TY - JOUR
T1 - General intelligence is associated with subclinical inflammation in Nepalese children
T2 - A population-based plasma proteomics study
AU - Lee, Sun Eun
AU - West, Keith P.
AU - Cole, Robert N.
AU - Schulze, Kerry J.
AU - Wu, Lee Shu Fune
AU - Yager, James D.
AU - Groopman, John
AU - Christian, Parul
N1 - Funding Information:
The proteomics study was supported by the Bill & Melinda Gates Foundation, Seattle, WA, U.S.A . through grants “Assessment of Micronutrient Status by Nutriproteomics” (Senior Program Offcer: Yiwu He) for laboratory work (K.P.W., grant number OPP5241 ) and “Global Control of Micronutrient Deficiency” (Senior Program Officer: Ellen Piwoz) for field work (K.P.W., grant number GH614 ). The Nutrition and Cognition study was collaborated with the National Society for the Prevention of Blindness, Kathmandu, Nepal and funded by National Institutes of Health through grant R01 (P.C., HD050254-01 ) and the Bill and Melinda Gates Foundation, Seattle, WA, U.S.A . The original Nepal Nutrition Intervention Project Sarlahi trial was also supported through the Micronutrients for Health Cooperative Agreement ( HRN-A-00-97-00015-00 ) between Johns Hopkins University and the Office of Health, Infectious Diseases and Nutrition, United States Agency for International Development (USAID), Washington D.C. with additional support from the Sight and Life Global Nutrition Research Institute, Baltimore, MD, U.S.A. The preschool child iron and zinc supplementation study was funded by the National Institutes of Health ( HD 38753 ), the Bill and Melinda Gates Foundation , and a cooperative agreement between Johns Hopkins University and the Office of Health, Infectious Diseases, and Nutrition, US Agency for International Development ( HRN-A-00-97-00015-00 ). All funders had no role in the design, analysis or writing of this article.
Publisher Copyright:
© 2016 The Authors.
PY - 2016/8/1
Y1 - 2016/8/1
N2 - Improving child cognition in impoverished countries is a public health priority. Yet, biological pathways and associated biomarkers of impaired cognition remain poorly understood and largely unknown, respectively. This study aimed to explore and quantify associations between functional plasma protein biomarkers and childhood intellectual test performance. We applied proteomics to quantify proteins in plasma samples of 249 rural Nepalese children, 6-8 years of age who, 1 year later at 7-9 years of age, were administered the Universal Nonverbal Intelligence Test (UNIT). Among 751 plasma proteins quantified, 22 were associated with UNIT scores, passing a false discovery rate threshold of 5.0% (q < 0.05). UNIT scores were higher by 2.3-9.2 points for every 50% increase in relative abundance of two insulin-like growth factor binding proteins (IGFBPs), six subclasses of apolipoprotein (Apo) and transthyretin, and lower by 4.0-15.3 points for each 50% increase in relative abundance of 13 proteins predominantly involved in inflammation. Among them, IGFBP-acid labile subunit, orosomucoid 1 (ORM1), Apo C-I, and pyruvate kinase isoenzymes M1/M2 jointly explained 37% of the variance in UNIT scores. After additional adjustment for height-for-age Z-score and household socio-economic status as indicators of long-term nutritional and social stress, associations with 6 proteins involved in inflammation, including ORM1, α-1-antichymotrypsin, reticulocalbin 1, and 3 components of the complement cascade, remained significant (q < 0.05). Using untargeted proteomics, stable, constitutive facets of subclinical inflammation were associated with lower developmental test performance in this rural South Asian child population. Plasma proteomics may offer opportunities to identify functional, antecedent biomarkers of child cognitive development.
AB - Improving child cognition in impoverished countries is a public health priority. Yet, biological pathways and associated biomarkers of impaired cognition remain poorly understood and largely unknown, respectively. This study aimed to explore and quantify associations between functional plasma protein biomarkers and childhood intellectual test performance. We applied proteomics to quantify proteins in plasma samples of 249 rural Nepalese children, 6-8 years of age who, 1 year later at 7-9 years of age, were administered the Universal Nonverbal Intelligence Test (UNIT). Among 751 plasma proteins quantified, 22 were associated with UNIT scores, passing a false discovery rate threshold of 5.0% (q < 0.05). UNIT scores were higher by 2.3-9.2 points for every 50% increase in relative abundance of two insulin-like growth factor binding proteins (IGFBPs), six subclasses of apolipoprotein (Apo) and transthyretin, and lower by 4.0-15.3 points for each 50% increase in relative abundance of 13 proteins predominantly involved in inflammation. Among them, IGFBP-acid labile subunit, orosomucoid 1 (ORM1), Apo C-I, and pyruvate kinase isoenzymes M1/M2 jointly explained 37% of the variance in UNIT scores. After additional adjustment for height-for-age Z-score and household socio-economic status as indicators of long-term nutritional and social stress, associations with 6 proteins involved in inflammation, including ORM1, α-1-antichymotrypsin, reticulocalbin 1, and 3 components of the complement cascade, remained significant (q < 0.05). Using untargeted proteomics, stable, constitutive facets of subclinical inflammation were associated with lower developmental test performance in this rural South Asian child population. Plasma proteomics may offer opportunities to identify functional, antecedent biomarkers of child cognitive development.
KW - Children
KW - Cohort study
KW - Inflammation
KW - Intelligence
KW - Mass spectrometry
KW - Nepal
KW - Plasma proteomics
KW - Universal Nonverbal Intelligence Test
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U2 - 10.1016/j.bbi.2016.03.023
DO - 10.1016/j.bbi.2016.03.023
M3 - Article
C2 - 27039242
AN - SCOPUS:84962574427
SN - 0889-1591
VL - 56
SP - 253
EP - 263
JO - Brain, Behavior, and Immunity
JF - Brain, Behavior, and Immunity
ER -