Integrating genomic mutations and tumor-infiltrating lymphocytes improves prediction of response to trastuzumab-based adjuvant therapy in patients with HER2-positive breast cancer.
{"title":"Integrating genomic mutations and tumor-infiltrating lymphocytes improves prediction of response to trastuzumab-based adjuvant therapy in patients with HER2-positive breast cancer.","authors":"Shuangshuang Lu, Yuliang Zhang, Yiwei Tong, Lan Shu, Renhong Huang, Yijin Gu, Chaofu Wang, Jianfeng Li, Kunwei Shen, Lei Dong, Xiaosong Chen","doi":"10.20517/cdr.2025.133","DOIUrl":null,"url":null,"abstract":"<p><p><b>Aim:</b> Resistance to trastuzumab remains a major barrier to cure in early-stage HER2-positive breast cancer (HER2+ BC). We investigated the impact of genomic alterations and tumor-infiltrating lymphocyte (TIL) density on treatment resistance and survival outcomes. <b>Methods:</b> We retrospectively analyzed 315 patients with HER2+ BC who received adjuvant trastuzumab at Ruijin Hospital (2009-2019). Whole-exome sequencing and TIL scoring were performed on surgical specimens, and clinical and pathological data were collected. The Cancer Genome Atlas (TCGA) cohort was used for external validation. Genomic alterations and TIL density were compared between trastuzumab-sensitive and -resistant tumors. Survival analyses were conducted to identify prognostic biomarkers. <b>Results:</b> After a median follow-up of 109.3 months, 67 tumors (21.3%) were trastuzumab-resistant, exhibiting lower TIL density (mean 19.8% <i>vs.</i> 26.3%, <i>P</i> = 0.001), higher mutation frequencies in <i>FLG</i>, <i>MAP1A</i>, <i>BRCA1</i>, <i>PTPRD</i>, <i>PAPPA2</i>, <i>NCOR2</i>, <i>FBXW7</i>, <i>MYH7</i>, and <i>VCAN</i>, and more frequent alterations in the TP53/NOTCH pathways compared with sensitive tumors (all <i>P</i> < 0.05). A 15-gene trastuzumab response-associated gene (TRAG) signature independently predicted poorer disease-free survival (DFS) in both our cohort (HR, 3.57, <i>P</i> < 0.001) and the TCGA cohort (HR, 4.99, <i>P</i> = 0.037). A high copy number alteration burden was associated with worse overall survival (HR, 2.49, <i>P</i> = 0.043), whereas TIL density > 10% was associated with improved DFS (HR, 2.44, <i>P</i> = 0.003). A prognostic model integrating tumor size, nodal status, estrogen receptor status, TILs, and the TRAG signature showed strong discriminatory power (c-index 0.743 in the training set; 0.915 in the validation set). <b>Conclusion:</b> Genomic alterations and reduced TIL density underpin trastuzumab resistance. The novel TRAG signature and integrated prognostic model enhance risk stratification and may guide personalized adjuvant therapy in early-stage HER2+ BC.</p>","PeriodicalId":70759,"journal":{"name":"癌症耐药(英文)","volume":"8 ","pages":"47"},"PeriodicalIF":4.6000,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12462396/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"癌症耐药(英文)","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.20517/cdr.2025.133","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Aim: Resistance to trastuzumab remains a major barrier to cure in early-stage HER2-positive breast cancer (HER2+ BC). We investigated the impact of genomic alterations and tumor-infiltrating lymphocyte (TIL) density on treatment resistance and survival outcomes. Methods: We retrospectively analyzed 315 patients with HER2+ BC who received adjuvant trastuzumab at Ruijin Hospital (2009-2019). Whole-exome sequencing and TIL scoring were performed on surgical specimens, and clinical and pathological data were collected. The Cancer Genome Atlas (TCGA) cohort was used for external validation. Genomic alterations and TIL density were compared between trastuzumab-sensitive and -resistant tumors. Survival analyses were conducted to identify prognostic biomarkers. Results: After a median follow-up of 109.3 months, 67 tumors (21.3%) were trastuzumab-resistant, exhibiting lower TIL density (mean 19.8% vs. 26.3%, P = 0.001), higher mutation frequencies in FLG, MAP1A, BRCA1, PTPRD, PAPPA2, NCOR2, FBXW7, MYH7, and VCAN, and more frequent alterations in the TP53/NOTCH pathways compared with sensitive tumors (all P < 0.05). A 15-gene trastuzumab response-associated gene (TRAG) signature independently predicted poorer disease-free survival (DFS) in both our cohort (HR, 3.57, P < 0.001) and the TCGA cohort (HR, 4.99, P = 0.037). A high copy number alteration burden was associated with worse overall survival (HR, 2.49, P = 0.043), whereas TIL density > 10% was associated with improved DFS (HR, 2.44, P = 0.003). A prognostic model integrating tumor size, nodal status, estrogen receptor status, TILs, and the TRAG signature showed strong discriminatory power (c-index 0.743 in the training set; 0.915 in the validation set). Conclusion: Genomic alterations and reduced TIL density underpin trastuzumab resistance. The novel TRAG signature and integrated prognostic model enhance risk stratification and may guide personalized adjuvant therapy in early-stage HER2+ BC.
目的:曲妥珠单抗耐药仍然是早期HER2阳性乳腺癌(HER2+ BC)治愈的主要障碍。我们研究了基因组改变和肿瘤浸润淋巴细胞(TIL)密度对治疗耐药性和生存结果的影响。方法:回顾性分析2009-2019年瑞金医院接受辅助曲妥珠单抗治疗的315例HER2+ BC患者。对手术标本进行全外显子组测序和TIL评分,并收集临床和病理资料。使用癌症基因组图谱(TCGA)队列进行外部验证。比较曲妥珠单抗敏感和耐药肿瘤的基因组改变和TIL密度。进行生存分析以确定预后生物标志物。结果:中位随访109.3个月后,67例肿瘤(21.3%)出现曲曲单抗耐药,TIL密度较低(平均19.8% vs. 26.3%, P = 0.001), FLG、MAP1A、BRCA1、PTPRD、PAPPA2、NCOR2、FBXW7、MYH7和VCAN的突变频率较高,TP53/NOTCH通路的改变比敏感肿瘤更频繁(均P < 0.05)。在我们的队列(HR, 3.57, P < 0.001)和TCGA队列(HR, 4.99, P = 0.037)中,15个基因的曲妥珠单抗反应相关基因(TRAG)特征独立预测较差的无病生存(DFS)。高拷贝数改变负担与较差的总生存期相关(HR, 2.49, P = 0.043),而TIL密度bbb10 %与改善的DFS相关(HR, 2.44, P = 0.003)。结合肿瘤大小、淋巴结状态、雌激素受体状态、TILs和TRAG特征的预后模型具有很强的判别能力(c-index在训练集为0.743,在验证集为0.915)。结论:基因组改变和TIL密度降低是曲妥珠单抗耐药的基础。新的TRAG特征和综合预后模型增强了风险分层,并可能指导早期HER2+ BC的个性化辅助治疗。