Article(id=1319981871124033866, tenantId=1146029695717560320, journalId=1302319053441957962, issueId=1319981498787279574, articleNumber=PA20260909_0rAW0Cxx, orderNo=null, doi=10.7501/j.issn.0253-2670.2026.16.029, pmid=null, cstr=null, oa=null, hot=0, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1772467200000, receivedDateStr=2026-03-03, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1792637802153, onlineDateStr=2026-10-22, pubDate=1787846400000, pubDateStr=2026-08-28, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1792637802153, onlineIssueDateStr=2026-10-22, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1792637802153, creator=admin, updateTime=1792637802153, updator=admin, issue=Issue{id=1319981498787279574, tenantId=1146029695717560320, journalId=1302319053441957962, year='2026', volume='57', issue='16', pageStart='6209', pageEnd='6660', issueExtLink='null', onlineDate='null', pubDate='1787846400000', pubDateStr='2026-08-28', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1792637713380, creator='ztmeta', updateTime=1792637713380, updator='ztmeta', preIssue=null, nextIssue=null, articleTotal=null, ext=null, issueFiles=null, downloadFileDto=null}, startPage=6578, endPage=6588, ext={EN=ArticleExt(id=1319981873598673228, articleId=1319981871124033866, tenantId=1146029695717560320, journalId=1302319053441957962, language=EN, title=Advances in application of single-cell transcriptomics to studies of arthritis pathogenesis and treatment with traditional Chinese medicine, columnId=null, journalTitle=Chinese Traditional and Herbal Drugs, columnName=null, runingTitle=null, highlight=null, articleAbstract=The incidence of arthritis has steadily increased in recent years, accompanied by complex pathological changes. Arthritis is among the leading causes of disability worldwide. However, research on its pathogenesis and therapeutic targets remains insufficient, necessitating novel approaches to elucidate disease mechanisms. Single-cell RNA sequencing (scRNA-seq) enables not only the construction of cellular atlases of joint tissues but also the identification of key cell subpopulations and molecular targets driving disease progression, thereby resolving gene expression heterogeneity at the single-cell level. Increasingly applied in arthritis research, scRNA-seq offers new avenues for exploring pathogenesis and developing therapeutic targets. This review systematically summarizes the technical advantages of scRNA-seq, discusses its application prospects and challenges in arthritis pathogenesis and research on treatment with traditional Chinese medicine, and provides a reference for in-depth mechanistic studies and the development of novel Chinese herbal therapeutics., authors=SUN Jiangting1, LIU Peng1,2, YANG Huajie1,2, ZOU Wei1, LIAO Zengrui1, OU Yashi1, YI Junfang1, LYU Shang1,2, authorsList=SUN Jiangting, LIU Peng, YANG Huajie, ZOU Wei, LIAO Zengrui, OU Yashi, YI Junfang, LYU Shang, authorCompany=1 Jiangxi University of Chinese Medicine, Nanchang 330004, China;
2 National Pharmaceutical Engineering Research Center for Solid Preparation in Chinese Herbal Medicine, Nanchang 330006, China, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1319981873313460555, articleId=1319981871124033866, tenantId=1146029695717560320, journalId=1302319053441957962, language=CN, title=单细胞转录组在中药治疗关节炎及其发病机制研究中的应用进展, columnId=1304140194685415572, journalTitle=中草药, columnName=综述, runingTitle=null, highlight=null, articleAbstract=近年来关节炎的发病率稳步上升,且其病理变化复杂。据调查显示,关节炎是全球范围内致残率最高的疾病之一。然而,目前在关节炎发病机制研究及治疗靶点的探索方面仍存在不足,因此迫切需要新的方法来揭示关节炎的发病机制。单细胞转录组测序(single-cell RNA sequencing,scRNA-seq)技术不仅可用于构建关节组织的细胞图谱,还可鉴定驱动疾病进展的关键细胞亚群及其分子靶点,解析单细胞水平的基因表达异质性。目前,大量研究将其应用到关节炎领域,为关节炎的发病机制研究及治疗靶点的开发提供新途径。系统梳理了scRNA-seq的技术优势,并探讨了该技术在关节炎发病机制及中药治疗研究中的应用前景和面临的挑战,为深入探究关节炎的发病机制及相关中药新药开发提供参考。, authors=孙江婷1, 刘鹏1,2, 杨华杰1,2, 邹维1, 廖曾睿1, 欧雅诗1, 易俊芳1, 吕尚1,2, authorsList=孙江婷, 刘鹏, 杨华杰, 邹维, 廖曾睿, 欧雅诗, 易俊芳, 吕尚, authorCompany=1 江西中医药大学, 江西 南昌 330004;
2 中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006, correspAuthors=吕尚, authorNote=孙江婷: 孙江婷,硕士研究生,研究方向为中药药效物质基础。E-mail:18765762221@163.com, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=https://oss.bj-dx-dzqywjd-hlw-icp.inspurcloudoss.com:6063/cast-journal-prod/2097521198041731073/excel/pdfs/2ce6d1de2ef04d919d856de2f53db0d8.pdf?response-content-disposition=attachment%3B%20filename%3D%2220261629.pdf%22&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20261022T025344Z&X-Amz-SignedHeaders=host&X-Amz-Expires=604799&X-Amz-Credential=NjRlNmUzOGMtM2Y3OC00MDQ3LThkMmYtN2JkODRmYmI3MTgw%2F20261022%2Fbj-dx-dzqywjd-hlw-icp%2Fs3%2Faws4_request&X-Amz-Signature=522b116ffcdf15631045ca185333bbe73979cbf75ad3d5c0bac71d96ba33c2e9, pdf=IZWqM3Cnfakv/lGvCYgV+Q==, pdfFileSize=1505382, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=国家自然科学基金资助项目 (82560758); 国家自然科学基金资助项目 (82204590); 江西省自然科学基金资助项目 (20252BAC240467,20224BAB216099); 中国博士后科学基金第七十三批面上资助 (2023M731439); 江西省2025年度研究生创新专项资金项目 (YC2025-S210))}, authors=[Author(id=1319981874265567573, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=1, firstName=null, middleName=null, lastName=null, nameCn=孙江婷, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=2, ext={CN=AuthorExt(id=1319981874445922647, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981874265567573, language=CN, stringName=孙江婷, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,, address=3江西中医药大学, 江西 南昌 330004, bio=孙江婷: 孙江婷,硕士研究生,研究方向为中药药效物质基础。E-mail:18765762221@163.com, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)])]), Author(id=1319981874554974552, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=2, firstName=null, middleName=null, lastName=null, nameCn=刘鹏, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=2, ext={CN=AuthorExt(id=1319981874655637851, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981874554974552, language=CN, stringName=刘鹏, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,,2,, address=3,4江西中医药大学, 江西 南昌 330004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)]), AuthorCompany(id=1319981874156515667, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=4*, ext=[AuthorCompanyExt(id=1319981874169098580, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874156515667, language=CN, country=null, province=null, city=null, postcode=null, companyName=中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006, departmentName=null, remark=4.中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006)])]), Author(id=1319981874718552412, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=3, firstName=null, middleName=null, lastName=null, nameCn=杨华杰, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=2, ext={CN=AuthorExt(id=1319981874802438495, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981874718552412, language=CN, stringName=杨华杰, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,,2,, address=3,4江西中医药大学, 江西 南昌 330004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)]), AuthorCompany(id=1319981874156515667, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=4*, ext=[AuthorCompanyExt(id=1319981874169098580, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874156515667, language=CN, country=null, province=null, city=null, postcode=null, companyName=中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006, departmentName=null, remark=4.中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006)])]), Author(id=1319981874936656224, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=4, firstName=null, middleName=null, lastName=null, nameCn=邹维, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=2, ext={CN=AuthorExt(id=1319981875024736610, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981874936656224, language=CN, stringName=邹维, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,, address=3江西中医药大学, 江西 南昌 330004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)])]), Author(id=1319981875108622691, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=5, firstName=null, middleName=null, lastName=null, nameCn=廖曾睿, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=2, ext={CN=AuthorExt(id=1319981875175731557, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981875108622691, language=CN, stringName=廖曾睿, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,, address=3江西中医药大学, 江西 南昌 330004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)])]), Author(id=1319981875251229030, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=6, firstName=null, middleName=null, lastName=null, nameCn=欧雅诗, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=2, ext={CN=AuthorExt(id=1319981875330920808, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981875251229030, language=CN, stringName=欧雅诗, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,, address=3江西中医药大学, 江西 南昌 330004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)])]), Author(id=1319981875410612585, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=7, firstName=null, middleName=null, lastName=null, nameCn=易俊芳, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=2, ext={CN=AuthorExt(id=1319981875490304363, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981875410612585, language=CN, stringName=易俊芳, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,, address=3江西中医药大学, 江西 南昌 330004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)])]), Author(id=1319981875561607532, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=8, firstName=null, middleName=null, lastName=null, nameCn=吕尚, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=1, authorType=2, ext={CN=AuthorExt(id=1319981875632910703, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981875561607532, language=CN, stringName=吕尚, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,,2,, address=3,4江西中医药大学, 江西 南昌 330004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)]), AuthorCompany(id=1319981874156515667, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=4*, ext=[AuthorCompanyExt(id=1319981874169098580, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874156515667, language=CN, country=null, province=null, city=null, postcode=null, companyName=中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006, departmentName=null, remark=4.中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006)])])], keywords=[Keyword(id=1322633182143430868, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, language=CN, orderNo=1, keyword=单细胞转录组测序), Keyword(id=1322633182210539733, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, language=CN, orderNo=2, keyword=中药), Keyword(id=1322633182298620118, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, language=CN, orderNo=3, keyword=发病机制), Keyword(id=1322633182353146071, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, language=CN, orderNo=4, keyword=类风湿性关节炎), Keyword(id=1322633182424449240, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, language=CN, orderNo=5, keyword=骨关节炎), Keyword(id=1322633182478975193, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, language=CN, orderNo=6, keyword=痛风性关节炎), Keyword(id=1322633182646747354, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, language=EN, orderNo=1, keyword=single-cell RNA sequencing), Keyword(id=1322633182713856219, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, language=EN, orderNo=2, keyword=traditional Chinese medicine), Keyword(id=1322633182776770780, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, language=EN, orderNo=3, keyword=pathogenesis), Keyword(id=1322633182848073949, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, language=EN, orderNo=4, keyword=rheumatoid arthritis), Keyword(id=1322633182915182814, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, language=EN, orderNo=5, keyword=osteoarthritis), Keyword(id=1322633182990680287, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, language=EN, orderNo=6, keyword=gouty arthritis)], refs=[Reference(id=1319981878858330497, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=1, rfOrder=0, authorNames=null, journalName=null, refType=null, unstructuredReference=易俊芳, 刘鹏, 胡宏迪, 等. 基于细胞焦亡的关节炎发病机制研究进展[J]. 中国现代应用药学, 2025, 42(19):3463-3472., articleTitle=null, refAbstract=null), Reference(id=1319981878858330498, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=2, rfOrder=1, authorNames=null, journalName=null, refType=null, unstructuredReference=张潇斌, 马玉宁, 颜晓, 等. 基于数据挖掘探讨中药热熨治疗膝骨关节炎用药规律及其毒性中药的应用[J]. 中草药, 2022, 53(5):1483-1493., articleTitle=null, refAbstract=null), Reference(id=1319981878858330499, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=3, rfOrder=2, authorNames=null, journalName=null, refType=null, unstructuredReference=张润润, 何东仪. 近十年中医外治法治疗类风湿性关节炎的研究概况[J]. 时珍国医国药, 2019, 30(7): 1703-1705., articleTitle=null, refAbstract=null), Reference(id=1319981878858330500, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=4, rfOrder=3, authorNames=null, journalName=null, refType=null, unstructuredReference=王亦冰, 张冠宇, 武帅, 等. 中药调控机体骨骼肌脂代谢研究进展[J]. 中草药, 2025, 56(24): 9224-9232., articleTitle=null, refAbstract=null), Reference(id=1319981878858330501, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=5, rfOrder=4, authorNames=null, journalName=null, refType=null, unstructuredReference=Li C C, Gong L Q, Jiang Y, et al. Sanguisorba officinalis ethyl acetate extract attenuates ulcerative colitis through inhibiting PI3K-Akt/NF-κB/STAT3 pathway uncovered by single-cell RNA sequencing [J]. Phytomedicine, 2023, 120: 155052., articleTitle=null, refAbstract=null), Reference(id=1319981878858330502, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=6, rfOrder=5, authorNames=null, journalName=null, refType=null, unstructuredReference=Chen L J, Zheng X, Huang H, et al. Cordycepin synergizes with CTLA-4 blockade to remodel the tumor microenvironment for enhanced cancer immunotherapy [J]. Int Immunopharmacol, 2023, 124: 110786., articleTitle=null, refAbstract=null), Reference(id=1319981878858330503, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=7, rfOrder=6, authorNames=null, journalName=null, refType=null, unstructuredReference=Schalck A, Sakellariou-Thompson D, Forget M A, et al. Single-cell sequencing reveals trajectory of tumor-infiltrating lymphocyte states in pancreatic cancer [J]. Cancer Discov, 2022, 12(10): 2330-2349., articleTitle=null, refAbstract=null), Reference(id=1319981878858330504, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=8, rfOrder=7, authorNames=null, journalName=null, refType=null, unstructuredReference=Perez R K, Gordon M G, Subramaniam M, et al. Single-cell RNA-seq reveals cell type-specific molecular and genetic associations to lupus [J]. Science, 2022, 376(6589): eabf1970., articleTitle=null, refAbstract=null), Reference(id=1319981878858330505, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=9, rfOrder=8, authorNames=null, journalName=null, refType=null, unstructuredReference=Li Y X, Li Z Q, Yang M, et al. Decoding the temporal and regional specification of microglia in the developing human brain [J]. Cell Stem Cell, 2022, 29(4): 620-634., articleTitle=null, refAbstract=null), Reference(id=1319981878858330506, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=10, rfOrder=9, authorNames=null, journalName=null, refType=null, unstructuredReference=Jin K Y, Gao S, Yang P H, et al. Single-cell RNA sequencing reveals the temporal diversity and dynamics of cardiac immunity after myocardial infarction [J]. Small Methods, 2022, 6(3): e2100752., articleTitle=null, refAbstract=null), Reference(id=1319981878858330507, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=11, rfOrder=10, authorNames=null, journalName=null, refType=null, unstructuredReference=Sebastian A, Hum N R, McCool J L, et al. Single-cell RNA-Seq reveals changes in immune landscape in post-traumatic osteoarthritis [J]. Front Immunol, 2022, 13: 938075., articleTitle=null, refAbstract=null), Reference(id=1319981878858330508, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=12, rfOrder=11, authorNames=null, journalName=null, refType=null, unstructuredReference=Lv Z Y, Han J, Li J W, et al. Single cell RNA-seq analysis identifies ferroptotic chondrocyte cluster and reveals TRPV1 as an anti-ferroptotic target in osteoarthritis [J]. eBioMedicine, 2022, 84:104258., articleTitle=null, refAbstract=null), Reference(id=1319981878858330509, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=13, rfOrder=12, authorNames=null, journalName=null, refType=null, unstructuredReference=Li X F, Fang L, Zhou R P, et al. Current cutting-edge omics techniques on musculoskeletal tissues and diseases [J]. Bone Res, 2025, 13: 59., articleTitle=null, refAbstract=null), Reference(id=1319981878858330510, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=14, rfOrder=13, authorNames=null, journalName=null, refType=null, unstructuredReference=Li L Y, Xiong F, Wang Y M, et al. What are the applications of single-cell RNA sequencing in cancer research: A systematic review [J]. J Exp Clin Cancer Res, 2021, 40(1): 163., articleTitle=null, refAbstract=null), Reference(id=1319981878858330511, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=15, rfOrder=14, authorNames=null, journalName=null, refType=null, unstructuredReference=Adil A, Kumar V, Jan A T, et al. Single-cell transcriptomics:Current methods and challenges in data acquisition and analysis [J]. Front Neurosci, 2021, 15: 591122., articleTitle=null, refAbstract=null), Reference(id=1319981878858330512, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=16, rfOrder=15, authorNames=null, journalName=null, refType=null, unstructuredReference=Sun F Y, Li H Y, Sun D Q, et al. Single-cell omics:Experimental workflow, data analyses and applications [J]. Sci China Life Sci, 2025, 68(1): 5-102., articleTitle=null, refAbstract=null), Reference(id=1319981878862524802, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=17, rfOrder=16, authorNames=null, journalName=null, refType=null, unstructuredReference=汪茂林, 杨洪军. 单细胞转录组测序技术在药物研究中的应用[J]. 药学学报, 2023, 58(9): 2551-2559., articleTitle=null, refAbstract=null), Reference(id=1319981878862524803, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=18, rfOrder=17, authorNames=null, journalName=null, refType=null, unstructuredReference=Xu Z H, Tu S, Pass C, et al. Profiling mouse cochlear cell maturation using 10×Genomics single-cell transcriptomics [J]. Front Cell Neurosci, 2022, 16: 962106., articleTitle=null, refAbstract=null), Reference(id=1319981878862524804, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=19, rfOrder=18, authorNames=null, journalName=null, refType=null, unstructuredReference=Wang X L, He Y, Zhang Q M, et al. Direct comparative analyses of 10X genomics chromium and smart-seq2[J]. Genom Proteom Bioinform, 2021, 19(2): 253-266., articleTitle=null, refAbstract=null), Reference(id=1319981878862524805, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=20, rfOrder=19, authorNames=null, journalName=null, refType=null, unstructuredReference=See P, Lum J, Chen J M, et al. A single-cell sequencing guide for immunologists [J]. Front Immunol, 2018, 9: 2425., articleTitle=null, refAbstract=null), Reference(id=1319981878862524806, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=21, rfOrder=20, authorNames=null, journalName=null, refType=null, unstructuredReference=Ni J, Hu C S, Li H, et al. Significant improvement in data quality with simplified SCRB-seq [J]. Acta Biochim Biophys Sin, 2020, 52(4): 457-459., articleTitle=null, refAbstract=null), Reference(id=1319981878862524807, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=22, rfOrder=21, authorNames=null, journalName=null, refType=null, unstructuredReference=You Y, Tian L Y, Su S A, et al. Benchmarking UMI-based single-cell RNA-seq preprocessing workflows [J]. Genome Biol, 2021, 22(1): 339., articleTitle=null, refAbstract=null), Reference(id=1319981878862524808, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=23, rfOrder=22, authorNames=null, journalName=null, refType=null, unstructuredReference=Keren-Shaul H, Kenigsberg E, Jaitin D A, et al. MARS-seq2.0:An experimental and analytical pipeline for indexed sorting combined with single-cell RNA sequencing [J]. Nat Protoc, 2019, 14(6): 1841-1862., articleTitle=null, refAbstract=null), Reference(id=1319981878862524809, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=24, rfOrder=23, authorNames=null, journalName=null, refType=null, unstructuredReference=Macosko E Z, Basu A, Satija R, et al. Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets [J]. Cell, 2015, 161(5): 1202-1214., articleTitle=null, refAbstract=null), Reference(id=1319981878862524810, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=25, rfOrder=24, authorNames=null, journalName=null, refType=null, unstructuredReference=McTaggart T, Lim J X, Smith K J, et al. Deep phenotyping of T regulatory cells in psoriatic arthritis highlights targetable mechanisms of disease [J]. J Biol Chem, 2025, 301(1): 108059., articleTitle=null, refAbstract=null), Reference(id=1319981878862524811, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=26, rfOrder=25, authorNames=null, journalName=null, refType=null, unstructuredReference=Šimek M, Rubanová D, Nešporová K, et al. Pharmacokinetics of the systemic application of hyaluronic acid for joint arthritis treatment [J]. Int J Biol Macromol, 2025, 307(Pt 2): 141937., articleTitle=null, refAbstract=null), Reference(id=1319981878862524812, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=27, rfOrder=26, authorNames=null, journalName=null, refType=null, unstructuredReference=郑梓桐, 王美娟, 冯育林, 等. 基于蛋白质组学筛选关节炎相关生物标志物的研究进展[J]. 中草药, 2024, 55(18): 6383-6392., articleTitle=null, refAbstract=null), Reference(id=1319981878862524813, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=28, rfOrder=27, authorNames=null, journalName=null, refType=null, unstructuredReference=Li X M, Wang C Y. From bulk, single-cell to spatial RNA sequencing [J]. Int J Oral Sci, 2021, 13(1): 36., articleTitle=null, refAbstract=null), Reference(id=1319981878862524814, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=29, rfOrder=28, authorNames=null, journalName=null, refType=null, unstructuredReference=Wang S, Sun S T, Zhang X Y, et al. The evolution of single-cell RNA sequencing technology and application: Progress and perspectives [J]. Int J Mol Sci, 2023, 24(3): 2943., articleTitle=null, refAbstract=null), Reference(id=1319981878862524815, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=30, rfOrder=29, authorNames=null, journalName=null, refType=null, unstructuredReference=Boutet M A, Courties G, Nerviani A, et al. Novel insights into macrophage diversity in rheumatoid arthritis synovium [J]. Autoimmun Rev, 2021, 20(3): 102758., articleTitle=null, refAbstract=null), Reference(id=1319981878862524816, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=31, rfOrder=30, authorNames=null, journalName=null, refType=null, unstructuredReference=Dunlap G, Wagner A, Meednu N, et al. Clonal associations between lymphocyte subsets and functional states in rheumatoid arthritis synovium [J]. Nat Commun, 2024, 15: 4991., articleTitle=null, refAbstract=null), Reference(id=1319981878862524817, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=32, rfOrder=31, authorNames=null, journalName=null, refType=null, unstructuredReference=Cutolo M, Campitiello R, Gotelli E, et al. The role of M1/M2 macrophage polarization in rheumatoid arthritis synovitis [J]. Front Immunol, 2022, 13: 867260., articleTitle=null, refAbstract=null), Reference(id=1319981878862524818, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=33, rfOrder=32, authorNames=null, journalName=null, refType=null, unstructuredReference=Denyer T, Timmermans M C P. Crafting a blueprint for single-cell RNA sequencing [J]. Trends Plant Sci, 2022, 27(1): 92-103., articleTitle=null, refAbstract=null), Reference(id=1319981878862524819, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=34, rfOrder=33, authorNames=null, journalName=null, refType=null, unstructuredReference=Qu Y K, Wang Y G, Wang S X, et al. A comprehensive analysis of single-cell RNA transcriptome reveals unique SPP1+ chondrocytes in human osteoarthritis [J]. Comput Biol Med, 2023, 160: 106926., articleTitle=null, refAbstract=null), Reference(id=1319981878862524820, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=35, rfOrder=34, authorNames=null, journalName=null, refType=null, unstructuredReference=Qi J Y, Zhu H B, Li Y J, et al. Creation of a high-throughput microfluidic platform for single-cell transcriptome sequencing of cell-cell interactions [J]. Small Meth, 2023, 7(11): 2300730., articleTitle=null, refAbstract=null), Reference(id=1319981878862524821, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=36, rfOrder=35, authorNames=null, journalName=null, refType=null, unstructuredReference=Wilk A J, Shalek A K, Holmes S, et al. Comparative analysis of cell-cell communication at single-cell resolution [J]. Nat Biotechnol, 2024, 42(3): 470-483., articleTitle=null, refAbstract=null), Reference(id=1319981878862524822, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=37, rfOrder=36, authorNames=null, journalName=null, refType=null, unstructuredReference=Zeng L T, Yang K L, Zhang T Q, et al. Research progress of single-cell transcriptome sequencing in autoimmune diseases and autoinflammatory disease: A review [J]. J Autoimmun, 2022, 133: 102919., articleTitle=null, refAbstract=null), Reference(id=1319981878862524823, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=38, rfOrder=37, authorNames=null, journalName=null, refType=null, unstructuredReference=Song X Q, Zhang Y, Zhao L J, et al. Analyzation of the peripheral blood mononuclear cells atlas and cell communication of rheumatoid arthritis patients based on single-cell RNA-seq [J]. J Immunol Res, 2023, 2023: 6300633., articleTitle=null, refAbstract=null), Reference(id=1319981878862524824, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=39, rfOrder=38, authorNames=null, journalName=null, refType=null, unstructuredReference=董曦文. 抗瓜氨酸化蛋白抗体在类风湿关节炎中促炎作用的机制研究[D]. 西安: 中国人民解放军空军军医大学, 2018., articleTitle=null, refAbstract=null), Reference(id=1319981878862524825, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=40, rfOrder=39, authorNames=null, journalName=null, refType=null, unstructuredReference=Di Matteo A, Bathon J M, Emery P. Rheumatoid arthritis [J]. Lancet, 2023, 402(10416): 2019-2033., articleTitle=null, refAbstract=null), Reference(id=1319981878862524826, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=41, rfOrder=40, authorNames=null, journalName=null, refType=null, unstructuredReference=Baker K F, McDonald D, Hulme G, et al. Single-cell insights into immune dysregulation in rheumatoid arthritis flare versus drug-free remission [J]. Nat Commun, 2024, 15: 1063., articleTitle=null, refAbstract=null), Reference(id=1319981878862524827, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=42, rfOrder=41, authorNames=null, journalName=null, refType=null, unstructuredReference=Weyand C M, Goronzy J J. The immunology of rheumatoid arthritis [J]. Nat Immunol, 2021, 22(1): 10-18., articleTitle=null, refAbstract=null), Reference(id=1319981878866719107, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=43, rfOrder=42, authorNames=null, journalName=null, refType=null, unstructuredReference=Zhang F, Wei K, Slowikowski K, et al. Defining inflammatory cell states in rheumatoid arthritis joint synovial tissues by integrating single-cell transcriptomics and mass cytometry [J]. Nat Immunol, 2019, 20(7): 928-942., articleTitle=null, refAbstract=null), Reference(id=1319981878866719108, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=44, rfOrder=43, authorNames=null, journalName=null, refType=null, unstructuredReference=Argyriou A, Wadsworth M H, Lendvai A, et al. Single cell sequencing identifies clonally expanded synovial CD4+ TPH cells expressing GPR56 in rheumatoid arthritis [J]. Nat Commun, 2022, 13:4046., articleTitle=null, refAbstract=null), Reference(id=1319981878866719109, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=45, rfOrder=44, authorNames=null, journalName=null, refType=null, unstructuredReference=Ye L L, Huang X L, Tang Q Y, et al. Integrated analysis of single-cell RNA-seq and bulk RNA-seq reveal macrophage subpopulation characteristics and the role of STAT1 in rheumatoid arthritis [J]. J Transl Med, 2025, 23(1): 1161., articleTitle=null, refAbstract=null), Reference(id=1319981878866719110, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=46, rfOrder=45, authorNames=null, journalName=null, refType=null, unstructuredReference=Tong L P, Yu H, Huang X Y, et al. Current understanding of osteoarthritis pathogenesis and relevant new approaches [J]. Bone Res, 2022, 10: 60., articleTitle=null, refAbstract=null), Reference(id=1319981878866719111, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=47, rfOrder=46, authorNames=null, journalName=null, refType=null, unstructuredReference=李晓磊, 韩彦琪, 曹秀丽, 等. 活血止痛胶囊对骨关节炎大鼠的药效作用研究[J]. 中草药, 2025, 56(12): 4306-4315., articleTitle=null, refAbstract=null), Reference(id=1319981878866719112, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=48, rfOrder=47, authorNames=null, journalName=null, refType=null, unstructuredReference=Boer C G, Hatzikotoulas K, Southam L, et al. Deciphering osteoarthritis genetics across 826, 690 individuals from 9 populations [J]. Cell, 2021, 184: 4784-4818., articleTitle=null, refAbstract=null), Reference(id=1319981878866719113, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=49, rfOrder=48, authorNames=null, journalName=null, refType=null, unstructuredReference=Guilak F, Nims R J, Dicks A, et al. Osteoarthritis as a disease of the cartilage pericellular matrix [J]. Matrix Biol, 2018, 71:40-50., articleTitle=null, refAbstract=null), Reference(id=1319981878866719114, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=50, rfOrder=49, authorNames=null, journalName=null, refType=null, unstructuredReference=Sun Z W, Yan M Y, Wang J J, et al. Single-cell RNA sequencing reveals different chondrocyte states in femoral cartilage between osteoarthritis and healthy individuals [J]. Front Immunol, 2024, 15:1407679., articleTitle=null, refAbstract=null), Reference(id=1319981878866719115, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=51, rfOrder=50, authorNames=null, journalName=null, refType=null, unstructuredReference=Ji Q B, Zheng Y X, Zhang G Q, et al. Single-cell RNA-seq analysis reveals the progression of human osteoarthritis [J]. Ann Rheum Dis, 2019, 78(1): 100-110., articleTitle=null, refAbstract=null), Reference(id=1319981878866719116, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=52, rfOrder=51, authorNames=null, journalName=null, refType=null, unstructuredReference=卫博文, 高晶月, 刘维, 等. 金藤清痹颗粒治疗急性痛风性关节炎的作用机制研究[J]. 中草药, 2023, 54(21): 7086-7095., articleTitle=null, refAbstract=null), Reference(id=1319981878866719117, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=53, rfOrder=52, authorNames=null, journalName=null, refType=null, unstructuredReference=Cipolletta E, Tata L J, Nakafero G, et al. Association between gout flare and subsequent cardiovascular events among patients with gout [J]. JAMA, 2022, 328(5): 440., articleTitle=null, refAbstract=null), Reference(id=1319981878866719118, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=54, rfOrder=53, authorNames=null, journalName=null, refType=null, unstructuredReference=Chen-Xu M, Yokose C, Rai S K, et al. Contemporary prevalence of gout and hyperuricemia in the United States and decadal trends: The national health and nutrition examination survey, 2007-2016[J]. Arthritis Rheumatol, 2019, 71(6): 991-999., articleTitle=null, refAbstract=null), Reference(id=1319981878866719119, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=55, rfOrder=54, authorNames=null, journalName=null, refType=null, unstructuredReference=Liu W J, Peng J, Wu Y X, et al. Immune and inflammatory mechanisms and therapeutic targets of gout: An update [J]. Int Immunopharmacol, 2023, 121: 110466., articleTitle=null, refAbstract=null), Reference(id=1319981878866719120, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=56, rfOrder=55, authorNames=null, journalName=null, refType=null, unstructuredReference=Chang J G, Tu S J, Huang C M, et al. Single-cell RNA sequencing of immune cells in patients with acute gout [J]. Sci Rep, 2022, 12: 22130., articleTitle=null, refAbstract=null), Reference(id=1319981878866719121, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=57, rfOrder=56, authorNames=null, journalName=null, refType=null, unstructuredReference=Alaswad A, Cabău G, Crişan T O, et al. Integrative analysis reveals the multilateral inflammatory mechanisms of CD14 monocytes in gout [J]. Ann Rheum Dis, 2025, 84(7): 1253-1263., articleTitle=null, refAbstract=null), Reference(id=1319981878866719122, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=58, rfOrder=57, authorNames=null, journalName=null, refType=null, unstructuredReference=Xie Y, Mai C T, Zheng D C, et al. Wutou decoction ameliorates experimental rheumatoid arthritis via regulating NF-κB and Nrf2: Integrating efficacy-oriented compatibility of traditional Chinese medicine [J]. Phytomedicine, 2021, 85: 153522., articleTitle=null, refAbstract=null), Reference(id=1319981878866719123, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=59, rfOrder=58, authorNames=null, journalName=null, refType=null, unstructuredReference=冯霞, 李振, 申彤, 等. 青藤碱通过LncRNA NEAT1/ HMGB1-NF-κB p65途径治疗胶原诱导性关节炎大鼠的作用机制[J]. 中草药, 2025, 56(19): 7068-7078., articleTitle=null, refAbstract=null), Reference(id=1319981878866719124, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=60, rfOrder=59, authorNames=null, journalName=null, refType=null, unstructuredReference=Wang M J, Zheng Z T, Yi J F, et al. LncRNA transcriptomics elucidates the suppression of gouty arthritis-associated pyroptosis by pulchinenoside B4 through NLRP3 inflammasome modulation [J]. Eur J Pharmacol, 2026, 1011: 178474., articleTitle=null, refAbstract=null), Reference(id=1319981878866719125, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=61, rfOrder=60, authorNames=null, journalName=null, refType=null, unstructuredReference=彭红叶, 鲁春丽, 黄晓强, 等. 多组学技术在中医药领域中的应用现状与前景分析[J]. 中医杂志, 2024, 65(8): 775-781., articleTitle=null, refAbstract=null), Reference(id=1319981878866719126, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=62, rfOrder=61, authorNames=null, journalName=null, refType=null, unstructuredReference=Xie J, Sun S J, Zhou Z Y, et al. Natural small molecule bergapten ameliorates rheumatoid arthritis by targeting STAT3[J]. Pharmacol Res, 2025, 219: 107878., articleTitle=null, refAbstract=null), Reference(id=1319981878866719127, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=63, rfOrder=62, authorNames=null, journalName=null, refType=null, unstructuredReference=Zeng L T, Yu G P, Yang K L, et al. Exploring the mechanism of celastrol in the treatment of rheumatoid arthritis based on systems pharmacology and multi-omics [J]. Sci Rep, 2024, 14: 1604., articleTitle=null, refAbstract=null), Reference(id=1319981878866719128, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=64, rfOrder=63, authorNames=null, journalName=null, refType=null, unstructuredReference=丁子禾. 从“铁: 骨/脂”代谢稳态探索雷公藤多苷片治疗类风湿关节炎的“效/毒”关联机制[D]. 北京: 中国中医科学院, 2024., articleTitle=null, refAbstract=null), Reference(id=1319981878866719129, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=65, rfOrder=64, authorNames=null, journalName=null, refType=null, unstructuredReference=Kashima Y, Sakamoto Y, Kaneko K, et al. Single-cell sequencing techniques from individual to multiomics analyses [J]. Exp Mol Med, 2020, 52(9): 1419-1427., articleTitle=null, refAbstract=null), Reference(id=1319981878866719130, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=66, rfOrder=65, authorNames=null, journalName=null, refType=null, unstructuredReference=Cui H T, Wang N, Min F T, et al. Integrated analysis of single-cell RNA sequencing, transcriptomics, and thermal proteome profiling identifies PLCG1 as the therapeutic target of isopimpinellin in treating rheumatoid arthritis [J]. Cell Mol Biol Lett, 2026, 31(1): 89., articleTitle=null, refAbstract=null), Reference(id=1319981878866719131, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=67, rfOrder=66, authorNames=null, journalName=null, refType=null, unstructuredReference=Zheng Y Z, Kong Y, Zhuo F F, et al. Discovery of sinomenine derivatives inhibiting macrophage polarization against rheumatoid arthritis through selectively targeting heme oxygenase-1[J]. Eur J Med Chem, 2025, 292: 117596., articleTitle=null, refAbstract=null), Reference(id=1319981878866719132, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=68, rfOrder=67, authorNames=null, journalName=null, refType=null, unstructuredReference=Shen Z W, Li S M, Li T, et al. Identification of potential biomarkers related to the Bitong mixture in osteoarthritis based on bioinformatics and network pharmacology, and exploration of the mechanism involved [J]. Front Immunol, 2026, 17: 1739355., articleTitle=null, refAbstract=null), Reference(id=1319981878870913412, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=69, rfOrder=68, authorNames=null, journalName=null, refType=null, unstructuredReference=Li J C, Yang W H, Xiao Y L, et al. Unraveling the mechanisms of Shaoyang Shenggu Decoction in treating knee osteoarthritis through mass spectrometry and bioinformatics [J]. J Ethnopharmacol, 2025, 348:119835., articleTitle=null, refAbstract=null), Reference(id=1319981878870913413, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=70, rfOrder=69, authorNames=null, journalName=null, refType=null, unstructuredReference=Yang K Y, Xie Q, Tang T T, et al. Astragaloside IV as a novel CXCR4 antagonist alleviates osteoarthritis in the knee of monosodium iodoacetate-induced rats [J]. Phytomedicine, 2023, 108: 154506., articleTitle=null, refAbstract=null), Reference(id=1319981878870913414, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=71, rfOrder=70, authorNames=null, journalName=null, refType=null, unstructuredReference=Zhou D Q, Luo Y J, Li F J, et al. Exploring the mechanisms of PANoptosis in osteoarthritis and the therapeutic potential of andrographolide through bioinformatics and single-cell analysis [J]. Biol Direct, 2025, 20(1): 41., articleTitle=null, refAbstract=null), Reference(id=1319981878870913415, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=72, rfOrder=71, authorNames=null, journalName=null, refType=null, unstructuredReference=Fu X Q, Liu W, Zhang Y X, et al. Bulk and single-cell transcriptome analyses combined with molecular simulations identify ferritinophagy as a key target for resveratrol in osteoarthritis [J]. Naunyn Schmiedeberg's Arch Pharmacol, 2026, 399: 13599-13625., articleTitle=null, refAbstract=null), Reference(id=1319981878870913416, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=73, rfOrder=72, authorNames=null, journalName=null, refType=null, unstructuredReference=Figueiredo M L. Applications of single-cell RNA sequencing in rheumatoid arthritis [J]. Front Immunol, 2024, 15: 1491318., articleTitle=null, refAbstract=null), Reference(id=1319981878870913417, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=74, rfOrder=73, authorNames=null, journalName=null, refType=null, unstructuredReference=Su M, Pan T, Chen Q Z, et al. Data analysis guidelines for single-cell RNA-seq in biomedical studies and clinical applications [J]. Mil Med Res, 2022, 9(1): 68., articleTitle=null, refAbstract=null), Reference(id=1319981878870913418, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=75, rfOrder=74, authorNames=null, journalName=null, refType=null, unstructuredReference=Tran H T N, Ang K S, Chevrier M, et al. A benchmark of batch-effect correction methods for single-cell RNA sequencing data [J]. Genome Biol, 2020, 21(1): 12., articleTitle=null, refAbstract=null), Reference(id=1319981878870913419, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=76, rfOrder=75, authorNames=null, journalName=null, refType=null, unstructuredReference=Tang F C, Barbacioru C, Wang Y Z, et al. mRNA-Seq whole-transcriptome analysis of a single cell [J]. Nat Meth, 2009, 6(5):377-382., articleTitle=null, refAbstract=null)], funds=[Fund(id=1319981878438900092, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, awardId=2097522004073713665, language=CN, fundingSource=国家自然科学基金资助项目, fundOrder=null, country=null), Fund(id=1319981878501814653, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, awardId=2097522004077907969, language=CN, fundingSource=国家自然科学基金资助项目, fundOrder=null, country=null), Fund(id=1319981878560534910, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, awardId=2097522004077907970, language=CN, fundingSource=江西省自然科学基金资助项目, fundOrder=null, country=null), Fund(id=1319981878631838079, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, awardId=2097522004077907971, language=CN, fundingSource=中国博士后科学基金第七十三批面上资助, fundOrder=null, country=null), Fund(id=1319981878711529856, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, awardId=2097522004077907972, language=CN, fundingSource=江西省2025年度研究生创新专项资金项目, fundOrder=null, country=null)], companyList=[AuthorCompany(id=1319981873737085261, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=1, ext=[AuthorCompanyExt(id=1319981873745473870, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981873737085261, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=1.江西中医药大学, 江西 南昌 330004)]), AuthorCompany(id=1319981874009715023, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=2, ext=[AuthorCompanyExt(id=1319981874018103632, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874009715023, language=CN, country=null, province=null, city=null, postcode=null, companyName=中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006, departmentName=null, remark=2.中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006)]), AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)]), AuthorCompany(id=1319981874156515667, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=4*, ext=[AuthorCompanyExt(id=1319981874169098580, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874156515667, language=CN, country=null, province=null, city=null, postcode=null, companyName=中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006, departmentName=null, remark=4.中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006)])], figs=null, attaches=null, journal=Journal(id=1302309778002903112, delFlag=0, nameCn=中草药, nameEn=Chinese Traditional and Herbal Drugs, nameHistory1=null, nameHistory2=null, issn=0253-2670, eissn=null, cn=12-1108/R, coden=null, periodic=3, language=CN, oaType=null, ccby=null, superviseOffice=null, ownerOffice=null, pubOffice=null, editorOffice=null, officeType=null, aims=null, clcCode=null, officeProv=null, officeCity=null, officeAddr=null, officeZip=null, officeEmail=null, officePhone=null, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=cGpSKCP11AF8PAOcTXYWfg==, journalPrice=null, startedYear=null, abbrevIsoEn=Chinese Traditional and Herbal Drugs, journalRemark=null, publicationField=null, createdTime=1788424446827, updatedTime=1788949289390, createdBy=18614031015, updatedBy=13041195026, firstLetterCn=Z, firstLetterEn=Z, subjectCode=Medical and Pharmaceutical Sciences, subjectName=null, subjectCodeEn=Medical and Pharmaceutical Sciences, subjectNameEn=null, picCn=cGpSKCP11AF8PAOcTXYWfg==, picEn=Xw//kxUC3ON4eHxev0QLhQ==, jcr=null, cjcr=null, exts=[JournalExt(id=1304511127375863983, language=CN, name=中草药, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=, createdTime=1788949289411, updatedTime=1788949289411, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=, submissionAuthorUrl=https://www.tiprpress.com/zcy/author/login, submissionEditorUrl=https://www.tiprpress.com/zcy/editor/login, submissionReviewUrl=https://www.tiprpress.com/zcy/reviewer/login, submissionCeEditorUrl=, submissionAeEditorUrl=, option={"copyright":""}), JournalExt(id=1304511127442972848, language=EN, name=Chinese Traditional and Herbal Drugs, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=, createdTime=1788949289427, updatedTime=1788949289427, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=, submissionAuthorUrl=https://www.tiprpress.com/zcy/author/login, submissionEditorUrl=https://www.tiprpress.com/zcy/editor/login, submissionReviewUrl=https://www.tiprpress.com/zcy/reviewer/login, submissionCeEditorUrl=, submissionAeEditorUrl=, option={"copyright":""})], databaseList=null, tenantJournalId=1302319053441957962, websiteList=[Website(id=1302319176408912052, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1302319053441957962, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/zcy/CN, language=CN, createTime=1788426687576, createBy=18614031015, updateTime=1788427346252, updateBy=18614031015, name=中草药-中文, tplId=1146099689490845704, title=中草药, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1302322043651904087, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176408912052, code=articleTextType, value=kx, createTime=1788427371180, updateTime=1788427371180, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322043593183828, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176408912052, code=banner, value=null, createTime=1788427371166, updateTime=1788427371166, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322043672875610, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176408912052, code=grayFlag, value=0, createTime=1788427371185, updateTime=1788427371185, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322043584795219, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176408912052, code=logo, value=https://castjournals.cast.org.cn/joweb/zcy/CN/file/pic?fileId=uiD1gpiRqR++OLOz4iKzDg==, createTime=1788427371164, updateTime=1788427371164, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322043689652828, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176408912052, code=minRunFlag, value=0, createTime=1788427371189, updateTime=1788427371189, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322043643515478, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176408912052, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/zcy/CN/file/pic, createTime=1788427371178, updateTime=1788427371178, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322043681264219, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176408912052, code=silenceFlag, value=0, createTime=1788427371187, updateTime=1788427371187, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322043601572437, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176408912052, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1788427371168, updateTime=1788427371168, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322043660292696, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176408912052, code=themeColor, value=null, createTime=1788427371182, updateTime=1788427371182, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322043668681305, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176408912052, code=themeStyle, value=null, createTime=1788427371184, updateTime=1788427371184, creator=18614031015, updator=18614031015)]), Website(id=1302319176715096246, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1302319053441957962, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/zcy/EN, language=EN, createTime=1788426687649, createBy=18614031015, updateTime=1788427341161, updateBy=18614031015, name=中草药-英文, tplId=1146101810881728533, title=Chinese Traditional and Herbal Drugs, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1302322015206134340, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176715096246, code=articleTextType, value=kx, createTime=1788427364398, updateTime=1788427364398, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322015185162817, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176715096246, code=banner, value=null, createTime=1788427364393, updateTime=1788427364393, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322015227105863, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176715096246, code=grayFlag, value=0, createTime=1788427364403, updateTime=1788427364403, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322015176774208, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176715096246, code=logo, value=https://castjournals.cast.org.cn/joweb/zcy/EN/file/pic?fileId=uiD1gpiRqR++OLOz4iKzDg==, createTime=1788427364391, updateTime=1788427364391, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322015239688777, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176715096246, code=minRunFlag, value=0, createTime=1788427364406, updateTime=1788427364406, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322015201940035, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176715096246, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/zcy/EN/file/pic, createTime=1788427364397, updateTime=1788427364397, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322015235494472, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176715096246, code=silenceFlag, value=0, createTime=1788427364405, updateTime=1788427364405, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322015193551426, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176715096246, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1788427364395, updateTime=1788427364395, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322015214522949, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176715096246, code=themeColor, value=null, createTime=1788427364400, updateTime=1788427364400, creator=18614031015, updator=18614031015), WebsiteProps(id=1302322015218717254, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1302319176715096246, code=themeStyle, value=null, createTime=1788427364401, updateTime=1788427364401, creator=18614031015, updator=18614031015)])], journalTitle=中草药, weixinUrl=null, journalUrl=https://www.tiprpress.com/zcy, iacademicId=null, status=1, seqNo=null, journalTitleEn=Chinese Traditional and Herbal Drugs, journalPhotoCn=cGpSKCP11AF8PAOcTXYWfg==, journalPhotoEn=Xw//kxUC3ON4eHxev0QLhQ==, journalFirstLetter=Z, journalRecommend=null, journalNew=null, journalCollection=null, jcrJf=null, cjcrJf=null, jcrJfStr=null, cjcrJfStr=null, submissionFirstDecision=null, sciSubjectClassification=null, casSubjectClassification=null, citeScore=null, totalCitationFrequency=null, icpCode=null, psCode=null, advertisingLicenseCode=null, copyrightInformation=null, country=null, option=, provinceCode=null, provinceName=null, collectFlag=false, interPubPlatform=, interPubPlatformUrl=null), detailUrlCn=https://castjournals.cast.org.cn/joweb/zcy/CN/10.7501/j.issn.0253-2670.2026.16.029, detailUrlEn=https://castjournals.cast.org.cn/joweb/zcy/EN/10.7501/j.issn.0253-2670.2026.16.029, pdfUrlCn=https://castjournals.cast.org.cn/joweb/zcy/CN/PDF/10.7501/j.issn.0253-2670.2026.16.029, pdfUrlEn=https://castjournals.cast.org.cn/joweb/zcy/EN/PDF/10.7501/j.issn.0253-2670.2026.16.029, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, previewStatus=0, delFlag=0, hasFullText=0, orderTime=1787846400000, fullTextJson=null, articleText=null, reference=易俊芳, 刘鹏, 胡宏迪, 等. 基于细胞焦亡的关节炎发病机制研究进展[J]. 中国现代应用药学, 2025, 42(19):3463-3472.
张潇斌, 马玉宁, 颜晓, 等. 基于数据挖掘探讨中药热熨治疗膝骨关节炎用药规律及其毒性中药的应用[J]. 中草药, 2022, 53(5):1483-1493.
张润润, 何东仪. 近十年中医外治法治疗类风湿性关节炎的研究概况[J]. 时珍国医国药, 2019, 30(7): 1703-1705.
王亦冰, 张冠宇, 武帅, 等. 中药调控机体骨骼肌脂代谢研究进展[J]. 中草药, 2025, 56(24): 9224-9232.
Li C C, Gong L Q, Jiang Y, et al. Sanguisorba officinalis ethyl acetate extract attenuates ulcerative colitis through inhibiting PI3K-Akt/NF-κB/STAT3 pathway uncovered by single-cell RNA sequencing [J]. Phytomedicine, 2023, 120: 155052.
Chen L J, Zheng X, Huang H, et al. Cordycepin synergizes with CTLA-4 blockade to remodel the tumor microenvironment for enhanced cancer immunotherapy [J]. Int Immunopharmacol, 2023, 124: 110786.
Schalck A, Sakellariou-Thompson D, Forget M A, et al. Single-cell sequencing reveals trajectory of tumor-infiltrating lymphocyte states in pancreatic cancer [J]. Cancer Discov, 2022, 12(10): 2330-2349.
Perez R K, Gordon M G, Subramaniam M, et al. Single-cell RNA-seq reveals cell type-specific molecular and genetic associations to lupus [J]. Science, 2022, 376(6589): eabf1970.
Li Y X, Li Z Q, Yang M, et al. Decoding the temporal and regional specification of microglia in the developing human brain [J]. Cell Stem Cell, 2022, 29(4): 620-634.
Jin K Y, Gao S, Yang P H, et al. Single-cell RNA sequencing reveals the temporal diversity and dynamics of cardiac immunity after myocardial infarction [J]. Small Methods, 2022, 6(3): e2100752.
Sebastian A, Hum N R, McCool J L, et al. Single-cell RNA-Seq reveals changes in immune landscape in post-traumatic osteoarthritis [J]. Front Immunol, 2022, 13: 938075.
Lv Z Y, Han J, Li J W, et al. Single cell RNA-seq analysis identifies ferroptotic chondrocyte cluster and reveals TRPV1 as an anti-ferroptotic target in osteoarthritis [J]. eBioMedicine, 2022, 84:104258.
Li X F, Fang L, Zhou R P, et al. Current cutting-edge omics techniques on musculoskeletal tissues and diseases [J]. Bone Res, 2025, 13: 59.
Li L Y, Xiong F, Wang Y M, et al. What are the applications of single-cell RNA sequencing in cancer research: A systematic review [J]. J Exp Clin Cancer Res, 2021, 40(1): 163.
Adil A, Kumar V, Jan A T, et al. Single-cell transcriptomics:Current methods and challenges in data acquisition and analysis [J]. Front Neurosci, 2021, 15: 591122.
Sun F Y, Li H Y, Sun D Q, et al. Single-cell omics:Experimental workflow, data analyses and applications [J]. Sci China Life Sci, 2025, 68(1): 5-102.
汪茂林, 杨洪军. 单细胞转录组测序技术在药物研究中的应用[J]. 药学学报, 2023, 58(9): 2551-2559.
Xu Z H, Tu S, Pass C, et al. Profiling mouse cochlear cell maturation using 10×Genomics single-cell transcriptomics [J]. Front Cell Neurosci, 2022, 16: 962106.
Wang X L, He Y, Zhang Q M, et al. Direct comparative analyses of 10X genomics chromium and smart-seq2[J]. Genom Proteom Bioinform, 2021, 19(2): 253-266.
See P, Lum J, Chen J M, et al. A single-cell sequencing guide for immunologists [J]. Front Immunol, 2018, 9: 2425.
Ni J, Hu C S, Li H, et al. Significant improvement in data quality with simplified SCRB-seq [J]. Acta Biochim Biophys Sin, 2020, 52(4): 457-459.
You Y, Tian L Y, Su S A, et al. Benchmarking UMI-based single-cell RNA-seq preprocessing workflows [J]. Genome Biol, 2021, 22(1): 339.
Keren-Shaul H, Kenigsberg E, Jaitin D A, et al. MARS-seq2.0:An experimental and analytical pipeline for indexed sorting combined with single-cell RNA sequencing [J]. Nat Protoc, 2019, 14(6): 1841-1862.
Macosko E Z, Basu A, Satija R, et al. Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets [J]. Cell, 2015, 161(5): 1202-1214.
McTaggart T, Lim J X, Smith K J, et al. Deep phenotyping of T regulatory cells in psoriatic arthritis highlights targetable mechanisms of disease [J]. J Biol Chem, 2025, 301(1): 108059.
Šimek M, Rubanová D, Nešporová K, et al. Pharmacokinetics of the systemic application of hyaluronic acid for joint arthritis treatment [J]. Int J Biol Macromol, 2025, 307(Pt 2): 141937.
郑梓桐, 王美娟, 冯育林, 等. 基于蛋白质组学筛选关节炎相关生物标志物的研究进展[J]. 中草药, 2024, 55(18): 6383-6392.
Li X M, Wang C Y. From bulk, single-cell to spatial RNA sequencing [J]. Int J Oral Sci, 2021, 13(1): 36.
Wang S, Sun S T, Zhang X Y, et al. The evolution of single-cell RNA sequencing technology and application: Progress and perspectives [J]. Int J Mol Sci, 2023, 24(3): 2943.
Boutet M A, Courties G, Nerviani A, et al. Novel insights into macrophage diversity in rheumatoid arthritis synovium [J]. Autoimmun Rev, 2021, 20(3): 102758.
Dunlap G, Wagner A, Meednu N, et al. Clonal associations between lymphocyte subsets and functional states in rheumatoid arthritis synovium [J]. Nat Commun, 2024, 15: 4991.
Cutolo M, Campitiello R, Gotelli E, et al. The role of M1/M2 macrophage polarization in rheumatoid arthritis synovitis [J]. Front Immunol, 2022, 13: 867260.
Denyer T, Timmermans M C P. Crafting a blueprint for single-cell RNA sequencing [J]. Trends Plant Sci, 2022, 27(1): 92-103.
Qu Y K, Wang Y G, Wang S X, et al. A comprehensive analysis of single-cell RNA transcriptome reveals unique SPP1+ chondrocytes in human osteoarthritis [J]. Comput Biol Med, 2023, 160: 106926.
Qi J Y, Zhu H B, Li Y J, et al. Creation of a high-throughput microfluidic platform for single-cell transcriptome sequencing of cell-cell interactions [J]. Small Meth, 2023, 7(11): 2300730.
Wilk A J, Shalek A K, Holmes S, et al. Comparative analysis of cell-cell communication at single-cell resolution [J]. Nat Biotechnol, 2024, 42(3): 470-483.
Zeng L T, Yang K L, Zhang T Q, et al. Research progress of single-cell transcriptome sequencing in autoimmune diseases and autoinflammatory disease: A review [J]. J Autoimmun, 2022, 133: 102919.
Song X Q, Zhang Y, Zhao L J, et al. Analyzation of the peripheral blood mononuclear cells atlas and cell communication of rheumatoid arthritis patients based on single-cell RNA-seq [J]. J Immunol Res, 2023, 2023: 6300633.
董曦文. 抗瓜氨酸化蛋白抗体在类风湿关节炎中促炎作用的机制研究[D]. 西安: 中国人民解放军空军军医大学, 2018.
Di Matteo A, Bathon J M, Emery P. Rheumatoid arthritis [J]. Lancet, 2023, 402(10416): 2019-2033.
Baker K F, McDonald D, Hulme G, et al. Single-cell insights into immune dysregulation in rheumatoid arthritis flare versus drug-free remission [J]. Nat Commun, 2024, 15: 1063.
Weyand C M, Goronzy J J. The immunology of rheumatoid arthritis [J]. Nat Immunol, 2021, 22(1): 10-18.
Zhang F, Wei K, Slowikowski K, et al. Defining inflammatory cell states in rheumatoid arthritis joint synovial tissues by integrating single-cell transcriptomics and mass cytometry [J]. Nat Immunol, 2019, 20(7): 928-942.
Argyriou A, Wadsworth M H, Lendvai A, et al. Single cell sequencing identifies clonally expanded synovial CD4+ TPH cells expressing GPR56 in rheumatoid arthritis [J]. Nat Commun, 2022, 13:4046.
Ye L L, Huang X L, Tang Q Y, et al. Integrated analysis of single-cell RNA-seq and bulk RNA-seq reveal macrophage subpopulation characteristics and the role of STAT1 in rheumatoid arthritis [J]. J Transl Med, 2025, 23(1): 1161.
Tong L P, Yu H, Huang X Y, et al. Current understanding of osteoarthritis pathogenesis and relevant new approaches [J]. Bone Res, 2022, 10: 60.
李晓磊, 韩彦琪, 曹秀丽, 等. 活血止痛胶囊对骨关节炎大鼠的药效作用研究[J]. 中草药, 2025, 56(12): 4306-4315.
Boer C G, Hatzikotoulas K, Southam L, et al. Deciphering osteoarthritis genetics across 826, 690 individuals from 9 populations [J]. Cell, 2021, 184: 4784-4818.
Guilak F, Nims R J, Dicks A, et al. Osteoarthritis as a disease of the cartilage pericellular matrix [J]. Matrix Biol, 2018, 71:40-50.
Sun Z W, Yan M Y, Wang J J, et al. Single-cell RNA sequencing reveals different chondrocyte states in femoral cartilage between osteoarthritis and healthy individuals [J]. Front Immunol, 2024, 15:1407679.
Ji Q B, Zheng Y X, Zhang G Q, et al. Single-cell RNA-seq analysis reveals the progression of human osteoarthritis [J]. Ann Rheum Dis, 2019, 78(1): 100-110.
卫博文, 高晶月, 刘维, 等. 金藤清痹颗粒治疗急性痛风性关节炎的作用机制研究[J]. 中草药, 2023, 54(21): 7086-7095.
Cipolletta E, Tata L J, Nakafero G, et al. Association between gout flare and subsequent cardiovascular events among patients with gout [J]. JAMA, 2022, 328(5): 440.
Chen-Xu M, Yokose C, Rai S K, et al. Contemporary prevalence of gout and hyperuricemia in the United States and decadal trends: The national health and nutrition examination survey, 2007-2016[J]. Arthritis Rheumatol, 2019, 71(6): 991-999.
Liu W J, Peng J, Wu Y X, et al. Immune and inflammatory mechanisms and therapeutic targets of gout: An update [J]. Int Immunopharmacol, 2023, 121: 110466.
Chang J G, Tu S J, Huang C M, et al. Single-cell RNA sequencing of immune cells in patients with acute gout [J]. Sci Rep, 2022, 12: 22130.
Alaswad A, Cabău G, Crişan T O, et al. Integrative analysis reveals the multilateral inflammatory mechanisms of CD14 monocytes in gout [J]. Ann Rheum Dis, 2025, 84(7): 1253-1263.
Xie Y, Mai C T, Zheng D C, et al. Wutou decoction ameliorates experimental rheumatoid arthritis via regulating NF-κB and Nrf2: Integrating efficacy-oriented compatibility of traditional Chinese medicine [J]. Phytomedicine, 2021, 85: 153522.
冯霞, 李振, 申彤, 等. 青藤碱通过LncRNA NEAT1/ HMGB1-NF-κB p65途径治疗胶原诱导性关节炎大鼠的作用机制[J]. 中草药, 2025, 56(19): 7068-7078.
Wang M J, Zheng Z T, Yi J F, et al. LncRNA transcriptomics elucidates the suppression of gouty arthritis-associated pyroptosis by pulchinenoside B4 through NLRP3 inflammasome modulation [J]. Eur J Pharmacol, 2026, 1011: 178474.
彭红叶, 鲁春丽, 黄晓强, 等. 多组学技术在中医药领域中的应用现状与前景分析[J]. 中医杂志, 2024, 65(8): 775-781.
Xie J, Sun S J, Zhou Z Y, et al. Natural small molecule bergapten ameliorates rheumatoid arthritis by targeting STAT3[J]. Pharmacol Res, 2025, 219: 107878.
Zeng L T, Yu G P, Yang K L, et al. Exploring the mechanism of celastrol in the treatment of rheumatoid arthritis based on systems pharmacology and multi-omics [J]. Sci Rep, 2024, 14: 1604.
丁子禾. 从“铁: 骨/脂”代谢稳态探索雷公藤多苷片治疗类风湿关节炎的“效/毒”关联机制[D]. 北京: 中国中医科学院, 2024.
Kashima Y, Sakamoto Y, Kaneko K, et al. Single-cell sequencing techniques from individual to multiomics analyses [J]. Exp Mol Med, 2020, 52(9): 1419-1427.
Cui H T, Wang N, Min F T, et al. Integrated analysis of single-cell RNA sequencing, transcriptomics, and thermal proteome profiling identifies PLCG1 as the therapeutic target of isopimpinellin in treating rheumatoid arthritis [J]. Cell Mol Biol Lett, 2026, 31(1): 89.
Zheng Y Z, Kong Y, Zhuo F F, et al. Discovery of sinomenine derivatives inhibiting macrophage polarization against rheumatoid arthritis through selectively targeting heme oxygenase-1[J]. Eur J Med Chem, 2025, 292: 117596.
Shen Z W, Li S M, Li T, et al. Identification of potential biomarkers related to the Bitong mixture in osteoarthritis based on bioinformatics and network pharmacology, and exploration of the mechanism involved [J]. Front Immunol, 2026, 17: 1739355.
Li J C, Yang W H, Xiao Y L, et al. Unraveling the mechanisms of Shaoyang Shenggu Decoction in treating knee osteoarthritis through mass spectrometry and bioinformatics [J]. J Ethnopharmacol, 2025, 348:119835.
Yang K Y, Xie Q, Tang T T, et al. Astragaloside IV as a novel CXCR4 antagonist alleviates osteoarthritis in the knee of monosodium iodoacetate-induced rats [J]. Phytomedicine, 2023, 108: 154506.
Zhou D Q, Luo Y J, Li F J, et al. Exploring the mechanisms of PANoptosis in osteoarthritis and the therapeutic potential of andrographolide through bioinformatics and single-cell analysis [J]. Biol Direct, 2025, 20(1): 41.
Fu X Q, Liu W, Zhang Y X, et al. Bulk and single-cell transcriptome analyses combined with molecular simulations identify ferritinophagy as a key target for resveratrol in osteoarthritis [J]. Naunyn Schmiedeberg's Arch Pharmacol, 2026, 399: 13599-13625.
Figueiredo M L. Applications of single-cell RNA sequencing in rheumatoid arthritis [J]. Front Immunol, 2024, 15: 1491318.
Su M, Pan T, Chen Q Z, et al. Data analysis guidelines for single-cell RNA-seq in biomedical studies and clinical applications [J]. Mil Med Res, 2022, 9(1): 68.
Tran H T N, Ang K S, Chevrier M, et al. A benchmark of batch-effect correction methods for single-cell RNA sequencing data [J]. Genome Biol, 2020, 21(1): 12.
Tang F C, Barbacioru C, Wang Y Z, et al. mRNA-Seq whole-transcriptome analysis of a single cell [J]. Nat Meth, 2009, 6(5):377-382.)
收藏切换
单细胞转录组在中药治疗关节炎及其发病机制研究中的应用进展
收藏切换
PDF下载
孙江婷 1, , 刘鹏 1,,2, , 杨华杰 1,,2, , 邹维 1, , 廖曾睿 1, , 欧雅诗 1, , 易俊芳 1, , 吕尚 1,,2,
中草药 | 综述 2026,57(16): 6578-6588
收起
收藏切换
中草药 |综述 2026 , 57 (16) : 6578 -6588
单细胞转录组在中药治疗关节炎及其发病机制研究中的应用进展
全屏
[Author(id=1319981874265567573, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=1, firstName=null, middleName=null, lastName=null, nameCn=孙江婷, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=2, ext={CN=AuthorExt(id=1319981874445922647, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981874265567573, language=CN, stringName=孙江婷, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,, address=3江西中医药大学, 江西 南昌 330004, bio=孙江婷: 孙江婷,硕士研究生,研究方向为中药药效物质基础。E-mail:18765762221@163.com, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)])]), Author(id=1319981874554974552, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=2, firstName=null, middleName=null, lastName=null, nameCn=刘鹏, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=2, ext={CN=AuthorExt(id=1319981874655637851, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981874554974552, language=CN, stringName=刘鹏, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,,2,, address=3,4江西中医药大学, 江西 南昌 330004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)]), AuthorCompany(id=1319981874156515667, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=4*, ext=[AuthorCompanyExt(id=1319981874169098580, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874156515667, language=CN, country=null, province=null, city=null, postcode=null, companyName=中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006, departmentName=null, remark=4.中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006)])]), Author(id=1319981874718552412, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=3, firstName=null, middleName=null, lastName=null, nameCn=杨华杰, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=2, ext={CN=AuthorExt(id=1319981874802438495, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981874718552412, language=CN, stringName=杨华杰, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,,2,, address=3,4江西中医药大学, 江西 南昌 330004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)]), AuthorCompany(id=1319981874156515667, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=4*, ext=[AuthorCompanyExt(id=1319981874169098580, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874156515667, language=CN, country=null, province=null, city=null, postcode=null, companyName=中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006, departmentName=null, remark=4.中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006)])]), Author(id=1319981874936656224, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=4, firstName=null, middleName=null, lastName=null, nameCn=邹维, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=2, ext={CN=AuthorExt(id=1319981875024736610, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981874936656224, language=CN, stringName=邹维, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,, address=3江西中医药大学, 江西 南昌 330004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)])]), Author(id=1319981875108622691, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=5, firstName=null, middleName=null, lastName=null, nameCn=廖曾睿, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=2, ext={CN=AuthorExt(id=1319981875175731557, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981875108622691, language=CN, stringName=廖曾睿, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,, address=3江西中医药大学, 江西 南昌 330004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)])]), Author(id=1319981875251229030, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=6, firstName=null, middleName=null, lastName=null, nameCn=欧雅诗, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=2, ext={CN=AuthorExt(id=1319981875330920808, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981875251229030, language=CN, stringName=欧雅诗, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,, address=3江西中医药大学, 江西 南昌 330004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)])]), Author(id=1319981875410612585, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=7, firstName=null, middleName=null, lastName=null, nameCn=易俊芳, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=2, ext={CN=AuthorExt(id=1319981875490304363, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981875410612585, language=CN, stringName=易俊芳, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,, address=3江西中医药大学, 江西 南昌 330004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)])]), Author(id=1319981875561607532, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, orderNo=8, firstName=null, middleName=null, lastName=null, nameCn=吕尚, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=1, authorType=2, ext={CN=AuthorExt(id=1319981875632910703, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, authorId=1319981875561607532, language=CN, stringName=吕尚, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1,,2,, address=3,4江西中医药大学, 江西 南昌 330004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1319981874093601105, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=3*, ext=[AuthorCompanyExt(id=1319981874101989714, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874093601105, language=CN, country=null, province=null, city=null, postcode=null, companyName=江西中医药大学, 江西 南昌 330004, departmentName=null, remark=3.江西中医药大学, 江西 南昌 330004)]), AuthorCompany(id=1319981874156515667, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, xref=4*, ext=[AuthorCompanyExt(id=1319981874169098580, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1319981871124033866, companyId=1319981874156515667, language=CN, country=null, province=null, city=null, postcode=null, companyName=中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006, departmentName=null, remark=4.中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006)])])]
孙江婷1,, 刘鹏1,,2,, 杨华杰1,,2,, 邹维1,, 廖曾睿1,, 欧雅诗1,, 易俊芳1,, 吕尚1,,2,
作者信息
  • 1.江西中医药大学, 江西 南昌 330004
  • 2.中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006
  • 3.江西中医药大学, 江西 南昌 330004
  • 4.中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006
通讯作者:
吕尚
作者简介:
孙江婷: 孙江婷,硕士研究生,研究方向为中药药效物质基础。E-mail:18765762221@163.com
Advances in application of single-cell transcriptomics to studies of arthritis pathogenesis and treatment with traditional Chinese medicine
Affiliations
出版时间: 2026-08-28 doi: 10.7501/j.issn.0253-2670.2026.16.029
文章导航
收藏切换
近年来关节炎的发病率稳步上升,且其病理变化复杂。据调查显示,关节炎是全球范围内致残率最高的疾病之一。然而,目前在关节炎发病机制研究及治疗靶点的探索方面仍存在不足,因此迫切需要新的方法来揭示关节炎的发病机制。单细胞转录组测序(single-cell RNA sequencing,scRNA-seq)技术不仅可用于构建关节组织的细胞图谱,还可鉴定驱动疾病进展的关键细胞亚群及其分子靶点,解析单细胞水平的基因表达异质性。目前,大量研究将其应用到关节炎领域,为关节炎的发病机制研究及治疗靶点的开发提供新途径。系统梳理了scRNA-seq的技术优势,并探讨了该技术在关节炎发病机制及中药治疗研究中的应用前景和面临的挑战,为深入探究关节炎的发病机制及相关中药新药开发提供参考。
单细胞转录组测序  /  中药  /  发病机制  /  类风湿性关节炎  /  骨关节炎  /  痛风性关节炎
The incidence of arthritis has steadily increased in recent years, accompanied by complex pathological changes. Arthritis is among the leading causes of disability worldwide. However, research on its pathogenesis and therapeutic targets remains insufficient, necessitating novel approaches to elucidate disease mechanisms. Single-cell RNA sequencing (scRNA-seq) enables not only the construction of cellular atlases of joint tissues but also the identification of key cell subpopulations and molecular targets driving disease progression, thereby resolving gene expression heterogeneity at the single-cell level. Increasingly applied in arthritis research, scRNA-seq offers new avenues for exploring pathogenesis and developing therapeutic targets. This review systematically summarizes the technical advantages of scRNA-seq, discusses its application prospects and challenges in arthritis pathogenesis and research on treatment with traditional Chinese medicine, and provides a reference for in-depth mechanistic studies and the development of novel Chinese herbal therapeutics.
single-cell RNA sequencing  /  traditional Chinese medicine  /  pathogenesis  /  rheumatoid arthritis  /  osteoarthritis  /  gouty arthritis
孙江婷, 刘鹏, 杨华杰, 邹维, 廖曾睿, 欧雅诗, 易俊芳, 吕尚. 单细胞转录组在中药治疗关节炎及其发病机制研究中的应用进展. 中草药, 2026 , 57 (16) : 6578 -6588 . DOI: 10.7501/j.issn.0253-2670.2026.16.029
SUN Jiangting, LIU Peng, YANG Huajie, ZOU Wei, LIAO Zengrui, OU Yashi, YI Junfang, LYU Shang. Advances in application of single-cell transcriptomics to studies of arthritis pathogenesis and treatment with traditional Chinese medicine[J]. Chinese Traditional and Herbal Drugs, 2026 , 57 (16) : 6578 -6588 . DOI: 10.7501/j.issn.0253-2670.2026.16.029
  • 国家自然科学基金资助项目
  • 国家自然科学基金资助项目
  • 江西省自然科学基金资助项目
  • 中国博士后科学基金第七十三批面上资助
  • 江西省2025年度研究生创新专项资金项目
参考文献 引证文献
排序方式:
1
易俊芳, 刘鹏, 胡宏迪, 等. 基于细胞焦亡的关节炎发病机制研究进展[J]. 中国现代应用药学, 2025, 42(19):3463-3472.
2
张潇斌, 马玉宁, 颜晓, 等. 基于数据挖掘探讨中药热熨治疗膝骨关节炎用药规律及其毒性中药的应用[J]. 中草药, 2022, 53(5):1483-1493.
3
张润润, 何东仪. 近十年中医外治法治疗类风湿性关节炎的研究概况[J]. 时珍国医国药, 2019, 30(7): 1703-1705.
4
王亦冰, 张冠宇, 武帅, 等. 中药调控机体骨骼肌脂代谢研究进展[J]. 中草药, 2025, 56(24): 9224-9232.
5
Li C C, Gong L Q, Jiang Y, et al. Sanguisorba officinalis ethyl acetate extract attenuates ulcerative colitis through inhibiting PI3K-Akt/NF-κB/STAT3 pathway uncovered by single-cell RNA sequencing [J]. Phytomedicine, 2023, 120: 155052.
6
Chen L J, Zheng X, Huang H, et al. Cordycepin synergizes with CTLA-4 blockade to remodel the tumor microenvironment for enhanced cancer immunotherapy [J]. Int Immunopharmacol, 2023, 124: 110786.
7
Schalck A, Sakellariou-Thompson D, Forget M A, et al. Single-cell sequencing reveals trajectory of tumor-infiltrating lymphocyte states in pancreatic cancer [J]. Cancer Discov, 2022, 12(10): 2330-2349.
8
Perez R K, Gordon M G, Subramaniam M, et al. Single-cell RNA-seq reveals cell type-specific molecular and genetic associations to lupus [J]. Science, 2022, 376(6589): eabf1970.
9
Li Y X, Li Z Q, Yang M, et al. Decoding the temporal and regional specification of microglia in the developing human brain [J]. Cell Stem Cell, 2022, 29(4): 620-634.
10
Jin K Y, Gao S, Yang P H, et al. Single-cell RNA sequencing reveals the temporal diversity and dynamics of cardiac immunity after myocardial infarction [J]. Small Methods, 2022, 6(3): e2100752.
11
Sebastian A, Hum N R, McCool J L, et al. Single-cell RNA-Seq reveals changes in immune landscape in post-traumatic osteoarthritis [J]. Front Immunol, 2022, 13: 938075.
12
Lv Z Y, Han J, Li J W, et al. Single cell RNA-seq analysis identifies ferroptotic chondrocyte cluster and reveals TRPV1 as an anti-ferroptotic target in osteoarthritis [J]. eBioMedicine, 2022, 84:104258.
13
Li X F, Fang L, Zhou R P, et al. Current cutting-edge omics techniques on musculoskeletal tissues and diseases [J]. Bone Res, 2025, 13: 59.
14
Li L Y, Xiong F, Wang Y M, et al. What are the applications of single-cell RNA sequencing in cancer research: A systematic review [J]. J Exp Clin Cancer Res, 2021, 40(1): 163.
15
Adil A, Kumar V, Jan A T, et al. Single-cell transcriptomics:Current methods and challenges in data acquisition and analysis [J]. Front Neurosci, 2021, 15: 591122.
16
Sun F Y, Li H Y, Sun D Q, et al. Single-cell omics:Experimental workflow, data analyses and applications [J]. Sci China Life Sci, 2025, 68(1): 5-102.
17
汪茂林, 杨洪军. 单细胞转录组测序技术在药物研究中的应用[J]. 药学学报, 2023, 58(9): 2551-2559.
18
Xu Z H, Tu S, Pass C, et al. Profiling mouse cochlear cell maturation using 10×Genomics single-cell transcriptomics [J]. Front Cell Neurosci, 2022, 16: 962106.
19
Wang X L, He Y, Zhang Q M, et al. Direct comparative analyses of 10X genomics chromium and smart-seq2[J]. Genom Proteom Bioinform, 2021, 19(2): 253-266.
20
See P, Lum J, Chen J M, et al. A single-cell sequencing guide for immunologists [J]. Front Immunol, 2018, 9: 2425.
21
Ni J, Hu C S, Li H, et al. Significant improvement in data quality with simplified SCRB-seq [J]. Acta Biochim Biophys Sin, 2020, 52(4): 457-459.
22
You Y, Tian L Y, Su S A, et al. Benchmarking UMI-based single-cell RNA-seq preprocessing workflows [J]. Genome Biol, 2021, 22(1): 339.
23
Keren-Shaul H, Kenigsberg E, Jaitin D A, et al. MARS-seq2.0:An experimental and analytical pipeline for indexed sorting combined with single-cell RNA sequencing [J]. Nat Protoc, 2019, 14(6): 1841-1862.
24
Macosko E Z, Basu A, Satija R, et al. Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets [J]. Cell, 2015, 161(5): 1202-1214.
25
McTaggart T, Lim J X, Smith K J, et al. Deep phenotyping of T regulatory cells in psoriatic arthritis highlights targetable mechanisms of disease [J]. J Biol Chem, 2025, 301(1): 108059.
26
Šimek M, Rubanová D, Nešporová K, et al. Pharmacokinetics of the systemic application of hyaluronic acid for joint arthritis treatment [J]. Int J Biol Macromol, 2025, 307(Pt 2): 141937.
27
郑梓桐, 王美娟, 冯育林, 等. 基于蛋白质组学筛选关节炎相关生物标志物的研究进展[J]. 中草药, 2024, 55(18): 6383-6392.
28
Li X M, Wang C Y. From bulk, single-cell to spatial RNA sequencing [J]. Int J Oral Sci, 2021, 13(1): 36.
29
Wang S, Sun S T, Zhang X Y, et al. The evolution of single-cell RNA sequencing technology and application: Progress and perspectives [J]. Int J Mol Sci, 2023, 24(3): 2943.
30
Boutet M A, Courties G, Nerviani A, et al. Novel insights into macrophage diversity in rheumatoid arthritis synovium [J]. Autoimmun Rev, 2021, 20(3): 102758.
31
Dunlap G, Wagner A, Meednu N, et al. Clonal associations between lymphocyte subsets and functional states in rheumatoid arthritis synovium [J]. Nat Commun, 2024, 15: 4991.
32
Cutolo M, Campitiello R, Gotelli E, et al. The role of M1/M2 macrophage polarization in rheumatoid arthritis synovitis [J]. Front Immunol, 2022, 13: 867260.
33
Denyer T, Timmermans M C P. Crafting a blueprint for single-cell RNA sequencing [J]. Trends Plant Sci, 2022, 27(1): 92-103.
34
Qu Y K, Wang Y G, Wang S X, et al. A comprehensive analysis of single-cell RNA transcriptome reveals unique SPP1+ chondrocytes in human osteoarthritis [J]. Comput Biol Med, 2023, 160: 106926.
35
Qi J Y, Zhu H B, Li Y J, et al. Creation of a high-throughput microfluidic platform for single-cell transcriptome sequencing of cell-cell interactions [J]. Small Meth, 2023, 7(11): 2300730.
36
Wilk A J, Shalek A K, Holmes S, et al. Comparative analysis of cell-cell communication at single-cell resolution [J]. Nat Biotechnol, 2024, 42(3): 470-483.
37
Zeng L T, Yang K L, Zhang T Q, et al. Research progress of single-cell transcriptome sequencing in autoimmune diseases and autoinflammatory disease: A review [J]. J Autoimmun, 2022, 133: 102919.
38
Song X Q, Zhang Y, Zhao L J, et al. Analyzation of the peripheral blood mononuclear cells atlas and cell communication of rheumatoid arthritis patients based on single-cell RNA-seq [J]. J Immunol Res, 2023, 2023: 6300633.
39
董曦文. 抗瓜氨酸化蛋白抗体在类风湿关节炎中促炎作用的机制研究[D]. 西安: 中国人民解放军空军军医大学, 2018.
40
Di Matteo A, Bathon J M, Emery P. Rheumatoid arthritis [J]. Lancet, 2023, 402(10416): 2019-2033.
41
Baker K F, McDonald D, Hulme G, et al. Single-cell insights into immune dysregulation in rheumatoid arthritis flare versus drug-free remission [J]. Nat Commun, 2024, 15: 1063.
42
Weyand C M, Goronzy J J. The immunology of rheumatoid arthritis [J]. Nat Immunol, 2021, 22(1): 10-18.
43
Zhang F, Wei K, Slowikowski K, et al. Defining inflammatory cell states in rheumatoid arthritis joint synovial tissues by integrating single-cell transcriptomics and mass cytometry [J]. Nat Immunol, 2019, 20(7): 928-942.
44
Argyriou A, Wadsworth M H, Lendvai A, et al. Single cell sequencing identifies clonally expanded synovial CD4+ TPH cells expressing GPR56 in rheumatoid arthritis [J]. Nat Commun, 2022, 13:4046.
45
Ye L L, Huang X L, Tang Q Y, et al. Integrated analysis of single-cell RNA-seq and bulk RNA-seq reveal macrophage subpopulation characteristics and the role of STAT1 in rheumatoid arthritis [J]. J Transl Med, 2025, 23(1): 1161.
46
Tong L P, Yu H, Huang X Y, et al. Current understanding of osteoarthritis pathogenesis and relevant new approaches [J]. Bone Res, 2022, 10: 60.
47
李晓磊, 韩彦琪, 曹秀丽, 等. 活血止痛胶囊对骨关节炎大鼠的药效作用研究[J]. 中草药, 2025, 56(12): 4306-4315.
48
Boer C G, Hatzikotoulas K, Southam L, et al. Deciphering osteoarthritis genetics across 826, 690 individuals from 9 populations [J]. Cell, 2021, 184: 4784-4818.
49
Guilak F, Nims R J, Dicks A, et al. Osteoarthritis as a disease of the cartilage pericellular matrix [J]. Matrix Biol, 2018, 71:40-50.
50
Sun Z W, Yan M Y, Wang J J, et al. Single-cell RNA sequencing reveals different chondrocyte states in femoral cartilage between osteoarthritis and healthy individuals [J]. Front Immunol, 2024, 15:1407679.
51
Ji Q B, Zheng Y X, Zhang G Q, et al. Single-cell RNA-seq analysis reveals the progression of human osteoarthritis [J]. Ann Rheum Dis, 2019, 78(1): 100-110.
52
卫博文, 高晶月, 刘维, 等. 金藤清痹颗粒治疗急性痛风性关节炎的作用机制研究[J]. 中草药, 2023, 54(21): 7086-7095.
53
Cipolletta E, Tata L J, Nakafero G, et al. Association between gout flare and subsequent cardiovascular events among patients with gout [J]. JAMA, 2022, 328(5): 440.
54
Chen-Xu M, Yokose C, Rai S K, et al. Contemporary prevalence of gout and hyperuricemia in the United States and decadal trends: The national health and nutrition examination survey, 2007-2016[J]. Arthritis Rheumatol, 2019, 71(6): 991-999.
55
Liu W J, Peng J, Wu Y X, et al. Immune and inflammatory mechanisms and therapeutic targets of gout: An update [J]. Int Immunopharmacol, 2023, 121: 110466.
56
Chang J G, Tu S J, Huang C M, et al. Single-cell RNA sequencing of immune cells in patients with acute gout [J]. Sci Rep, 2022, 12: 22130.
57
Alaswad A, Cabău G, Crişan T O, et al. Integrative analysis reveals the multilateral inflammatory mechanisms of CD14 monocytes in gout [J]. Ann Rheum Dis, 2025, 84(7): 1253-1263.
58
Xie Y, Mai C T, Zheng D C, et al. Wutou decoction ameliorates experimental rheumatoid arthritis via regulating NF-κB and Nrf2: Integrating efficacy-oriented compatibility of traditional Chinese medicine [J]. Phytomedicine, 2021, 85: 153522.
59
冯霞, 李振, 申彤, 等. 青藤碱通过LncRNA NEAT1/ HMGB1-NF-κB p65途径治疗胶原诱导性关节炎大鼠的作用机制[J]. 中草药, 2025, 56(19): 7068-7078.
60
Wang M J, Zheng Z T, Yi J F, et al. LncRNA transcriptomics elucidates the suppression of gouty arthritis-associated pyroptosis by pulchinenoside B4 through NLRP3 inflammasome modulation [J]. Eur J Pharmacol, 2026, 1011: 178474.
61
彭红叶, 鲁春丽, 黄晓强, 等. 多组学技术在中医药领域中的应用现状与前景分析[J]. 中医杂志, 2024, 65(8): 775-781.
62
Xie J, Sun S J, Zhou Z Y, et al. Natural small molecule bergapten ameliorates rheumatoid arthritis by targeting STAT3[J]. Pharmacol Res, 2025, 219: 107878.
63
Zeng L T, Yu G P, Yang K L, et al. Exploring the mechanism of celastrol in the treatment of rheumatoid arthritis based on systems pharmacology and multi-omics [J]. Sci Rep, 2024, 14: 1604.
64
丁子禾. 从“铁: 骨/脂”代谢稳态探索雷公藤多苷片治疗类风湿关节炎的“效/毒”关联机制[D]. 北京: 中国中医科学院, 2024.
65
Kashima Y, Sakamoto Y, Kaneko K, et al. Single-cell sequencing techniques from individual to multiomics analyses [J]. Exp Mol Med, 2020, 52(9): 1419-1427.
66
Cui H T, Wang N, Min F T, et al. Integrated analysis of single-cell RNA sequencing, transcriptomics, and thermal proteome profiling identifies PLCG1 as the therapeutic target of isopimpinellin in treating rheumatoid arthritis [J]. Cell Mol Biol Lett, 2026, 31(1): 89.
67
Zheng Y Z, Kong Y, Zhuo F F, et al. Discovery of sinomenine derivatives inhibiting macrophage polarization against rheumatoid arthritis through selectively targeting heme oxygenase-1[J]. Eur J Med Chem, 2025, 292: 117596.
68
Shen Z W, Li S M, Li T, et al. Identification of potential biomarkers related to the Bitong mixture in osteoarthritis based on bioinformatics and network pharmacology, and exploration of the mechanism involved [J]. Front Immunol, 2026, 17: 1739355.
69
Li J C, Yang W H, Xiao Y L, et al. Unraveling the mechanisms of Shaoyang Shenggu Decoction in treating knee osteoarthritis through mass spectrometry and bioinformatics [J]. J Ethnopharmacol, 2025, 348:119835.
70
Yang K Y, Xie Q, Tang T T, et al. Astragaloside IV as a novel CXCR4 antagonist alleviates osteoarthritis in the knee of monosodium iodoacetate-induced rats [J]. Phytomedicine, 2023, 108: 154506.
71
Zhou D Q, Luo Y J, Li F J, et al. Exploring the mechanisms of PANoptosis in osteoarthritis and the therapeutic potential of andrographolide through bioinformatics and single-cell analysis [J]. Biol Direct, 2025, 20(1): 41.
72
Fu X Q, Liu W, Zhang Y X, et al. Bulk and single-cell transcriptome analyses combined with molecular simulations identify ferritinophagy as a key target for resveratrol in osteoarthritis [J]. Naunyn Schmiedeberg's Arch Pharmacol, 2026, 399: 13599-13625.
73
Figueiredo M L. Applications of single-cell RNA sequencing in rheumatoid arthritis [J]. Front Immunol, 2024, 15: 1491318.
74
Su M, Pan T, Chen Q Z, et al. Data analysis guidelines for single-cell RNA-seq in biomedical studies and clinical applications [J]. Mil Med Res, 2022, 9(1): 68.
75
Tran H T N, Ang K S, Chevrier M, et al. A benchmark of batch-effect correction methods for single-cell RNA sequencing data [J]. Genome Biol, 2020, 21(1): 12.
76
Tang F C, Barbacioru C, Wang Y Z, et al. mRNA-Seq whole-transcriptome analysis of a single cell [J]. Nat Meth, 2009, 6(5):377-382.
易俊芳, 刘鹏, 胡宏迪, 等. 基于细胞焦亡的关节炎发病机制研究进展[J]. 中国现代应用药学, 2025, 42(19):3463-3472.
张潇斌, 马玉宁, 颜晓, 等. 基于数据挖掘探讨中药热熨治疗膝骨关节炎用药规律及其毒性中药的应用[J]. 中草药, 2022, 53(5):1483-1493.
张润润, 何东仪. 近十年中医外治法治疗类风湿性关节炎的研究概况[J]. 时珍国医国药, 2019, 30(7): 1703-1705.
王亦冰, 张冠宇, 武帅, 等. 中药调控机体骨骼肌脂代谢研究进展[J]. 中草药, 2025, 56(24): 9224-9232.
Li C C, Gong L Q, Jiang Y, et al. Sanguisorba officinalis ethyl acetate extract attenuates ulcerative colitis through inhibiting PI3K-Akt/NF-κB/STAT3 pathway uncovered by single-cell RNA sequencing [J]. Phytomedicine, 2023, 120: 155052.
Chen L J, Zheng X, Huang H, et al. Cordycepin synergizes with CTLA-4 blockade to remodel the tumor microenvironment for enhanced cancer immunotherapy [J]. Int Immunopharmacol, 2023, 124: 110786.
Schalck A, Sakellariou-Thompson D, Forget M A, et al. Single-cell sequencing reveals trajectory of tumor-infiltrating lymphocyte states in pancreatic cancer [J]. Cancer Discov, 2022, 12(10): 2330-2349.
Perez R K, Gordon M G, Subramaniam M, et al. Single-cell RNA-seq reveals cell type-specific molecular and genetic associations to lupus [J]. Science, 2022, 376(6589): eabf1970.
Li Y X, Li Z Q, Yang M, et al. Decoding the temporal and regional specification of microglia in the developing human brain [J]. Cell Stem Cell, 2022, 29(4): 620-634.
Jin K Y, Gao S, Yang P H, et al. Single-cell RNA sequencing reveals the temporal diversity and dynamics of cardiac immunity after myocardial infarction [J]. Small Methods, 2022, 6(3): e2100752.
Sebastian A, Hum N R, McCool J L, et al. Single-cell RNA-Seq reveals changes in immune landscape in post-traumatic osteoarthritis [J]. Front Immunol, 2022, 13: 938075.
Lv Z Y, Han J, Li J W, et al. Single cell RNA-seq analysis identifies ferroptotic chondrocyte cluster and reveals TRPV1 as an anti-ferroptotic target in osteoarthritis [J]. eBioMedicine, 2022, 84:104258.
Li X F, Fang L, Zhou R P, et al. Current cutting-edge omics techniques on musculoskeletal tissues and diseases [J]. Bone Res, 2025, 13: 59.
Li L Y, Xiong F, Wang Y M, et al. What are the applications of single-cell RNA sequencing in cancer research: A systematic review [J]. J Exp Clin Cancer Res, 2021, 40(1): 163.
Adil A, Kumar V, Jan A T, et al. Single-cell transcriptomics:Current methods and challenges in data acquisition and analysis [J]. Front Neurosci, 2021, 15: 591122.
Sun F Y, Li H Y, Sun D Q, et al. Single-cell omics:Experimental workflow, data analyses and applications [J]. Sci China Life Sci, 2025, 68(1): 5-102.
汪茂林, 杨洪军. 单细胞转录组测序技术在药物研究中的应用[J]. 药学学报, 2023, 58(9): 2551-2559.
Xu Z H, Tu S, Pass C, et al. Profiling mouse cochlear cell maturation using 10×Genomics single-cell transcriptomics [J]. Front Cell Neurosci, 2022, 16: 962106.
Wang X L, He Y, Zhang Q M, et al. Direct comparative analyses of 10X genomics chromium and smart-seq2[J]. Genom Proteom Bioinform, 2021, 19(2): 253-266.
See P, Lum J, Chen J M, et al. A single-cell sequencing guide for immunologists [J]. Front Immunol, 2018, 9: 2425.
Ni J, Hu C S, Li H, et al. Significant improvement in data quality with simplified SCRB-seq [J]. Acta Biochim Biophys Sin, 2020, 52(4): 457-459.
You Y, Tian L Y, Su S A, et al. Benchmarking UMI-based single-cell RNA-seq preprocessing workflows [J]. Genome Biol, 2021, 22(1): 339.
Keren-Shaul H, Kenigsberg E, Jaitin D A, et al. MARS-seq2.0:An experimental and analytical pipeline for indexed sorting combined with single-cell RNA sequencing [J]. Nat Protoc, 2019, 14(6): 1841-1862.
Macosko E Z, Basu A, Satija R, et al. Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets [J]. Cell, 2015, 161(5): 1202-1214.
McTaggart T, Lim J X, Smith K J, et al. Deep phenotyping of T regulatory cells in psoriatic arthritis highlights targetable mechanisms of disease [J]. J Biol Chem, 2025, 301(1): 108059.
Šimek M, Rubanová D, Nešporová K, et al. Pharmacokinetics of the systemic application of hyaluronic acid for joint arthritis treatment [J]. Int J Biol Macromol, 2025, 307(Pt 2): 141937.
郑梓桐, 王美娟, 冯育林, 等. 基于蛋白质组学筛选关节炎相关生物标志物的研究进展[J]. 中草药, 2024, 55(18): 6383-6392.
Li X M, Wang C Y. From bulk, single-cell to spatial RNA sequencing [J]. Int J Oral Sci, 2021, 13(1): 36.
Wang S, Sun S T, Zhang X Y, et al. The evolution of single-cell RNA sequencing technology and application: Progress and perspectives [J]. Int J Mol Sci, 2023, 24(3): 2943.
Boutet M A, Courties G, Nerviani A, et al. Novel insights into macrophage diversity in rheumatoid arthritis synovium [J]. Autoimmun Rev, 2021, 20(3): 102758.
Dunlap G, Wagner A, Meednu N, et al. Clonal associations between lymphocyte subsets and functional states in rheumatoid arthritis synovium [J]. Nat Commun, 2024, 15: 4991.
Cutolo M, Campitiello R, Gotelli E, et al. The role of M1/M2 macrophage polarization in rheumatoid arthritis synovitis [J]. Front Immunol, 2022, 13: 867260.
Denyer T, Timmermans M C P. Crafting a blueprint for single-cell RNA sequencing [J]. Trends Plant Sci, 2022, 27(1): 92-103.
Qu Y K, Wang Y G, Wang S X, et al. A comprehensive analysis of single-cell RNA transcriptome reveals unique SPP1+ chondrocytes in human osteoarthritis [J]. Comput Biol Med, 2023, 160: 106926.
Qi J Y, Zhu H B, Li Y J, et al. Creation of a high-throughput microfluidic platform for single-cell transcriptome sequencing of cell-cell interactions [J]. Small Meth, 2023, 7(11): 2300730.
Wilk A J, Shalek A K, Holmes S, et al. Comparative analysis of cell-cell communication at single-cell resolution [J]. Nat Biotechnol, 2024, 42(3): 470-483.
Zeng L T, Yang K L, Zhang T Q, et al. Research progress of single-cell transcriptome sequencing in autoimmune diseases and autoinflammatory disease: A review [J]. J Autoimmun, 2022, 133: 102919.
Song X Q, Zhang Y, Zhao L J, et al. Analyzation of the peripheral blood mononuclear cells atlas and cell communication of rheumatoid arthritis patients based on single-cell RNA-seq [J]. J Immunol Res, 2023, 2023: 6300633.
董曦文. 抗瓜氨酸化蛋白抗体在类风湿关节炎中促炎作用的机制研究[D]. 西安: 中国人民解放军空军军医大学, 2018.
Di Matteo A, Bathon J M, Emery P. Rheumatoid arthritis [J]. Lancet, 2023, 402(10416): 2019-2033.
Baker K F, McDonald D, Hulme G, et al. Single-cell insights into immune dysregulation in rheumatoid arthritis flare versus drug-free remission [J]. Nat Commun, 2024, 15: 1063.
Weyand C M, Goronzy J J. The immunology of rheumatoid arthritis [J]. Nat Immunol, 2021, 22(1): 10-18.
Zhang F, Wei K, Slowikowski K, et al. Defining inflammatory cell states in rheumatoid arthritis joint synovial tissues by integrating single-cell transcriptomics and mass cytometry [J]. Nat Immunol, 2019, 20(7): 928-942.
Argyriou A, Wadsworth M H, Lendvai A, et al. Single cell sequencing identifies clonally expanded synovial CD4+ TPH cells expressing GPR56 in rheumatoid arthritis [J]. Nat Commun, 2022, 13:4046.
Ye L L, Huang X L, Tang Q Y, et al. Integrated analysis of single-cell RNA-seq and bulk RNA-seq reveal macrophage subpopulation characteristics and the role of STAT1 in rheumatoid arthritis [J]. J Transl Med, 2025, 23(1): 1161.
Tong L P, Yu H, Huang X Y, et al. Current understanding of osteoarthritis pathogenesis and relevant new approaches [J]. Bone Res, 2022, 10: 60.
李晓磊, 韩彦琪, 曹秀丽, 等. 活血止痛胶囊对骨关节炎大鼠的药效作用研究[J]. 中草药, 2025, 56(12): 4306-4315.
Boer C G, Hatzikotoulas K, Southam L, et al. Deciphering osteoarthritis genetics across 826, 690 individuals from 9 populations [J]. Cell, 2021, 184: 4784-4818.
Guilak F, Nims R J, Dicks A, et al. Osteoarthritis as a disease of the cartilage pericellular matrix [J]. Matrix Biol, 2018, 71:40-50.
Sun Z W, Yan M Y, Wang J J, et al. Single-cell RNA sequencing reveals different chondrocyte states in femoral cartilage between osteoarthritis and healthy individuals [J]. Front Immunol, 2024, 15:1407679.
Ji Q B, Zheng Y X, Zhang G Q, et al. Single-cell RNA-seq analysis reveals the progression of human osteoarthritis [J]. Ann Rheum Dis, 2019, 78(1): 100-110.
卫博文, 高晶月, 刘维, 等. 金藤清痹颗粒治疗急性痛风性关节炎的作用机制研究[J]. 中草药, 2023, 54(21): 7086-7095.
Cipolletta E, Tata L J, Nakafero G, et al. Association between gout flare and subsequent cardiovascular events among patients with gout [J]. JAMA, 2022, 328(5): 440.
Chen-Xu M, Yokose C, Rai S K, et al. Contemporary prevalence of gout and hyperuricemia in the United States and decadal trends: The national health and nutrition examination survey, 2007-2016[J]. Arthritis Rheumatol, 2019, 71(6): 991-999.
Liu W J, Peng J, Wu Y X, et al. Immune and inflammatory mechanisms and therapeutic targets of gout: An update [J]. Int Immunopharmacol, 2023, 121: 110466.
Chang J G, Tu S J, Huang C M, et al. Single-cell RNA sequencing of immune cells in patients with acute gout [J]. Sci Rep, 2022, 12: 22130.
Alaswad A, Cabău G, Crişan T O, et al. Integrative analysis reveals the multilateral inflammatory mechanisms of CD14 monocytes in gout [J]. Ann Rheum Dis, 2025, 84(7): 1253-1263.
Xie Y, Mai C T, Zheng D C, et al. Wutou decoction ameliorates experimental rheumatoid arthritis via regulating NF-κB and Nrf2: Integrating efficacy-oriented compatibility of traditional Chinese medicine [J]. Phytomedicine, 2021, 85: 153522.
冯霞, 李振, 申彤, 等. 青藤碱通过LncRNA NEAT1/ HMGB1-NF-κB p65途径治疗胶原诱导性关节炎大鼠的作用机制[J]. 中草药, 2025, 56(19): 7068-7078.
Wang M J, Zheng Z T, Yi J F, et al. LncRNA transcriptomics elucidates the suppression of gouty arthritis-associated pyroptosis by pulchinenoside B4 through NLRP3 inflammasome modulation [J]. Eur J Pharmacol, 2026, 1011: 178474.
彭红叶, 鲁春丽, 黄晓强, 等. 多组学技术在中医药领域中的应用现状与前景分析[J]. 中医杂志, 2024, 65(8): 775-781.
Xie J, Sun S J, Zhou Z Y, et al. Natural small molecule bergapten ameliorates rheumatoid arthritis by targeting STAT3[J]. Pharmacol Res, 2025, 219: 107878.
Zeng L T, Yu G P, Yang K L, et al. Exploring the mechanism of celastrol in the treatment of rheumatoid arthritis based on systems pharmacology and multi-omics [J]. Sci Rep, 2024, 14: 1604.
丁子禾. 从“铁: 骨/脂”代谢稳态探索雷公藤多苷片治疗类风湿关节炎的“效/毒”关联机制[D]. 北京: 中国中医科学院, 2024.
Kashima Y, Sakamoto Y, Kaneko K, et al. Single-cell sequencing techniques from individual to multiomics analyses [J]. Exp Mol Med, 2020, 52(9): 1419-1427.
Cui H T, Wang N, Min F T, et al. Integrated analysis of single-cell RNA sequencing, transcriptomics, and thermal proteome profiling identifies PLCG1 as the therapeutic target of isopimpinellin in treating rheumatoid arthritis [J]. Cell Mol Biol Lett, 2026, 31(1): 89.
Zheng Y Z, Kong Y, Zhuo F F, et al. Discovery of sinomenine derivatives inhibiting macrophage polarization against rheumatoid arthritis through selectively targeting heme oxygenase-1[J]. Eur J Med Chem, 2025, 292: 117596.
Shen Z W, Li S M, Li T, et al. Identification of potential biomarkers related to the Bitong mixture in osteoarthritis based on bioinformatics and network pharmacology, and exploration of the mechanism involved [J]. Front Immunol, 2026, 17: 1739355.
Li J C, Yang W H, Xiao Y L, et al. Unraveling the mechanisms of Shaoyang Shenggu Decoction in treating knee osteoarthritis through mass spectrometry and bioinformatics [J]. J Ethnopharmacol, 2025, 348:119835.
Yang K Y, Xie Q, Tang T T, et al. Astragaloside IV as a novel CXCR4 antagonist alleviates osteoarthritis in the knee of monosodium iodoacetate-induced rats [J]. Phytomedicine, 2023, 108: 154506.
Zhou D Q, Luo Y J, Li F J, et al. Exploring the mechanisms of PANoptosis in osteoarthritis and the therapeutic potential of andrographolide through bioinformatics and single-cell analysis [J]. Biol Direct, 2025, 20(1): 41.
Fu X Q, Liu W, Zhang Y X, et al. Bulk and single-cell transcriptome analyses combined with molecular simulations identify ferritinophagy as a key target for resveratrol in osteoarthritis [J]. Naunyn Schmiedeberg's Arch Pharmacol, 2026, 399: 13599-13625.
Figueiredo M L. Applications of single-cell RNA sequencing in rheumatoid arthritis [J]. Front Immunol, 2024, 15: 1491318.
Su M, Pan T, Chen Q Z, et al. Data analysis guidelines for single-cell RNA-seq in biomedical studies and clinical applications [J]. Mil Med Res, 2022, 9(1): 68.
Tran H T N, Ang K S, Chevrier M, et al. A benchmark of batch-effect correction methods for single-cell RNA sequencing data [J]. Genome Biol, 2020, 21(1): 12.
Tang F C, Barbacioru C, Wang Y Z, et al. mRNA-Seq whole-transcriptome analysis of a single cell [J]. Nat Meth, 2009, 6(5):377-382.
2026年第57卷第16期
PDF下载
103
12
引用本文
BibTeX
文章信息
doi: 10.7501/j.issn.0253-2670.2026.16.029
  • 接收时间:2026-03-03
  • 首发时间:2026-10-22
  • 出版时间:2026-08-28
补充材料
相关文章
文章信息
作者
出版历史
  • 收稿日期:2026-03-03
基金
国家自然科学基金资助项目
国家自然科学基金资助项目
江西省自然科学基金资助项目
中国博士后科学基金第七十三批面上资助
江西省2025年度研究生创新专项资金项目
作者信息
    1.江西中医药大学, 江西 南昌 330004
    2.中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006
    3.江西中医药大学, 江西 南昌 330004
    4.中药固体制剂制造技术国家工程研究中心, 江西 南昌 330006

通讯作者:

参考文献
分享链接
https://castjournals.cast.org.cn/joweb/zcy/CN/10.7501/j.issn.0253-2670.2026.16.029
分享至
全文二维码

扫描看全文

引用本文
BibTeX
本文的引用情况
2种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
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
关闭全屏