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Enabling Real-World Data to Accelerate the Development of Innovative Cancer Biomarkers
The molecular diagnostics industry has historically relied on sanitized clinical trials and commoditized data sources to inform its biomarker discovery and validation process—an under-substantiated approach that was ultra-expensive, resource-consuming and did not reflect how representative a new bio...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Georg Thieme Verlag KG
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10205392/ https://www.ncbi.nlm.nih.gov/pubmed/37228868 http://dx.doi.org/10.1055/s-0043-1768993 |
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author | Yeh, Chen |
author_facet | Yeh, Chen |
author_sort | Yeh, Chen |
collection | PubMed |
description | The molecular diagnostics industry has historically relied on sanitized clinical trials and commoditized data sources to inform its biomarker discovery and validation process—an under-substantiated approach that was ultra-expensive, resource-consuming and did not reflect how representative a new biomarker would be in broader patient populations. In an effort to gain more accurate insight into the patient experience and bring innovative biomarkers to market more efficiently and accurately, the industry is now expanding into extended real-world data. To access the needed breadth and depth of patient-centric data, diagnostic companies must collaborate with a healthcare data analytics partner that has three key assets: (i) a broad and deep megadata with metadata, (ii) a data-rich provider network, and (iii) an outcomes-improvement engine to support the next generation of molecular diagnostics (Dx) and therapeutics (Rx) development. |
format | Online Article Text |
id | pubmed-10205392 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Georg Thieme Verlag KG |
record_format | MEDLINE/PubMed |
spelling | pubmed-102053922023-05-24 Enabling Real-World Data to Accelerate the Development of Innovative Cancer Biomarkers Yeh, Chen Glob Med Genet The molecular diagnostics industry has historically relied on sanitized clinical trials and commoditized data sources to inform its biomarker discovery and validation process—an under-substantiated approach that was ultra-expensive, resource-consuming and did not reflect how representative a new biomarker would be in broader patient populations. In an effort to gain more accurate insight into the patient experience and bring innovative biomarkers to market more efficiently and accurately, the industry is now expanding into extended real-world data. To access the needed breadth and depth of patient-centric data, diagnostic companies must collaborate with a healthcare data analytics partner that has three key assets: (i) a broad and deep megadata with metadata, (ii) a data-rich provider network, and (iii) an outcomes-improvement engine to support the next generation of molecular diagnostics (Dx) and therapeutics (Rx) development. Georg Thieme Verlag KG 2023-05-23 /pmc/articles/PMC10205392/ /pubmed/37228868 http://dx.doi.org/10.1055/s-0043-1768993 Text en The Author(s). This is an open access article published by Thieme under the terms of the Creative Commons Attribution License, permitting unrestricted use, distribution, and reproduction so long as the original work is properly cited. ( https://creativecommons.org/licenses/by/4.0/ ) https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Yeh, Chen Enabling Real-World Data to Accelerate the Development of Innovative Cancer Biomarkers |
title | Enabling Real-World Data to Accelerate the Development of Innovative Cancer Biomarkers |
title_full | Enabling Real-World Data to Accelerate the Development of Innovative Cancer Biomarkers |
title_fullStr | Enabling Real-World Data to Accelerate the Development of Innovative Cancer Biomarkers |
title_full_unstemmed | Enabling Real-World Data to Accelerate the Development of Innovative Cancer Biomarkers |
title_short | Enabling Real-World Data to Accelerate the Development of Innovative Cancer Biomarkers |
title_sort | enabling real-world data to accelerate the development of innovative cancer biomarkers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10205392/ https://www.ncbi.nlm.nih.gov/pubmed/37228868 http://dx.doi.org/10.1055/s-0043-1768993 |
work_keys_str_mv | AT yehchen enablingrealworlddatatoacceleratethedevelopmentofinnovativecancerbiomarkers |