Micronutrients and cognitive functions among urban school-going children and adolescents: A cross-sectional multicentric study from India
PLOS ONE
RESEARCH ARTICLE
Micronutrients and cognitive functions among
urban school-going children and adolescents:
A cross-sectional multicentric study from India
Shweta Singh1, Shally Awasthi ID2*, Divas Kumar2, Seema Rani Sarraf1, Anuj
Kumar Pandey2, Girdhar G. Agarwal3, Avivar Awasthi4, Anish T. S.5, Joseph L. Mathew6,
Sonali Kar7, Suma Nair ID8, Chythra R. Rao ID8, Harsh Pande2, B. N. Mahanta9,
Bhavneet Bharti6, C. M. Singh10, Kuldeep Singh ID11, Mushtaq A. Bhat12, Somashekar A.
R.13, Rajiv Awasthi14, Abbas Ali Mahdi15
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OPEN ACCESS
Citation: Singh S, Awasthi S, Kumar D, Sarraf SR,
Pandey AK, Agarwal GG, et al. (2023)
Micronutrients and cognitive functions among
urban school-going children and adolescents: A
cross-sectional multicentric study from India. PLoS
ONE 18(2): e0281247. https://doi.org/10.1371/
journal.pone.0281247
Editor: Hesham M. Al-Mekhlafi, Jazan University,
SAUDI ARABIA
Received: March 31, 2022
Accepted: January 18, 2023
Published: February 2, 2023
Copyright: © 2023 Singh et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited.
Data Availability Statement: All relevant data are
within the paper.
Funding: This work was supported by a grant from
Hindustan Unilever Limited (Grant Number:
212332). Funding supports all study related
expenses including manuscripts processing fees.
Funding source was not involved in study design,
implementation, collection and interpretation of
data and in writing of the manuscript.
1 Department of Psychiatry, King George’s Medical University, Lucknow, Uttar Pradesh, India, 2 Department
of Pediatrics, King George’s Medical University, Lucknow, Uttar Pradesh, India, 3 Department of Statistics,
University of Lucknow, Lucknow, Uttar Pradesh, India, 4 Department of Endocrinology, Medical College,
Kolkata, India, 5 Department of Community Medicine, Government Medical College, Thiruvananthapuram,
Kerela, India, 6 Department of Pediatric Medicine, Post Graduate Institute of Medical Sciences, Chandigarh,
India, 7 Department of Community Medicine, Kalinga Institute of Medical Sciences, Bhubaneswar, Orissa,
India, 8 Department of Community Medicine, Kasturba Medical College, Manipal, Karnataka, India,
9 Department of Medicine, Assam Medical College, Dibrugarh, Assam, India, 10 Department of Community
& Family Medicine, All India Institute of Medical Sciences, Patna, Bihar, India, 11 Department of Pediatrics,
All India Institute of Medical Sciences, Jodhpur, Rajasthan, India, 12 Department of Pediatrics, Sher-iKashmir Institute of Medical Sciences, Srinagar, Jammu & Kashmir, India, 13 Department of Pediatrics, M. S.
Ramaiah Institute of Medical Sciences, Bangalore, Karnataka, India, 14 Prarthana Diabetic Care Centre,
Lucknow, Uttar Pradesh, India, 15 Department of Biochemistry, King George’s Medical University, Lucknow,
Uttar Pradesh, India
*
Abstract
Background
Micronutrient deficiency (MD) is associated with deficits in cognitive functioning of children.
However, no comprehensive multicentric study has been conducted in India to explore the
role of multiple MD in cognition of children and adolescents. The present study aimed to
explore association of MD with level of general intelligence and specific cognitive functions,
in urban school-going children and adolescents across ten cities of India.
Method
Cross-sectional multicentric study, enrolled participants aged 6–16 years. Blood samples
were collected for biochemical analysis of calcium, iron, zinc, selenium, folate, vitamin A, D
and B12. Colored Progressive Matrices / Standard Progressive Matrices (CPM/SPM), Coding, Digit Span and Arithmetic tests were used for the assessment of cognitive functions of
participants. Height and weight measures were collected along with socio-economic status.
Results
From April-2019 to February-2020, 2428 participants were recruited from 60 schools. No
MD was found in 7.0% (134/1918), any one MD in 23.8% (457/1918) and � 2 MD in 69.2%
PLOS ONE | https://doi.org/10.1371/journal.pone.0281247 February 2, 2023
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Competing interests: The authors declare that they
have no competing interests.
Micronutrients and cognitive function of school going children in India
(1327/1918) participants. In presence of � 2 MD, adjusted odds ratio (OR) for borderline or
dull normal in CPM/SPM was 1.63, (95% CI: 1.05–2.52), coding was 1.66 (95% CI: 1.02–
2.71), digit span was 1.55 (95% CI: 1.06–2.25) and arithmetic was 1.72 (95% CI: 1.17–
2.53), controlling for gender, socioeconomic status and anthropometric indicators.
Conclusion
Since � 2 MD were found in more than 2/3rd of participants and was associated with
impairment in cognitive function, attempts must be made to ameliorate them on priority in
school going children in India.
Trial registration number
CTRI/2019/02/017783.
Introduction
Micronutrients are vital components of diet that are required for a wide range of physiological
and cognitive functions. Being integral to various metabolic pathways in the brain, the deficiency
of a micronutrient can potentially impact the development and functioning of the nervous system adversely. Due to this, every year, millions of children are affected not only from physiological challenges (stunted growth, weakened immunity and physical diseases) but also cognitive
and intellectual deficits [1–4]. Studies demonstrate that deficiency of micronutrients is associated
with children’s impaired cognitive development and poor classroom performance [5–7].
Various micronutrients and hemoglobin have a major role in physical and cognitive development. Poor cognitive development, loss of concentration and even lower intelligence has
been reported with deficiencies of iron [8], vitamin B12 [9, 10] and folate [11, 12]. Impaired
behavior and cognition have also been reported with deficiency of zinc [13] and vitamin D [14].
Studies conducted in India, among school aged children and adolescents, reported widespread deficiency of micronutrients [7, 15–19]. However, no comprehensive multicentric
study has been conducted in India to assess the impact of various crucial micronutrient deficiencies on general intelligence as well as specific cognitive functions in children and adolescents. The present study set out to explore association of micronutrient deficiency with level of
general intelligence, and specific cognitive functions, i.e. attention, concentration, visuomotor
coordination and working memory, in urban school-going children and adolescents aged 6 to
16 years across ten cities of India. The primary objective was to assess the association of no
micronutrient deficiency, any one or �2 micronutrient deficiencies with cognitive performance as determined by Colored Progressive Matrices (CPM) / Standard Progressive Matric (...truncated)