Evidence map›Paper›PMID 41301749›Full record

ReviewBiomedicines2025

Predicting and Treating Pulmonary Fibrosis with Proteomic Biomarker Investigations.

Giulia Raineri, Anna Valeria Samarelli, Roberto Tonelli, Valentina Masciale, Beatrice Aramini, Tiziana Petrachi, Giulia Bruzzi, Filippo Gozzi, Ester Trasforini, Angela Esposito and 5 more

Abstract readReview
In one paragraph

Review in Biomedicines, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

15 authors.

Giulia RaineriExperimental Pneumology Laboratory, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy.
Anna Valeria SamarelliExperimental Pneumology Laboratory, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy.
Roberto TonelliExperimental Pneumology Laboratory, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy.ORCID 0000-0002-6202-0758
Valentina MascialeLaboratory of Cellular Therapy, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia (UNIMORE), 41125 Modena, Italy.ORCID 0000-0003-1708-8785
Beatrice AraminiDivision of Thoracic Surgery, Department of Medical and Surgical Sciences, DIMEC of the Alma Mater Studiorum, University of Bologna, G.B. Morgagni-L. Pierantoni Hospital, 47121 Forlì, Italy.ORCID 0000-0002-5326-710X
Tiziana PetrachiTecnopolo Mario Veronesi, Via 29 Maggio 6, 41037 Mirandola, Italy.ORCID 0000-0001-9399-9957
Giulia BruzziExperimental Pneumology Laboratory, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy.
Filippo GozziExperimental Pneumology Laboratory, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy.
Ester TrasforiniExperimental Pneumology Laboratory, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy.
Angela EspositoExperimental Pneumology Laboratory, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy.
Filippo AzzaliPathology Unit, University Hospital of Modena, 41125 Modena, Italy.
Massimo DominiciLaboratory of Cellular Therapy, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia (UNIMORE), 41125 Modena, Italy.ORCID 0000-0002-4007-1503
Albino EccherExperimental Pneumology Laboratory, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy.ORCID 0000-0002-9992-5550
Stefania CerriExperimental Pneumology Laboratory, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy.ORCID 0000-0003-4612-1580
Enrico CliniExperimental Pneumology Laboratory, Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy.ORCID 0000-0002-1515-5094

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Idiopathic pulmonary fibrosis (IPF) is a chronic, rare, and fatal disease that is the consequence of aberrant remodeling and defective repair mechanisms within the lung, culminating in the loss of alveolar integrity. Although significant progress has been made in understanding the pathogenesis, it would be crucial to identify biomarkers for diagnosis, prognosis, and prediction of therapy response to improve the management of this challenging and debilitating disease. Omics technologies have profoundly advanced the understanding of disease mechanisms, presenting considerable potential for the identification of clinically relevant biomarkers. To date, specific molecular pathways have been implicated in the onset and progression of idiopathic pulmonary fibrosis, including abnormal wounding, fibroblast proliferation, inflammation, deposition of the extracellular matrix, oxidative stress, endoplasmic reticulum stress, and the coagulation system. This review highlights the role of proteomics in identifying key biomarkers for IPF, focusing on their clinical relevance, including diagnosis, prognosis, disease progression, and the identification of new therapeutic options, in light of the most recent technological advancements in mass spectrometry.

Indexed as

biomarkersIPFmachine learningmass spectrometryproteomic analysis

Identifiers

PMID41301749
PMCPMC12650201

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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.