Subtyping of SCLC according to transcription factors, such as achaete-scute homologue 1 (ASCL1), POU class 2 homeobox 3 (POU2F3), neurogenic differentiation factor 1 (NEUROD1), and yes-associated protein 1 (YAP1, or Inflamed)
1,2, has provided valuable insights into the biological heterogeneity of the disease. However, these subtypes do not consistently correlate with therapeutic responses, particularly to immunotherapy
3,4. Non-negative matrix factorization (NMF)-based proteogenomic analysis has uncovered distinct SCLC subtypes with unique molecular and clinical characteristics, which may enable more personalized therapeutic strategies. Notably, the MYC-high expression subtype is associated with poor prognosis, aggressive behavior, treatment resistance, and dysregulated cell proliferation and metabolism
10. Although MYC plays an important role in SCLC, targeted therapies against MYC continue to face challenges. Additionally, the infiltration of immune cells within the SCLC tumor microenvironment closely correlates with immunotherapy outcomes, thus emphasizing the importance of immune dynamics in treatment efficacy
3. Recent studies have highlighted the dysregulation of nuclear-cytoplasmic transport mechanisms, particularly exportin 1 (XPO1), as a key factor driving tumor progression and metastasis in SCLC. Because elevated expression of XPO1 is associated with aggressive tumor phenotypes and poor prognosis, this transport protein may be a promising therapeutic target. Inhibition of XPO1 has demonstrated efficacy in preclinical models and has potential for overcoming chemoresistance, particularly in HDAC7/MYC-driven SCLC
8. However, current transcription factor-based subtyping systems do not adequately capture the heterogeneity of therapeutic responses. For instance, HDAC7/MYC-driven tumors, which display aggressive biological features, are found across all subtypes, yet their sensitivity to targeted therapies, such as XPO1 inhibitors, is not effectively addressed by these existing frameworks
8. Moreover, crucial epigenetic regulators, such as HDACs
11, and components of the nuclear-cytoplasmic transport machinery, such as XPO1
5–8, have not been integrated into the current subtyping systems, despite their critical roles in tumor progression, metastasis, and chemoresistance. This disconnect underscores the urgent need for molecularly driven subtyping systems more precisely aligned with therapeutic vulnerabilities to improve clinical outcomes. Integrating XPO1 as a core component of SCLC subtyping might enhance patient stratification and improve responses to targeted therapies. The development of molecularly informed subtyping systems that incorporate XPO1 inhibition will be critical in advancing personalized treatment approaches for SCLC.