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

**Authors:** 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, Thanh Sang Tran, Truong-Vinh Ngoc Pham, Minh-Triet Le, Hoa Giang, Hoai Nghia Nguyen, Minh-Duy Phan, Le Son Tran

PMC · DOI: 10.3389/fimmu.2026.1686224 · Frontiers in Immunology · 2026-02-18

## TL;DR

This study identifies shared neoantigens in colorectal cancer that can be used for off-the-shelf vaccines, showing strong HLA coverage and immune response in diverse populations.

## Contribution

The study introduces a population-tailored neoantigen panel for colorectal cancer with broad HLA coverage and functional validation.

## Key findings

- The panel achieved over 90% population coverage in both Asian and Caucasian groups.
- 58% of Vietnamese CRC patients had at least one matched neoantigen.
- TP53_R273H showed robust CD8+ T-cell responses and memory-like immune signatures.

## Abstract

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.

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.

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+ T-cell responses against TP53_R273H. Neoantigen-reactive T cells exhibited transcriptional signatures consistent with cytotoxic effector function and stem-like memory phenotypes.

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.

## Linked entities

- **Genes:** TP53 (tumor protein p53) [NCBI Gene 7157]
- **Diseases:** colorectal cancer (MONDO:0005575)

## Full-text entities

- **Genes:** LEF1 (lymphoid enhancer binding factor 1) [NCBI Gene 51176] {aka ECTD1, ECTD17, LEF-1, TCF10, TCF1ALPHA, TCF7L3}, APC (APC regulator of Wnt signaling pathway) [NCBI Gene 324] {aka BTPS2, DESMD, DP2, DP2.5, DP3, GS}, GZMA (granzyme A) [NCBI Gene 3001] {aka CTLA3, HFSP}, HLA-C (major histocompatibility complex, class I, C) [NCBI Gene 3107] {aka D6S204, HLA-JY3, HLAC, HLC-C, MHC, PSORS1}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, CSF2 (colony stimulating factor 2) [NCBI Gene 1437] {aka CSF, GMCSF}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, CD69 (CD69 molecule) [NCBI Gene 969] {aka AIM, BL-AC/P26, CLEC2C, EA1, GP32/28, MLR-3}, TWSG1 (twisted gastrulation BMP signaling modulator 1) [NCBI Gene 57045] {aka TSG}, CD86 (CD86 molecule) [NCBI Gene 942] {aka B7-2, B7.2, B70, BU63, CD28LG2, CD86 v6}, PRF1 (perforin 1) [NCBI Gene 5551] {aka HPLH2, P1, PFP}, TFRC (transferrin receptor) [NCBI Gene 7037] {aka CD71, IMD46, T9, TFR, TFR1, TR}, NKG7 (natural killer cell granule protein 7) [NCBI Gene 4818] {aka GIG1, GMP-17, p15-TIA-1}, CCR7 (C-C motif chemokine receptor 7) [NCBI Gene 1236] {aka BLR2, CC-CKR-7, CCR-7, CD197, CDw197, CMKBR7}, TCF7 (transcription factor 7) [NCBI Gene 6932] {aka TCF-1}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, GZMB (granzyme B) [NCBI Gene 3002] {aka C11, CCPI, CGL-1, CGL1, CSP-B, CSPB}, IL7R (interleukin 7 receptor) [NCBI Gene 3575] {aka CD127, CDW127, IL-7R-alpha, IL-7Ralpha, IL7RA, IL7Ralpha}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, BRAF (B-Raf proto-oncogene, serine/threonine kinase) [NCBI Gene 673] {aka B-RAF1, B-raf, BRAF-1, BRAF1, NS7, RAFB1}, IL21 (interleukin 21) [NCBI Gene 59067] {aka CVID11, IL-21, Za11}, HLA-A (major histocompatibility complex, class I, A) [NCBI Gene 3105] {aka HLAA}, IL4 (interleukin 4) [NCBI Gene 3565] {aka BCGF-1, BCGF1, BSF-1, BSF1, IL-4}, HLA-B (major histocompatibility complex, class I, B) [NCBI Gene 3106] {aka AS, B-4901, HLAB}, TRBV20OR9-2 (T cell receptor beta variable 20/OR9-2 (non-functional)) [NCBI Gene 6962] {aka CDR3, TCRBV20S2, TCRBV2O, TCRBV2S2O}, ERG (ETS transcription factor ERG) [NCBI Gene 2078] {aka LMPHM14, erg-3, p55}, ARID1A (AT-rich interaction domain 1A) [NCBI Gene 8289] {aka B120, BAF250, BAF250a, BM029, C1orf4, CSS2}, RNF43 (ring finger protein 43) [NCBI Gene 54894] {aka RNF124, SSPCS, URCC}, IL7 (interleukin 7) [NCBI Gene 3574] {aka IL-7, IMD130}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, CD80 (CD80 molecule) [NCBI Gene 941] {aka B7, B7-1, B7.1, BB1, CD28LG, CD28LG1}, IL15 (interleukin 15) [NCBI Gene 3600] {aka IL-15}, PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 5290] {aka CCM4, CLAPO, CLOVE, CWS5, HMH, MCAP}, AKAP9 (A-kinase anchoring protein 9) [NCBI Gene 10142] {aka AKAP-9, AKAP350, AKAP450, CG-NAP, HYPERION, LQT11}, TCF7L2 (transcription factor 7 like 2) [NCBI Gene 6934] {aka TCF-4, TCF4}
- **Diseases:** immune dysfunction (MESH:D007154), Cancer (MESH:D009369), PN (MESH:C565820), MSI-H (MESH:D053842), toxicity (MESH:D064420), melanoma (MESH:D008545), CRC (MESH:D015179), OTS (MESH:C531754), COAD (MESH:D003110), non-small cell lung cancer (MESH:D002289), oncogenes (MESH:D000074723), tumorigenesis (MESH:D063646)
- **Chemicals:** nitrogen (MESH:D009584), AIM-V medium (-), HEPES (MESH:D006531), Heparin (MESH:D006493), Poly(A) (MESH:D011061), DMSO (MESH:D004121), LPS (MESH:D008070)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** G12D, R273C, L200X, G13D, E545K, R273H, G1848X, K39X, V600E, R175H, G12C, G659Vfs, Y220C, A454X
- **Cell lines:** MONO-27 — Homo sapiens (Human), Childhood acute myeloid leukemia, Cancer cell line (CVCL_A654)

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12957132/full.md

## References

47 references — full list in the complete paper: https://tomesphere.com/paper/PMC12957132/full.md

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Source: https://tomesphere.com/paper/PMC12957132