Evidence map›Paper›PMID 34413211›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2021

Morphological cell profiling of SARS-CoV-2 infection identifies drug repurposing candidates for COVID-19.

Carmen Mirabelli, Jesse W Wotring, Charles J Zhang, Sean M McCarty, Reid Fursmidt, Carla D Pretto, Yuanyuan Qiao, Yuping Zhang, Tristan Frum, Namrata S Kadambi and 13 more

Open access · hybridAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 144 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
144citing papers in PubMed, 1 pooled it
41.7field-weighted citation impact, top 1% of its field
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

144 citing papers in PubMed, 1 synthesis or guideline pooled it, 197 citations in OpenAlex.

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  14. Anticancer potential of lactoferrin: effects, drug synergy and molecular interactions.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2025
    Review
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84 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

23 authors at 3 institutions in 1 country.

Carmen MirabelliDepartment of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI 48109.
Jesse W WotringDepartment of Medicinal Chemistry, College of Pharmacy, University of Michigan, Ann Arbor, MI 48109.
Charles J ZhangDepartment of Medicinal Chemistry, College of Pharmacy, University of Michigan, Ann Arbor, MI 48109.
Sean M McCartyDepartment of Medicinal Chemistry, College of Pharmacy, University of Michigan, Ann Arbor, MI 48109.
Reid FursmidtDepartment of Internal Medicine, Division of Gastroenterology and Hepatology, Michigan Medicine at the University of Michigan, Ann Arbor, MI 48109.
Carla D PrettoDepartment of Internal Medicine, Division of Gastroenterology and Hepatology, Michigan Medicine at the University of Michigan, Ann Arbor, MI 48109.
Yuanyuan QiaoMichigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI 48109.ORCID 0000-0002-1178-3480
Yuping ZhangMichigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI 48109.
Tristan FrumDepartment of Cell and Developmental Biology, University of Michigan, Ann Arbor, MI 48109.
Namrata S KadambiDepartment of Internal Medicine, Division of Gastroenterology and Hepatology, Michigan Medicine at the University of Michigan, Ann Arbor, MI 48109.
Anya T AminDepartment of Internal Medicine, Division of Gastroenterology and Hepatology, Michigan Medicine at the University of Michigan, Ann Arbor, MI 48109.
Teresa R O'MearaDepartment of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI 48109.
Jason R SpenceDepartment of Internal Medicine, Division of Gastroenterology and Hepatology, Michigan Medicine at the University of Michigan, Ann Arbor, MI 48109.
Jessie HuangCenter for Regenerative Medicine, Boston University and Boston Medical Center, Boston, MA 02118.ORCID 0000-0002-5297-3563
Konstantinos D AlysandratosCenter for Regenerative Medicine, Boston University and Boston Medical Center, Boston, MA 02118.
Darrell N KottonCenter for Regenerative Medicine, Boston University and Boston Medical Center, Boston, MA 02118.
Samuel K HandelmanDepartment of Internal Medicine, Division of Gastroenterology and Hepatology, Michigan Medicine at the University of Michigan, Ann Arbor, MI 48109.
Christiane E WobusDepartment of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI 48109.ORCID 0000-0001-5286-0924
Kevin J WeatherwaxCenter for Drug Repurposing, University of Michigan, Ann Arbor, MI 48109.
George A MashourCenter for Drug Repurposing, University of Michigan, Ann Arbor, MI 48109.
Matthew J O'MearaDepartment of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109.
Arul M ChinnaiyanMichigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI 48109; arul@umich.edu jzsexton@med.umich.edu.
Jonathan Z SextonDepartment of Medicinal Chemistry, College of Pharmacy, University of Michigan, Ann Arbor, MI 48109; arul@umich.edu jzsexton@med.umich.edu.
University of Michigan · USBoston University · USMichigan Medicine · US

Funding

XenograftP30CA046592 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Alexey I Nesvizhskii · 1988 to 2026
$178.2M
Michigan Institute for Clinical and Health Research (MICHR)UL1TR002240 · NCATS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LUMENG, JULIE C, MASHOUR, GEORGE ALEXANDER · 2017 to 2022
$54.9M
INTERDEPARTMENTAL TRAINING IN PHARMACOLOGICAL SCIENCEST32GM007767 · NIGMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ISOM, LORI L. · 1985 to 2019
$10.2M
Exploring Precision Oncology: From Gene Fusions to lncRNAsR35CA231996 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CHINNAIYAN, ARUL M · 2018 to 2024
$6.4M
Stem Cell Differentiation CoreU19AI116482 · NIAID · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI SPENCE, JASON, TAKAYAMA, SHUICHI · 2015 to 2019
$6.4M
Supplement to a Hox-Wnt-Sox signaling axis regulates lung development, patterning and branchingR01HL119215 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI SPENCE, JASON · 2013 to 2021
$4.2M
Small molecules for expansion of islet beta-cell mass in diabetesR01DK120623 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI NEWGARD, CHRISTOPHER B, SEXTON, JONATHAN ZACHARY · 2019 to 2021
$2.0M
NCATS NIH HHS UL1 TR002240NCI NIH HHS P30 CA046592NCI NIH HHS R35 CA231996NHLBI NIH HHS R01 HL119215NIAID NIH HHS U19 AI116482NIDDK NIH HHS R01 DK120623NIGMS NIH HHS T32 GM007767
6 · The paper itself

Abstract

The global spread of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), and the associated disease COVID-19, requires therapeutic interventions that can be rapidly identified and translated to clinical care. Traditional drug discovery methods have a >90% failure rate and can take 10 to 15 y from target identification to clinical use. In contrast, drug repurposing can significantly accelerate translation. We developed a quantitative high-throughput screen to identify efficacious agents against SARS-CoV-2. From a library of 1,425 US Food and Drug Administration (FDA)-approved compounds and clinical candidates, we identified 17 hits that inhibited SARS-CoV-2 infection and analyzed their antiviral activity across multiple cell lines, including lymph node carcinoma of the prostate (LNCaP) cells and a physiologically relevant model of alveolar epithelial type 2 cells (iAEC2s). Additionally, we found that inhibitors of the Ras/Raf/MEK/ERK signaling pathway exacerbate SARS-CoV-2 infection in vitro. Notably, we discovered that lactoferrin, a glycoprotein found in secretory fluids including mammalian milk, inhibits SARS-CoV-2 infection in the nanomolar range in all cell models with multiple modes of action, including blockage of virus attachment to cellular heparan sulfate and enhancement of interferon responses. Given its safety profile, lactoferrin is a readily translatable therapeutic option for the management of COVID-19.

Indexed as

AnimalsAntiviral AgentsCaco-2 CellsCell Line, TumorChlorocebus aethiopsCOVID-19COVID-19 Drug TreatmentDose-Response Relationship, DrugDrug DiscoveryDrug RepositioningEpithelial CellsHeparan SulfateHepatocytesHigh-Throughput Screening AssaysHumansImmunologic FactorsAntiviral AgentsHeparan SulfateImmunologic FactorsLactoferrinCOVID-19drug repurposing screeninglactoferrinSARS-CoV-2

Identifiers

PMID34413211
PMCPMC8433531
OpenAlexW3195203505

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.