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Record W4387880038 · doi:10.1101/2023.10.20.563378

Preventing NK cell activation in the damaged liver induced by cabozantinib/PD-1 blockade increases survival in hepatocellular carcinoma models

2023· preprint· en· W4387880038 on OpenAlexfundno aff
Satoru Morita, Hiroto Kikuchi, Grace Birch, Aya Matsui, Atsuyo Morita, Tatsuya Kobayashi, Zhiping Ruan, Peigen Huang, Alexei Hernandez, Erin M. Coyne, Sarah M. Shin, Mark Yarchoan, Mari Mino-Kenudson, Rizwan Romee, Won Jin Ho, Dan G. Duda

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2023
Typepreprint
Languageen
FieldImmunology and Microbiology
TopicImmune Cell Function and Interaction
Canadian institutionsnot available
FundersJapan Society for the Promotion of ScienceDOD Peer Reviewed Cancer Research ProgramNational Institutes of HealthUniversity of TorontoExelixisU.S. Department of Defense
KeywordsCabozantinibHepatocellular carcinomaMedicineImmunotherapyBlockadeImmune systemCancer researchImmune checkpointLiver cancerTumor microenvironmentOncologyInternal medicineCancerImmunologyReceptor

Abstract

fetched live from OpenAlex

Abstract Combining multikinase inhibitors with immune checkpoint blockade improves tumor control in hepatocellular carcinoma (HCC), but survival benefits remain inconsistent. To define this discordance, we integrated COSMIC-312 with orthotopic and autochthonous murine HCC models with or without liver fibrosis. In patients treated with cabozantinib plus atezolizumab, baseline liver function stratified overall survival but not progression-free survival, indicating uncoupling of tumor control from survival. In contrast, sorafenib outcomes tracked with both endpoints, supporting a treatment-specific effect rather than a purely prognostic effect of liver status. In murine HCC models, cabozantinib plus PD-1 blockade induced comparable tumor regression regardless of liver condition, but improved survival only in mice with preserved liver function, whereas fibrotic hosts developed hepatotoxicity. Immune profiling revealed compartment-specific remodeling, with enhanced cytotoxic T-cell programs in tumors but expansion of NK-lineage innate lymphocytes with ILC1-like features in fibrotic liver. Depletion of NK1.1-positive cells reduced liver injury and restored survival without compromising antitumor efficacy, whereas CD4-positive or CD8-positive T-cell depletion did not protect from hepatotoxicity. Transcriptomic, single-cell, adoptive-transfer, and human in vitro studies supported a model in which the fibrotic liver niche promotes NK-to-ILC1-like reprogramming, hepatocyte stress signaling, and TNF/TRAIL-associated epithelial injury. Consistently, cabozantinib and nivolumab showed liver-predominant remodeling of CD56-positive innate lymphocyte-enriched populations in human HCC samples, and ex vivo TGF-beta induced ILC1-like phenotypic changes in human NK cells. These findings identify liver fibrosis as a host determinant that can limit the survival benefit of multikinase inhibitor immunotherapy by promoting innate immune-mediated hepatotoxicity despite preserved tumor control in HCC. One Sentence Summary Liver fibrosis limits the survival benefit of multikinase inhibitor immunotherapy in hepatocellular carcinoma by promoting innate immune–mediated hepatotoxicity despite preserved tumor control.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.030
GPT teacher head0.218
Teacher spread0.188 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2023
Admission routes1
Has abstractyes

Explore more

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