Cited by 12Attention Deficit Hyperactivity DisorderFunctional Brain Connectivity StudiesAutism Spectrum Disorder Research

Sex-related differences in adult attention-deficit hyperactivity disorder patients – An analysis of external globus pallidus functional connectivity in resting-state functional MRI

Open access
Dupont, Gabriele, van Rooij, Daan, Buitelaar, Jan K., Reif, Andreas, Grimm, Oliver·2022·Frontiers in Psychiatry

Abstract

In the last two decades, there has been a growing body of research that identified sex-related differences in attention-deficit hyperactivity disorder (ADHD). Our objective was to quantify whether these sex differences are based on altered functional brain connectivity profiles. In addition, we investigated whether the presence of comorbid disorders, including depression, substance use disorder (SUD) and overweight, influenced these sex differences. A seed-based connectivity analysis of the external globus pallidus (GPe), an important inhibitory relay hub of the fronto-thalamo-striatal-loop, was performed. In a first step, we searched for sex-related differences in ADHD patients (N = 137) and separately in healthy controls (HC) (N = 45), after that, we compared an equal group of HC and ADHD patients to compare sex-related differences in ADHD patients and HC. In a second step, we studied whether the neural basis of comorbidity patterns is different between male and female patients. We observed that male ADHD patients demonstrated a decrease in functional connectivity (FC) from the GPe to the left middle temporal gyrus compared to female ADHD patients. Moreover, within the full ADHD group (N = 137), there was a lower FC in male patients from GPe to the right frontal pole/middle frontal gyrus compared to female patients. Male ADHD patients with depression demonstrated decreased FC from the GPe to parts of the occipital cortex compared to female ADHD patients with depression. No such effect was demonstrated for overweight or SUD. The current study reveals different FC profiles in males and females with ADHD, which are centered around altered connectivity with the GPe. An improved understanding of sex-differences in ADHD, and the role of comorbid disorders, therein can result in improved diagnostic and therapeutic opportunities for ADHD patients.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.3389/fpsyt.2022.962911

Cites

47 of 47 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Women with ADHD demonstrate more variable patterns, with relatively preserved fronto-striatal volume but more frequent alterations in limbic and parietal circuitry linked to emotional and attentional regulation.

    “Women demonstrate more variable patterns, with relatively preserved fronto-striatal volume but more frequent alterations in limbic and parietal circuitry linked to emotional and attentional regulation [134].”

    From ADHD in Adulthood: Clinical Presentation, Comorbidities, and Treatment Perspectives (2025) · cites this paper as [134]

    The Discussion reports stronger external globus pallidus–prefrontal functional connectivity in women with ADHD than in men, and cites another study finding sex differences in regions including the superior parietal lobule. It does not report relatively preserved fronto-striatal volume or establish that limbic and parietal alterations are more frequent in women. The cited findings concern functional connectivity, not the structural-volume pattern claimed. (LLM, conf=0.86)

    Experimental — accuracy not yet measured
  • Resting-state studies reveal parallel patterns in network connectivity, with women showing more alterations in emotion-related circuits and men in motor-executive pathways.

    “Resting-state studies reveal parallel patterns in network connectivity, with women showing more alterations in emotion-related circuits and men in motor–executive pathways [134].”

    From ADHD in Adulthood: Clinical Presentation, Comorbidities, and Treatment Perspectives (2025) · cites this paper as [134]

    The Discussion (page unavailable) reports sex-related differences in resting-state connectivity and links the region with higher connectivity in women with ADHD—the prefrontal cortex—to emotion control. The Conclusion (page unavailable) reports lower connectivity in men in frontal and temporal regions, and in occipital regions for men with comorbid depression; it does not establish the claimed contrast of women’s emotion-related alterations versus men’s motor–executive alterations. (LLM, conf=0.86)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Dupont, G., van Rooij, D., Buitelaar, J. K., Reif, A., & Grimm, O.
Affiliations
  • Goethe University Frankfurt (DE)
  • Radboud University Medical Center (NL)
Corresponding author
Dupont, Gabriele
Venue
Frontiers in Psychiatry
Published
2022-09-02
Volume
13
Pages
962911-962911
ISSN
1664-0640 (ISSN-L)
OpenAlex
W4294176800
Cited by
12
References
47
Citations by year
2026: 3 · 2025: 3 · 2024: 2 · 2023: 4
FWCI
1.47
Type
journal article
Language
en
Open access
Locations
  • Frontiers in Psychiatry (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Publication Server of Goethe University Frankfurt am Main (Goethe University Frankfurt) (submittedVersion, cc-by)
  • Radboud Repository (Radboud University) (submittedVersion)
  • Radboud Repository (Radboud University) (submittedVersion, other-oa)
Funders
Horizon 2020 Framework Programme
Topics
  • Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
Keywords
attention deficit hyperactivity disorder, sex differences, globus pallidus externus, functional connectivity, resting-state fMRI, comorbid depression, substance use disorders, overweight, middle temporal gyrus, frontal pole, occipital cortex

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review