Cargando…

Integrated analysis of transcriptomics, proteomics and metabolomics data reveals the role of SLC39A1 in renal cell carcinoma

Purpose: Accumulating evidence suggests that solute carrier family 39 member 1 (SLC39A1) conceivably function as a tumor suppressor, but the underlying mechanism in renal cell carcinoma (RCC) is poorly understood. Methods: OSRC-2 renal cancer cells were first transfected with SLC39A1 overexpressed v...

Descripción completa

Detalles Bibliográficos
Autores principales: Yuan, Yulin, Liu, Zimeng, Li, Bohan, Gong, Zheng, Piao, Chiyuan, Du, Yang, Zhan, Bo, Zhang, Zhe, Dong, Xiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9669761/
https://www.ncbi.nlm.nih.gov/pubmed/36407113
http://dx.doi.org/10.3389/fcell.2022.977960
_version_ 1784832193226342400
author Yuan, Yulin
Liu, Zimeng
Li, Bohan
Gong, Zheng
Piao, Chiyuan
Du, Yang
Zhan, Bo
Zhang, Zhe
Dong, Xiao
author_facet Yuan, Yulin
Liu, Zimeng
Li, Bohan
Gong, Zheng
Piao, Chiyuan
Du, Yang
Zhan, Bo
Zhang, Zhe
Dong, Xiao
author_sort Yuan, Yulin
collection PubMed
description Purpose: Accumulating evidence suggests that solute carrier family 39 member 1 (SLC39A1) conceivably function as a tumor suppressor, but the underlying mechanism in renal cell carcinoma (RCC) is poorly understood. Methods: OSRC-2 renal cancer cells were first transfected with SLC39A1 overexpressed vectors and empty vectors and then used in transcriptomics, proteomics, and metabolomics integrated analyses. Results: SLC39A1 significantly altered several metabolisms at transcriptional, protein and metabolic levels, including purine and pyrimidine metabolism, amino acids and derivatives metabolism, lactose metabolism, and free fatty acid metabolism. Additionally, SLC39A1 could promote ferroptosis, and triggered significant crosstalk in PI3K-AKT signal pathway, cAMP signal pathway, and peroxisome proliferators-activated receptor (PPAR) signal pathway. Conclusion: We found SLC39A1 transfection impaired tumor metabolism and perturbed tumor metabolism-related pathways, which was a likely cause of the alteration in cell proliferation, migration, and cell cycle progression in RCC cells. These multi-omics analyses results provided both a macroscopic picture of molecular perturbation by SLC39A1 and novel insights into RCC tumorigenesis and development.
format Online
Article
Text
id pubmed-9669761
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-96697612022-11-18 Integrated analysis of transcriptomics, proteomics and metabolomics data reveals the role of SLC39A1 in renal cell carcinoma Yuan, Yulin Liu, Zimeng Li, Bohan Gong, Zheng Piao, Chiyuan Du, Yang Zhan, Bo Zhang, Zhe Dong, Xiao Front Cell Dev Biol Cell and Developmental Biology Purpose: Accumulating evidence suggests that solute carrier family 39 member 1 (SLC39A1) conceivably function as a tumor suppressor, but the underlying mechanism in renal cell carcinoma (RCC) is poorly understood. Methods: OSRC-2 renal cancer cells were first transfected with SLC39A1 overexpressed vectors and empty vectors and then used in transcriptomics, proteomics, and metabolomics integrated analyses. Results: SLC39A1 significantly altered several metabolisms at transcriptional, protein and metabolic levels, including purine and pyrimidine metabolism, amino acids and derivatives metabolism, lactose metabolism, and free fatty acid metabolism. Additionally, SLC39A1 could promote ferroptosis, and triggered significant crosstalk in PI3K-AKT signal pathway, cAMP signal pathway, and peroxisome proliferators-activated receptor (PPAR) signal pathway. Conclusion: We found SLC39A1 transfection impaired tumor metabolism and perturbed tumor metabolism-related pathways, which was a likely cause of the alteration in cell proliferation, migration, and cell cycle progression in RCC cells. These multi-omics analyses results provided both a macroscopic picture of molecular perturbation by SLC39A1 and novel insights into RCC tumorigenesis and development. Frontiers Media S.A. 2022-11-03 /pmc/articles/PMC9669761/ /pubmed/36407113 http://dx.doi.org/10.3389/fcell.2022.977960 Text en Copyright © 2022 Yuan, Liu, Li, Gong, Piao, Du, Zhan, Zhang and Dong. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cell and Developmental Biology
Yuan, Yulin
Liu, Zimeng
Li, Bohan
Gong, Zheng
Piao, Chiyuan
Du, Yang
Zhan, Bo
Zhang, Zhe
Dong, Xiao
Integrated analysis of transcriptomics, proteomics and metabolomics data reveals the role of SLC39A1 in renal cell carcinoma
title Integrated analysis of transcriptomics, proteomics and metabolomics data reveals the role of SLC39A1 in renal cell carcinoma
title_full Integrated analysis of transcriptomics, proteomics and metabolomics data reveals the role of SLC39A1 in renal cell carcinoma
title_fullStr Integrated analysis of transcriptomics, proteomics and metabolomics data reveals the role of SLC39A1 in renal cell carcinoma
title_full_unstemmed Integrated analysis of transcriptomics, proteomics and metabolomics data reveals the role of SLC39A1 in renal cell carcinoma
title_short Integrated analysis of transcriptomics, proteomics and metabolomics data reveals the role of SLC39A1 in renal cell carcinoma
title_sort integrated analysis of transcriptomics, proteomics and metabolomics data reveals the role of slc39a1 in renal cell carcinoma
topic Cell and Developmental Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9669761/
https://www.ncbi.nlm.nih.gov/pubmed/36407113
http://dx.doi.org/10.3389/fcell.2022.977960
work_keys_str_mv AT yuanyulin integratedanalysisoftranscriptomicsproteomicsandmetabolomicsdatarevealstheroleofslc39a1inrenalcellcarcinoma
AT liuzimeng integratedanalysisoftranscriptomicsproteomicsandmetabolomicsdatarevealstheroleofslc39a1inrenalcellcarcinoma
AT libohan integratedanalysisoftranscriptomicsproteomicsandmetabolomicsdatarevealstheroleofslc39a1inrenalcellcarcinoma
AT gongzheng integratedanalysisoftranscriptomicsproteomicsandmetabolomicsdatarevealstheroleofslc39a1inrenalcellcarcinoma
AT piaochiyuan integratedanalysisoftranscriptomicsproteomicsandmetabolomicsdatarevealstheroleofslc39a1inrenalcellcarcinoma
AT duyang integratedanalysisoftranscriptomicsproteomicsandmetabolomicsdatarevealstheroleofslc39a1inrenalcellcarcinoma
AT zhanbo integratedanalysisoftranscriptomicsproteomicsandmetabolomicsdatarevealstheroleofslc39a1inrenalcellcarcinoma
AT zhangzhe integratedanalysisoftranscriptomicsproteomicsandmetabolomicsdatarevealstheroleofslc39a1inrenalcellcarcinoma
AT dongxiao integratedanalysisoftranscriptomicsproteomicsandmetabolomicsdatarevealstheroleofslc39a1inrenalcellcarcinoma