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A prospective feasibility trial to challenge patient−derived pancreatic cancer organoids in predicting treatment response
- Source :
- Cancers, Cancers, Vol 13, Iss 2539, p 2539 (2021), Volume 13, Issue 11
- Publication Year :
- 2021
- Publisher :
- Universität Ulm, 2021.
-
Abstract
- Real-time isolation, propagation, and pharmacotyping of patient-derived pancreatic cancer organoids (PDOs) may enable treatment response prediction and personalization of pancreatic cancer (PC) therapy. In our methodology, PDOs are isolated from 54 patients with suspected or confirmed PC in the framework of a prospective feasibility trial. The drug response of single agents is determined by a viability assay. Areas under the curves (AUC) are clustered for each drug, and a prediction score is developed for combined regimens. Pharmacotyping profiles are obtained from 28 PDOs (efficacy 63.6%) after a median of 53 days (range 21–126 days). PDOs exhibit heterogeneous responses to the standard-of-care drugs, and are classified into high, intermediate, or low responder categories. Our developed prediction model allows a successful response prediction in treatment-naïve patients with an accuracy of 91.1% for first-line and 80.0% for second-line regimens, respectively. The power of prediction declines in pretreated patients (accuracy 40.0%), particularly with more than one prior line of chemotherapy. Progression-free survival (PFS) is significantly longer in previously treatment-naïve patients receiving a predicted tumor sensitive compared to a predicted tumor resistant regimen (mPFS 141 vs. 46 days; p = 0.0048). In conclusion, generation and pharmacotyping of PDOs is feasible in clinical routine and may provide substantial benefit.<br />publishedVersion
- Subjects :
- 0301 basic medicine
Drug
Oncology
Organoid
Cancer Research
medicine.medical_specialty
Treatment response
drug response prediction
Pancreatic neoplasms
media_common.quotation_subject
medicine.medical_treatment
pancreatic cancer
Individualisierte Medizin
Article
pharmacotyping
03 medical and health sciences
0302 clinical medicine
Internal medicine
Pancreatic cancer
Medicine
ddc:610
Bauchspeicheldrüsenkrebs
RC254-282
media_common
Prediction score
Chemotherapy
business.industry
Precision medicine
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
personalized medicine
Clinical routine
medicine.disease
Drug delivery systems
Organoids
Regimen
030104 developmental biology
Pharmacogenetics
030220 oncology & carcinogenesis
Arzneimittelentwicklung
Personalized medicine
business
DDC 610 / Medicine & health
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Cancers, Cancers, Vol 13, Iss 2539, p 2539 (2021), Volume 13, Issue 11
- Accession number :
- edsair.doi.dedup.....040d92b47c9fe3b37d38c24aafa3f757
- Full Text :
- https://doi.org/10.18725/oparu-43543