Evidence map›Paper›PMID 37046008›Full record

ArticleCancer immunology, immunotherapy : CII2023

BAP1-related signature predicts benefits from immunotherapy over VEGFR/mTOR inhibitors in ccRCC: a retrospective analysis of JAVELIN Renal 101 and checkmate-009/010/025 trials.

Kan Liu, Yan Huang, Yu Xu, Guoqiang Wang, Shangli Cai, Xu Zhang, Taoping Shi

Open access · greenAbstract read
In one paragraph

Article in Cancer immunology, immunotherapy : CII, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
3.1field-weighted citation impact, top 8% of its field
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

12 citing papers in PubMed, 12 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. An overview of BAP1 biological functions and current therapeutics.Biochimica et biophysica acta. Reviews on cancer · 2025
    Review
  5. Article
  6. Loss of histone deubiquitinase Bap1 triggers anti-tumor immunity.Cellular oncology (Dordrecht, Netherlands) · 2025
    Article
  7. Article
  8. Review
  9. Review
  10. Article
  11. Article
  12. Review
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

7 authors at 1 institution in 1 country.

Kan Liu *Department of Urology, The Third Medical Center of PLA General Hospital, Yongding Road 69, Haidian District, Beijing, 100039, China.
Yan Huang *Department of Urology, The Third Medical Center of PLA General Hospital, Yongding Road 69, Haidian District, Beijing, 100039, China.
Yu XuBurning Rock Biotech, Guangzhou, Guangdong, China.
Guoqiang WangBurning Rock Biotech, Guangzhou, Guangdong, China.
Shangli CaiBurning Rock Biotech, Guangzhou, Guangdong, China.
Xu ZhangDepartment of Urology, The Third Medical Center of PLA General Hospital, Yongding Road 69, Haidian District, Beijing, 100039, China. xzhang301@163.com.
Taoping ShiDepartment of Urology, The Third Medical Center of PLA General Hospital, Yongding Road 69, Haidian District, Beijing, 100039, China. stopping3721@foxmail.com.
Burning Rock Biotech (China) · CN

Funding

Hainan Province Science and Technology Special Fund ZDYF2021SHFZ056National Natural Science Foundation of China 81770790 and 81972389
6 · The paper itself

Abstract

backgroundIn patients with advanced clear cell renal cell carcinoma, despite the undoubted benefits from immune checkpoint inhibitor (ICI)-based therapies over monotherapies of angiogenic/mTOR inhibitors in the intention-to-treat population, approximately a quarter of the patients can scarcely gain advantage from ICIs, prompting the search for predictive biomarkers for patient selection.

methodsClinical and multi-omic data of 2428 ccRCC patients were obtained from The Cancer Genome Atlas (TCGA, n = 537), JAVELIN Renal 101 (avelumab plus axitinib vs. sunitinib, n = 885), and CheckMate-009/010/025 (nivolumab vs. everolimus, n = 1006).

resultsBAP1 mutations were associated with large progression-free survival (PFS) benefits from ICI-based immunotherapies over sunitinib/everolimus (pooled estimate of interaction HR = 0.71, 95% CI 0.51-0.99, P = 0.045). Using the top 20 BAP1 mutation-associated differentially expressed genes (DEGs) generated from the TCGA cohort, we developed the BAP1-score, negatively correlated with angiogenesis and positively correlated with multiple immune-related signatures concerning immune cell infiltration, antigen presentation, B/T cell receptor, interleukin, programmed death-1, and interferon. A high BAP1-score indicated remarkable PFS benefits from ICI-based immunotherapies over angiogenic/mTOR inhibitors (avelumab plus axitinib vs. sunitinib: HR = 0.55, 95% CI 0.43-0.70, P < 0.001; nivolumab vs. everolimus: HR = 0.72, 95% CI 0.52-1.00, P = 0.045), while these benefits were negligible in the low BAP1-score subgroup (HR = 1.16 and 1.02, respectively).

conclusionIn advanced ccRCCs, the BAP1-score is a biologically and clinically significant predictor of immune microenvironment and the clinical benefits from ICI-based immunotherapies over angiogenic/mTOR inhibitors, demonstrating its potential utility in optimizing the personalized therapeutic strategies in patients with advanced ccRCC.

Indexed as

Antineoplastic AgentsCarcinoma, Renal CellKidney NeoplasmsAxitinibEverolimusHumansImmunotherapyMTOR InhibitorsNivolumabRetrospective StudiesSunitinibTumor MicroenvironmentTumor Suppressor ProteinsUbiquitin ThiolesteraseAntineoplastic AgentsAxitinibBAP1 protein, humanEverolimusMTOR InhibitorsNivolumabSunitinibTumor Suppressor ProteinsUbiquitin ThiolesteraseClear cell renal cell carcinomaImmunotherapyPredictive biomarkerThe BAP1-score

Identifiers

PMID37046008
PMCPMC10991633
OpenAlexW4365151515

What OpenQuestion holds

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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.