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Integrated Network Analysis of microRNAs, mRNAs, and Proteins Reveals the Regulatory Interaction between hsa-mir-200b and CFL2 Associated with Advanced Stage and Poor Prognosis in Patients with Intestinal Gastric Cancer
Intestinal gastric cancer (IGC) carcinogenesis results from a complex interplay between environmental and molecular factors, ultimately contributing to disease development. We used integrative bioinformatic analysis to investigate IGC high-throughput molecular data to uncover interactions among diff...
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Published in: | Cancers 2023-11, Vol.15 (22), p.5374 |
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description | Intestinal gastric cancer (IGC) carcinogenesis results from a complex interplay between environmental and molecular factors, ultimately contributing to disease development. We used integrative bioinformatic analysis to investigate IGC high-throughput molecular data to uncover interactions among differentially expressed genes, microRNAs, and proteins and their roles in IGC. An integrated network was generated based on experimentally validated microRNA-gene/protein interaction data, with three regulatory circuits involved in a complex network contributing to IGC progression. Key regulators were determined, including 23 microRNA and 15 gene/protein hubs. The regulatory circuit networks were associated with hallmarks of cancer, e.g., cell death, apoptosis and the cell cycle, the immune response, and epithelial-to-mesenchymal transition, indicating that different mechanisms of gene regulation impact similar biological functions. Altered expression of hubs was related to the clinicopathological characteristics of IGC patients and showed good performance in discriminating tumors from adjacent nontumor tissues and in relation to T stage and overall survival (OS). Interestingly, expression of upregulated hub hsa-mir-200b and its downregulated target hub gene/protein CFL2 were related not only to pathological T staging and OS but also to changes during IGC carcinogenesis. Our study suggests that regulation of CFL2 by hsa-miR-200b is a dynamic process during tumor progression and that this control plays essential roles in IGC development. Overall, the results indicate that this regulatory interaction is an important component in IGC pathogenesis. Also, we identified a novel molecular interplay between microRNAs, proteins, and genes associated with IGC in a complex biological network and the hubs closely related to IGC carcinogenesis as potential biomarkers. |
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Altered expression of hubs was related to the clinicopathological characteristics of IGC patients and showed good performance in discriminating tumors from adjacent nontumor tissues and in relation to T stage and overall survival (OS). Interestingly, expression of upregulated hub hsa-mir-200b and its downregulated target hub gene/protein CFL2 were related not only to pathological T staging and OS but also to changes during IGC carcinogenesis. Our study suggests that regulation of CFL2 by hsa-miR-200b is a dynamic process during tumor progression and that this control plays essential roles in IGC development. Overall, the results indicate that this regulatory interaction is an important component in IGC pathogenesis. Also, we identified a novel molecular interplay between microRNAs, proteins, and genes associated with IGC in a complex biological network and the hubs closely related to IGC carcinogenesis as potential biomarkers.</description><identifier>ISSN: 2072-6694</identifier><identifier>EISSN: 2072-6694</identifier><identifier>DOI: 10.3390/cancers15225374</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Apoptosis ; Biomarkers ; Cancer ; Cancer patients ; Carcinogenesis ; Cell cycle ; Cell death ; Development and progression ; Gastric cancer ; Gene expression ; Gene regulation ; Genes ; Genomes ; Health savings accounts ; Immune response ; Intestine ; Medical prognosis ; Messenger RNA ; MicroRNA ; MicroRNAs ; miRNA ; mRNA ; Patients ; Performance evaluation ; Proteins ; Software ; Stem cells ; Stomach cancer ; Survival analysis ; Tumors</subject><ispartof>Cancers, 2023-11, Vol.15 (22), p.5374</ispartof><rights>COPYRIGHT 2023 MDPI AG</rights><rights>2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). 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Also, we identified a novel molecular interplay between microRNAs, proteins, and genes associated with IGC in a complex biological network and the hubs closely related to IGC carcinogenesis as potential biomarkers.</description><subject>Apoptosis</subject><subject>Biomarkers</subject><subject>Cancer</subject><subject>Cancer patients</subject><subject>Carcinogenesis</subject><subject>Cell cycle</subject><subject>Cell death</subject><subject>Development and progression</subject><subject>Gastric cancer</subject><subject>Gene expression</subject><subject>Gene regulation</subject><subject>Genes</subject><subject>Genomes</subject><subject>Health savings accounts</subject><subject>Immune response</subject><subject>Intestine</subject><subject>Medical prognosis</subject><subject>Messenger RNA</subject><subject>MicroRNA</subject><subject>MicroRNAs</subject><subject>miRNA</subject><subject>mRNA</subject><subject>Patients</subject><subject>Performance evaluation</subject><subject>Proteins</subject><subject>Software</subject><subject>Stem cells</subject><subject>Stomach cancer</subject><subject>Survival analysis</subject><subject>Tumors</subject><issn>2072-6694</issn><issn>2072-6694</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNptUsFu1DAQjRBIVKVnrpa4cCCtYztxfIxWtFRalarAOZo4k6xLYhfb22q_lZ_B2XAoFfZhRtab955nJsveF_Scc0UvNFiNPhQlYyWX4lV2wqhkeVUp8fpZ_jY7C-GepsN5ISt5kv2-thFHDxF7coPxyfmfpLEwHYIJxA1kNtq7u5smfCLzGsD25Na7iMYGcoePCFMgcYcpH_cTROcPZCH1oKNxlnSJFdGSXYB8Nj5nlHZHks3llpEmBKfNUf7JxB1p-sflKz35FmHEVcw5vyiO1i2mjCW3EA3aGNaSRSxEk0yTKwjRG002x3a8y94MyRye_Y2n2Y_Lz983X_Lt16vrTbPNtShozLUcgKled3UvJZaiplUJpehUR7HjQgmAUtW9qhUbqgpU11WVFLRnRdFB6j4_zT6uvA_e_donL-1sgsZpAotuH1pWK16LktVFgn54Ab13e5-sryjKZV08Q40wYWvs4GLq5kLaNlIKXtRclAl1_h9Uuj2mqTmLg0nv_xRcrAVppCF4HNoHb2bwh7ag7bJG7Ys14n8A91G8tQ</recordid><startdate>20231101</startdate><enddate>20231101</enddate><creator>dos Santos, Everton Cruz</creator><creator>Rohan, Paulo</creator><creator>Binato, Renata</creator><creator>Abdelhay, Eliana</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7T5</scope><scope>7TO</scope><scope>7XB</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>H94</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M2O</scope><scope>M7P</scope><scope>MBDVC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-3412-5325</orcidid><orcidid>https://orcid.org/0000-0001-5166-0832</orcidid></search><sort><creationdate>20231101</creationdate><title>Integrated Network Analysis of microRNAs, mRNAs, and Proteins Reveals the Regulatory Interaction between hsa-mir-200b and CFL2 Associated with Advanced Stage and Poor Prognosis in Patients with Intestinal Gastric Cancer</title><author>dos Santos, Everton Cruz ; Rohan, Paulo ; Binato, Renata ; Abdelhay, Eliana</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c410t-c7fa29dcb8d77e548065a54b9b0eb3494aa598d9892f66a9bb66740d211ba3393</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Apoptosis</topic><topic>Biomarkers</topic><topic>Cancer</topic><topic>Cancer patients</topic><topic>Carcinogenesis</topic><topic>Cell cycle</topic><topic>Cell death</topic><topic>Development and progression</topic><topic>Gastric cancer</topic><topic>Gene expression</topic><topic>Gene regulation</topic><topic>Genes</topic><topic>Genomes</topic><topic>Health savings accounts</topic><topic>Immune response</topic><topic>Intestine</topic><topic>Medical prognosis</topic><topic>Messenger RNA</topic><topic>MicroRNA</topic><topic>MicroRNAs</topic><topic>miRNA</topic><topic>mRNA</topic><topic>Patients</topic><topic>Performance evaluation</topic><topic>Proteins</topic><topic>Software</topic><topic>Stem cells</topic><topic>Stomach cancer</topic><topic>Survival analysis</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>dos Santos, Everton Cruz</creatorcontrib><creatorcontrib>Rohan, Paulo</creatorcontrib><creatorcontrib>Binato, Renata</creatorcontrib><creatorcontrib>Abdelhay, Eliana</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Immunology Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>ProQuest research library</collection><collection>Biological Science Database</collection><collection>Research Library (Corporate)</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>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><jtitle>Cancers</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>dos Santos, Everton Cruz</au><au>Rohan, Paulo</au><au>Binato, Renata</au><au>Abdelhay, Eliana</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Integrated Network Analysis of microRNAs, mRNAs, and Proteins Reveals the Regulatory Interaction between hsa-mir-200b and CFL2 Associated with Advanced Stage and Poor Prognosis in Patients with Intestinal Gastric Cancer</atitle><jtitle>Cancers</jtitle><date>2023-11-01</date><risdate>2023</risdate><volume>15</volume><issue>22</issue><spage>5374</spage><pages>5374-</pages><issn>2072-6694</issn><eissn>2072-6694</eissn><abstract>Intestinal gastric cancer (IGC) carcinogenesis results from a complex interplay between environmental and molecular factors, ultimately contributing to disease development. We used integrative bioinformatic analysis to investigate IGC high-throughput molecular data to uncover interactions among differentially expressed genes, microRNAs, and proteins and their roles in IGC. An integrated network was generated based on experimentally validated microRNA-gene/protein interaction data, with three regulatory circuits involved in a complex network contributing to IGC progression. Key regulators were determined, including 23 microRNA and 15 gene/protein hubs. The regulatory circuit networks were associated with hallmarks of cancer, e.g., cell death, apoptosis and the cell cycle, the immune response, and epithelial-to-mesenchymal transition, indicating that different mechanisms of gene regulation impact similar biological functions. Altered expression of hubs was related to the clinicopathological characteristics of IGC patients and showed good performance in discriminating tumors from adjacent nontumor tissues and in relation to T stage and overall survival (OS). Interestingly, expression of upregulated hub hsa-mir-200b and its downregulated target hub gene/protein CFL2 were related not only to pathological T staging and OS but also to changes during IGC carcinogenesis. Our study suggests that regulation of CFL2 by hsa-miR-200b is a dynamic process during tumor progression and that this control plays essential roles in IGC development. Overall, the results indicate that this regulatory interaction is an important component in IGC pathogenesis. Also, we identified a novel molecular interplay between microRNAs, proteins, and genes associated with IGC in a complex biological network and the hubs closely related to IGC carcinogenesis as potential biomarkers.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/cancers15225374</doi><orcidid>https://orcid.org/0000-0002-3412-5325</orcidid><orcidid>https://orcid.org/0000-0001-5166-0832</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Apoptosis Biomarkers Cancer Cancer patients Carcinogenesis Cell cycle Cell death Development and progression Gastric cancer Gene expression Gene regulation Genes Genomes Health savings accounts Immune response Intestine Medical prognosis Messenger RNA MicroRNA MicroRNAs miRNA mRNA Patients Performance evaluation Proteins Software Stem cells Stomach cancer Survival analysis Tumors |
title | Integrated Network Analysis of microRNAs, mRNAs, and Proteins Reveals the Regulatory Interaction between hsa-mir-200b and CFL2 Associated with Advanced Stage and Poor Prognosis in Patients with Intestinal Gastric Cancer |
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