{"title":"自闭症谱系综合征患者的潜在脑部生物标志物","authors":"Davood Ghavi , Amir Ebrahimi , Zahra Forouzandeh , Mahmoud Shekari Khaniani , Sima Mansoori Derakhshan","doi":"10.1016/j.rasd.2024.102467","DOIUrl":null,"url":null,"abstract":"<div><p>Autism spectrum disorder (ASD) is referred as a cluster of neurodevelopmental disorders with relatively high incidence. ASD is believed to be a multifactorial condition, and genetics is one of the most important factors in its formation. Therefore, profiling gene expression in ASD patients can lead to the identification of new molecular insights. To evaluate gene expression patterns, we have utilized NCBI GEO microarray data. The dataset of ASD patients (GSE28475, GSE28521, GSE38322 and GSE113834) were defined as two meta-data, Total brain meta-data and Lobe specified meta-data. Meta-analysis and batch effect removal was conducted by the SVA package. Microarray data analysis was performed using the LIMMA package under R 4.2.1 software. Total Meta-Analysis (TMA) identified 525 significantly differentially expressed genes (DEGs) in ASD patient’s brain. The temporal and frontal lobes of ASD patients showed 96 and 23 DEGs respectively. Among the mentioned DEGs, there were 11 common DEGs between the temporal and frontal lobes that were also dysregulated in TMA except for UTP4 which was only dysregulated in the temporal and frontal lobes. However, the occipital and cerebellum lobes did not show any significant DEGs. Enrichment analysis pointed out the vital roles of identified DEGs in transmembrane transportation, ATP production, and cellular respiration. According to our findings, gene expression profile in the temporal and frontal lobes of ASD patients are significantly different than a control group. This aberrant gene expression potentially leads to crucial complications in nerve signal transmission and defects energy production in neurons. Therefore, potential therapeutic targets may be suggested based on these findings.</p></div>","PeriodicalId":48255,"journal":{"name":"Research in Autism Spectrum Disorders","volume":"118 ","pages":"Article 102467"},"PeriodicalIF":2.2000,"publicationDate":"2024-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Potential brain biomarkers in patients with Autism spectrum syndrome\",\"authors\":\"Davood Ghavi , Amir Ebrahimi , Zahra Forouzandeh , Mahmoud Shekari Khaniani , Sima Mansoori Derakhshan\",\"doi\":\"10.1016/j.rasd.2024.102467\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Autism spectrum disorder (ASD) is referred as a cluster of neurodevelopmental disorders with relatively high incidence. ASD is believed to be a multifactorial condition, and genetics is one of the most important factors in its formation. Therefore, profiling gene expression in ASD patients can lead to the identification of new molecular insights. To evaluate gene expression patterns, we have utilized NCBI GEO microarray data. The dataset of ASD patients (GSE28475, GSE28521, GSE38322 and GSE113834) were defined as two meta-data, Total brain meta-data and Lobe specified meta-data. Meta-analysis and batch effect removal was conducted by the SVA package. Microarray data analysis was performed using the LIMMA package under R 4.2.1 software. Total Meta-Analysis (TMA) identified 525 significantly differentially expressed genes (DEGs) in ASD patient’s brain. The temporal and frontal lobes of ASD patients showed 96 and 23 DEGs respectively. Among the mentioned DEGs, there were 11 common DEGs between the temporal and frontal lobes that were also dysregulated in TMA except for UTP4 which was only dysregulated in the temporal and frontal lobes. However, the occipital and cerebellum lobes did not show any significant DEGs. Enrichment analysis pointed out the vital roles of identified DEGs in transmembrane transportation, ATP production, and cellular respiration. According to our findings, gene expression profile in the temporal and frontal lobes of ASD patients are significantly different than a control group. This aberrant gene expression potentially leads to crucial complications in nerve signal transmission and defects energy production in neurons. Therefore, potential therapeutic targets may be suggested based on these findings.</p></div>\",\"PeriodicalId\":48255,\"journal\":{\"name\":\"Research in Autism Spectrum Disorders\",\"volume\":\"118 \",\"pages\":\"Article 102467\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2024-09-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Research in Autism Spectrum Disorders\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1750946724001429\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"EDUCATION, SPECIAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Research in Autism Spectrum Disorders","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1750946724001429","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION, SPECIAL","Score":null,"Total":0}
Potential brain biomarkers in patients with Autism spectrum syndrome
Autism spectrum disorder (ASD) is referred as a cluster of neurodevelopmental disorders with relatively high incidence. ASD is believed to be a multifactorial condition, and genetics is one of the most important factors in its formation. Therefore, profiling gene expression in ASD patients can lead to the identification of new molecular insights. To evaluate gene expression patterns, we have utilized NCBI GEO microarray data. The dataset of ASD patients (GSE28475, GSE28521, GSE38322 and GSE113834) were defined as two meta-data, Total brain meta-data and Lobe specified meta-data. Meta-analysis and batch effect removal was conducted by the SVA package. Microarray data analysis was performed using the LIMMA package under R 4.2.1 software. Total Meta-Analysis (TMA) identified 525 significantly differentially expressed genes (DEGs) in ASD patient’s brain. The temporal and frontal lobes of ASD patients showed 96 and 23 DEGs respectively. Among the mentioned DEGs, there were 11 common DEGs between the temporal and frontal lobes that were also dysregulated in TMA except for UTP4 which was only dysregulated in the temporal and frontal lobes. However, the occipital and cerebellum lobes did not show any significant DEGs. Enrichment analysis pointed out the vital roles of identified DEGs in transmembrane transportation, ATP production, and cellular respiration. According to our findings, gene expression profile in the temporal and frontal lobes of ASD patients are significantly different than a control group. This aberrant gene expression potentially leads to crucial complications in nerve signal transmission and defects energy production in neurons. Therefore, potential therapeutic targets may be suggested based on these findings.
期刊介绍:
Research in Autism Spectrum Disorders (RASD) publishes high quality empirical articles and reviews that contribute to a better understanding of Autism Spectrum Disorders (ASD) at all levels of description; genetic, neurobiological, cognitive, and behavioral. The primary focus of the journal is to bridge the gap between basic research at these levels, and the practical questions and difficulties that are faced by individuals with ASD and their families, as well as carers, educators and clinicians. In addition, the journal encourages submissions on topics that remain under-researched in the field. We know shamefully little about the causes and consequences of the significant language and general intellectual impairments that characterize half of all individuals with ASD. We know even less about the challenges that women with ASD face and less still about the needs of individuals with ASD as they grow older. Medical and psychological co-morbidities and the complications they bring with them for the diagnosis and treatment of ASD represents another area of relatively little research. At RASD we are committed to promoting high-quality and rigorous research on all of these issues, and we look forward to receiving many excellent submissions.