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We would like to acknowledge the contributions of Christopher Edlund, the Center for Inherited Disease Research, and the University of Southern California Molecular Genomics Core to the generation and quality control of germline genotype data. We thank CERCA Programme, Generalitat de Catalunya for institutional support.r The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was supported in part by R01 CA197350, R01 CA081488, P30 CA014089, R01 CA263318, and a generous gift from Daniel and MaryAnn Fong. VM had the support of the Agency for Management of University and Research Grants (AGAUR) of the Catalan Government grant 2017SGR723, the Instituto de Salud Carlos III, co-funded by FEDER funds -a way to build Europe- grants PI17-00092 and the Spanish Association Against Cancer (AECC) Scientific Foundation grant GCTRA18022MORE.

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Moreno, VAuthor

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January 11, 2024
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Heterozygote advantage at HLA class I and II loci and reduced risk of colorectal cancer

Publicated to:Frontiers In Immunology. 14 1268117- - 2023-10-24 14(), DOI: 10.3389/fimmu.2023.1268117

Authors: Tsai, YY; Qu, CX; Bonner, JD; Sanz-Pamplona, R; Lindsey, SS; Melas, M; Mcdonnell, KJ; Idos, GE; Walker, CP; Tsang, KK; Da Silva, DM; Moratalla-Navarro, F; Maoz, A; Rennert, HS; Kast, WM; Greenson, JK; Moreno, V; Rennert, G; Gruber, SB; Schmit, SL

Affiliations

Bellvitge Biomed Res Inst IDIBELL, ONCOBELL Program, Barcelona, Spain - Author
Case Comprehens Canc Ctr, Populat & Canc Prevent Program, Cleveland, OH 44106 USA - Author
Catalan Inst Oncol ICO, Barcelona, Spain - Author
City Hope Natl Med Ctr, Ctr Precis Med, Duarte, CA USA - Author
Cleveland Clin, Genom Med Inst, Cleveland, OH 44195 USA - Author
Consortium Biomed Res Epidemiol & Publ Hlth CIBERE, Madrid, Spain - Author
Dana Farber Canc Inst, Dept Med Oncol, Boston, MA USA - Author
Harvard Med Sch, Boston, MA USA - Author
Hosp Univ Lozano Blesa, ARAID Fdn, Aragon Hlth Res Inst IISA, Aragon Govt, Zaragoza, Spain - Author
New York Genome Ctr, Mol Diagnost, New York, NY USA - Author
Technion & Assoc Promot Res Precis Med APRPM, B Rappaport Fac Med, Haifa, Israel - Author
Univ Barcelona, Fac Med & Hlth Sci, Dept Clin Sci, Barcelona, Spain - Author
Univ Barcelona, Univ Barcelona Inst Complex Syst UBICS, Barcelona, Spain - Author
Univ Michigan, Dept Pathol, Ann Arbor, MI USA - Author
Univ Southern Calif, Norris Comprehens Canc Ctr, Los Angeles, CA USA - Author
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Abstract

ObjectiveReduced diversity at Human Leukocyte Antigen (HLA) loci may adversely affect the host's ability to recognize tumor neoantigens and subsequently increase disease burden. We hypothesized that increased heterozygosity at HLA loci is associated with a reduced risk of developing colorectal cancer (CRC).MethodsWe imputed HLA class I and II four-digit alleles using genotype data from a population-based study of 5,406 cases and 4,635 controls from the Molecular Epidemiology of Colorectal Cancer Study (MECC). Heterozygosity at each HLA locus and the number of heterozygous genotypes at HLA class -I (A, B, and C) and HLA class -II loci (DQB1, DRB1, and DPB1) were quantified. Logistic regression analysis was used to estimate the risk of CRC associated with HLA heterozygosity. Individuals with homozygous genotypes for all loci served as the reference category, and the analyses were adjusted for sex, age, genotyping platform, and ancestry. Further, we investigated associations between HLA diversity and tumor-associated T cell repertoire features, as measured by tumor infiltrating lymphocytes (TILs; N=2,839) and immunosequencing (N=2,357).ResultsIndividuals with all heterozygous genotypes at all three class I genes had a reduced odds of CRC (OR: 0.74; 95% CI: 0.56-0.97, p= 0.031). A similar association was observed for class II loci, with an OR of 0.75 (95% CI: 0.60-0.95, p= 0.016). For class-I and class-II combined, individuals with all heterozygous genotypes had significantly lower odds of developing CRC (OR: 0.66, 95% CI: 0.49-0.87, p= 0.004) than those with 0 or one heterozygous genotype. HLA class I and/or II diversity was associated with higher T cell receptor (TCR) abundance and lower TCR clonality, but results were not statistically significant.ConclusionOur findings support a heterozygote advantage for the HLA class-I and -II loci, indicating an important role for HLA genetic variability in the etiology of CRC.

Keywords

AgedArticleCancer stagingClonal variationColorectal cancerColorectal neoplasmsColorectal tumorControlled studyFemaleGene frequencyGene locusGenetic associationGeneticsGenotypeGenotypingHeterozygosityHeterozygoteHeterozygote advantageHistocompatibility antigens class iHistocompatibility antigens class iiHla a antigenHla antigenHla antigen class 1Hla antigen class 2Hla antigensHla b antigenHla c antigenHla diversityHla dpb1 antigenHla dqb1 antigenHla drb1 antigenHla drb3 antigenHumanHuman leukocyte antigenHumansLymphocyte antigen receptorMajor clinical studyMaleMolecular epidemiologyQuality controlReceptors, antigen, t-cellRisk reductionSingle nucleotide polymorphismT lymphocyteTumor associated leukocyte

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Frontiers In Immunology due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2023, it was in position 37/181, thus managing to position itself as a Q1 (Primer Cuartil), in the category Immunology.

From a relative perspective, and based on the normalized impact indicator calculated from the Field Citation Ratio (FCR) of the Dimensions source, it yields a value of: 1.91, which indicates that, compared to works in the same discipline and in the same year of publication, it ranks as a work cited above average. (source consulted: Dimensions Jul 2025)

Specifically, and according to different indexing agencies, this work has accumulated citations as of 2025-07-22, the following number of citations:

  • WoS: 4
  • Scopus: 5

Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-07-22:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 11.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 11 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 0.75.
  • The number of mentions on the social network X (formerly Twitter): 2 (Altmetric).

Leadership analysis of institutional authors

This work has been carried out with international collaboration, specifically with researchers from: Israel; United States of America.