Evidence map›Paper›PMID 41120127›Full record

ArticleJournal for immunotherapy of cancer2025

Pan-microbial serological repertoire as a biomarker of immunotherapy response in hepatocellular carcinoma.

Shay Behrens, Whitney Leet Do, Limin Wang, Mahler Revsine, Evan Maestri, Aleesha Jacob, Ching-Wen Chang, Marshonna Forgues, Atlas Mashayekhi Sardoo, Anuradha Budhu and 5 more

Abstract read
In one paragraph

Article in Journal for immunotherapy of cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

15 authors.

Shay Behrens *Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA.ORCID http://orcid.org/0000-0001-8676-2345
Whitney Leet Do *Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA.
Limin WangLaboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA.
Mahler RevsineLaboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA.
Evan MaestriLaboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA.
Aleesha JacobLaboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA.
Ching-Wen ChangLaboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA.
Marshonna ForguesLaboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA.
Atlas Mashayekhi SardooLaboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA.
Anuradha BudhuLiver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA.
Josepmaria ArgemíLiver Unit and HPB Oncology Area, Clínica Universidad de Navarra, Pamplona, Spain.ORCID http://orcid.org/0000-0003-1696-7753
Miguel SogbeLiver Unit and HPB Oncology Area, Clínica Universidad de Navarra, Pamplona, Spain.
Bruno SangroLiver Unit and HPB Oncology Area, Clínica Universidad de Navarra, Pamplona, Spain.ORCID http://orcid.org/0000-0002-4177-6417
Tim F GretenLiver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA.ORCID http://orcid.org/0000-0002-0806-2535
Xin Wei WangLaboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA xw3u@nih.gov.

Funding

Liver Cancer ProgramZIABC011870 · NCI · DIVISION OF BASIC SCIENCES - NCI · PI WANG, XIN WEI · 2019 to 2025
$10.1M
Molecular signatures for liver cancer diagnosis and treatment stratificationZ01BC010313 · NCI · DIVISION OF BASIC SCIENCES - NCI · PI WANG, XIN WEI · 1999 to 2008
$1.8M
The role of cancer stem cells in liver cancer heterogeneity and subtypesZ01BC010876 · NCI · DIVISION OF BASIC SCIENCES - NCI · PI WANG, XIN · 2008 to 2008
$490k
The identification of human hepatocellular carcinoma metastasis genesZ01BC010877 · NCI · DIVISION OF BASIC SCIENCES - NCI · PI WANG, XIN · 2008 to 2008
$327k
Intramural NIH HHS Z01 BC010313Intramural NIH HHS Z01 BC010876Intramural NIH HHS Z01 BC010877Intramural NIH HHS ZIA BC011870
6 · The paper itself

Abstract

Immune checkpoint inhibition (ICI) has become a first-line treatment strategy for advanced hepatocellular carcinoma (HCC). However, treatment efficacy remains varied, and there are no reliable biomarkers of response. We used phage immunoprecipitation sequencing technology to measure circulating viral and bacterial antibodies as a biomarker of ICI response. The XGBoost Cox-proportional hazard model identified 23 viral and bacterial strains associated with survival. An antigen score developed from the 23 reactive microbial peptides significantly predicted overall survival (HR: 81.7, [95% CI]: 9.88 to 10,690.96, p<0.0001) and a high antigen score was predictive of progressive disease (HR: 4.03, [95% CI]: 0.78 to 20.87, p=0.09). The time-dependent area under the curve was 0.8 at 1 year. Findings were validated in an independent cohort and confirmed the antigen score association with survival (HR: 2.38, [95% CI 0.98 to 5.76, p=0.055). Our results suggest a unique microbial reactivity profile may serve as a potential biomarker of ICI response in patients with HCC.

Indexed as

Biomarkers, TumorCarcinoma, HepatocellularImmune Checkpoint InhibitorsImmunotherapyLiver NeoplasmsAgedFemaleHumansMaleMiddle AgedBiomarkers, TumorImmune Checkpoint InhibitorsBiomarkerHepatocellular CarcinomaImmunotherapy

Identifiers

PMID41120127
PMCPMC12542701

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.