Evidence map›Paper›PMID 41784875›Full record

ReviewInternational journal of clinical oncology2026

Beyond tumor mutational burden: a framework for immune-checkpoint blockade responsiveness in gastrointestinal cancers.

Kimihiro Yamashita, Mitsugu Fujita, Masafumi Saito, Junko Mukohyama, Kumiko Miyashita, Taro Ikeda, Yasufumi Kostrzewa, Tomoaki Aoki, Hitoshi Harada, Yasunori Otowa and 6 more

Abstract readReview
PubMed Publisher
In one paragraph

Review in International journal of clinical oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
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

16 authors.

Kimihiro YamashitaDepartment of Biophysics, Graduate School of Health Sciences, Kobe University, 7-10-2, Tomogaoka, Suma-ku, Kobe, Hyogo, 654-0142, Japan. kiyama@med.kobe-u.ac.jp.ORCID http://orcid.org/0000-0002-4208-7138
Mitsugu FujitaCenter for Medical Education and Clinical Training, Faculty of Medicine, Kindai University, Higashiosaka, Osaka, 577-8502, Japan.
Masafumi SaitoDepartment of Immunology and Microbiology, National Defense Medical College, Tokorozawa, Saitama, 359-8513, Japan.
Junko MukohyamaDepartment of Surgery, The Institute of Medical Science, The University of Tokyo, Minato-Ku, Tokyo, 108-0071, Japan.
Kumiko MiyashitaDepartment of Biophysics, Graduate School of Health Sciences, Kobe University, 7-10-2, Tomogaoka, Suma-ku, Kobe, Hyogo, 654-0142, Japan.
Taro IkedaDivision of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe, Hyogo, 650-0017, Japan.
Yasufumi KostrzewaDivision of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe, Hyogo, 650-0017, Japan.
Tomoaki AokiDivision of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe, Hyogo, 650-0017, Japan.
Hitoshi HaradaDivision of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe, Hyogo, 650-0017, Japan.
Yasunori OtowaDivision of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe, Hyogo, 650-0017, Japan.
Naoki UrakawaDivision of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe, Hyogo, 650-0017, Japan.
Hironobu GotoDivision of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe, Hyogo, 650-0017, Japan.
Hiroshi HasegawaDivision of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe, Hyogo, 650-0017, Japan.
Shingo KanajiDivision of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe, Hyogo, 650-0017, Japan.
Takeru MatsudaDivision of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe, Hyogo, 650-0017, Japan.
Yoshihiro KakejiDivision of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe, Hyogo, 650-0017, Japan.

Funding

Japan Society for the Promotion of Science London 23K08171Japan Society for the Promotion of Science London 24K02519
6 · The paper itself

Abstract

Immune-checkpoint blockade (ICB) elicits profound and durable responses in mismatch repair-deficient (dMMR) or microsatellite instability-high (MSI-H) gastrointestinal (GI) cancers, yet most microsatellite-stable (MSS) cancers derive minimal benefit. This gap reflects the limited ability of tumor mutational burden (TMB)-a widely used ICB biomarker-to capture true tumor immunogenicity. Only a small fraction of somatic mutations generates peptides that are processed, presented on HLA molecules, and recognized by T cells, and this pool is further restricted by defects in antigen-presentation pathways, including interferon unresponsiveness, epigenetic repression, and irreversible loss of B2M or HLA class I. These limitations have shifted attention toward neoantigen quality, defined by the presentability, clonal expression, and structural distinctiveness of mutation-derived peptides. Yet even high-quality neoantigens remain functionally irrelevant when presentation is impaired. To integrate these layers, we propose effective immunogenic burden (EIB) as a conceptual framework that describes the state in which tumor mutations generate high-quality neoantigen peptides that are successfully presented on HLA molecules for T-cell recognition. By integrating neoantigen quality and antigen-presentation capacity beyond TMB, EIB provides a clinically interpretable basis for understanding heterogeneous responses to ICB in GI cancers.

Indexed as

Antigen presentationGastrointestinal cancerImmune-checkpoint blockadeNeoantigen qualityTumor immunogenicity

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.