Evidence map›Paper›PMID 42549450›Full record

ArticleLiver cancer2026

Acquired Genetic Variants, Not Tumor Mutation Burden, Drive Resistance to Immunotherapy in Hepatocellular Carcinoma.

Jinho Lee, Hye Won Lee, Mi Ri Park, Saeam Shin, Jong Rak Choi, Hye Jung Park, Kyung Joo Cho, Seung-Tae Lee, Jun Yong Park

Abstract read
In one paragraph

Article in Liver cancer, 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

9 authors.

Jinho LeeDepartment of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.
Hye Won LeeDepartment of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.
Mi Ri ParkDepartment of Laboratory Medicine, Graduate School of Medical Science, Brain Korea 21 Project, Yonsei University College of Medicine, Seoul, Republic of Korea.
Saeam ShinDepartment of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.
Jong Rak ChoiDepartment of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.
Hye Jung ParkDepartment of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.
Kyung Joo ChoDepartment of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.
Seung-Tae LeeDepartment of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.
Jun Yong ParkDepartment of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: While immunotherapy has emerged as a promising treatment option, no reliable predictive biomarker has been established for immunotherapy in hepatocellular carcinoma (HCC). In this study, we used genetic analyses to verify the prognostic significance of tumor mutation burden (TMB) in HCC and to search for other cancer characteristics related to prognosis. Methods: Patients with HCC who received a combined therapy of atezolizumab and bevacizumab were prospectively enrolled between July 2020 and April 2023. Circulating tumor DNA analysis was performed using next-generation sequencing before immunotherapy (baseline) and 3 weeks after initiation of immunotherapy (follow-up), from which we retrieved non-synonymous baseline, follow-up, vanished (detected only at baseline), and acquired (detected only at follow-up) variants. Gene sets related to cancer hallmarks and representative oncogenic pathways were curated. Results: Forty-two patients were enrolled in this study. Higher TMB was not correlated with better prognosis. Instead, it showed an inverse relationship, with higher baseline TMB significantly associated with shorter progression-free survival (PFS) (median 2.73 vs. 9.17 months, Conclusion: In HCC, TMB is not a reliable predictive biomarker for immunotherapy. Instead, the emergence of acquired genetic variants in the Wnt/β-catenin and chromatin remodeling pathways act as a key driver of resistance.

Indexed as

ATP-dependent chromatin remodelingHepatocellular carcinomaImmunotherapyTumor mutation burdenWnt/β-catenin signaling

Identifiers

PMID42549450
PMCPMC13432956

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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.