Evidence map›Paper›PMID 40447636›Full record

ArticleScientific reports2025

Heavy metals, noradrenaline/adrenaline ratio, and microbiome-associated hormone precursor metabolites: biomarkers for social behaviour, ADHD symptoms, and executive function in children.

Kristin Krajewski

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Review
  5. Association between PMFrontiers in public health · 2026
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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

1 author.

Kristin KrajewskiInstitute of Psychology, University of Education, Ludwigsburg, Germany. krajewski@ph-ludwigsburg.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The gut microbiome significantly influences physical and mental health, including the synthesis and metabolism of hormones and the detoxification of heavy metals, which are linked to behavioural disorders. This study investigated the associations of these biological factors with the behaviour of primary school children, specifically examining the effects of heavy metals, catecholamines, and microbiome-associated metabolites of dopamine, noradrenaline, adrenaline, and thyroxine precursors. Urine samples from 87 unselected primary school children were analysed to assess heavy metal load (arsenic, cadmium, lead, mercury), noradrenaline/adrenaline ratio, and microbiome-associated metabolites of phenylalanine, tyrosine and L-dopa (3-phenylpropionic acid, p-OH-phenylacetic acid, 4-hydroxybenzoic acid, 3,4-dihydroxyphenylpropionic acid). Three months later, executive functions, ADHD symptoms (inattention, hyperactivity and impulsivity), and social behaviour were evaluated via parent and teacher questionnaires. In a path model, heavy metal load, microbiome-associated metabolites, and the noradrenaline/adrenaline ratio measured in urine accounted for 32% of social behaviours. Microbiome-associated metabolites predicted 11% of the variance in executive functions and 17% in ADHD symptoms. Executive functions shared 55% of the variance with ADHD symptoms and 17% with social behaviours. Children with the lowest social behaviours had a sixfold increase in the odds of high heavy metal loads and a 3.4-fold increase in the odds of elevated microbiome-associated metabolites. Similarly, children with the most compromised executive functions had a threefold increase in the odds of such high metabolite levels. Overall, the results indicate that children's social behaviours are influenced by heavy metal accumulation, catecholamine balance, and the microbiome-associated metabolism of amino acids, that are crucial for producing stress and thyroid hormones.

Indexed as

Attention Deficit Disorder with HyperactivityEpinephrineExecutive FunctionGastrointestinal MicrobiomeMetals, HeavyNorepinephrineSocial BehaviorBiomarkersChildFemaleHumansMaleBiomarkersEpinephrineMetals, HeavyNorepinephrineGut-brain axisMetabolomeNeurotransmitterOrganic acidsSelf-regulationToxins

Identifiers

PMID40447636
PMCPMC12125380

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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.