Evidence map›Paper›PMID 42689129›Full record

ReviewFrontiers in oncology2026

Tissue and blood-based predictive biomarkers in hepatocellular carcinoma immunotherapy: synthesis of 2023-2026 evidence and a proposed clinical integration framework.

Ashish Sharma, Joecelyn Kirani Tan, Rajvardhan Sisodia, Harendra Kumar, Hareesha Rishab Bharadwaj, Sneh Sonaiya, Yash Shah, Hassam Ali, Arkadeep Dhali, Rahman Hameed Mohammed Abdul and 4 more

Abstract readReview
In one paragraph

Review in Frontiers in oncology, 2026. 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

14 authors.

Ashish SharmaDepartment of Internal Medicine, Yale New Haven Hospital, New Haven, CT, United States.
Joecelyn Kirani TanFaculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom.
Rajvardhan SisodiaDepartment of Internal Medicine, Mahatma Gandhi Memorial Medical College, Indore, Madhya, India.
Harendra KumarDepartment of Medicine, Mayo Clinic, Rochester, MN, United States.
Hareesha Rishab BharadwajDepartment of Internal Medicine, Royal Stoke University Hospital, University, Hospitals of North Midlands NHS, Stoke-on-Trent, Staffordshire, United Kingdom.
Sneh SonaiyaDepartment of Internal Medicine, University of Nevada, Las Vegas, NV, United States.
Yash ShahDepartment of Gastroenterology and Hepatology, University of Arkansas for Medical Sciences, Little Rock, AK, United States.
Hassam AliDepartment of Gastroenterology, Hepatology and Nutrition, East Carolina University/Brody School of Medicine, Greenville, NC, United States.
Arkadeep DhaliAcademic Unit of Gastroenterology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, United Kingdom.
Rahman Hameed Mohammed AbdulDepartment of Gastroenterology, Kings Mill Hospital, Sherwood Forest Hospitals NHS Foundation Trust, Sutton-in-Ashfield, Nottinghamshire, United Kingdom.
Sajjad Ahmad KhanDepartment of Internal Medicine, Birat Medical College Teaching Hospital, Morang, Nepal.
Saqr AlsakarnehDepartment of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, United States.
Dushyant Singh DahiyaDivision of Gastroenterology, Hepatology & Motility, The University of Kansas School of Medicine, Kansas City, KS, United States.
Saikat MandalNottingham Digestive Diseases Centre, School of Medicine, University of Nottingham, Nottingham, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Atezolizumab-bevacizumab and durvalumab-tremelimumab have established immunotherapy as a first-line standard of care in advanced hepatocellular carcinoma (HCC). Yet, objective response rates (ORRs) remain confined to approximately 15-20%, and no validated predictive biomarker exists for patient selection. Unlike melanoma and lung cancer, conventional markers, including programmed death-ligand 1, microsatellite instability-high status, and tumor mutational burden, have not demonstrated reliable predictive value in HCC. Prior narrative reviews comprehensively catalogued the biomarker landscape through 2022 but predate a wave of clinically significant publications. This narrative review synthesizes evidence published between 2020 and 2026, with particular emphasis on 2023-2026 data, within a unified clinical framework not provided by prior reviews. We critically evaluate tissue-based biomarkers, including the AI-derived Atezolizumab-Bevacizumab Response Signature-Pathology model, spatial multiplex immunohistochemistry, and β-catenin mutational profiling; blood-based biomarkers encompassing circulating tumor DNA for minimal residual disease detection and peripheral immune phenotyping; and serum indices including the CRAFITY score and neutrophil-to-lymphocyte ratio. Hepatitis B virus etiology and non-alcoholic steatohepatitis are discussed as biological modifiers of biomarker performance. We propose an original biomarker-guided clinical algorithm, a comparative clinical readiness table, and a disease-continuum biomarker timeline as practical tools for clinicians and trialists. Prospective biomarker-enrichment trials represent the most critical next step toward clinical translation.

Indexed as

ABRS-Pcirculating tumor DNAhepatocellular carcinomaimmune checkpoint inhibitorsimmunotherapypredictive biomarkerstumor microenvironment

Identifiers

PMID42689129
PMCPMC13536895

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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.