Functional Precision Medicine Provides Clinical Benefit in Advanced Aggressive Hematologic Cancers and Identifies Exceptional Responders.


Journal

Cancer discovery
ISSN: 2159-8290
Titre abrégé: Cancer Discov
Pays: United States
ID NLM: 101561693

Informations de publication

Date de publication:
02 2022
Historique:
received: 26 04 2021
revised: 22 07 2021
accepted: 24 09 2021
pubmed: 13 10 2021
medline: 15 3 2022
entrez: 12 10 2021
Statut: ppublish

Résumé

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.

Identifiants

pubmed: 34635570
pii: 2159-8290.CD-21-0538
doi: 10.1158/2159-8290.CD-21-0538
pmc: PMC9762339
doi:

Types de publication

Journal Article Observational Study Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

372-387

Subventions

Organisme : Austrian Science Fund FWF
ID : I 4154
Pays : Austria
Organisme : Austrian Science Fund FWF
ID : I 4156
Pays : Austria

Commentaires et corrections

Type : CommentIn

Informations de copyright

©2021 The Authors; Published by the American Association for Cancer Research.

Références

Lancet Oncol. 2020 Apr;21(4):508-518
pubmed: 32135080
Nat Med. 2019 May;25(5):744-750
pubmed: 31011206
F1000Res. 2020 Sep 4;9:
pubmed: 32934797
Ann Oncol. 2019 Nov 1;30(11):1821-1830
pubmed: 31504139
J Clin Oncol. 2010 Nov 20;28(33):4877-83
pubmed: 20921468
Nat Med. 2019 May;25(5):751-758
pubmed: 31011205
Cancer Cell. 2021 Jan 11;39(1):38-53.e7
pubmed: 33217343
N Engl J Med. 2015 Oct 29;373(18):1733-47
pubmed: 26352686
Clin Cancer Res. 2014 Sep 15;20(18):4827-36
pubmed: 24987059
Lancet Haematol. 2017 Dec;4(12):e595-e606
pubmed: 29153976
Nat Med. 2020 Dec;26(12):1852-1858
pubmed: 33106665
Ann Oncol. 2017 Jul 1;28(7):1436-1447
pubmed: 28379322
Blood. 2017 Oct 19;130(16):1800-1808
pubmed: 28774879
Cell. 2015 Feb 26;160(5):977-989
pubmed: 25723171
J Cancer. 2012;3:7-13
pubmed: 22211140
Cancer Discov. 2013 Dec;3(12):1416-29
pubmed: 24056683
J Natl Cancer Inst. 2020 Oct 1;112(10):1021-1029
pubmed: 31922567
Best Pract Res Clin Haematol. 2018 Dec;31(4):384-386
pubmed: 30466752
Lancet Oncol. 2015 Oct;16(13):1324-34
pubmed: 26342236
Cancer. 2018 Jun 15;124(12):2534-2540
pubmed: 29645075
Cancer Res. 2016 Jul 1;76(13):3690-701
pubmed: 27197177
Cancer Discov. 2021 Nov;11(11):2780-2795
pubmed: 34112699
Cancer Treat Rev. 2020 Jun;86:102019
pubmed: 32251926
Cancers (Basel). 2019 Feb 14;11(2):
pubmed: 30769877
J Clin Oncol. 2015 Nov 10;33(32):3817-25
pubmed: 26304871
N Engl J Med. 2011 Jun 16;364(24):2305-15
pubmed: 21663470
Cell. 2009 Mar 6;136(5):823-37
pubmed: 19269363
Blood. 2004 Dec 1;104(12):3507-12
pubmed: 15315963
Cancer Discov. 2015 Feb;5(2):118-23
pubmed: 25656898
J Clin Oncol. 2018 Feb 20;36(6):536-542
pubmed: 29320312
Leukemia. 1991 Mar;5(3):196-9
pubmed: 2013979
Nature. 2018 Oct;562(7728):526-531
pubmed: 30333627
Nature. 2016 Sep 07;537(7619):S63
pubmed: 27602743
Nat Chem Biol. 2017 Jun;13(6):681-690
pubmed: 28437395
J Clin Oncol. 2020 Jul 20;38(21):2407-2417
pubmed: 32463741
N Engl J Med. 2009 Sep 10;361(11):1058-66
pubmed: 19657110
Cancer Discov. 2017 Jun;7(6):586-595
pubmed: 28365644
Genome Med. 2016 Oct 25;8(1):109
pubmed: 27782854
Curr Opin Chem Biol. 2020 Jun;56:72-78
pubmed: 32086157
Cancer Discov. 2017 May;7(5):478-493
pubmed: 28193778
Blood. 2017 Jan 26;129(4):424-447
pubmed: 27895058
Clin Cancer Res. 2020 Apr 15;26(8):1812-1819
pubmed: 31924734
ACS Med Chem Lett. 2018 Jan 19;9(4):300-305
pubmed: 29670690

Auteurs

Christoph Kornauth (C)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.
Comprehensive Cancer Center Vienna, Medical University of Vienna and Vienna General Hospital, Vienna, Austria.

Tea Pemovska (T)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.
CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.

Gregory I Vladimer (GI)

CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Exscientia GmbH, Vienna, Austria.

Günther Bayer (G)

Department of Pathology, Medical University of Vienna, Vienna, Austria.

Michael Bergmann (M)

Department of Surgery, Medical University of Vienna, Vienna, Austria.

Sandra Eder (S)

Department of Internal Medicine and Hematology/Oncology, Klinikum Klagenfurt, Klagenfurt, Austria.

Ruth Eichner (R)

CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.

Martin Erl (M)

Abteilung für Innere Medizin, Krankenhaus der Barmherzigen Brüder Salzburg, Salzburg, Austria.

Harald Esterbauer (H)

Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria.

Ruth Exner (R)

Department of Surgery, Medical University of Vienna, Vienna, Austria.

Verena Felsleitner-Hauer (V)

Department of Medicine and Oncology, LKH Wiener Neustadt, Wiener Neustadt, Austria.

Maurizio Forte (M)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.

Alexander Gaiger (A)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.
Comprehensive Cancer Center Vienna, Medical University of Vienna and Vienna General Hospital, Vienna, Austria.

Klaus Geissler (K)

Medical School, Sigmund Freud University, Vienna, Austria.

Hildegard T Greinix (HT)

Department of Internal Medicine, Division of Hematology, Medical University of Graz, Graz, Austria.

Wolfgang Gstöttner (W)

Department of Otorhinolaryngology, Head and Neck Surgery, Medical University of Vienna, Vienna, Austria.

Marcus Hacker (M)

Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria.

Bernd Lorenz Hartmann (BL)

Landeskrankenhaus Feldkirch, Abteilung für Innere Medizin, Feldkirch, Austria.

Alexander W Hauswirth (AW)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.

Tim Heinemann (T)

Department of Biology, Institute of Molecular Systems Biology, ETH Zürich, Zürich, Switzerland.

Daniel Heintel (D)

Division of Medicine I, Klinik Ottakring, Vienna, Austria.

Mir Alireza Hoda (MA)

Department of Thoracic Surgery, Medical University of Vienna, Vienna, Austria.

Georg Hopfinger (G)

Third Medical Department, Centre for Oncology and Haematology, Klinik Favoriten, Vienna, Austria.

Ulrich Jaeger (U)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.
Comprehensive Cancer Center Vienna, Medical University of Vienna and Vienna General Hospital, Vienna, Austria.

Lukas Kazianka (L)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.

Lukas Kenner (L)

Department of Pathology, Medical University of Vienna, Vienna, Austria.

Barbara Kiesewetter (B)

Department of Medicine I, Division of Oncology, Medical University of Vienna, Vienna, Austria.

Nikolaus Krall (N)

CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Exscientia GmbH, Vienna, Austria.

Gerhard Krajnik (G)

Department of Medicine I, Universitätsklinikum St. Pölten, St. Pölten, Austria.

Stefan Kubicek (S)

CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.

Trang Le (T)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.

Simone Lubowitzki (S)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.

Marius E Mayerhoefer (ME)

Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria.
Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York.

Elisabeth Menschel (E)

Third Medical Department, Hematology & Oncology, Hanusch Hospital, Vienna, Austria.

Olaf Merkel (O)

Department of Pathology, Medical University of Vienna, Vienna, Austria.

Katsuhiro Miura (K)

Division of Hematology and Rheumatology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan.

Leonhard Müllauer (L)

Department of Pathology, Medical University of Vienna, Vienna, Austria.

Peter Neumeister (P)

Department of Internal Medicine, Division of Hematology, Medical University of Graz, Graz, Austria.

Thomas Noesslinger (T)

Third Medical Department, Hematology & Oncology, Hanusch Hospital, Vienna, Austria.

Katharina Ocko (K)

Pharmacy Department, Vienna General Hospital, Vienna, Austria.

Leopold Öhler (L)

Internal Medicine I, Department of Oncology, St. Josef Hospital, Vienna, Austria.

Michael Panny (M)

Third Medical Department, Hematology & Oncology, Hanusch Hospital, Vienna, Austria.

Alexander Pichler (A)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.

Edit Porpaczy (E)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.

Gerald W Prager (GW)

Comprehensive Cancer Center Vienna, Medical University of Vienna and Vienna General Hospital, Vienna, Austria.
Department of Medicine I, Division of Oncology, Medical University of Vienna, Vienna, Austria.

Markus Raderer (M)

Comprehensive Cancer Center Vienna, Medical University of Vienna and Vienna General Hospital, Vienna, Austria.
Department of Medicine I, Division of Oncology, Medical University of Vienna, Vienna, Austria.

Robin Ristl (R)

Section for Medical Statistics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Vienna, Austria.

Reinhard Ruckser (R)

Second Medical Department, Klinik Donaustadt, Vienna, Austria.

Julius Salamon (J)

Department of Medicine, Landesklinikum Waidhofen a.d. Ybbs, Waidhofen-Ybbs, Austria.

Ana-Iris Schiefer (AI)

Department of Pathology, Medical University of Vienna, Vienna, Austria.

Ann-Sofie Schmolke (AS)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.

Ilse Schwarzinger (I)

Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria.

Edgar Selzer (E)

Department of Radiation Oncology, Medical University of Vienna, Vienna, Austria.

Christian Sillaber (C)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.

Cathrin Skrabs (C)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.

Wolfgang R Sperr (WR)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.
Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria.

Ismet Srndic (I)

CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.

Renate Thalhammer (R)

Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria.

Peter Valent (P)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.
Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, Austria.

Emiel van der Kouwe (E)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.

Katrina Vanura (K)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria.

Stefan Vogt (S)

Department of Medicine and Oncology, LKH Wiener Neustadt, Wiener Neustadt, Austria.

Cora Waldstein (C)

Department of Radiation Oncology, Medical University of Vienna, Vienna, Austria.

Dominik Wolf (D)

Department of Internal Medicine V, Department of Hematology and Oncology, Medical University of Innsbruck, Innsbruck, Austria.

Christoph C Zielinski (CC)

Vienna Cancer Center, Medical University of Vienna, Vienna, Austria.

Niklas Zojer (N)

Division of Medicine I, Klinik Ottakring, Vienna, Austria.

Ingrid Simonitsch-Klupp (I)

Department of Pathology, Medical University of Vienna, Vienna, Austria.

Giulio Superti-Furga (G)

CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Center for Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria.

Berend Snijder (B)

Department of Biology, Institute of Molecular Systems Biology, ETH Zürich, Zürich, Switzerland.

Philipp B Staber (PB)

Department of Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, Vienna, Austria. philipp.staber@meduniwien.ac.at.
Comprehensive Cancer Center Vienna, Medical University of Vienna and Vienna General Hospital, Vienna, Austria.

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