Biomarker Discovery and Validation: Statistical Considerations

Biomarkers have various applications including disease detection, diagnosis, prognosis, prediction of response to intervention, and disease monitoring. In this era of precision medicine, having validated biomarkers to inform clinical decision making is more important than ever. In this article, we d...

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Veröffentlicht in:Journal of thoracic oncology 2021-04, Vol.16 (4), p.537-545
Hauptverfasser: Ou, Fang-Shu, Michiels, Stefan, Shyr, Yu, Adjei, Alex A., Oberg, Ann L.
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container_end_page 545
container_issue 4
container_start_page 537
container_title Journal of thoracic oncology
container_volume 16
creator Ou, Fang-Shu
Michiels, Stefan
Shyr, Yu
Adjei, Alex A.
Oberg, Ann L.
description Biomarkers have various applications including disease detection, diagnosis, prognosis, prediction of response to intervention, and disease monitoring. In this era of precision medicine, having validated biomarkers to inform clinical decision making is more important than ever. In this article, we discuss best the practices and potential issues in biomarker discovery and validation. We encourage team science partnerships to bring cutting-edge discovery from bench to bedside, leading to improved patient care and outcomes.
doi_str_mv 10.1016/j.jtho.2021.01.1616
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subjects Biomarker
Biomarkers
Biomedical Research
Clinical trial
Confirmation analysis
Exploratory analysis
Humans
Lung Neoplasms
Precision Medicine
Prognosis
title Biomarker Discovery and Validation: Statistical Considerations
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