Integrated tumor genomic and immune microenvironment analysis identifies predictive biomarkers associated with the efficacy of neoadjuvant therapy for triple-negative breast cancer

被引:4
|
作者
Zhu, Yanhui [1 ]
Zhang, Hongfei [1 ]
Pan, Chaohu [2 ,3 ]
He, Gao [1 ]
Cui, Xiaoli [3 ]
Yu, Xiafei [1 ]
Zhang, Xiaoqiang [1 ]
Wu, Dongfang [3 ]
Yang, Junzhe [1 ]
Wu, Xian [1 ]
Luo, Haitao [3 ]
Liu, Xiaoan [1 ]
机构
[1] Nanjing Med Univ, Affiliated Hosp 1, Dept Breast Surg, 300 Guangzhou Rd, Nanjing 210029, Jiangsu, Peoples R China
[2] Jinan Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
[3] YuceBio Technol Co Ltd, Dept Med, Shenzhen 51800, Guangdong, Peoples R China
来源
CANCER MEDICINE | 2023年 / 12卷 / 05期
基金
中国国家自然科学基金;
关键词
biomarkers; breast cancer; CD8 T cells; M2; macrophages; neoadjuvant chemotherapy therapy; TMB; TNBC; LUNG-CANCER; MUTATIONAL BURDEN; COPY NUMBER; CHEMOTHERAPY; SURVIVAL; TRIAL; DISCOVERY; ACCURATE; FEATURES; WOMEN;
D O I
10.1002/cam4.5372
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Although neoadjuvant chemotherapy (NAC) is currently the best therapy for triple-negative breast cancer (TNBC), resistance still occurs in a considerable proportion, thus it is crucial to understand resistance mechanisms and identify predictive biomarkers for patients selection. Methods Biopsy samples were collected from 21 patients with TNBC who underwent NAC. Whole-exome sequencing (WES), targeted sequencing, and multiplex immunohistochemistry (mIHC) were carried out on the clinical samples and used to identify and validate potential biomarkers associated with response to NAC. In addition, data on 190 TNBC patients who had undergone chemotherapy were obtained from The Cancer Genome Atlas (TCGA) and analyzed to further validate our findings. Results Both the tumor mutational burden (TMB) and tumor neoantigen burden (TNB) were significantly higher in responders than in non-responders. Higher response rates and longer survival rates were observed in patients with higher TMB. Patients with higher ratios of CD8 to M2 macrophages had higher response rates and improved survival rates. Finally, the integrated analysis demonstrated that the combination of TMB and the ratio of CD8 T cells to M2 macrophages could further distinguish patients who benefitted from the treatment in both enrolled patients and public data. Conclusions The findings of this study indicated that the combination of TMB and the ratio of CD8 T cells to M2 macrophages may be a potential biomarker for improving the recognition of NAC responders, thereby providing a basis for developing precision NAC regimens.
引用
收藏
页码:5846 / 5858
页数:13
相关论文
共 50 条
  • [21] Axillary ultrasound during neoadjuvant systemic therapy in triple-negative breast cancer patients
    Candelaria, Rosalind P.
    Adrada, Beatriz E.
    Hess, Kenneth
    Santiago, Lumarie
    Lane, Deanna L.
    Thompson, Alastair M.
    Moulder, Stacy L.
    Huang, Monica L.
    Arribas, Elsa M.
    Rauch, Gaiane M.
    Leung, Jessica W. T.
    Symmans, W. Fraser
    Valero, Vicente
    Ravenberg, Elizabeth E.
    White, Jason B.
    Yang, Wei Tse
    EUROPEAN JOURNAL OF RADIOLOGY, 2020, 130
  • [22] Predictive factors for response to neoadjuvant chemotherapy: inflammatory and immune markers in triple-negative breast cancer
    Kusama, Hiroki
    Kittaka, Nobuyoshi
    Soma, Ai
    Taniguchi, Azusa
    Kanaoka, Haruka
    Nakajima, Satomi
    Oyama, Yuri
    Seto, Yukiko
    Okuno, Jun
    Watanabe, Noriyuki
    Matsui, Saki
    Nishio, Minako
    Fujisawa, Fumie
    Honma, Keiichiro
    Tamaki, Yasuhiro
    Nakayama, Takahiro
    BREAST CANCER, 2023, 30 (06) : 1085 - 1093
  • [23] Immune-related biomarkers in triple-negative breast cancer
    Zhang, Juan
    Tian, Qi
    Zhang, Mi
    Wang, Hui
    Wu, Lei
    Yang, Jin
    BREAST CANCER, 2021, 28 (04) : 792 - 805
  • [24] Screening and identification of potential biomarkers in triple-negative breast cancer by integrated analysis
    Guo, Jilong
    Gong, Guohua
    Zhang, Bin
    ONCOLOGY REPORTS, 2017, 38 (04) : 2219 - 2228
  • [25] Immune-related biomarkers in triple-negative breast cancer
    Juan Zhang
    Qi Tian
    Mi Zhang
    Hui Wang
    Lei Wu
    Jin Yang
    Breast Cancer, 2021, 28 : 792 - 805
  • [26] Future Developments in Neoadjuvant Therapy for Triple-Negative Breast Cancer
    Moore-Smith, Lakisha
    Forero-Torres, Andres
    Stringer-Reasor, Erica
    SURGICAL CLINICS OF NORTH AMERICA, 2018, 98 (04) : 773 - +
  • [27] LAG-3 expression in tumor microenvironment of triple-negative breast cancer
    Tahtaci, Gozde
    Gunel, Nazan
    Sadioglu, Aysu
    Akyurek, Nalan
    Boz, Ogulcan
    Uner, Aytug
    TURKISH JOURNAL OF MEDICAL SCIENCES, 2023, 53 (01) : 142 - 148
  • [28] Secreted breast tumor interstitial fluid microRNAs and their target genes are associated with triple-negative breast cancer, tumor grade, and immune infiltration
    Terkelsen, Thilde
    Russo, Francesco
    Gromov, Pavel
    Haakensen, Vilde Drageset
    Brunak, Soren
    Gromova, Irina
    Krogh, Anders
    Papaleo, Elena
    BREAST CANCER RESEARCH, 2020, 22 (01)
  • [29] Efficacy and safety of neoadjuvant immune checkpoint inhibitors in early-stage triple-negative breast cancer: a systematic review and meta-analysis
    Sternschuss, Michal
    Yerushalmi, Rinat
    Saleh, Ramy R.
    Amir, Eitan
    Goldvaser, Hadar
    JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2021, 147 (11) : 3369 - 3379
  • [30] Immune Profiles of Tumor Microenvironment and Clinical Prognosis among Women with Triple-Negative Breast Cancer
    Deng, Ling
    Lu, Donghao
    Bai, Yingnan
    Wang, Yanping
    Bu, Hong
    Zheng, Hong
    CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2019, 28 (12) : 1977 - 1985