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The Plasma Proteome Identifies Expected and Novel Proteins Correlated with Micronutrient Status in Undernourished Nepalese Children
Micronutrient deficiencies are common in undernourished societies yet remain inadequately assessed due to the complexity and costs of existing assays. A plasma proteomics-based approach holds promise in quantifying multiple nutrient:protein associations that reflect biological function and nutrition...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6879017/ https://www.ncbi.nlm.nih.gov/pubmed/23966331 http://dx.doi.org/10.3945/jn.113.175018 |
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author | Cole, Robert N. Ruczinski, Ingo Schulze, Kerry Christian, Parul Herbrich, Shelley Wu, Lee DeVine, Lauren R. O'Meally, Robert N. Shrestha, Sudeep Boronina, Tatiana N. Yager, James D. Groopman, John West, Keith P. |
author_facet | Cole, Robert N. Ruczinski, Ingo Schulze, Kerry Christian, Parul Herbrich, Shelley Wu, Lee DeVine, Lauren R. O'Meally, Robert N. Shrestha, Sudeep Boronina, Tatiana N. Yager, James D. Groopman, John West, Keith P. |
author_sort | Cole, Robert N. |
collection | PubMed |
description | Micronutrient deficiencies are common in undernourished societies yet remain inadequately assessed due to the complexity and costs of existing assays. A plasma proteomics-based approach holds promise in quantifying multiple nutrient:protein associations that reflect biological function and nutritional status. To validate this concept, in plasma samples of a cohort of 500 6- to 8-y-old Nepalese children, we estimated cross-sectional correlations between vitamins A (retinol), D (25-hydroxyvitamin D), and E (α-tocopherol), copper, and selenium, measured by conventional assays, and relative abundance of their major plasma-bound proteins, measured by quantitative proteomics using 8-plex iTRAQ mass tags. The prevalence of low-to-deficient status was 8.8% (<0.70 μmol/L) for retinol, 19.2% (<50 nmol/L) for 25-hydroxyvitamin D, 17.6% (<9.3 μmol/L) for α-tocopherol, 0% (<10 μmol/L) for copper, and 13.6% (<0.6 μmol/L) for selenium. We identified 4705 proteins, 982 in >50 children. Employing a linear mixed effects model, we observed the following correlations: retinol:retinol-binding protein 4 (r = 0.88), 25-hydroxyvitamin D:vitamin D-binding protein (r = 0.58), α-tocopherol:apolipoprotein C-III (r = 0.64), copper:ceruloplasmin (r = 0.65), and selenium:selenoprotein P isoform 1 (r = 0.79) (all P < 0.0001), passing a false discovery rate threshold of 1% (based on P value-derived q values). Individual proteins explained 34–77% (R(2)) of variation in their respective nutrient concentration. Adding second proteins to models raised R(2) to 48–79%, demonstrating a potential to explain additional variation in nutrient concentration by this strategy. Plasma proteomics can identify and quantify protein biomarkers of micronutrient status in undernourished children. The maternal micronutrient supplementation trial, from which data were derived as a follow-up activity, was registered at clinicaltrials.gov as NCT00115271. |
format | Online Article Text |
id | pubmed-6879017 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-68790172019-12-03 The Plasma Proteome Identifies Expected and Novel Proteins Correlated with Micronutrient Status in Undernourished Nepalese Children Cole, Robert N. Ruczinski, Ingo Schulze, Kerry Christian, Parul Herbrich, Shelley Wu, Lee DeVine, Lauren R. O'Meally, Robert N. Shrestha, Sudeep Boronina, Tatiana N. Yager, James D. Groopman, John West, Keith P. J Nutr Articles Micronutrient deficiencies are common in undernourished societies yet remain inadequately assessed due to the complexity and costs of existing assays. A plasma proteomics-based approach holds promise in quantifying multiple nutrient:protein associations that reflect biological function and nutritional status. To validate this concept, in plasma samples of a cohort of 500 6- to 8-y-old Nepalese children, we estimated cross-sectional correlations between vitamins A (retinol), D (25-hydroxyvitamin D), and E (α-tocopherol), copper, and selenium, measured by conventional assays, and relative abundance of their major plasma-bound proteins, measured by quantitative proteomics using 8-plex iTRAQ mass tags. The prevalence of low-to-deficient status was 8.8% (<0.70 μmol/L) for retinol, 19.2% (<50 nmol/L) for 25-hydroxyvitamin D, 17.6% (<9.3 μmol/L) for α-tocopherol, 0% (<10 μmol/L) for copper, and 13.6% (<0.6 μmol/L) for selenium. We identified 4705 proteins, 982 in >50 children. Employing a linear mixed effects model, we observed the following correlations: retinol:retinol-binding protein 4 (r = 0.88), 25-hydroxyvitamin D:vitamin D-binding protein (r = 0.58), α-tocopherol:apolipoprotein C-III (r = 0.64), copper:ceruloplasmin (r = 0.65), and selenium:selenoprotein P isoform 1 (r = 0.79) (all P < 0.0001), passing a false discovery rate threshold of 1% (based on P value-derived q values). Individual proteins explained 34–77% (R(2)) of variation in their respective nutrient concentration. Adding second proteins to models raised R(2) to 48–79%, demonstrating a potential to explain additional variation in nutrient concentration by this strategy. Plasma proteomics can identify and quantify protein biomarkers of micronutrient status in undernourished children. The maternal micronutrient supplementation trial, from which data were derived as a follow-up activity, was registered at clinicaltrials.gov as NCT00115271. Oxford University Press 2013-10 2013-08-21 /pmc/articles/PMC6879017/ /pubmed/23966331 http://dx.doi.org/10.3945/jn.113.175018 Text en © 2013 American Society for Nutrition This is a free access article, distributed under terms (http://www.nutrition.org/publications/guidelines-and-policies/license/) that permit unrestricted noncommercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Articles Cole, Robert N. Ruczinski, Ingo Schulze, Kerry Christian, Parul Herbrich, Shelley Wu, Lee DeVine, Lauren R. O'Meally, Robert N. Shrestha, Sudeep Boronina, Tatiana N. Yager, James D. Groopman, John West, Keith P. The Plasma Proteome Identifies Expected and Novel Proteins Correlated with Micronutrient Status in Undernourished Nepalese Children |
title | The Plasma Proteome Identifies Expected and Novel Proteins Correlated with Micronutrient Status in Undernourished Nepalese Children |
title_full | The Plasma Proteome Identifies Expected and Novel Proteins Correlated with Micronutrient Status in Undernourished Nepalese Children |
title_fullStr | The Plasma Proteome Identifies Expected and Novel Proteins Correlated with Micronutrient Status in Undernourished Nepalese Children |
title_full_unstemmed | The Plasma Proteome Identifies Expected and Novel Proteins Correlated with Micronutrient Status in Undernourished Nepalese Children |
title_short | The Plasma Proteome Identifies Expected and Novel Proteins Correlated with Micronutrient Status in Undernourished Nepalese Children |
title_sort | plasma proteome identifies expected and novel proteins correlated with micronutrient status in undernourished nepalese children |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6879017/ https://www.ncbi.nlm.nih.gov/pubmed/23966331 http://dx.doi.org/10.3945/jn.113.175018 |
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