Evidence map›Paper›PMID 41789101›Full record

ArticleFrontiers in immunology2026

Identification of public neoantigens with broad HLA class I coverage as candidates for off-the-shelf cancer vaccine development in colorectal cancer.

Diem Tp Tran, Bui Que Tran Nguyen, Huu Thinh Nguyen, Thi Mong Quynh Pham, Dinh Viet Linh Nguyen, Thanh Nhan Nguyen, Thi Kim Cuong Ho, Vy Nguyen, Pham Trung Dung Nguyen, Duc Huy Tran and 7 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Diem Tp Tran *Department of Immunotherapy, Medical Genetics Institute, Ho Chi Minh City, Vietnam.
Bui Que Tran Nguyen *Department of Genetics, Faculty of Biology and Biotechnology, University of Science, Viet Nam national University Ho Chi Minh city (VNUHCM), Ho Chi Minh City, Vietnam.
Huu Thinh NguyenUniversity Medical Center Ho Chi Minh (HCM), Ho Chi Minh City, Vietnam.
Thi Mong Quynh PhamDepartment of Immunotherapy, Medical Genetics Institute, Ho Chi Minh City, Vietnam.
Dinh Viet Linh NguyenDepartment of Immunotherapy, Medical Genetics Institute, Ho Chi Minh City, Vietnam.
Thanh Nhan NguyenDepartment of Immunotherapy, Medical Genetics Institute, Ho Chi Minh City, Vietnam.
Thi Kim Cuong HoDepartment of Immunotherapy, Medical Genetics Institute, Ho Chi Minh City, Vietnam.
Vy NguyenDepartment of Immunotherapy, Medical Genetics Institute, Ho Chi Minh City, Vietnam.
Pham Trung Dung NguyenDepartment of Immunotherapy, Medical Genetics Institute, Ho Chi Minh City, Vietnam.
Duc Huy TranUniversity Medical Center Ho Chi Minh (HCM), Ho Chi Minh City, Vietnam.
Thanh Sang TranUniversity Medical Center Ho Chi Minh (HCM), Ho Chi Minh City, Vietnam.
Truong-Vinh Ngoc PhamUniversity Medical Center Ho Chi Minh (HCM), Ho Chi Minh City, Vietnam.
Minh-Triet LeUniversity Medical Center Ho Chi Minh (HCM), Ho Chi Minh City, Vietnam.
Hoa GiangDepartment of Immunotherapy, Medical Genetics Institute, Ho Chi Minh City, Vietnam.
Hoai Nghia NguyenDepartment of Immunotherapy, Medical Genetics Institute, Ho Chi Minh City, Vietnam.
Minh-Duy PhanDepartment of Immunotherapy, Medical Genetics Institute, Ho Chi Minh City, Vietnam.
Le Son TranDepartment of Immunotherapy, Medical Genetics Institute, Ho Chi Minh City, Vietnam.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Shared neoantigens derived from recurrent mutations represent promising targets for off-the-shelf (OTS) cancer immunotherapies; however, their clinical utility is often constrained by population-specific HLA diversity and variable immunogenicity. There remains a need for population-tailored neoantigen panels with broad HLA coverage and functional validation. Methods: We developed a colorectal cancer (CRC)-specific OTS neoantigen panel by integrating TCGA mutation data with HLA class I binding predictions across 68 alleles (18 HLA-A, 34 HLA-B, and 16 HLA-C), covering both Asian and Caucasian populations. Candidate neoantigens were evaluated in a Vietnamese CRC cohort (n = 67) based on mutation and HLA matching. Functional immunogenicity was assessed in patient-derived CD8⁺ T cells using IFN-γ ELISpot assays and single-cell RNA sequencing. Results: The resulting panel comprised 73 recurrent nonsynonymous mutations, each generating at least one predicted HLA-I-restricted neoepitope, achieving >90% population coverage in both Asian and Caucasian groups. In the Vietnamese CRC cohort, 58% of patients harbored at least one matched neoantigen, with mutation frequency strongly correlating with predicted HLA presentation, particularly for HLA-A alleles. Functional validation in seven patients demonstrated robust CD8 Discussion: These findings identify TP53_R273H as a clinically relevant shared neoantigen in CRC and support the translational feasibility of a population-tailored OTS neoantigen panel. Our integrative computational and experimental framework highlights the importance of combining population-level HLA coverage with functional validation to advance broadly applicable neoantigen-based immunotherapies.

Indexed as

Antigens, NeoplasmCancer VaccinesColorectal NeoplasmsHistocompatibility Antigens Class ICD8-Positive T-LymphocytesHumansMutationAntigens, NeoplasmCancer VaccinesHistocompatibility Antigens Class Icolorectal cancer (CRC)immunotherapyoff-the-shelf neoantigensshared neoantigensvaccine

Identifiers

PMID41789101
PMCPMC12957132

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.