Evidence map›Paper›PMID 41146520›Full record

ArticleClinical and molecular hepatology2026

Integrative multi-omics profiling identifies infiltrative hepatocellular carcinoma as an immunotherapy-resistant subtype with distinct molecular features.

Won Suk Lee, Seonjeong Woo, Sung Hwan Lee, Gae Hoon Jo, Ilhwan Kim, Hyeyeong Kim, Chansik An, Sanghoon Jung, Gwangil Kim, Haeyoun Kang and 16 more

Abstract read
In one paragraph

Article in Clinical and molecular hepatology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

26 authors.

Won Suk LeeMedical Oncology, Department of Internal Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Seonjeong WooDepartment of Life Science, CHA University, Seongnam, Korea.
Sung Hwan LeeDepartment of Surgery, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Gae Hoon JoDepartment of Life Science, CHA University, Seongnam, Korea.
Ilhwan KimDivision of Oncology, Department of Internal Medicine, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Korea.
Hyeyeong KimDepartment of Internal Medicine, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea.
Chansik AnDepartment of Radiology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Sanghoon JungDepartment of Radiology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Gwangil KimDepartment of Pathology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Haeyoun KangDepartment of Pathology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Beodeul KangMedical Oncology, Department of Internal Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Jung Sun KimMedical Oncology, Department of Internal Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Ho Yeong LimMedical Oncology, Department of Internal Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Incheon KangDepartment of Surgery, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Hannah YangMedical Oncology, Department of Internal Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
So Jung KongMedical Oncology, Department of Internal Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Dahyeon SonMedical Oncology, Department of Internal Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Dong Jun ShinDepartment of Life Science, CHA University, Seongnam, Korea.
Woo Young KwonDepartment of Surgery, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Da-Yeon LeeDepartment of Life Science, CHA University, Seongnam, Korea.
Ju-Seog LeeDepartment of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Junho ParkDepartment of Medical Science, CHA University School of Medicine, Seongnam, Korea.
Youngsoo KimAdvanced Omics Center, CHA Bundang Medical Center, Seongnam, Korea.
Sohyun HwangDepartment of Pathology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Chan KimMedical Oncology, Department of Internal Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Hong Jae ChonMedical Oncology, Department of Internal Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.

Funding

BORYUNG Co.Boryung PharmaceuticalsDongA STKorea Health Industry Development InstituteMinistry of Education RS-2019-NR040073Ministry of Health and Welfare RS-2024-00438843Ministry of Science and ICTNational Research Foundation of Korea 2023R1A2C2004339National Research Foundation of Korea RS-2023-NR076871OncocrossRocheSillaJenVirocure
6 · The paper itself

Abstract

BACKGROUND/

aimsHepatocellular carcinoma (HCC) exhibits substantial morphological and biological heterogeneity. Clinical and molecular relevance of the infiltrative subtype remains poorly defined in the context of cancer immunotherapy. We aimed to evaluate the prognostic impact and molecular features of infiltrative HCC in patients treated with first-line atezolizumab plus bevacizumab (Ate/Bev).

methodsWe included 307 patients with advanced HCC treated with Ate/Bev and classified them into four gross morphological types based on imaging. Multi-omics profiling was conducted on tumor samples. Type IV infiltrative signature was derived and externally validated using five independent HCC cohorts, including IMbrave150.

resultsInfiltrative morphology, encompassing pure and mixed forms, was present in 42.7% of advanced HCC and associated with advanced disease features and compromised liver function. Patients with type IV infiltrative HCC showed lowest objective response rate (14.6%) and worst progression-free (median, 2.8 months) and overall survival (median, 7.1 months). Infiltrative morphology remained an independent predictor of poor outcomes after multivariable adjustment for confounders, including intrahepatic tumor extent. Genomic profiling revealed enriched TP53 and ATM loss-of-function mutations in type IV infiltrative HCC. Transcriptomic and proteomic analyses identified consistent activation of tumor proliferation, epithelial-mesenchymal transition, TGF-β signaling, and immunosuppressive pathways in type IV infiltrative HCC. Type IV infiltrative signature was significantly associated with poor survival across external datasets and retained independent prognostic value.

conclusionsInfiltrative HCC is a clinically aggressive and molecularly distinct subtype of advanced HCC. Morphological classification and type IV infiltrative signatures may guide risk stratification and therapeutic decision-making in advanced HCC treated with immunotherapy.

Indexed as

Carcinoma, HepatocellularDrug Resistance, NeoplasmLiver NeoplasmsAgedAntibodies, Monoclonal, HumanizedBevacizumabFemaleGene Expression ProfilingHumansImmunotherapyMaleMiddle AgedMultiomicsPrognosisTumor Suppressor Protein p53Antibodies, Monoclonal, HumanizedatezolizumabBevacizumabTumor Suppressor Protein p53Advanced hepatocellular carcinomaGross classificationImmunotherapyInfiltrative morphologyMultiomics analysis

Identifiers

PMID41146520
PMCPMC12835808

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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.