Cargando…

Optimizing Precision Medicine for Breast Cancer Brain Metastases with Functional Drug Response Assessment

The development of novel therapies for brain metastases is an unmet need. Brain metastases may have unique molecular features that could be explored as therapeutic targets. A better understanding of the drug sensitivity of live cells coupled to molecular analyses will lead to a rational prioritizati...

Descripción completa

Detalles Bibliográficos
Autores principales: Morikawa, Aki, Li, Jinju, Ulintz, Peter, Cheng, Xu, Apfel, Athena, Robinson, Dan, Hopkins, Alex, Kumar-Sinha, Chandan, Wu, Yi-Mi, Serhan, Habib, Verbal, Kait, Thomas, Dafydd, Hayes, Daniel F., Chinnaiyan, Arul M., Baladandayuthapani, Veerabhadran, Heth, Jason, Soellner, Matthew B., Merajver, Sofia D., Merrill, Nathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for Cancer Research 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10284082/
https://www.ncbi.nlm.nih.gov/pubmed/37377606
http://dx.doi.org/10.1158/2767-9764.CRC-22-0492
_version_ 1785061331730169856
author Morikawa, Aki
Li, Jinju
Ulintz, Peter
Cheng, Xu
Apfel, Athena
Robinson, Dan
Hopkins, Alex
Kumar-Sinha, Chandan
Wu, Yi-Mi
Serhan, Habib
Verbal, Kait
Thomas, Dafydd
Hayes, Daniel F.
Chinnaiyan, Arul M.
Baladandayuthapani, Veerabhadran
Heth, Jason
Soellner, Matthew B.
Merajver, Sofia D.
Merrill, Nathan
author_facet Morikawa, Aki
Li, Jinju
Ulintz, Peter
Cheng, Xu
Apfel, Athena
Robinson, Dan
Hopkins, Alex
Kumar-Sinha, Chandan
Wu, Yi-Mi
Serhan, Habib
Verbal, Kait
Thomas, Dafydd
Hayes, Daniel F.
Chinnaiyan, Arul M.
Baladandayuthapani, Veerabhadran
Heth, Jason
Soellner, Matthew B.
Merajver, Sofia D.
Merrill, Nathan
author_sort Morikawa, Aki
collection PubMed
description The development of novel therapies for brain metastases is an unmet need. Brain metastases may have unique molecular features that could be explored as therapeutic targets. A better understanding of the drug sensitivity of live cells coupled to molecular analyses will lead to a rational prioritization of therapeutic candidates. We evaluated the molecular profiles of 12 breast cancer brain metastases (BCBM) and matched primary breast tumors to identify potential therapeutic targets. We established six novel patient-derived xenograft (PDX) from BCBM from patients undergoing clinically indicated surgical resection of BCBM and used the PDXs as a drug screening platform to interrogate potential molecular targets. Many of the alterations were conserved in brain metastases compared with the matched primary. We observed differential expressions in the immune-related and metabolism pathways. The PDXs from BCBM captured the potentially targetable molecular alterations in the source brain metastases tumor. The alterations in the PI3K pathway were the most predictive for drug efficacy in the PDXs. The PDXs were also treated with a panel of over 350 drugs and demonstrated high sensitivity to histone deacetylase and proteasome inhibitors. Our study revealed significant differences between the paired BCBM and primary breast tumors with the pathways involved in metabolisms and immune functions. While molecular targeted drug therapy based on genomic profiling of tumors is currently evaluated in clinical trials for patients with brain metastases, a functional precision medicine strategy may complement such an approach by expanding potential therapeutic options, even for BCBM without known targetable molecular alterations. SIGNIFICANCE: Examining genomic alterations and differentially expressed pathways in brain metastases may inform future therapeutic strategies. This study supports genomically-guided therapy for BCBM and further investigation into incorporating real-time functional evaluation will increase confidence in efficacy estimations during drug development and predictive biomarker assessment for BCBM.
format Online
Article
Text
id pubmed-10284082
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher American Association for Cancer Research
record_format MEDLINE/PubMed
spelling pubmed-102840822023-06-22 Optimizing Precision Medicine for Breast Cancer Brain Metastases with Functional Drug Response Assessment Morikawa, Aki Li, Jinju Ulintz, Peter Cheng, Xu Apfel, Athena Robinson, Dan Hopkins, Alex Kumar-Sinha, Chandan Wu, Yi-Mi Serhan, Habib Verbal, Kait Thomas, Dafydd Hayes, Daniel F. Chinnaiyan, Arul M. Baladandayuthapani, Veerabhadran Heth, Jason Soellner, Matthew B. Merajver, Sofia D. Merrill, Nathan Cancer Res Commun Research Article The development of novel therapies for brain metastases is an unmet need. Brain metastases may have unique molecular features that could be explored as therapeutic targets. A better understanding of the drug sensitivity of live cells coupled to molecular analyses will lead to a rational prioritization of therapeutic candidates. We evaluated the molecular profiles of 12 breast cancer brain metastases (BCBM) and matched primary breast tumors to identify potential therapeutic targets. We established six novel patient-derived xenograft (PDX) from BCBM from patients undergoing clinically indicated surgical resection of BCBM and used the PDXs as a drug screening platform to interrogate potential molecular targets. Many of the alterations were conserved in brain metastases compared with the matched primary. We observed differential expressions in the immune-related and metabolism pathways. The PDXs from BCBM captured the potentially targetable molecular alterations in the source brain metastases tumor. The alterations in the PI3K pathway were the most predictive for drug efficacy in the PDXs. The PDXs were also treated with a panel of over 350 drugs and demonstrated high sensitivity to histone deacetylase and proteasome inhibitors. Our study revealed significant differences between the paired BCBM and primary breast tumors with the pathways involved in metabolisms and immune functions. While molecular targeted drug therapy based on genomic profiling of tumors is currently evaluated in clinical trials for patients with brain metastases, a functional precision medicine strategy may complement such an approach by expanding potential therapeutic options, even for BCBM without known targetable molecular alterations. SIGNIFICANCE: Examining genomic alterations and differentially expressed pathways in brain metastases may inform future therapeutic strategies. This study supports genomically-guided therapy for BCBM and further investigation into incorporating real-time functional evaluation will increase confidence in efficacy estimations during drug development and predictive biomarker assessment for BCBM. American Association for Cancer Research 2023-06-21 /pmc/articles/PMC10284082/ /pubmed/37377606 http://dx.doi.org/10.1158/2767-9764.CRC-22-0492 Text en © 2023 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by/4.0/This open access article is distributed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.
spellingShingle Research Article
Morikawa, Aki
Li, Jinju
Ulintz, Peter
Cheng, Xu
Apfel, Athena
Robinson, Dan
Hopkins, Alex
Kumar-Sinha, Chandan
Wu, Yi-Mi
Serhan, Habib
Verbal, Kait
Thomas, Dafydd
Hayes, Daniel F.
Chinnaiyan, Arul M.
Baladandayuthapani, Veerabhadran
Heth, Jason
Soellner, Matthew B.
Merajver, Sofia D.
Merrill, Nathan
Optimizing Precision Medicine for Breast Cancer Brain Metastases with Functional Drug Response Assessment
title Optimizing Precision Medicine for Breast Cancer Brain Metastases with Functional Drug Response Assessment
title_full Optimizing Precision Medicine for Breast Cancer Brain Metastases with Functional Drug Response Assessment
title_fullStr Optimizing Precision Medicine for Breast Cancer Brain Metastases with Functional Drug Response Assessment
title_full_unstemmed Optimizing Precision Medicine for Breast Cancer Brain Metastases with Functional Drug Response Assessment
title_short Optimizing Precision Medicine for Breast Cancer Brain Metastases with Functional Drug Response Assessment
title_sort optimizing precision medicine for breast cancer brain metastases with functional drug response assessment
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10284082/
https://www.ncbi.nlm.nih.gov/pubmed/37377606
http://dx.doi.org/10.1158/2767-9764.CRC-22-0492
work_keys_str_mv AT morikawaaki optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT lijinju optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT ulintzpeter optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT chengxu optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT apfelathena optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT robinsondan optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT hopkinsalex optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT kumarsinhachandan optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT wuyimi optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT serhanhabib optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT verbalkait optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT thomasdafydd optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT hayesdanielf optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT chinnaiyanarulm optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT baladandayuthapaniveerabhadran optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT hethjason optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT soellnermatthewb optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT merajversofiad optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment
AT merrillnathan optimizingprecisionmedicineforbreastcancerbrainmetastaseswithfunctionaldrugresponseassessment