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FDX1 can Impact the Prognosis and Mediate the Metabolism of Lung Adenocarcinoma

Background: Lung cancer has emerged as one of the most common cancers in recent years. The mitochondrial electron transport chain (ETC) is closely connected with metabolic pathways and inflammatory response. However, the influence of ETC-associated genes on the tumor immune response and the pathogen...

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Published in:Frontiers in pharmacology 2021-10, Vol.12, p.749134-749134
Main Authors: Zhang, Zeyu, Ma, Yarui, Guo, Xiaolei, Du, Yingxi, Zhu, Qing, Wang, Xiaobing, Duan, Changzhu
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container_title Frontiers in pharmacology
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creator Zhang, Zeyu
Ma, Yarui
Guo, Xiaolei
Du, Yingxi
Zhu, Qing
Wang, Xiaobing
Duan, Changzhu
description Background: Lung cancer has emerged as one of the most common cancers in recent years. The mitochondrial electron transport chain (ETC) is closely connected with metabolic pathways and inflammatory response. However, the influence of ETC-associated genes on the tumor immune response and the pathogenesis of lung cancer is not clear and needs further exploration. Methods: The RNA-sequencing transcriptome and clinical characteristic data of LUAD were downloaded from the Cancer Genome Atlas (TCGA) database. The LASSO algorithm was used to build the risk signature, and the prediction model was evaluated by the survival analysis and receiver operating characteristic curve. We explored the function of FDX1 through flow cytometry, molecular biological methods, and liquid chromatography–tandem mass spectrometry/mass spectrometry (LC–MS/MS). Results: 12 genes ( FDX1 , FDX2 , LOXL2 , ASPH , GLRX2 , ALDH2 , CYCS , AKR1A1 , MAOB , RDH16 , CYBB , and CYB5A ) were selected to build the risk signature, and the risk score was calculated with the coefficients from the LASSO algorithm. The 1-year, 3-year, and 5-year area under the curve (AUC) of ROC curves of the dataset were 0.7, 0.674, and 0.692, respectively. Univariate Cox analysis and multivariate Cox regression analysis indicated that the risk signature is an independent risk factor for LUAD patients. Among these genes, we focused on the FDX1 gene, and we found that knockdown of FDX1 neither inhibited tumor cell growth nor did it induce apoptosis or abnormal cell cycle distribution. But FDX1 could promote the ATP production. Furthermore, our study showed that FDX1 was closely related to the glucose metabolism, fatty acid oxidation, and amino acid metabolism. Conclusion: Collectively, this study provides new clues about carcinogenesis induced by ETC-associated genes in LUAD and paves the way for finding potential targets of LUAD.
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The mitochondrial electron transport chain (ETC) is closely connected with metabolic pathways and inflammatory response. However, the influence of ETC-associated genes on the tumor immune response and the pathogenesis of lung cancer is not clear and needs further exploration. Methods: The RNA-sequencing transcriptome and clinical characteristic data of LUAD were downloaded from the Cancer Genome Atlas (TCGA) database. The LASSO algorithm was used to build the risk signature, and the prediction model was evaluated by the survival analysis and receiver operating characteristic curve. We explored the function of FDX1 through flow cytometry, molecular biological methods, and liquid chromatography–tandem mass spectrometry/mass spectrometry (LC–MS/MS). Results: 12 genes ( FDX1 , FDX2 , LOXL2 , ASPH , GLRX2 , ALDH2 , CYCS , AKR1A1 , MAOB , RDH16 , CYBB , and CYB5A ) were selected to build the risk signature, and the risk score was calculated with the coefficients from the LASSO algorithm. The 1-year, 3-year, and 5-year area under the curve (AUC) of ROC curves of the dataset were 0.7, 0.674, and 0.692, respectively. Univariate Cox analysis and multivariate Cox regression analysis indicated that the risk signature is an independent risk factor for LUAD patients. Among these genes, we focused on the FDX1 gene, and we found that knockdown of FDX1 neither inhibited tumor cell growth nor did it induce apoptosis or abnormal cell cycle distribution. But FDX1 could promote the ATP production. Furthermore, our study showed that FDX1 was closely related to the glucose metabolism, fatty acid oxidation, and amino acid metabolism. Conclusion: Collectively, this study provides new clues about carcinogenesis induced by ETC-associated genes in LUAD and paves the way for finding potential targets of LUAD.</description><identifier>ISSN: 1663-9812</identifier><identifier>EISSN: 1663-9812</identifier><identifier>DOI: 10.3389/fphar.2021.749134</identifier><identifier>PMID: 34690780</identifier><language>eng</language><publisher>Frontiers Media S.A</publisher><subject>inflammatory response ; lung cancer ; metabolism ; mitochondria electron transport chain ; Pharmacology ; risk signature</subject><ispartof>Frontiers in pharmacology, 2021-10, Vol.12, p.749134-749134</ispartof><rights>Copyright © 2021 Zhang, Ma, Guo, Du, Zhu, Wang and Duan. 2021 Zhang, Ma, Guo, Du, Zhu, Wang and Duan</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c508t-68e7ccc8eee71226d69ebee7860a6cd5cc652a4bd65b7e058f28f4302dd0aa863</citedby><cites>FETCH-LOGICAL-c508t-68e7ccc8eee71226d69ebee7860a6cd5cc652a4bd65b7e058f28f4302dd0aa863</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8531531/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8531531/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27915,27916,53782,53784</link.rule.ids></links><search><creatorcontrib>Zhang, Zeyu</creatorcontrib><creatorcontrib>Ma, Yarui</creatorcontrib><creatorcontrib>Guo, Xiaolei</creatorcontrib><creatorcontrib>Du, Yingxi</creatorcontrib><creatorcontrib>Zhu, Qing</creatorcontrib><creatorcontrib>Wang, Xiaobing</creatorcontrib><creatorcontrib>Duan, Changzhu</creatorcontrib><title>FDX1 can Impact the Prognosis and Mediate the Metabolism of Lung Adenocarcinoma</title><title>Frontiers in pharmacology</title><description>Background: Lung cancer has emerged as one of the most common cancers in recent years. The mitochondrial electron transport chain (ETC) is closely connected with metabolic pathways and inflammatory response. However, the influence of ETC-associated genes on the tumor immune response and the pathogenesis of lung cancer is not clear and needs further exploration. Methods: The RNA-sequencing transcriptome and clinical characteristic data of LUAD were downloaded from the Cancer Genome Atlas (TCGA) database. The LASSO algorithm was used to build the risk signature, and the prediction model was evaluated by the survival analysis and receiver operating characteristic curve. We explored the function of FDX1 through flow cytometry, molecular biological methods, and liquid chromatography–tandem mass spectrometry/mass spectrometry (LC–MS/MS). Results: 12 genes ( FDX1 , FDX2 , LOXL2 , ASPH , GLRX2 , ALDH2 , CYCS , AKR1A1 , MAOB , RDH16 , CYBB , and CYB5A ) were selected to build the risk signature, and the risk score was calculated with the coefficients from the LASSO algorithm. The 1-year, 3-year, and 5-year area under the curve (AUC) of ROC curves of the dataset were 0.7, 0.674, and 0.692, respectively. Univariate Cox analysis and multivariate Cox regression analysis indicated that the risk signature is an independent risk factor for LUAD patients. Among these genes, we focused on the FDX1 gene, and we found that knockdown of FDX1 neither inhibited tumor cell growth nor did it induce apoptosis or abnormal cell cycle distribution. But FDX1 could promote the ATP production. Furthermore, our study showed that FDX1 was closely related to the glucose metabolism, fatty acid oxidation, and amino acid metabolism. Conclusion: Collectively, this study provides new clues about carcinogenesis induced by ETC-associated genes in LUAD and paves the way for finding potential targets of LUAD.</description><subject>inflammatory response</subject><subject>lung cancer</subject><subject>metabolism</subject><subject>mitochondria electron transport chain</subject><subject>Pharmacology</subject><subject>risk signature</subject><issn>1663-9812</issn><issn>1663-9812</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVkU9rGzEQxUVoSUKaD5Cbjr3Y1f-VLoWQNo3BIT20kJuYlWbtDbuSK60D_fbd2CE0c5lh3uP3Do-QK86WUlr3pdttoSwFE3zZKMelOiHn3Bi5cJaLD__dZ-Sy1ic2j3ROGnVKzqQyjjWWnZOH22-PnAZIdDXuIEx02iL9WfIm5dpXCinSe4w9THhQ7nGCNg99HWnu6HqfNvQ6YsoBSuhTHuET-djBUPHydV-Q37fff93cLdYPP1Y31-tF0MxOC2OxCSFYRGy4ECYah-18W8PAhKhDMFqAaqPRbYNM207YTkkmYmQA1sgLsjpyY4Ynvyv9COWvz9D7wyOXjYcy9WFA30i0shWS66BUcHO0ZKwVIFyrWu7szPp6ZO327YgxYJoKDO-g75XUb_0mP3urZ6jkM-DzK6DkP3uskx_7GnAYIGHeVy-01Y4ZxcVs5UdrKLnWgt1bDGf-pVd_6NW_9OqPvcp_qZqVMQ</recordid><startdate>20211008</startdate><enddate>20211008</enddate><creator>Zhang, Zeyu</creator><creator>Ma, Yarui</creator><creator>Guo, Xiaolei</creator><creator>Du, Yingxi</creator><creator>Zhu, Qing</creator><creator>Wang, Xiaobing</creator><creator>Duan, Changzhu</creator><general>Frontiers Media S.A</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20211008</creationdate><title>FDX1 can Impact the Prognosis and Mediate the Metabolism of Lung Adenocarcinoma</title><author>Zhang, Zeyu ; Ma, Yarui ; Guo, Xiaolei ; Du, Yingxi ; Zhu, Qing ; Wang, Xiaobing ; Duan, Changzhu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c508t-68e7ccc8eee71226d69ebee7860a6cd5cc652a4bd65b7e058f28f4302dd0aa863</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>inflammatory response</topic><topic>lung cancer</topic><topic>metabolism</topic><topic>mitochondria electron transport chain</topic><topic>Pharmacology</topic><topic>risk signature</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Zeyu</creatorcontrib><creatorcontrib>Ma, Yarui</creatorcontrib><creatorcontrib>Guo, Xiaolei</creatorcontrib><creatorcontrib>Du, Yingxi</creatorcontrib><creatorcontrib>Zhu, Qing</creatorcontrib><creatorcontrib>Wang, Xiaobing</creatorcontrib><creatorcontrib>Duan, Changzhu</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ: Directory of Open Access Journals</collection><jtitle>Frontiers in pharmacology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Zeyu</au><au>Ma, Yarui</au><au>Guo, Xiaolei</au><au>Du, Yingxi</au><au>Zhu, Qing</au><au>Wang, Xiaobing</au><au>Duan, Changzhu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>FDX1 can Impact the Prognosis and Mediate the Metabolism of Lung Adenocarcinoma</atitle><jtitle>Frontiers in pharmacology</jtitle><date>2021-10-08</date><risdate>2021</risdate><volume>12</volume><spage>749134</spage><epage>749134</epage><pages>749134-749134</pages><issn>1663-9812</issn><eissn>1663-9812</eissn><abstract>Background: Lung cancer has emerged as one of the most common cancers in recent years. The mitochondrial electron transport chain (ETC) is closely connected with metabolic pathways and inflammatory response. However, the influence of ETC-associated genes on the tumor immune response and the pathogenesis of lung cancer is not clear and needs further exploration. Methods: The RNA-sequencing transcriptome and clinical characteristic data of LUAD were downloaded from the Cancer Genome Atlas (TCGA) database. The LASSO algorithm was used to build the risk signature, and the prediction model was evaluated by the survival analysis and receiver operating characteristic curve. We explored the function of FDX1 through flow cytometry, molecular biological methods, and liquid chromatography–tandem mass spectrometry/mass spectrometry (LC–MS/MS). Results: 12 genes ( FDX1 , FDX2 , LOXL2 , ASPH , GLRX2 , ALDH2 , CYCS , AKR1A1 , MAOB , RDH16 , CYBB , and CYB5A ) were selected to build the risk signature, and the risk score was calculated with the coefficients from the LASSO algorithm. The 1-year, 3-year, and 5-year area under the curve (AUC) of ROC curves of the dataset were 0.7, 0.674, and 0.692, respectively. Univariate Cox analysis and multivariate Cox regression analysis indicated that the risk signature is an independent risk factor for LUAD patients. Among these genes, we focused on the FDX1 gene, and we found that knockdown of FDX1 neither inhibited tumor cell growth nor did it induce apoptosis or abnormal cell cycle distribution. But FDX1 could promote the ATP production. Furthermore, our study showed that FDX1 was closely related to the glucose metabolism, fatty acid oxidation, and amino acid metabolism. Conclusion: Collectively, this study provides new clues about carcinogenesis induced by ETC-associated genes in LUAD and paves the way for finding potential targets of LUAD.</abstract><pub>Frontiers Media S.A</pub><pmid>34690780</pmid><doi>10.3389/fphar.2021.749134</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record>
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lung cancer
metabolism
mitochondria electron transport chain
Pharmacology
risk signature
title FDX1 can Impact the Prognosis and Mediate the Metabolism of Lung Adenocarcinoma
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