Evidence map›Paper›PMID 34936468›Full record

ArticleScience advances2021

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

Michael Gerckens, Kenji Schorpp, Francesco Pelizza, Melanie Wögrath, Kora Reichau, Huilong Ma, Armando-Marco Dworsky, Arunima Sengupta, Mircea Gabriel Stoleriu, Katharina Heinzelmann and 20 more

Abstract read
In one paragraph

Article in Science advances, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

19 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Article
  5. Article
  6. Mechanobiology and Resolution of Lung Fibrosis.Annual review of physiology · 2026
    Review
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. State of the ART: Drug Screening Reveals Artesunate as a Promising Anti-Fibrosis Therapy.Journal of respiratory biology and translational medicine · 2025
    Article
  14. Article
  15. Article
  16. Logic-based mechanistic machine learning on high-content images reveals how drugs differentially regulate cardiac fibroblasts.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  17. Article
  18. Multiple Fibroblast Subtypes Contribute to Matrix Deposition in Pulmonary Fibrosis.American journal of respiratory cell and molecular biology · 2023
    Article
  19. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

30 authors.

Michael GerckensInstitute 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.ORCID 0000-0002-2251-4382
Kenji SchorppAssay Development and Screening Platform, Institute of Molecular Toxicology and Pharmacology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany.ORCID 0000-0001-9428-9877
Francesco PelizzaChemical and Process Engineering, Strathclyde University, Glasgow, Scotland, UK.ORCID 0000-0003-4101-6343
Melanie WögrathInstitute 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.
Kora ReichauInstitute of Medicinal Chemistry, Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany.ORCID 0000-0003-3919-7667
Huilong MaInstitute of Medicinal Chemistry, Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany.
Armando-Marco DworskyInstitute 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.
Arunima SenguptaInstitute 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.ORCID 0000-0002-1617-3358
Mircea Gabriel StoleriuInstitute 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.ORCID 0000-0002-1288-809X
Katharina HeinzelmannDivision of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
Juliane Merl-PhamResearch Unit Protein Science, Helmholtz Zentrum München, German Research Center for Environmental Health GmbH, Neuherberg, Germany.ORCID 0000-0002-3422-4083
Martin IrmlerInstitute of Experimental Genetics, Helmholtz Zentrum München, 85764 Neuherberg, Germany.
Hani N AlsafadiCPC-M bioArchive, Helmholtz Zentrum München, Comprehensive Pneumology Center Munich DZL/CPC-M, Munich, Germany.ORCID 0000-0002-1186-2517
Eduard TrenkenschuhDepartment of Pharmacy-Center for Drug Research, Pharmaceutical Technology and Biopharmaceutics, Ludwig-Maximillians University of Munich, Munich, Germany.
Lenka SarnovaLaboratory of Integrative Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czech Republic.
Marketa JirouskovaLaboratory of Integrative Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czech Republic.
Wolfgang FrießDepartment of Pharmacy-Center for Drug Research, Pharmaceutical Technology and Biopharmaceutics, Ludwig-Maximillians University of Munich, Munich, Germany.ORCID 0000-0002-8807-309X
Stefanie M HauckResearch Unit Protein Science, Helmholtz Zentrum München, German Research Center for Environmental Health GmbH, Neuherberg, Germany.ORCID 0000-0002-1630-6827
Johannes BeckersInstitute of Experimental Genetics, Helmholtz Zentrum München, 85764 Neuherberg, Germany.ORCID 0000-0001-7874-3822
Nikolaus KneidingerCPC-M bioArchive, Helmholtz Zentrum München, Comprehensive Pneumology Center Munich DZL/CPC-M, Munich, Germany.ORCID 0000-0001-7583-0453
Jürgen BehrCPC-M bioArchive, Helmholtz Zentrum München, Comprehensive Pneumology Center Munich DZL/CPC-M, Munich, Germany.ORCID 0000-0002-9151-4829
Anne HilgendorffInstitute 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.
Kamyar HadianAssay Development and Screening Platform, Institute of Molecular Toxicology and Pharmacology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany.ORCID 0000-0001-8727-2575
Michael LindnerCPC-M bioArchive, Helmholtz Zentrum München, Comprehensive Pneumology Center Munich DZL/CPC-M, Munich, Germany.ORCID 0000-0002-2106-0286
Melanie KönigshoffDivision of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.ORCID 0000-0001-9414-5128
Oliver EickelbergDivision of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.ORCID 0000-0001-7170-0360
Martin GregorLaboratory of Integrative Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czech Republic.ORCID 0000-0001-6841-9527
Oliver PlettenburgInstitute of Medicinal Chemistry, Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany.ORCID 0000-0001-9671-278X
Ali Önder YildirimInstitute 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.ORCID 0000-0003-1969-480X
Gerald BurgstallerInstitute 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.ORCID 0000-0002-7121-2567

Funding

Extracellular matrix composition and crosslinking patterns determine resident cell function in lung fibrosisR01HL146519 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI EICKELBERG, OLIVER · 2020 to 2023
$2.5M
NHLBI NIH HHS R01 HL146519
6 · The paper itself

Abstract

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

Identifiers

PMID34936468
PMCPMC8694600

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.