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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
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