Integrative Analysis of lncRNA-mRNA Profile Reveals Potential Predictors for SAPHO Syndrome

Synovitis, acne, pustulosis, hyperostosis, and osteitis (SAPHO) syndrome is known as a rare disease characterized by inflammatory lesions on bones and skin. Polymorphism of clinical manifestation and lack of molecular biomarkers have both limited its diagnosis. Our study performed RNA sequencing (RN...

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Main Authors: Yuxiu Sun, Chen Li, Qingyi Lu, Haixu Jiang, Mengmeng Zhu, Guangrui Huang, Ting Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.684520/full
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spelling doaj-7ca626d311d745fd8e3480587dde857d2021-06-21T07:25:31ZengFrontiers Media S.A.Frontiers in Genetics1664-80212021-06-011210.3389/fgene.2021.684520684520Integrative Analysis of lncRNA-mRNA Profile Reveals Potential Predictors for SAPHO SyndromeYuxiu Sun0Chen Li1Qingyi Lu2Haixu Jiang3Mengmeng Zhu4Guangrui Huang5Ting Wang6Beijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, ChinaDepartment of Traditional Chinese Medicine, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, ChinaSchool of Life Sciences, Beijing University of Chinese Medicine, Beijing, ChinaSchool of Life Sciences, Beijing University of Chinese Medicine, Beijing, ChinaSchool of Life Sciences, Beijing University of Chinese Medicine, Beijing, ChinaSchool of Life Sciences, Beijing University of Chinese Medicine, Beijing, ChinaBeijing Research Institute of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, ChinaSynovitis, acne, pustulosis, hyperostosis, and osteitis (SAPHO) syndrome is known as a rare disease characterized by inflammatory lesions on bones and skin. Polymorphism of clinical manifestation and lack of molecular biomarkers have both limited its diagnosis. Our study performed RNA sequencing (RNA-seq) and integrative bioinformatics analysis of long noncoding RNA (lncRNA)-messenger RNA (mRNA) profile in patients with SAPHO syndrome and healthy controls. A total of 4,419 differentially expressed (DE) mRNAs and 2,713 lncRNAs were identified (p < 0.05, fold change > 2) and a coexpression network was constructed to further investigate their regulatory interactions. The DE lncRNAs were predicted to interact with mRNAs in both cis and trans manners. Functional prediction found that the lncRNA-targeted genes may function in SAPHO syndrome by participating in biological process such as adipocytokine signaling pathway, ErbB signaling pathway, FoxO signaling pathway, as well as production and function of miRNAs. The expression levels of three pairs of coexpressed lncRNA-mRNAs were validated by qRT-PCR, and their relative expression levels were consistent with the RNA-seq data. The deregulated RNAs GAS7 and lnc-CLLU1.1-1:2 may serve as potential diagnostic biomarkers, and the combined receiver operating characteristic (ROC) curve of the two showed more reliable diagnostic ability with an AUC value of 0.871 in distinguishing SAPHO patients from healthy controls. In conclusion, this study provides a first insight into long noncoding RNA transcriptome profile changes associated with SAPHO syndrome and inspiration for further investigation on clinical biomarkers and molecular regulators of this inadequately understood clinical entity.https://www.frontiersin.org/articles/10.3389/fgene.2021.684520/fullSAPHO syndromeRNA-seqlncRNA-mRNA interactionneutrophilpredictor
collection DOAJ
language English
format Article
sources DOAJ
author Yuxiu Sun
Chen Li
Qingyi Lu
Haixu Jiang
Mengmeng Zhu
Guangrui Huang
Ting Wang
spellingShingle Yuxiu Sun
Chen Li
Qingyi Lu
Haixu Jiang
Mengmeng Zhu
Guangrui Huang
Ting Wang
Integrative Analysis of lncRNA-mRNA Profile Reveals Potential Predictors for SAPHO Syndrome
Frontiers in Genetics
SAPHO syndrome
RNA-seq
lncRNA-mRNA interaction
neutrophil
predictor
author_facet Yuxiu Sun
Chen Li
Qingyi Lu
Haixu Jiang
Mengmeng Zhu
Guangrui Huang
Ting Wang
author_sort Yuxiu Sun
title Integrative Analysis of lncRNA-mRNA Profile Reveals Potential Predictors for SAPHO Syndrome
title_short Integrative Analysis of lncRNA-mRNA Profile Reveals Potential Predictors for SAPHO Syndrome
title_full Integrative Analysis of lncRNA-mRNA Profile Reveals Potential Predictors for SAPHO Syndrome
title_fullStr Integrative Analysis of lncRNA-mRNA Profile Reveals Potential Predictors for SAPHO Syndrome
title_full_unstemmed Integrative Analysis of lncRNA-mRNA Profile Reveals Potential Predictors for SAPHO Syndrome
title_sort integrative analysis of lncrna-mrna profile reveals potential predictors for sapho syndrome
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2021-06-01
description Synovitis, acne, pustulosis, hyperostosis, and osteitis (SAPHO) syndrome is known as a rare disease characterized by inflammatory lesions on bones and skin. Polymorphism of clinical manifestation and lack of molecular biomarkers have both limited its diagnosis. Our study performed RNA sequencing (RNA-seq) and integrative bioinformatics analysis of long noncoding RNA (lncRNA)-messenger RNA (mRNA) profile in patients with SAPHO syndrome and healthy controls. A total of 4,419 differentially expressed (DE) mRNAs and 2,713 lncRNAs were identified (p < 0.05, fold change > 2) and a coexpression network was constructed to further investigate their regulatory interactions. The DE lncRNAs were predicted to interact with mRNAs in both cis and trans manners. Functional prediction found that the lncRNA-targeted genes may function in SAPHO syndrome by participating in biological process such as adipocytokine signaling pathway, ErbB signaling pathway, FoxO signaling pathway, as well as production and function of miRNAs. The expression levels of three pairs of coexpressed lncRNA-mRNAs were validated by qRT-PCR, and their relative expression levels were consistent with the RNA-seq data. The deregulated RNAs GAS7 and lnc-CLLU1.1-1:2 may serve as potential diagnostic biomarkers, and the combined receiver operating characteristic (ROC) curve of the two showed more reliable diagnostic ability with an AUC value of 0.871 in distinguishing SAPHO patients from healthy controls. In conclusion, this study provides a first insight into long noncoding RNA transcriptome profile changes associated with SAPHO syndrome and inspiration for further investigation on clinical biomarkers and molecular regulators of this inadequately understood clinical entity.
topic SAPHO syndrome
RNA-seq
lncRNA-mRNA interaction
neutrophil
predictor
url https://www.frontiersin.org/articles/10.3389/fgene.2021.684520/full
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