染色体不稳定性在实体瘤中的分子机制及临床意义——以肺癌为重点
Molecular Mechanisms and Clinical Significance of Chromosomal Instability in Solid Tumors: A Focus on Lung Cancer
DOI: 10.12677/acm.2026.1641366, PDF,    科研立项经费支持
作者: 包 娅, 李升锦*:重庆医科大学附属第二医院呼吸与危重症医学科,重庆
关键词: 染色体不稳定性肺癌分子机制临床意义治疗耐药生物标志物Chromosomal Instability Lung Cancer Molecular Mechanisms Clinical Significance Treatment Resistance Biomarkers
摘要: 染色体不稳定性(Chromosomal Instability, CIN)是指细胞有丝分裂过程中染色体错误分离频率异常升高,导致染色体数目和结构持续改变的动态过程,是癌症的标志性特征之一。CIN主要表现为数目异常(非整倍体、全基因组加倍)和结构异常(缺失、扩增、易位、染色体碎裂等),其发生机制涉及纺锤体组装检查点缺陷、姐妹染色单体粘连异常、DNA复制应激、端粒功能障碍及DNA修复缺陷等多个层面。CIN的检测方法涵盖传统细胞遗传学、高通量测序(WGS、WES、SNP芯片)及单细胞与液体活检技术。在实体瘤中,CIN通过驱动肿瘤异质性、促进转移、重塑免疫微环境及调控治疗应答发挥核心作用。CIN通过激活cGAS-STING通路、诱导上皮–间质转化及免疫抑制,促进肿瘤侵袭转移;其水平与免疫细胞浸润及免疫治疗疗效密切相关。CIN70基因标签等高通量指标在多种癌症中具有预后评估价值。在肺癌中,约60%~80%的非小细胞肺癌存在CIN,并与TP53、FAT1、STK11等驱动基因突变密切相关。吸烟通过抑制FANCD2表达诱导CIN发生。CIN通过慢性激活cGAS-STING通路导致EGFR突变型肺癌对EGFR-TKI耐药,而STK11突变型肺癌则呈现高CIN及免疫治疗抵抗。基于CIN脆弱性的靶向策略(如cGAS-STING通路、DNA修复通路)展现出临床应用前景。未来,CIN研究需解决动态监测标准化及临床转化问题,有望成为指导肺癌个体化治疗的新型生物标志物。
Abstract: Chromosomal instability (CIN) is a hallmark of cancer characterized by an elevated rate of chromosome mis-segregation during mitosis, leading to persistent numerical and structural chromosomal alterations. CIN manifests as aneuploidy, whole-genome doubling, deletions, amplifications, translocations, and chromothripsis, arising from spindle checkpoint defects, cohesion abnormalities, replication stress, telomere dysfunction, and DNA repair deficiencies. Detection methods include cytogenetics, high-throughput sequencing (WGS, WES, SNP arrays), and liquid biopsy. In solid tumors, CIN drives heterogeneity, metastasis, immune remodeling, and treatment response. CIN promotes invasion and metastasis via cGAS-STING activation, epithelial-mesenchymal transition, and immunosuppression. CIN levels correlate with immune infiltration and immunotherapy efficacy, with metrics like the CIN70 signature showing prognostic value across cancers. In lung cancer, CIN occurs in 60%~80% of non-small cell lung cancer cases and associates with TP53, FAT1, and STK11 mutations. Smoking induces CIN via FANCD2 suppression. CIN drives EGFR-TKI resistance in EGFR-mutant lung cancer through chronic cGAS-STING activation, while STK11-mutant tumors exhibit high CIN and immunotherapy resistance. Targeting CIN vulnerabilities (e.g., cGAS-STING, DNA repair pathways) shows clinical promise. Future efforts should focus on standardizing dynamic CIN monitoring and facilitating clinical translation, positioning CIN as a novel biomarker for personalized lung cancer therapy.
文章引用:包娅, 李升锦. 染色体不稳定性在实体瘤中的分子机制及临床意义——以肺癌为重点[J]. 临床医学进展, 2026, 16(4): 1333-1345. https://doi.org/10.12677/acm.2026.1641366

参考文献

[1] Chen, X., Agustinus, A.S., Li, J., DiBona, M. and Bakhoum, S.F. (2025) Chromosomal Instability as a Driver of Cancer Progression. Nature Reviews Genetics, 26, 31-46. [Google Scholar] [CrossRef] [PubMed]
[2] Drews, R.M., Hernando, B., Tarabichi, M., Haase, K., Lesluyes, T., Smith, P.S., et al. (2022) A Pan-Cancer Compendium of Chromosomal Instability. Nature, 606, 976-983. [Google Scholar] [CrossRef] [PubMed]
[3] Al-Rawi, D.H., Lettera, E., Li, J., DiBona, M. and Bakhoum, S.F. (2024) Targeting Chromosomal Instability in Patients with Cancer. Nature Reviews Clinical Oncology, 21, 645-659. [Google Scholar] [CrossRef] [PubMed]
[4] Lynch, A.R., Bradford, S., Zhou, A.S., Oxendine, K., Henderson, L., Horner, V.L., et al. (2024) A Survey of Chromosomal Instability Measures across Mechanistic Models. Proceedings of the National Academy of Sciences of the United States of America, 121, e2309621121. [Google Scholar] [CrossRef] [PubMed]
[5] 芮萌, 刘长庭. 染色体不稳定性与肺癌[J]. 军医进修学院学报, 2006(2): 150-152.
[6] Chan, S.H. and Ngeow, J. (2017) Germline Mutation Contribution to Chromosomal Instability. Endocrine-Related Cancer, 24, T33-T46. [Google Scholar] [CrossRef] [PubMed]
[7] Namløs, H.M., Khelik, K., Nakken, S., Vodák, D., Hovig, E., Myklebost, O., et al. (2023) Chromosomal Instability and a Deregulated Cell Cycle Are Intrinsic Features of High‐risk Gastrointestinal Stromal Tumours with a Metastatic Potential. Molecular Oncology, 17, 2432-2450. [Google Scholar] [CrossRef] [PubMed]
[8] Richardson, T.E., Walker, J.M., Abdullah, K.G., McBrayer, S.K., Viapiano, M.S., Mussa, Z.M., et al. (2022) Chromosomal Instability in Adult-Type Diffuse Gliomas. Acta Neuropathologica Communications, 10, Article No. 115. [Google Scholar] [CrossRef] [PubMed]
[9] Tubbs, A. and Nussenzweig, A. (2017) Endogenous DNA Damage as a Source of Genomic Instability in Cancer. Cell, 168, 644-656. [Google Scholar] [CrossRef] [PubMed]
[10] 闫娣, 何审文, 杨盈盈, 等. 肺癌基因组不稳定性的发生、发展机制及潜在治疗方法研究进展[J]. 检验医学与临床, 2025, 22(24): 3440-3446, 3452.
[11] Wilhelm, T., Said, M. and Naim, V. (2020) DNA Replication Stress and Chromosomal Instability: Dangerous Liaisons. Genes, 11, Article 642. [Google Scholar] [CrossRef] [PubMed]
[12] Georgoulis, A., Vorgias, C., Chrousos, G. and Rogakou, E. (2017) Genome Instability and γH2AX. International Journal of Molecular Sciences, 18, Article 1979. [Google Scholar] [CrossRef] [PubMed]
[13] Anand, R.P., Tsaponina, O., Greenwell, P.W., Lee, C., Du, W., Petes, T.D., et al. (2014) Chromosome Rearrangements via Template Switching between Diverged Repeated Sequences. Genes & Development, 28, 2394-2406. [Google Scholar] [CrossRef] [PubMed]
[14] Diaz-Cano, S.J. (2012) Tumor Heterogeneity: Mechanisms and Bases for a Reliable Application of Molecular Marker Design. International Journal of Molecular Sciences, 13, 1951-2011. [Google Scholar] [CrossRef] [PubMed]
[15] Sikder, S., Bhattacharya, A., Agrawal, A., Sethi, G. and Kundu, T.K. (2024) Micro-RNAs in Breast Cancer Progression and Metastasis: A Chromatin and Metabolic Perspective. Heliyon, 10, e38193. [Google Scholar] [CrossRef] [PubMed]
[16] Hosea, R., Hillary, S., Naqvi, S., Wu, S. and Kasim, V. (2024) The Two Sides of Chromosomal Instability: Drivers and Brakes in Cancer. Signal Transduction and Targeted Therapy, 9, Article No. 75. [Google Scholar] [CrossRef] [PubMed]
[17] Bakhoum, S.F. and Swanton, C. (2014) Chromosomal Instability, Aneuploidy, and Cancer. Frontiers in Oncology, 4, Article 161. [Google Scholar] [CrossRef] [PubMed]
[18] Ali, J. (2018) Chromosomal Instability and Aneuploidy: A Conundrum in Cancer Evolution. University of Ottawa Science Undergraduate Research Journal, 1, 28-32. [Google Scholar] [CrossRef
[19] Guerrero, A.A., Martínez, C.A. and van Wely, K.H. (2010) Merotelic Attachments and Non-Homologous End Joining Are the Basis of Chromosomal Instability. Cell Division, 5, Article No. 13. [Google Scholar] [CrossRef] [PubMed]
[20] Strunnikov, A.V. (2010) One-Hit Wonders of Genomic Instability. Cell Division, 5, Article No. 15. [Google Scholar] [CrossRef] [PubMed]
[21] Li, G., Wu, N., Ghabrial, J., Stinnett, V., Klausner, M., Morsberger, L., et al. (2025) Chromoanagenesis in Osteosarcoma. Biomolecules, 15, Article 833. [Google Scholar] [CrossRef] [PubMed]
[22] Mendez-Dorantes, C. and Burns, K.H. (2023) LINE-1 Retrotransposition and Its Deregulation in Cancers: Implications for Therapeutic Opportunities. Genes & Development, 37, 948-967. [Google Scholar] [CrossRef] [PubMed]
[23] Stephens, P.J., Greenman, C.D., Fu, B., Yang, F., Bignell, G.R., Mudie, L.J., et al. (2011) Massive Genomic Rearrangement Acquired in a Single Catastrophic Event during Cancer Development. Cell, 144, 27-40. [Google Scholar] [CrossRef] [PubMed]
[24] Nazaryan-Petersen, L., Bjerregaard, V.A., Nielsen, F.C., Tommerup, N. and Tümer, Z. (2020) Chromothripsis and DNA Repair Disorders. Journal of Clinical Medicine, 9, Article 613. [Google Scholar] [CrossRef] [PubMed]
[25] Rodriguez, R. and Krishnan, Y. (2023) The Chemistry of Next-Generation Sequencing. Nature Biotechnology, 41, 1709-1715. [Google Scholar] [CrossRef] [PubMed]
[26] Schwab, T.C., Perrig, L., Göller, P.C., Guebely De la Hoz, F.F., Lahousse, A.P., Minder, B., et al. (2024) Targeted Next-Generation Sequencing to Diagnose Drug-Resistant Tuberculosis: A Systematic Review and Meta-Analysis. The Lancet Infectious Diseases, 24, 1162-1176. [Google Scholar] [CrossRef] [PubMed]
[27] Taluri, S., Oza, V.H., Soelter, T.M., Fisher, J.L. and Lasseigne, B.N. (2023) Inferring Chromosomal Instability from Copy Number Aberrations as a Measure of Chromosomal Instability across Human Cancers. Cancer Reports, 6, e1902. [Google Scholar] [CrossRef] [PubMed]
[28] Torchinsky, D. and Ebenstein, Y. (2016) Sizing Femtogram Amounts of dsDNA by Single-Molecule Counting. Nucleic Acids Research, 44, e17. [Google Scholar] [CrossRef] [PubMed]
[29] Marie, R., Pedersen, J.N., Bærlocher, L., Koprowska, K., Pødenphant, M., Sabatel, C., et al. (2018) Single-Molecule DNA-Mapping and Whole-Genome Sequencing of Individual Cells. Proceedings of the National Academy of Sciences of the United States of America, 115, 11192-11197. [Google Scholar] [CrossRef] [PubMed]
[30] Van de Sande, B., Lee, J.S., Mutasa-Gottgens, E., Naughton, B., Bacon, W., Manning, J., et al. (2023) Applications of Single-Cell RNA Sequencing in Drug Discovery and Development. Nature Reviews Drug Discovery, 22, 496-520. [Google Scholar] [CrossRef] [PubMed]
[31] Khan, S.U., Huang, Y., Ali, H., Ali, I., Ahmad, S., Khan, S.U., et al. (2024) Single-Cell RNA Sequencing (scRNA-Seq): Advances and Challenges for Cardiovascular Diseases (CVDs). Current Problems in Cardiology, 49, Article ID: 102202. [Google Scholar] [CrossRef] [PubMed]
[32] Koval, A.P., Khromova, A.S., Blagodatskikh, K.A., Zhitnyuk, Y.V., Shtykova, Y.A., Alferov, A.A., et al. (2023) Application of PCR-Based Approaches for Evaluation of Cell-Free DNA Fragmentation in Colorectal Cancer. Frontiers in Molecular Biosciences, 10, Article 1101179. [Google Scholar] [CrossRef] [PubMed]
[33] Takahashi, N., Pongor, L., Agrawal, S.P., Shtumpf, M., Gurjar, A., Rajapakse, V.N., et al. (2025) Genomic Alterations and Transcriptional Phenotypes in Circulating Free DNA and Matched Metastatic Tumor. Genome Medicine, 17, Article No. 15. [Google Scholar] [CrossRef] [PubMed]
[34] 李佳佳, 陈默, 尧良清. 基于循环肿瘤DNA的染色体不稳定性检测在卵巢癌中的研究进展[J]. 中国肿瘤, 2018, 27(7): 521-524.
[35] Li, J., Hubisz, M.J., Earlie, E.M., Duran, M.A., Hong, C., Varela, A.A., et al. (2023) Non-Cell-Autonomous Cancer Progression from Chromosomal Instability. Nature, 620, 1080-1088. [Google Scholar] [CrossRef] [PubMed]
[36] Cho, W.K., Lee, J., Youn, S.M., et al. (2023) Liquid Biopsy Using cfDNA to Predict Radiation Therapy Response in Solid Tumors. Radiation Oncology Journal, 41, 32-39.
[37] Tosello, V., Grassi, A., Rose, D., Bao, L.C., Zulato, E., Dalle Fratte, C., et al. (2024) Binary Classification of Copy Number Alteration Profiles in Liquid Biopsy with Potential Clinical Impact in Advanced NSCLC. Scientific Reports, 14, Article No. 18545. [Google Scholar] [CrossRef] [PubMed]
[38] Fehlker, M., Huska, M.R., Jöns, T., Andrade-Navarro, M.A. and Kemmner, W. (2014) Concerted Down-Regulation of Immune-System Related Genes Predicts Metastasis in Colorectal Carcinoma. BMC Cancer, 14, Article No. 64. [Google Scholar] [CrossRef] [PubMed]
[39] Mihaila, R.I., Gheorghe, A.S., Zob, D.L. and Stanculeanu, D.L. (2024) The Importance of Predictive Biomarkers and Their Correlation with the Response to Immunotherapy in Solid Tumors—Impact on Clinical Practice. Biomedicines, 12, Article 2146. [Google Scholar] [CrossRef] [PubMed]
[40] Bakhoum, S.F. and Cantley, L.C. (2018) The Multifaceted Role of Chromosomal Instability in Cancer and Its Microenvironment. Cell, 174, 1347-1360. [Google Scholar] [CrossRef] [PubMed]
[41] Baudoin, N.C. and Bloomfield, M. (2021) Karyotype Aberrations in Action: The Evolution of Cancer Genomes and the Tumor Microenvironment. Genes, 12, Article 558. [Google Scholar] [CrossRef] [PubMed]
[42] McGranahan, N., Rosenthal, R., Hiley, C.T., Rowan, A.J., Watkins, T.B.K., Wilson, G.A., et al. (2017) Allele-Specific HLA Loss and Immune Escape in Lung Cancer Evolution. Cell, 171, 1259-1271.e11. [Google Scholar] [CrossRef] [PubMed]
[43] Sokač, M., Ahrenfeldt, J., Litchfield, K., Watkins, T.B.K., Knudsen, M., Dyrskjøt, L., et al. (2022) Classifying cGAS-STING Activity Links Chromosomal Instability with Immunotherapy Response in Metastatic Bladder Cancer. Cancer Research Communications, 2, 762-771. [Google Scholar] [CrossRef] [PubMed]
[44] Requesens, M., Foijer, F., Nijman, H.W. and de Bruyn, M. (2024) Genomic Instability as a Driver and Suppressor of Anti-Tumor Immunity. Frontiers in Immunology, 15, Article 1462496. [Google Scholar] [CrossRef] [PubMed]
[45] Cheng, P., Singh, K., Reeves, R.H. and Davoli, T. (2026) The Hallmarks of Aneuploidy in Cancer and Congenital Syndromes. Annual Review of Genomics and Human Genetics, 26, 103-138.
[46] Xian, S., Dosset, M., Almanza, G., Searles, S., Sahani, P., Waller, T.C., et al. (2021) The Unfolded Protein Response Links Tumor Aneuploidy to Local Immune Dysregulation. EMBO reports, 22, e52509. [Google Scholar] [CrossRef] [PubMed]
[47] Salgueiro, L., Buccitelli, C., Rowald, K., Somogyi, K., Kandala, S., Korbel, J.O., et al. (2020) Acquisition of Chromosome Instability Is a Mechanism to Evade Oncogene Addiction. EMBO Molecular Medicine, 12, e10941. [Google Scholar] [CrossRef] [PubMed]
[48] Thompson, L., Jeusset, L., Lepage, C. and McManus, K. (2017) Evolving Therapeutic Strategies to Exploit Chromosome Instability in Cancer. Cancers, 9, Article 151. [Google Scholar] [CrossRef] [PubMed]
[49] Rangel, N., Forero-Castro, M. and Rondón-Lagos, M. (2017) New Insights in the Cytogenetic Practice: Karyotypic Chaos, Non-Clonal Chromosomal Alterations and Chromosomal Instability in Human Cancer and Therapy Response. Genes, 8, Article 155. [Google Scholar] [CrossRef] [PubMed]
[50] Swanton, C. and Caldas, C. (2009) Molecular Classification of Solid Tumours: Towards Pathway-Driven Therapeutics. British Journal of Cancer, 100, 1517-1522. [Google Scholar] [CrossRef] [PubMed]
[51] Tamaki, S., Suzuki, K., Abe, I., Endo, Y., Kakizawa, N., Watanabe, F., et al. (2022) Overexpression of Satellite RNAs in Heterochromatin Induces Chromosomal Instability and Reflects Drug Sensitivity in Mouse Cancer Cells. Scientific Reports, 12, Article No. 10999. [Google Scholar] [CrossRef] [PubMed]
[52] Seachrist, D.D., Anstine, L.J. and Keri, R.A. (2021) Up to Your NEK2 in Cin. Oncotarget, 12, 723-725. [Google Scholar] [CrossRef] [PubMed]
[53] Lynch, A.R., Arp, N.L., Zhou, A.S., Weaver, B.A. and Burkard, M.E. (2022) Quantifying Chromosomal Instability from Intratumoral Karyotype Diversity Using Agent-Based Modeling and Bayesian Inference. eLife, 11, e69799. [Google Scholar] [CrossRef] [PubMed]
[54] Hintzen, D.C., Soto, M., Schubert, M., Bakker, B., Spierings, D.C.J., Szuhai, K., et al. (2022) The Impact of Monosomies, Trisomies and Segmental Aneuploidies on Chromosomal Stability. PLOS ONE, 17, e0268579. [Google Scholar] [CrossRef] [PubMed]
[55] How, C., Bruce, J., So, J., Pintilie, M., Haibe-Kains, B., Hui, A., et al. (2015) Chromosomal Instability as a Prognostic Marker in Cervical Cancer. BMC Cancer, 15, Article No. 361. [Google Scholar] [CrossRef] [PubMed]
[56] Yoo, J., Seo, K.W., Jang, S.J., Oh, Y., Shim, T.S., Kim, W.S., et al. (2010) The Relationship between the Presence of Chromosomal Instability and Prognosis of Squamous Cell Carcinoma of the Lung: Fluorescence in Situ Hybridization Analysis of Paraffin-Embedded Tissue from 47 Korean Patients. Journal of Korean Medical Science, 25, 863-867. [Google Scholar] [CrossRef] [PubMed]
[57] Vishwakarma, R. and McManus, K.J. (2020) Chromosome Instability; Implications in Cancer Development, Progression, and Clinical Outcomes. Cancers, 12, Article 824. [Google Scholar] [CrossRef] [PubMed]
[58] Pradhan, M., Abeler, V.M., Danielsen, H.E., Sandstad, B., Tropé, C.G., Kristensen, G.B., et al. (2012) Prognostic Importance of DNA Ploidy and DNA Index in Stage I and II Endometrioid Adenocarcinoma of the Endometrium. Annals of Oncology, 23, 1178-1184. [Google Scholar] [CrossRef] [PubMed]
[59] Tsavaris, N., Kavantzas, N., Tsigritis, K., Xynos, I.D., Papadoniou, N., Lazaris, A., et al. (2009) Evaluation of DNA Ploidy in Relation with Established Prognostic Factors in Patients with Locally Advanced (Unresectable) or Metastatic Pancreatic Adenocarcinoma: A Retrospective Analysis. BMC Cancer, 9, Article No. 264. [Google Scholar] [CrossRef] [PubMed]
[60] Silkworth, W.T., Nardi, I.K., Scholl, L.M. and Cimini, D. (2009) Multipolar Spindle Pole Coalescence Is a Major Source of Kinetochore Mis-Attachment and Chromosome Mis-Segregation in Cancer Cells. PLOS ONE, 4, e6564. [Google Scholar] [CrossRef] [PubMed]
[61] Giam, M. and Rancati, G. (2015) Aneuploidy and Chromosomal Instability in Cancer: A Jackpot to Chaos. Cell Division, 10, Article No. 3. [Google Scholar] [CrossRef] [PubMed]
[62] Burrell, R.A., McClelland, S.E., Endesfelder, D., Groth, P., Weller, M., Shaikh, N., et al. (2013) Replication Stress Links Structural and Numerical Cancer Chromosomal Instability. Nature, 494, 492-496. [Google Scholar] [CrossRef] [PubMed]
[63] Ren, L., Chen, L., Wu, W., Garribba, L., Tian, H., Liu, Z., et al. (2017) Potential Biomarkers of DNA Replication Stress in Cancer. Oncotarget, 8, 36996-37008. [Google Scholar] [CrossRef] [PubMed]
[64] Hays, L.E., Zodrow, D.M., Yates, J.E., Deffebach, M.E., Jacoby, D.B., Olson, S.B., et al. (2008) Cigarette Smoke Induces Genetic Instability in Airway Epithelial Cells by Suppressing FANCD2 Expression. British Journal of Cancer, 98, 1653-1661. [Google Scholar] [CrossRef] [PubMed]
[65] Freitas, M.O., Gartner, J., Rangel-Pozzo, A. and Mai, S. (2020) Genomic Instability in Circulating Tumor Cells. Cancers, 12, Article 3001. [Google Scholar] [CrossRef] [PubMed]
[66] Thompson, S.L. and Compton, D.A. (2010) Proliferation of Aneuploid Human Cells Is Limited by a P53-Dependent Mechanism. Journal of Cell Biology, 188, 369-381. [Google Scholar] [CrossRef] [PubMed]
[67] Hsu, T., Huang, C., Huang, C., Huang, M., Yeh, C., Chao, T., et al. (2019) Targeting FAT1 Inhibits Carcinogenesis, Induces Oxidative Stress and Enhances Cisplatin Sensitivity through Deregulation of LRP5/WNT2/GSS Signaling Axis in Oral Squamous Cell Carcinoma. Cancers, 11, Article 1883. [Google Scholar] [CrossRef] [PubMed]
[68] Yonesaka, K., Kurosaki, T., Tanizaki, J., Kawakami, H., Tanaka, K., Maenishi, O., et al. (2025) Chromosomal Instability Is Associated with cGAS-STING Activation in EGFR-TKI Refractory Non-Small-Cell Lung Cancer. Cells, 14, Article 447. [Google Scholar] [CrossRef] [PubMed]
[69] Pailler, E., Auger, N., Lindsay, C.R., Vielh, P., Islas-Morris-Hernandez, A., Borget, I., et al. (2015) High Level of Chromosomal Instability in Circulating Tumor Cells of Ros1-Rearranged Non-Small-Cell Lung Cancer. Annals of Oncology, 26, 1408-1415. [Google Scholar] [CrossRef] [PubMed]
[70] Dhital, B. and Rodriguez-Bravo, V. (2023) Mechanisms of Chromosomal Instability (CIN) Tolerance in Aggressive Tumors: Surviving the Genomic Chaos. Chromosome Research, 31, Article No. 15. [Google Scholar] [CrossRef] [PubMed]
[71] Nguyen, B., Fong, C., Luthra, A., Smith, S.A., DiNatale, R.G., Nandakumar, S., et al. (2022) Genomic Characterization of Metastatic Patterns from Prospective Clinical Sequencing of 25,000 Patients. Cell, 185, 563-575.e11. [Google Scholar] [CrossRef] [PubMed]
[72] Zhang, J., Dong, S., Ji, L., Zhou, J., Chen, Z.H., Su, J., et al. (2022) Intratumoral Genetic and Immune Microenvironmental Heterogeneity in T4N0M0 (Diameter ≥ 7 cm) Non-Small Cell Lung Cancers. Thoracic Cancer, 13, 1333-1341. [Google Scholar] [CrossRef] [PubMed]
[73] Tripathi, R., Modur, V., Senovilla, L., Kroemer, G. and Komurov, K. (2019) Suppression of Tumor Antigen Presentation during Aneuploid Tumor Evolution Contributes to Immune Evasion. OncoImmunology, 8, Article ID: 1657374. [Google Scholar] [CrossRef] [PubMed]
[74] Bakhoum, S.F., Ngo, B., Laughney, A.M., Cavallo, J., Murphy, C.J., Ly, P., et al. (2018) Chromosomal Instability Drives Metastasis through a Cytosolic DNA Response. Nature, 553, 467-472. [Google Scholar] [CrossRef] [PubMed]
[75] Alikhanyan, K., Chen, Y., Somogyi, K., Kraut, S. and Sotillo, R. (2021) Mad2 Induced Aneuploidy Contributes to Eml4-Alk Driven Lung Cancer by Generating an Immunosuppressive Environment. Cancers, 13, Article 6027. [Google Scholar] [CrossRef] [PubMed]
[76] Guo, S., Li, T., Xu, D., Xu, J., Wang, H., Li, J., et al. (2022) Prognostic Implications and Immune Infiltration Characteristics of Chromosomal Instability-Related Dysregulated Cerna in Lung Adenocarcinoma. Frontiers in Molecular Biosciences, 9, Article 843640. [Google Scholar] [CrossRef] [PubMed]
[77] Rao, C.V., Xu, C., Farooqui, M., Zhang, Y., Asch, A.S. and Yamada, H.Y. (2021) Survival-Critical Genes Associated with Copy Number Alterations in Lung Adenocarcinoma. Cancers, 13, Article 2586. [Google Scholar] [CrossRef] [PubMed]
[78] Yamada, H.Y., Kumar, G., Zhang, Y., Rubin, E., Lightfoot, S., Dai, W., et al. (2016) Systemic Chromosome Instability in Shugoshin-1 Mice Resulted in Compromised Glutathione Pathway, Activation of Wnt Signaling and Defects in Immune System in the Lung. Oncogenesis, 5, e256. [Google Scholar] [CrossRef] [PubMed]
[79] Zhang, J., Hu, X., Zhu, B., et al. (2024) The Evolution of Lung Adenocarcinoma Precursors Is Associated with Chromosomal Instability and Transition from Innate to Adaptive Immune Response/Evasion. [Google Scholar] [CrossRef] [PubMed]
[80] Tang, W., Fan, X., Bao, H., Fu, R., Liang, Y., Wu, M., et al. (2023) Acquired DNA Damage Repairs Deficiency-Driven Immune Evolution and Involved Immune Factors of Local versus Distant Metastases in Non-Small Cell Lung Cancer. OncoImmunology, 12, Article ID: 2215112. [Google Scholar] [CrossRef] [PubMed]
[81] Lee, W., Reuben, A., Hu, X., McGranahan, N., Chen, R., Jalali, A., et al. (2020) Multiomics Profiling of Primary Lung Cancers and Distant Metastases Reveals Immunosuppression as a Common Characteristic of Tumor Cells with Metastatic Plasticity. Genome Biology, 21, Article No. 271. [Google Scholar] [CrossRef] [PubMed]
[82] 王雪春, 邱红美, 顾学红, 等. 基于CIN和TILs密度的联合模型对NSCLC免疫治疗疗效的预测价值[J]. 现代实用医学, 2025, 37(5): 471-475.