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Patient-Derived Organoid Serves as a Platform for Personalized Chemotherapy in Advanced Colorectal Cancer Patients
BACKGROUND: Addition of oxaliplatin to adjuvant 5-FU has significantly improved the disease-free survival and served as the first line adjuvant chemotherapy in advanced colorectal cancer (CRC) patients. However, a fraction of patients remains refractory to oxaliplatin-based treatment. It is urgent t...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9205170/ https://www.ncbi.nlm.nih.gov/pubmed/35719949 http://dx.doi.org/10.3389/fonc.2022.883437 |
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author | Geevimaan, Khamushavalli Guo, Jing-You Shen, Chia-Ning Jiang, Jeng-Kai Fann, Cathy S. J. Hwang, Ming-Jing Shui, Jr-Wen Lin, Hsiu-Ting Wang, Mei-Jung Shih, Hsuan-Cheng Li, Anna Fen-Yau Chang, Shih-Ching Yang, Shung-Haur Chen, Jeou-Yuan |
author_facet | Geevimaan, Khamushavalli Guo, Jing-You Shen, Chia-Ning Jiang, Jeng-Kai Fann, Cathy S. J. Hwang, Ming-Jing Shui, Jr-Wen Lin, Hsiu-Ting Wang, Mei-Jung Shih, Hsuan-Cheng Li, Anna Fen-Yau Chang, Shih-Ching Yang, Shung-Haur Chen, Jeou-Yuan |
author_sort | Geevimaan, Khamushavalli |
collection | PubMed |
description | BACKGROUND: Addition of oxaliplatin to adjuvant 5-FU has significantly improved the disease-free survival and served as the first line adjuvant chemotherapy in advanced colorectal cancer (CRC) patients. However, a fraction of patients remains refractory to oxaliplatin-based treatment. It is urgent to establish a preclinical platform to predict the responsiveness toward oxaliplatin in CRC patients as well as to improve the efficacy in the resistant patients. METHODS: A living biobank of organoid lines were established from advanced CRC patients. Oxaliplatin sensitivity was assessed in patient-derived tumor organoids (PDOs) in vitro and in PDO-xenografted tumors in mice. Based on in vitro oxaliplatin IC(50) values, PDOs were classified into either oxaliplatin-resistant (OR) or oxaliplatin-sensitive (OS) PDOs. The outcomes of patients undergone oxaliplatin-based treatment was followed. RNA-sequencing and bioinformatics tools were performed for molecular profiling of OR and OS PDOs. Oxaliplatin response signatures were submitted to Connectivity Map algorithm to identify perturbagens that may antagonize oxaliplatin resistance. RESULTS: Oxaliplatin sensitivity in PDOs was shown to correlate to oxaliplatin-mediated inhibition on PDO xenograft tumors in mice, and parallelled clinical outcomes of CRC patients who received FOLFOX treatment. Molecular profiling of transcriptomes revealed oxaliplatin-resistant and -sensitive PDOs as two separate entities, each being characterized with distinct hallmarks and gene sets. Using Leave-One-Out Cross Validation algorithm and Logistic Regression model, 18 gene signatures were identified as predictive biomarkers for oxaliplatin response. Candidate drugs identified by oxaliplatin response signature-based strategies, including inhibitors targeting c-ABL and Notch pathway, DNA/RNA synthesis inhibitors, and HDAC inhibitors, were demonstrated to potently and effectively increase oxaliplatin sensitivity in the resistant PDOs. CONCLUSIONS: PDOs are useful in informing decision-making on oxaliplatin-based chemotherapy and in designing personalized chemotherapy in CRC patients. |
format | Online Article Text |
id | pubmed-9205170 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92051702022-06-18 Patient-Derived Organoid Serves as a Platform for Personalized Chemotherapy in Advanced Colorectal Cancer Patients Geevimaan, Khamushavalli Guo, Jing-You Shen, Chia-Ning Jiang, Jeng-Kai Fann, Cathy S. J. Hwang, Ming-Jing Shui, Jr-Wen Lin, Hsiu-Ting Wang, Mei-Jung Shih, Hsuan-Cheng Li, Anna Fen-Yau Chang, Shih-Ching Yang, Shung-Haur Chen, Jeou-Yuan Front Oncol Oncology BACKGROUND: Addition of oxaliplatin to adjuvant 5-FU has significantly improved the disease-free survival and served as the first line adjuvant chemotherapy in advanced colorectal cancer (CRC) patients. However, a fraction of patients remains refractory to oxaliplatin-based treatment. It is urgent to establish a preclinical platform to predict the responsiveness toward oxaliplatin in CRC patients as well as to improve the efficacy in the resistant patients. METHODS: A living biobank of organoid lines were established from advanced CRC patients. Oxaliplatin sensitivity was assessed in patient-derived tumor organoids (PDOs) in vitro and in PDO-xenografted tumors in mice. Based on in vitro oxaliplatin IC(50) values, PDOs were classified into either oxaliplatin-resistant (OR) or oxaliplatin-sensitive (OS) PDOs. The outcomes of patients undergone oxaliplatin-based treatment was followed. RNA-sequencing and bioinformatics tools were performed for molecular profiling of OR and OS PDOs. Oxaliplatin response signatures were submitted to Connectivity Map algorithm to identify perturbagens that may antagonize oxaliplatin resistance. RESULTS: Oxaliplatin sensitivity in PDOs was shown to correlate to oxaliplatin-mediated inhibition on PDO xenograft tumors in mice, and parallelled clinical outcomes of CRC patients who received FOLFOX treatment. Molecular profiling of transcriptomes revealed oxaliplatin-resistant and -sensitive PDOs as two separate entities, each being characterized with distinct hallmarks and gene sets. Using Leave-One-Out Cross Validation algorithm and Logistic Regression model, 18 gene signatures were identified as predictive biomarkers for oxaliplatin response. Candidate drugs identified by oxaliplatin response signature-based strategies, including inhibitors targeting c-ABL and Notch pathway, DNA/RNA synthesis inhibitors, and HDAC inhibitors, were demonstrated to potently and effectively increase oxaliplatin sensitivity in the resistant PDOs. CONCLUSIONS: PDOs are useful in informing decision-making on oxaliplatin-based chemotherapy and in designing personalized chemotherapy in CRC patients. Frontiers Media S.A. 2022-06-01 /pmc/articles/PMC9205170/ /pubmed/35719949 http://dx.doi.org/10.3389/fonc.2022.883437 Text en Copyright © 2022 Geevimaan, Guo, Shen, Jiang, Fann, Hwang, Shui, Lin, Wang, Shih, Li, Chang, Yang and Chen https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Geevimaan, Khamushavalli Guo, Jing-You Shen, Chia-Ning Jiang, Jeng-Kai Fann, Cathy S. J. Hwang, Ming-Jing Shui, Jr-Wen Lin, Hsiu-Ting Wang, Mei-Jung Shih, Hsuan-Cheng Li, Anna Fen-Yau Chang, Shih-Ching Yang, Shung-Haur Chen, Jeou-Yuan Patient-Derived Organoid Serves as a Platform for Personalized Chemotherapy in Advanced Colorectal Cancer Patients |
title | Patient-Derived Organoid Serves as a Platform for Personalized Chemotherapy in Advanced Colorectal Cancer Patients |
title_full | Patient-Derived Organoid Serves as a Platform for Personalized Chemotherapy in Advanced Colorectal Cancer Patients |
title_fullStr | Patient-Derived Organoid Serves as a Platform for Personalized Chemotherapy in Advanced Colorectal Cancer Patients |
title_full_unstemmed | Patient-Derived Organoid Serves as a Platform for Personalized Chemotherapy in Advanced Colorectal Cancer Patients |
title_short | Patient-Derived Organoid Serves as a Platform for Personalized Chemotherapy in Advanced Colorectal Cancer Patients |
title_sort | patient-derived organoid serves as a platform for personalized chemotherapy in advanced colorectal cancer patients |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9205170/ https://www.ncbi.nlm.nih.gov/pubmed/35719949 http://dx.doi.org/10.3389/fonc.2022.883437 |
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