A meta-analysis and review on genetic mapping of type 2 diabetes mellitus in Iraq
Background The prevalence of type 2 diabetes mellitus (T2DM) has been increasing rapidly in Iraq over the past few decades. Identifying the most significant factors contributing to the development of T2DM is crucial to reducing its prevalence in this region. Genetics and epigenetics have been shown...
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Veröffentlicht in: | Egyptian Journal of Medical Human Genetics 2023-12, Vol.24 (1), p.66-19, Article 66 |
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creator | Musafer, Karar N. J. Rava, Mohammad Chobok, Ali Sabah Shamsuddin, Shaharum Al-Mousawi, Masar Riyadh Rashid Hayup, Fahrul |
description | Background
The prevalence of type 2 diabetes mellitus (T2DM) has been increasing rapidly in Iraq over the past few decades. Identifying the most significant factors contributing to the development of T2DM is crucial to reducing its prevalence in this region. Genetics and epigenetics have been shown to play a role in the initiation of T2DM, making it essential to study the genetic variations of diabetic patients to identify common biomarkers associated with this disorder in Iraq.
Methods
We conducted a systematic review and meta-analysis of published data to identify potential pathological indicators associated with T2DM in Iraq. We searched various databases and included studies that reported the association between genetic biomarkers and T2DM in Iraqi patients. We then analyzed the data using a random-effects model to estimate the overall effect size and identify the most common biomarkers associated with the risk of T2DM.
Results
We identified 31 explored genes in 41 studies that exhibited the most common biomarkers with a strong association with the risk of T2DM in Iraq. Our exploration embraced genomic, demographic, and sensitivity analyses, enriching insights.
Conclusions
Our study provides valuable insight into the genetic SNPs associated with T2DM in Iraq and offers a foundation for future research in this area. The identified SNPs can help in the development of personalized treatment options, leading to better disease management and improved patient outcomes. The study also highlights the need for further investigation into potential genetic SNPs and factors that may contribute to the development of T2DM in Iraq. While our study is limited by the sample sizes of some of the included studies, it provides a starting point for researchers seeking to identify common diagnostic markers for T2DM in Iraq. |
doi_str_mv | 10.1186/s43042-023-00448-4 |
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The prevalence of type 2 diabetes mellitus (T2DM) has been increasing rapidly in Iraq over the past few decades. Identifying the most significant factors contributing to the development of T2DM is crucial to reducing its prevalence in this region. Genetics and epigenetics have been shown to play a role in the initiation of T2DM, making it essential to study the genetic variations of diabetic patients to identify common biomarkers associated with this disorder in Iraq.
Methods
We conducted a systematic review and meta-analysis of published data to identify potential pathological indicators associated with T2DM in Iraq. We searched various databases and included studies that reported the association between genetic biomarkers and T2DM in Iraqi patients. We then analyzed the data using a random-effects model to estimate the overall effect size and identify the most common biomarkers associated with the risk of T2DM.
Results
We identified 31 explored genes in 41 studies that exhibited the most common biomarkers with a strong association with the risk of T2DM in Iraq. Our exploration embraced genomic, demographic, and sensitivity analyses, enriching insights.
Conclusions
Our study provides valuable insight into the genetic SNPs associated with T2DM in Iraq and offers a foundation for future research in this area. The identified SNPs can help in the development of personalized treatment options, leading to better disease management and improved patient outcomes. The study also highlights the need for further investigation into potential genetic SNPs and factors that may contribute to the development of T2DM in Iraq. While our study is limited by the sample sizes of some of the included studies, it provides a starting point for researchers seeking to identify common diagnostic markers for T2DM in Iraq.</description><identifier>ISSN: 2090-2441</identifier><identifier>ISSN: 1110-8630</identifier><identifier>EISSN: 2090-2441</identifier><identifier>DOI: 10.1186/s43042-023-00448-4</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Analysis ; Bioindicators ; Bioinformatics ; Biomarkers ; Diabetes ; Diabetes mellitus (non-insulin dependent) ; Diabetes risk factors ; Diabetics ; Epigenetic inheritance ; Epigenetics ; Gene loci ; Gene mapping ; Genetic analysis ; Genetic aspects ; Genetic diversity ; Genetic mapping ; Genetics ; Medical research ; Medicine ; Medicine & Public Health ; Medicine, Experimental ; Meta-Analysis ; Population ; Sensitivity analysis ; Single-nucleotide polymorphism ; Software ; Type 2 diabetes ; Type 2 Diabetes Mellitus (T2DM)</subject><ispartof>Egyptian Journal of Medical Human Genetics, 2023-12, Vol.24 (1), p.66-19, Article 66</ispartof><rights>The Author(s) 2023</rights><rights>COPYRIGHT 2023 Springer</rights><rights>The Author(s) 2023. This work is published under http://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><cites>FETCH-LOGICAL-c447t-6b1a9ae4b1b5e12e42440aa2752ec2b5877d7500c67287d1baa9ff93a0d278de3</cites><orcidid>0000-0003-3352-6204</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,860,27901,27902</link.rule.ids></links><search><creatorcontrib>Musafer, Karar N. J.</creatorcontrib><creatorcontrib>Rava, Mohammad</creatorcontrib><creatorcontrib>Chobok, Ali Sabah</creatorcontrib><creatorcontrib>Shamsuddin, Shaharum</creatorcontrib><creatorcontrib>Al-Mousawi, Masar Riyadh Rashid</creatorcontrib><creatorcontrib>Hayup, Fahrul</creatorcontrib><title>A meta-analysis and review on genetic mapping of type 2 diabetes mellitus in Iraq</title><title>Egyptian Journal of Medical Human Genetics</title><addtitle>Egypt J Med Hum Genet</addtitle><description>Background
The prevalence of type 2 diabetes mellitus (T2DM) has been increasing rapidly in Iraq over the past few decades. Identifying the most significant factors contributing to the development of T2DM is crucial to reducing its prevalence in this region. Genetics and epigenetics have been shown to play a role in the initiation of T2DM, making it essential to study the genetic variations of diabetic patients to identify common biomarkers associated with this disorder in Iraq.
Methods
We conducted a systematic review and meta-analysis of published data to identify potential pathological indicators associated with T2DM in Iraq. We searched various databases and included studies that reported the association between genetic biomarkers and T2DM in Iraqi patients. We then analyzed the data using a random-effects model to estimate the overall effect size and identify the most common biomarkers associated with the risk of T2DM.
Results
We identified 31 explored genes in 41 studies that exhibited the most common biomarkers with a strong association with the risk of T2DM in Iraq. Our exploration embraced genomic, demographic, and sensitivity analyses, enriching insights.
Conclusions
Our study provides valuable insight into the genetic SNPs associated with T2DM in Iraq and offers a foundation for future research in this area. The identified SNPs can help in the development of personalized treatment options, leading to better disease management and improved patient outcomes. The study also highlights the need for further investigation into potential genetic SNPs and factors that may contribute to the development of T2DM in Iraq. While our study is limited by the sample sizes of some of the included studies, it provides a starting point for researchers seeking to identify common diagnostic markers for T2DM in Iraq.</description><subject>Analysis</subject><subject>Bioindicators</subject><subject>Bioinformatics</subject><subject>Biomarkers</subject><subject>Diabetes</subject><subject>Diabetes mellitus (non-insulin dependent)</subject><subject>Diabetes risk factors</subject><subject>Diabetics</subject><subject>Epigenetic inheritance</subject><subject>Epigenetics</subject><subject>Gene loci</subject><subject>Gene mapping</subject><subject>Genetic analysis</subject><subject>Genetic aspects</subject><subject>Genetic diversity</subject><subject>Genetic mapping</subject><subject>Genetics</subject><subject>Medical research</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Medicine, Experimental</subject><subject>Meta-Analysis</subject><subject>Population</subject><subject>Sensitivity analysis</subject><subject>Single-nucleotide polymorphism</subject><subject>Software</subject><subject>Type 2 diabetes</subject><subject>Type 2 Diabetes Mellitus (T2DM)</subject><issn>2090-2441</issn><issn>1110-8630</issn><issn>2090-2441</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>BENPR</sourceid><sourceid>DOA</sourceid><recordid>eNp9kV-L1TAQxYsouK5-AZ8CPndNpmmTPl4W_1xYEEGfwzSZllzapJv0KvfbG7fiKojkIWE4v8PJnKp6LfiNELp7m2XDJdQcmppzKXUtn1RXwHteg5Ti6R_v59WLnE-cd22j5FX1-cAW2rDGgPMl-8wwOJbom6fvLAY2UaDNW7bguvowsTiy7bISA-Y8DrRRLvg8--2cmQ_smPD-ZfVsxDnTq1_3dfX1_bsvtx_ru08fjreHu9pKqba6GwT2SHIQQ0sCSJZwHBFUC2RhaLVSTrWc206BVk4MiP049g1yB0o7aq6r4-7rIp7MmvyC6WIievMwiGkymEr2mQyC0wPpwYFVEnurR-Jla0MLDQfe6eL1ZvdaU7w_U97MKZ5TWUk2oLXgbd-3_aNqwmLqwxi3hHbx2ZqDUhxaKQCK6uYfqnIcLd7GQKMv878A2AGbYs6Jxt-fEdz8bNfs7ZrSrnlo18gCNTuUizhMlB4T_4f6AQFppF0</recordid><startdate>20231201</startdate><enddate>20231201</enddate><creator>Musafer, Karar N. J.</creator><creator>Rava, Mohammad</creator><creator>Chobok, Ali Sabah</creator><creator>Shamsuddin, Shaharum</creator><creator>Al-Mousawi, Masar Riyadh Rashid</creator><creator>Hayup, Fahrul</creator><general>Springer Berlin Heidelberg</general><general>Springer</general><general>Springer Nature B.V</general><general>SpringerOpen</general><scope>C6C</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>CWDGH</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-3352-6204</orcidid></search><sort><creationdate>20231201</creationdate><title>A meta-analysis and review on genetic mapping of type 2 diabetes mellitus in Iraq</title><author>Musafer, Karar N. J. ; Rava, Mohammad ; Chobok, Ali Sabah ; Shamsuddin, Shaharum ; Al-Mousawi, Masar Riyadh Rashid ; Hayup, Fahrul</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c447t-6b1a9ae4b1b5e12e42440aa2752ec2b5877d7500c67287d1baa9ff93a0d278de3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Analysis</topic><topic>Bioindicators</topic><topic>Bioinformatics</topic><topic>Biomarkers</topic><topic>Diabetes</topic><topic>Diabetes mellitus (non-insulin dependent)</topic><topic>Diabetes risk factors</topic><topic>Diabetics</topic><topic>Epigenetic inheritance</topic><topic>Epigenetics</topic><topic>Gene loci</topic><topic>Gene mapping</topic><topic>Genetic analysis</topic><topic>Genetic aspects</topic><topic>Genetic diversity</topic><topic>Genetic mapping</topic><topic>Genetics</topic><topic>Medical research</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Medicine, Experimental</topic><topic>Meta-Analysis</topic><topic>Population</topic><topic>Sensitivity analysis</topic><topic>Single-nucleotide polymorphism</topic><topic>Software</topic><topic>Type 2 diabetes</topic><topic>Type 2 Diabetes Mellitus (T2DM)</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Musafer, Karar N. J.</creatorcontrib><creatorcontrib>Rava, Mohammad</creatorcontrib><creatorcontrib>Chobok, Ali Sabah</creatorcontrib><creatorcontrib>Shamsuddin, Shaharum</creatorcontrib><creatorcontrib>Al-Mousawi, Masar Riyadh Rashid</creatorcontrib><creatorcontrib>Hayup, Fahrul</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>Middle East & Africa Database</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Biological Science Database</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>DOAJ Directory of Open Access Journals</collection><jtitle>Egyptian Journal of Medical Human Genetics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Musafer, Karar N. J.</au><au>Rava, Mohammad</au><au>Chobok, Ali Sabah</au><au>Shamsuddin, Shaharum</au><au>Al-Mousawi, Masar Riyadh Rashid</au><au>Hayup, Fahrul</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A meta-analysis and review on genetic mapping of type 2 diabetes mellitus in Iraq</atitle><jtitle>Egyptian Journal of Medical Human Genetics</jtitle><stitle>Egypt J Med Hum Genet</stitle><date>2023-12-01</date><risdate>2023</risdate><volume>24</volume><issue>1</issue><spage>66</spage><epage>19</epage><pages>66-19</pages><artnum>66</artnum><issn>2090-2441</issn><issn>1110-8630</issn><eissn>2090-2441</eissn><abstract>Background
The prevalence of type 2 diabetes mellitus (T2DM) has been increasing rapidly in Iraq over the past few decades. Identifying the most significant factors contributing to the development of T2DM is crucial to reducing its prevalence in this region. Genetics and epigenetics have been shown to play a role in the initiation of T2DM, making it essential to study the genetic variations of diabetic patients to identify common biomarkers associated with this disorder in Iraq.
Methods
We conducted a systematic review and meta-analysis of published data to identify potential pathological indicators associated with T2DM in Iraq. We searched various databases and included studies that reported the association between genetic biomarkers and T2DM in Iraqi patients. We then analyzed the data using a random-effects model to estimate the overall effect size and identify the most common biomarkers associated with the risk of T2DM.
Results
We identified 31 explored genes in 41 studies that exhibited the most common biomarkers with a strong association with the risk of T2DM in Iraq. Our exploration embraced genomic, demographic, and sensitivity analyses, enriching insights.
Conclusions
Our study provides valuable insight into the genetic SNPs associated with T2DM in Iraq and offers a foundation for future research in this area. The identified SNPs can help in the development of personalized treatment options, leading to better disease management and improved patient outcomes. The study also highlights the need for further investigation into potential genetic SNPs and factors that may contribute to the development of T2DM in Iraq. While our study is limited by the sample sizes of some of the included studies, it provides a starting point for researchers seeking to identify common diagnostic markers for T2DM in Iraq.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1186/s43042-023-00448-4</doi><tpages>19</tpages><orcidid>https://orcid.org/0000-0003-3352-6204</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Bioindicators Bioinformatics Biomarkers Diabetes Diabetes mellitus (non-insulin dependent) Diabetes risk factors Diabetics Epigenetic inheritance Epigenetics Gene loci Gene mapping Genetic analysis Genetic aspects Genetic diversity Genetic mapping Genetics Medical research Medicine Medicine & Public Health Medicine, Experimental Meta-Analysis Population Sensitivity analysis Single-nucleotide polymorphism Software Type 2 diabetes Type 2 Diabetes Mellitus (T2DM) |
title | A meta-analysis and review on genetic mapping of type 2 diabetes mellitus in Iraq |
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