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Author Spotlight: Radiotherapy and Clonogenic Assays for Advancing Cancer Research and Personalized Medicine
Published on: April 5, 2024
Development of a translational radiobiology platform using pancreatic cancer patient-derived organoids for
Christopher Kessler1, Francheska Cadacio2, Carlo Maurer3
1Department of Radiation Oncology, TUM School of Medicine and Health, TUM Klinikum Rechts der Isar, Technical University of Munich (TUM), Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, a partnership between DKFZ and University Hospital Klinikum rechts der Isar, Germany.
Abstract:
Pancreatic ductal adenocarcinoma (PDAC) is one of the most aggressive malignancies with neoadjuvant radio(chemo)therapy failing in approximately 70 % of cases due to high tumor heterogeneity, and intrinsic radioresistance. Patient-derived organoids (PDOs) closely recapitulate appearance, and functionality as the original tissue and have potential to explore novel therapies for personalized radiooncology. In this study, the radioresponse of PDAC PDO lines was determined after irradiation (RT). PDOs were immunohistochemically characterized by γ-H2AX, HIF-1α and Ki-67 staining. RNA sequencing data were analyzed by gene set enrichment analyses to investigate underlying mechanisms of radioresistance. Preclinical findings were correlated with clinical data from the corresponding patients. PDOs showed a significant heterogeneity in response to radiation and were classified into radiosensitive, intermediate, and radioresistant subgroups. A correlation between radiosensitivity and enhanced proliferation and decreased hypoxia was observed. OXPHOS-related gene signatures were significantly overexpressed in the radioresistant phenotype. Translationally, radioresistance in PDOs was associated with significantly poorer survival of patients. Our platform demonstrated heterogeneity in radioresponse reflecting the clinical situation and correlation with clinical outcomes. Immunohistochemical staining and transcriptomic profiling identified molecular signatures, including HIF-1α and OXPHOS-related pathways, associated with radioresistance. Implementing PDO-based radioresponse profiling in clinical workflows may enable patient stratified treatment approaches. Overall, our findings suggest that functionalizing PDOs for radioresponse might extend PDO-informed precision oncology.
Insights
Patient-derived organoids (PDOs) reveal diverse pancreatic cancer responses to radiation therapy. Identifying radioresistance markers like HIF-1α and OXPHOS pathways can guide personalized pancreatic cancer treatment.
Area of Science:
- Oncology
- Cancer Research
- Radiotherapy
Background:
- Pancreatic ductal adenocarcinoma (PDAC) is highly aggressive, with radio(chemo)therapy often failing due to tumor heterogeneity and radioresistance.
- Patient-derived organoids (PDOs) offer a promising model to study individual tumor characteristics and response to treatment.
Purpose of the Study:
- To determine the radioresponse of PDAC patient-derived organoids (PDOs) after irradiation (RT).
- To investigate the molecular mechanisms underlying radioresistance in PDAC.
- To correlate preclinical PDO findings with clinical outcomes for personalized radiooncology.
Main Methods:
- PDAC PDO lines were subjected to irradiation (RT).
- Immunohistochemistry was used to characterize PDOs (γ-H2AX, HIF-1α, Ki-67).
- RNA sequencing and gene set enrichment analyses identified molecular signatures.
- Preclinical results were correlated with patient clinical data.
Main Results:
- PDOs exhibited significant heterogeneity in radioresponse, classified into radiosensitive, intermediate, and radioresistant groups.
- Radiosensitivity correlated with increased proliferation and decreased hypoxia.
- Oxidative phosphorylation (OXPHOS)-related gene signatures were overexpressed in radioresistant PDOs.
- PDAC PDO radioresistance was associated with poorer patient survival.
Conclusions:
- The PDO platform accurately reflects clinical radioresponse heterogeneity in PDAC.
- Molecular signatures, including HIF-1α and OXPHOS pathways, are linked to radioresistance.
- Implementing PDO-based radioresponse profiling can facilitate patient-stratified treatment and advance precision oncology.
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