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


Journal

Journal of translational medicine
ISSN: 1479-5876
Titre abrégé: J Transl Med
Pays: England
ID NLM: 101190741

Informations de publication

Date de publication:
17 Nov 2023
Historique:
received: 31 07 2023
accepted: 10 10 2023
medline: 20 11 2023
pubmed: 18 11 2023
entrez: 18 11 2023
Statut: epublish

Résumé

Protein 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. We 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. We 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. Overall, 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.

Sections du résumé

BACKGROUND BACKGROUND
Protein 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.
METHODS METHODS
We 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.
RESULTS RESULTS
We 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.
CONCLUSIONS CONCLUSIONS
Overall, 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.

Identifiants

pubmed: 37978524
doi: 10.1186/s12967-023-04611-8
pii: 10.1186/s12967-023-04611-8
pmc: PMC10655258
doi:

Substances chimiques

Acyltransferases EC 2.3.-

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

826

Subventions

Organisme : National Natural Science Foundation of China
ID : 82103085
Organisme : National Natural Science Foundation of China
ID : 82074133
Organisme : National Science and Technology Major Infectious Diseases Project during the 12th 5-Year Plan Period
ID : 2014ZX10003002-003-002

Informations de copyright

© 2023. The Author(s).

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Auteurs

Yue Kong (Y)

Department of Microbiology and Immunology, Basic Medicine College, Jinan University, No.601, West Huangpu Avenue, Guangzhou, 510632, Guangdong, China.
Key Laboratory of Ministry of Education for Viral Pathogenesis and Infection Prevention and Control, Jinan University, Guangzhou, 510632, China.

Yugeng Liu (Y)

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 (X)

Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.

Menglan Rao (M)

Guangdong Provincial Key Laboratory of Virology, Institute of Medical Microbiology, Jinan University, Guangzhou, 510632, China.

Dawei Li (D)

Zhumadian Central Hospital, Huanghuai University, Zhumadian, 463000, China.

Xiaolan Ruan (X)

Guangdong Provincial Key Laboratory of Virology, Institute of Medical Microbiology, Jinan University, Guangzhou, 510632, China.

Shanglin Li (S)

Department of Microbiology and Immunology, Basic Medicine College, Jinan University, No.601, West Huangpu Avenue, Guangzhou, 510632, Guangdong, China.
Key Laboratory of Ministry of Education for Viral Pathogenesis and Infection Prevention and Control, Jinan University, Guangzhou, 510632, China.

Zhenyou Jiang (Z)

Department of Microbiology and Immunology, Basic Medicine College, Jinan University, No.601, West Huangpu Avenue, Guangzhou, 510632, Guangdong, China. tjzhy@jnu.edu.cn.
Key Laboratory of Ministry of Education for Viral Pathogenesis and Infection Prevention and Control, Jinan University, Guangzhou, 510632, China. tjzhy@jnu.edu.cn.

Qiang Zhang (Q)

Molecular 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.

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