Cargando…
Reproducibility and intratumoral heterogeneity of the PAM50 breast cancer assay
BACKGROUND: The PAM50 assay is used routinely in clinical practice to determine breast cancer prognosis and management; however, research assessing how technical variation and intratumoral heterogeneity contribute to misclassification and reproducibility of these tests is limited. METHODS: We evalua...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10147733/ https://www.ncbi.nlm.nih.gov/pubmed/36892725 http://dx.doi.org/10.1007/s10549-023-06888-1 |
_version_ | 1785034853375279104 |
---|---|
author | Hurson, Amber N. Hamilton, Alina M. Olsson, Linnea T. Kirk, Erin L. Sherman, Mark E. Calhoun, Benjamin C. Geradts, Joseph Troester, Melissa A. |
author_facet | Hurson, Amber N. Hamilton, Alina M. Olsson, Linnea T. Kirk, Erin L. Sherman, Mark E. Calhoun, Benjamin C. Geradts, Joseph Troester, Melissa A. |
author_sort | Hurson, Amber N. |
collection | PubMed |
description | BACKGROUND: The PAM50 assay is used routinely in clinical practice to determine breast cancer prognosis and management; however, research assessing how technical variation and intratumoral heterogeneity contribute to misclassification and reproducibility of these tests is limited. METHODS: We evaluated the impact of intratumoral heterogeneity on the reproducibility of results for the PAM50 assay by testing RNA extracted from formalin-fixed paraffin embedded breast cancer blocks sampled at distinct spatial locations. Samples were classified according to intrinsic subtype (Luminal A, Luminal B, HER2-enriched, Basal-like, or Normal-like) and risk of recurrence with proliferation score (ROR-P, high, medium, or low). Intratumoral heterogeneity and technical reproducibility (replicate assays on the same RNA) were assessed as percent categorical agreement between paired intratumoral and replicate samples. Euclidean distances between samples, calculated across the PAM50 genes and the ROR-P score, were compared for concordant vs. discordant samples. RESULTS: Technical replicates (N = 144) achieved 93% agreement for ROR-P group and 90% agreement on PAM50 subtype. For spatially distinct biological replicates (N = 40 intratumoral replicates), agreement was lower (81% for ROR-P and 76% for PAM50 subtype). The Euclidean distances between discordant technical replicates were bimodal, with discordant samples showing higher Euclidian distance and biologic heterogeneity. CONCLUSION: The PAM50 assay achieved very high technical reproducibility for breast cancer subtyping and ROR-P, but intratumoral heterogeneity is revealed by the assay in a small proportion of cases. |
format | Online Article Text |
id | pubmed-10147733 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-101477332023-04-30 Reproducibility and intratumoral heterogeneity of the PAM50 breast cancer assay Hurson, Amber N. Hamilton, Alina M. Olsson, Linnea T. Kirk, Erin L. Sherman, Mark E. Calhoun, Benjamin C. Geradts, Joseph Troester, Melissa A. Breast Cancer Res Treat Epidemiology BACKGROUND: The PAM50 assay is used routinely in clinical practice to determine breast cancer prognosis and management; however, research assessing how technical variation and intratumoral heterogeneity contribute to misclassification and reproducibility of these tests is limited. METHODS: We evaluated the impact of intratumoral heterogeneity on the reproducibility of results for the PAM50 assay by testing RNA extracted from formalin-fixed paraffin embedded breast cancer blocks sampled at distinct spatial locations. Samples were classified according to intrinsic subtype (Luminal A, Luminal B, HER2-enriched, Basal-like, or Normal-like) and risk of recurrence with proliferation score (ROR-P, high, medium, or low). Intratumoral heterogeneity and technical reproducibility (replicate assays on the same RNA) were assessed as percent categorical agreement between paired intratumoral and replicate samples. Euclidean distances between samples, calculated across the PAM50 genes and the ROR-P score, were compared for concordant vs. discordant samples. RESULTS: Technical replicates (N = 144) achieved 93% agreement for ROR-P group and 90% agreement on PAM50 subtype. For spatially distinct biological replicates (N = 40 intratumoral replicates), agreement was lower (81% for ROR-P and 76% for PAM50 subtype). The Euclidean distances between discordant technical replicates were bimodal, with discordant samples showing higher Euclidian distance and biologic heterogeneity. CONCLUSION: The PAM50 assay achieved very high technical reproducibility for breast cancer subtyping and ROR-P, but intratumoral heterogeneity is revealed by the assay in a small proportion of cases. Springer US 2023-03-09 2023 /pmc/articles/PMC10147733/ /pubmed/36892725 http://dx.doi.org/10.1007/s10549-023-06888-1 Text en © The Author(s) 2023 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/) . |
spellingShingle | Epidemiology Hurson, Amber N. Hamilton, Alina M. Olsson, Linnea T. Kirk, Erin L. Sherman, Mark E. Calhoun, Benjamin C. Geradts, Joseph Troester, Melissa A. Reproducibility and intratumoral heterogeneity of the PAM50 breast cancer assay |
title | Reproducibility and intratumoral heterogeneity of the PAM50 breast cancer assay |
title_full | Reproducibility and intratumoral heterogeneity of the PAM50 breast cancer assay |
title_fullStr | Reproducibility and intratumoral heterogeneity of the PAM50 breast cancer assay |
title_full_unstemmed | Reproducibility and intratumoral heterogeneity of the PAM50 breast cancer assay |
title_short | Reproducibility and intratumoral heterogeneity of the PAM50 breast cancer assay |
title_sort | reproducibility and intratumoral heterogeneity of the pam50 breast cancer assay |
topic | Epidemiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10147733/ https://www.ncbi.nlm.nih.gov/pubmed/36892725 http://dx.doi.org/10.1007/s10549-023-06888-1 |
work_keys_str_mv | AT hursonambern reproducibilityandintratumoralheterogeneityofthepam50breastcancerassay AT hamiltonalinam reproducibilityandintratumoralheterogeneityofthepam50breastcancerassay AT olssonlinneat reproducibilityandintratumoralheterogeneityofthepam50breastcancerassay AT kirkerinl reproducibilityandintratumoralheterogeneityofthepam50breastcancerassay AT shermanmarke reproducibilityandintratumoralheterogeneityofthepam50breastcancerassay AT calhounbenjaminc reproducibilityandintratumoralheterogeneityofthepam50breastcancerassay AT geradtsjoseph reproducibilityandintratumoralheterogeneityofthepam50breastcancerassay AT troestermelissaa reproducibilityandintratumoralheterogeneityofthepam50breastcancerassay |