Evidence map›Paper›PMID 41526378›Full record

ArticleNature communications2026

Targeting SPAK suppresses progression and averts an immune exhaustive microenvironment in hepatocellular carcinoma.

Yonglong Pan, Chenglong Zeng, Yi He, Ruizhi Chang, Jingjing Wu, Chaoyi Yuan, Haisen Li, Chen Su, Mengzhen Han, Pengcheng Li and 12 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

22 authors.

Yonglong Pan *Division of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China.
Chenglong Zeng *Division of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China.
Yi He *Division of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China.
Ruizhi Chang *Division of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China.
Jingjing Wu *Division of Gastrointestinal Surgery, Department of General Surgery, Shenzhen People's Hospital, Shenzhen, China.ORCID http://orcid.org/0000-0002-6396-817X
Chaoyi YuanDivision of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China.
Haisen LiDivision of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China.
Chen SuDivision of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China.
Mengzhen HanDivision of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China.
Pengcheng LiDivision of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China.
Xinxin LiDivision of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China.
Hongwei ZhangDivision of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China.
Furong LiuDivision of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China.
Huifang LiangDivision of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China.ORCID http://orcid.org/0000-0001-6874-3634
Zifu LiNational Engineering Research Center for Nanomedicine, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China.ORCID http://orcid.org/0000-0001-6387-4854
Mi WuDepartment of Immunology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Limin XiaHubei Key Laboratory of Hepato-Pancreatic-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.ORCID http://orcid.org/0000-0002-6327-6034
Jianfeng LiuKey laboratory of Molecular Biophysics, Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China.ORCID http://orcid.org/0000-0002-0284-8377
Xiaoping ChenDivision of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China. chenxp@tjh.tjmu.edu.cn.
Wanguang ZhangDivision of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China. wgzhang@tjh.tjmu.edu.cn.
Bixiang ZhangDivision of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China. bixiangzhang@hust.edu.cn.ORCID http://orcid.org/0000-0002-8546-7472
Ze-Yang DingDivision of Hepato-Pancreato-Biliary Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China. zyding@tjh.tjmu.edu.cn.ORCID http://orcid.org/0000-0001-5826-0970

Funding

National Natural Science Foundation of China (National Science Foundation of China) 82303188National Natural Science Foundation of China (National Science Foundation of China) 82400870
6 · The paper itself

Abstract

Protein kinases contribute to hepatocellular carcinoma (HCC) development and immune evasion, posing major challenges for HCC management. Here we show STE20/SPS1-related proline/alanine-rich kinase (SPAK) as a candidate immune exhaustion-associated gene identified through a pooled screen of protein kinases. By integrating bioinformatic analyses, data from patient cohorts, and functional studies in mouse models and cell lines, we demonstrate that elevated expression of SPAK promotes HCC progression, enhances stemness, drives immune exhaustion, and contributes to resistance to targeted therapies. Mechanistically, SPAK phosphorylates GSK3β at Ser9, thereby inhibiting proteasome-mediated degradation of c-Jun and PD-L1. Additionally, we find that DNMT3B-dependent intragenic methylation of SPAK contributes to its high expression in HCC. Notably, the SPAK inhibitor exhibits potent inhibitory effects and synergizes with PD-1 blockade to enhance antitumor efficacy. In summary, these findings establish SPAK as a driver of oncogenesis and immune exhaustion in HCC and highlight dual inhibition as a potential therapeutic strategy.

Indexed as

Carcinoma, HepatocellularLiver NeoplasmsProtein Serine-Threonine KinasesTumor MicroenvironmentAnimalsCell Line, TumorDisease ProgressionGene Expression Regulation, NeoplasticGlycogen Synthase Kinase 3 betaHumansMaleMiceProtein Kinase InhibitorsGlycogen Synthase Kinase 3 betaProtein Kinase InhibitorsProtein Serine-Threonine Kinases

Identifiers

PMID41526378
PMCPMC12881519

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.