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
  • [31] Natural variations of heterosis-related allele-specific expression genes in promoter regions lead to allele-specific expression in maize
    Zhan, Weimin
    Cui, Lianhua
    Yang, Shuling
    Zhang, Kangni
    Zhang, Yanpei
    Yang, Jianping
    BMC GENOMICS, 2024, 25 (01):
  • [32] HLA ALLELE-SPECIFIC ANTIBODIES AND THEIR POTENTIAL SIGNIFICANCE IN TRANSPLANTATION.
    Bhatia, Priya
    Oppermann, Maria
    Kurbegovic-Skaljic, Ina
    Prod, Michele
    Piggott, Sylvia
    Kanangat, Siva
    HUMAN IMMUNOLOGY, 2013, 74 : 67 - 67
  • [33] HLA allele-specific expression: Methods, disease associations, and relevance in hematopoietic stem cell transplantation
    Johansson, Tiira
    Partanen, Jukka
    Saavalainen, Paeivi
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [34] Allele-specific tumor spectrum in Pten knockin mice
    Wang, Hui
    Karikomi, Matt
    Naidu, Shan
    Rajmohan, Ravi
    Caserta, Enrico
    Chen, Hui-Zi
    Rawahneh, Maysoon
    Moffitt, Julie
    Stephens, Julie A.
    Fernandez, Soledad A.
    Weinstein, Michael
    La Perle, Krista
    Stromberg, Paul
    Rosol, Thomas J.
    Eng, Charis
    Ostrowski, Michael C.
    Leone, Gustavo
    CANCER RESEARCH, 2010, 70
  • [35] Allele-specific tumor spectrum in Pten knockin mice
    Wang, Hui
    Karikomi, Matt
    Naidu, Shan
    Rajmohan, Ravi
    Caserta, Enrico
    Chen, Hui-Zi
    Rawahneh, Maysoon
    Moffitt, Julie
    Stephens, Julie A.
    Fernandez, Soledad A.
    Weinstein, Michael
    Wang, Danxin
    Sadee, Wolfgang
    La Perle, Krista
    Stromberg, Paul
    Rosold, Thomas J.
    Eng, Charis
    Ostrowski, Michael C.
    Leone, Gustavo
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (11) : 5142 - 5147
  • [36] Allele Workbench: Transcriptome Pipeline and Interactive Graphics for Allele-Specific Expression
    Soderlund, Carol A.
    Nelson, William M.
    Goff, Stephen A.
    PLOS ONE, 2014, 9 (12):
  • [37] Full-length extension of HLA allele sequences by HLA allele-specific hemizygous Sanger sequencing (SSBT)
    Voorter, Christina E. M.
    Matern, Ben
    Thuong Hien Tran
    Fink, Annette
    Vidan-Jeras, Blanka
    Montanic, Sendi
    Fischer, Gottfried
    Fae, Ingrid
    de Santis, Dianne
    Whidborne, Rebecca
    Andreani, Marco
    Testi, Manuela
    Groeneweg, Mathijs
    Tilanus, Marcel G. J.
    HUMAN IMMUNOLOGY, 2018, 79 (11) : 763 - 772
  • [38] Computational methods for allele-specific expression in single cells
    Qi, Guanghao
    Battle, Alexis
    TRENDS IN GENETICS, 2024, 40 (11) : 939 - 949
  • [39] Allele-Specific Expression of APC in Adenomatous Polyposis Families
    Castellsague, Ester
    Gonzalez, Sara
    Guino, Elisabet
    Stevens, Kristen N.
    Borras, Ester
    Raymond, Victoria M.
    Lazaro, Conxi
    Blanco, Ignacio
    Gruber, Stephen B.
    Capella, Gabriel
    GASTROENTEROLOGY, 2010, 139 (02) : 439 - 447
  • [40] Detection of allele-specific expression in spatial transcriptomics with spASE
    Zou, Luli S.
    Cable, Dylan M.
    Barrera-Lopez, Irving A.
    Zhao, Tongtong
    Murray, Evan
    Aryee, Martin J.
    Chen, Fei
    Irizarry, Rafael A.
    GENOME BIOLOGY, 2024, 25 (01):