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.
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页数:12
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