Cargando…

Development of a precision medicine pipeline to identify personalized treatments for colorectal cancer

BACKGROUND: Metastatic colorectal cancer (CRC) continues to be a major health problem, and current treatments are primarily for disease control and palliation of symptoms. In this study, we developed a precision medicine strategy to discover novel therapeutics for patients with CRC. METHODS: Six mat...

Descripción completa

Detalles Bibliográficos
Autores principales: Altunel, Erdem, Roghani, Roham S., Chen, Kai-Yuan, Kim, So Young, McCall, Shannon, Ware, Kathryn E., Shen, Xiling, Somarelli, Jason A., Hsu, David S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7313200/
https://www.ncbi.nlm.nih.gov/pubmed/32580713
http://dx.doi.org/10.1186/s12885-020-07090-y
_version_ 1783549903235973120
author Altunel, Erdem
Roghani, Roham S.
Chen, Kai-Yuan
Kim, So Young
McCall, Shannon
Ware, Kathryn E.
Shen, Xiling
Somarelli, Jason A.
Hsu, David S.
author_facet Altunel, Erdem
Roghani, Roham S.
Chen, Kai-Yuan
Kim, So Young
McCall, Shannon
Ware, Kathryn E.
Shen, Xiling
Somarelli, Jason A.
Hsu, David S.
author_sort Altunel, Erdem
collection PubMed
description BACKGROUND: Metastatic colorectal cancer (CRC) continues to be a major health problem, and current treatments are primarily for disease control and palliation of symptoms. In this study, we developed a precision medicine strategy to discover novel therapeutics for patients with CRC. METHODS: Six matched low-passage cell lines and patient-derived xenografts (PDX) were established from CRC patients undergoing resection of their cancer. High-throughput drug screens using a 119 FDA-approved oncology drug library were performed on these cell lines, which were then validated in vivo in matched PDXs. RNA-Seq analysis was then performed to identify predictors of response. RESULTS: Our study revealed marked differences in response to standard-of-care agents across patients and pinpointed druggable pathways to treat CRC. Among these pathways co-targeting of fibroblast growth factor receptor (FGFR), SRC, platelet derived growth factor receptor (PDGFR), or vascular endothelial growth factor receptor (VEGFR) signaling was found to be an effective strategy. Molecular analyses revealed potential predictors of response to these druggable pathways. CONCLUSIONS: Our data suggests that the use of matched low-passage cell lines and PDXs is a promising strategy to identify new therapies and pathways to treat metastatic CRC.
format Online
Article
Text
id pubmed-7313200
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-73132002020-06-24 Development of a precision medicine pipeline to identify personalized treatments for colorectal cancer Altunel, Erdem Roghani, Roham S. Chen, Kai-Yuan Kim, So Young McCall, Shannon Ware, Kathryn E. Shen, Xiling Somarelli, Jason A. Hsu, David S. BMC Cancer Research Article BACKGROUND: Metastatic colorectal cancer (CRC) continues to be a major health problem, and current treatments are primarily for disease control and palliation of symptoms. In this study, we developed a precision medicine strategy to discover novel therapeutics for patients with CRC. METHODS: Six matched low-passage cell lines and patient-derived xenografts (PDX) were established from CRC patients undergoing resection of their cancer. High-throughput drug screens using a 119 FDA-approved oncology drug library were performed on these cell lines, which were then validated in vivo in matched PDXs. RNA-Seq analysis was then performed to identify predictors of response. RESULTS: Our study revealed marked differences in response to standard-of-care agents across patients and pinpointed druggable pathways to treat CRC. Among these pathways co-targeting of fibroblast growth factor receptor (FGFR), SRC, platelet derived growth factor receptor (PDGFR), or vascular endothelial growth factor receptor (VEGFR) signaling was found to be an effective strategy. Molecular analyses revealed potential predictors of response to these druggable pathways. CONCLUSIONS: Our data suggests that the use of matched low-passage cell lines and PDXs is a promising strategy to identify new therapies and pathways to treat metastatic CRC. BioMed Central 2020-06-24 /pmc/articles/PMC7313200/ /pubmed/32580713 http://dx.doi.org/10.1186/s12885-020-07090-y Text en © The Author(s) 2020 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/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Altunel, Erdem
Roghani, Roham S.
Chen, Kai-Yuan
Kim, So Young
McCall, Shannon
Ware, Kathryn E.
Shen, Xiling
Somarelli, Jason A.
Hsu, David S.
Development of a precision medicine pipeline to identify personalized treatments for colorectal cancer
title Development of a precision medicine pipeline to identify personalized treatments for colorectal cancer
title_full Development of a precision medicine pipeline to identify personalized treatments for colorectal cancer
title_fullStr Development of a precision medicine pipeline to identify personalized treatments for colorectal cancer
title_full_unstemmed Development of a precision medicine pipeline to identify personalized treatments for colorectal cancer
title_short Development of a precision medicine pipeline to identify personalized treatments for colorectal cancer
title_sort development of a precision medicine pipeline to identify personalized treatments for colorectal cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7313200/
https://www.ncbi.nlm.nih.gov/pubmed/32580713
http://dx.doi.org/10.1186/s12885-020-07090-y
work_keys_str_mv AT altunelerdem developmentofaprecisionmedicinepipelinetoidentifypersonalizedtreatmentsforcolorectalcancer
AT roghanirohams developmentofaprecisionmedicinepipelinetoidentifypersonalizedtreatmentsforcolorectalcancer
AT chenkaiyuan developmentofaprecisionmedicinepipelinetoidentifypersonalizedtreatmentsforcolorectalcancer
AT kimsoyoung developmentofaprecisionmedicinepipelinetoidentifypersonalizedtreatmentsforcolorectalcancer
AT mccallshannon developmentofaprecisionmedicinepipelinetoidentifypersonalizedtreatmentsforcolorectalcancer
AT warekathryne developmentofaprecisionmedicinepipelinetoidentifypersonalizedtreatmentsforcolorectalcancer
AT shenxiling developmentofaprecisionmedicinepipelinetoidentifypersonalizedtreatmentsforcolorectalcancer
AT somarellijasona developmentofaprecisionmedicinepipelinetoidentifypersonalizedtreatmentsforcolorectalcancer
AT hsudavids developmentofaprecisionmedicinepipelinetoidentifypersonalizedtreatmentsforcolorectalcancer