ArticleClinical proteomics2021
Circulating proteins associated with allergy development in infants-an exploratory analysis.
Article in Clinical proteomics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
What it found
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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.
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Who cites it
7 citing papers in PubMed, 6 citations in OpenAlex.
- Longitudinal protein profiling of blood during childhood into early adulthood.Nature communications · 2026Article
- Allergy-associated biomarkers in early life identified by Omics techniques.Frontiers in allergy · 2024Review
- Multi-omics profiling approach in food allergy.The World Allergy Organization journal · 2023Review
- Article
- Advances and potential of omics studies for understanding the development of food allergy.Frontiers in allergy · 2023Review
- All on size-coded single bead set: a modular enrich-amplify-amplify strategy for attomolar level multi-immunoassay.Chemical science · 2022Article
- Advances and Utility of the Human Plasma Proteome.Journal of proteome research · 2021Review
Corrections and comments
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundProtein profiles that can predict allergy development in children are lacking and the ideal sampling age is unknown. By applying an exploratory proteomics approach in the prospective FARMFLORA birth cohort, we sought to identify previously unknown circulating proteins in early life that associate to protection or risk for development of allergy up to 8 years of age.
methodsWe analyzed plasma prepared from umbilical cord blood (n = 38) and blood collected at 1 month (n = 42), 4 months (n = 39), 18 months (n = 42), 36 months (n = 42) and 8 years (n = 44) of age. We profiled 230 proteins with a multiplexed assay and evaluated the global structure of the data with principal component analysis (PCA). Protein profiles informative to allergic disease at 18 months, 36 months and/or 8 years were evaluated using Lasso logistic regression and random forest.
resultsTwo clusters emerged in the PCA analysis that separated samples obtained at birth and at 1 month of age from samples obtained later. Differences between the clusters were mostly driven by abundant plasma proteins. For the prediction of allergy, both Lasso logistic regression and random forest were most informative with samples collected at 1 month of age. A Lasso model with 27 proteins together with farm environment differentiated children who remained healthy from those developing allergy. This protein panel was primarily composed of antigen-presenting MHC class I molecules, interleukins and chemokines.
conclusionSampled at one month of age, circulating proteins that reflect processes of the immune system may predict the development of allergic disease later in childhood.
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