Expression, Clinical Significance, Immune Infiltration, and Regulation Network of miR-3940-5p in Lung Adenocarcinoma Based on Bioinformatic Analysis and Experimental Validation

Background: Based on bioinformatics analysis and experimental validation, we investigated the expression, clinical significance, immune infiltration, and potential signaling pathways of miR-3940-5p in lung adenocarcinoma (LUAD). Methods: 521 LUAD tissue samples and 46 normal lung tissue samples from...

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Veröffentlicht in:International journal of general medicine 2022-08, Vol.15, p.6451
Hauptverfasser: Lin, Zhichao, Huang, Wenhai, Xie, Zehua, Yi, Yongsheng, Li, Zumei
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Huang, Wenhai
Xie, Zehua
Yi, Yongsheng
Li, Zumei
description Background: Based on bioinformatics analysis and experimental validation, we investigated the expression, clinical significance, immune infiltration, and potential signaling pathways of miR-3940-5p in lung adenocarcinoma (LUAD). Methods: 521 LUAD tissue samples and 46 normal lung tissue samples from The Cancer Genome Atlas (TCGA) database. We evaluated the relationship between clinical features and miR-3940-5p expression using Kruskal-Wallis, Wilcoxon sign-rank, and logistic regression, explored the relationship between miR-3940-5p expression and the prognosis of LUAD patients using Kaplan-Meier survival curve analysis. Several databases were used to identify miRNA targets. MiR-3940-5p target genes were analyzed based on Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. The significant role of miR-3940-5p in function was evaluated using immune infiltration analysis. LUAD cell lines were tested for miR-3940-5p expression using QRT-PCR. Results: There was a significant association between high miR-3940-5p expression in LUAD and T stage (P=0.005), pathologic stage (P=0.047), race (White vs Asian & Black or African American) (P=0.041), residual tumor (P=0.043), and anatomic neoplasm subdivision2 (P=0.030). MiR-3940-5p expression predicted poor overall survival (HR: 1.35; 95% CI: 1.01-1.81; P=0.045), diseasespecific survival (HR: 1.53; 95% CI: 1.05-2.23; P=0.026), and progression-free survival (HR: 1.35; 95% CI: 1.03-1.77; P=0.032). BAP1, BBS1, CCR2, KCNE3, PEBP1, and RABL2A were all associated with poor OS in LUAD patients with low miR-3940-5p expression levels. According to GO and KEGG analyses, miR-3940-5p may play a role in LUAD development by regulating pathways such as measles, PI3K-Akt signaling pathway, and p53 signaling pathway. There was a correlation between the expression level of miR-3940-5p and immune infiltration. LUAD cell lines showed significantly higher levels of miR-3940-5p than Beas-2B cells. Conclusion: A high expression of miR-3940-5p is significantly associated with a poor prognosis in patients with LUAD, suggesting that it could be used as a prognostic biomarker. Keywords: microRNA-3940-5p, lung adenocarcinoma, clinical significance, immune infiltration, regulation network
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Methods: 521 LUAD tissue samples and 46 normal lung tissue samples from The Cancer Genome Atlas (TCGA) database. We evaluated the relationship between clinical features and miR-3940-5p expression using Kruskal-Wallis, Wilcoxon sign-rank, and logistic regression, explored the relationship between miR-3940-5p expression and the prognosis of LUAD patients using Kaplan-Meier survival curve analysis. Several databases were used to identify miRNA targets. MiR-3940-5p target genes were analyzed based on Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. The significant role of miR-3940-5p in function was evaluated using immune infiltration analysis. LUAD cell lines were tested for miR-3940-5p expression using QRT-PCR. Results: There was a significant association between high miR-3940-5p expression in LUAD and T stage (P=0.005), pathologic stage (P=0.047), race (White vs Asian &amp; Black or African American) (P=0.041), residual tumor (P=0.043), and anatomic neoplasm subdivision2 (P=0.030). MiR-3940-5p expression predicted poor overall survival (HR: 1.35; 95% CI: 1.01-1.81; P=0.045), diseasespecific survival (HR: 1.53; 95% CI: 1.05-2.23; P=0.026), and progression-free survival (HR: 1.35; 95% CI: 1.03-1.77; P=0.032). BAP1, BBS1, CCR2, KCNE3, PEBP1, and RABL2A were all associated with poor OS in LUAD patients with low miR-3940-5p expression levels. According to GO and KEGG analyses, miR-3940-5p may play a role in LUAD development by regulating pathways such as measles, PI3K-Akt signaling pathway, and p53 signaling pathway. There was a correlation between the expression level of miR-3940-5p and immune infiltration. LUAD cell lines showed significantly higher levels of miR-3940-5p than Beas-2B cells. Conclusion: A high expression of miR-3940-5p is significantly associated with a poor prognosis in patients with LUAD, suggesting that it could be used as a prognostic biomarker. Keywords: microRNA-3940-5p, lung adenocarcinoma, clinical significance, immune infiltration, regulation network</description><identifier>ISSN: 1178-7074</identifier><identifier>EISSN: 1178-7074</identifier><identifier>DOI: 10.2U7/IJGM.S375761</identifier><language>eng</language><publisher>Dove Medical Press Limited</publisher><subject>Adenocarcinoma ; African Americans ; B cells ; Cancer ; Genetic aspects ; Genomics ; MicroRNA ; Prognosis ; Tumor proteins</subject><ispartof>International journal of general medicine, 2022-08, Vol.15, p.6451</ispartof><rights>COPYRIGHT 2022 Dove Medical Press Limited</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>315,782,786,866,27933,27934</link.rule.ids></links><search><creatorcontrib>Lin, Zhichao</creatorcontrib><creatorcontrib>Huang, Wenhai</creatorcontrib><creatorcontrib>Xie, Zehua</creatorcontrib><creatorcontrib>Yi, Yongsheng</creatorcontrib><creatorcontrib>Li, Zumei</creatorcontrib><title>Expression, Clinical Significance, Immune Infiltration, and Regulation Network of miR-3940-5p in Lung Adenocarcinoma Based on Bioinformatic Analysis and Experimental Validation</title><title>International journal of general medicine</title><description>Background: Based on bioinformatics analysis and experimental validation, we investigated the expression, clinical significance, immune infiltration, and potential signaling pathways of miR-3940-5p in lung adenocarcinoma (LUAD). Methods: 521 LUAD tissue samples and 46 normal lung tissue samples from The Cancer Genome Atlas (TCGA) database. We evaluated the relationship between clinical features and miR-3940-5p expression using Kruskal-Wallis, Wilcoxon sign-rank, and logistic regression, explored the relationship between miR-3940-5p expression and the prognosis of LUAD patients using Kaplan-Meier survival curve analysis. Several databases were used to identify miRNA targets. MiR-3940-5p target genes were analyzed based on Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. The significant role of miR-3940-5p in function was evaluated using immune infiltration analysis. LUAD cell lines were tested for miR-3940-5p expression using QRT-PCR. Results: There was a significant association between high miR-3940-5p expression in LUAD and T stage (P=0.005), pathologic stage (P=0.047), race (White vs Asian &amp; Black or African American) (P=0.041), residual tumor (P=0.043), and anatomic neoplasm subdivision2 (P=0.030). MiR-3940-5p expression predicted poor overall survival (HR: 1.35; 95% CI: 1.01-1.81; P=0.045), diseasespecific survival (HR: 1.53; 95% CI: 1.05-2.23; P=0.026), and progression-free survival (HR: 1.35; 95% CI: 1.03-1.77; P=0.032). BAP1, BBS1, CCR2, KCNE3, PEBP1, and RABL2A were all associated with poor OS in LUAD patients with low miR-3940-5p expression levels. According to GO and KEGG analyses, miR-3940-5p may play a role in LUAD development by regulating pathways such as measles, PI3K-Akt signaling pathway, and p53 signaling pathway. There was a correlation between the expression level of miR-3940-5p and immune infiltration. LUAD cell lines showed significantly higher levels of miR-3940-5p than Beas-2B cells. Conclusion: A high expression of miR-3940-5p is significantly associated with a poor prognosis in patients with LUAD, suggesting that it could be used as a prognostic biomarker. Keywords: microRNA-3940-5p, lung adenocarcinoma, clinical significance, immune infiltration, regulation network</description><subject>Adenocarcinoma</subject><subject>African Americans</subject><subject>B cells</subject><subject>Cancer</subject><subject>Genetic aspects</subject><subject>Genomics</subject><subject>MicroRNA</subject><subject>Prognosis</subject><subject>Tumor proteins</subject><issn>1178-7074</issn><issn>1178-7074</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid/><recordid>eNptUL1OwzAQjhBIlMLEC1hibYodJ3EzthWUoAJSW1grx75EBv9UcSrgrXhETGDogG64O-n7u4uiS4LHyTO7Lu8XD-M1ZRnLyVE0IIRNYoZZenwwn0Zn3r9inOc5oYPo6-Zj14L3ytkRmmtlleAarVVjVR1GK2CESmP2FlBpa6W7lnc9lluJVtDsdb-jR-jeXfuGXI2MWsW0SHGc7ZCyaLm3DZpKsE7wVijrDEcz7kGiQJspp2ztWhNUBJparj-98r14CAatMmC7EOiFayV7p_PopObaw8VfH0ab25vN_C5ePi3K-XQZNzkL1hmuU0Y5VJJkUKUg04QmRE4KmuZFVZG8KjKeM8kLBqwQGBcUk4qxNMG8kpQOo6tf2YZr2P5kDJcLo7zYThmZEJzhFAfU-B9UKAlGCWchfAwOCd99JYFx</recordid><startdate>20220831</startdate><enddate>20220831</enddate><creator>Lin, Zhichao</creator><creator>Huang, Wenhai</creator><creator>Xie, Zehua</creator><creator>Yi, Yongsheng</creator><creator>Li, Zumei</creator><general>Dove Medical Press Limited</general><scope/></search><sort><creationdate>20220831</creationdate><title>Expression, Clinical Significance, Immune Infiltration, and Regulation Network of miR-3940-5p in Lung Adenocarcinoma Based on Bioinformatic Analysis and Experimental Validation</title><author>Lin, Zhichao ; Huang, Wenhai ; Xie, Zehua ; Yi, Yongsheng ; Li, Zumei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-g670-550f473aebd15eb4ed42321d893469bb16b95a67da97e79c009301b77420abd33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Adenocarcinoma</topic><topic>African Americans</topic><topic>B cells</topic><topic>Cancer</topic><topic>Genetic aspects</topic><topic>Genomics</topic><topic>MicroRNA</topic><topic>Prognosis</topic><topic>Tumor proteins</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lin, Zhichao</creatorcontrib><creatorcontrib>Huang, Wenhai</creatorcontrib><creatorcontrib>Xie, Zehua</creatorcontrib><creatorcontrib>Yi, Yongsheng</creatorcontrib><creatorcontrib>Li, Zumei</creatorcontrib><jtitle>International journal of general medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lin, Zhichao</au><au>Huang, Wenhai</au><au>Xie, Zehua</au><au>Yi, Yongsheng</au><au>Li, Zumei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Expression, Clinical Significance, Immune Infiltration, and Regulation Network of miR-3940-5p in Lung Adenocarcinoma Based on Bioinformatic Analysis and Experimental Validation</atitle><jtitle>International journal of general medicine</jtitle><date>2022-08-31</date><risdate>2022</risdate><volume>15</volume><spage>6451</spage><pages>6451-</pages><issn>1178-7074</issn><eissn>1178-7074</eissn><abstract>Background: Based on bioinformatics analysis and experimental validation, we investigated the expression, clinical significance, immune infiltration, and potential signaling pathways of miR-3940-5p in lung adenocarcinoma (LUAD). Methods: 521 LUAD tissue samples and 46 normal lung tissue samples from The Cancer Genome Atlas (TCGA) database. We evaluated the relationship between clinical features and miR-3940-5p expression using Kruskal-Wallis, Wilcoxon sign-rank, and logistic regression, explored the relationship between miR-3940-5p expression and the prognosis of LUAD patients using Kaplan-Meier survival curve analysis. Several databases were used to identify miRNA targets. MiR-3940-5p target genes were analyzed based on Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. The significant role of miR-3940-5p in function was evaluated using immune infiltration analysis. LUAD cell lines were tested for miR-3940-5p expression using QRT-PCR. Results: There was a significant association between high miR-3940-5p expression in LUAD and T stage (P=0.005), pathologic stage (P=0.047), race (White vs Asian &amp; Black or African American) (P=0.041), residual tumor (P=0.043), and anatomic neoplasm subdivision2 (P=0.030). MiR-3940-5p expression predicted poor overall survival (HR: 1.35; 95% CI: 1.01-1.81; P=0.045), diseasespecific survival (HR: 1.53; 95% CI: 1.05-2.23; P=0.026), and progression-free survival (HR: 1.35; 95% CI: 1.03-1.77; P=0.032). BAP1, BBS1, CCR2, KCNE3, PEBP1, and RABL2A were all associated with poor OS in LUAD patients with low miR-3940-5p expression levels. According to GO and KEGG analyses, miR-3940-5p may play a role in LUAD development by regulating pathways such as measles, PI3K-Akt signaling pathway, and p53 signaling pathway. There was a correlation between the expression level of miR-3940-5p and immune infiltration. LUAD cell lines showed significantly higher levels of miR-3940-5p than Beas-2B cells. Conclusion: A high expression of miR-3940-5p is significantly associated with a poor prognosis in patients with LUAD, suggesting that it could be used as a prognostic biomarker. Keywords: microRNA-3940-5p, lung adenocarcinoma, clinical significance, immune infiltration, regulation network</abstract><pub>Dove Medical Press Limited</pub><doi>10.2U7/IJGM.S375761</doi></addata></record>
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subjects Adenocarcinoma
African Americans
B cells
Cancer
Genetic aspects
Genomics
MicroRNA
Prognosis
Tumor proteins
title Expression, Clinical Significance, Immune Infiltration, and Regulation Network of miR-3940-5p in Lung Adenocarcinoma Based on Bioinformatic Analysis and Experimental Validation
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