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Integrated microRNA–mRNA Expression Profiling Identifies Novel Targets and Networks Associated with Autism
Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder, with mutations in hundreds of genes contributing to its risk. Herein, we studied lymphoblastoid cell lines (LCLs) from children diagnosed with autistic disorder (n = 10) and controls (n = 7) using RNA and miRNA sequencing profi...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9225282/ https://www.ncbi.nlm.nih.gov/pubmed/35743705 http://dx.doi.org/10.3390/jpm12060920 |
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author | Gill, Pritmohinder S. Dweep, Harsh Rose, Shannon Wickramasinghe, Priyankara J. Vyas, Kanan K. McCullough, Sandra Porter-Gill, Patricia A. Frye, Richard E. |
author_facet | Gill, Pritmohinder S. Dweep, Harsh Rose, Shannon Wickramasinghe, Priyankara J. Vyas, Kanan K. McCullough, Sandra Porter-Gill, Patricia A. Frye, Richard E. |
author_sort | Gill, Pritmohinder S. |
collection | PubMed |
description | Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder, with mutations in hundreds of genes contributing to its risk. Herein, we studied lymphoblastoid cell lines (LCLs) from children diagnosed with autistic disorder (n = 10) and controls (n = 7) using RNA and miRNA sequencing profiles. The sequencing analysis identified 1700 genes and 102 miRNAs differentially expressed between the ASD and control LCLs (p ≤ 0.05). The top upregulated genes were GABRA4, AUTS2, and IL27, and the top upregulated miRNAs were hsa-miR-6813-3p, hsa-miR-221-5p, and hsa-miR-21-5p. The RT-qPCR analysis confirmed the sequencing results for randomly selected candidates: AUTS2, FMR1, PTEN, hsa-miR-15a-5p, hsa-miR-92a-3p, and hsa-miR-125b-5p. The functional enrichment analysis showed pathways involved in ASD control proliferation of neuronal cells, cell death of immune cells, epilepsy or neurodevelopmental disorders, WNT and PTEN signaling, apoptosis, and cancer. The integration of mRNA and miRNA sequencing profiles by miRWalk2.0 identified correlated changes in miRNAs and their targets’ expression. The integration analysis found significantly dysregulated miRNA–gene pairs in ASD. Overall, these findings suggest that mRNA and miRNA expression profiles in ASD are greatly altered in LCLs and reveal numerous miRNA–gene interactions that regulate critical pathways involved in the proliferation of neuronal cells, cell death of immune cells, and neuronal development. |
format | Online Article Text |
id | pubmed-9225282 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92252822022-06-24 Integrated microRNA–mRNA Expression Profiling Identifies Novel Targets and Networks Associated with Autism Gill, Pritmohinder S. Dweep, Harsh Rose, Shannon Wickramasinghe, Priyankara J. Vyas, Kanan K. McCullough, Sandra Porter-Gill, Patricia A. Frye, Richard E. J Pers Med Article Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder, with mutations in hundreds of genes contributing to its risk. Herein, we studied lymphoblastoid cell lines (LCLs) from children diagnosed with autistic disorder (n = 10) and controls (n = 7) using RNA and miRNA sequencing profiles. The sequencing analysis identified 1700 genes and 102 miRNAs differentially expressed between the ASD and control LCLs (p ≤ 0.05). The top upregulated genes were GABRA4, AUTS2, and IL27, and the top upregulated miRNAs were hsa-miR-6813-3p, hsa-miR-221-5p, and hsa-miR-21-5p. The RT-qPCR analysis confirmed the sequencing results for randomly selected candidates: AUTS2, FMR1, PTEN, hsa-miR-15a-5p, hsa-miR-92a-3p, and hsa-miR-125b-5p. The functional enrichment analysis showed pathways involved in ASD control proliferation of neuronal cells, cell death of immune cells, epilepsy or neurodevelopmental disorders, WNT and PTEN signaling, apoptosis, and cancer. The integration of mRNA and miRNA sequencing profiles by miRWalk2.0 identified correlated changes in miRNAs and their targets’ expression. The integration analysis found significantly dysregulated miRNA–gene pairs in ASD. Overall, these findings suggest that mRNA and miRNA expression profiles in ASD are greatly altered in LCLs and reveal numerous miRNA–gene interactions that regulate critical pathways involved in the proliferation of neuronal cells, cell death of immune cells, and neuronal development. MDPI 2022-06-01 /pmc/articles/PMC9225282/ /pubmed/35743705 http://dx.doi.org/10.3390/jpm12060920 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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/). |
spellingShingle | Article Gill, Pritmohinder S. Dweep, Harsh Rose, Shannon Wickramasinghe, Priyankara J. Vyas, Kanan K. McCullough, Sandra Porter-Gill, Patricia A. Frye, Richard E. Integrated microRNA–mRNA Expression Profiling Identifies Novel Targets and Networks Associated with Autism |
title | Integrated microRNA–mRNA Expression Profiling Identifies Novel Targets and Networks Associated with Autism |
title_full | Integrated microRNA–mRNA Expression Profiling Identifies Novel Targets and Networks Associated with Autism |
title_fullStr | Integrated microRNA–mRNA Expression Profiling Identifies Novel Targets and Networks Associated with Autism |
title_full_unstemmed | Integrated microRNA–mRNA Expression Profiling Identifies Novel Targets and Networks Associated with Autism |
title_short | Integrated microRNA–mRNA Expression Profiling Identifies Novel Targets and Networks Associated with Autism |
title_sort | integrated microrna–mrna expression profiling identifies novel targets and networks associated with autism |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9225282/ https://www.ncbi.nlm.nih.gov/pubmed/35743705 http://dx.doi.org/10.3390/jpm12060920 |
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