Evidence map›Paper›PMID 35959681›Full record

ArticleDevelopment and psychopathology2023

Non-linear associations between HPA axis activity during infancy and mental health difficulties during early childhood among children in rural Pakistan.

Allison Frost, Ashley Hagaman, Victoria Baranov, Esther O Chung, Sonia Bhalotra, Siham Sikander, Joanna Maselko

Abstract read
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Article in Development and psychopathology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Allison FrostCarolina Population Center, University of North Carolina, Chapel Hill, NC, USA.ORCID 0000-0003-4636-7687
Ashley HagamanSocial Behavioral Sciences, Yale School of Public Health, Yale University, New Haven, CT, USA.
Victoria BaranovDepartment of Economics, Faculty of Business and Economics, University of Melbourne, Australia.
Esther O ChungCarolina Population Center, University of North Carolina, Chapel Hill, NC, USA.
Sonia BhalotraDepartment of Economics, University of Warwick, UK.
Siham SikanderHuman Development Research Foundation, Islamabad, Pakistan.
Joanna MaselkoCarolina Population Center, University of North Carolina, Chapel Hill, NC, USA.

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
POPULATION STUDIEST32HD007168 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI ELIZABETH A FRANKENBERG · 1985 to 2026
$13.8M
Impact of Perinatal Depression treatment on child developmental outcomesR01HD075875 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI MASELKO, JOANNA · 2014 to 2024
$5.2M
South Asian Hub for Advocacy, Research & Education on Mental Health (SHARE)U19MH095687 · NIMH · LONDON SCH/HYGIENE & TROPICAL MEDICINE · PI RAHMAN, ATIF, SHIDHAYE, RAHUL RAMCHANDRA · 2011 to 2015
$2.9M
Impact of treating perinatal depression on infant HPA axis functionR03HD097434 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI MASELKO, JOANNA · 2019 to 2020
$156k
NCATS NIH HHS UL1 TR001863NICHD NIH HHS R01 HD075875NICHD NIH HHS R03 HD097434NICHD NIH HHS T32 HD007168NIMH NIH HHS U19 MH095687
6 · The paper itself

Abstract

Hypothalamic pituitary adrenal (HPA) axis activity may be a mechanism linking early adversity to child mental health difficulties. However, there is a dearth of longitudinal evidence for the association between HPA axis activity and mental health among children in low-resource contexts. The goal of this study is to examine linear and curvilinear associations between HPA axis activity during infancy and mental health difficulties in early childhood among children in rural Pakistan. Participants included 104 children (46% male) from the Bachpan study, a longitudinal cohort embedded within a maternal depression trial in Pakistan. We examined the associations between hair-derived cortisol and dehydroepiandosterone (DHEA) at 12 months old and mental health difficulties, measured with the Strengths and Difficulties Questionnaire (SDQ), at 36 months old. There was a significant quadratic association between hair cortisol and SDQ scores, with results showing a U-shaped relationship (i.e., having relatively high or low cortisol predicted increased mental health difficulties). DHEA showed a quadratic association with SDQ scores with an inverted U-shaped relationship (i.e., high and low DHEA was associated with decreased mental health difficulties). Results provide evidence of longitudinal and curvilinear effects of cortisol and DHEA during infancy on mental health difficulties in early childhood.

Indexed as

Hypothalamo-Hypophyseal SystemMental HealthChildChild, PreschoolDehydroepiandrosteroneFemaleHumansHydrocortisoneInfantMalePakistanPituitary-Adrenal SystemStress, PsychologicalDehydroepiandrosteroneHydrocortisonecortisolDHEAearly childhoodHPA axismental health difficulties

Identifiers

PMID35959681
PMCPMC9922341

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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.