An Integrated Transcriptomic and Proteomic Analysis Identifies Significant Novel Pathways for Henoch-Schönlein Purpura Nephritis Progression

Background. Although Henoch-Schönlein purpura nephritis (HSPN) is characterized by glomerular deposition of aberrantly glycosylated immunoglobulin A1 (IgA1), the underlying mechanism of HSPN progression has not yet been completely elucidated. In this study, we integrated transcriptomic and proteomic...

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Main Authors: Biao Xie, Wei Zhang, Qi Zhang, Qiuju Zhang, Yupeng Wang, Lin Sun, Meina Liu, Ping Zhou
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:BioMed Research International
Online Access:http://dx.doi.org/10.1155/2020/2489175
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spelling doaj-df3cd911863642318b33f735918240ec2020-11-25T02:55:04ZengHindawi LimitedBioMed Research International2314-61332314-61412020-01-01202010.1155/2020/24891752489175An Integrated Transcriptomic and Proteomic Analysis Identifies Significant Novel Pathways for Henoch-Schönlein Purpura Nephritis ProgressionBiao Xie0Wei Zhang1Qi Zhang2Qiuju Zhang3Yupeng Wang4Lin Sun5Meina Liu6Ping Zhou7Department of Biostatistics, Public Health College, Harbin Medical University, Harbin, Heilongjiang Province, ChinaDepartment of Biostatistics, Public Health College, Harbin Medical University, Harbin, Heilongjiang Province, ChinaDepartment of Biostatistics, Public Health College, Harbin Medical University, Harbin, Heilongjiang Province, ChinaDepartment of Biostatistics, Public Health College, Harbin Medical University, Harbin, Heilongjiang Province, ChinaDepartment of Biostatistics, Public Health College, Harbin Medical University, Harbin, Heilongjiang Province, ChinaDepartment of Biostatistics, Public Health College, Harbin Medical University, Harbin, Heilongjiang Province, ChinaDepartment of Biostatistics, Public Health College, Harbin Medical University, Harbin, Heilongjiang Province, ChinaDepartment of Pediatrics, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, ChinaBackground. Although Henoch-Schönlein purpura nephritis (HSPN) is characterized by glomerular deposition of aberrantly glycosylated immunoglobulin A1 (IgA1), the underlying mechanism of HSPN progression has not yet been completely elucidated. In this study, we integrated transcriptomic and proteomic analyses to explore the underlying mechanism of HSPN progression. Methods. RNA sequencing and tandem mass tag- (TMT-) based quantitative proteomics were used to gain serum transcriptomic and proteomic profiles of patients with different types of HSPN (3×type 1, 3×type 2, and 3×type 3). Student’s t-tests were performed to obtain the significance of the differential gene expression. The clusterProfiler package was used to conduct the functional annotation of the DEGs for both Gene Ontology terms and Kyoto Encyclopedia of Genes and Genomes pathways. Results. A total of 2315 mRNAs and 30 proteins were differentially expressed between the different types of HSPN. 58 mRNAs and one protein changed continuously during HSPN development and are potential biomarkers for HSPN progression. The validation cohort (another 9 patients) confirmed the high-throughput results of the transcriptomic and proteomic analyses. A total of 385 significant pathways were related to HSPN progression, and four of them were closely related to clinical biochemical indicators and may play an important role in the progression of HSPN. Those pathways reveal that HSPN progression may be related to the inhibition of inflammation, promotion of apoptosis, and repair of renal injury. Conclusions. Four pathways were found to be closely related to HSPN progression, and it seems that HSPN progression is mainly due to the inhibition of inflammation, promotion of apoptosis, and repair of renal injury.http://dx.doi.org/10.1155/2020/2489175
collection DOAJ
language English
format Article
sources DOAJ
author Biao Xie
Wei Zhang
Qi Zhang
Qiuju Zhang
Yupeng Wang
Lin Sun
Meina Liu
Ping Zhou
spellingShingle Biao Xie
Wei Zhang
Qi Zhang
Qiuju Zhang
Yupeng Wang
Lin Sun
Meina Liu
Ping Zhou
An Integrated Transcriptomic and Proteomic Analysis Identifies Significant Novel Pathways for Henoch-Schönlein Purpura Nephritis Progression
BioMed Research International
author_facet Biao Xie
Wei Zhang
Qi Zhang
Qiuju Zhang
Yupeng Wang
Lin Sun
Meina Liu
Ping Zhou
author_sort Biao Xie
title An Integrated Transcriptomic and Proteomic Analysis Identifies Significant Novel Pathways for Henoch-Schönlein Purpura Nephritis Progression
title_short An Integrated Transcriptomic and Proteomic Analysis Identifies Significant Novel Pathways for Henoch-Schönlein Purpura Nephritis Progression
title_full An Integrated Transcriptomic and Proteomic Analysis Identifies Significant Novel Pathways for Henoch-Schönlein Purpura Nephritis Progression
title_fullStr An Integrated Transcriptomic and Proteomic Analysis Identifies Significant Novel Pathways for Henoch-Schönlein Purpura Nephritis Progression
title_full_unstemmed An Integrated Transcriptomic and Proteomic Analysis Identifies Significant Novel Pathways for Henoch-Schönlein Purpura Nephritis Progression
title_sort integrated transcriptomic and proteomic analysis identifies significant novel pathways for henoch-schönlein purpura nephritis progression
publisher Hindawi Limited
series BioMed Research International
issn 2314-6133
2314-6141
publishDate 2020-01-01
description Background. Although Henoch-Schönlein purpura nephritis (HSPN) is characterized by glomerular deposition of aberrantly glycosylated immunoglobulin A1 (IgA1), the underlying mechanism of HSPN progression has not yet been completely elucidated. In this study, we integrated transcriptomic and proteomic analyses to explore the underlying mechanism of HSPN progression. Methods. RNA sequencing and tandem mass tag- (TMT-) based quantitative proteomics were used to gain serum transcriptomic and proteomic profiles of patients with different types of HSPN (3×type 1, 3×type 2, and 3×type 3). Student’s t-tests were performed to obtain the significance of the differential gene expression. The clusterProfiler package was used to conduct the functional annotation of the DEGs for both Gene Ontology terms and Kyoto Encyclopedia of Genes and Genomes pathways. Results. A total of 2315 mRNAs and 30 proteins were differentially expressed between the different types of HSPN. 58 mRNAs and one protein changed continuously during HSPN development and are potential biomarkers for HSPN progression. The validation cohort (another 9 patients) confirmed the high-throughput results of the transcriptomic and proteomic analyses. A total of 385 significant pathways were related to HSPN progression, and four of them were closely related to clinical biochemical indicators and may play an important role in the progression of HSPN. Those pathways reveal that HSPN progression may be related to the inhibition of inflammation, promotion of apoptosis, and repair of renal injury. Conclusions. Four pathways were found to be closely related to HSPN progression, and it seems that HSPN progression is mainly due to the inhibition of inflammation, promotion of apoptosis, and repair of renal injury.
url http://dx.doi.org/10.1155/2020/2489175
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