Yang Ou-Yang, Caijin Lin, Yifan Xie, Xiaoqing Song, Yi-Zhou Jiang
{"title":"Multi-omics profile of exceptional long-term survivors of AJCC stage III triple-negative breast cancer.","authors":"Yang Ou-Yang, Caijin Lin, Yifan Xie, Xiaoqing Song, Yi-Zhou Jiang","doi":"10.21147/j.issn.1000-9604.2025.03.03","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Triple-negative breast cancer (TNBC) is a highly aggressive subtype that lacks targeted therapies, leading to a poorer prognosis. However, some patients achieve long-term recurrence-free survival (RFS), offering valuable insights into tumor biology and potential treatment strategies.</p><p><strong>Methods: </strong>We conducted a comprehensive multi-omics analysis of 132 patients with American Joint Committee on Cancer (AJCC) stage III TNBC, comprising 36 long-term survivors (RFS≥8 years), 62 moderate-term survivors (RFS: 3-8 years), and 34 short-term survivors (RFS<3 years). Analyses investigated clinicopathological factors, whole-exome sequencing, germline mutations, copy number alterations (CNAs), RNA sequences, and metabolomic profiles.</p><p><strong>Results: </strong>Long-term survivors exhibited fewer metastatic regional lymph nodes, along with tumors showing reduced stromal fibrosis and lower Ki67 index. Molecularly, these tumors exhibited multiple alterations in genes related to homologous recombination repair, with higher frequencies of germline mutations and somatic CNAs. Additionally, tumors from long-term survivors demonstrated significant downregulation of the RTK-RAS signaling pathway. Metabolomic profiling revealed decreased levels of lipids and carbohydrate, particularly those involved in glycerophospholipid, fructose, and mannose metabolism, in long-term survival group. Multivariate Cox analysis identified fibrosis [hazard ratio (HR): 12.70, 95% confidence interval (95% CI): 2.19-73.54, P=0.005] and <i>RAC1</i> copy number loss/deletion (HR: 0.22, 95% CI: 0.06-0.83, P=0.026) as independent predictors of RFS. Higher fructose/mannose metabolism was associated with worse overall survival (HR: 1.30, 95% CI: 1.01-1.68, P=0.045). Our findings emphasize the association between biological determinants and prolonged survival in patients with TNBC.</p><p><strong>Conclusions: </strong>Our study systematically identified the key molecular and metabolic features associated with prolonged survival in AJCC stage III TNBC, suggesting potential therapeutic targets to improve patient outcomes.</p>","PeriodicalId":9882,"journal":{"name":"Chinese Journal of Cancer Research","volume":"37 3","pages":"316-336"},"PeriodicalIF":7.0000,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12240250/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chinese Journal of Cancer Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.21147/j.issn.1000-9604.2025.03.03","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Objective: Triple-negative breast cancer (TNBC) is a highly aggressive subtype that lacks targeted therapies, leading to a poorer prognosis. However, some patients achieve long-term recurrence-free survival (RFS), offering valuable insights into tumor biology and potential treatment strategies.
Methods: We conducted a comprehensive multi-omics analysis of 132 patients with American Joint Committee on Cancer (AJCC) stage III TNBC, comprising 36 long-term survivors (RFS≥8 years), 62 moderate-term survivors (RFS: 3-8 years), and 34 short-term survivors (RFS<3 years). Analyses investigated clinicopathological factors, whole-exome sequencing, germline mutations, copy number alterations (CNAs), RNA sequences, and metabolomic profiles.
Results: Long-term survivors exhibited fewer metastatic regional lymph nodes, along with tumors showing reduced stromal fibrosis and lower Ki67 index. Molecularly, these tumors exhibited multiple alterations in genes related to homologous recombination repair, with higher frequencies of germline mutations and somatic CNAs. Additionally, tumors from long-term survivors demonstrated significant downregulation of the RTK-RAS signaling pathway. Metabolomic profiling revealed decreased levels of lipids and carbohydrate, particularly those involved in glycerophospholipid, fructose, and mannose metabolism, in long-term survival group. Multivariate Cox analysis identified fibrosis [hazard ratio (HR): 12.70, 95% confidence interval (95% CI): 2.19-73.54, P=0.005] and RAC1 copy number loss/deletion (HR: 0.22, 95% CI: 0.06-0.83, P=0.026) as independent predictors of RFS. Higher fructose/mannose metabolism was associated with worse overall survival (HR: 1.30, 95% CI: 1.01-1.68, P=0.045). Our findings emphasize the association between biological determinants and prolonged survival in patients with TNBC.
Conclusions: Our study systematically identified the key molecular and metabolic features associated with prolonged survival in AJCC stage III TNBC, suggesting potential therapeutic targets to improve patient outcomes.
期刊介绍:
Chinese Journal of Cancer Research (CJCR; Print ISSN: 1000-9604; Online ISSN:1993-0631) is published by AME Publishing Company in association with Chinese Anti-Cancer Association.It was launched in March 1995 as a quarterly publication and is now published bi-monthly since February 2013.
CJCR is published bi-monthly in English, and is an international journal devoted to the life sciences and medical sciences. It publishes peer-reviewed original articles of basic investigations and clinical observations, reviews and brief communications providing a forum for the recent experimental and clinical advances in cancer research. This journal is indexed in Science Citation Index Expanded (SCIE), PubMed/PubMed Central (PMC), Scopus, SciSearch, Chemistry Abstracts (CA), the Excerpta Medica/EMBASE, Chinainfo, CNKI, CSCI, etc.