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      Image-based ex-vivo drug screening for patients with aggressive haematological malignancies: interim results from a single-arm, open-label, pilot study

      research-article
      , Prof, PhD a , b , * , , PhD a , c , * , , PhD a , , MD d , , PhD d , , MD e , , BA a , , PhD d , , PharmD d , , PhD d , , MD d , , MD a , , Prof, MD f , , MSc e , , Prof, PhD e , , MSc a , l , , MSc a , , MD d , , Prof, PhD g , , Prof, MD e , , MSc m , , MD h , , , Prof, MD e , , Prof, MD i , , MD h , , Prof, MD e , n , o , , Prof, MD d , p , , PhD a , , Prof, MD d , , Prof, MD d , j , , Prof, PhD a , l , , Prof, MD d , , Prof, MD d , , , Prof, PhD a , k , , *
      The Lancet. Haematology
      Elsevier Ltd

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          Summary

          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.

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          Most cited references27

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          Organoid cultures derived from patients with advanced prostate cancer.

          The lack of in vitro prostate cancer models that recapitulate the diversity of human prostate cancer has hampered progress in understanding disease pathogenesis and therapy response. Using a 3D organoid system, we report success in long-term culture of prostate cancer from biopsy specimens and circulating tumor cells. The first seven fully characterized organoid lines recapitulate the molecular diversity of prostate cancer subtypes, including TMPRSS2-ERG fusion, SPOP mutation, SPINK1 overexpression, and CHD1 loss. Whole-exome sequencing shows a low mutational burden, consistent with genomics studies, but with mutations in FOXA1 and PIK3R1, as well as in DNA repair and chromatin modifier pathways that have been reported in advanced disease. Loss of p53 and RB tumor suppressor pathway function are the most common feature shared across the organoid lines. The methodology described here should enable the generation of a large repertoire of patient-derived prostate cancer lines amenable to genetic and pharmacologic studies. Copyright © 2014 Elsevier Inc. All rights reserved.
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            Molecularly targeted therapy based on tumour molecular profiling versus conventional therapy for advanced cancer (SHIVA): a multicentre, open-label, proof-of-concept, randomised, controlled phase 2 trial.

            Molecularly targeted agents have been reported to have anti-tumour activity for patients whose tumours harbour the matching molecular alteration. These results have led to increased off-label use of molecularly targeted agents on the basis of identified molecular alterations. We assessed the efficacy of several molecularly targeted agents marketed in France, which were chosen on the basis of tumour molecular profiling but used outside their indications, in patients with advanced cancer for whom standard-of-care therapy had failed.
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              Mutations and treatment outcome in cytogenetically normal acute myeloid leukemia.

              Mutations occur in several genes in cytogenetically normal acute myeloid leukemia (AML) cells: the nucleophosmin gene (NPM1), the fms-related tyrosine kinase 3 gene (FLT3), the CCAAT/enhancer binding protein alpha gene (CEPBA), the myeloid-lymphoid or mixed-lineage leukemia gene (MLL), and the neuroblastoma RAS viral oncogene homolog (NRAS). We evaluated the associations of these mutations with clinical outcomes in patients. We compared the mutational status of the NPM1, FLT3, CEBPA, MLL, and NRAS genes in leukemia cells with the clinical outcome in 872 adults younger than 60 years of age with cytogenetically normal AML. Patients had been entered into one of four trials of therapy for AML. In each study, patients with an HLA-matched related donor were assigned to undergo stem-cell transplantation. A total of 53% of patients had NPM1 mutations, 31% had FLT3 internal tandem duplications (ITDs), 11% had FLT3 tyrosine kinase-domain mutations, 13% had CEBPA mutations, 7% had MLL partial tandem duplications (PTDs), and 13% had NRAS mutations. The overall complete-remission rate was 77%. The genotype of mutant NPM1 without FLT3-ITD, the mutant CEBPA genotype, and younger age were each significantly associated with complete remission. Of the 663 patients who received postremission therapy, 150 underwent hematopoietic stem-cell transplantation from an HLA-matched related donor. Significant associations were found between the risk of relapse or the risk of death during complete remission and the leukemia genotype of mutant NPM1 without FLT3-ITD (hazard ratio, 0.44; 95% confidence interval [CI], 0.32 to 0.61), the mutant CEBPA genotype (hazard ratio, 0.48; 95% CI, 0.30 to 0.75), and the MLL-PTD genotype (hazard ratio, 1.56; 95% CI, 1.00 to 2.43), as well as receipt of a transplant from an HLA-matched related donor (hazard ratio, 0.60; 95% CI, 0.44 to 0.82). The benefit of the transplant was limited to the subgroup of patients with the prognostically adverse genotype FLT3-ITD or the genotype consisting of wild-type NPM1 and CEBPA without FLT3-ITD. Genotypes defined by the mutational status of NPM1, FLT3, CEBPA, and MLL are associated with the outcome of treatment for patients with cytogenetically normal AML. Copyright 2008 Massachusetts Medical Society.
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                Author and article information

                Contributors
                Journal
                Lancet Haematol
                Lancet Haematol
                The Lancet. Haematology
                Elsevier Ltd
                2352-3026
                15 November 2017
                December 2017
                15 November 2017
                : 4
                : 12
                : e595-e606
                Affiliations
                [a ]CeMM Research Center for Molecular Medicine, Vienna, Austria
                [b ]Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
                [c ]Allcyte, Vienna, Austria
                [d ]Department of Internal Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria
                [e ]Clinical Institute of Pathology, Medical University of Vienna, Vienna, Austria
                [f ]Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
                [g ]Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria
                [h ]Division of General Surgery, Department of Surgery, Medical University of Vienna, Vienna, Austria
                [i ]Department of Internal Medicine I, Division of Oncology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
                [j ]Ludwig Boltzmann Cluster Oncology, Medical University of Vienna, Vienna, Austria
                [k ]Center for Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria
                [l ]Christian Doppler Laboratory for Chemical Epigenetics and Anti-Infectives, Vienna, Austria
                [m ]Pharmacy Department, Vienna General Hospital, Vienna, Austria
                [n ]Ludwig Boltzmann Institute for Cancer Research, Vienna, Austria
                [o ]Unit of Laboratory Animal Pathology, University of Veterinary Medicine, Vienna, Austria
                [p ]Ludwig Boltzmann Institute for Cancer Research, Vienna, Austria
                Author notes
                [* ]Correspondence to: Prof Giulio Superti-Furga, CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, 1090 Vienna, AustriaCorrespondence to: Prof Giulio Superti-Furga, CeMM Research Center for Molecular Medicine of the Austrian Academy of SciencesVienna1090Austria gsuperti@ 123456cemm.at
                [*]

                Contributed equally as first authors

                [†]

                Contributed equally as last authors

                [‡]

                Dr Felberbauer died in October, 2017

                Article
                S2352-3026(17)30208-9
                10.1016/S2352-3026(17)30208-9
                5719985
                29153976
                f84b66dd-27b1-4ceb-a7c4-e281b5a7d5e3
                © 2017 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license

                This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).

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