mRNA-miRNA-lncRNA Regulatory Network in Nonalcoholic Fatty Liver Disease

Aim: we aimed to construct a bioinformatics-based co-regulatory network of mRNAs and non coding RNAs (ncRNAs), which is implicated in the pathogenesis of non-alcoholic fatty liver disease (NAFLD), followed by its validation in a NAFLD animal model. Materials and Methods: The mRNAs–miRNAs–lncRNAs reg...

Full description

Bibliographic Details
Main Authors: Marwa Matboli, Shaimaa H. Gadallah, Wafaa M. Rashed, Amany Helmy Hasanin, Nada Essawy, Hala M. Ghanem, Sanaa Eissa
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/22/13/6770
id doaj-d5990b294ef24821ac4d557a27dcce17
record_format Article
spelling doaj-d5990b294ef24821ac4d557a27dcce172021-07-15T15:36:45ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672021-06-01226770677010.3390/ijms22136770mRNA-miRNA-lncRNA Regulatory Network in Nonalcoholic Fatty Liver DiseaseMarwa Matboli0Shaimaa H. Gadallah1Wafaa M. Rashed2Amany Helmy Hasanin3Nada Essawy4Hala M. Ghanem5Sanaa Eissa6Department of Medical Biochemistry and Molecular Biology, Faculty of Medicine, Ain Shams University, Cairo 11382, EgyptDepartment of Biochemistry, Faculty of Science, Ain Shams University, Cairo 11382, EgyptDepartment of Research, Children’s Cancer Hospital-57357, Cairo 11382, EgyptDepartment of Clinical Pharmacology, Faculty of Medicine, Ain Shams University, Cairo 11382, EgyptInstitut Pasteur, CEDEX 15, 75724 Paris, FranceDepartment of Biochemistry, Faculty of Science, Ain Shams University, Cairo 11382, EgyptDepartment of Medical Biochemistry and Molecular Biology, Faculty of Medicine, Ain Shams University, Cairo 11382, EgyptAim: we aimed to construct a bioinformatics-based co-regulatory network of mRNAs and non coding RNAs (ncRNAs), which is implicated in the pathogenesis of non-alcoholic fatty liver disease (NAFLD), followed by its validation in a NAFLD animal model. Materials and Methods: The mRNAs–miRNAs–lncRNAs regulatory network involved in NAFLD was retrieved and constructed utilizing bioinformatics tools. Then, we validated this network using an NAFLD animal model, high sucrose and high fat diet (HSHF)-fed rats. Finally, the expression level of the network players was assessed in the liver tissues using reverse transcriptase real-time polymerase chain reaction. Results: in-silico constructed network revealed six mRNAs (<i>YAP1, FOXA2, AMOTL2, TEAD2, SMAD4</i> and <i>NF2</i>), two miRNAs (<i>miR-650</i> and <i>miR-1205</i>), and two lncRNAs (RPARP-AS1 and <i>SRD5A3-AS1</i>) that play important roles as a co-regulatory network in NAFLD pathogenesis. Moreover, the expression level of these constructed network–players was significantly different between NAFLD and normal control. Conclusion and future perspectives: this study provides new insight into the molecular mechanism of NAFLD pathogenesis and valuable clues for the potential use of the constructed RNA network in effective diagnostic or management strategies of NAFLD.https://www.mdpi.com/1422-0067/22/13/6770NAFLDNon-Alcoholic SteatoHepatitis (NASH)Hippo signalingmiRNAslncRNAsncRNAs network
collection DOAJ
language English
format Article
sources DOAJ
author Marwa Matboli
Shaimaa H. Gadallah
Wafaa M. Rashed
Amany Helmy Hasanin
Nada Essawy
Hala M. Ghanem
Sanaa Eissa
spellingShingle Marwa Matboli
Shaimaa H. Gadallah
Wafaa M. Rashed
Amany Helmy Hasanin
Nada Essawy
Hala M. Ghanem
Sanaa Eissa
mRNA-miRNA-lncRNA Regulatory Network in Nonalcoholic Fatty Liver Disease
International Journal of Molecular Sciences
NAFLD
Non-Alcoholic SteatoHepatitis (NASH)
Hippo signaling
miRNAs
lncRNAs
ncRNAs network
author_facet Marwa Matboli
Shaimaa H. Gadallah
Wafaa M. Rashed
Amany Helmy Hasanin
Nada Essawy
Hala M. Ghanem
Sanaa Eissa
author_sort Marwa Matboli
title mRNA-miRNA-lncRNA Regulatory Network in Nonalcoholic Fatty Liver Disease
title_short mRNA-miRNA-lncRNA Regulatory Network in Nonalcoholic Fatty Liver Disease
title_full mRNA-miRNA-lncRNA Regulatory Network in Nonalcoholic Fatty Liver Disease
title_fullStr mRNA-miRNA-lncRNA Regulatory Network in Nonalcoholic Fatty Liver Disease
title_full_unstemmed mRNA-miRNA-lncRNA Regulatory Network in Nonalcoholic Fatty Liver Disease
title_sort mrna-mirna-lncrna regulatory network in nonalcoholic fatty liver disease
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1661-6596
1422-0067
publishDate 2021-06-01
description Aim: we aimed to construct a bioinformatics-based co-regulatory network of mRNAs and non coding RNAs (ncRNAs), which is implicated in the pathogenesis of non-alcoholic fatty liver disease (NAFLD), followed by its validation in a NAFLD animal model. Materials and Methods: The mRNAs–miRNAs–lncRNAs regulatory network involved in NAFLD was retrieved and constructed utilizing bioinformatics tools. Then, we validated this network using an NAFLD animal model, high sucrose and high fat diet (HSHF)-fed rats. Finally, the expression level of the network players was assessed in the liver tissues using reverse transcriptase real-time polymerase chain reaction. Results: in-silico constructed network revealed six mRNAs (<i>YAP1, FOXA2, AMOTL2, TEAD2, SMAD4</i> and <i>NF2</i>), two miRNAs (<i>miR-650</i> and <i>miR-1205</i>), and two lncRNAs (RPARP-AS1 and <i>SRD5A3-AS1</i>) that play important roles as a co-regulatory network in NAFLD pathogenesis. Moreover, the expression level of these constructed network–players was significantly different between NAFLD and normal control. Conclusion and future perspectives: this study provides new insight into the molecular mechanism of NAFLD pathogenesis and valuable clues for the potential use of the constructed RNA network in effective diagnostic or management strategies of NAFLD.
topic NAFLD
Non-Alcoholic SteatoHepatitis (NASH)
Hippo signaling
miRNAs
lncRNAs
ncRNAs network
url https://www.mdpi.com/1422-0067/22/13/6770
work_keys_str_mv AT marwamatboli mrnamirnalncrnaregulatorynetworkinnonalcoholicfattyliverdisease
AT shaimaahgadallah mrnamirnalncrnaregulatorynetworkinnonalcoholicfattyliverdisease
AT wafaamrashed mrnamirnalncrnaregulatorynetworkinnonalcoholicfattyliverdisease
AT amanyhelmyhasanin mrnamirnalncrnaregulatorynetworkinnonalcoholicfattyliverdisease
AT nadaessawy mrnamirnalncrnaregulatorynetworkinnonalcoholicfattyliverdisease
AT halamghanem mrnamirnalncrnaregulatorynetworkinnonalcoholicfattyliverdisease
AT sanaaeissa mrnamirnalncrnaregulatorynetworkinnonalcoholicfattyliverdisease
_version_ 1721299370776723456