M6A RNA methylation modification and tumor immune microenvironment in lung adenocarcinoma
Lung adenocarcinoma is one of the deadliest tumors. Studies have shown that N6-methyladenosine RNA methylation regulators, as a dynamic chemical modification, affect the occurrence and development of lung adenocarcinoma. To investigate the relationship between mutations and expression levels of m6A...
Gespeichert in:
Veröffentlicht in: | Biophysics reports 2023-01, Vol.9 (3), p.146-158 |
---|---|
Hauptverfasser: | , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 158 |
---|---|
container_issue | 3 |
container_start_page | 146 |
container_title | Biophysics reports |
container_volume | 9 |
creator | Li, Shujuan Li, Qianzhong Zhang, Luqiang Qi, Yechen Bai, Hui |
description | Lung adenocarcinoma is one of the deadliest tumors. Studies have shown that N6-methyladenosine RNA methylation regulators, as a dynamic chemical modification, affect the occurrence and development of lung adenocarcinoma. To investigate the relationship between mutations and expression levels of m6A regulators in lung adenocarcinoma, we investigated the mutations and expression levels of 38 m6A regulators. We found that mutations in m6A regulatory factors did not affect the changes in expression levels, and 19 differentially expressed genes were identified. All tumor samples were classified into two subtypes based on the expression levels of 19 differentially expressed m6A-regulated genes. Survival analysis showed significant differences in survival between the two subtypes. To explore the relationship between immune cell infiltration and survival in both subtypes, we calculated the infiltration of 23 immune cells in both subtypes, and we found that the subtype with high immune cell infiltration had better survival. We found that subtypes with low tumor purity and high stromal and immune scores had better survival. The m6A-related immune genes were identified by taking the intersection of differentially expressed genes and immune genes in the two isoforms and calculating the Pearson correlation coefficients between the intersecting immune genes and the differentially expressed m6A-regulated genes. Finally, a prognostic model associated with m6A and associated with immunity was developed using prognostic genes screened from m6A-associated immune genes. The predictive power of the model was evaluated and our model was able to achieve good prediction. |
doi_str_mv | 10.52601/bpr.2023.220020 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2895700548</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2895700548</sourcerecordid><originalsourceid>FETCH-LOGICAL-c2140-ac4e1e04054b984914d329083d6899c781d94ace138e94f690b3adb87b82ba093</originalsourceid><addsrcrecordid>eNpdkE1LAzEQhoMoWGrvHgNevLROPrqbHEvxC6qC6MFTyGazmrJJarIr9N-7dT2Ip3kHHl5mHoTOCSyWtAByVe3SggJlC0oBKByhCWUFnzNO4fhPPkWznLcAQApWEiIn6O2hWOHnxxX2tvvYt7pzMWAfa9c4My461LjrfUzYed8Hi70zKdrw5VIM3oYOu4DbPrxjXdsQjU7Ghej1GTppdJvt7HdO0evN9cv6br55ur1frzZzQwmHuTbcEgsclrySgkvCa0YlCFYXQkpTClJLro0lTFjJm0JCxXRdibIStNIg2RRdjr27FD97mzvlXTa2bXWwsc-KCrksYagXA3rxD93GPoXhOsWAMSEkFwcKRmp4M-dkG7VLzuu0VwTUj2416FYH3WrUzb4BwH9x-Q</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3033889488</pqid></control><display><type>article</type><title>M6A RNA methylation modification and tumor immune microenvironment in lung adenocarcinoma</title><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central Open Access</source><source>PubMed Central</source><creator>Li, Shujuan ; Li, Qianzhong ; Zhang, Luqiang ; Qi, Yechen ; Bai, Hui</creator><creatorcontrib>Li, Shujuan ; Li, Qianzhong ; Zhang, Luqiang ; Qi, Yechen ; Bai, Hui ; The State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, Inner Mongolia University, Hohhot 010070, China ; Laboratory of Theoretical Biophysics, School of Physical Science and Technology, Inner Mongolia University, Hohhot 010021, China</creatorcontrib><description>Lung adenocarcinoma is one of the deadliest tumors. Studies have shown that N6-methyladenosine RNA methylation regulators, as a dynamic chemical modification, affect the occurrence and development of lung adenocarcinoma. To investigate the relationship between mutations and expression levels of m6A regulators in lung adenocarcinoma, we investigated the mutations and expression levels of 38 m6A regulators. We found that mutations in m6A regulatory factors did not affect the changes in expression levels, and 19 differentially expressed genes were identified. All tumor samples were classified into two subtypes based on the expression levels of 19 differentially expressed m6A-regulated genes. Survival analysis showed significant differences in survival between the two subtypes. To explore the relationship between immune cell infiltration and survival in both subtypes, we calculated the infiltration of 23 immune cells in both subtypes, and we found that the subtype with high immune cell infiltration had better survival. We found that subtypes with low tumor purity and high stromal and immune scores had better survival. The m6A-related immune genes were identified by taking the intersection of differentially expressed genes and immune genes in the two isoforms and calculating the Pearson correlation coefficients between the intersecting immune genes and the differentially expressed m6A-regulated genes. Finally, a prognostic model associated with m6A and associated with immunity was developed using prognostic genes screened from m6A-associated immune genes. The predictive power of the model was evaluated and our model was able to achieve good prediction.</description><identifier>ISSN: 2364-3420</identifier><identifier>ISSN: 2364-3439</identifier><identifier>EISSN: 2364-3420</identifier><identifier>DOI: 10.52601/bpr.2023.220020</identifier><language>eng</language><publisher>Beijing: Institute of Biophysics</publisher><subject>Adenocarcinoma ; Cancer ; Cell survival ; Chemical modification ; Correlation coefficients ; Genes ; Immune system ; Infiltration ; Isoforms ; Lungs ; Metastases ; Methylation ; Microenvironments ; Mutation ; N6-methyladenosine ; Ribonucleic acid ; RNA ; RNA modification ; Survival ; Survival analysis ; Tumors</subject><ispartof>Biophysics reports, 2023-01, Vol.9 (3), p.146-158</ispartof><rights>2023. This article is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,864,27923,27924</link.rule.ids></links><search><creatorcontrib>Li, Shujuan</creatorcontrib><creatorcontrib>Li, Qianzhong</creatorcontrib><creatorcontrib>Zhang, Luqiang</creatorcontrib><creatorcontrib>Qi, Yechen</creatorcontrib><creatorcontrib>Bai, Hui</creatorcontrib><creatorcontrib>The State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, Inner Mongolia University, Hohhot 010070, China</creatorcontrib><creatorcontrib>Laboratory of Theoretical Biophysics, School of Physical Science and Technology, Inner Mongolia University, Hohhot 010021, China</creatorcontrib><title>M6A RNA methylation modification and tumor immune microenvironment in lung adenocarcinoma</title><title>Biophysics reports</title><description>Lung adenocarcinoma is one of the deadliest tumors. Studies have shown that N6-methyladenosine RNA methylation regulators, as a dynamic chemical modification, affect the occurrence and development of lung adenocarcinoma. To investigate the relationship between mutations and expression levels of m6A regulators in lung adenocarcinoma, we investigated the mutations and expression levels of 38 m6A regulators. We found that mutations in m6A regulatory factors did not affect the changes in expression levels, and 19 differentially expressed genes were identified. All tumor samples were classified into two subtypes based on the expression levels of 19 differentially expressed m6A-regulated genes. Survival analysis showed significant differences in survival between the two subtypes. To explore the relationship between immune cell infiltration and survival in both subtypes, we calculated the infiltration of 23 immune cells in both subtypes, and we found that the subtype with high immune cell infiltration had better survival. We found that subtypes with low tumor purity and high stromal and immune scores had better survival. The m6A-related immune genes were identified by taking the intersection of differentially expressed genes and immune genes in the two isoforms and calculating the Pearson correlation coefficients between the intersecting immune genes and the differentially expressed m6A-regulated genes. Finally, a prognostic model associated with m6A and associated with immunity was developed using prognostic genes screened from m6A-associated immune genes. The predictive power of the model was evaluated and our model was able to achieve good prediction.</description><subject>Adenocarcinoma</subject><subject>Cancer</subject><subject>Cell survival</subject><subject>Chemical modification</subject><subject>Correlation coefficients</subject><subject>Genes</subject><subject>Immune system</subject><subject>Infiltration</subject><subject>Isoforms</subject><subject>Lungs</subject><subject>Metastases</subject><subject>Methylation</subject><subject>Microenvironments</subject><subject>Mutation</subject><subject>N6-methyladenosine</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>RNA modification</subject><subject>Survival</subject><subject>Survival analysis</subject><subject>Tumors</subject><issn>2364-3420</issn><issn>2364-3439</issn><issn>2364-3420</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNpdkE1LAzEQhoMoWGrvHgNevLROPrqbHEvxC6qC6MFTyGazmrJJarIr9N-7dT2Ip3kHHl5mHoTOCSyWtAByVe3SggJlC0oBKByhCWUFnzNO4fhPPkWznLcAQApWEiIn6O2hWOHnxxX2tvvYt7pzMWAfa9c4My461LjrfUzYed8Hi70zKdrw5VIM3oYOu4DbPrxjXdsQjU7Ghej1GTppdJvt7HdO0evN9cv6br55ur1frzZzQwmHuTbcEgsclrySgkvCa0YlCFYXQkpTClJLro0lTFjJm0JCxXRdibIStNIg2RRdjr27FD97mzvlXTa2bXWwsc-KCrksYagXA3rxD93GPoXhOsWAMSEkFwcKRmp4M-dkG7VLzuu0VwTUj2416FYH3WrUzb4BwH9x-Q</recordid><startdate>20230101</startdate><enddate>20230101</enddate><creator>Li, Shujuan</creator><creator>Li, Qianzhong</creator><creator>Zhang, Luqiang</creator><creator>Qi, Yechen</creator><creator>Bai, Hui</creator><general>Institute of Biophysics</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M7P</scope><scope>P5Z</scope><scope>P62</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope></search><sort><creationdate>20230101</creationdate><title>M6A RNA methylation modification and tumor immune microenvironment in lung adenocarcinoma</title><author>Li, Shujuan ; Li, Qianzhong ; Zhang, Luqiang ; Qi, Yechen ; Bai, Hui</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2140-ac4e1e04054b984914d329083d6899c781d94ace138e94f690b3adb87b82ba093</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Adenocarcinoma</topic><topic>Cancer</topic><topic>Cell survival</topic><topic>Chemical modification</topic><topic>Correlation coefficients</topic><topic>Genes</topic><topic>Immune system</topic><topic>Infiltration</topic><topic>Isoforms</topic><topic>Lungs</topic><topic>Metastases</topic><topic>Methylation</topic><topic>Microenvironments</topic><topic>Mutation</topic><topic>N6-methyladenosine</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>RNA modification</topic><topic>Survival</topic><topic>Survival analysis</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Shujuan</creatorcontrib><creatorcontrib>Li, Qianzhong</creatorcontrib><creatorcontrib>Zhang, Luqiang</creatorcontrib><creatorcontrib>Qi, Yechen</creatorcontrib><creatorcontrib>Bai, Hui</creatorcontrib><creatorcontrib>The State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, Inner Mongolia University, Hohhot 010070, China</creatorcontrib><creatorcontrib>Laboratory of Theoretical Biophysics, School of Physical Science and Technology, Inner Mongolia University, Hohhot 010021, China</creatorcontrib><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Biological Science Database</collection><collection>Advanced Technologies & Aerospace Database</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><jtitle>Biophysics reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Shujuan</au><au>Li, Qianzhong</au><au>Zhang, Luqiang</au><au>Qi, Yechen</au><au>Bai, Hui</au><aucorp>The State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, Inner Mongolia University, Hohhot 010070, China</aucorp><aucorp>Laboratory of Theoretical Biophysics, School of Physical Science and Technology, Inner Mongolia University, Hohhot 010021, China</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>M6A RNA methylation modification and tumor immune microenvironment in lung adenocarcinoma</atitle><jtitle>Biophysics reports</jtitle><date>2023-01-01</date><risdate>2023</risdate><volume>9</volume><issue>3</issue><spage>146</spage><epage>158</epage><pages>146-158</pages><issn>2364-3420</issn><issn>2364-3439</issn><eissn>2364-3420</eissn><abstract>Lung adenocarcinoma is one of the deadliest tumors. Studies have shown that N6-methyladenosine RNA methylation regulators, as a dynamic chemical modification, affect the occurrence and development of lung adenocarcinoma. To investigate the relationship between mutations and expression levels of m6A regulators in lung adenocarcinoma, we investigated the mutations and expression levels of 38 m6A regulators. We found that mutations in m6A regulatory factors did not affect the changes in expression levels, and 19 differentially expressed genes were identified. All tumor samples were classified into two subtypes based on the expression levels of 19 differentially expressed m6A-regulated genes. Survival analysis showed significant differences in survival between the two subtypes. To explore the relationship between immune cell infiltration and survival in both subtypes, we calculated the infiltration of 23 immune cells in both subtypes, and we found that the subtype with high immune cell infiltration had better survival. We found that subtypes with low tumor purity and high stromal and immune scores had better survival. The m6A-related immune genes were identified by taking the intersection of differentially expressed genes and immune genes in the two isoforms and calculating the Pearson correlation coefficients between the intersecting immune genes and the differentially expressed m6A-regulated genes. Finally, a prognostic model associated with m6A and associated with immunity was developed using prognostic genes screened from m6A-associated immune genes. The predictive power of the model was evaluated and our model was able to achieve good prediction.</abstract><cop>Beijing</cop><pub>Institute of Biophysics</pub><doi>10.52601/bpr.2023.220020</doi><tpages>13</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2364-3420 |
ispartof | Biophysics reports, 2023-01, Vol.9 (3), p.146-158 |
issn | 2364-3420 2364-3439 2364-3420 |
language | eng |
recordid | cdi_proquest_miscellaneous_2895700548 |
source | DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central Open Access; PubMed Central |
subjects | Adenocarcinoma Cancer Cell survival Chemical modification Correlation coefficients Genes Immune system Infiltration Isoforms Lungs Metastases Methylation Microenvironments Mutation N6-methyladenosine Ribonucleic acid RNA RNA modification Survival Survival analysis Tumors |
title | M6A RNA methylation modification and tumor immune microenvironment in lung adenocarcinoma |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-11T06%3A47%3A51IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=M6A%20RNA%20methylation%20modification%20and%20tumor%20immune%20microenvironment%20in%20lung%20adenocarcinoma&rft.jtitle=Biophysics%20reports&rft.au=Li,%20Shujuan&rft.aucorp=The%20State%20Key%20Laboratory%20of%20Reproductive%20Regulation%20and%20Breeding%20of%20Grassland%20Livestock,%20Inner%20Mongolia%20University,%20Hohhot%20010070,%20China&rft.date=2023-01-01&rft.volume=9&rft.issue=3&rft.spage=146&rft.epage=158&rft.pages=146-158&rft.issn=2364-3420&rft.eissn=2364-3420&rft_id=info:doi/10.52601/bpr.2023.220020&rft_dat=%3Cproquest_cross%3E2895700548%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3033889488&rft_id=info:pmid/&rfr_iscdi=true |