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The Effect of Biomarker Use on the Speed and Duration of Clinical Trials for Cancer Drugs

BACKGROUND: The purpose of this study was to explore the effects biomarkers have on the duration and speed of clinical trials in oncology. MATERIALS AND METHODS: Clinical trial data was pooled from www.clinicaltrials.gov within the 4 cancer indications of non-small cell lung cancer, breast cancer, m...

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Autores principales: Mohamed, Luqmaan, Manjrekar, Siddhi, Ng, Derek P, Walsh, Alec, Lopes, Gilberto, Parker, Jayson L
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9526484/
https://www.ncbi.nlm.nih.gov/pubmed/35993585
http://dx.doi.org/10.1093/oncolo/oyac130
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author Mohamed, Luqmaan
Manjrekar, Siddhi
Ng, Derek P
Walsh, Alec
Lopes, Gilberto
Parker, Jayson L
author_facet Mohamed, Luqmaan
Manjrekar, Siddhi
Ng, Derek P
Walsh, Alec
Lopes, Gilberto
Parker, Jayson L
author_sort Mohamed, Luqmaan
collection PubMed
description BACKGROUND: The purpose of this study was to explore the effects biomarkers have on the duration and speed of clinical trials in oncology. MATERIALS AND METHODS: Clinical trial data was pooled from www.clinicaltrials.gov within the 4 cancer indications of non-small cell lung cancer, breast cancer, melanoma, and colorectal cancer. Heatmaps of clinical timelines were used to display differences in the frequency and timing of clinical trials across trials that used or did not use biomarkers, for all 4 indications. RESULTS: Screening of 8630 clinical trials across the 4 indications yielded 671 unique drugs corresponding to 1224 eligible trials used in our analysis. The constructed heatmaps visually represented that biomarkers did not have an effect on the time gap between trial phases for non-small cell lung cancer and melanoma but did for colorectal and breast cancer trials, reducing the speed of trial timelines. It was also observed that biomarker trials were more often concurrent over shorter periods of time and began later in the timeline for non-small cell lung and colorectal cancers. CONCLUSION: The novel visualization method revealed longer gaps between trial phases, later clinical trial start times, and shorter periods of concurrently run trials for drugs that used biomarkers. The study highlights that biomarker-driven trials might impact drug approval timelines and need to be considered carefully in clinical development plan.
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spelling pubmed-95264842022-10-03 The Effect of Biomarker Use on the Speed and Duration of Clinical Trials for Cancer Drugs Mohamed, Luqmaan Manjrekar, Siddhi Ng, Derek P Walsh, Alec Lopes, Gilberto Parker, Jayson L Oncologist Cancer Diagnostics and Molecular Pathology BACKGROUND: The purpose of this study was to explore the effects biomarkers have on the duration and speed of clinical trials in oncology. MATERIALS AND METHODS: Clinical trial data was pooled from www.clinicaltrials.gov within the 4 cancer indications of non-small cell lung cancer, breast cancer, melanoma, and colorectal cancer. Heatmaps of clinical timelines were used to display differences in the frequency and timing of clinical trials across trials that used or did not use biomarkers, for all 4 indications. RESULTS: Screening of 8630 clinical trials across the 4 indications yielded 671 unique drugs corresponding to 1224 eligible trials used in our analysis. The constructed heatmaps visually represented that biomarkers did not have an effect on the time gap between trial phases for non-small cell lung cancer and melanoma but did for colorectal and breast cancer trials, reducing the speed of trial timelines. It was also observed that biomarker trials were more often concurrent over shorter periods of time and began later in the timeline for non-small cell lung and colorectal cancers. CONCLUSION: The novel visualization method revealed longer gaps between trial phases, later clinical trial start times, and shorter periods of concurrently run trials for drugs that used biomarkers. The study highlights that biomarker-driven trials might impact drug approval timelines and need to be considered carefully in clinical development plan. Oxford University Press 2022-08-22 /pmc/articles/PMC9526484/ /pubmed/35993585 http://dx.doi.org/10.1093/oncolo/oyac130 Text en © The Author(s) 2022. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com.
spellingShingle Cancer Diagnostics and Molecular Pathology
Mohamed, Luqmaan
Manjrekar, Siddhi
Ng, Derek P
Walsh, Alec
Lopes, Gilberto
Parker, Jayson L
The Effect of Biomarker Use on the Speed and Duration of Clinical Trials for Cancer Drugs
title The Effect of Biomarker Use on the Speed and Duration of Clinical Trials for Cancer Drugs
title_full The Effect of Biomarker Use on the Speed and Duration of Clinical Trials for Cancer Drugs
title_fullStr The Effect of Biomarker Use on the Speed and Duration of Clinical Trials for Cancer Drugs
title_full_unstemmed The Effect of Biomarker Use on the Speed and Duration of Clinical Trials for Cancer Drugs
title_short The Effect of Biomarker Use on the Speed and Duration of Clinical Trials for Cancer Drugs
title_sort effect of biomarker use on the speed and duration of clinical trials for cancer drugs
topic Cancer Diagnostics and Molecular Pathology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9526484/
https://www.ncbi.nlm.nih.gov/pubmed/35993585
http://dx.doi.org/10.1093/oncolo/oyac130
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