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1.
Cancer Discov ; 12(2): 372-387, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-34635570

RESUMEN

Personalized medicine aims to match the right drug with the right patient by using specific features of the individual patient's tumor. However, current strategies of personalized therapy matching provide treatment opportunities for less than 10% of patients with cancer. A promising method may be drug profiling of patient biopsy specimens with single-cell resolution to directly quantify drug effects. We prospectively tested an image-based single-cell functional precision medicine (scFPM) approach to guide treatments in 143 patients with advanced aggressive hematologic cancers. Fifty-six patients (39%) were treated according to scFPM results. At a median follow-up of 23.9 months, 30 patients (54%) demonstrated a clinical benefit of more than 1.3-fold enhanced progression-free survival compared with their previous therapy. Twelve patients (40% of responders) experienced exceptional responses lasting three times longer than expected for their respective disease. We conclude that therapy matching by scFPM is clinically feasible and effective in advanced aggressive hematologic cancers. SIGNIFICANCE: This is the first precision medicine trial using a functional assay to instruct n-of-one therapies in oncology. It illustrates that for patients lacking standard therapies, high-content assay-based scFPM can have a significant value in clinical therapy guidance based on functional dependencies of each patient's cancer.See related commentary by Letai, p. 290.This article is highlighted in the In This Issue feature, p. 275.


Asunto(s)
Neoplasias Hematológicas/tratamiento farmacológico , Adulto , Anciano , Anciano de 80 o más Años , Austria , Estudios de Cohortes , Femenino , Neoplasias Hematológicas/mortalidad , Humanos , Masculino , Persona de Mediana Edad , Terapia Molecular Dirigida , Medicina de Precisión , Supervivencia sin Progresión , Adulto Joven
2.
Lancet Haematol ; 4(12): e595-e606, 2017 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-29153976

RESUMEN

BACKGROUND: Patients with refractory or relapsed haematological malignancies have few treatment options and short survival times. Identification of effective therapies with genomic-based precision medicine is hampered by intratumour heterogeneity and incomplete understanding of the contribution of various mutations within specific cancer phenotypes. Ex-vivo drug-response profiling in patient biopsies might aid effective treatment identification; however, proof of its clinical utility is limited. METHODS: We investigated the feasibility and clinical impact of multiparametric, single-cell, drug-response profiling in patient biopsies by immunofluorescence, automated microscopy, and image analysis, an approach we call pharmacoscopy. First, the ability of pharmacoscopy to separate responders from non-responders was evaluated retrospectively for a cohort of 20 newly diagnosed and previously untreated patients with acute myeloid leukaemia. Next, 48 patients with aggressive haematological malignancies were prospectively evaluated for pharmacoscopy-guided treatment, of whom 17 could receive the treatment. The primary endpoint was progression-free survival in pharmacoscopy-treated patients, as compared with their own progression-free survival for the most recent regimen on which they had progressive disease. This trial is ongoing and registered with ClinicalTrials.gov, number NCT03096821. FINDINGS: Pharmacoscopy retrospectively predicted the clinical response of 20 acute myeloid leukaemia patients to initial therapy with 88·1% accuracy. In this interim analysis, 15 (88%) of 17 patients receiving pharmacoscopy-guided treatment had an overall response compared with four (24%) of 17 patients with their most recent regimen (odds ratio 24·38 [95% CI 3·99-125·4], p=0·0013). 12 (71%) of 17 patients had a progression-free survival ratio of 1·3 or higher, and median progression-free survival increased by four times, from 5·7 (95% CI 4·1-12·1) weeks to 22·6 (7·4-34·0) weeks (hazard ratio 3·14 [95% CI 1·37-7·22], p=0·0075). INTERPRETATION: Routine clinical integration of pharmacoscopy for treatment selection is technically feasible, and led to improved treatment of patients with aggressive refractory haematological malignancies in an initial patient cohort, warranting further investigation. FUNDING: Austrian Academy of Sciences; European Research Council; Austrian Science Fund; Austrian Federal Ministry of Science, Research and Economy; National Foundation for Research, Technology and Development; Anniversary Fund of the Austrian National Bank; MPN Research Foundation; European Molecular Biology Organization; and Swiss National Science Foundation.


Asunto(s)
Antineoplásicos/uso terapéutico , Neoplasias Hematológicas/tratamiento farmacológico , Adenina/análogos & derivados , Adulto , Anciano , Área Bajo la Curva , Médula Ósea/patología , Bortezomib/uso terapéutico , Cladribina/uso terapéutico , Supervivencia sin Enfermedad , Femenino , Neoplasias Hematológicas/diagnóstico por imagen , Neoplasias Hematológicas/mortalidad , Neoplasias Hematológicas/patología , Humanos , Estimación de Kaplan-Meier , Leucemia Mieloide Aguda/tratamiento farmacológico , Masculino , Microscopía Fluorescente , Persona de Mediana Edad , Oportunidad Relativa , Proyectos Piloto , Piperidinas , Tomografía Computarizada por Tomografía de Emisión de Positrones , Pirazoles/uso terapéutico , Pirimidinas/uso terapéutico , Curva ROC , Inducción de Remisión , Adulto Joven
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