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Cryopreservation of human cancers conserves tumour heterogeneity for single-cell multi-omics analysis
BACKGROUND: High throughput single-cell RNA sequencing (scRNA-Seq) has emerged as a powerful tool for exploring cellular heterogeneity among complex human cancers. scRNA-Seq studies using fresh human surgical tissue are logistically difficult, preclude histopathological triage of samples, and limit...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8111910/ https://www.ncbi.nlm.nih.gov/pubmed/33971952 http://dx.doi.org/10.1186/s13073-021-00885-z |
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author | Wu, Sunny Z. Roden, Daniel L. Al-Eryani, Ghamdan Bartonicek, Nenad Harvey, Kate Cazet, Aurélie S. Chan, Chia-Ling Junankar, Simon Hui, Mun N. Millar, Ewan A. Beretov, Julia Horvath, Lisa Joshua, Anthony M. Stricker, Phillip Wilmott, James S. Quek, Camelia Long, Georgina V. Scolyer, Richard A. Yeung, Bertrand Z. Segara, Davendra Mak, Cindy Warrier, Sanjay Powell, Joseph E. O’Toole, Sandra Lim, Elgene Swarbrick, Alexander |
author_facet | Wu, Sunny Z. Roden, Daniel L. Al-Eryani, Ghamdan Bartonicek, Nenad Harvey, Kate Cazet, Aurélie S. Chan, Chia-Ling Junankar, Simon Hui, Mun N. Millar, Ewan A. Beretov, Julia Horvath, Lisa Joshua, Anthony M. Stricker, Phillip Wilmott, James S. Quek, Camelia Long, Georgina V. Scolyer, Richard A. Yeung, Bertrand Z. Segara, Davendra Mak, Cindy Warrier, Sanjay Powell, Joseph E. O’Toole, Sandra Lim, Elgene Swarbrick, Alexander |
author_sort | Wu, Sunny Z. |
collection | PubMed |
description | BACKGROUND: High throughput single-cell RNA sequencing (scRNA-Seq) has emerged as a powerful tool for exploring cellular heterogeneity among complex human cancers. scRNA-Seq studies using fresh human surgical tissue are logistically difficult, preclude histopathological triage of samples, and limit the ability to perform batch processing. This hindrance can often introduce technical biases when integrating patient datasets and increase experimental costs. Although tissue preservation methods have been previously explored to address such issues, it is yet to be examined on complex human tissues, such as solid cancers and on high throughput scRNA-Seq platforms. METHODS: Using the Chromium 10X platform, we sequenced a total of ~ 120,000 cells from fresh and cryopreserved replicates across three primary breast cancers, two primary prostate cancers and a cutaneous melanoma. We performed detailed analyses between cells from each condition to assess the effects of cryopreservation on cellular heterogeneity, cell quality, clustering and the identification of gene ontologies. In addition, we performed single-cell immunophenotyping using CITE-Seq on a single breast cancer sample cryopreserved as solid tissue fragments. RESULTS: Tumour heterogeneity identified from fresh tissues was largely conserved in cryopreserved replicates. We show that sequencing of single cells prepared from cryopreserved tissue fragments or from cryopreserved cell suspensions is comparable to sequenced cells prepared from fresh tissue, with cryopreserved cell suspensions displaying higher correlations with fresh tissue in gene expression. We showed that cryopreservation had minimal impacts on the results of downstream analyses such as biological pathway enrichment. For some tumours, cryopreservation modestly increased cell stress signatures compared to freshly analysed tissue. Further, we demonstrate the advantage of cryopreserving whole-cells for detecting cell-surface proteins using CITE-Seq, which is impossible using other preservation methods such as single nuclei-sequencing. CONCLUSIONS: We show that the viable cryopreservation of human cancers provides high-quality single-cells for multi-omics analysis. Our study guides new experimental designs for tissue biobanking for future clinical single-cell RNA sequencing studies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00885-z. |
format | Online Article Text |
id | pubmed-8111910 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-81119102021-05-11 Cryopreservation of human cancers conserves tumour heterogeneity for single-cell multi-omics analysis Wu, Sunny Z. Roden, Daniel L. Al-Eryani, Ghamdan Bartonicek, Nenad Harvey, Kate Cazet, Aurélie S. Chan, Chia-Ling Junankar, Simon Hui, Mun N. Millar, Ewan A. Beretov, Julia Horvath, Lisa Joshua, Anthony M. Stricker, Phillip Wilmott, James S. Quek, Camelia Long, Georgina V. Scolyer, Richard A. Yeung, Bertrand Z. Segara, Davendra Mak, Cindy Warrier, Sanjay Powell, Joseph E. O’Toole, Sandra Lim, Elgene Swarbrick, Alexander Genome Med Research BACKGROUND: High throughput single-cell RNA sequencing (scRNA-Seq) has emerged as a powerful tool for exploring cellular heterogeneity among complex human cancers. scRNA-Seq studies using fresh human surgical tissue are logistically difficult, preclude histopathological triage of samples, and limit the ability to perform batch processing. This hindrance can often introduce technical biases when integrating patient datasets and increase experimental costs. Although tissue preservation methods have been previously explored to address such issues, it is yet to be examined on complex human tissues, such as solid cancers and on high throughput scRNA-Seq platforms. METHODS: Using the Chromium 10X platform, we sequenced a total of ~ 120,000 cells from fresh and cryopreserved replicates across three primary breast cancers, two primary prostate cancers and a cutaneous melanoma. We performed detailed analyses between cells from each condition to assess the effects of cryopreservation on cellular heterogeneity, cell quality, clustering and the identification of gene ontologies. In addition, we performed single-cell immunophenotyping using CITE-Seq on a single breast cancer sample cryopreserved as solid tissue fragments. RESULTS: Tumour heterogeneity identified from fresh tissues was largely conserved in cryopreserved replicates. We show that sequencing of single cells prepared from cryopreserved tissue fragments or from cryopreserved cell suspensions is comparable to sequenced cells prepared from fresh tissue, with cryopreserved cell suspensions displaying higher correlations with fresh tissue in gene expression. We showed that cryopreservation had minimal impacts on the results of downstream analyses such as biological pathway enrichment. For some tumours, cryopreservation modestly increased cell stress signatures compared to freshly analysed tissue. Further, we demonstrate the advantage of cryopreserving whole-cells for detecting cell-surface proteins using CITE-Seq, which is impossible using other preservation methods such as single nuclei-sequencing. CONCLUSIONS: We show that the viable cryopreservation of human cancers provides high-quality single-cells for multi-omics analysis. Our study guides new experimental designs for tissue biobanking for future clinical single-cell RNA sequencing studies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00885-z. BioMed Central 2021-05-10 /pmc/articles/PMC8111910/ /pubmed/33971952 http://dx.doi.org/10.1186/s13073-021-00885-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Wu, Sunny Z. Roden, Daniel L. Al-Eryani, Ghamdan Bartonicek, Nenad Harvey, Kate Cazet, Aurélie S. Chan, Chia-Ling Junankar, Simon Hui, Mun N. Millar, Ewan A. Beretov, Julia Horvath, Lisa Joshua, Anthony M. Stricker, Phillip Wilmott, James S. Quek, Camelia Long, Georgina V. Scolyer, Richard A. Yeung, Bertrand Z. Segara, Davendra Mak, Cindy Warrier, Sanjay Powell, Joseph E. O’Toole, Sandra Lim, Elgene Swarbrick, Alexander Cryopreservation of human cancers conserves tumour heterogeneity for single-cell multi-omics analysis |
title | Cryopreservation of human cancers conserves tumour heterogeneity for single-cell multi-omics analysis |
title_full | Cryopreservation of human cancers conserves tumour heterogeneity for single-cell multi-omics analysis |
title_fullStr | Cryopreservation of human cancers conserves tumour heterogeneity for single-cell multi-omics analysis |
title_full_unstemmed | Cryopreservation of human cancers conserves tumour heterogeneity for single-cell multi-omics analysis |
title_short | Cryopreservation of human cancers conserves tumour heterogeneity for single-cell multi-omics analysis |
title_sort | cryopreservation of human cancers conserves tumour heterogeneity for single-cell multi-omics analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8111910/ https://www.ncbi.nlm.nih.gov/pubmed/33971952 http://dx.doi.org/10.1186/s13073-021-00885-z |
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