Immune Milieu and Genomic Alterations Set the Triple-Negative Breast Cancer Immunomodulatory Subtype Tumor Behavior

被引:8
作者
Rodriguez-Bautista, Ruben [1 ,2 ]
Caro-Sanchez, Claudia H. [3 ]
Cabrera-Galeana, Paula [4 ]
Alanis-Funes, Gerardo J. [5 ]
Gutierrez-Millan, Everardo [6 ]
Avila-Rios, Santiago [7 ]
Matias-Florentino, Margarita [7 ]
Reyes-Teran, Gustavo [7 ]
Diaz-Chavez, Jose [8 ]
Villarreal-Garza, Cynthia [4 ,9 ]
Hernandez-Pedro, Norma Y. [1 ]
Ortega-Gomez, Alette [10 ]
Lara-Mejia, Luis [11 ]
Rangel-Escareno, Claudia [12 ,13 ]
Arrieta, Oscar [1 ,11 ]
机构
[1] Inst Nacl Cancerol INCan, Lab Med Personalizada, Unidad Oncol Torac, Mexico City 14080, DF, Mexico
[2] Univ Nacl Autonoma Mexico, Fac Med, Programa Doctorado Ciencias Biomed, Mexico City 04510, DF, Mexico
[3] Inst Nacl Cancerol INCan, Dept Patol, Mexico City 14080, DF, Mexico
[4] Inst Nacl Cancerol INCan, Dept Oncol Med Tumores Mamarios, Mexico City 14080, DF, Mexico
[5] Tecnol Monterrey, Sch Sci & Engn, Bio Assisted Sequencing Environm Natl Sequencing, Monterrey 64849, Mexico
[6] Inst Nacl Salud Publ, Ctr Invest Enfermedades Infecciosas, Cuernavaca 62100, Morelos, Mexico
[7] Inst Nacl Enfermedades Resp, Ctr Invest Enfermedades Infecciosas, Mexico City 14080, DF, Mexico
[8] Univ Nacl Autonoma Mexico, INCan Inst Invest Biomed, Unidad Invest Biomed Canc, Mexico City 14080, DF, Mexico
[9] Tecnol Monterrey, Hosp Zambrano Hellion, Ctr Canc Mama, Monterrey 66278, Mexico
[10] Inst Nacl Cancerol INCan, Lab Med Traslac, Mexico City 14080, DF, Mexico
[11] Inst Nacl Cancerol INCan, Dept Thorac Oncol, Thorac Oncol Unit, Mexico City 14080, DF, Mexico
[12] Tecnol Monterrey, Sch Engn & Sci, Epigmenio Gonzalez 500, San Pablo 76130, Santiago De Que, Mexico
[13] Natl Inst Genom Med INMEGEN, Computat Genom & Integrat Biol, Periferico Sur 4809 Arenal Tepepan, Mexico City 14610, DF, Mexico
关键词
immunology; molecular subtype; immune checkpoint inhibitors; programmed death-ligand; tumor-infiltrating lymphocytes; REGULATORY T-CELLS; BETA-CATENIN; INFILTRATING LYMPHOCYTES; DOUBLE-BLIND; IDENTIFICATION; EXPRESSION; PATHWAY; PROLIFERATION; CHEMOTHERAPY; PLASTICITY;
D O I
10.3390/cancers13246256
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary Triple-negative breast cancer (TNBC) is an aggressive and highly heterogeneous breast cancer subtype, both molecular and transcriptomic. Gene expression patterns identified seven TNBC subtypes; basal-like 1 (BL1), basal-like 2 (BL2), immunomodulatory (IM), mesenchymal (M), mesenchymal stem-like (MSL), luminal androgen receptor (LAR), and unstable (UNS). Herein, we contrasted the IM subtype with non-IM TNBC, including clinical, histopathological, and molecular variables. Our results showed that the IM subtype featured an increased FOXP3+ TILs infiltration and a higher CTLA-4 and PD-L1 expression compared with non-IM tumors. Long intergenic non-coding RNAs associated with the immune response through transcriptomic and enrichment analyses characterized the IM-subtype enriched by the beta-catenin signaling pathway. Additionally, DNA sequencing identified differences in mutation rates as well as some specific mutations. These results should motivate the design of future clinical trials in which the benefit of immune-based therapy in this subgroup of patients could be evaluated. Triple-negative breast cancer (TNBC) is an aggressive and heterogeneous disease. Seven subtypes have been described based on gene expression patterns. Herein, we characterized the tumor biology and clinical behavior of the immunomodulatory (IM) subtype. Methods: Formalin-fixed paraffin-embedded tumor samples from 68 high-risk (stage III-IV) TNBC patients were analyzed through microarrays, immunohistochemistry, and DNA sequencing. Results: The IM subtype was identified in 24% of TNBC tumor samples and characterized by a higher intratumoral (intT) and stromal (strml) infiltration of FOXP3+ TILs (Treg) compared with non-IM subtypes. Further, PD-L1+ (>1%) expression was significantly higher, as well as CTLA-4+ intT and strml expression in the IM subtype. Differential expression and gene set enrichment analysis identified biological processes associated with the immune system. Pathway analysis revealed enrichment of the beta-catenin signaling pathway. The non-coding analysis led to seven Long Intergenic Non-Protein Coding RNAs (lincRNAs) (6 up-regulated and 1 down-regulated) that were associated with a favorable prognosis in the TNBC-IM subtype. The DNA sequencing highlighted two genes relevant to immune system responses: CTNNB1 (Catenin beta-1) and IDH1. Conclusion: the IM subtype showed a distinct immune microenvironment, as well as subtype-specific genomic alterations. Characterizing TNBC at a molecular and transcriptomic level might guide immune-based therapy in this subgroup of patients.
引用
收藏
页数:21
相关论文
共 79 条
  • [11] Long non-coding RNA LINC00312 regulates breast cancer progression through the miR-9/CDH1 axis
    Chen, Yajun
    Qiu, Fanghua
    Huang, Lichan
    Liu, Weiping
    Li, Liqin
    Ji, Canhua
    Zeng, Xianqi
    Qiao, Lingli
    Liu, Mengqin
    Gong, Xiaoqian
    [J]. MOLECULAR MEDICINE REPORTS, 2020, 21 (03) : 1296 - 1303
  • [12] Cortes J, 2020, LANCET, V396, P1817, DOI 10.1016/S0140-6736(20)32531-9
  • [13] Prognostic value of tumor-infiltrating lymphocytes on residual disease after primary chemotherapy for triple-negative breast cancer: a retrospective multicenter study
    Dieci, M. V.
    Criscitiello, C.
    Goubar, A.
    Viale, G.
    Conte, P.
    Guarneri, V.
    Ficarra, G.
    Mathieu, M. C.
    Delaloge, S.
    Curigliano, G.
    Andre, F.
    [J]. ANNALS OF ONCOLOGY, 2014, 25 (03) : 611 - 618
  • [14] Disis Mary L, 2015, Am Soc Clin Oncol Educ Book, pe25, DOI 10.14694/EdBook_AM.2015.35.e25
  • [15] PD-L1 Acts as a Promising Immune Marker to Predict the Response to Neoadjuvant Chemotherapy in Breast Cancer Patients
    Du, Qi
    Che, Juanjuan
    Jiang, Xiaoyue
    Li, Li
    Luo, Xinyu
    Li, Qin
    [J]. CLINICAL BREAST CANCER, 2020, 20 (01) : E99 - E111
  • [16] The tumor microenvironment (TME) and atezolizumab plus nab-paclitaxel (A plus nP) activity in metastatic triple-negative breast cancer (mTNBC): IMpassion130.
    Emens, Leisha A.
    Goldstein, Leonard D.
    Schmid, Peter
    Rugo, Hope S.
    Adams, Sylvia
    Barrios, Carlos H.
    Schneeweiss, Andreas
    Dieras, Veronique
    Iwata, Hiroji
    Chang, Ching-Wei
    Koeppen, Hartmut
    Chui, Stephen Y.
    Loi, Sherene
    Molinero, Luciana
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2021, 39 (15)
  • [17] Long-term Clinical Outcomes and Biomarker Analyses of Atezolizumab Therapy for Patients With Metastatic Triple-Negative Breast Cancer A Phase 1 Study
    Emens, Leisha A.
    Cruz, Cristina
    Eder, Joseph Paul
    Braiteh, Fadi
    Chung, Cathie
    Tolaney, Sara M.
    Kuter, Irene
    Nanda, Rita
    Cassier, Philippe A.
    Delord, Jean-Pierre
    Gordon, Michael S.
    ElGabry, Ehab
    Chang, Ching-Wei
    Sarkar, Indrani
    Grossman, William
    O'Hear, Carol
    Fasso, Marcella
    Molinero, Luciana
    Schmid, Peter
    [J]. JAMA ONCOLOGY, 2019, 5 (01) : 74 - 82
  • [18] LncRNA LINC00173 enhances triple-negative breast cancer progression by suppressing miR-490-3p expression
    Fan, Huijie
    Yuan, Jing
    Li, Xiangyu
    Ma, Yihui
    Wang, Xiaofeng
    Xu, Benling
    Li, Xingya
    [J]. BIOMEDICINE & PHARMACOTHERAPY, 2020, 125
  • [19] Compartmentalized CDK2 is connected with SHP-1 and β-catenin and regulates insulin internalization
    Fiset, Annie
    Xu, Elaine
    Bergeron, Sebastien
    Marette, Andre
    Pelletier, Georges
    Siminovitch, Katherine A.
    Olivier, Martin
    Beauchemin, Nicole
    Faure, Robert L.
    [J]. CELLULAR SIGNALLING, 2011, 23 (05) : 911 - 919
  • [20] Comparison of molecular profile in triple-negative inflammatory and non-inflammatory breast cancer not of mesenchymal stem-like subtype
    Funakoshi, Yohei
    Wang, Ying
    Semba, Takashi
    Masuda, Hiroko
    Hout, David
    Ueno, Naoto T.
    Wang, Xiaoping
    [J]. PLOS ONE, 2019, 14 (09):