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...
Autores principales: | , , , , , , , , , , , , , , , , , , |
---|---|
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 |