ArticleExperimental eye research2019
Prolactin-Induced Protein is a novel biomarker for Keratoconus.
Article in Experimental eye research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers, 2 of them syntheses that pooled it.
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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.
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.
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Who cites it
43 citing papers in PubMed, 2 syntheses or guidelines pooled it, 56 citations in OpenAlex.
- Current uses of artificial intelligence in the analysis of biofluid markers involved in corneal and ocular surface diseases: a systematic review.Eye (London, England) · 2023Pooled it
- Systematically Displaying the Pathogenesis of KeratoconusFrontiers in medicine · 2021Pooled it
- Update on the Physiopathology of Keratoconus.Medical sciences (Basel, Switzerland) · 2026Review
- Review
- Oxidative Stress in Keratoconus Is Evident in Tear Fluid and Stromal Cells and Alleviated in Cell Culture by Sulforaphane.Investigative ophthalmology & visual science · 2026Article
- Hormonal Modulation of Keratoconus: A Systematic Review and Screening Strategy for At-Risk Populations.Ophthalmology science · 2026Review
- A comprehensive review of tear fluid proteome alterations in dry eye disease: Insights into pathophysiology and biomarker potential.The ocular surface · 2026Review
- Spotting a unicorn: spatial transcriptome analysis of the eyelid reveals gene regulatory networks enriched in Moll glands.Briefings in bioinformatics · 2026Article
- Sex Hormones and Keratoconus: In Search of the Link.Journal of clinical medicine · 2026Article
- Corneal Extracellular Vesicles: Small Packages with a Big Impact.Pharmaceutics · 2026Review
- Exploring biomarkers for keratoconus: current insights and future directions.Molecular biology reports · 2025Review
- Oxidative-stress related increase in keratoconus tear MDA and GPX3 while NRF2-antioxidant functions decrease in stromal cells.bioRxiv : the preprint server for biology · 2025Article
- Differences in pre-surgical baseline tear proteome are associated with persistent post-refractive surgery pain.The ocular surface · 2025Article
- Investigating prolactin-induced protein and its role in modulating the metabolic state of the keratoconus microenvironment.Experimental eye research · 2025Review
- Saliva as a matrix for therapeutic drug monitoring and disease biomarkers in children and adolescents.Pharmacological reports : PR · 2025Review
- Keratoconus: The Local Manifestation of a Systemic Disease?Journal of clinical medicine · 2025Review
- The Impact of Sex Hormones on Keratoconus.Journal of clinical medicine · 2025Review
- Article
- Systemic and Ocular Associations of Keratoconus.Expert review of ophthalmology · 2024Article
- What's the situation with ocular inflammation? A cross-seasonal investigation of proteomic changes in ocular allergy sufferers' tears in Victoria, Australia.Frontiers in immunology · 2024Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
Abstract
purposeThe purpose of the study was to investigate the role of Prolactin-Induced Protein (PIP) as a predictive biomarker for Keratoconus (KC).
participantsThis study included one hundred and forty-seven patients with KC (105 male, 42 female), and sixty healthy controls (27 male, 33 female).
methodsTears, plasma and saliva samples were collected from all participants. In both KC and healthy groups all collected samples were divided into four age subgroups (15-24y), (25-34y), (35-44y) and (45y and up). Samples were analyzed using western blot (WB) and enzyme-linked immunosorbent assay (ELISA). Areas under the receiver operating characteristic curves (AUROCs) were used to evaluate diagnostic accuracy for distinguishing between KC and healthy eyes.
main outcome measuresDifference in PIP protein levels between patients with KC and healthy controls.
resultsResults showed significant downregulation of PIP expression in all three biological fluids on KC patients when compared to healthy controls, independent of age, sex and severity. Since PIP is a hormonal-regulated protein, we also investigated the expression of major sex hormones. We detected significant upregulation in salivary and plasma Dehydroepiandrosterone sulfate (DHEA-S) levels and significant downregulation of estrone and estriol levels, in KC patients compared to healthy controls, independent of sex, age, and KC severity stage. ROC was used to determine the overall predictive accuracy of this protein in KC. Data showed an area under the curve (AUC) for PIP in tears of 0.937 (95%CI: 0.902-0.971), in plasma of 0.928 (95%CI: 0.890-0.968) and in saliva of 0.929 (95%CI: 0.890-0.968).
conclusionsConclusively, our results show that PIP levels are reduced in all three human biological fluids tested, and may independently or in combination with current imaging techniques aid in screening and diagnosis of KC. Our data revealed that PIP levels can potentially differentiate between disease and healthy cases, and PIP levels are stable in relation to KC severity, sex and age. Moreover, alterations in sex hormone levels in correlation with reduced PIP levels in KC provide an intriguing insight in the underlying KC pathophysiology and highlights the role of PIP as a KC biomarker.
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Registered trials
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.