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Sociodemographic and clinical factors associated with receipt of biomarker testing in patients with metastatic colorectal cancer

BACKGROUND: Standard clinical practice and national guidelines dictate somatic testing of metastatic colorectal cancer (mCRC) tumors to guide appropriate therapy; however, previous studies suggest that not all patients are tested. The objective of this study was to investigate potential differences...

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Autores principales: Markt, Sarah C., Booker, Benjamin D., Bensken, Wyatt, Schiltz, Nicholas K., Schumacher, Fredrick R., Rose, Johnie, Cooper, Greg, Selfridge, J. Eva, Koroukian, Siran M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9883565/
https://www.ncbi.nlm.nih.gov/pubmed/35837788
http://dx.doi.org/10.1002/cam4.4995
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author Markt, Sarah C.
Booker, Benjamin D.
Bensken, Wyatt
Schiltz, Nicholas K.
Schumacher, Fredrick R.
Rose, Johnie
Cooper, Greg
Selfridge, J. Eva
Koroukian, Siran M.
author_facet Markt, Sarah C.
Booker, Benjamin D.
Bensken, Wyatt
Schiltz, Nicholas K.
Schumacher, Fredrick R.
Rose, Johnie
Cooper, Greg
Selfridge, J. Eva
Koroukian, Siran M.
author_sort Markt, Sarah C.
collection PubMed
description BACKGROUND: Standard clinical practice and national guidelines dictate somatic testing of metastatic colorectal cancer (mCRC) tumors to guide appropriate therapy; however, previous studies suggest that not all patients are tested. The objective of this study was to investigate potential differences in testing for mCRC by demographic and clinical factors. METHODS: We performed a retrospective review of de‐identified patient data derived from electronic health records (EHRs) of 25,469 patients diagnosed with mCRC between the years 2013 and 2020. Our outcome was a receipt of the following tests: (a) biomarker testing (BRAF, KRAS, NRAS, MMR/MSI) and (b) next‐generation sequencing (NGS). We interrogated our data using the machine‐learning algorithm Classification and Regression Tree (CART), a unique approach to identifying combinations of, rather than individual demographic and clinical characteristics associated with receipt of testing. RESULTS: A total of 25,469 patients were identified with mCRC. Of these, 21,133 (83%) received either biomarker testing only (n = 12,485) or any testing (biomarker + NGS) (n = 8648). The proportion of patients who received any testing increased over calendar time for all age, race, and sex categories. Receipt of any testing was highest (90%) among younger and patients with better performance status, and there was no difference in receipt of any testing by race. The highest percentage of NGS testing was among those with better performance status, <70 years old, commercial or other governmental program payers, and low comorbidity burden; however, those who were Black or Hispanic had a lower prevalence of NGS testing than those who were White. CONCLUSIONS AND RELEVANCE: Considerable variations exist in somatic biomarker testing across subgroups of the population. Identification of genomic alterations can aid in determining targeted treatment and improving clinical outcomes; therefore, equitable use of these testing strategies, particularly NGS, is necessary.
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spelling pubmed-98835652023-01-31 Sociodemographic and clinical factors associated with receipt of biomarker testing in patients with metastatic colorectal cancer Markt, Sarah C. Booker, Benjamin D. Bensken, Wyatt Schiltz, Nicholas K. Schumacher, Fredrick R. Rose, Johnie Cooper, Greg Selfridge, J. Eva Koroukian, Siran M. Cancer Med RESEARCH ARTICLES BACKGROUND: Standard clinical practice and national guidelines dictate somatic testing of metastatic colorectal cancer (mCRC) tumors to guide appropriate therapy; however, previous studies suggest that not all patients are tested. The objective of this study was to investigate potential differences in testing for mCRC by demographic and clinical factors. METHODS: We performed a retrospective review of de‐identified patient data derived from electronic health records (EHRs) of 25,469 patients diagnosed with mCRC between the years 2013 and 2020. Our outcome was a receipt of the following tests: (a) biomarker testing (BRAF, KRAS, NRAS, MMR/MSI) and (b) next‐generation sequencing (NGS). We interrogated our data using the machine‐learning algorithm Classification and Regression Tree (CART), a unique approach to identifying combinations of, rather than individual demographic and clinical characteristics associated with receipt of testing. RESULTS: A total of 25,469 patients were identified with mCRC. Of these, 21,133 (83%) received either biomarker testing only (n = 12,485) or any testing (biomarker + NGS) (n = 8648). The proportion of patients who received any testing increased over calendar time for all age, race, and sex categories. Receipt of any testing was highest (90%) among younger and patients with better performance status, and there was no difference in receipt of any testing by race. The highest percentage of NGS testing was among those with better performance status, <70 years old, commercial or other governmental program payers, and low comorbidity burden; however, those who were Black or Hispanic had a lower prevalence of NGS testing than those who were White. CONCLUSIONS AND RELEVANCE: Considerable variations exist in somatic biomarker testing across subgroups of the population. Identification of genomic alterations can aid in determining targeted treatment and improving clinical outcomes; therefore, equitable use of these testing strategies, particularly NGS, is necessary. John Wiley and Sons Inc. 2022-07-15 /pmc/articles/PMC9883565/ /pubmed/35837788 http://dx.doi.org/10.1002/cam4.4995 Text en © 2022 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle RESEARCH ARTICLES
Markt, Sarah C.
Booker, Benjamin D.
Bensken, Wyatt
Schiltz, Nicholas K.
Schumacher, Fredrick R.
Rose, Johnie
Cooper, Greg
Selfridge, J. Eva
Koroukian, Siran M.
Sociodemographic and clinical factors associated with receipt of biomarker testing in patients with metastatic colorectal cancer
title Sociodemographic and clinical factors associated with receipt of biomarker testing in patients with metastatic colorectal cancer
title_full Sociodemographic and clinical factors associated with receipt of biomarker testing in patients with metastatic colorectal cancer
title_fullStr Sociodemographic and clinical factors associated with receipt of biomarker testing in patients with metastatic colorectal cancer
title_full_unstemmed Sociodemographic and clinical factors associated with receipt of biomarker testing in patients with metastatic colorectal cancer
title_short Sociodemographic and clinical factors associated with receipt of biomarker testing in patients with metastatic colorectal cancer
title_sort sociodemographic and clinical factors associated with receipt of biomarker testing in patients with metastatic colorectal cancer
topic RESEARCH ARTICLES
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9883565/
https://www.ncbi.nlm.nih.gov/pubmed/35837788
http://dx.doi.org/10.1002/cam4.4995
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