Evidence map›Paper›PMID 37978524›Full record

ArticleJournal of translational medicine2023

Palmitoylation landscapes across human cancers reveal a role of palmitoylation in tumorigenesis.

Yue Kong, Yugeng Liu, Xianzhe Li, Menglan Rao, Dawei Li, Xiaolan Ruan, Shanglin Li, Zhenyou Jiang, Qiang Zhang

Open access · goldAbstract read
In one paragraph

Article in Journal of translational medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed, 1 pooled it
7.1field-weighted citation impact, top 3% 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

38 citing papers in PubMed, 1 synthesis or guideline pooled it, 31 citations in OpenAlex.

  1. Pooled it
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  7. ProteinJournal of pharmaceutical analysis · 2026
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  14. The Roles of ProteinCancer communications (London, England) · 2026
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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 at 5 institutions in 3 countries.

Yue Kong *Department of Microbiology and Immunology, Basic Medicine College, Jinan University, No.601, West Huangpu Avenue, Guangzhou, 510632, Guangdong, China.
Yugeng Liu *Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518124, China.
Xianzhe Li *Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.
Menglan RaoGuangdong Provincial Key Laboratory of Virology, Institute of Medical Microbiology, Jinan University, Guangzhou, 510632, China.
Dawei LiZhumadian Central Hospital, Huanghuai University, Zhumadian, 463000, China.
Xiaolan RuanGuangdong Provincial Key Laboratory of Virology, Institute of Medical Microbiology, Jinan University, Guangzhou, 510632, China.
Shanglin LiDepartment of Microbiology and Immunology, Basic Medicine College, Jinan University, No.601, West Huangpu Avenue, Guangzhou, 510632, Guangdong, China.
Zhenyou JiangDepartment of Microbiology and Immunology, Basic Medicine College, Jinan University, No.601, West Huangpu Avenue, Guangzhou, 510632, Guangdong, China. tjzhy@jnu.edu.cn.
Qiang ZhangMolecular Cancer Research Center, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, No.66, Gongchang Road, Guangming District, Shenzhen, 518107, Guangdong, China. zhangq539@mail.sysu.edu.cn.ORCID 0000-0003-3045-4444
Jinan University · CNAgricultural Genomics Institute at Shenzhen · CNGerman Cancer Research Center · DESun Yat-sen University · CNZhumadian Central Hospital · CN

Funding

National Natural Science Foundation of China 82074133National Natural Science Foundation of China 82103085National Science and Technology Major Infectious Diseases Project during the 12th 5-Year Plan Period 2014ZX10003002-003-002
6 · The paper itself

Abstract

backgroundProtein palmitoylation, which is catalyzed by palmitoyl-transferase and de-palmitoyl-transferase, plays a crucial role in various biological processes. However, the landscape and dynamics of protein palmitoylation in human cancers are not well understood.

methodsWe utilized 23 palmitoyl-acyltransferases and seven de-palmitoyl-acyltransferases as palmitoylation-related genes for protein palmitoylation analysis. Multiple publicly available datasets were employed to conduct pan-cancer analysis, examining the transcriptome, genomic alterations, clinical outcomes, and correlation with c-Myc (Myc) for palmitoylation-related genes. Real-time quantitative PCR and immunoblotting were performed to assess the expression of palmitoylation-related genes and global protein palmitoylation levels in cancer cells treated with Myc depletion or small molecule inhibitors. Protein docking and drug sensitivity analyses were employed to predict small molecules that target palmitoylation-related genes.

resultsWe identified associations between palmitoylation and cancer subtype, stage, and patient survival. We discovered that abnormal DNA methylation and oncogenic Myc-driven transcriptional regulation synergistically contribute to the dysregulation of palmitoylation-related genes. This dysregulation of palmitoylation was closely correlated with immune infiltration in the tumor microenvironment and the response to immunotherapy. Importantly, dysregulated palmitoylation was found to modulate canonical cancer-related pathways, thus influencing tumorigenesis. To support our findings, we performed a proof-of-concept experiment showing that depletion of Myc led to reduced expression of most palmitoylation-related genes, resulting in decreased global protein palmitoylation levels. Through mass spectrometry and enrichment analyses, we also identified palmitoyl-acyltransferases ZDHHC7 and ZDHHC23 as significant contributors to mTOR signaling, DNA repair, and immune pathways, highlighting their potential roles in tumorigenesis. Additionally, our study explored the potential of three small molecular (BI-2531, etoposide, and piperlongumine) to modulate palmitoylation by targeting the expression or activity of palmitoylation-related genes or enzymes.

conclusionsOverall, our findings underscore the critical role of dysregulated palmitoylation in tumorigenesis and the response to immunotherapy, mediated through classical cancer-related pathways and immune cell infiltration. Additionally, we propose that the aforementioned three small molecule hold promise as potential therapeutics for modulating palmitoylation, thereby offering novel avenues for cancer therapy.

Indexed as

LipoylationNeoplasmsAcyltransferasesCarcinogenesisCell Transformation, NeoplasticHumansTumor MicroenvironmentAcyltransferasesCancerc-MycDNA methylationImmunotherapyPalmitoylationSmall molecular

Identifiers

PMID37978524
PMCPMC10655258
OpenAlexW4388765080

What OpenQuestion holds

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LicenceCC BY
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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.