Selection of Suitable Reference Genes for Analysis of Salivary Transcriptome in Non-Syndromic Autistic Male Children

Childhood autism is a severe form of complex genetically heterogeneous and behaviorally defined set of neurodevelopmental diseases, collectively termed as autism spectrum disorders (ASD). Reverse transcriptase quantitative real-time PCR (RT-qPCR) is a highly sensitive technique for transcriptome ana...

Full description

Bibliographic Details
Main Authors: Yasin Panahi, Fahimeh Salasar Moghaddam, Zahra Ghasemi, Mandana Hadi Jafari, Reza Shervin Badv, Mohamad Reza Eskandari, Mehrdad Pedram
Format: Article
Language:English
Published: MDPI AG 2016-10-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:http://www.mdpi.com/1422-0067/17/10/1711
id doaj-a0ae2c621b6f4352b9900b3a998c5db9
record_format Article
spelling doaj-a0ae2c621b6f4352b9900b3a998c5db92020-11-24T21:47:47ZengMDPI AGInternational Journal of Molecular Sciences1422-00672016-10-011710171110.3390/ijms17101711ijms17101711Selection of Suitable Reference Genes for Analysis of Salivary Transcriptome in Non-Syndromic Autistic Male ChildrenYasin Panahi0Fahimeh Salasar Moghaddam1Zahra Ghasemi2Mandana Hadi Jafari3Reza Shervin Badv4Mohamad Reza Eskandari5Mehrdad Pedram6Department of Genetics and Molecular Medicine, School of Medicine, Zanjan University of Medical Sciences (ZUMS), Zanjan 45139-56111, IranDepartment of Medical Biotechnology, School of Medicine, Zanjan University of Medical Sciences (ZUMS), Zanjan 45139-56111, IranDepartment of Medical Biotechnology, School of Medicine, Zanjan University of Medical Sciences (ZUMS), Zanjan 45139-56111, IranDepartment of Genetics and Molecular Medicine, School of Medicine, Zanjan University of Medical Sciences (ZUMS), Zanjan 45139-56111, IranDepartment of Pediatric Neurology, School of Medicine, Tehran University of Medical Sciences (TUMS), Tehran 14176-13151, IranMetrowest CNS Research Center, Natick, MA 01760, USADepartment of Genetics and Molecular Medicine, School of Medicine, Zanjan University of Medical Sciences (ZUMS), Zanjan 45139-56111, IranChildhood autism is a severe form of complex genetically heterogeneous and behaviorally defined set of neurodevelopmental diseases, collectively termed as autism spectrum disorders (ASD). Reverse transcriptase quantitative real-time PCR (RT-qPCR) is a highly sensitive technique for transcriptome analysis, and it has been frequently used in ASD gene expression studies. However, normalization to stably expressed reference gene(s) is necessary to validate any alteration reported at the mRNA level for target genes. The main goal of the present study was to find the most stable reference genes in the salivary transcriptome for RT-qPCR analysis in non-syndromic male childhood autism. Saliva samples were obtained from nine drug naïve non-syndromic male children with autism and also sex-, age-, and location-matched healthy controls using the RNA-stabilizer kit from DNA Genotek. A systematic two-phased measurement of whole saliva mRNA levels for eight common housekeeping genes (HKGs) was carried out by RT-qPCR, and the stability of expression for each candidate gene was analyzed using two specialized algorithms, geNorm and NormFinder, in parallel. Our analysis shows that while the frequently used HKG ACTB is not a suitable reference gene, the combination of GAPDH and YWHAZ could be recommended for normalization of RT-qPCR analysis of salivary transcriptome in non-syndromic autistic male children.http://www.mdpi.com/1422-0067/17/10/1711childhood autismnon-syndromictranscriptomesalivareverse transcriptase quantitative real-time PCR (RT-qPCR)housekeeping genes (HKGs)reference genestability of expressiongeNormNormFinder
collection DOAJ
language English
format Article
sources DOAJ
author Yasin Panahi
Fahimeh Salasar Moghaddam
Zahra Ghasemi
Mandana Hadi Jafari
Reza Shervin Badv
Mohamad Reza Eskandari
Mehrdad Pedram
spellingShingle Yasin Panahi
Fahimeh Salasar Moghaddam
Zahra Ghasemi
Mandana Hadi Jafari
Reza Shervin Badv
Mohamad Reza Eskandari
Mehrdad Pedram
Selection of Suitable Reference Genes for Analysis of Salivary Transcriptome in Non-Syndromic Autistic Male Children
International Journal of Molecular Sciences
childhood autism
non-syndromic
transcriptome
saliva
reverse transcriptase quantitative real-time PCR (RT-qPCR)
housekeeping genes (HKGs)
reference gene
stability of expression
geNorm
NormFinder
author_facet Yasin Panahi
Fahimeh Salasar Moghaddam
Zahra Ghasemi
Mandana Hadi Jafari
Reza Shervin Badv
Mohamad Reza Eskandari
Mehrdad Pedram
author_sort Yasin Panahi
title Selection of Suitable Reference Genes for Analysis of Salivary Transcriptome in Non-Syndromic Autistic Male Children
title_short Selection of Suitable Reference Genes for Analysis of Salivary Transcriptome in Non-Syndromic Autistic Male Children
title_full Selection of Suitable Reference Genes for Analysis of Salivary Transcriptome in Non-Syndromic Autistic Male Children
title_fullStr Selection of Suitable Reference Genes for Analysis of Salivary Transcriptome in Non-Syndromic Autistic Male Children
title_full_unstemmed Selection of Suitable Reference Genes for Analysis of Salivary Transcriptome in Non-Syndromic Autistic Male Children
title_sort selection of suitable reference genes for analysis of salivary transcriptome in non-syndromic autistic male children
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1422-0067
publishDate 2016-10-01
description Childhood autism is a severe form of complex genetically heterogeneous and behaviorally defined set of neurodevelopmental diseases, collectively termed as autism spectrum disorders (ASD). Reverse transcriptase quantitative real-time PCR (RT-qPCR) is a highly sensitive technique for transcriptome analysis, and it has been frequently used in ASD gene expression studies. However, normalization to stably expressed reference gene(s) is necessary to validate any alteration reported at the mRNA level for target genes. The main goal of the present study was to find the most stable reference genes in the salivary transcriptome for RT-qPCR analysis in non-syndromic male childhood autism. Saliva samples were obtained from nine drug naïve non-syndromic male children with autism and also sex-, age-, and location-matched healthy controls using the RNA-stabilizer kit from DNA Genotek. A systematic two-phased measurement of whole saliva mRNA levels for eight common housekeeping genes (HKGs) was carried out by RT-qPCR, and the stability of expression for each candidate gene was analyzed using two specialized algorithms, geNorm and NormFinder, in parallel. Our analysis shows that while the frequently used HKG ACTB is not a suitable reference gene, the combination of GAPDH and YWHAZ could be recommended for normalization of RT-qPCR analysis of salivary transcriptome in non-syndromic autistic male children.
topic childhood autism
non-syndromic
transcriptome
saliva
reverse transcriptase quantitative real-time PCR (RT-qPCR)
housekeeping genes (HKGs)
reference gene
stability of expression
geNorm
NormFinder
url http://www.mdpi.com/1422-0067/17/10/1711
work_keys_str_mv AT yasinpanahi selectionofsuitablereferencegenesforanalysisofsalivarytranscriptomeinnonsyndromicautisticmalechildren
AT fahimehsalasarmoghaddam selectionofsuitablereferencegenesforanalysisofsalivarytranscriptomeinnonsyndromicautisticmalechildren
AT zahraghasemi selectionofsuitablereferencegenesforanalysisofsalivarytranscriptomeinnonsyndromicautisticmalechildren
AT mandanahadijafari selectionofsuitablereferencegenesforanalysisofsalivarytranscriptomeinnonsyndromicautisticmalechildren
AT rezashervinbadv selectionofsuitablereferencegenesforanalysisofsalivarytranscriptomeinnonsyndromicautisticmalechildren
AT mohamadrezaeskandari selectionofsuitablereferencegenesforanalysisofsalivarytranscriptomeinnonsyndromicautisticmalechildren
AT mehrdadpedram selectionofsuitablereferencegenesforanalysisofsalivarytranscriptomeinnonsyndromicautisticmalechildren
_version_ 1725895573043675136