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Immune gene expression and functional networks in distinct lupus nephritis classes
OBJECTIVE: To explore the utility of the NanoString platform in elucidating kidney immune transcripts for class III, IV and V lupus nephritis (LN) using a retrospective cohort of formalin-fixed paraffin-embedded (FFPE) kidney biopsy tissue. METHODS: Immune gene transcript analysis was performed usin...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8788334/ https://www.ncbi.nlm.nih.gov/pubmed/35074933 http://dx.doi.org/10.1136/lupus-2021-000615 |
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author | Gilmore, Alyssa C Wilson, Hannah R Cairns, Thomas D Botto, Marina Lightstone, Liz Bruce, Ian N Terence Cook, Herbert Pickering, Matthew Caleb |
author_facet | Gilmore, Alyssa C Wilson, Hannah R Cairns, Thomas D Botto, Marina Lightstone, Liz Bruce, Ian N Terence Cook, Herbert Pickering, Matthew Caleb |
author_sort | Gilmore, Alyssa C |
collection | PubMed |
description | OBJECTIVE: To explore the utility of the NanoString platform in elucidating kidney immune transcripts for class III, IV and V lupus nephritis (LN) using a retrospective cohort of formalin-fixed paraffin-embedded (FFPE) kidney biopsy tissue. METHODS: Immune gene transcript analysis was performed using the NanoString nCounter platform on RNA from LN (n=55), thin basement membrane (TBM) disease (n=14) and membranous nephropathy (MN) (n=9) FFPE kidney biopsy tissue. LN samples consisted of single class III (n=11), IV (n=23) and V (n=21) biopsies with no mixed lesions. Differential gene expression was performed with NanoString nSolver, with visualisations of volcano plots and heatmaps generated in R. Significant transcripts were interrogated to identify functional networks using STRING and Gene ontogeny terms. RESULTS: In comparison to TBM, we identified 52 significantly differentially expressed genes common to all three LN classes. Pathway analysis showed enrichment for type I interferon (IFN) signalling, complement and MHC II pathways, with most showing the highest expression in class IV LN. Our class IV LN biopsies also showed significant upregulation of NF-κB signalling and immunological enrichment in comparison to class V LN biopsies. Transcripts from the type I IFN pathway distinguished class V LN from MN. CONCLUSION: Our whole kidney section transcriptomic analysis provided insights into the molecular profile of class III, IV and V LN. The data highlighted important pathways common to all three classes and pathways enriched in our class IV LN biopsies. The ability to reveal molecular pathways in LN using FFPE whole biopsy sections could have clinical utility in treatment selection for LN. |
format | Online Article Text |
id | pubmed-8788334 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-87883342022-02-07 Immune gene expression and functional networks in distinct lupus nephritis classes Gilmore, Alyssa C Wilson, Hannah R Cairns, Thomas D Botto, Marina Lightstone, Liz Bruce, Ian N Terence Cook, Herbert Pickering, Matthew Caleb Lupus Sci Med Lupus Nephritis OBJECTIVE: To explore the utility of the NanoString platform in elucidating kidney immune transcripts for class III, IV and V lupus nephritis (LN) using a retrospective cohort of formalin-fixed paraffin-embedded (FFPE) kidney biopsy tissue. METHODS: Immune gene transcript analysis was performed using the NanoString nCounter platform on RNA from LN (n=55), thin basement membrane (TBM) disease (n=14) and membranous nephropathy (MN) (n=9) FFPE kidney biopsy tissue. LN samples consisted of single class III (n=11), IV (n=23) and V (n=21) biopsies with no mixed lesions. Differential gene expression was performed with NanoString nSolver, with visualisations of volcano plots and heatmaps generated in R. Significant transcripts were interrogated to identify functional networks using STRING and Gene ontogeny terms. RESULTS: In comparison to TBM, we identified 52 significantly differentially expressed genes common to all three LN classes. Pathway analysis showed enrichment for type I interferon (IFN) signalling, complement and MHC II pathways, with most showing the highest expression in class IV LN. Our class IV LN biopsies also showed significant upregulation of NF-κB signalling and immunological enrichment in comparison to class V LN biopsies. Transcripts from the type I IFN pathway distinguished class V LN from MN. CONCLUSION: Our whole kidney section transcriptomic analysis provided insights into the molecular profile of class III, IV and V LN. The data highlighted important pathways common to all three classes and pathways enriched in our class IV LN biopsies. The ability to reveal molecular pathways in LN using FFPE whole biopsy sections could have clinical utility in treatment selection for LN. BMJ Publishing Group 2022-01-24 /pmc/articles/PMC8788334/ /pubmed/35074933 http://dx.doi.org/10.1136/lupus-2021-000615 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Lupus Nephritis Gilmore, Alyssa C Wilson, Hannah R Cairns, Thomas D Botto, Marina Lightstone, Liz Bruce, Ian N Terence Cook, Herbert Pickering, Matthew Caleb Immune gene expression and functional networks in distinct lupus nephritis classes |
title | Immune gene expression and functional networks in distinct lupus nephritis classes |
title_full | Immune gene expression and functional networks in distinct lupus nephritis classes |
title_fullStr | Immune gene expression and functional networks in distinct lupus nephritis classes |
title_full_unstemmed | Immune gene expression and functional networks in distinct lupus nephritis classes |
title_short | Immune gene expression and functional networks in distinct lupus nephritis classes |
title_sort | immune gene expression and functional networks in distinct lupus nephritis classes |
topic | Lupus Nephritis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8788334/ https://www.ncbi.nlm.nih.gov/pubmed/35074933 http://dx.doi.org/10.1136/lupus-2021-000615 |
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