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Palmitoylation landscapes across human cancers reveal a role of palmitoylation in tumorigenesis
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: We utilized 23 palmitoy...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10655258/ https://www.ncbi.nlm.nih.gov/pubmed/37978524 http://dx.doi.org/10.1186/s12967-023-04611-8 |
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author | Kong, Yue Liu, Yugeng Li, Xianzhe Rao, Menglan Li, Dawei Ruan, Xiaolan Li, Shanglin Jiang, Zhenyou Zhang, Qiang |
author_facet | Kong, Yue Liu, Yugeng Li, Xianzhe Rao, Menglan Li, Dawei Ruan, Xiaolan Li, Shanglin Jiang, Zhenyou Zhang, Qiang |
author_sort | Kong, Yue |
collection | PubMed |
description | 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: 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: 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: 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-023-04611-8. |
format | Online Article Text |
id | pubmed-10655258 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106552582023-11-17 Palmitoylation landscapes across human cancers reveal a role of palmitoylation in tumorigenesis Kong, Yue Liu, Yugeng Li, Xianzhe Rao, Menglan Li, Dawei Ruan, Xiaolan Li, Shanglin Jiang, Zhenyou Zhang, Qiang J Transl Med Research 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: 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: 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: 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-023-04611-8. BioMed Central 2023-11-17 /pmc/articles/PMC10655258/ /pubmed/37978524 http://dx.doi.org/10.1186/s12967-023-04611-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Kong, Yue Liu, Yugeng Li, Xianzhe Rao, Menglan Li, Dawei Ruan, Xiaolan Li, Shanglin Jiang, Zhenyou Zhang, Qiang Palmitoylation landscapes across human cancers reveal a role of palmitoylation in tumorigenesis |
title | Palmitoylation landscapes across human cancers reveal a role of palmitoylation in tumorigenesis |
title_full | Palmitoylation landscapes across human cancers reveal a role of palmitoylation in tumorigenesis |
title_fullStr | Palmitoylation landscapes across human cancers reveal a role of palmitoylation in tumorigenesis |
title_full_unstemmed | Palmitoylation landscapes across human cancers reveal a role of palmitoylation in tumorigenesis |
title_short | Palmitoylation landscapes across human cancers reveal a role of palmitoylation in tumorigenesis |
title_sort | palmitoylation landscapes across human cancers reveal a role of palmitoylation in tumorigenesis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10655258/ https://www.ncbi.nlm.nih.gov/pubmed/37978524 http://dx.doi.org/10.1186/s12967-023-04611-8 |
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