Cargando…
Automated quantitative high-throughput multiplex immunofluorescence pipeline to evaluate OXPHOS defects in formalin-fixed human prostate tissue
Advances in multiplex immunofluorescence (mIF) and digital image analysis has enabled simultaneous assessment of protein defects in electron transport chain components. However, current manual methodology is time consuming and labour intensive. Therefore, we developed an automated high-throughput mI...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9033818/ https://www.ncbi.nlm.nih.gov/pubmed/35459777 http://dx.doi.org/10.1038/s41598-022-10588-z |
_version_ | 1784692982687989760 |
---|---|
author | Sachdeva, Ashwin Hart, Claire A. Carey, Christopher D. Vincent, Amy E. Greaves, Laura C. Heer, Rakesh Oliveira, Pedro Brown, Michael D. Clarke, Noel W. Turnbull, Doug M. |
author_facet | Sachdeva, Ashwin Hart, Claire A. Carey, Christopher D. Vincent, Amy E. Greaves, Laura C. Heer, Rakesh Oliveira, Pedro Brown, Michael D. Clarke, Noel W. Turnbull, Doug M. |
author_sort | Sachdeva, Ashwin |
collection | PubMed |
description | Advances in multiplex immunofluorescence (mIF) and digital image analysis has enabled simultaneous assessment of protein defects in electron transport chain components. However, current manual methodology is time consuming and labour intensive. Therefore, we developed an automated high-throughput mIF workflow for quantitative single-cell level assessment of formalin fixed paraffin embedded tissue (FFPE), leveraging tyramide signal amplification on a Ventana Ultra platform coupled with automated multispectral imaging on a Vectra 3 platform. Utilising this protocol, we assessed the mitochondrial oxidative phosphorylation (OXPHOS) protein alterations in a cohort of benign and malignant prostate samples. Mitochondrial OXPHOS plays a critical role in cell metabolism, and OXPHOS perturbation is implicated in carcinogenesis. Marked inter-patient, intra-patient and spatial cellular heterogeneity in OXPHOS protein abundance was observed. We noted frequent Complex IV loss in benign prostate tissue and Complex I loss in age matched prostate cancer tissues. Malignant regions within prostate cancer samples more frequently contained cells with low Complex I & IV and high mitochondrial mass in comparison to benign–adjacent regions. This methodology can now be applied more widely to study the frequency and distribution of OXPHOS alterations in formalin-fixed tissues, and their impact on long-term clinical outcomes. |
format | Online Article Text |
id | pubmed-9033818 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-90338182022-04-25 Automated quantitative high-throughput multiplex immunofluorescence pipeline to evaluate OXPHOS defects in formalin-fixed human prostate tissue Sachdeva, Ashwin Hart, Claire A. Carey, Christopher D. Vincent, Amy E. Greaves, Laura C. Heer, Rakesh Oliveira, Pedro Brown, Michael D. Clarke, Noel W. Turnbull, Doug M. Sci Rep Article Advances in multiplex immunofluorescence (mIF) and digital image analysis has enabled simultaneous assessment of protein defects in electron transport chain components. However, current manual methodology is time consuming and labour intensive. Therefore, we developed an automated high-throughput mIF workflow for quantitative single-cell level assessment of formalin fixed paraffin embedded tissue (FFPE), leveraging tyramide signal amplification on a Ventana Ultra platform coupled with automated multispectral imaging on a Vectra 3 platform. Utilising this protocol, we assessed the mitochondrial oxidative phosphorylation (OXPHOS) protein alterations in a cohort of benign and malignant prostate samples. Mitochondrial OXPHOS plays a critical role in cell metabolism, and OXPHOS perturbation is implicated in carcinogenesis. Marked inter-patient, intra-patient and spatial cellular heterogeneity in OXPHOS protein abundance was observed. We noted frequent Complex IV loss in benign prostate tissue and Complex I loss in age matched prostate cancer tissues. Malignant regions within prostate cancer samples more frequently contained cells with low Complex I & IV and high mitochondrial mass in comparison to benign–adjacent regions. This methodology can now be applied more widely to study the frequency and distribution of OXPHOS alterations in formalin-fixed tissues, and their impact on long-term clinical outcomes. Nature Publishing Group UK 2022-04-22 /pmc/articles/PMC9033818/ /pubmed/35459777 http://dx.doi.org/10.1038/s41598-022-10588-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Sachdeva, Ashwin Hart, Claire A. Carey, Christopher D. Vincent, Amy E. Greaves, Laura C. Heer, Rakesh Oliveira, Pedro Brown, Michael D. Clarke, Noel W. Turnbull, Doug M. Automated quantitative high-throughput multiplex immunofluorescence pipeline to evaluate OXPHOS defects in formalin-fixed human prostate tissue |
title | Automated quantitative high-throughput multiplex immunofluorescence pipeline to evaluate OXPHOS defects in formalin-fixed human prostate tissue |
title_full | Automated quantitative high-throughput multiplex immunofluorescence pipeline to evaluate OXPHOS defects in formalin-fixed human prostate tissue |
title_fullStr | Automated quantitative high-throughput multiplex immunofluorescence pipeline to evaluate OXPHOS defects in formalin-fixed human prostate tissue |
title_full_unstemmed | Automated quantitative high-throughput multiplex immunofluorescence pipeline to evaluate OXPHOS defects in formalin-fixed human prostate tissue |
title_short | Automated quantitative high-throughput multiplex immunofluorescence pipeline to evaluate OXPHOS defects in formalin-fixed human prostate tissue |
title_sort | automated quantitative high-throughput multiplex immunofluorescence pipeline to evaluate oxphos defects in formalin-fixed human prostate tissue |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9033818/ https://www.ncbi.nlm.nih.gov/pubmed/35459777 http://dx.doi.org/10.1038/s41598-022-10588-z |
work_keys_str_mv | AT sachdevaashwin automatedquantitativehighthroughputmultipleximmunofluorescencepipelinetoevaluateoxphosdefectsinformalinfixedhumanprostatetissue AT hartclairea automatedquantitativehighthroughputmultipleximmunofluorescencepipelinetoevaluateoxphosdefectsinformalinfixedhumanprostatetissue AT careychristopherd automatedquantitativehighthroughputmultipleximmunofluorescencepipelinetoevaluateoxphosdefectsinformalinfixedhumanprostatetissue AT vincentamye automatedquantitativehighthroughputmultipleximmunofluorescencepipelinetoevaluateoxphosdefectsinformalinfixedhumanprostatetissue AT greaveslaurac automatedquantitativehighthroughputmultipleximmunofluorescencepipelinetoevaluateoxphosdefectsinformalinfixedhumanprostatetissue AT heerrakesh automatedquantitativehighthroughputmultipleximmunofluorescencepipelinetoevaluateoxphosdefectsinformalinfixedhumanprostatetissue AT oliveirapedro automatedquantitativehighthroughputmultipleximmunofluorescencepipelinetoevaluateoxphosdefectsinformalinfixedhumanprostatetissue AT brownmichaeld automatedquantitativehighthroughputmultipleximmunofluorescencepipelinetoevaluateoxphosdefectsinformalinfixedhumanprostatetissue AT clarkenoelw automatedquantitativehighthroughputmultipleximmunofluorescencepipelinetoevaluateoxphosdefectsinformalinfixedhumanprostatetissue AT turnbulldougm automatedquantitativehighthroughputmultipleximmunofluorescencepipelinetoevaluateoxphosdefectsinformalinfixedhumanprostatetissue |