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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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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