Phenotypic drug screening in a human fibrosis model identified a novel class of antifibrotic therapeutics.


Journal

Science advances
ISSN: 2375-2548
Titre abrégé: Sci Adv
Pays: United States
ID NLM: 101653440

Informations de publication

Date de publication:
24 Dec 2021
Historique:
entrez: 22 12 2021
pubmed: 23 12 2021
medline: 23 12 2021
Statut: ppublish

Résumé

Fibrogenic processes instigate fatal chronic diseases leading to organ failure and death. Underlying biological processes involve induced massive deposition of extracellular matrix (ECM) by aberrant fibroblasts. We subjected diseased primary human lung fibroblasts to an advanced three-dimensional phenotypic high-content assay and screened a repurposing drug library of small molecules for inhibiting ECM deposition. Fibrotic Pattern Detection by Artificial Intelligence identified tranilast as an effective inhibitor. Structure-activity relationship studies confirmed

Identifiants

pubmed: 34936468
doi: 10.1126/sciadv.abb3673
pmc: PMC8694600
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

eabb3673

Subventions

Organisme : NHLBI NIH HHS
ID : R01 HL146519
Pays : United States

Références

Am J Physiol Lung Cell Mol Physiol. 2010 Oct;299(4):L442-52
pubmed: 20562227
Curr Opin Syst Biol. 2018 Aug;10:43-52
pubmed: 30159406
Nature. 2017 Feb 2;542(7639):115-118
pubmed: 28117445
Dis Model Mech. 2011 Mar;4(2):165-78
pubmed: 21324931
Chest. 2004 Feb;125(2):754-65
pubmed: 14769761
J Clin Invest. 1997 Dec 1;100(11):2697-713
pubmed: 9389733
Sci Transl Med. 2019 Sep 25;11(511):
pubmed: 31554736
J Thorac Dis. 2015 Mar;7(3):499-519
pubmed: 25922733
Mol Cell Proteomics. 2012 Apr;11(4):M111.014647
pubmed: 22159717
Am J Physiol Lung Cell Mol Physiol. 2017 Jun 1;312(6):L896-L902
pubmed: 28314802
Nature. 1992 Nov 26;360(6402):361-4
pubmed: 1280332
Mol Syst Biol. 2015 Jul 14;11(7):819
pubmed: 26174933
Sci Rep. 2016 Mar 15;6:21471
pubmed: 26975219
N Engl J Med. 2014 May 29;370(22):2083-92
pubmed: 24836312
Eur Respir J. 2011 Feb;37(2):356-63
pubmed: 20595144
J Invest Dermatol. 2002 Feb;118(2):211-5
pubmed: 11841535
Bioorg Med Chem Lett. 2009 Dec 15;19(24):7003-6
pubmed: 19879136
J Clin Invest. 2003 Nov;112(10):1486-94
pubmed: 14617750
Matrix Biol. 2012 Sep-Oct;31(7-8):371-2
pubmed: 23199376
J Biol Chem. 2000 Nov 24;275(47):36818-22
pubmed: 11016919
Proteomics. 2012 Jun;12(12):1902-11
pubmed: 22623344
J Cell Biochem. 2018 Jan;119(1):17-27
pubmed: 28520219
Eur Respir J. 2016 Aug;48(2):538-52
pubmed: 27390284
Am J Physiol Lung Cell Mol Physiol. 2018 Nov 1;315(5):L682-L696
pubmed: 29952218
Am J Med Sci. 2011 Jun;341(6):444-9
pubmed: 21613932
Biochem Pharmacol. 1987 Feb 15;36(4):469-74
pubmed: 2435288
Am J Respir Crit Care Med. 2012 Nov 1;186(9):866-76
pubmed: 22936357
N Engl J Med. 2014 May 29;370(22):2071-82
pubmed: 24836310
Sci Transl Med. 2013 Jan 9;5(167):167sr1
pubmed: 23303606
Mol Cell Proteomics. 2016 Feb;15(2):462-80
pubmed: 26324419
Front Pharmacol. 2017 Jul 14;8:461
pubmed: 28769795
Assay Drug Dev Technol. 2017 Aug/Sep;15(6):239-246
pubmed: 28800248
ACS Chem Biol. 2016 Jan 15;11(1):193-9
pubmed: 26535807
Am J Respir Crit Care Med. 2012 Jul 1;186(1):88-95
pubmed: 22561965
Nucleic Acids Res. 2019 Jan 8;47(D1):D607-D613
pubmed: 30476243
Am J Physiol Lung Cell Mol Physiol. 2018 Jan 1;314(1):L127-L136
pubmed: 28860143
Am J Physiol Lung Cell Mol Physiol. 2018 May 1;314(5):L695-L707
pubmed: 29351434
J Clin Invest. 1997 Aug 15;100(4):768-76
pubmed: 9259574
Lancet. 2017 May 13;389(10082):1941-1952
pubmed: 28365056
Sci Adv. 2020 Jul 08;6(28):eaba1983
pubmed: 32832599
FASEB J. 1999 Dec;13(15):2105-24
pubmed: 10593858
Eur Respir J. 2017 Jul 5;50(1):
pubmed: 28679607
Am J Respir Crit Care Med. 2011 Jul 1;184(1):92-9
pubmed: 21474646
Int J Biochem Cell Biol. 2016 May;74:44-59
pubmed: 26905437
J Proteome Res. 2009 Jun;8(6):3176-81
pubmed: 19338334
Matrix Biol. 2018 Aug;68-69:81-93
pubmed: 29408013
Am J Respir Crit Care Med. 2015 Aug 15;192(4):455-67
pubmed: 26039104
Sci Rep. 2018 Mar 5;8(1):3983
pubmed: 29507348
Nat Methods. 2009 May;6(5):359-62
pubmed: 19377485
J Invest Dermatol. 1987 Oct;89(4):405-9
pubmed: 2822818
Respirology. 2016 Apr;21(3):427-37
pubmed: 26595062
Am J Respir Crit Care Med. 2018 Jan 1;197(1):94-103
pubmed: 28787186
PLoS One. 2013 May 09;8(5):e63121
pubmed: 23671660
J Vis Exp. 2019 Feb 12;(144):
pubmed: 30829341
Sci Transl Med. 2015 Jun 24;7(293):293ps15
pubmed: 26109101
Pharmacol Res. 2015 Jan;91:15-28
pubmed: 25447595
Pharmacol Ther. 2015 Aug;152:18-27
pubmed: 25946646
Genomics. 2010 Sep;96(3):134-45
pubmed: 20451601
Am J Physiol Lung Cell Mol Physiol. 2018 May 1;314(5):L708-L723
pubmed: 29345200
Drug Discov Today. 2018 Jun;23(6):1241-1250
pubmed: 29366762
N Engl J Med. 2019 Oct 31;381(18):1718-1727
pubmed: 31566307
Mol Cell Proteomics. 2010 Oct;9(10):2292-305
pubmed: 20601722
Lancet Respir Med. 2017 Jan;5(1):22-32
pubmed: 27939076
Lancet. 2012 Aug 18;380(9842):680-8
pubmed: 22901889
Anticancer Res. 2012 Jul;32(7):2471-8
pubmed: 22753703
N Engl J Med. 2015 Jul 2;373(1):96
pubmed: 26132959
Nat Med. 2012 Jul 06;18(7):1028-40
pubmed: 22772564
Mol Cell Proteomics. 2014 Jul;13(7):1741-52
pubmed: 24741116
N Engl J Med. 2014 Aug 21;371(8):783
pubmed: 25140967

Auteurs

Michael Gerckens (M)

Institute of Lung Biology and Disease (ILBD) and Comprehensive Pneumology Center (CPC), Helmholtz Zentrum München, Member of the German Center for Lung Research (DZL), Munich, Germany.

Kenji Schorpp (K)

Assay Development and Screening Platform, Institute of Molecular Toxicology and Pharmacology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany.

Francesco Pelizza (F)

Chemical and Process Engineering, Strathclyde University, Glasgow, Scotland, UK.

Melanie Wögrath (M)

Institute of Lung Biology and Disease (ILBD) and Comprehensive Pneumology Center (CPC), Helmholtz Zentrum München, Member of the German Center for Lung Research (DZL), Munich, Germany.
CPC-M bioArchive, Helmholtz Zentrum München, Comprehensive Pneumology Center Munich DZL/CPC-M, Munich, Germany.

Kora Reichau (K)

Institute of Medicinal Chemistry, Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany.
Leibniz Universität Hannover, Institute of Organic Chemistry and Center for Biomolecular Drug Research (BMWZ), Hannover, Germany.

Huilong Ma (H)

Institute of Medicinal Chemistry, Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany.
Leibniz Universität Hannover, Institute of Organic Chemistry and Center for Biomolecular Drug Research (BMWZ), Hannover, Germany.

Armando-Marco Dworsky (AM)

Institute of Lung Biology and Disease (ILBD) and Comprehensive Pneumology Center (CPC), Helmholtz Zentrum München, Member of the German Center for Lung Research (DZL), Munich, Germany.
CPC-M bioArchive, Helmholtz Zentrum München, Comprehensive Pneumology Center Munich DZL/CPC-M, Munich, Germany.

Arunima Sengupta (A)

Institute of Lung Biology and Disease (ILBD) and Comprehensive Pneumology Center (CPC), Helmholtz Zentrum München, Member of the German Center for Lung Research (DZL), Munich, Germany.

Mircea Gabriel Stoleriu (MG)

Institute of Lung Biology and Disease (ILBD) and Comprehensive Pneumology Center (CPC), Helmholtz Zentrum München, Member of the German Center for Lung Research (DZL), Munich, Germany.
CPC-M bioArchive, Helmholtz Zentrum München, Comprehensive Pneumology Center Munich DZL/CPC-M, Munich, Germany.
Asklepios Fachkliniken Munich-Gauting, Munich, Germany.

Katharina Heinzelmann (K)

Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
Comprehensive Pneumology Center (CPC), Research Unit Lung Repair and Regeneration, Helmholtz Zentrum München, Member of the German Center for Lung Research (DZL), Munich, Germany.

Juliane Merl-Pham (J)

Research Unit Protein Science, Helmholtz Zentrum München, German Research Center for Environmental Health GmbH, Neuherberg, Germany.

Martin Irmler (M)

Institute of Experimental Genetics, Helmholtz Zentrum München, 85764 Neuherberg, Germany.

Hani N Alsafadi (HN)

CPC-M bioArchive, Helmholtz Zentrum München, Comprehensive Pneumology Center Munich DZL/CPC-M, Munich, Germany.
Comprehensive Pneumology Center (CPC), Research Unit Lung Repair and Regeneration, Helmholtz Zentrum München, Member of the German Center for Lung Research (DZL), Munich, Germany.
Wallenberg Center for Molecular Medicine (WCMM), Department of Experimental Medical Sciences, Lund University, Lund, Sweden.

Eduard Trenkenschuh (E)

Department of Pharmacy-Center for Drug Research, Pharmaceutical Technology and Biopharmaceutics, Ludwig-Maximillians University of Munich, Munich, Germany.

Lenka Sarnova (L)

Laboratory of Integrative Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czech Republic.

Marketa Jirouskova (M)

Laboratory of Integrative Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czech Republic.

Wolfgang Frieß (W)

Department of Pharmacy-Center for Drug Research, Pharmaceutical Technology and Biopharmaceutics, Ludwig-Maximillians University of Munich, Munich, Germany.

Stefanie M Hauck (SM)

Research Unit Protein Science, Helmholtz Zentrum München, German Research Center for Environmental Health GmbH, Neuherberg, Germany.

Johannes Beckers (J)

Institute of Experimental Genetics, Helmholtz Zentrum München, 85764 Neuherberg, Germany.
German Center for Diabetes Research (DZD e.V.), 85764 Neuherberg, Germany.
Chair of Experimental Genetics, Technische Universität München, 85354 Freising, Germany.

Nikolaus Kneidinger (N)

CPC-M bioArchive, Helmholtz Zentrum München, Comprehensive Pneumology Center Munich DZL/CPC-M, Munich, Germany.
Department of Internal Medicine V, Ludwig-Maximillians University of Munich, Member of the German Center for Lung Research (DZL), Munich, Germany.

Jürgen Behr (J)

CPC-M bioArchive, Helmholtz Zentrum München, Comprehensive Pneumology Center Munich DZL/CPC-M, Munich, Germany.
Asklepios Fachkliniken Munich-Gauting, Munich, Germany.
Department of Internal Medicine V, Ludwig-Maximillians University of Munich, Member of the German Center for Lung Research (DZL), Munich, Germany.

Anne Hilgendorff (A)

Institute of Lung Biology and Disease (ILBD) and Comprehensive Pneumology Center (CPC), Helmholtz Zentrum München, Member of the German Center for Lung Research (DZL), Munich, Germany.
CPC-M bioArchive, Helmholtz Zentrum München, Comprehensive Pneumology Center Munich DZL/CPC-M, Munich, Germany.

Kamyar Hadian (K)

Assay Development and Screening Platform, Institute of Molecular Toxicology and Pharmacology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany.

Michael Lindner (M)

CPC-M bioArchive, Helmholtz Zentrum München, Comprehensive Pneumology Center Munich DZL/CPC-M, Munich, Germany.
Asklepios Fachkliniken Munich-Gauting, Munich, Germany.
Paracelsus Medical Private University, Salzburg, Austria.

Melanie Königshoff (M)

Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
Comprehensive Pneumology Center (CPC), Research Unit Lung Repair and Regeneration, Helmholtz Zentrum München, Member of the German Center for Lung Research (DZL), Munich, Germany.

Oliver Eickelberg (O)

Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.

Martin Gregor (M)

Laboratory of Integrative Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czech Republic.

Oliver Plettenburg (O)

Institute of Medicinal Chemistry, Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany.
Leibniz Universität Hannover, Institute of Organic Chemistry and Center for Biomolecular Drug Research (BMWZ), Hannover, Germany.
Institute for Lung Health (ILH), Justus Liebig University, Giessen, Germany.

Ali Önder Yildirim (AÖ)

Institute of Lung Biology and Disease (ILBD) and Comprehensive Pneumology Center (CPC), Helmholtz Zentrum München, Member of the German Center for Lung Research (DZL), Munich, Germany.

Gerald Burgstaller (G)

Institute of Lung Biology and Disease (ILBD) and Comprehensive Pneumology Center (CPC), Helmholtz Zentrum München, Member of the German Center for Lung Research (DZL), Munich, Germany.
CPC-M bioArchive, Helmholtz Zentrum München, Comprehensive Pneumology Center Munich DZL/CPC-M, Munich, Germany.

Classifications MeSH