Pervasiveness of HLA allele-specific expression loss across tumor types

被引:7
|
作者
Filip, Ioan [1 ]
Wang, Anqi [1 ]
Kravets, Oleksandr [1 ]
Orenbuch, Rose [1 ,2 ]
Zhao, Junfei [1 ]
Perea-Chamblee, Tomin E. E. [1 ]
Manji, Gulam A. A. [3 ]
de Maturana, Evangelina Lopez [4 ,5 ]
Malats, Nuria [4 ,5 ]
Olive, Kenneth P. P. [6 ]
Rabadan, Raul [1 ,7 ]
机构
[1] Columbia Univ, Dept Syst Biol, Program Math Genom, New York, NY 10027 USA
[2] Harvard Med Sch, Syst Biol, Boston, MA USA
[3] Columbia Univ, Dept Med, Div Hematol & Oncol, New York, NY USA
[4] Spanish Natl Canc Res Ctr CNIO, Genet & Mol Epidemiol Grp, Madrid, Spain
[5] CIBERONC, Madrid, Spain
[6] Columbia Univ, Dept Med, Div Digest & Liver Dis, New York, NY USA
[7] Columbia Univ, Dept Biomed Informat, New York, NY 10027 USA
基金
美国国家卫生研究院;
关键词
HLA; Allele-specific expression; Loss of heterogeneity; Pan-cancer analysis; Pancreatic cancer; Immunotherapy; CLASS-I EXPRESSION; CANCER; ANTIGENS; SUBTYPES; ESCAPE;
D O I
10.1186/s13073-023-01154-x
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background Efficient presentation of mutant peptide fragments by the human leukocyte antigen class I (HLA-I) genes is necessary for immune-mediated killing of cancer cells. According to recent reports, patient HLA-I genotypes can impact the efficacy of cancer immunotherapy, and the somatic loss of HLA-I heterozygosity has been established as a factor in immune evasion. While global deregulated expression of HLA-I has also been reported in different tumor types, the role of HLA-I allele-specific expression loss - that is, the preferential RNA expression loss of specific HLA-I alleles - has not been fully characterized in cancer. Methods Here, we use RNA and whole-exome sequencing data to quantify HLA-I allele-specific expression (ASE) in cancer using our novel method arcasHLA- quant. Results We show that HLA-I ASE loss in at least one of the three HLA-I genes is a pervasive phenomenon across TCGA tumor types. In pancreatic adenocarcinoma, tumor-specific HLA-I ASE loss is associated with decreased overall survival specifically in the basal-like subtype, a finding that we validated in an independent cohort through lasercapture microdissection. Additionally, we show that HLA-I ASE loss is associated with poor immunotherapy outcomes in metastatic melanoma through retrospective analyses. Conclusions Together, our results highlight the prevalence of HLA-I ASE loss and provide initial evidence of its clinical significance in cancer prognosis and immunotherapy treatment.
引用
收藏
页数:12
相关论文
共 50 条
  • [41] Nonadditive and allele-specific expression of ghrelin in hybrid tilapia
    Zhong, Huan
    Ren, Bingxin
    Lou, Chenyi
    Zhou, Yi
    Luo, Yongju
    Xiao, Jun
    FRONTIERS IN ENDOCRINOLOGY, 2023, 14
  • [42] Definition of allele-specific peptide motifs to estimate the severity of HLA mismatches
    Bade-Doeding, C
    Elsner, HA
    Eiz-Vesper, B
    Seltsam, A
    Blasczyk, R
    HUMAN IMMUNOLOGY, 2004, 65 : S69 - S69
  • [43] Allele-specific expression changes dynamically during T cell activation in HLA and other autoimmune loci
    Maria Gutierrez-Arcelus
    Yuriy Baglaenko
    Jatin Arora
    Susan Hannes
    Yang Luo
    Tiffany Amariuta
    Nikola Teslovich
    Deepak A. Rao
    Joerg Ermann
    A. Helena Jonsson
    Cristina Navarrete
    Stephen S. Rich
    Kent D. Taylor
    Jerome I. Rotter
    Peter K. Gregersen
    Tonu Esko
    Michael B. Brenner
    Soumya Raychaudhuri
    Nature Genetics, 2020, 52 : 247 - 253
  • [44] Allele-specific expression changes dynamically during T cell activation in HLA and other autoimmune loci
    Gutierrez-Arcelus, Maria
    Baglaenko, Yuriy
    Arora, Jatin
    Hannes, Susan
    Luo, Yang
    Amariuta, Tiffany
    Teslovich, Nikola
    Rao, Deepak A.
    Ermann, Joerg
    Jonsson, A. Helena
    Navarrete, Cristina
    Rich, Stephen S.
    Taylor, Kent D.
    Rotter, Jerome I.
    Gregersen, Peter K.
    Esko, Tonu
    Brenner, Michael B.
    Raychaudhuri, Soumya
    NATURE GENETICS, 2020, 52 (03) : 247 - +
  • [45] Allele-specific targeting of microRNAs to HLA-G and risk of asthma
    Tan, Zheng
    Randall, Glenn
    Fan, Jihua
    Camoretti-Mercado, Blanca
    Brockman-Schneider, Rebecca
    Pan, Lin
    Solway, Julian
    Gern, James E.
    Lemanske, Robert F., Jr.
    Nicolae, Dan
    Ober, Carole
    AMERICAN JOURNAL OF HUMAN GENETICS, 2007, 81 (04) : 829 - 834
  • [46] Identification of allele-specific HLA class II alloantibodies: Paradigm or paradox
    Bray, RA
    Wilmoth-Hosey, L
    Chapman, P
    Holcomb, JE
    Gebel, HM
    HUMAN IMMUNOLOGY, 2004, 65 : S39 - S39
  • [47] Pyrosequencing for the rapid and efficient quantification of allele-specific expression
    Yang, Bing
    Wagner, Jennifer
    Yao, Tianyu
    Damaschke, Nathan
    Jarrard, David F.
    EPIGENETICS, 2013, 8 (10) : 1039 - 1042
  • [48] ALLELE-SPECIFIC PEPTIDE LIGAND MOTIFS OF HLA-C MOLECULES
    FALK, K
    ROTZSCHKE, O
    GRAHOVAC, B
    SCHENDEL, D
    STEVANOVIC, S
    GNAU, V
    JUNG, G
    STROMINGER, JL
    RAMMENSEE, HG
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1993, 90 (24) : 12005 - 12009
  • [49] Global Analysis of Allele-Specific Expression in Arabidopsis thaliana
    Zhang, Xu
    Borevitz, Justin O.
    GENETICS, 2009, 182 (04) : 943 - 954
  • [50] Allele-specific expression: applications in cancer and technical considerations
    Daniela Robles-Espinoza, Carla
    Mohammadi, Pejman
    Bonilla, Ximena
    Gutierrez-Arcelus, Maria
    CURRENT OPINION IN GENETICS & DEVELOPMENT, 2021, 66 : 10 - 19