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RNA splicing: Novel star in pulmonary diseases with a treatment perspective
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Zhihui Niua, Bingqian Xua, Wei Lia, Jian Suna, b, d, *, Haihai Lianga, c, d, *
Acta Pharmaceutica Sinica B | 2025, 15(5) : 2301 - 2322
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Acta Pharmaceutica Sinica B | 2025, 15(5): 2301-2322
REVIEW
RNA splicing: Novel star in pulmonary diseases with a treatment perspective
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Zhihui Niua, Bingqian Xua, Wei Lia, Jian Suna, b, d, *, Haihai Lianga, c, d, *
Affiliations
  • aState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Department of Pharmacology (State Key Labratoray-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin 150081, China
  • bTranslational Medicine Research Center, Medical Pathology Center, Chongqing University Three Gorges Hospital, School of Medicine Chongqing University, Chongqing University, Chongqing 404000, China
  • cGuangdong Provincial Key Laboratory of Tumor Interventional Diagnosis and Treatment, Zhuhai People's Hospital, Zhuhai Hospital Affiliated with Jinan University, Jinan University, Zhuhai 519099, China
  • dResearch Unit of Noninfectious Chronic Diseases in Frigid Zone (2019RU070), Chinese Academy of Medical Sciences, Harbin 150081, China
About Author:

E-mail addresses: (Haihai Liang),

(Jian Sun).

Author contributions

Haihai Liang and Zhihui Niu conceived the manuscript and outlined it. Jian Sun and Bingqian Xu conducted the literature search and wrote the draft. Wei Li reviewed and edited the draft. All authors have approved the final review and the submission.

doi: 10.1016/j.apsb.2025.03.023
Outline
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Alternative splicing (AS) serves as a fundamental regulatory mechanism in gene expression, contributing to proteomic diversity by generating an array of mRNA isoforms from precursor mRNA via distinct splice site combinations. In light of the limited therapeutic options currently available, the exploration of AS as a target for drug development is of paramount importance. This review offers an exhaustive analysis of the biological functions and underlying molecular mechanisms associated with various AS-induced splice variants, RNA-binding proteins, and cis-elements, highlighting their significance as clinical biomarkers. We place particular emphasis on the current therapeutic applications of AS in an array of lung diseases, including but not limited to lung cancer, cystic fibrosis, silicosis, acute respiratory distress syndrome, pneumonia, asthma, chronic obstructive pulmonary diseases, pulmonary arterial hypertension, and idiopathic pulmonary fibrosis. The review delves into the role of AS events in the diagnosis and treatment of lung diseases, focusing on the regulatory influence of splicing factors and RNA-binding proteins, while also enumerating the mutated components implicated in AS misregulation. Consequently, a comprehensive understanding of the intricate mechanisms governing these splicing events could potentially offer novel avenues for the development of splicing-targeted therapeutics and diagnostic tools for the prevention and treatment of lung diseases.

Lung diseases  /  RNA splicing  /  Therapeutic targets  /  Biomarkers  /  RNA-binding proteins  /  Splicing variants  /  Analysis method  /  Splicing factor
Zhihui Niu, Bingqian Xu, Wei Li, Jian Sun, Haihai Liang. RNA splicing: Novel star in pulmonary diseases with a treatment perspective[J]. Acta Pharmaceutica Sinica B, 2025 , 15 (5) : 2301 -2322 . DOI: 10.1016/j.apsb.2025.03.023
The lung is the main organ of the respiratory system and serves additional roles in immune defense, endocrine, and metabolic functions. Common clinical lung diseases include cancer, chronic bronchitis, emphysema, tuberculosis, asthma, cystic fibrosis, pneumonia, etc. Epidemiological studies show that the prevalence rate of lung disease is increasing year by year1. Over the past decade, there has been a comprehensive understanding of DNA mutations, abnormal gene expression profiles, epigenomics, and proteomics, leading to the successful application of targeted drugs in lung disease therapy. Despite these advances, there is little known about its aberrant alternative splicing (AS) profiles and without suitable targeted therapeutic options. Therefore, it's urgently necessary to improve the understanding of lung disease biology and develop more novel therapeutic strategies to tackle AS-associated lung disease. AS is an essential mechanism for the post-transcriptional regulation of gene expression. Up until 1977, AS was first discovered, detail described, and extensively studied2. Alternative splicing is the process by which precursor messenger mRNA (pre-mRNA) generates different mRNA splicingisoforms through different splicing methods3,4. Murray and Holliday5 subsequently proposed three main modes of RNA–RNA splicing. So far, common different types of alternative splicing events have been identified, including cassette exons, mutually exclusive exons, alternative 5′ splice sites, alternative 3′ splice sites, alternative promoters, alternative 3′ exons, retained intron, and alternative polyadenylation as shown in Fig. 1.
It has been reported that more than 90% of mammal genes can produce different isoforms through alternative splicing, thereby facilitating cell functions such as cell proliferation and differentiation6. AS not only has massive effects on physiological processes, such as development and aging7,8, but also results in gene product diversification to mediate various pathological processes such as prostate cancer, gastric cancer, breast cancer, and lung cancer, etc9-11. Recently, it has been increasingly recognized that applying splicing modulatory strategies improves therapeutic efficacies. These strategies aim to correct the erroneous utilization of splice sites, which leads to splicing dysregulation and important physiological protein function disruption12. For instance, previous studies have reported that interfere with RNA splicing drugs as EPZ015666, PRMT5 inhibitor, can interfere with tumor cells to produce new antigens, which are presented as new epitope through MHC 1, stimulate the endogenous anti-tumor immune response, and increase the inhibitory effect of immune checkpoints13. While aberrant splicing is commonly observed in lung cancer, other critical lung diseases also have been linked with mutations or variations in splicing sites, expression of splicing factors, upstream signaling pathways, and nucleosome localization14,15.
This paper surveys recent empirical studies on the connection between lung disease and alternative splicing, emphasizing molecular activities that are therapies and diagnosis clinical applications. Through the perspective of several typical splicing variations, element mutation, single nucleotide polymorphism, and the ratios of alternative protein isoforms as a diagnostic biomarker of the lung disease phenotype, we thoroughly emphasize the main phenomenon and mechanism of RNA splicing in every kind of lung disease and classification. In addition, to detail and illustrate the connection between lung disease and alternative splicing, we also list some typical influencing factors of splicing to lead or therapy lung disease such as splicing factor serine/arginine splicing factor 1 (SRSF1), quaking (QKI), fibroblast growth factor receptor2 (FGFR2), etc. However, due to the limitations of analytical materials and means, the importance of RNA splicing in lung diseases and the role of RNA-related indirect factors in lung diseases have not attracted enough attention. Consequently, there is an urgent need to deeply understand the function of alternative splicing and discover the mechanism of lung disease and splicing. This study not only provides new insights into the opportunities to develop novel therapies that target splicing-driven lung diseases by revealing the characteristics of splicing dysregulation patterns, but also lays the foundation for prospects with high organ-specific, tissue-specific, or cell-type-specific in lung disease diagnosis and treatment, which a major focal point of research studies on human diseases and the normal development of organs.
Prasanth et al.16 believed that the size of the transcriptome can measure levels of biological complexity. RNA splicing is a central component in the process of transcription and also an important cellular mechanism leading to different protein isoforms, through removing the intron of the pre-mRNA by spliceosome and splicing regulatory elements to produce mature RNA and regulating different functions such as growth and development17.
In the normal physiological state, many biological processes in cells are regulated by alternative splicing of upstream genes18. Already in 1995, Gasdaska et al.19 demonstrated the presence of an alternatively spliced form of NQO mRNA in human normal lung tissues. This form lacks exon 4 and is present in nearly equal amounts to the full-length NQO mRNA. For instance, in the process of regulating cell apoptosis, the alternative splicing of ligands, receptors, apoptotic regulatory proteins, and apoptotic protease genes that encode apoptotic signals can all play a regulatory role in apoptosis. Some of these genes, such as BCL-X and MCL-1 are found to be switched from their pro-apoptotic into anti-apoptotic splicing isoforms20. Besides, epithelial splicing regulatory proteins (ESRPs) can regulate epithelial–mesenchymal transition (EMT), cell migration, and connection-associated gens alternative splicing. Its targets are very extensive, including proteins from the FGFR, mitogen-activated protein kinase (MAPK), and RAPGEF families21. RNA splicing methods mainly include intron-splicing (including 1-type and 2-type), nuclear mRNA spliceosome splicing, and nuclear precursor tRNA enzyme-catalyzed splicing. However, the introns will still be removed, and the exons will remain in sequence. During alternative splicing, sequences are selectively excluded or included. Alternative splicing can be divided into different events: exon skipping, mutually exclusive exons, alternative 3′ and 5′ splice site selection, and intron retention22. The type of alternative mRNA processing contains alternative splicing and alternative poly(A) sites, and the method of alternative splicing always uses different promoters, different poly(A) sites, removing or retention intron, and exon inclusion or skipping23.
Although some introns can be self-spliced, most of the time also require the involvement of a spliceosome. The spliceosome is a compound that consists of five snRNPs and hundreds of multifunctional peptides, assembled through a series of interactions between RNA–RNA, RNA–proteins, and protein–protein24. The more stable the spliceosome binds to the pre-RNA, the more likely take place alternative splicing. The recognition part of the spliceosome is composed of some conservative sequence elements at the exon–intron junction, which are represented as 5′ and 3′ splice sites6. The occurrence of alternative splicing begins with the identification of splice sites. Following this, the spliceosome, upon recognizing these sites, starts to assemble into a spliceosome complex. Under the function of this complex, introns are excised and exons are joined together to form a continuous RNA molecule. After the splicing process, a mature mRNA is produced, which is ultimately translated into different proteins25,26 (Fig. 2).
RNA binding proteins (RBPs) regulate alternative splicing by interacting with pre-mRNA, and its regulatory function exhibits positional specificity, meaning that binding to different regions may have opposite functions27. Nevertheless, there are hundreds of RBPs in humans, and not all RBPs will directly participate in the regulation of alternative splicing. They can also interact with each other in a cooperative or antagonistic manner, affecting splice-site choices. RNA splicing can correct frameshift mutations in some genes and is a means for organisms to cope with harmful mutations. Secondly, some gene transcripts can be constructed to delete the start codon or stop codon, control gene translation, increase the complexity of higher organisms, and improve the diversity of proteins. At the same time, RNA splicing is controlled by external signals, has high tissue and stage specificity, and plays an important role in the process of cell differentiation and ontogeny. There are also interactions between AS-related factors. These interactions are complex and involve a variety of mechanisms. For instance, splicing factors like serine/arginine-rich (SR) proteins and heterogeneous nuclear ribonucleoproteins (hnRNPs) can interact with the spliceosome. SR proteins generally act as splicing activators by binding to exonic/intronic splicing enhancers (E/ISEs) to facilitate exon formation, while heterogeneous nuclear ribonucleoproteins are splicing inhibitors by binding to exonic/intronic splicing silencers (E/ISSs) to interfere with splice site recognition. Therefore, RNA splicing is significant in the regulation of complementary mechanisms in gene expression.
Splicing dysregulation may occur as a consequence of the disease or serve as its underlying cause. It has been demonstrated to impact various lung diseases significantly, including but not limited to tumor metastasis, hyperoxia-induced lung injury, bronchial asthma, and pulmonary fibrosis. As a result, this area is garnering increasing attention and is summarized as follows (Fig. 3).
Lung cancer remains one of the most common cancers, boasting the highest fatality rate and standing as a leading cause of cancer death28,29. At present, the primary treatment strategies are surgery, radiotherapy, and chemotherapy. Histologically, lung cancer is categorized into two main types: small cell lung cancer (SCLC) and non-small cell lung cancer (NSCLC), with NSCLC comprising 85% of cases30. NSCLC further subdivides into various histological subtypes, with the most common being lung adenocarcinoma (LUAD), lung squamous cell carcinoma (LUSC), and large cell carcinoma. Various factors contribute to the onset of lung cancer, including but not limited to smoking mainly, age, mis-splicing, and excessive alcohol consumption31. For instance, airborne particulate matter can promote lung carcinomacell proliferation through the effect of RNA splicing32.
In 1990, Mori et al.33 first identified an alternative splicing variant of the RB gene in lung cancer cells, which resulted in the functional loss of the tumor suppressor protein pRB. Subsequent research revealed alternative splicing events in genes such as tumor protein P53 (TP53), fibroblast growth factor receptor 1 (FGFR1), and vascular endothelial growth factor (VEGF) within lung cancer cells. A significant advancement came in 2013 when Zhang et al.34 discovered that RNA binding motif protein 10 (RBM10), which plays a role in splicing regulation, exhibited a high frequency of mutations across various tumor types, with a particularly high mutation rate of 5%–20% in lung adenocarcinoma. By 2024, numerous targets for tyrosine kinase inhibitors in lung cancer treatment had been identified, including EGFR, RET, NTRK, and MET. Consequently, RNA splicing has emerged as a critical factor influencing biological functions, immune infiltration, and therapeutic strategies for lung cancer. Simultaneously, RNA splicing can predict tumor type and stage, and be used as biomarkers and treatment targets because some splicing products are specifically expressed in cancerous tissues. In the following sections, we will classify the events based on the alternative splicing molecular mechanisms (Table 13559).
Gene-related mechanisms are primarily orchestrated through transcription and mRNA precursor processing, with co-transcriptional splicing playing a crucial role in enhancing splicing efficiency. A wealth of research has established a link between alternative splicing regulation and RNA polymerase II activity. This process is regulated by promoter activity, chromatin state, and splicing factors recruited by RNA polymerase II4. Consequently, alterations in transcription and chromatin states associated with cancer can significantly affect alternative splicing. In LUAD, a typical example is the direct activation of SRSF1 transcription by MYC, which occurs through two noncanonical E-boxes in its promoter. This activation increases SRSF1 protein levels, leading to SRSF1-mediated alternative splicing of signaling kinaseMKNK2 at the 3′ exons and transcription factor TEAD1 at exon 560. It is also known that VEGF, crucial for angiogenesis, is overexpressed in tumors and produces angiogenic isoforms via alternative splicing. Activation of SRSF1 by Wt1 and PKC enhances pro-angiogenic VEGF expression in tumor endothelium. The LUAD-specific VEGFxxxb variant boosts tumor growth and invasion through the VEGFR pathway, and its inhibition can slow tumor progression61.
Furthermore, methylation, a type of chromatin modification, has been demonstrated to enhance the binding capacity of hnRNPC. This enhancement impedes the binding of SRSF1, thereby influencing intron processing. Xie et al.62 discovered that METTL16, an N6-methyladenosine (m6A) RNA methyltransferase, facilitates the development of lung cancer and Cr (VI) carcinogenesis via glutamine biosynthesis and the expression of glutamate-ammonia ligase (GLUL). Additionally, TARBP2, the RNA binding protein controls RNA stability within nuclei and affects lung tumor growth, and this is dependent on TARBP2-mediated the expression of ABCA3 and FOXN3. TARBP2 binding to pre-mRNAs leads to intron retention increasing and recruits m6A methylation machinery to decrease transcript stability63. These epigenetic changes can have profound effects on gene expression and alternative splicing patterns, which are often disrupted in cancer. Moreover, the splicing factor neuro-oncological ventral antigen 1 (NOVA1), which is specifically expressed in various human cancer cells, enhances hTERT splicing by binding to the DR8 region, thereby including exons 7 and 8 that code for the RT domain in NSCLC. Silencing NOVA1 results in telomere shortening, decreased telomerase activity, shifts in hTERT splicing to non-catalytic forms, and affects hTERT transcript production64. The regulation of the lung cancer transcriptome is heavily influenced by RNA splicing. PRPF8 abundance limits the splicing of human genes with weak 5′ splice sites, suggesting a tight coupling between RNA splicing and transcription. PRPF8 depletion may partially decouple these processes, providing additional time for intron removal at weak sites65.
Mutations in single nucleotide polymorphisms (SNPs) do not directly affect the structure or function of proteins. However, mutations of SNP that alter cis-acting sites of exons and adjacent introns are among the multiple factors influencing AS, thereby affecting protein expression66. Notably, many tumor suppressors, including TP53, ARID1A, PTEN, CHD1, MLL2, and PTCH1, are impacted by mutations at the exon-intron boundary67. For instance, TP53 mutations have a significantly negative effect on the prognosis in LUAD cases68. TP53 encodes the p53 protein, whose primary function is to regulate the cell cycle in response to DNA damage. The loss of p53 function serves as a mechanism for tumor cells to evade apoptosis and promote cellular proliferation69,70. Mdm2 and MdmX are two key repressors of p53. A decrease in the MdmX protein level contributes to p53 activation in response to targeting the spliceosome71.
According to research by Mironov et al.72, chromosome 3p21.3, where the RBM5 and RBM6 genes are located, is frequently deleted in lung cancers. Furthermore, the sequence of the RBM10 gene revealed a T-to-A substitution at position 1062, which replaces valine 354 with glutamic acid in A549 cells. Previous studies have indicated that changing methionine to isoleucine at residue 276 (M276I) of MORC2 enhances the combination of MORC2 and heterogeneous nuclear ribonucleoprotein M, a spliceosome, therefore, promotes cell migration, invasion, and lung metastasis. Moreover, this progress facilitated the switch of CD44 from epithelial isoform (CD44v) to mesenchymal isoforms (CD44s), thereby accelerating EMT73. When zinc finger E-box binding homeobox 1 (ZEB1) expression in HBECs was inhibited, epithelial splicing regulatory protein 1 (ESRP1) was directly repressed, resulting in an increase in the expression of the mesenchymal splice variant of CD44 and a more invasive behavior74.
DNA damage, such as that caused by radiation and drugs, triggers alternative splicing of genes associated with cellular processes such as apoptosis, cell cycle regulation, and DNA repair75. Upon DNA damage, splicing undergoes various modifications, including post-transcriptional changes, which in turn influence interactions with other proteins or RNAs. For instance, DNA damage can lead to dephosphorylation of SRSF10, inhibit the interaction of hnRNP F/H, change the splicing of BCL-X, and enhance the ability to promote apoptosis76. Moreover, splicing modulator E7107 induces selective apoptosis and high expression of MCL1 or BCL-2A1 and combined inhibit splicing and BCL-XL induces synergistic cytotoxicity in cancer cells77. In NSCLC cells treated with MDA7/IL24, the ratio of BCL-XL/BCL-XS mRNA and protein expression is decreased, reducing the viability and resulting in increased cell death78. Additionally, Fan et al.79 discovered that SNRPA knockout induces ERCC1 exon 8 skipping and diminishes ERCC1–XPF complex formation, thereby reversing cisplatin resistance and enhancing DNA damage repair in LUAD. Given that splicing is crucial to DNA damage repair, splicing-related changes can lead to genomic instability and mutation accumulation.
Mutations in spliceosomes or dysregulated RNA splicing in cancer genes are increasingly recognized as cancer biomarkers80. Many hallmarks of cancer are associated with splicing events, which explains lung cancer's high complexity of aberrant alternative splicing. Several mutations are commonly observed in non-small cell lung cancer, including SF3B1, U2AF1, SRSF2, ZRSR2, and RBM10. A recent analysis found that RBM10 mutants were associated with alternatively splicing protein NUMB isoforms in cancer cell lines. The RBM10 mutation diminishes the ability to regulate NUMB exon 9 skipping, whereas the overexpression of RBM5, RBM6, and RBM10 enhances NUMB 11 exon alternative splicing and fosters tumor proliferation in NSCLC72,81. Moreover, PRMT5 deletion can activate the p53 transcriptional response, but this function could be rescued by reintroducing full-length MDM4 or inhibiting the expression of the MDM4 splicing exon 6 skipping variant82.
Contrary to mutations, changes in the expression levels of splicing factors are more often the culprits behind splicing events. Such altered expression is primarily responsible for causing alternative splicing, which in turn leads to lung diseases43. Specifically, SR proteins, RNA binding motif (RBM) proteins, hnRNP, and QKI stand out as four well-established RNA splicing factors.
The SR protein family, known for its role in regulating proto-oncogenes and tumor suppressors, is often overexpressed in malignant tumors and plays a pivotal role in RNA metabolism and splicing83. For instance, SRSF5 facilitates the splicing of CCAR1 into CCAR1S, enhancing glucose uptake and acetyl-CoA synthesis, which promotes tumor growth84. Moreover, there is evidence to suggest that SRSF1 modulates the splicing of proline-rich coiled-coil 2C (PRRC2C), increasing its proliferative capacity and resistance to apoptosis in NSCLC85,86. SRSF1 has also been implicated in binding to Bridging Integrator 1 with exon 12A inclusions, promoting tumor progression87. Conversely, reduced SRSF1 levels elevate AMPK phosphorylation, modulate protein tyrosine phosphatase, mitochondrial 1 (PTPMT1) splicing, and sensitize cancer cells to irradiation82. Additionally, hnRNP A1 counteracts SRSF1, preventing the production of an active isoform that activates the EMT antagonist88. hnRNP E1 also interacts with PNUTS pre-RNA, regulating its alternative splicing and EMT progression89. Under glucose stress, circZFR protects hnRNPLL from degradation, leading to the inclusion of MYO1B exon 23 and enhancing OXPHOS via AKT–mTOR signaling to promote tumor growth50. Notably, RBM4 specifically promotes the production of the BCL-XS isoform by competing with SRSF1, thereby inhibiting cancer cell proliferation, migration, and inducing apoptosis43.
QKI, a splicing factor that is notably downregulated in lung cancer, has three main isoforms: QKI-5, QKI-6, and QKI-790. QKI serves an inhibitory function in lung cancer by constraining the splicing of Nume11 exons and modulating the splicing of fibronectin into three distinct isoforms91. Specifically, the ED-B FN1 isoform is predominantly regulated in NSCLC92. As previously reported, QKI-5 specifically downregulates ADD3 exon 14, enhancing lung cancer survival39. Qin et al.93 in 2018 discovered that low circUBR5 expression in NSCLC correlates with poor tumor differentiation. CircUBR5 interacts with QKI, NOVA1, and U1 small nuclear RNA (snRNA), participating in the RNA splicing regulatory process.
Additionally, other splicing factors like polypyrimidine tract-binding protein 1 (PTBP1) play a crucial role in lung cancer by modulating alternative splicing events. PTBP1 activity can lead to the skipping of Mena exon 11a, enhancing lung cancer cell migration, invasion, and EMT progression46. In its absence, PTBP1 causes the exclusion of F-box protein 5 (FBXO5) exon 3, resulting in the formation of the FBXO5-S variant, which reduces FBXO5 expression and is associated with LUAD senescence47. Additionally, the poly(U)-binding splicing factor PUF60 promotes lung cancer progression by inhibiting the exon 3 skip of CDC25C, while SFPQ up-regulates PD-L1 expression by binding to its 3′UTR, inhibiting NSCLC cell cytotoxicity94,95. Furthermore, the absence of pre-mRNA splicing factor 4 kinase (PRP4K) disrupts EGFR gene trafficking, reducing cancer cell growth96. Moreover, fascin actin-bundling protein 1 (FSCN1) modulates the alternative splicing of NME4, NCOR2, and EEF1D, affecting the expression of ACTG1, KRT7, and PDE3A, which are highly abundant in NSCLC97.
These examples not only enrich our understanding of the upstream mechanisms driving tumorigenesis in lung cancer but also shed light on the intricate pathways involved in the development of the disease, thereby underscoring the pivotal role of RNA splicing.
Cystic fibrosis (CF) is a genetic disorder primarily caused by mutations in the cystic fibrosis transmembrane conductance regulator (CFTR) gene. These mutations compromise the structure of the CFTR protein, leading to imbalances in airway fluid and subsequent lung function impairment. The majority of CF-related fatalities arise from bacterial infections, predominantly caused by P. aeruginosa, which lead to chronic respiratory tract infections and ultimately, respiratory failure98. Research has indicated that CF is associated with mutations or variations in either trans-acting factors or cis-acting elements, resulting in abnormal protein production and splicing patterns. Modulating mRNA splicing has emerged as a promising anti-inflammatory treatment strategy for airway disease in CF. For instance, a study by Buratti et al.99 in 2001 demonstrated that overexpression of TDP-43 led to the skipping of exon 9 in the CFTR gene while inhibiting endogenous TDP-43 expression corrected this aberrant splicing in CF patients. Moreover, the CFTR c.2657+5G > A splicing mutation, primarily located near intron 16, results in transcripts lacking exon 16 compared to their wild-type counterparts. The antisense oligonucleotide (ASO) approach has been employed to prevent exon 16 skipping, thereby modulating splicing to restore both normal CFTR transcript levels and functional CFTR protein expression100.
Another noteworthy CFTR splicing mutation introduces a new 5′ splice site, leading to splicing into a recessive exon that contains an early stop codon. However, the application of ASO and splice-switching oligonucleotides (SSOs) has been shown to correct this abnormal splicing in primary bronchial epithelial cells, thereby improving CFTR activity and restoring chloride secretion101. Furthermore, CFTR modulators such as Kalydeco® (Ivacaftor/VX-770) and Symdeco® (Tezacaftor/Ivacaftor), which are ASO-based drugs, have received approval for treating CF patients carrying the 3849 + 10 kb C-to-T splicing mutation102. In the context of inflammation in CF, a study highlighted the role of inositol-requiring enzyme 1α (IRE1α) kinase and RNase activity in the mRNA splicing of X-box binding protein-1 (XBP-1s). This splicing event subsequently promotes the production of inflammatory cytokines in CF airway epithelial cells. The compound KIRA6 has been shown to dose-dependently inhibit XBP1 splicing by targeting IRE1α kinase and RNase activities, offering another avenue for therapeutic intervention103.
The alternative splicing switch involving Zip2/SLC39A2 interacts with CFTR, ENaC, and ZIP2 transporters, and triggers the expression of ENaC and MUC5AC, contributing to CF-associated mucus hypersecretion phenotype104. Studies have shown that the introduction of premature termination codons (PTCs) can impact the synthesis of the CFTR protein105. Moreover, the use of AsCas12a for allele-specific genome editing has been demonstrated to correct splicing defects in various cell types. Specifically, it has been effective in correcting aberrant CFTR splicing mutations such as 3272–26A > G and 3849 + 10 kb C > T in primary airway epithelial cells and intestinal organoids derived from CF patients106. Changes in simple repeat length, such as UG duplication, can also influence the splicing pattern of genes, leading to abnormal splicing of exon 9 in the CFTR gene, thereby contributing to the pathology of CF99. Gene therapy approaches have also been employed to correct abnormal splicing. For instance, the use of exon-specific U1 small nuclear RNAs (ExSpeU1s) in conjunction with the intron sequence downstream of each defective exon has been shown to effectively correct diseases caused by CFTR mutations after exon skipping, restoring the function of the CFTR protein107. These examples underscore the importance of understanding genetic mutations and their impact on splicing regulation, as they offer valuable insights into the pathophysiology of cystic fibrosis.
Chronic obstructive pulmonary disease (COPD) is a complex respiratory condition that encompasses chronic bronchitis and emphysema, characterized by irreversible airflow obstruction108. It holds the grim distinction of being the fourth leading cause of death globally, with a high prevalence and morbidity rate109. In addition, statistical tests revealed that COPD was notably the only disease in the United States that continued to rise from 1965 to 1988110. Smoking, including passive exposure, is a primary risk factor for COPD, with the risk escalating in proportion to the duration of smoking111. Genome-wide association studies have revealed that genes associated with COPD exhibit a high level of transcriptional diversity and complexity compared to genes implicated in other diseases112. RNA alternative splicing can modulate the expression of genes involved in inflammatory responses, thereby influencing the chronic inflammation that characterizes COPD, affecting the airways, lung parenchyma, alveoli, and pulmonary blood vessels. Parker et al.113 have shown through RNA sequencing that smoking can alter isoform expression and modify the number of exons, thereby affecting the transcriptome. Moreover, smoking exerts anti-inflammatory effects by downregulating the expression of the pro-inflammatory gene AGE and upregulating the relative abundance of the anti-inflammatory isoform known as endogenous secretory receptors for advanced glycation end products (esRAGE). Patients with COPD often exhibit reduced levels of alveolar replacement fluid and blood esRAGE, indicating that esRAGE signaling plays a crucial role in the pathophysiology of COPD114.
In the realm of genomics, SNP has traditionally been employed for genomic variation analysis, including nucleic acid quantification and the identification of alternative splicing events115. With the advent of RNA sequencing, new insights have emerged, such as the identification of splicing sites and susceptibility factors in the FBXO38 gene concerning COPD. The F-box protein FBXO38 interacts with substrates to fulfill its function and co-activates the kruppel-like transcription factor 7 (KLF7), which plays a role in regulating splicing116. The KLF family itself is implicated in various cellular processes, including cell growth, EMT, differentiation, activation, and airway inflammation117.
High expression of FoxP3-E2, a variant containing exon 2 of the FoxP3 gene, has been associated with the progression of COPD, leading to lung inflammation and compromised lung function118. Chen et al.119 demonstrated that miR-133a promotes airway EMT via alternative splicing progression, with ESRP1 serving as a central coordinator for these events. Additionally, A-1-antitrypsin deficiency, caused by abnormal serpin family a member 1 (SERPINA1) transcript isoforms, has been implicated in COPD120,121. Emerging evidence also suggests that alternative splicing of extracellular viral matrix proteins, such as nephronectin (NPNT), may play a role in the pathogenesis of COPD122. Indacaterol, a splicing-associated drug with low side effects, has shown promise in COPD treatment. It is believed to inhibit SRSF6 by binding to the RRM2 domain, thereby promoting the formation of the ZO-1 exon23 inclusion isoform and inhibiting the ZO-1 exon23 skipping isoform in alternative splicing events123. These findings open new avenues for the treatment of cigarette smoke-related lung diseases, including COPD.
Asthma is a chronic inflammatory respiratory disorder primarily regulated by T helper 2 (TH2) cells in the immune system124. The initial identification of immunoglobulin-like-transcript 3 (ILT3) splicing isoforms in bronchial asthma was reported in 2000125, and the regulatory role of SFRS8 in CD45 alternative splicing, impacting T cell activation and asthma pathogenesis, was first described by Brasch-Andersen et al.126 in 2006. Emerging evidence suggests that isoforms generated through alternative splicing of inflammation-related genes can play a pivotal role in asthma pathogenesis. For instance, an isoform of IL33 produced by alternative splicing has been shown to activate basophils and mast cells, leading to the production of type 2 inflammatory factors and the initiation of chronic asthma127. The interplay between bronchial epithelial cells and immune responses has emerged as a promising avenue for identifying novel therapeutic targets in asthma. According to research by Carlini et al.128, damage to human leukocyte antigen G (HLA-G) isoforms can lead to inflammation and structural degradation of bronchial epithelial cells. Moreover, endoplasmic reticulum stress has been implicated in the aberrant splicing of the XBP1 gene in mild asthma, and this aberrant splicing is associated with the asthma-active gene interferon-stimulated gene (ISG)129. Asthma occurrence is also regulated by the splicing of SR proteins. A study in 2018 found the upregulation of SRSF6 and SRSF1 in asthmatic airway smooth muscle (ASM) cells and demonstrated that SRSF6 induces the inclusion of exon 5b in the myosin heavy chain 11 (Myh11) self-multilating behavior (SMB) gene, which enhances smooth muscle contraction velocity and provides relief in asthma symptoms130. The SFRS8 gene also regulates the splicing of CD45 in asthma and atopy, while CD45 is a crucial molecule in T cell activation131.
In clinical studies examining fibroblasts in the airway lumen, elevated expression levels of smooth muscle actin (SMA), serine–arginine splicing factor 20 (SRp20), and EDA fibronectin (an isoform of FN1) have been observed132. In our research, we identified that the long non-coding RNA (lncRNA) PFI plays a regulatory role in pulmonary fibrosis. Specifically, PFI binds to SRSF1, inhibiting both its expression and activity, and consequently suppressing the production of EDA + Fn1 splicing isoforms133.
Cyclooxygenase-1 (COX-1) is a critical enzyme in the biosynthesis of prostaglandins, and its activity is inhibited by aspirin, leading to reduced prostaglandin synthesis. A groundbreaking discovery in 2007 revealed that individuals with aspirin-sensitive asthma are more likely to exhibit a 111-nucleotide deletion in exon 9 of the cyclooxygenase-1 gene in their airway epithelial cells134. These findings collectively indicate the significant role of alternative splicing in the pathogenesis of asthma and highlight its potential as a target for novel therapeutic interventions.
Silicosis is a severe, irreversible, and rapidly progressing pulmonary disease primarily induced by chronic inhalation of substantial amounts of free silica dust, leading to extensive nodular fibrosis in the lungs135. In 2000, Otsuki et al.136 first discovered that the serum levels of alternative splicing variant soluble Fas (sFas) were elevated in silicosis patients and that sFas played a significant role in the immune dysfunction observed in these patients. Recent studies have begun to elucidate the role of circular RNAs (circRNAs) in silicosis. CircRNAs are primarily formed due to splicing errors that connect the 3′ end of an upstream exon to the 5′ end of a downstream exon via back-splicing137. For instance, Fang et al.138 discovered that circHECTD1 competes with its pre-mRNA to regulate HECTD1 protein levels, thereby promoting EMT in vitro following exposure to silicon dioxide (SiO2). This suggests a potential mechanism for fibrosis in pulmonary silicosis and offers a new avenue for therapeutic intervention. Patients with silicosis often exhibit abnormalities in their immune systems. Research has indicated that alternative splicing isoforms of the FAS gene in the serum of silicosis patients can impact alveolar macrophage apoptosis and immune regulation136. Specifically, in the FAS gene isoform that lacks exon 6, competition between membrane-bound Fas (mFas) and Fas ligand (FasL) inhibits apoptosis, thereby influencing autoimmunity139.
Zhao et al.140 used the spliced transcripts alignment to a reference (STAR) method to analyze alternative splicing events in rats treated with saline or silica. The study revealed that exon skipping was the predominant form of alternative splicing, accounting for the majority of events, while other types of splicing isoforms constituted less than 20% of the total alternative splicing events.
Furthermore, the complexity and diversity of splicing alterations are reported to be closely related to silica exposure. Several splicing factors have been implicated in the pathogenesis of silicosis. For example, PDGF is a critical growth factor that stimulates myofibroblast replication and proliferation during tissue injury. Elevated serum levels of tumor necrosis factor alpha (TNFα) and PDGF-D have been shown to correlate with the severity of pneumoconiosis. This is particularly relevant as, post-exposure to inorganic dust, chemokines like TNFα induce the aggregation of chemotactic neutrophils (PMN), which in turn cause endothelial cell damage and stimulate fibroblast growth and collagen secretion. In another study, Zhang et al.141 identified Mdig, a dust-induced gene, and found alternatively spliced transcripts of this gene in cells from the A549 lung cancer model. Huang et al.142 discovered two alternatively spliced transcripts of protein kinase C substrate 80K-H (PRKCSH), namely PRKCSH-1 and PRKCSH-2, which exhibited distinct expression patterns and functions in silica-induced EMT. These findings collectively highlight the pivotal role of upstream signaling pathways and variations in gene splicing in the development and progression of silicosis. Advances in genetic detection techniques offer the potential for identifying individuals at elevated risk for developing pneumoconiosis, thereby enabling early intervention and management.
Idiopathic pulmonary fibrosis (IPF) is a complex, diffuse fibrotic lung disease that causes a wide range of health problems and impacts certain proteins and their structure143. The etiology and treatment modalities for IPF remain largely elusive. Alternative splicing is crucial for alveolar regeneration and treatment in IPF. Research has found that after bleomycin-induced lung injury, the alternative splicing variant ΔNp63 of P63 is activated, initiating a cytokeratin 5 remodeling program to promote alveolar regeneration144. Liu et al.145 recently identified that DDX5 plays a pivotal role in curbing fibroplasia by regulating the content of Fn1 exon 25-containing variants and Plod2 exon 14-containing variants in pre-mRNA, highlighting the intricate link between AS events and fibrotic processes. One of the genetic risk factors implicated in IPF is the polymorphism in the promoter region of the MUC5B gene, which has previously been identified as a critical gene enriched in the bronchial epithelium across various lung diseases. Intriguingly, spliced XBP1S mRNA has been shown to selectively bind to the MUC5B promoter region containing rs35705950 minor allele "T", thereby inducing MUC5B expression in distal bronchiolar epithelial cells. However, this binding does not lead to the induction of MUC5AC expression146. Zhang et al.147 further explored the role of alternative splicing in IPF and found that inhibiting the alternative splicing or protein N-glycosylation of XBP1 could suppress the secretion of extracellular matrix (ECM) proteins during mesenchymal transitions, thereby mitigating airway remodeling.
In the progression of IPF, the role of ECM splicing is increasingly recognized as pivotal. Tracy Nance et al.148 employed RNA sequencing to identify splicing alterations in periostin and collagen 6α3, implicating these changes in the progression of IPF. Moreover, a specific splice variant lamin A/C (LMNA) has been found highly expressed in IPF, which has a new LMNA splice variant that includes retained introns 10 and 11 and exons 11 and 12. Yin et al.149 found that stiff ECM environments induce the generation of this novel isoform. Inhibition of pulmonary fibrosis by hnRNPL is caused by its activation of circular RNAs ankyrin repeats domain 42 (ANKRD42) back-splicing and through biochemical signaling and mechanical stiffness150.
Additionally, secreted proteins like FGF, PDGFA, and POSTN are subject to alternative splicing, switching to subtypes with enhanced profibrotic functions. These spliced variants can release additional growth factors or bind to fibroblast surface receptors, leading to abnormal ECM deposition, lung tissue remodeling, and ultimately, the onset of pulmonary fibrosis. For instance, Chen et al.151 provide evidence that BLM inhibits ESRP1 expression, resulting in FGFR alternative splicing, producing more profibrotic isoforms of FGFR3c.
In the alveolar epithelium, splicing can regulate the occurrence of fibrotic processes, particularly in the context of cellular damage and repair mechanisms. One noteworthy example is the homozygous mutations in surfactant-associated protein (SFTPA1), which have been reported to induce the death of type 2 alveolar epithelial cells through JNK-mediated inhibition of RIPK3 expression, ultimately leading to the onset of IPF152. In the realm of tissue repair mechanisms, the ratio of VEGF-Axxxa to VEGF-Axxxb from AT2 cells has been suggested to be a key indicator. Barratt et al.153 demonstrated that overexpression of VEGF-A165b could inhibit the development of pulmonary fibrosis, highlighting the potential therapeutic role of VEGF isoforms in fibrotic lung diseases. Another intriguing aspect is the role of decreased BMP signaling in the etiology of fibrosis. Specifically, the knockdown of RBM39 has been shown to inhibit BMP4-induced shifts in SIN3B expression towards its long isoform. This is significant because the short isoform of SIN3B is unable to recruit histone deacetylases (HDACs)154. In the context of damaged alveolar epithelium, HDACs are known to play a role in the repair process by modulating the expression of fibrosis suppressor genes.
Gene polymorphisms are a primary driver of differential gene expression, and their impact extends to the regulation of alternative splicing pathways that are critical in diseases like IPF. For instance, a specific polymorphism involving the substitution of base G with C at position +915 changes codon 25 from encoding arginine (Arg) to proline, leading to decreased synthesis of TGFβ. Tripathi et al.155 found that TGFβ through a phosphorylated T179 mediated by SMAD3, interacts with RNA-binding protein PCBP1 to directly regulate CD44 alternative splicing. This SMAD3-promoted alternative splicing pathway is implicated in EMT and fosters TGFβ-driven tumor growth. The ERK/EGR1 signaling pathway also plays a role in TGFβ induced lung fibroblasts by initiating transcriptional activation that regulates the splicing of CD44v6, a CD44 isoform containing variable exon 6156. Moreover, the ZEB2/ESRPs axis can be modulated by transmembrane 4 L six family member 5 (TM4SF5) to induce and regulate CD44v8-10 splicing variants, offering a potential target for IPF treatment157. Beyond these well-known genes, mutations in DKC1 also have a significant impact on splicing. These mutations create competition for newborn exon-splicing enhancers, leading to the degradation of mis-spliced products through nonsense-mediated decay. This, in turn, affects dyskerin levels and results in telomerase RNA deficiency, contributing to familial pulmonary fibrosis158.
Additionally, EMT in pneumocytes has been identified as a significant contributor to the progression of IPF, and targeted therapies against EMT are emerging as potential treatment modalities159. The TGFβ/Smads signaling pathway is particularly noteworthy in this context, as it has been linked to lung fibrosis. Individuals with higher levels of TGFβ expression are more susceptible to developing pulmonary fibrosis, underscoring the variability in TGFβ expression among different people. Additionally, Horiguchi et al.160 provided further insights into the role of TGFβ in EMT. They found that TGFβ upregulates the expression of dEF1 and SIP1 proteins from the dEF1 family. These proteins, in turn, significantly inhibit the transcription of ESRP2 by binding to its promoter in NMuMG cells. The downregulation of ESRP leads to alterations in splicing patterns, which subsequently modulate TGFβ-induced EMT. These findings collectively emphasize the importance of EMT and its associated post-transcriptional regulation, particularly TGFβ-mediated alternative splicing, in the pathogenesis and potential treatment of IPF.
Pulmonary arterial hypertension (PAH) is a specialized form of pulmonary vascular disease characterized by hemodynamic abnormalities and pathophysiological alterations. It is often accompanied by severe lung inflammation and can co-occur with other complex diseases. One of the key mechanisms underlying the vascular remodeling observed in PAH is the hyperproliferation and resistance to apoptosis of pulmonary artery smooth muscle cells (PASMCs) and endothelial cells (PAECs). AS contributes to pulmonary vascular remodeling and vasoconstriction, impacting the progression of pulmonary vascular disease. MiR-124 has been identified as a critical microRNA that is downregulated in both pulmonary vascular cells and circulating progenitor endothelium in PAH patients161. This downregulation has significant implications for cellular metabolism, proliferation, and inflammation. Specifically, miR-124 modulates the PKM2/PKM1 ratio through its interaction with the alternative splicing factor PTBP1162. PKM1 includes exon 9, whereas PKM2 includes exon 10, with the difference depending on the specific splicing of pyruvate kinase muscle (PKM) pre-mRNA. CircSMOC1 also has been shown to alleviate pulmonary vascular remodeling by directly interacting with PTBP1, which competitively inhibits alternative splicing of PKM pre-mRNA and results in elevated PKM2 expression163. In addition to microRNA or circular RNA-based regulation, alternative splicing of ion channels also offers a promising avenue for modulating PAH. For instance, Galectin-1 has been shown to regulate the function of the CaV1.2calcium channel in the cardiovascular system through alternative splicing, thereby influencing arterial contractile function164.
Additionally, changing the proportion of protein subtypes produced by alternative splicing is another way to regulate PAH. One such example involves the bone morphogenetic protein receptor 2 (BMPR2), which can be selectively spliced to produce various isoforms. The splicing factor SRSF2, when upregulated, inhibits the production of a BMPR2 isoform that lacks exon 12, thereby influencing the isoform ratio and contributing to heritable PAH165. Moreover, the inhibition of BMPR2 expression has been shown to regulate the alternative splicing of the apoptosis regulator BCL-X (B-cell lymphoma X) transcript, specifically promoting the expression of the anti-apoptotic BCL-XL isoform in PASMCs, which in turn impacts apoptosis pathways in PAH166. Another layer of complexity is added by m6A RNA modifications, which have been significantly correlated with the onset of pulmonary hypertension. RNA-binding proteins like hnRNP interact with RNA polymerase II and bind to m6A-modified RNA, thereby accelerating alternative splicing processes167. Rare variants in the gene encoding prostacyclin synthase (PTGIS) have been implicated in reduced prostacyclin production and increased cell death in pulmonary microvascular endothelial cells, contributing to pulmonary hypertension168. These findings underscore the importance of understanding the role of alternative splicing and its regulatory factors in PAH. By analyzing changes or deletions in the expression of splicing factors and identifying genetic mutations, researchers can pave the way for more effective treatments for PAH.
Tuberculosis (TB), caused by Mycobacterium tuberculosis (MTB), remains a significant global health concern, affecting nearly a quarter of the world's population. Accurate and timely diagnosis is crucial for effective management of the disease169. The mechanism of RNA alternative splicing in pulmonary tuberculosis encompasses regulation of the host immune response, effects on MTB-infected macrophage behavior, and its role as potential biomarkers. One notable example is the differential alternative splicing of Interleukin7 (IL7) in tissues infected with MTB170. Specifically, soluble IL7R (SIL7R), a receptor variant lacking exon 6, has been found dominantly expressed in MTB-infected lung tissues. Interestingly, this spliced variant is exclusive to lung tissues, suggesting a tissue-specific role in the disease process. The presence of SIL7R could serve as a potential biomarker for TB diagnosis or as a target for therapeutic interventions. Furthermore, the ratio of splicing subtypes of IL32, namely IL32G to IL32B, has been shown to influence disease outcomes. A higher IL32G/IL32B ratio is associated with increased production of interferon-gamma, a cytokine crucial for the immune response against TB. Conversely, a lower ratio correlates with elevated levels of other cytokines such as IL1Ra, IL6, and IL17, which are implicated in the disease's progression. The production of IL32 itself has been shown to confer resistance against MTB infection171.
The role of MTB in modulating alternative splicing events within host cells adds another layer of complexity to the pathophysiology of TB. Mvubu et al.172 have reported that MTB infection in lung epithelial cells can specifically regulate the alternative splicing of several genes, including Sodium-independent sulfate anion transporters (SLC26A11), interferon alpha-inducible protein 27 (IFI27), interferon-induced protein with tetratricopeptide repeats 3 (IFIT3), oligoadenylate synthetase like protein (OASL), Guanine nucleotide-binding protein G subunit beta-1 (GNB1), oligoadenylate synthetase 1 (OAS1), and ATP-binding cassette sub-family C member 2 (ABCC2). These splicing events result in the formation of specific isoforms that may contribute to the pathogenesis of TB. This suggests that MTB not only survives within host cells but also manipulates host cellular machinery to create a more favorable environment for its survival and proliferation.
Another study has identified that MTB induces a human splice variant of TLR1 that lacks exon 2 in TB patients173. This variant could potentially modulate the host immune response, further complicating the disease's progression and treatment. Collectively, these findings indicate that alternative splicing events triggered by MTB infection are not random but are highly specific and may have significant implications for disease progression and treatment. These splicing events could serve as potential biomarkers for TB diagnosis or as targets for novel therapeutic interventions.
Acute respiratory distress syndrome (ARDS), a severe stage or type of acute lung injury (ALI), is characterized by refractory arterial hypoxemia and respiratory failure and results in high morbidity and mortality of ARDS/ALI. RNA alternative splicing modulates the pathogenesis of ARDS by regulating gene expression involved in critical pathological processes, including inflammation, signal transduction, vascular remodeling, biomarker expression, and cell death and apoptosis. One of the key pathways implicated in the pathogenesis of ARDS is the Toll-like receptor (TLR) signaling pathway, which plays a dual role in both combating infection and promoting pathological inflammation.
In ARDS patients, alternative splicing events have been observed in TLR signaling-related genes, specifically MyD88 and IRAK1. These splicing events result in the production of long pro-inflammatory mRNAs (MyD88L and IRAK1) and shorter anti-inflammatory mRNAs (MyD88S and IRAK1c)174. This differential splicing may have significant implications for the inflammatory response in ARDS and could serve as a potential target for therapeutic intervention or as a prognostic marker. Another intriguing aspect of ARDS pathophysiology is the role of endoplasmic reticulum (ER) stress and the splicing of XBP-1. Inhibition of ER stress and induced XBP-1 splicing have been shown to inhibit M1 polarization and ameliorate LPS-induced ALI. This suggests that modulating ER stress and XBP-1 splicing could be a viable therapeutic strategy for ARDS. Additionally, both the class B scavenger receptor B1 (SR-B1) and its splice variant SR-B2 have been found to protect against LPS-induced lung injury and sepsis. This highlights the potential for targeting specific splice variants in the treatment of ARDS and related conditions. In summary, the alternative splicing events in genes related to TLR signaling, ER stress, and scavenger receptors offer promising avenues for the development of new prognostic markers and therapeutic strategies for ARDS.
ARDS in children with pneumonia presents a unique set of challenges, and understanding the genetic variations that contribute to this condition is crucial for developing targeted therapies. Several splicing factors, including TDP-43 (TARDBP), PTB1 (PTBP1), SRp40 (SFRS1), TIA-1 (TIA1), SR2/ASF (SFRS5), and U2AF 65 (U2AF2), have been implicated in ARDS in pediatric pneumonia patients. These splicing factors are known to regulate exon 9 skipping and may contribute to the disease's pathogenesis175. Wang et al.176 were pioneers in identifying dysregulated circRNAs in the lungs of mice with hypoxia-induced pulmonary hypertension (PH). CircRNAs, which are formed by the ligation of exons and introns, were found to play a significant role in hypoxia-induced PH and could serve as potential therapeutic targets. SNPs in the splicing factor CELF2 have also been associated with an increased risk of developing ARDS175. Fredericks et al.177 utilized RNA sequencing data to identify 11 genes, including FAS, ARL3, and GJA1, that exhibited changes in alternative splicing and alternative transcription in ARDS patients.
Additionally, the splicing factor hnRNPA1 has also been reported to regulate the MYLK gene, leading to the production of two non-muscle isoforms of myosin light chain kinase. These isoforms differ in the presence of exon 11 and are implicated in lung vascular integrity during acute respiratory distress or mechanical stress178. Corona Virus Disease 2019 (COVID-19) is a kind of acute respiratory infectious disease. Nakanishi et al.179 found COVID-19 severity is associated with alternative splicing in the lung, rather than the total expression of OAS1, ATP11A, DPP9, and NPNT, while COVID-19 susceptibility is related to MUC1 and PMF1 splicing. These examples nicely illustrate the importance of splicing factors and alternative splicing in the pathogenesis of ARDS and offer potential targets for therapeutic intervention. Understanding how these splicing factors and genetic variations contribute to ARDS could lead to more effective and personalized treatment strategies for this severe respiratory condition.
The intricate relationship between aberrant gene splicing and a myriad of diseases, including cancer and genetic disorders, is increasingly recognized. While splicing mutations can directly cause diseases, they can also modulate the severity of phenotypes and influence susceptibility to various conditions by affecting splicing efficiency. However, it is still difficult to determine the physiological function of alternative splicing phenomena, primarily because few experimental approaches exist to regulate endogenous RNA splicing. This creates an imperative for the development of innovative gene-editing techniques that can precisely modulate RNA splicing, both for academic research and clinical applications (Fig. 4).
One promising avenue is the application of genome editing technologies that target genomic DNA for permanent correction. For instance, CRISPR-Cas9 technology has shown promise in this regard. Ifuku et al.180 utilized CRISPR-Cas9 to restore dystrophin expression in myoblasts derived from patients with Duchenne muscular dystrophy by facilitating the skipping of single or multiple exons. Such advancements are not just academically intriguing but also have profound clinical implications. For example, gene re-editing methods are gradually being introduced into the clinical setting for the treatment of genetic diseases like cystic fibrosis.
It is possible that abnormal RNA splicing precedes and contributes to carcinogenesis, and that changes in RNA splicing may be a precursor in cancer initiation and warrant further investigation. RNA splicing can be applied to the following applications.
Many variable splicing events occur at different phenotypic characteristics in cancer and normal tissues, and it is valuable to detect splicing isoforms generated by variable splicing events as molecular biomarkers. For instance, the downregulation of SRSF1 has been shown to lead to the skipping of an exon in the PRRC2C gene, which is overexpressed in primary lung tumors. This differential splicing compared to normal lung tissue could serve as a potential biomarker for lung cancer86. Similarly, Tan et al.181 identify F-circEA-2a, a circRNA generated from the splicing of EML4-ALK variant 3b (EML4-ALK v3b), as a significant diagnostic tool for patients with NSCLC who are positive for the EML4-ALK fusion gene. This circRNA was found in tumor tissues but not in the plasma, further emphasizing its potential as a tissue-specific marker for NSCLC. Blazquez-Encinas et al.182 identified alterations in the splicing machinery of lung carcinoids, highlighting NOVA1, PRPF8, and SRSF10 as novel candidates for advancing the understanding of tumor biology and enhancing biomarker discovery.
Beyond the aforementioned splicing regulatory factors, certain splicing isoforms may serve as diagnostic markers for pulmonary diseases. The Ehm2 gene, a member of the NF2/ERM/4.1 superfamily, produces transcript variants Ehm2/1 and Ehm2/2 through alternative splicing. These isoforms have opposing effects on the invasiveness and migration of human lung adenocarcinoma cells, thereby highlighting the functional significance of splicing isoforms in cancer183. The transcriptional loss of the oncogenic driver MET exon 14 is observed in 3%–4% of patients diagnosed with NSCLC. Tipotinib, a highly selective MET inhibitor, demonstrates a moderate efficacy and safety profile within this patient cohort. The MET exon 14 skippings could serve as a potential biomarker for therapeutic intervention in these patients. Consequently, the intricacies of RNA splicing offer valuable insights into the early diagnosis of diseases. The subtle alterations in gene expression facilitated by alternative splicing can serve as indicators of the initial phases of disease progression.
The manipulation of alternative splicing events offers a promising avenue for targeted therapies in various diseases, including cancer. Numerous clinically approved pharmaceuticals can modulate RNA splicing via a variety of mechanisms. Here, we summarized the molecules that could be potential targets of splicing factors or events for pulmonary disease treatment (Table 2184-218).
A diverse array of methodologies, encompassing the inhibition of essential spliceosomal proteins or regulatory splicing factors as well as the modulation of specific alternative splicing events, is currently undergoing preclinical and clinical development. Focusing on splicing factors presents novel opportunities for therapy methods, consequently, targeting protein degradation (TPD) emerges as a highly promising avenue in the field of drug discovery. Gosavi et al.219 developed a novel proteolysis targeting chimeras (PROTAC)-O4I2 compound which selectively targets and degrade SF3B1, a splicing factor associated with a variety of cancers. More than 20 proteolysis targeting chimeras models are now in clinical trials, showcasing the rapid advancement of this innovative therapeutic approach220.
In addition, antisense oligonucleotides (ASOs) and gene-editing technologies like CRISPR/Cas9 could be promising treatment strategies for further investigation by blocking or altering negative splicing-regulatory elements to fix abnormal splicing. Among the ten ASO drugs currently available on the market, four utilize the exon inclusion/jump mechanism, primarily targeting muscle-related diseases. These drugs include Nosinersen sodium for the treatment of spinal muscular atrophy (SMA), which involves exon 7221. Additionally, three drugs are indicated for the treatment of Duchenne Muscular Dystrophy (DMD): Eteplirsen, Golodirsen, and Casimersen222. Cas9/gRNA targeted excision has been shown to restore normal splicing in all three mutations of CFTR mRNA, which is implicated in cystic fibrosis. This approach can also be extended to correct abnormal splicing signals or remove disruptive transcription regulatory motifs, offering a promising therapeutic strategy for a range of genetic diseases223. Nevertheless, the primary challenge in the in vivo application of CRISPR/Cas9 remains the off-target effects. Furthermore, the optimization of CRISPR/Cas9 delivery systems, including viral vectors such as adeno-associated virus (AAV) and the advancement of non-viral vectors, is imperative for its successful implementation.
The role of abnormal RNA splicing in tumorigenesis and drug resistance is increasingly being recognized as a critical factor. One such example is the overexpression of metastasis-associated lung adenocarcinoma transcript 1 (MALAT1) has been shown to promote the expression of anti-apoptotic and EMT-related genes. Inhibition of MALAT1, on the other hand, leads to reduced expression of the RNA-binding Fox-1 homolog 2 (RBFOX2). This, in turn, prioritizes the splicing of the pro-apoptotic isoform of KIF1B (KIF1B-beta), thereby increasing anoikis, a form of programmed cell death that occurs in anchorage-dependent cells when they detach from the surrounding extracellular matrix224.
Additionally, the deletion of MALAT1 also changed the phosphorylation status of SR proteins, including SRSF1, SRSF2, and SRSF3225. Wang et al.226 reported that lung cancer cells can respond to chemotherapy by decreasing alternative splicing events. This is achieved through specific splicing factors, including SRSF7, SRSF3, PRPF8, and HNRNPC, as well as RNA deconjugating enzymes such as EIF4A3, DDX39A, DDX11, and BRIP1. As a result, there is a decrease in gene transcription. Ouyang et al.227 also found that Circ_0001786 increases gefitinib tolerance and malignant development in NSCLC through miR-34b-5p/SRSF1 signaling. These SR proteins are essential splicing factors, and their altered phosphorylation status could have significant implications for RNA splicing and, consequently, for cellular functions and responses to therapies. The destruction of splicing factor activity can indeed contribute to drug resistance, making it a challenging obstacle in cancer treatment. It is suggested that the splicing changes may have a specific promoting effect on the tumor, and targeting these processes may offer a novel approach to overcome drug resistance and improve treatment outcomes.
High-throughput transcriptome sequencing, known as RNA-seq, has offered extensive data on splicing events and splicing factors across entire genomes. For instance, Di Modugno et al.228 utilized RNA sequencing to determine tumoral and stromal hMENA isoforms in lung cancer, which impacted tertiary lymphoid structure localization and predicted immune checkpoint blockade response. SRSF6 has been identified as a potential therapeutic target for small-cell lung cancer based on RNA sequencing. This has significant implications for precision medicine, particularly in the diagnosis and treatment of genetic diseases and various forms of cancer (Table 39,152,229233).
Recently, the third-generation sequencing technology single-molecule real-time sequencing (SMRT) has been of great significance in the understanding and development of RNA splicing. Single-molecule real-time sequencing offers the advantage of long-read sequencing, which allows researchers to more comprehensively analyze RNA structure and function, especially in identifying and annotating splice variants. Oka et al.234 identified aberrant splicing isoforms as transcripts of potential neoantigens through full-length transcriptome sequencing in NSCLC. With advancements in the accuracy and throughput of long-read sequencing technologies, their integration into single-cell sequencing methodologies is accelerating. Long-read sequencing not only elucidates intricate patterns of cell type-specific splicing but also delivers unparalleled insights into the origins of cellular complexity, thereby presenting novel opportunities for drug development235.
In terms of analytical tools, several software programs and models have been developed to study alternative splicing. ASTALAVISTA is a visualization tool that can identify splicing sites within databases236. The MISO (Mixture-of-Isoforms) model has been designed to estimate the expression of alternative splicing exons and isoforms237. The ENCORI database and correlation analysis can be utilized to identify key splicing factors226. Cufflinks is an open-source software that allows for the quantitative and differential expression analysis of transcripts238. Another innovative approach is Targeted AID-induced mutagenesis, which has been used to analyze mutations related to tumor drug resistance. This method allows for the random mutation of the G base of sgRNA to other bases on the DNA targeted by CCMG, providing insights into the mechanisms of drug resistance in cancer239.
A significant limitation of existing sequencing methods is their inability to accurately quantify splicing changes in low-expression genes. This poses a challenge for the comprehensive understanding of alternative splicing in the context of disease. Therefore, to improve the accuracy of splicing quantification, there is an urgent need to overcome these obstacles and realize the full potential of RNA splicing in the diagnosis and treatment of diseases.
RNA splicing serves as a pivotal mechanism in regulating gene expression, both in pathological and physiological contexts across various tissues and organs, including muscle, lung, and heart development240. AS in lung diseases has a unique genetic mechanism compared to alternative splicing in other diseases. Among them, lung diseases are usually caused by a complex interplay between genetic susceptibility and environmental exposure (such as smoking and pollutants), which are not as prevalent in other diseases. For instance, the severity of COVID-19 is associated with alternative splicing in the lung, rather than the overall expression of genes like OAS1, ATP11A, DPP9, and NPNT179. This indicates that the regulation of alternative splicing in lung tissue is a key factor in disease severity, which may not be as evident in other disease contexts. AS provides a mechanism through which genetic variations can regulate susceptibility to environmental damage, thereby affecting disease risk and severity. Meanwhile, ATP11A, DPP9, NPNT, and MUC1 are specifically enriched in alveolar epithelial cells, highlighting their tissue-specific roles. This tissue-specific expression pattern emphasizes the importance of AS in lung function and disease. Ultimately, AS also holds significant potential in the treatment of lung diseases. Previous research has mentioned a fundamental principle, which is to explore the use of splicing switch oligonucleotides and other therapeutic methods to target lung AS for respiratory diseases. This method is particularly relevant to lung diseases because of the possibility of delivering drugs directly to the lungs through inhalation, which may not be feasible for other organs241.
During lung development and injury, mRNA transcript levels of specific genes, such as CD44, undergo significant changes. CD44 exists in two isoforms-CD44s and CD44v-generated through alternative splicing. In normal lung tissue, CD44s is predominantly expressed on the cell surface of alveolar macrophages, some interstitial cells, and epithelial cells. During lung development, the CD44v9 isoform appears at the pseudo glandular stage, while exon v6-encoded isoforms are observed at the saccular stage242. In the realm of cancer genomics, alterations in RNA splicing often reflect broader changes in gene expression. Recent research in lung diseases has unearthed invaluable insights into previously unidentified RNA targets, mis-spliced RNAs, and the regulation of aberrant splicing events. Investigating these RNA editing events can lead to the discovery of novel disease biomarkers and facilitate more personalized therapeutic interventions. For instance, the gene ESYT2 has two primary splicing variants distinguished by the presence or absence of exon 13B. The short splice variant (ESYT2-S) is downregulated in tumors, while the long splice variant (ESYT2-L) is upregulated243.
Targeting cancer-specific alternative splicing events or the splicing factors that regulate them offers a promising avenue for therapeutic intervention. This review also reviewed more current literature on the role of alternative splicing as biomarkers, therapeutic targets, and therapeutic resistance in various lung diseases, and described the functions and mechanisms of multiple splicing variants in detail. Drugs like Indisulam inhibit tumor growth by inducing RBM39 degradation through DCAF15 recruitment. Another example is the oral small-molecule drug H3B-8800, which targets spliceosome mutations and inhibits the SF3b complex containing either wild-type or mutant RNA splicing factor SF3B1, thereby suppressing tumor growth244. Gene-editing techniques like CRISPR have shown promise in correcting splicing mutations, such as those in the MET gene. However, challenges like the presence of multiple mutations and the precision required for CRISPR targeting may limit its immediate applicability as a first-line treatment option.
Research on alternative splicing in lung diseases has made significant strides, especially with the advent of advanced analytical methods. For instance, Olivieri et al.245 succeeded in revealing cell-type-specific splicing patterns in human lung cells through a novel statistical method in 2022. These have led to the identification of new splicing events and splicing signatures that could serve as predictors for various lung diseases. Furthermore, existing single-cell long-read sequencing technologies enable more accurate analysis of tissue-specific alternative splicing events, as exemplified by studies such as Yang et al.246 employed long-read sequencing to identify coordinated splicing and cell type-specific intron retention events. They found that autism patients had significantly more de novo mutations in cell type-specific exons than their siblings. Joglekar et al.247 analyzed single-cell RNA isoforms and discovered significant cell type-specific differences in splicing, transcription initiation, and polyadenylation sites. These differences impact protein structure and correlate with disease-related variations. Additionally, neurotransmitter transport and synaptic transition genes show cell type specificity across various anatomical regions. However, there is currently a lack of single-cell long-read sequencing research related to lung diseases.
Moreover, the effectiveness of many chemotherapy drugs could be compromised by abnormal splicing events in lung tissues. Research in this area has the potential to further define various lung diseases and their subtypes and provide more personalized treatment options. Therefore, further exploration into the molecular and biological mechanisms of alternative splicing is imperative. Identifying functional roles and developing techniques to target specific splicing events are crucial areas for future research. This holds significant promise for elucidating the pathogenesis of lung diseases and offers new avenues for their prevention and treatment.
Many cancer-related RNA transcripts are not due to point mutations in RNA itself but to the expression or functional changes of splicing factors, which regulate the orderly splicing of primary gene transcription, resulting in abnormal expression of carcinoembryonic subtypes with greater proliferative ability. Taken together, RNA splicing events have emerged as a major research focus in the study of human diseases, particularly lung diseases. They offer high specificity for organ, tissue, or cell type in diagnosis, treatment, and prognosis248. This review article effectively summarizes previously unknown novel RNA splicing biomarkers that are specifically associated with the progression of pulmonary diseases. For instance, mutations in RBM10 can serve as a potential negative prognostic/predictive biomarker for the treatment of non-small cell lung cancer249. These markers provide a more nuanced understanding of the pathology of the disease. The study also provides a comprehensive summary of new bioinformatics technologies for detecting alternative splicing, enabling a more holistic analysis of RNA splicing patterns across different stages of pulmonary diseases. Mechanistically, the article lists the functions of newly discovered splicing factors in the progression of lung diseases, which have never been summarized before. It also correlates splicing events with clinical relevance, summarizing that specific splicing events can serve as predictive markers for disease severity and treatment response. Finally, we have also listed medicines that target splicing pathways for the clinical treatment of lung diseases. Given the current state of research, the development of splicing-related drugs could be revolutionary, emphasizing the need for further studies on the function and mechanisms of splicing in lung diseases.
1.
Ravimohan S, Kornfeld H, Weissman D, Bisson GP. Tuberculosis and lung damage: from epidemiology to pathophysiology. Eur Respir Rev 2018;27:170077.
2.
Chow LT, Gelinas RE, Broker TR, Roberts RJ. An amazing sequence arrangement at the 5' ends of adenovirus 2 messenger RNA. Cell 1977;12:1—8.
3.
Wright CJ, Smith CWJ, Jiggins CD. Alternative splicing as a source of phenotypic diversity. Nat Rev Genet 2022;23:697—710.
4.
Luco RF, Allo M, Schor IE, Kornblihtt AR, Misteli T. Epigenetics in alternative pre-mRNA splicing. Cell 2011;144:16—26.
5.
Murray V, Holliday R. A mechanism for RNA—RNA splicing and a model for the control of gene expression. Genet Res 1979;34:173—88.
6.
Wang ET, Sandberg R, Luo S, Khrebtukova I, Zhang L, Mayr C, et al. Alternative isoform regulation in human tissue transcriptomes. Nature 2008;456:470—6.
7.
Wu Q, Feng L, Wang Y, Mao Y, Di X, Zhang K, et al. Multi-omics analysis reveals RNA splicing alterations and their biological and clinical implications in lung adenocarcinoma. Signal Transduct Target Ther 2022;7:270.
8.
Bhadra M, Howell P, Dutta S, Heintz C, Mair WB. Alternative splicing in aging and longevity. Hum Genet 2020;139:357—69.
9.
Lv Y, Zhang W, Zhao J, Sun B, Qi Y, Ji H, et al. SRSF1 inhibits autophagy through regulating Bcl-x splicing and interacting with PIK3C3 in lung cancer. Signal Transduct Target Ther 2021;6:108.
10.
Scotti MM, Swanson MS. RNA mis-splicing in disease. Nat Rev Genet 2016;17:19—32.
11.
Dlamini Z, Mokoena F, Hull R. Abnormalities in alternative splicing in diabetes: therapeutic targets. J Mol Endocrinol 2017;59:R93—107.
12.
Kim HK, Pham MHC, Ko KS, Rhee BD, Han J. Alternative splicing isoforms in health and disease. Pflugers Arch 2018;470:995—1016.
13.
Lu SX, De Neef E, Thomas JD, Sabio E, Rousseau B, Gigoux M, et al. Pharmacologic modulation of RNA splicing enhances antitumor immunity. Cell 2021;184. 4032—47.e31.
14.
Akey DL, Brown WC, Dutta S, Konwerski J, Jose J, Jurkiw TJ, et al. Flavivirus NS1 structures reveal surfaces for associations with membranes and the immune system. Science 2014;343:881—5.
15.
Flemington EK, Flemington SA, O’Grady TM, Baddoo M, Nguyen T, Dong Y, et al. SpliceTools, a suite of downstream RNA splicing analysis tools to investigate mechanisms and impact of alternative splicing. Nucleic Acids Res 2023;51:e42.
16.
Prasanth KV, Prasanth SG, Xuan Z, Hearn S, Freier SM, Bennett CF, et al. Regulating gene expression through RNA nuclear retention. Cell 2005;123:249—63.
17.
Ben-Dov C, Hartmann B, Lundgren J, Valcarcel J. Genome-wide analysis of alternative pre-mRNA splicing. J Biol Chem 2008;283:1229—33.
18.
Szafranski K, Fritsch C, Schumann F, Siebel L, Sinha R, Hampe J, et al. Physiological state co-regulates thousands of mammalian mRNA splicing events at tandem splice sites and alternative exons. Nucleic Acids Res 2014;42:8895—904.
19.
Gasdaska PY, Fisher H, Powis G. An alternatively spliced form of NQO1 (DT-diaphorase) messenger RNA lacking the putative quinone substrate binding site is present in human normal and tumor tissues. Cancer Res 1995;55:2542—7.
20.
Sellin M, Mack R, Rhodes MC, Zhang L, Berg S, Joshi K, et al. Molecular mechanisms by which splice modulator GEX1A inhibits leukaemia development and progression. Br J Cancer 2022;127:223—36.
21.
Warzecha CC, Jiang P, Amirikian K, Dittmar KA, Lu H, Shen S, et al. An ESRP-regulated splicing programme is abrogated during the epithelial—mesenchymal transition. EMBO J 2010;29:3286—300.
22.
Lee Y, Rio DC. Mechanisms and regulation of alternative pre-mRNA splicing. Annu Rev Biochem 2015;84:291—323.
23.
Cousineau B, Lawrence S, Smith D, Belfort M. Retrotransposition of a bacterial group II intron. Nature 2000;404:1018—21.
24.
Philipps D, Celotto AM, Wang QQ, Tarng RS, Graveley BR. Arginine/serine repeats are sufficient to constitute a splicing activation domain. Nucleic Acids Res 2003;31:6502—8.
25.
Bracco L, Kearsey J. The relevance of alternative RNA splicing to pharmacogenomics. Trends Biotechnol 2003;21:346—53.
26.
Visconte V, Rogers HJ, Singh J, Barnard J, Bupathi M, Traina F, et al. SF3B1 haploinsufficiency leads to formation of ring sideroblasts in myelodysplastic syndromes. Blood 2012;120:3173—86.
27.
Wang S, Sun Z, Lei Z, Zhang HT. RNA-binding proteins and cancer metastasis. Semin Cancer Biol 2022;86:748—68.
28.
Liu J, Yang S, Cao B, Zhou G, Zhang F, Wang Y, et al. Targeting B7-H3 via chimeric antigen receptor T cells and bispecific killer cell engagers augments antitumor response of cytotoxic lymphocytes. J Hematol Oncol 2021;14:21.
29.
Oudkerk M, Liu S, Heuvelmans MA, Walter JE, Field JK. Lung cancer LDCT screening and mortality reduction—evidence, pitfalls and future perspectives. Nat Rev Clin Oncol 2021;18:135—51.
30.
Li W, Liu JB, Hou LK, Yu F, Zhang J, Wu W, et al. Liquid biopsy in lung cancer: significance in diagnostics, prediction, and treatment monitoring. Mol Cancer 2022;21:25.
31.
Zhang Y, Zhao M, Shen L, Ren Y, Su L, Li X, et al. Genetic polymorphisms of TERT and CLPTM1L and risk of lung cancer: a case-control study in northeast Chinese male population. Med Oncol 2014;31:18.
32.
Zhao C, Zhu L, Li R, Wang H, Cai Z. Omics approach reveals metabolic disorders associated with the cytotoxicity of airborne particulate matter in human lung carcinoma cells. Environ Pollut 2019;246:45—52.
33.
Mori N, Yokota J, Akiyama T, Sameshima Y, Okamoto A, Mizoguchi H, et al. Variable mutations of the RB gene in small-cell lung carcinoma. Oncogene 1990;5:1713—7.
34.
Zhang S, Bao Y, Shen X, Pan Y, Sun Y, Xiao M, et al. RNA binding motif protein 10 suppresses lung cancer progression by controlling alternative splicing of eukaryotic translation initiation factor 4H. EBioMedicine 2020;61:103067.
35.
Sheng J, Zhao Q, Zhao J, Zhang W, Sun Y, Qin P, et al. SRSF1 modulates PTPMT1 alternative splicing to regulate lung cancer cell radioresistance. EBioMedicine 2018;38:113—26.
36.
Wang PS, Liu Z, Sweef O, Xie J, Chen J, Zhu H, et al. Long noncoding RNA ABHD11-AS1 interacts with SART3 and regulates CD44 RNA alternative splicing to promote lung carcinogenesis. Environ Int 2024;185:108494.
37.
Jin M, Liu B, Chen C, Huang Y, Zhang H, Chen B, et al. Genome-wide splicing quantitative expression locus analysis identifies causal risk variants for non-small cell lung cancer. Cancer Res 2023;83:1742—56.
38.
Yu X, Harris SL, Levine AJ. The regulation of exosome secretion: a novel function of the p53 protein. Cancer Res 2006;66:4795—801.
39.
Wang JZ, Fu X, Fang Z, Liu H, Zong FY, Zhu H, et al. QKI-5 regulates the alternative splicing of cytoskeletal gene ADD3 in lung cancer. J Mol Cell Biol 2021;13:347—60.
40.
Liao KC, Chuo V, Fagg WS, Modahl CM, Widen S, Garcia-Blanco MA. The RNA binding protein quaking represses splicing of the fibronectin EDA exon and downregulates the interferon response. Nucleic Acids Res 2021;49:10034—45.
41.
Serrano P, Hammond JA, Geralt M, Wuthrich K. Splicing site recognition by synergy of three domains in splicing factor RBM10. Biochemistry 2018;57:1563—7.
42.
Oh JJ, Razfar A, Delgado I, Reed RA, Malkina A, Boctor B, et al. 3p21.3 tumor suppressor gene H37/Luca15/RBM5 inhibits growth of human lung cancer cells through cell cycle arrest and apoptosis. Cancer Res 2006;66:3419—27.
43.
Wang Y, Chen D, Qian H, Tsai YS, Shao S, Liu Q, et al. The splicing factor RBM4 controls apoptosis, proliferation, and migration to suppress tumor progression. Cancer Cell 2014;26:374—89.
44.
Bielli P, Bordi M, Di Biasio V, Sette C. Regulation of BCL-X splicing reveals a role for the polypyrimidine tract binding protein (PTBP1/hnRNP I) in alternative 5' splice site selection. Nucleic Acids Res 2014;42:12070—81.
45.
Shao C, Zhao L, Wang K, Xu W, Zhang J, Yang B. The tumor suppressor gene RBM5 inhibits lung adenocarcinoma cell growth and induces apoptosis. World J Surg Oncol 2012;10:160.
46.
Li S, Shen L, Huang L, Lei S, Cai X, Breitzig M, et al. PTBP1 enhances exon11a skipping in Mena pre-mRNA to promote migration and invasion in lung carcinoma cells. Biochim Biophys Acta Gene Regul Mech 2019;1862:858—69.
47.
Li H, Sun X, Lv Y, Wei G, Ni T, Qin W, et al. Downregulation of splicing factor PTBP1 curtails FBXO5 expression to promote cellular senescence in lung adenocarcinoma. Curr Issues Mol Biol 2024;46:7730—44.
48.
Lee YF, Phua CZJ, Yuan J, Zhang B, Lee MY, Kannan S, et al. PARP4 interacts with hnRNPM to regulate splicing during lung cancer progression. Genome Med 2024;16:91.
49.
Qu A, Han B, Hua M, Wang C, Li T. SF3B4 downregulation restrains lung adenocarcinoma tumorigenesis via 5' alternative splicing of KAT2A. Sci Rep 2024;14:30.
50.
Ma Z, Chen H, Xia Z, You J, Han C, Wang S, et al. Energy stress-induced circZFR enhances oxidative phosphorylation in lung adenocarcinoma via regulating alternative splicing. J Exp Clin Cancer Res 2023;42:169.
51.
Chen QW, Cai QQ, Yang Y, Dong S, Liu YY, Chen ZY, et al. LncRNA BC promotes lung adenocarcinoma progression by modulating IMPAD1 alternative splicing. Clin Transl Med 2023;13:e1129.
52.
Comiskey Jr DF, Jacob AG, Singh RK, Tapia-Santos AS, Chandler DS. Splicing factor SRSF1 negatively regulates alternative splicing of MDM2 under damage. Nucleic Acids Res 2015;43:4202—18.
53.
Sun C, Gao W, Liu J, Cheng H, Hao J. FGL1 regulates acquired resistance to Gefitinib by inhibiting apoptosis in non-small cell lung cancer. Respir Res 2020;21:210.
54.
Liu Y, Nie H, Liu C, Zhai X, Sang Q, Wang Y, et al. Angulin proteins ILDR1 and ILDR2 regulate alternative pre-mRNA splicing through binding to splicing factors TRA2A, TRA2B, or SRSF1. Sci Rep 2017;7:7466.
55.
Del Gatto-Konczak F, Olive M, Gesnel MC, Breathnach R. hnRNP A1 recruited to an exon in vivo can function as an exon splicing silencer. Mol Cell Biol 1999;19:251—60.
56.
Nowak DG, Woolard J, Amin EM, Konopatskaya O, Saleem MA, Churchill AJ, et al. Expression of pro- and anti-angiogenic isoforms of VEGF is differentially regulated by splicing and growth factors. J Cell Sci 2008;121:3487—95.
57.
Liu H, Gong Z, Li K, Zhang Q, Xu Z, Xu Y. SRPK1/2 and PP1alpha exert opposite functions by modulating SRSF1-guided MKNK2 alternative splicing in colon adenocarcinoma. J Exp Clin Cancer Res 2021;40:75.
58.
Bonnal S, Martinez C, Forch P, Bachi A, Wilm M, Valcarcel J. RBM5/Luca-15/H37 regulates Fas alternative splice site pairing after exon definition. Mol Cell 2008;32:81—95.
59.
Bonomi S, di Matteo A, Buratti E, Cabianca DS, Baralle FE, Ghigna C, et al. HnRNP A1 controls a splicing regulatory circuit promoting mesenchymal-to-epithelial transition. Nucleic Acids Res 2013;41:8665—79.
60.
Das S, Anczukow O, Akerman M, Krainer AR. Oncogenic splicing factor SRSF1 is a critical transcriptional target of MYC. Cell Rep 2012;1:110—7.
61.
Boudria A, Abou Faycal C, Jia T, Gout S, Keramidas M, Didier C, et al. VEGF(165) b, a splice variant of VEGF-A, promotes lung tumor progression and escape from anti-angiogenic therapies through a beta1 integrin/VEGFR autocrine loop. Oncogene 2019;38:1050—66.
62.
Xie YX, Wang L, Zhou ZH, Liu WJ, Wang W, Yang JH, et al. m6A RNA methyltransferase METTL16 induces Cr(VI) carcinogenesis and lung cancer development through glutamine biosynthesis and GLUL expression. J Hazard Mater 2024;480:136093.
63.
Fish L, Navickas A, Culbertson B, Xu Y, Nguyen HCB, Zhang S, et al. Nuclear TARBP2 drives oncogenic dysregulation of RNA splicing and decay. Mol Cell 2019;75:967—81.e9.
64.
Ludlow AT, Wong MS, Robin JD, Batten K, Yuan L, Lai TP, et al. NOVA1 regulates hTERT splicing and cell growth in non-small cell lung cancer. Nat Commun 2018;9:3112.
65.
Wickramasinghe VO, Gonzalez-Porta M, Perera D, Bartolozzi AR, Sibley CR, Hallegger M, et al. Regulation of constitutive and alternative mRNA splicing across the human transcriptome by PRPF8 is determined by 5' splice site strength. Genome Biol 2015;16:201.
66.
Zhang J, Manley JL. Misregulation of pre-mRNA alternative splicing in cancer. Cancer Discov 2013;3:1228—37.
67.
Sakamoto Y, Miyake S, Oka M, Kanai A, Kawai Y, Nagasawa S, et al. Phasing analysis of lung cancer genomes using a long read sequencer. Nat Commun 2022;13:3464.
68.
Wang H, Guo M, Wei H, Chen Y. Targeting p53 pathways: mechanisms, structures, and advances in therapy. Signal Transduct Target Ther 2023;8:92.
69.
Salgia R, Skarin AT. Molecular abnormalities in lung cancer. J Clin Oncol 1998;16:1207—17.
70.
Malkin D, Li FP, Strong LC, Fraumeni Jr JF, Nelson CE, Kim DH, et al. Germ line p53 mutations in a familial syndrome of breast cancer, sarcomas, and other neoplasms. Science 1990;250:1233—8.
71.
Allende-Vega N, Dayal S, Agarwala U, Sparks A, Bourdon JC, Saville MK. p53 is activated in response to disruption of the pre-mRNA splicing machinery. Oncogene 2013;32:1—14.
72.
Mironov A, Petrova M, Margasyuk S, Vlasenok M, Mironov AA, Skvortsov D, et al. Tissue-specific regulation of gene expression via unproductive splicing. Nucleic Acids Res 2023;51:3055—66.
73.
Trouvilliez S, Cicero J, Leveque R, Aubert L, Corbet C, Van Outryve A, et al. Direct interaction of TrkA/CD44v3 is essential for NGF-promoted aggressiveness of breast cancer cells. J Exp Clin Cancer Res 2022;41:110.
74.
Larsen JE, Nathan V, Osborne JK, Farrow RK, Deb D, Sullivan JP, et al. ZEB1 drives epithelial-to-mesenchymal transition in lung cancer. J Clin Investig 2016;126:3219—35.
75.
Yang JH, Brandao HB, Hansen AS. DNA double-strand break end synapsis by DNA loop extrusion. Nat Commun 2023;14:1913.
76.
Cui X, Hao C, Gong L, Kajitani N, Schwartz S. HnRNP D activates production of HPV16 E1 and E6 mRNAs by promoting intron retention. Nucleic Acids Res 2022;50:2782—806.
77.
Aird D, Teng T, Huang CL, Pazolli E, Banka D, Cheung-Ong K, et al. Sensitivity to splicing modulation of BCL2 family genes defines cancer therapeutic strategies for splicing modulators. Nat Commun 2019;10:137.
78.
Aktas Samur A, Fulciniti M, Avet-Loiseau H, Lopez MA, Derebail S, Corre J, et al. In-depth analysis of alternative splicing landscape in multiple myeloma and potential role of dysregulated splicing factors. Blood Cancer J 2022;12:171.
79.
Fan W, Huang J, Tian F, Hong X, Zhu K, Zhan Y, et al. m6A-Modified SNRPA controls alternative splicing of ERCC1 exon 8 to induce cisplatin resistance in lung adenocarcinoma. Adv Sci 2024;11:e2404609.
80.
Lee SC, Abdel-Wahab O. Therapeutic targeting of splicing in cancer. Nat Med 2016;22:976—86.
81.
Hernandez J, Bechara E, Schlesinger D, Delgado J, Serrano L, Valcarcel J. Tumor suppressor properties of the splicing regulatory factor RBM10. RNA Biol 2016;13:466—72.
82.
Szewczyk MM, Luciani GM, Vu V, Murison A, Dilworth D, Barghout SH, et al. PRMT5 regulates ATF4 transcript splicing and oxidative stress response. Redox Biol 2022;51:102282.
83.
de Oliveira Freitas Machado C, Schafranek M, Bruggemann M, Hernandez Canas MC, Keller M, Di Liddo A, et al. Poison cassette exon splicing of SRSF6 regulates nuclear speckle dispersal and the response to hypoxia. Nucleic Acids Res 2023;51:870—90.
84.
Chen S, Yang C, Wang ZW, Hu JF, Pan JJ, Liao CY, et al. CLK1/SRSF5 pathway induces aberrant exon skipping of METTL14 and Cyclin L2 and promotes growth and metastasis of pancreatic cancer. J Hematol Oncol 2021;14:60.
85.
Miele A, Medina R, van Wijnen AJ, Stein GS, Stein JL. The interactome of the histone gene regulatory factor HiNF-P suggests novel cell cycle related roles in transcriptional control and RNA processing. J Cell Biochem 2007;102:136—48.
86.
de Miguel FJ, Sharma RD, Pajares MJ, Montuenga LM, Rubio A, Pio R. Identification of alternative splicing events regulated by the oncogenic factor SRSF1 in lung cancer. Cancer Res 2014;74:1105—15.
87.
Wang J, Liu T, Wang M, Lv W, Wang Y, Jia Y, et al. SRSF1-dependent alternative splicing attenuates BIN1 expression in nonsmall cell lung cancer. J Cell Biochem 2020;121:946—53.
88.
Clery A, Krepl M, Nguyen CKX, Moursy A, Jorjani H, Katsantoni M, et al. Structure of SRSF1 RRM1 bound to RNA reveals an unexpected bimodal mode of interaction and explains its involvement in SMN1 exon7 splicing. Nat Commun 2021;12:428.
89.
Grelet S, Link LA, Howley B, Obellianne C, Palanisamy V, Gangaraju VK, et al. A regulated PNUTS mRNA to lncRNA splice switch mediates EMT and tumour progression. Nat Cell Biol 2017;19:1105—15.
90.
Sebestyen E, Zawisza M, Eyras E. Detection of recurrent alternative splicing switches in tumor samples reveals novel signatures of cancer. Nucleic Acids Res 2015;43:1345—56.
91.
Chen X, Liu Y, Xu C, Ba L, Liu Z, Li X, et al. QKI is a critical pre-mRNA alternative splicing regulator of cardiac myofibrillogenesis and contractile function. Nat Commun 2021;12:89.
92.
Hooper AT, Marquette K, Chang CB, Golas J, Jain S, Lam MH, et al. Anti-extra domain B splice variant of fibronectin antibody—drug conjugate eliminates tumors with enhanced efficacy when combined with checkpoint blockade. Mol Cancer Ther 2022;21:1462—72.
93.
Qin M, Wei G, Sun X. Circ-UBR5: an exonic circular RNA and novel small nuclear RNA involved in RNA splicing. Biochem Biophys Res Commun 2018;503:1027—34.
94.
Xu N, Ren Y, Bao Y, Shen X, Kang J, Wang N, et al. PUF60 promotes cell cycle and lung cancer progression by regulating alternative splicing of CDC25C. Cell Rep 2023;42:113041.
95.
Pan Y, Cheng Y. Splicing factor proline- and glutamine-rich regulates cytotoxic T lymphocytes-mediated cytotoxicity on non-small cell lung cancer by directly binding to PD-L1 3'UTR. Medicine (Baltim) 2023;102:e35837.
96.
Corkery DP, Clarke LE, Gebremeskel S, Salsman J, Pinder J, Le Page C, et al. Loss of PRP4K drives anoikis resistance in part by dysregulation of epidermal growth factor receptor endosomal trafficking. Oncogene 2018;37:174—84.
97.
Sun Q, Liu R, Zhang H, Zong L, Jing X, Ma L, et al. Fascin actin-bundling protein 1 regulates non-small cell lung cancer progression by influencing the transcription and splicing of tumorigenesis-related genes. PeerJ 2023;11:e16526.
98.
Cutting GR. Cystic fibrosis genetics: from molecular understanding to clinical application. Nat Rev Genet 2015;16:45—56.
99.
Buratti E, Dork T, Zuccato E, Pagani F, Romano M, Baralle FE. Nuclear factor TDP-43 and SR proteins promote in vitro and in vivo CFTR exon 9 skipping. EMBO J 2001;20:1774—84.
100.
Igreja S, Clarke LA, Botelho HM, Marques L, Amaral MD. Correction of a cystic fibrosis splicing mutation by antisense oligonucleotides. Hum Mutat 2016;37:209—15.
101.
Michaels WE, Bridges RJ, Hastings ML. Antisense oligonucleotide-mediated correction of CFTR splicing improves chloride secretion in cystic fibrosis patient-derived bronchial epithelial cells. Nucleic Acids Res 2020;48:7454—67.
102.
Oren YS, Irony-Tur Sinai M, Golec A, Barchad-Avitzur O, Mutyam V, Li Y, et al. Antisense oligonucleotide-based drug development for cystic fibrosis patients carrying the 3849+10 kb C-to-T splicing mutation. J Cyst Fibros 2021;20:865—75.
103.
Hull-Ryde EA, Minges JT, Martino MEB, Kato T, Norris-Drouin JL, Ribeiro CMP. IRE1alpha is a therapeutic target for cystic fibrosis airway inflammation. Int J Mol Sci 2021;22:3063.
104.
Kamei S, Fujikawa H, Nohara H, Ueno-Shuto K, Maruta K, Nakashima R, et al. Zinc deficiency via a splice switch in zinc importer ZIP2/SLC39A2 causes cystic fibrosis-associated MUC5AC hypersecretion in airway epithelial cells. EBioMedicine 2018;27:304—16.
105.
Sharma N, Evans TA, Pellicore MJ, Davis E, Aksit MA, McCague AF, et al. Capitalizing on the heterogeneous effects of CFTR nonsense and frameshift variants to inform therapeutic strategy for cystic fibrosis. PLoS Genet 2018;14:e1007723.
106.
Maule G, Casini A, Montagna C, Ramalho AS, De Boeck K, Debyser Z, et al. Allele specific repair of splicing mutations in cystic fibrosis through AsCas12a genome editing. Nat Commun 2019;10:3556.
107.
Donega S, Rogalska ME, Pianigiani G, Igreja S, Amaral MD, Pagani F. Rescue of common exon-skipping mutations in cystic fibrosis with modified U1 snRNAs. Hum Mutat 2020;41:2143—54.
108.
Wilk JB, Shrine NR, Loehr LR, Zhao JH, Manichaikul A, Lopez LM, et al. Genome-wide association studies identify CHRNA5/3 and HTR4 in the development of airflow obstruction. Am J Respir Crit Care Med 2012;186:622—32.
109.
Mannino DM, Homa DM, Akinbami LJ, Ford ES, Redd SC. Chronic obstructive pulmonary disease surveillance—United States, 1971—2000. Respir Care 2002;47:1184—99.
110.
Stang P, Lydick E, Silberman C, Kempel A, Keating ET. The prevalence of COPD: using smoking rates to estimate disease frequency in the general population. Chest 2000;117. 354S—9S.
111.
Shiraishi Y, Kataoka K, Chiba K, Okada A, Kogure Y, Tanaka H, et al. A comprehensive characterization of cis-acting splicing-associated variants in human cancer. Genome Res 2018;28:1111—25.
112.
Couturaud F, Bertoletti L, Pastre J, Roy PM, Le Mao R, Gagnadoux F, et al. Prevalence of pulmonary embolism among patients with COPD hospitalized with acutely worsening respiratory symptoms. JAMA 2021;325:59—68.
113.
Parker MM, Chase RP, Lamb A, Reyes A, Saferali A, Yun JH, et al. RNA sequencing identifies novel non-coding RNA and exon-specific effects associated with cigarette smoking. BMC Med Genomics 2017;10:58.
114.
Faiz A, van den Berge M, Vermeulen CJ, Ten Hacken NHT, Guryev V, Pouwels SD. AGER expression and alternative splicing in bronchial biopsies of smokers and never smokers. Respir Res 2019;20:70.
115.
Polymeropoulos MH, Rath DS, Xiao H, Merril CR. A simple sequence repeat polymorphism at the human growth hormone locus. Nucleic Acids Res 1991;19:689.
116.
Yumimoto K, Sugiyama S, Motomura S, Takahashi D, Nakayama KI. Molecular evolution of Keap1 was essential for adaptation of vertebrates to terrestrial life. Sci Adv 2023;9:eadg2379.
117.
Cao Z, Sun X, Icli B, Wara AK, Feinberg MW. Role of Kruppel-like factors in leukocyte development, function, and disease. Blood 2010;116:4404—14.
118.
Bruzzaniti S, Bocchino M, Santopaolo M, Cali G, Stanziola AA, D’Amato M, et al. An immunometabolic pathomechanism for chronic obstructive pulmonary disease. Proc Natl Acad Sci U S A 2019;116:15625—34.
119.
Chen L, He X, Xie Y, Huang Y, Wolff DW, Abel PW, et al. Upregulated miR-133a orchestrates epithelial—mesenchymal transition of airway epithelial cells. Sci Rep 2018;8:15543.
120.
Serban KA, Pratte KA, Strange C, Sandhaus RA, Turner AM, Beiko T, et al. Unique and shared systemic biomarkers for emphysema in alpha-1 antitrypsin deficiency and chronic obstructive pulmonary disease. EBioMedicine 2022;84:104262.
121.
Corley M, Solem A, Phillips G, Lackey L, Ziehr B, Vincent HA, et al. An RNA structure-mediated, posttranscriptional model of human alpha-1-antitrypsin expression. Proc Natl Acad Sci U S A 2017;114:E10244—53.
122.
Saferali A, Xu Z, Sheynkman GM, Hersh CP, Cho MH, Silverman EK, et al. Characterization of a COPD-associated NPNT functional splicing genetic variant in human lung issue via long-read sequencing. Eur Respir J 2025;20:2401407.
123.
Yum HK, Kim HR, Chang YS, Shin KC, Kim S, Oh YM. Safety and effectiveness of indacaterol in chronic obstructive pulmonary disease patients in South Korea. Tuberc Respir Dis 2017;80:52—9.
124.
Holgate ST. Pathogenesis of asthma. Clin Exp Allergy 2008;38:872—97.
125.
Heinzmann A, Blattmann S, Forster J, Kuehr J, Deichmann KA. Common polymorphisms and alternative splicing in the ILT3 gene are not associated with atopy. Eur J Immunogenet 2000;27:121—7.
126.
Brasch-Andersen C, Tan Q, Borglum AD, Haagerup A, Larsen TR, Vestbo J, et al. Significant linkage to chromosome 12q24.32-q24.33 and identification of SFRS8 as a possible asthma susceptibility gene. Thorax 2006;61:874—9.
127.
Gordon ED, Simpson LJ, Rios CL, Ringel L, Lachowicz-Scroggins ME, Peters MC, et al. Alternative splicing of interleukin-33 and type 2 inflammation in asthma. Proc Natl Acad Sci U S A 2016;113:8765—70.
128.
Carlini F, Picard C, Garulli C, Piquemal D, Roubertoux P, Chiaroni J, et al. Bronchial epithelial cells from asthmatic patients display less functional HLA-G isoform expression. Front Immunol 2017;8:6.
129.
Bhakta NR, Christenson SA, Nerella S, Solberg OD, Nguyen CP, Choy DF, et al. IFN-stimulated gene expression, type 2 inflammation, and endoplasmic reticulum stress in asthma. Am J Respir Crit Care Med 2018;197:313—24.
130.
Issouf M, Vargas A, Boivin R, Lavoie JP. SRSF6 is upregulated in asthmatic horses and involved in the MYH11 SMB expression. Physiol Rep 2018;6:e13896.
131.
Zhang Y, Yu X, Sun R, Min J, Tang X, Lin Z, et al. Splicing factor arginine/serine-rich 8 promotes multiple myeloma malignancy and bone lesion through alternative splicing of CACYBP and exosome-based cellular communication. Clin Transl Med 2022;12:e684.
132.
Larsen K, Malmstrom J, Wildt M, Dahlqvist C, Hansson L, Marko-Varga G, et al. Functional and phenotypical comparison of myofibroblasts derived from biopsies and bronchoalveolar lavage in mild asthma and scleroderma. Respir Res 2006;7:11.
133.
Sun J, Jin T, Su W, Guo Y, Niu Z, Guo J, et al. The long non-coding RNA PFI protects against pulmonary fibrosis by interacting with splicing regulator SRSF1. Cell Death Differ 2021;28:2916—30.
134.
Kowalski ML, Borowiec M, Kurowski M, Pawliczak R. Alternative splicing of cyclooxygenase-1 gene: altered expression in leucocytes from patients with bronchial asthma and association with aspirin-induced 15-HETE release. Allergy 2007;62:628—34.
135.
Pandey JK, Agarwal D. Biomarkers: a potential prognostic tool for silicosis. Indian J Occup Environ Med 2012;16:101—7.
136.
Otsuki T, Sakaguchi H, Tomokuni A, Aikoh T, Matsuki T, Isozaki Y, et al. Detection of alternatively spliced variant messages of Fas gene and mutational screening of Fas and Fas ligand coding regions in peripheral blood mononuclear cells derived from silicosis patients. Immunol Lett 2000;72:137—43.
137.
Xu C, Zhang J. Mammalian circular RNAs result largely from splicing errors. Cell Rep 2021;36:109439.
138.
Fang S, Guo H, Cheng Y, Zhou Z, Zhang W, Han B, et al. circHECTD1 promotes the silica-induced pulmonary endothelial—mesenchymal transition via HECTD1. Cell Death Dis 2018;9:396.
139.
Cheng J, Zhou T, Liu C, Shapiro JP, Brauer MJ, Kiefer MC, et al. Protection from Fas-mediated apoptosis by a soluble form of the Fas molecule. Science 1994;263:1759—62.
140.
Zhao H, Jiang Z, Lv R, Li X, Xing Y, Gao Y, et al. Transcriptome profile analysis reveals a silica-induced immune response and fibrosis in a silicosis rat model. Toxicol Lett 2020;333:42—8.
141.
Zhang Y, Lu Y, Yuan BZ, Castranova V, Shi X, Stauffer JL, et al. The Human mineral dust-induced gene, mdig, is a cell growth regulating gene associated with lung cancer. Oncogene 2005;24:4873—82.
142.
Huang R, Liu X, Li H, Ning H, Zhou PK. PRKCSH alternative splicing involves in silica-induced expression of epithelial—mesenchymal transition markers and cell proliferation. Dose Response 2020;18:1559325820923825.
143.
Ahluwalia N, Shea BS, Tager AM. New therapeutic targets in idiopathic pulmonary fibrosis. Aiming to rein in runaway wound-healing responses. Am J Respir Crit Care Med 2014;190:867—78.
144.
Vaughan AE, Brumwell AN, Xi Y, Gotts JE, Brownfield DG, Treutlein B, et al. Lineage-negative progenitors mobilize to regenerate lung epithelium after major injury. Nature 2015;517:621—5.
145.
Liu Q, Han M, Wu Z, Fu W, Ji J, Liang Q, et al. DDX5 inhibits hyaline cartilage fibrosis and degradation in osteoarthritis via alternative splicing and G-quadruplex unwinding. Nat Aging 2024;4:664—80.
146.
Chen G, Ribeiro CMP, Sun L, Okuda K, Kato T, Gilmore RC, et al. XBP1S regulates MUC5B in a promoter variant-dependent pathway in idiopathic pulmonary fibrosis airway epithelia. Am J Respir Crit Care Med 2019;200:220—34.
147.
Zhang J, Jamaluddin M, Zhang Y, Widen SG, Sun H, Brasier AR, et al. Type II epithelial—mesenchymal transition upregulates protein N-glycosylation to maintain proteostasis and extracellular matrix production. J Proteome Res 2019;18:3447—60.
148.
Nance T, Smith KS, Anaya V, Richardson R, Ho L, Pala M, et al. Transcriptome analysis reveals differential splicing events in IPF lung tissue. PLoS One 2014;9:e97550.
149.
Yin Q, Morris GF, Saito S, Zhuang Y, Thannickal VJ, Jazwinski SM, et al. Enhanced expression of a novel Lamin A/C splice variant in idiopathic pulmonary fibrosis lung. Am J Respir Cell Mol Biol 2023;68:625—37.
150.
Xu P, Zhang J, Wang M, Liu B, Li R, Li H, et al. hnRNPL-activated circANKRD42 back-splicing and circANKRD42-mediated crosstalk of mechanical stiffness and biochemical signal in lung fibrosis. Mol Ther 2022;30:2370—87.
151.
Chen KJ, Li Q, Weng CM, Duan ZX, Zhang DD, Chen ZQ, et al. Bleomycin-enhanced alternative splicing of fibroblast growth factor receptor 2 induces epithelial to mesenchymal transition in lung fibrosis. Biosci Rep 2018;38:BSR20180445.
152.
Takezaki A, Tsukumo SI, Setoguchi Y, Ledford JG, Goto H, Hosomichi K, et al. A homozygous SFTPA1 mutation drives necroptosis of type II alveolar epithelial cells in patients with idiopathic pulmonary fibrosis. J Exp Med 2019;216:2724—35.
153.
Barratt SL, Blythe T, Jarrett C, Ourradi K, Shelley-Fraser G, Day MJ, et al. Differential expression of VEGF-A(xxx) isoforms is critical for development of pulmonary fibrosis. Am J Respir Crit Care Med 2017;196:479—93.
154.
Faherty N, Benson M, Sharma E, Lee A, Howarth A, Lockstone H, et al. Negative autoregulation of BMP dependent transcription by SIN3B splicing reveals a role for RBM39. Sci Rep 2016;6:28210.
155.
Tripathi V, Sixt KM, Gao S, Xu X, Huang J, Weigert R, et al. Direct regulation of alternative splicing by SMAD3 through PCBP1 Is essential to the tumor-promoting role of TGF-β. Mol Cell 2016;64:549—64.
156.
Ghatak S, Markwald RR, Hascall VC, Dowling W, Lottes RG, Baatz JE, et al. Transforming growth factor beta1 (TGFbeta1) regulates CD44V6 expression and activity through extracellular signal-regulated kinase (ERK)-induced EGR1 in pulmonary fibrogenic fibroblasts. J Biol Chem 2017;292:10465—89.
157.
Kim JE, Kim HJ, Jung JW, Song DG, Park D, Lee H, et al. TM4SF5-mediated CD44v8-10 splicing variant promotes survival of type II alveolar epithelial cells during idiopathic pulmonary fibrosis. Cell Death Dis 2019;10:645.
158.
Gaysinskaya V, Stanley SE, Adam S, Armanios M. Synonymous mutation in DKC1 causes telomerase RNA insufficiency manifesting as familial pulmonary fibrosis. Chest 2020;158:2449—57.
159.
Seton-Rogers S. Epithelial—mesenchymal transition: untangling EMT’s functions. Nat Rev Cancer 2016;16:1.
160.
Horiguchi K, Sakamoto K, Koinuma D, Semba K, Inoue A, Inoue S, et al. TGF-β drives epithelial—mesenchymal transition through deltaEF1-mediated downregulation of ESRP. Oncogene 2012;31:3190—201.
161.
Caruso P, Dunmore BJ, Schlosser K, Schoors S, Dos Santos C, Perez-Iratxeta C, et al. Identification of microRNA-124 as a major regulator of enhanced endothelial cell glycolysis in pulmonary arterial hypertension via PTBP1 (polypyrimidine tract binding protein) and pyruvate kinase M2. Circulation 2017;136:2451—67.
162.
Zhang H, Wang D, Li M, Plecita-Hlavata L, D’Alessandro A, Tauber J, et al. Metabolic and proliferative state of vascular adventitial fibroblasts in pulmonary hypertension is regulated through a microRNA-124/PTBP1 (polypyrimidine tract binding protein 1)/pyruvate kinase muscle axis. Circulation 2017;136:2468—85.
163.
Lu GF, Geng F, Deng LP, Lin DC, Huang YZ, Lai SM, et al. Reduced CircSMOC1 level promotes metabolic reprogramming via PTBP1(inding protein) and miR-329-3p in pulmonary arterial hypertension rats. Hypertension 2022;79:2465—79.
164.
Wang J, Thio SS, Yang SS, Yu D, Yu CY, Wong YP, et al. Splice variant specific modulation of CaV1.2 calcium channel by galectin-1 regulates arterial constriction. Circ Res 2011;109:1250—8.
165.
Cogan J, Austin E, Hedges L, Womack B, West J, Loyd J, et al. Role of BMPR2 alternative splicing in heritable pulmonary arterial hypertension penetrance. Circulation 2012;126:1907—16.
166.
Chowdhury HM, Sharmin N, Yuzbasioglu Baran M, Long L, Morrell NW, Trembath RC, et al. BMPRII deficiency impairs apoptosis via the BMPRII—ALK1—BclX-mediated pathway in pulmonary arterial hypertension. Hum Mol Genet 2019;28:2161—73.
167.
Liu N, Zhou KI, Parisien M, Dai Q, Diatchenko L, Pan T. N6-methyladenosine alters RNA structure to regulate binding of a low-complexity protein. Nucleic Acids Res 2017;45:6051—63.
168.
Wang XJ, Xu XQ, Sun K, Liu KQ, Li SQ, Jiang X, et al. Association of rare PTGIS variants with susceptibility and pulmonary vascular response in patients with idiopathic pulmonary arterial hypertension. JAMA Cardiol 2020;5:677—84.
169.
Coppola M, Villar-Hernandez R, van Meijgaarden KE, Latorre I, Muriel Moreno B, Garcia-Garcia E, et al. Cell-mediated immune responses to in vivo-expressed and stage-specific mycobacterium tuberculosis antigens in latent and active tuberculosis across different age groups. Front Immunol 2020;11:103.
170.
Rane L, Rahman S, Magalhaes I, Ahmed R, Spangberg M, Kondova I, et al. Increased (6 exon) interleukin-7 production after M. tuberculosis infection and soluble interleukin-7 receptor expression in lung tissue. Genes Immun 2011;12:513—22.
171.
Koeken V, Verrall AJ, Ardiansyah E, Apriani L, Dos Santos JC, Kumar V, et al. IL-32 and its splice variants are associated with protection against Mycobacterium tuberculosis infection and skewing of Th1/Th17 cytokines. J Leukoc Biol 2020;107:113—8.
172.
Mvubu NE, Pillay B, Pillay M. Infection of pulmonary epithelial cells by clinical strains of M. tuberculosis induces alternate splicing events. Gene 2020;750:144755.
173.
Chang JS, Huggett JF, Dheda K, Kim LU, Zumla A, Rook GA.Myobacterium tuberculosis induces selective up-regulation of TLRs in the mononuclear leukocytes of patients with active pulmonary tuberculosis. J Immunol 2006;176:3010—8.
174.
Blumhagen RZ, Hedin BR, Malcolm KC, Burnham EL, Moss M, Abraham E, et al. Alternative pre-mRNA splicing of Toll-like receptor signaling components in peripheral blood mononuclear cells from patients with ARDS. Am J Physiol Lung Cell Mol Physiol 2017;313:L930—9.
175.
Perez-Marques F, Simpson P, Yan K, Quasney MW, Halligan N, Merchant D, et al. Association of polymorphisms in genes of factors involved in regulation of splicing of cystic fibrosis transmembrane conductance regulator mRNA with acute respiratory distress syndrome in children with pneumonia. Crit Care 2016;20:281.
176.
Wang J, Zhu M, Pan J, Chen C, Xia S, Song Y. Circular RNAs: a rising star in respiratory diseases. Respir Res 2019;20:3.
177.
Fredericks AM, Wang LJ, Fairbrother WG, Ayala A, Monaghan SF. Alternative RNA splicing and alternative transcription start/end in acute respiratory distress syndrome. Intensive Care Med 2020;46:813—5.
178.
Mascarenhas JB, Tchourbanov AY, Danilov SM, Zhou T, Wang T, Garcia JGN. The splicing factor hnRNPA1 regulates alternate splicing of the MYLK gene. Am J Respir Cell Mol Biol 2018;58:604—13.
179.
Nakanishi T, Willett J, Farjoun Y, Allen RJ, Guillen-Guio B, Adra D, et al. Alternative splicing in lung influences COVID-19 severity and respiratory diseases. Nat Commun 2023;14:6198.
180.
Ifuku M, Iwabuchi KA, Tanaka M, Lung MSY, Hotta A. Restoration of dystrophin protein expression by exon skipping utilizing CRISPR-Cas9 in myoblasts derived from DMD patient iPS cells. Methods Mol Biol 2018;1828:191—217.
181.
Tan S, Sun D, Pu W, Gou Q, Guo C, Gong Y, et al. Circular RNA F-circEA-2a derived from EML4—ALK fusion gene promotes cell migration and invasion in non-small cell lung cancer. Mol Cancer 2018;17:138.
182.
Blazquez-Encinas R, Garcia-Vioque V, Caro-Cuenca T, Moreno-Montilla MT, Mangili F, Alors-Perez E, et al. Altered splicing machinery in lung carcinoids unveils NOVA1, PRPF8 and SRSF10 as novel candidates to understand tumor biology and expand biomarker discovery. J Transl Med 2023;21:879.
183.
Li S, Ma J, Si Y, Cheng S, Hu M, Zhi X, et al. Differential expression and functions of Ehm2 transcript variants in lung adenocarcinoma. Int J Oncol 2019;54:1747—58.
184.
Camidge DR, Kim HR, Ahn MJ, Yang JCH, Han JY, Hochmair MJ, et al. Brigatinib versus Crizotinib in ALK inhibitor-naive advanced ALK-positive NSCLC: final results of phase 3 ALTA-1L trial. J Thorac Oncol 2021;16:2091—108.
185.
Hur JY, Ku BM, Shim JH, Jung HA, Sun JM, Lee SH, et al. Characteristics and clinical outcomes of non-small cell lung cancer patients in korea with MET exon 14 skipping. In Vivo (Athens) 2020;34:1399—406.
186.
Liu F, Wei Y, Zhang H, Jiang J, Zhang P, Chu Q. NTRK fusion in non-small cell lung cancer: diagnosis, therapy, and TRK inhibitor resistance. Front Oncol 2022;12:864666.
187.
Le X, Nilsson M, Goldman J, Reck M, Nakagawa K, Kato T, et al. Dual EGFR—VEGF pathway inhibition: a promising strategy for patients with EGFR-mutant NSCLC. J Thorac Oncol 2021;16:205—15.
188.
Frampton JE. Entrectinib: a review in NTRK+ solid tumours and ROS1+ NSCLC. Drugs 2021;81:697—708.
189.
Babey H, Jamme P, Curcio H, Assie JB, Veillon R, Doubre H, et al. Real-world treatment outcomes of MET exon14 skipping in nonsmall cell lung cancer: GFPC 03-18 study. Target Oncol 2023;18:585—91.
190.
Choueiri TK, Vaishampayan U, Rosenberg JE, Logan TF, Harzstark AL, Bukowski RM, et al. Phase II and biomarker study of the dual MET/VEGFR2 inhibitor foretinib in patients with papillary renal cell carcinoma. J Clin Oncol 2013;31:181—6.
191.
Li J, Feng Y, Tan Y, Duan Q, Zhang Q. Case report: a lung adenocarcinoma with brain metastasis harbored novel MET 14 skipping alteration sensitive to Savolitinib. Front Oncol 2022;12:863560.
192.
Chalfant CE, Rathman K, Pinkerman RL, Wood RE, Obeid LM, Ogretmen B, et al. De novo ceramide regulates the alternative splicing of caspase 9 and Bcl-x in A549 lung adenocarcinoma cells. Dependence on protein phosphatase-1. J Biol Chem 2002;277:12587—95.
193.
Panzeri V, Pieraccioli M, Cesari E, de la Grange P, Sette C. CDK12/13 promote splicing of proximal introns by enhancing the interaction between RNA polymerase II and the splicing factor SF3B1. Nucleic Acids Res 2023;51:5512—26.
194.
Bussiere DE, Xie L, Srinivas H, Shu W, Burke A, Be C, et al. Structural basis of indisulam-mediated RBM39 recruitment to DCAF15 E3 ligase complex. Nat Chem Biol 2020;16:15—23.
195.
Wahid M, Pratoomthai B, Egbuniwe IU, Evans HR, Babaei-Jadidi R, Amartey JO, et al. Targeting alternative splicing as a new cancer immunotherapy-phosphorylation of serine arginine-rich splicing factor (SRSF1) by SR protein kinase 1 (SRPK1) regulates alternative splicing of PD1 to generate a soluble antagonistic isoform that prevents T cell exhaustion. Cancer Immunol Immunother 2023;72:4001—14.
196.
Giaccone G. The role of gefitinib in lung cancer treatment. Clin Cancer Res 2004;10. 4233s—7s.
197.
Drilon A, Wang L, Hasanovic A, Suehara Y, Lipson D, Stephens P, et al. Response to cabozantinib in patients with RET fusion-positive lung adenocarcinomas. Cancer Discov 2013;3:630—5.
198.
Bai Q, Wang J, Zhou X. EGFR exon20 insertion mutations in nonsmall cell lung cancer: clinical implications and recent advances in targeted therapies. Cancer Treat Rev 2023;120:102605.
199.
Bronte G, Ulivi P, Verlicchi A, Cravero P, Delmonte A, Crino L. Targeting RET-rearranged non-small-cell lung cancer: future prospects. Lung Cancer (Auckl) 2019;10:27—36.
200.
Duke ES, Bradford D, Marcovitz M, Amatya AK, Mishra-Kalyani PS, Nguyen E, et al. FDA approval summary: selpercatinib for the treatment of advanced RET fusion-positive solid tumors. Clin Cancer Res 2023;29:3573—8.
201.
Hsu CC, Liao BC, Liao WY, Markovets A, Stetson D, Thress K, et al. Exon 16-skipping HER2 as a novel mechanism of Osimertinib resistance in EGFR L858R/T790M-positive non-small cell lung cancer. J Thorac Oncol 2020;15:50—61.
202.
Hida T, Velcheti V, Reckamp KL, Nokihara H, Sachdev P, Kubota T, et al. A phase 2 study of lenvatinib in patients with RET fusion-positive lung adenocarcinoma. Lung Cancer 2019;138:124—30.
203.
Drilon A, Fu S, Patel MR, Fakih M, Wang D, Olszanski AJ, et al. A phase I/Ib trial of the VEGFR-sparing multikinase RET inhibitor RXDX-105. Cancer Discov 2019;9:384—95.
204.
Kodama T, Tsukaguchi T, Satoh Y, Yoshida M, Watanabe Y, Kondoh O, et al. Alectinib shows potent antitumor activity against RET-rearranged non-small cell lung cancer. Mol Cancer Ther 2014;13:2910—8.
205.
Yoshimura Y, Kurasawa M, Yorozu K, Puig O, Bordogna W, Harada N. Antitumor activity of alectinib, a selective ALK inhibitor, in an ALK-positive NSCLC cell line harboring G1269A mutation: efficacy of alectinib against ALK G1269A mutated cells. Cancer Chemother Pharmacol 2016;77:623—8.
206.
Kim J, Bradford D, Larkins E, Pai-Scherf LH, Chatterjee S, Mishra-Kalyani PS, et al. FDA approval summary: pralsetinib for the treatment of lung and thyroid cancers with RET gene mutations or fusions. Clin Cancer Res 2021;27:5452—6.
207.
Shultz JC, Goehe RW, Wijesinghe DS, Murudkar C, Hawkins AJ, Shay JW, et al. Alternative splicing of caspase 9 is modulated by the phosphoinositide 3-kinase/Akt pathway via phosphorylation of SRp30a. Cancer Res 2010;70:9185—96.
208.
Jorge SE, Schulman S, Freed JA, VanderLaan PA, Rangachari D, Kobayashi SS, et al. Responses to the multitargeted MET/ALK/ROS1 inhibitor crizotinib and co-occurring mutations in lung adenocarcinomas with MET amplification or MET exon 14 skipping mutation. Lung Cancer 2015;90:369—74.
209.
Diouf B, Lin W, Goktug A, Grace CRR, Waddell MB, Bao J, et al. Alteration of RNA splicing by small-molecule inhibitors of the interaction between NHP2L1 and U4. SLAS Discov 2018;23:164—73.
210.
Kim HJ, Hwang JY, Kim HJ, Choi WS, Lee JH, Kim HJ, et al. Expression of a peroxisome proliferator-activated receptor gamma 1 splice variant that was identified in human lung cancers suppresses cell death induced by cisplatin and oxidative stress. Clin Cancer Res 2007;13:2577—83.
211.
Gout S, Brambilla E, Boudria A, Drissi R, Lantuejoul S, Gazzeri S, et al. Abnormal expression of the pre-mRNA splicing regulators SRSF1, SRSF2, SRPK1 and SRPK2 in non small cell lung carcinoma. PLoS One 2012;7:e46539.
212.
Awasthi N, Schwarz RE. Profile of nintedanib in the treatment of solid tumors: the evidence to date. Onco Targets Ther 2015;8:3691—701.
213.
Lotsch D, Kirchhofer D, Englinger B, Jiang L, Okonechnikov K, Senfter D, et al. Targeting fibroblast growth factor receptors to combat aggressive ependymoma. Acta Neuropathol 2021;142:339—60.
214.
Stahl M, Roehmel J, Eichinger M, Doellinger F, Naehrlich L, Kopp MV, et al. Effects of Lumacaftor/Ivacaftor on cystic fibrosis disease progression in children 2 through 5 years of age homozygous for F508del-CFTR: a phase 2 placebo-controlled clinical trial. Ann Am Thorac Soc 2023;20:1144—55.
215.
McKee AG, McDonald EF, Penn WD, Kuntz CP, Noguera K, Chamness LM, et al. General trends in the effects of VX-661 and VX-445 on the plasma membrane expression of clinical CFTR variants. Cell Chem Biol 2023;30:632—42.e5.
216.
Schaupp L, Addante A, Voller M, Fentker K, Kuppe A, Bardua M, et al. Longitudinal effects of elexacaftor/tezacaftor/ivacaftor on sputum viscoelastic properties, airway infection and inflammation in patients with cystic fibrosis. Eur Respir J 2023;62:2202153.
217.
Horita N, Kaneko T. Role of combined indacaterol and glycopyrronium bromide (QVA149) for the treatment of COPD in Japan. Int J Chron Obstruct Pulmon Dis 2015;10:813—22.
218.
Bacalhau M, Camargo M, Magalhaes-Ghiotto GAV, Drumond S, Castelletti CHM, Lopes-Pacheco M. Elexacaftor-Tezacaftor-Ivacaftor: a life-changing triple combination of CFTR modulator drugs for cystic fibrosis. Pharmaceuticals 2023;16:410.
219.
Gosavi PM, Ngan KC, Yeo MJR, Su C, Li J, Lue NZ, et al. Profiling the landscape of drug resistance mutations in neosubstrates to molecular glue degraders. ACS Cent Sci 2022;8:417—29.
220.
Pravin N, Jozwiak K. PROTAC unleashed: unveiling the synthetic approaches and potential therapeutic applications. Eur J Med Chem 2024;279:116837.
221.
Finkel RS, Mercuri E, Darras BT, Connolly AM, Kuntz NL, Kirschner J, et al. Nusinersen versus sham control in infantile-onset spinal muscular atrophy. N Engl J Med 2017;377:1723—32.
222.
Migliorati JM, Liu S, Liu A, Gogate A, Nair S, Bahal R, et al. Absorption, distribution, metabolism, and excretion of US food and drug administration-approved antisense oligonucleotide drugs. Drug Metab Dispos 2022;50:888—97.
223.
Sanz DJ, Hollywood JA, Scallan MF, Harrison PT. Cas9/gRNA targeted excision of cystic fibrosis-causing deep-intronic splicing mutations restores normal splicing of CFTR mRNA. PLoS One 2017;12:e0184009.
224.
Gordon MA, Babbs B, Cochrane DR, Bitler BG, Richer JK. The long non-coding RNA MALAT1 promotes ovarian cancer progression by regulating RBFOX2-mediated alternative splicing. Mol Carcinog 2019;58:196—205.
225.
Tripathi V, Ellis JD, Shen Z, Song DY, Pan Q, Watt AT, et al. The nuclear-retained noncoding RNA MALAT1 regulates alternative splicing by modulating SR splicing factor phosphorylation. Mol Cell 2010;39:925—38.
226.
Wang L, Yin N, Shi W, Xie Y, Yi J, Tang Z, et al. Splicing inhibition mediated by reduced splicing factors and helicases is associated with the cellular response of lung cancer cells to cisplatin. Comput Struct Biotechnol J 2024;23:648—58.
227.
Ouyang K, Xie D, Liao H, He Y, Xiong H. Circ_0001786 facilitates gefitinib resistance and malignant progression in non-small cell lung cancer via miR-34b-5p/SRSF1. J Cardiothorac Surg 2024;19:178.
228.
Di Modugno F, Di Carlo A, Spada S, Palermo B, D’Ambrosio L, D’Andrea D, et al. Tumoral and stromal hMENA isoforms impact tertiary lymphoid structure localization in lung cancer and predict immune checkpoint blockade response in patients with cancer. EBioMedicine 2024;101:105003.
229.
Sun J, Jin T, Niu Z, Guo J, Guo Y, Yang R, et al. LncRNA DACH1 protects against pulmonary fibrosis by binding to SRSF1 to suppress CTNNB1 accumulation. Acta Pharm Sin B 2022;12:3602—17.
230.
Seibold MA, Wise AL, Speer MC, Steele MP, Brown KK, Loyd JE, et al. A common MUC5B promoter polymorphism and pulmonary fibrosis. N Engl J Med 2011;364:1503—12.
231.
Chen Q, Zheng Y, Wu B, Chen X, Ge P, Wang P. Association between polymorphisms of epidermal growth factor 61 and susceptibility of lung cancer: a meta-analysis. Medicine (Baltim) 2020;99:e19456.
232.
Frampton GM, Ali SM, Rosenzweig M, Chmielecki J, Lu X, Bauer TM, et al. Activation of MET via diverse exon 14 splicing alterations occurs in multiple tumor types and confers clinical sensitivity to MET inhibitors. Cancer Discov 2015;5:850—9.
233.
Favia M, Gallo C, Guerra L, De Venuto D, Diana A, Polizzi AM, et al. Treatment of cystic fibrosis patients homozygous for F508del with Lumacaftor—Ivacaftor (Orkambi®) restores defective CFTR channel function in circulating mononuclear cells. Int J Mol Sci 2020;21:2398.
234.
Oka M, Xu L, Suzuki T, Yoshikawa T, Sakamoto H, Uemura H, et al. Aberrant splicing isoforms detected by full-length transcriptome sequencing as transcripts of potential neoantigens in non-small cell lung cancer. Genome Biol 2021;22:9.
235.
Gupta P, O’Neill H, Wolvetang EJ, Chatterjee A, Gupta I. Advances in single-cell long-read sequencing technologies. NAR Genom Bioinform 2024;6:lqae047.
236.
Foissac S, Sammeth M. ASTALAVISTA: dynamic and flexible analysis of alternative splicing events in custom gene datasets. Nucleic Acids Res 2007;35:W297—9.
237.
Katz Y, Wang ET, Airoldi EM, Burge CB. Analysis and design of RNA sequencing experiments for identifying isoform regulation. Nat Methods 2010;7:1009—15.
238.
Trapnell C, Williams BA, Pertea G, Mortazavi A, Kwan G, van Baren MJ, et al. Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation. Nat Biotechnol 2010;28:511—5.
239.
Alvarez-Prado AF, Perez-Duran P, Perez-Garcia A, Benguria A, Torroja C, de Yebenes VG, et al. A broad atlas of somatic hypermutation allows prediction of activation-induced deaminase targets. J Exp Med 2018;215:761—71.
240.
Hall MP, Nagel RJ, Fagg WS, Shiue L, Cline MS, Perriman RJ, et al. Quaking and PTB control overlapping splicing regulatory networks during muscle cell differentiation. RNA 2013;19:627—38.
241.
Brandt AC, McNally L, Lorimer EL, Unger B, Koehn OJ, Suazo KF, et al. Splice switching an oncogenic ratio of SmgGDS isoforms as a strategy to diminish malignancy. Proc Natl Acad Sci U S A 2020;117:3627—36.
242.
Kasper M, Gunthert U, Dall P, Kayser K, Schuh D, Haroske G, et al. Distinct expression patterns of CD44 isoforms during human lung development and in pulmonary fibrosis. Am J Respir Cell Mol Biol 1995;13:648—56.
243.
de Miguel FJ, Pajares MJ, Martinez-Terroba E, Ajona D, Morales X, Sharma RD, et al. A large-scale analysis of alternative splicing reveals a key role of QKI in lung cancer. Mol Oncol 2016;10:1437—49.
244.
Seiler M, Yoshimi A, Darman R, Chan B, Keaney G, Thomas M, et al. H3B-8800, an orally available small-molecule splicing modulator, induces lethality in spliceosome-mutant cancers. Nat Med 2018;24:497—504.
245.
Olivieri JE, Dehghannasiri R, Salzman J. The SpliZ generalizes ’percent spliced in’ to reveal regulated splicing at single-cell resolution. Nat Methods 2022;19:307—10.
246.
Yang Y, Yang R, Kang B, Qian S, He X, Zhang X. Single-cell long-read sequencing in human cerebral organoids uncovers cell-type-specific and autism-associated exons. Cell Rep 2023;42:113335.
247.
Joglekar A, Hu W, Zhang B, Narykov O, Diekhans M, Marrocco J, et al. Single-cell long-read sequencing-based mapping reveals specialized splicing patterns in developing and adult mouse and human brain. Nat Neurosci 2024;27:1051—63.
248.
Benzaquen J, Heeke S, Janho Dit Hreich S, Douguet L, Marquette CH, Hofman P, et al. Alternative splicing of P2RX7 pre-messenger RNA in health and diseases: myth or reality?. Biomed J 2019;42:141—54.
249.
Reyes A, Afkhami M, Massarelli E, Fricke J, Mambetsariev I, Li X, et al. RBM10 mutation as a potential negative prognostic/predictive biomarker to therapy in non-small-cell lung cancer. Clin Lung Cancer 2024;25:e411—9.
Year 2025 volume 15 Issue 5
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doi: 10.1016/j.apsb.2025.03.023
  • Receive Date:2024-12-05
  • Online Date:2026-09-17
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  • Received:2024-12-05
  • Revised:2025-02-23
  • Accepted:2025-03-03
Affiliations
    aState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Department of Pharmacology (State Key Labratoray-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin 150081, China
    bTranslational Medicine Research Center, Medical Pathology Center, Chongqing University Three Gorges Hospital, School of Medicine Chongqing University, Chongqing University, Chongqing 404000, China
    cGuangdong Provincial Key Laboratory of Tumor Interventional Diagnosis and Treatment, Zhuhai People's Hospital, Zhuhai Hospital Affiliated with Jinan University, Jinan University, Zhuhai 519099, China
    dResearch Unit of Noninfectious Chronic Diseases in Frigid Zone (2019RU070), Chinese Academy of Medical Sciences, Harbin 150081, China

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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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