Transcriptomic immunologic signature associated with favorable clinical outcome in basal-like breast tumors

被引:26
|
作者
Martinez-Canales, Sandra [1 ,2 ]
Cifuentes, Francisco [1 ,2 ]
De Rodas Gregorio, Miguel Lopez [1 ,2 ]
Serrano-Oviedo, Leticia [1 ,2 ]
Maria Galan-Moya, Eva [3 ]
Amir, Eitan [4 ]
Pandiella, Atanasio [5 ,6 ]
Gyorffy, Balazs [7 ,8 ]
Ocana, Alberto [1 ,2 ,3 ]
机构
[1] Albacete Univ Hosp, Translat Res Unit, Albacete, Spain
[2] CIBERONC, Albacete, Spain
[3] Univ Castilla La Mancha, CRIB, Albacete, Spain
[4] Univ Toronto, Princess Margaret Canc Ctr, Toronto, ON, Canada
[5] Univ Salamanca, CSIC, Canc Res Ctr, Salamanca, Spain
[6] Univ Salamanca, CSIC, CIBERONC, Salamanca, Spain
[7] MTA TTK Lendulet Canc Biomarker Res Grp, Budapest, Hungary
[8] Semmelweis Univ, Dept Pediat 2, Budapest, Hungary
来源
PLOS ONE | 2017年 / 12卷 / 05期
关键词
INFILTRATING LYMPHOCYTES; CANCER;
D O I
10.1371/journal.pone.0175128
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background Most patients with early stage triple negative breast cancer (TNBC) receive adjuvant chemotherapy. Activation of the immune system is associated with tumor response and may help identify TNBC with favorable outcome. Methods Gene expression data were obtained from the GEO Dataset GDS2250/GSE3744. Affymetrix CEL files were downloaded and analyzed with Affymetrix Transcriptome Analysis Console 3.0. Functional genomics was implemented with David Bioinformatics Resources 6.8. Data contained at Oncomine were used to identify genes upregulated in basal-like cancer compared to normal breast tissue. Data contained at cBioportal were used to assess for molecular alterations. The KMPlotter online tool, METABRIC and GSE25066 datasets were used to associate gene signatures with clinical outcome. Results 1564 upregulated genes were identified as differentially expressed between normal and basal-like tumors. Of these, 16 genes associated with immune function were linked with clinical outcome. HLA-C, HLA-F, HLA-G and TIGIT were associated with both improved relapse-free survival (RFS) and overall survival (OS). The combination of HLA-F/TIGIT and HLA-C/HLA-F/TIGIT showed the most favorable outcome (HR for RFS 0.44, p< 0.001; HR for OS 0.22, p< 0.001; and HR for RFS 0.46, p< 0.001; HR for OS 0.15, p< 0.001; respectively). The association of HLA-C/HLA-F with outcome was confirmed using the METABRIC and GSE25066 datasets. No copy number alterations of these genes were identified. Conclusion We describe a gene signature associated with immune function and favorable outcome in basal-like breast cancer. Incorporation of this signature in prospective studies may help to stratify risk of early stage TNBC.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Identification of a NOTCH transcriptomic signature for basal-like breast cancer
    Braune, Eike-Benjamin
    Geist, Felix
    Wienke, Dirk
    Seshire, Anita
    Lendahl, Urban
    CANCER RESEARCH, 2022, 82 (12)
  • [2] A Transcriptomic Immunologic Signature Predicts Favorable Outcome in Neoadjuvant Chemotherapy Treated Triple Negative Breast Tumors
    Perez-Pena, Javier
    Fekete, Janos Tibor
    Paez, Raquel
    Baliu-Pique, Mariona
    Angel Garcia-Saenz, Jose
    Garcia-Barberan, Vanesa
    Manzano, Aranzazu
    Perez-Segura, Pedro
    Esparis-Ogando, Azucena
    Pandiella, Atanasio
    Gyorffy, Balazs
    Ocana, Alberto
    FRONTIERS IN IMMUNOLOGY, 2019, 10
  • [3] A gene signature for predicting outcome in patients with basal-like breast cancer
    Hallett, Robin M.
    Dvorkin-Gheva, Anna
    Bane, Anita
    Hassell, John A.
    CANCER RESEARCH, 2012, 72
  • [4] A Gene Signature for Predicting Outcome in Patients with Basal-like Breast Cancer
    Robin M. Hallett
    Anna Dvorkin-Gheva
    Anita Bane
    John A. Hassell
    Scientific Reports, 2
  • [5] A Gene Signature for Predicting Outcome in Patients with Basal-like Breast Cancer
    Hallett, Robin M.
    Dvorkin-Gheva, Anna
    Bane, Anita
    Hassell, John A.
    SCIENTIFIC REPORTS, 2012, 2
  • [6] KIT is highly expressed in adenoid cystic carcinoma of the breast, a basal-like carcinoma associated with a favorable outcome
    Azoulay, S
    Laé, M
    Fréneaux, P
    Merle, S
    Al Ghuzlan, A
    Chnecker, C
    Rosty, C
    Klijanienko, J
    Sigal-Zafrani, B
    Salmon, R
    Fourquet, A
    Sastre-Garau, X
    Vincent-Salomon, A
    MODERN PATHOLOGY, 2005, 18 (12) : 1623 - 1631
  • [7] Basal-like breast carcinomas: clinical outcome with chemotherapy.
    Banerjee, SN
    Reis, JS
    Ashley, S
    Steele, D
    Ashworth, A
    Lakhani, S
    Smith, IE
    BREAST CANCER RESEARCH AND TREATMENT, 2005, 94 : S125 - S125
  • [8] Basal-like breast carcinomas: clinical outcome and response to chemotherapy
    Banerjee, S.
    Reis-Filho, J. S.
    Ashley, S.
    Steele, D.
    Ashworth, A.
    Lakhani, S. R.
    Smith, I. E.
    JOURNAL OF CLINICAL PATHOLOGY, 2006, 59 (07) : 729 - 735
  • [10] A transcriptomic immunologic signature predicts favorable outcome in neoadjuvant chemotherapy treated triple negative breast tumours
    Perez-Pena, J.
    Fekete, J. T.
    Paez, R.
    Garcia-Saenz, J. A.
    Garcia-Barberan, V.
    Perez-Segura, P.
    Pandiella, A.
    Gyorffy, B.
    Ocana, A.
    Manzano, A.
    ANNALS OF ONCOLOGY, 2019, 30