Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Xie, Biao, Zhang, Wei, Zhang, Qi, Zhang, Qiuju, Wang, Yupeng, Sun, Lin, Liu, Meina, Zhou, Ping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7322592/
https://www.ncbi.nlm.nih.gov/pubmed/32685455
http://dx.doi.org/10.1155/2020/2489175
_version_ 1783551672722653184
author Xie, Biao
Zhang, Wei
Zhang, Qi
Zhang, Qiuju
Wang, Yupeng
Sun, Lin
Liu, Meina
Zhou, Ping
author_facet Xie, Biao
Zhang, Wei
Zhang, Qi
Zhang, Qiuju
Wang, Yupeng
Sun, Lin
Liu, Meina
Zhou, Ping
author_sort Xie, Biao
collection PubMed
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.
format Online
Article
Text
id pubmed-7322592
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-73225922020-07-17 An Integrated Transcriptomic and Proteomic Analysis Identifies Significant Novel Pathways for Henoch-Schönlein Purpura Nephritis Progression Xie, Biao Zhang, Wei Zhang, Qi Zhang, Qiuju Wang, Yupeng Sun, Lin Liu, Meina Zhou, Ping Biomed Res Int Research Article 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. Hindawi 2020-06-19 /pmc/articles/PMC7322592/ /pubmed/32685455 http://dx.doi.org/10.1155/2020/2489175 Text en Copyright © 2020 Biao Xie et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Xie, Biao
Zhang, Wei
Zhang, Qi
Zhang, Qiuju
Wang, Yupeng
Sun, Lin
Liu, Meina
Zhou, Ping
An Integrated Transcriptomic and Proteomic Analysis Identifies Significant Novel Pathways for Henoch-Schönlein Purpura Nephritis Progression
title 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_short 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
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7322592/
https://www.ncbi.nlm.nih.gov/pubmed/32685455
http://dx.doi.org/10.1155/2020/2489175
work_keys_str_mv AT xiebiao anintegratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT zhangwei anintegratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT zhangqi anintegratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT zhangqiuju anintegratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT wangyupeng anintegratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT sunlin anintegratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT liumeina anintegratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT zhouping anintegratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT xiebiao integratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT zhangwei integratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT zhangqi integratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT zhangqiuju integratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT wangyupeng integratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT sunlin integratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT liumeina integratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression
AT zhouping integratedtranscriptomicandproteomicanalysisidentifiessignificantnovelpathwaysforhenochschonleinpurpuranephritisprogression