Evidence map›Paper›PMID 41152229›Full record

ArticleNature communications2025

scRNA-seq reveals persistent aberrant differentiation of nasal epithelium driven by TNFα and TGFβ in post-COVID syndrome.

K D Reddy, Y Maluje, F Ott, R Saurabh, A Schaaf, A Bohnhorst, S B Biedermann, J Pierstorf, S Winkelmann, B Voß and 19 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
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

29 authors.

K D Reddy *German Center for Lung Research (DZL), Airway Research Center North (ARCN), Borstel, Germany.
Y Maluje *Division of Medical Systems Biology, Institute of Experimental Dermatology, University of Luebeck, Luebeck, Germany.ORCID http://orcid.org/0009-0009-1328-5117
F OttDivision of Medical Systems Biology, Institute of Experimental Dermatology, University of Luebeck, Luebeck, Germany.
R SaurabhDivision of Medical Systems Biology, Institute of Experimental Dermatology, University of Luebeck, Luebeck, Germany.ORCID http://orcid.org/0000-0002-3916-266X
A SchaafDepartment of Paediatric Pneumonology & Allergology, University Clinical Schleswig-Holstein (UKSH), Lübeck, Germany.
A BohnhorstGerman Center for Lung Research (DZL), Airway Research Center North (ARCN), Borstel, Germany.
S B BiedermannGerman Center for Lung Research (DZL), Airway Research Center North (ARCN), Borstel, Germany.
J PierstorfGerman Center for Lung Research (DZL), Airway Research Center North (ARCN), Borstel, Germany.
S WinkelmannDepartment of Otorhinolaryngology, Head and Neck Surgery, Christian-Albrechts-University Kiel and UKSH, Campus Kiel, Germany.
B VoßDepartment of Otorhinolaryngology, Head and Neck Surgery, Christian-Albrechts-University Kiel and UKSH, Campus Kiel, Germany.
M LaudienDepartment of Otorhinolaryngology, Head and Neck Surgery, Christian-Albrechts-University Kiel and UKSH, Campus Kiel, Germany.
T BahmerDepartment of Otorhinolaryngology, Head and Neck Surgery, Christian-Albrechts-University Kiel and UKSH, Campus Kiel, Germany.
J HeyckendorfAirway Research Center North (ARCN), German Center for Lung Research (DZL), Grosshansdorf, Germany.
F BrinkmannGerman Center for Lung Research (DZL), Airway Research Center North (ARCN), Borstel, Germany.
S SchreiberLeibniz Lung Clinic, Department of Internal Medicine I, University Hospital Schleswig-Holstein Campus Kiel, Kiel, Germany.
W LiebInstitute of Epidemiology, Kiel University, Kiel, Germany.
C A JakwerthCentre of Allergy and Environment (ZAUM), Technische Universität and Helmholtz Centre Munich, Munich, Germany.ORCID http://orcid.org/0000-0002-2902-0393
C B Schmidt-WeberCentre of Allergy and Environment (ZAUM), Technische Universität and Helmholtz Centre Munich, Munich, Germany.ORCID http://orcid.org/0000-0002-3203-8084
G HansenDepartment of Paediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany.
E von MutiusComprehensive Pneumology Centre Munich (CPC-M), Member of The German Centre for Lung Research (DZL), LMU Munich, Germany.
K F RabeDepartment of Pneumology, Lungen Clinic Grosshansdorf, Grosshansdorf, Germany.
A M DittrichDepartment of Paediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany.
N MaisonComprehensive Pneumology Centre Munich (CPC-M), Member of The German Centre for Lung Research (DZL), LMU Munich, Germany.
B SchaubComprehensive Pneumology Centre Munich (CPC-M), Member of The German Centre for Lung Research (DZL), LMU Munich, Germany.ORCID http://orcid.org/0000-0003-1652-8873
M V KoppDepartment of Paediatric Respiratory Medicine, Inselspital, University Children's Hospital of Bern, University of Bern, Bern, Switzerland.
H BuschDivision of Medical Systems Biology, Institute of Experimental Dermatology, University of Luebeck, Luebeck, Germany.
M WeckmannGerman Center for Lung Research (DZL), Airway Research Center North (ARCN), Borstel, Germany.ORCID http://orcid.org/0000-0001-5342-979X
A FähnrichDivision of Medical Systems Biology, Institute of Experimental Dermatology, University of Luebeck, Luebeck, Germany. anke.faehnrich@uksh.de.ORCID http://orcid.org/0000-0003-1904-9544
ALLIANCE Study Group as part of the German Centre for Lung Research (DZL)

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Post-COVID syndrome (PCS) affects approximately 3-17% of individuals following acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and poses a potential global health burden. While improved assessment strategies are emerging, mechanistic insights and treatment options remain limited. This study investigates molecular mechanisms underlying PCS using single-cell RNA (scRNA) transcriptomics combined with in vitro validation. scRNA analysis is performed on nasal biopsies from 25 patients with moderate or severe PCS to investigate differential cell types, signalling pathways, and cell-cell communication. Air-liquid interface cultures are used to validate findings, focusing on the TNFα-TGFβ axis. Severe PCS shows reduced numbers of ciliated cells, increased immune cell infiltration, and heightened inflammatory signaling that drives TGFβ and TNFα upregulation, in the absence of a detectable viral load. These changes trigger epithelial-mesenchymal transition, basal cell expansion and a mis-stratified nasal epithelium. In vitro experiments confirm TGFβ and TNFα as causal cytokines promoting ciliated cell loss and increased basal cell abundance. These findings indicate a sustained severe PCS is not driven by ongoing viral load but by immune cell activity and chronic cytokine production. Targeting the TNFα-TGFβ axis may mitigate immune-mediated nasal tissue damage and support epithelium restoration, offering a potential therapeutic strategy for PCS.

Indexed as

Cell DifferentiationNasal MucosaPost-Acute COVID-19 SyndromeTransforming Growth Factor betaTumor Necrosis Factor-alphaAdultBiopsyCell CommunicationCohort StudiesEpithelial-Mesenchymal TransitionFemaleHumansMaleMiddle AgedSARS-CoV-2Severity of Illness IndexTransforming Growth Factor betaTumor Necrosis Factor-alpha

Identifiers

PMID41152229
PMCPMC12569062

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Registered trials

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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.