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
Hauptverfasser: Musafer, Karar N. J., Rava, Mohammad, Chobok, Ali Sabah, Shamsuddin, Shaharum, Al-Mousawi, Masar Riyadh Rashid, Hayup, Fahrul
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container_issue 1
container_start_page 66
container_title Egyptian Journal of Medical Human Genetics
container_volume 24
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.
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J. ; Rava, Mohammad ; Chobok, Ali Sabah ; Shamsuddin, Shaharum ; Al-Mousawi, Masar Riyadh Rashid ; Hayup, Fahrul</creator><creatorcontrib>Musafer, Karar N. J. ; Rava, Mohammad ; Chobok, Ali Sabah ; Shamsuddin, Shaharum ; Al-Mousawi, Masar Riyadh Rashid ; Hayup, Fahrul</creatorcontrib><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><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 &amp; 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. 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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. 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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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