Abnormal functional connectivity associated with emotional dysregulation in children with attention-deficit/hyperactivity disorder
Open accessAbstract
Objective: Emotional dysregulation(ED) is very common in children with Attention-Deficit/Hyperactivity Disorder (ADHD), ADHD children with ED experience more severe academic, social and quality-of-life dysfunction. Understanding of the neurobiological mechanisms and processes underpinning the ADHD with ED is sparse, this study aims to explore the distinct functional connectivity in specific group of ADHD children with ED by comparing with ADHD children without ED as well as typical development controls (TDCs). Method: A total of 77 ADHD with ED, 53 ADHD without ED and 55 matched typical TDCs were recruited. All participants completed clinical assessments and underwent resting-state functional MRI. Seed-based analysis was used to define the dorsolateral prefrontal cortex (DLPFC) and the amygdala, and resting-state functional connectivity (RSFC) analysis was then performed using DPABI software. We employed one-way analysis of covariance (ANCOVA) and post-hoc tests to identify the main RSFC differences among these three groups. Pearson correlation was used to analyze the relationship between RSFC and ED scores in the ADHD with ED group. Results: ADHD Children with ED exhibited increased RSFC between the DLPFC and the orbitofrontal middle gyrus (OFC)/precuneus, alongside decreased RSFC between the DLPFC and the triangular part of the inferior frontal gyrus (IFG), as well as between the amygdala and the left middle occipital gyrus/superior occipital gyrus/postcentral gyrus (GRF correction, voxel level p < 0.001, cluster level p < 0.05, two-tailed). Additionally, RSFC between the DLPFC and OFC was found to be negatively correlated with ED symptom severity in the ADHD with ED group (r = -0.32, p = 0.005), while no significant association was found between ED symptoms and amygdala-seeded RSFC in this group. Conclusion: We demonstrated abnormal functional connectivity between the DLPFC and the OFC, and between the amygdala and the left middle occipital gyrus/superior occipital. These findings may provide theoretical support for early identification of ADHD children with ED and intervention targets for future neuromodulation.
AI snapshot
Written from the paper’s full text.
TL;DR
This cross-sectional resting-state fMRI study compared seed-based functional connectivity in children with ADHD with emotional dysregulation (ED), ADHD without ED, and typically developing controls. ADHD with ED showed distinct prefrontal and amygdala connectivity abnormalities, with DLPFC–orbitofrontal connectivity negatively correlated with ED severity.
Key findings
- Among 77 ADHD+ED, 53 ADHD−ED, and 55 TDC children, ADHD+ED showed increased RSFC between the DLPFC and the middle orbital gyrus (p = 0.007) and precuneus (p = 0.008), and decreased RSFC between the DLPFC and the triangular inferior frontal gyrus (p = 0.04) compared with ADHD−ED and TDCs.
- Amygdala-seeded analyses showed ADHD+ED had decreased RSFC between the right amygdala and the left middle occipital gyrus (p < 0.001), left superior occipital gyrus (p = 0.04), and left postcentral gyrus (p = 0.003) compared with ADHD−ED; ADHD+ED also showed decreased left amygdala–left cuneus RSFC versus TDCs (p < 0.001).
- DLPFC–middle orbital gyrus RSFC was negatively correlated with ED symptom severity in the ADHD+ED group; the abstract reports r = −0.32, p = 0.005, while the Results section reports r = −0.29, p = 0.016. No significant association was found between amygdala-seeded RSFC and ED symptoms in this group (p > 0.05).
Methods
- Cross-sectional case-control study: 160 drug-naïve, right-handed children with ADHD aged 6–14 years and IQ > 80 were recruited, plus 80 age- and sex-matched TDCs; after exclusions for head motion, the analyzed sample was 77 ADHD+ED, 53 ADHD−ED, and 55 TDCs.
- ED was operationalized using the CBCL Anxiety/Depression, Attention, and Aggression subscales, with a summed T-score ≥ 180 indicating ED symptoms.
- Resting-state fMRI data were processed in DPABI; seed-based RSFC used DLPFC/mPFC and amygdala seeds, with one-way ANCOVA (covariates: age, IQ, gender, SNAP-IV scores, mean FD), GRF correction (voxel p < 0.001, cluster p < 0.05, two-tailed), post-hoc t-tests, and Pearson correlations with ED scores.
Limitations
- The authors state that only DLPFC/vmPFC and amygdala seeds were selected, although other regions such as the ACC may be involved in ADHD+ED; ED was measured using CBCL subscale totals, and alternative ED tools may yield different results; the study is cross-sectional; and the sample size was relatively modest.
- The text makes evident an inconsistency between the abstract and Results for the DLPFC–OFC correlation with ED severity (r = −0.32, p = 0.005 vs r = −0.29, p = 0.016), which should be noted when interpreting that finding.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
12 of 24 cited sources checked · 6 supported · 0 flagged · accuracy not yet measured
- Premisecitation
ADHD with ED is associated with significantly more severe ADHD symptoms.
“ADHD with ED had significantly more severe symptoms of ADHD (7)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [7] Biederman, 2020, Toward operationalizing deficient emotional self-regulation in newly referred adults with ADHD: A receiver operator characteristic curve analysis, Eur psychiatry: J Assoc Eur Psychiatrists source
- Premisecitation
ADHD with ED is associated with more severe quality-of-life dysfunction.
“quality-of-life dysfunctioning (10)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [10] Ben-Dor Cohen, 2021, Emotional dysregulation and health related quality of life in young adults with ADHD: a cross sectional study, Health Qual Life outcomes source
- Premisecitation
Previous studies on irritability in youth with disruptive behavior and mood disorders implicate the middle occipital gyrus.
“This is consistent with previous studies on irritability in youth with disruptive behavior and mood disorders, in which middle occipital gyrus was also involved (30).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [30] Suk, 2023, Mediating effect of amygdala activity on response to fear vs. happiness in youth with significant levels of irritability and disruptive mood and behavior disorders, Front Behav Neurosci source
- Premisecitation
Dysfunction within this loop may underlie deficits in delay of gratification, reinforcement sensitivity, and effort-related decision making, which are characteristic of ADHD motivation and emotional regulation styles.
“Dysfunction within this loop may underlie deficits in delay of gratification, reinforcement sensitivity, and effort-related decision making, which are characteristic of ADHD motivation and emotional regulation styles (26).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [26] Plichta, 2014, Ventral-striatal responsiveness during reward anticipation in ADHD and its relation to trait impulsivity in the healthy population: a meta-analytic review of the fMRI literature, Neurosci Biobehav Rev source
Section 2 links altered dopamine-based reward processing in ADHD to preference for immediate rewards, abnormal reinforcement sensitivity, and a motivational style partly associated with negative emotions during waiting. It does not establish deficits in effort-related decision making or specifically attribute all three deficits to dysfunction within the cited loop. Page numbers are unavailable in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Findingown data
No significant association was found between ED symptoms and amygdala-seeded RSFC in the ADHD+ED group (p > 0.05).
“no significant association was observed between amygdala-seeded RSFC and ED symptoms scores in the ADHD+ED group (p > 0.05)”
Quote in the paperSubstantial claim
- Findingown data
ADHD-ED group had decreased RSFC between the DLPFC and the triangular inferior frontal gyrus compared to the TDC group (p = 0.04).
“The ADHD-ED group had increased RSFC values between the DLPFC and the middle orbital gyrus (p = 0.007) and the precuneus (p = 0.008), had decreased RSFC values between the DLPFC and the triangular inferior frontal gyrus, and between the medial prefrontal cortex and the angular gyrus compared to the TDCs group (p = 0.04)”
Quote in the paperSubstantial claim - Findingown data
ADHD-ED group had increased RSFC between the DLPFC and the precuneus compared to the TDC group (p = 0.008).
“The ADHD-ED group had increased RSFC values between the DLPFC and the middle orbital gyrus (p = 0.007) and the precuneus (p = 0.008), had decreased RSFC values between the DLPFC and the triangular inferior frontal gyrus, and between the medial prefrontal cortex and the angular gyrus compared to the TDCs group (p = 0.04)”
Quote in the paperSubstantial claim - Findingown data
RSFC between the DLPFC and the OFC was negatively correlated with ED symptom severity in the ADHD+ED group (r = -0.32, p = 0.005).
“RSFC between the DLPFC and OFC was found to be negatively correlated with ED symptom severity in the ADHD with ED group (r = -0.32, p = 0.005)”
Quote in the paperSubstantial claim - Findingown data
ADHD children with ED had higher SNAP-IV oppositional defiance scores than ADHD without ED and TDC groups.
“ADHD children with ED had higher SNAP-IV attention deficit, hyperactive/impulsiveness, oppositional defiance and total score than ADHD without ED and TDC group”
Quote in the paperNot a substantial claim - Findingown data
ADHD-ED group exhibited decreased RSFC between the left amygdala and the left cuneus compared to TDCs (p = 0.007).
“In comparison to the typically developing controls (TDCs), the ADHD-ED group also exhibited decreased RSFC values between the left amygdala and the left cuneus (p = 0.007**)”
Quote in the paperSubstantial claim - Findingown data
ADHD+ED group exhibited decreased RSFC between the right amygdala and the left middle occipital gyrus compared to the ADHD-ED group (p < 0.001).
“the ADHD+ED group exhibited decreased RSFC values between the right amygdala and the left middle occipital gyrus (p < 0.001), between the right amygdala and the left superior occipital gyrus (p = 0.04), between the right amygdala and the left postcentral gyrus (p = 0.003) compared to the ADHD-ED group”
Quote in the paperSubstantial claim - Findingown data
RSFC between the DLPFC and the middle orbital gyrus was negatively correlated with ED scores in the ADHD+ED group (r = -0.29, p = 0.016).
“The results revealed that the RSFC between the “DLPFC” and the “middle orbital gyrus” was negatively correlated with ED scores in the ADHD+ED group (r = -0.29, p = 0.016)”
Quote in the paperSubstantial claim - Findingown data
ADHD+ED group exhibited decreased RSFC between the right amygdala and the left superior occipital gyrus compared to the ADHD-ED group (p = 0.04).
“the ADHD+ED group exhibited decreased RSFC values between the right amygdala and the left middle occipital gyrus (p < 0.001), between the right amygdala and the left superior occipital gyrus (p = 0.04), between the right amygdala and the left postcentral gyrus (p = 0.003) compared to the ADHD-ED group”
Quote in the paperSubstantial claim - Findingown data
ADHD children with ED had higher SNAP-IV total scores than ADHD without ED and TDC groups.
“ADHD children with ED had higher SNAP-IV attention deficit, hyperactive/impulsiveness, oppositional defiance and total score than ADHD without ED and TDC group”
Quote in the paperNot a substantial claim - Findingown data
ADHD-ED group had decreased RSFC between the medial prefrontal cortex and the angular gyrus compared to the TDC group (p = 0.04).
“The ADHD-ED group had increased RSFC values between the DLPFC and the middle orbital gyrus (p = 0.007) and the precuneus (p = 0.008), had decreased RSFC values between the DLPFC and the triangular inferior frontal gyrus, and between the medial prefrontal cortex and the angular gyrus compared to the TDCs group (p = 0.04)”
Quote in the paperSubstantial claim - Findingown data
ADHD children with ED had higher SNAP-IV attention deficit scores than ADHD without ED and TDC groups.
“ADHD children with ED had higher SNAP-IV attention deficit, hyperactive/impulsiveness, oppositional defiance and total score than ADHD without ED and TDC group”
Quote in the paperNot a substantial claim - Findingown data
ADHD children with ED had higher SNAP-IV hyperactive/impulsiveness scores than ADHD without ED and TDC groups.
“ADHD children with ED had higher SNAP-IV attention deficit, hyperactive/impulsiveness, oppositional defiance and total score than ADHD without ED and TDC group”
Quote in the paperNot a substantial claim - Findingown data
ADHD+ED group had significantly increased RSFC between the DLPFC and the middle orbital gyrus compared to the ADHD-ED and TDC groups (p = 0.007).
“the ADHD+ED group had significantly increased RSFC values between the DLPFC and the middle orbital gyrus (p = 0.007) and the precuneus (p = 0.008), had decreased RSFC values between the DLPFC and the triangular inferior frontal gyrus (p = 0.04) compared to the ADHD-ED and TDCs groups”
Quote in the paperSubstantial claim - Findingown data
ADHD+ED group had significantly decreased RSFC between the DLPFC and the triangular inferior frontal gyrus compared to the ADHD-ED and TDC groups (p = 0.04).
“the ADHD+ED group had significantly increased RSFC values between the DLPFC and the middle orbital gyrus (p = 0.007) and the precuneus (p = 0.008), had decreased RSFC values between the DLPFC and the triangular inferior frontal gyrus (p = 0.04) compared to the ADHD-ED and TDCs groups”
Quote in the paperSubstantial claim - Findingown data
There were significant differences in SNAP-IV attention deficit, hyperactivity/impulsivity, oppositional defiance, and total scale scores among the three groups.
“There were significant differences in the scores of SNAP-IV attention deficit, hyperactivity/impulsivity, oppositional defiance and total scale scores among the three groups”
Quote in the paperNot a substantial claim - Findingown data
ADHD+ED group exhibited decreased RSFC between the right amygdala and the left postcentral gyrus compared to the ADHD-ED group (p = 0.003).
“the ADHD+ED group exhibited decreased RSFC values between the right amygdala and the left middle occipital gyrus (p < 0.001), between the right amygdala and the left superior occipital gyrus (p = 0.04), between the right amygdala and the left postcentral gyrus (p = 0.003) compared to the ADHD-ED group”
Quote in the paperSubstantial claim - Findingown data
ADHD+ED group had significantly increased RSFC between the DLPFC and the precuneus compared to the ADHD-ED and TDC groups (p = 0.008).
“the ADHD+ED group had significantly increased RSFC values between the DLPFC and the middle orbital gyrus (p = 0.007) and the precuneus (p = 0.008), had decreased RSFC values between the DLPFC and the triangular inferior frontal gyrus (p = 0.04) compared to the ADHD-ED and TDCs groups”
Quote in the paperSubstantial claim - Findingown data
ADHD-ED group had increased RSFC between the DLPFC and the middle orbital gyrus compared to the TDC group (p = 0.007).
“The ADHD-ED group had increased RSFC values between the DLPFC and the middle orbital gyrus (p = 0.007) and the precuneus (p = 0.008), had decreased RSFC values between the DLPFC and the triangular inferior frontal gyrus, and between the medial prefrontal cortex and the angular gyrus compared to the TDCs group (p = 0.04)”
Quote in the paperSubstantial claim - Premisereasoning
There is a paucity of research exploring functional connectivity patterns specific to ADHD patients with ED.
“there is a paucity of research exploring the functional connectivity (FC) patterns specific in this particular group of ADHD patients.”
Quote in the paperSubstantial claim - Interpretationreasoning
The DLPFC may contribute to the abnormal allocation of attention to emotional stimuli in ADHD children with ED.
“the DLPFC, which bridges cognition and emotion, may contribute to the abnormal allocation of attention to emotional stimuli in ADHD children with ED.”
Quote in the paperSubstantial claim - Interpretationown data
ADHD children with ED exhibit abnormalities in functional connectivity involving both the prefrontal cortex and the amygdala.
“The findings revealed that ADHD children with ED exhibit abnormalities in functional connectivity involving both the prefrontal cortex and the amygdala.”
Quote in the paperSubstantial claim - Interpretationown data
Functional connectivity between dorsolateral frontal gyrus and orbital frontal may serve as an indicator of the severity of emotional dysregulation in ADHD.
“suggesting that functional connectivity between dorsolateral frontal gyrus and orbital frontal may serve as an indicator of the severity of emotional dysregulation in ADHD.”
Quote in the paperSubstantial claim - Interpretationown data
ED in ADHD children is primarily associated with abnormal functional connectivity between the prefrontal cortex and the orbitofrontal cortex.
“revealing that ED in ADHD children is primarily associated with abnormal functional connectivity between the prefrontal cortex and the orbitofrontal cortex.”
Quote in the paperSubstantial claim - Premisecitation
ADHD with ED is associated with more severe social dysfunction.
“social (9)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [9] Lee, 2018, Forming first impressions of children: the role of attention-deficit/hyperactivity disorder symptoms and emotion dysregulation, J Child Psychol psychiatry Allied disciplines source
- Premisecitation
ADHD with ED is associated with more severe academic dysfunction.
“more severe academic (8)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [8] Barkley, 2010, The unique contribution of emotional impulsiveness to impairment in major life activities in hyperactive children as adults, J Am Acad Child Adolesc Psychiatry source
- Premisecitation
Abnormal connectivity between the amygdala and cortical areas may contribute to the pronounced ED observed in ADHD patients.
“abnormal connectivity with cortical areas may contribute to the pronounced ED observed in ADHD patients (14).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [14] Adolphs, 2005, A mechanism for impaired fear recognition after amygdala damage, Nature source
- Interpretationown data
The inverse relationship between diminished connectivity and more severe symptoms suggests that this alteration is maladaptive rather than compensatory.
“The inverse relationship—where diminished connectivity is associated with more severe symptoms—suggests that this alteration is maladaptive rather than compensatory.”
Quote in the paperSubstantial claim - Interpretationreasoning
Abnormalities in these functional connections may serve as biological markers for the cross-disease diagnosis of ED.
“And abnormalities in these functional connections may serve as biological markers for the cross-disease diagnosis of ED.”
Quote in the paperSubstantial claim - Interpretationreasoning
Ineffective integration between the cognitive control functions of the DLPFC and the reward/valence processing of the OFC underpins the poor emotional self-regulation observed in these patients.
“It is plausible that ineffective integration between the cognitive control functions of the DLPFC and the reward/valence processing of the OFC underpins the poor emotional self-regulation observed in these patients.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 19
- May combine two claims. 14
- The quote only partly states this claim. 4
Classified as probably not a substantial claim.
PremisecitationPrevious neuroimaging studies have implicated the prefrontal cortex and amygdala in the pathophysiology of ED in ADHD.
“Previous neuroimaging studies have implicated several key brain regions in the pathophysiology of ED in ADHD, including the prefrontal cortex (PFC) and amygdala (3).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [3] Shaw, 2014, Emotion dysregulation in attention deficit hyperactivity disorder, Am J Psychiatry source
May combine two claims.
PremisecitationOnly one study has subdivided ADHD patients into groups with high and low ED to explore their unique functional connectivity characteristics, and found that the effect sizes for the patterns of amygdala-cortical FC in ADHD participants with low ED were smaller than ADHD participants with the high ED and TDC groups.
“only one study has subdivided ADHD patients into groups with high and low ED to explore their unique functional connectivity characteristics, and found that the effect sizes for the patterns of amygdala-cortical FC in ADHD participants with low ED were smaller than ADHD participants with the high ED and TDC groups (15).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [15] Hulvershorn, 2014, Abnormal amygdala functional connectivity associated with emotional lability in children with attention-deficit/hyperactivity disorder, J Am Acad Child Adolesc Psychiatry source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationEmotional dysregulation is a common and distinct feature in individuals with ADHD, estimated to affect 25-45% of children with ADHD.
“emotional dysregulation (ED) has been increasingly recognized as a common and distinct feature in individuals with ADHD which estimated to affect 25–45% of children with ADHD (3).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [3] Shaw, 2014, Emotion dysregulation in attention deficit hyperactivity disorder, Am J Psychiatry source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA study on the high ED group revealed enhanced intrinsic functional connectivity patterns between the amygdala and the ACC/insula/STG in the high ED group.
“revealing an enhanced intrinsic functional connectivity patterns between the amygdala–ACC/insula/STG in the high ED group (15).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [15] Hulvershorn, 2014, Abnormal amygdala functional connectivity associated with emotional lability in children with attention-deficit/hyperactivity disorder, J Am Acad Child Adolesc Psychiatry source
The Results (Group Amygdala iFC Comparisons) report a trend toward greater positive amygdala–ACC connectivity in the high-EL group. But connectivity between the amygdala and insula/STG trended lower, not higher, so the claimed enhancement across all three regions is not supported. The paper calls the group differences trends rather than significant findings. (LLM, conf=0.90)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationPrevious studies suggest that the neuroimaging mechanisms of ED in ADHD patients may involve both the DLPFC and the OFC, and the OFC is implicated in deficits related to the early orienting and perception of emotional stimuli.
“This is consistent with previous studies suggesting that the neuroimaging mechanisms of ED in ADHD patients may involve both the dorsolateral prefrontal cortex (DLPFC) and the orbitofrontal cortex (OFC), and the OFC is implicated in deficits related to the early orienting and perception of emotional stimuli (3).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [3] Shaw, 2014, Emotion dysregulation in attention deficit hyperactivity disorder, Am J Psychiatry source
In Section 2: Pathophysiology (page not provided), the paper implicates the OFC in emotion dysregulation in ADHD. It discusses early orienting and perception deficits, but links early visual-emotion processing deficits to amygdala dysfunction, not specifically to the OFC. Its summary names medial and ventrolateral prefrontal regions rather than the DLPFC as major top-down contributors. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA second fronto-striatal circuit involving the nucleus accumbens and orbitofrontal cortex has been proposed to be associated with ADHD.
“a second fronto-striatal circuit involving the nucleus accumbens and orbitofrontal cortex has been proposed to be associated with ADHD (23–25).”
Quote in the paperNot a substantial claim3 of 3 sources checked- cites [23] Bralten, 2016, Voxel-based morphometry analysis reveals frontal brain differences in participants with ADHD and their unaffected siblings, J Psychiatry neuroscience: Jpn source
The Discussion (page not provided) says that ADHD subtyping has been proposed based in part on an orbitofrontal–striatal circuit, supporting the proposed association with ADHD. It does not identify the nucleus accumbens as part of that circuit, and the study reports no structural differences in the corresponding subcortical regions. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [24] Albaugh, 2019, Ventromedial prefrontal volume in adolescence predicts hyperactive/inattentive symptoms in adulthood, Cereb Cortex (New York NY: 1991) source
The Introduction links the orbitofrontal component of the vmPFC to ADHD, and the Discussion reports reduced ventral-striatal reward responses in ADHD samples. The Discussion mentions the nucleus accumbens only in a study of patients with vmPFC lesions, not ADHD; our copy does not explicitly propose the specific nucleus accumbens–orbitofrontal circuit described in the claim. Page numbers were not provided. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites [25] Albaugh, 2017, Inattention and reaction time variability are linked to ventromedial prefrontal volume in adolescents, Biol Psychiatry source
The Introduction reports ADHD-related abnormalities in the basal ganglia and prefrontal cortex, and the Results link ADHD symptoms to orbital lateral prefrontal volume (page numbers unavailable). The paper does not identify a second fronto-striatal circuit involving the nucleus accumbens and orbitofrontal cortex. (LLM, conf=0.79)
Experimental — accuracy not yet measured
The quote only partly states this claim.
Findingown dataADHD+ED group showed decreased RSFC between the right amygdala and the left superior occipital gyrus compared to TDCs (p = 0.009).
“Amy.R—SOG.L | 43 | -20 | -65 | 20 | 3.84 | 0.18 | ADHD+ED< ADHD-ED,TDC”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe ANCOVA among the three groups revealed significant differences in RSFC between the left amygdala and the left cuneus, and between the right amygdala and the left middle occipital gyrus, left superior occipital gyrus, and left postcentral gyrus.
“The ANCOVA test among the three groups revealed significant differences in RSFC values between the left amygdala and the left cuneus, as well as between the right amygdala and the left middle occipital gyrus, left superior occipital gyrus and left postcentral gyrus”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataADHD+ED group showed decreased RSFC between the right amygdala and the left middle occipital gyrus compared to TDCs (p = 0.003).
“Amy.R—MOG.L | 23 | -27.5 | -77.5 | 15 | 7.85 | 0.14 | ADHD+ED< ADHD-ED,TDC”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe ANCOVA among the three groups revealed significant differences in RSFC between the DLPFC and the middle orbital gyrus, precuneus, and triangular inferior frontal gyrus, and between the medial prefrontal cortex and the angular gyrus.
“The ANCOVA test among the three groups revealed significant differences in RSFC values between the dorsolateral prefrontal cortex(DLPFC) and the middle orbital gyrus, precuneus and triangular inferior frontal gyrus, and between the medial prefrontal cortex and the angular gyrus”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataADHD+ED group showed decreased RSFC between the left amygdala and the left cuneus compared to TDCs (p < 0.001).
“Amy.L—CUN.L | 32 | -15 | -67.5 | 22.5 | 7.08 | 0.21 | ADHD+ED, ADHD-ED<TDC”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataADHD+ED group showed decreased RSFC between the right amygdala and the left postcentral gyrus compared to TDCs (p = 0.04).
“Amy.R—PoCG.L | 23 | -37.5 | -40 | 60 | 4.58 | 0.12 | ADHD+ED< ADHD-ED,TDC”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationThe prefrontal cortex and amygdala are integral to emotional processing, regulation, and cognitive control.
“These regions are integral to emotional processing, regulation, and cognitive control (12).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [12] Blakemore, 2008, The social brain in adolescence, Nat Rev Neurosci source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe medial prefrontal cortex is involved in social cognitive processes, including theory of mind and understanding social emotions.
“the medial prefrontal cortex (mPFC) is involved in social cognitive processes, including theory of mind and understanding social emotions (12).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [12] Blakemore, 2008, The social brain in adolescence, Nat Rev Neurosci source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThis study is a cross-sectional study, which limits the reliability of interpreting and verifying the results from a longitudinal dynamic perspective.
“this study is a cross-sectional study, which limits the reliability of interpreting and verifying the results from a longitudinal dynamic perspective.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
Interpretationown dataThese findings may provide theoretical support for early identification of ADHD children with ED and intervention targets for future neuromodulation.
“These findings may provide theoretical support for early identification of ADHD children with ED and intervention targets for future neuromodulation.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisereasoningFew studies have systematically distinguished ADHD patients with and without ED, nor have they thoroughly examined the functional connectivity of key brain regions, such as the prefrontal cortex, in this particular group of ADHD children.
“few studies have systematically distinguished ADHD patients with and without ED, nor have they thoroughly examined the functional connectivity of key brain regions, such as the prefrontal cortex, in this particular group of ADHD children.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe study utilized a relatively modest sample size.
“our study utilized a relatively modest sample size.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationThe amygdala is a central region for emotional responses, particularly in processing negative emotions.
“the amygdala is a central region for emotional responses, particularly in processing negative emotions”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [14] Adolphs, 2005, A mechanism for impaired fear recognition after amygdala damage, Nature source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA fronto-striato-thalamic circuit is involved in the etiology of ADHD, comprising reciprocal connections between the caudate, putamen, thalamus, supplementary motor area, lateral prefrontal cortex, and parietal lobe.
“a fronto-striato-thalamic circuit has been involved in etiology of ADHD, comprising reciprocal connections between the caudate, putamen, thalamus, supplementary motor area, lateral prefrontal cortex, and parietal lobe.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [21] Norman, 2016, Structural and functional brain abnormalities in attention-deficit/hyperactivity disorder and obsessive-compulsive disorder: A comparative meta-analysis, JAMA Psychiatry source
- cites [22] Arnsten, 2012, Neurobiological circuits regulating attention, cognitive control, motivation, and emotion: disruptions in neurodevelopmental psychiatric disorders, J Am Acad Child Adolesc Psychiatry source
Classified as probably not a substantial claim.
Premisenone givenThe neurobiological mechanisms underlying the co-occurrence of ADHD and ED remain poorly understood, particularly in children.
“the neurobiological mechanisms underlying the co-occurrence of ADHD and ED remain poorly understood, particularly in children”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationThe dorsolateral prefrontal cortex is primarily responsible for executive function and emotion regulation.
“the dorsolateral prefrontal cortex (DLPFC) is primarily responsible for executive function and emotion regulation”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [12] Blakemore, 2008, The social brain in adolescence, Nat Rev Neurosci source
May combine two claims.
PremisecitationDysfunction in the prefrontal cortex and amygdala may lead to heightened emotional responses and increased impulsive behavior.
“Dysfunction in the above areas may lead to heightened emotional responses and increased impulsive behavior (13).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [13] Davidson, 2000, Dysfunction in the neural circuitry of emotion regulation–a possible prelude to violence, Sci (New York NY) source
May combine two claims.
Study design and conductown dataThere were no significant differences in gender, age, and intelligence among the ADHD+ED, ADHD-ED, and TDC groups.
“The results showed that there were no significant differences in gender, age and intelligence among the three groups (gender: χ2 = 4.57, p = 0.10, age: F = 1.31, p = 0.27, intelligence: F = 2.21, p = 0.09).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataThirty participants with ADHD and 25 TDC were excluded from further analyses due to excessive head movements (>3.0 mm translation or >3.0 degrees rotation).
“30 participants with ADHD and 25 in TDC were excluded from further analyses due to excessive head movements (>3.0 mm of translation or >3.0 degrees of rotation in any direction).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductown dataPearson correlation analysis used age, IQ, and core ADHD symptoms as covariates.
“Pearson correlation analysis with age, IQ, and core ADHD symptoms as covariates (statistical significance level P < 0.05) was made”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataFunctional connectivity between the DLPFC and the OFC/precuneus as well as the triangular IFG may be involved in ED in ADHD.
“it can be inferred that functional connectivity between the DLPFC and the orbitofrontal cortex (OFC)/precuneus as well as the triangular inferior frontal gyrus(IFG) maybe involved in the ED in ADHD.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductown dataThe ANCOVA used age, intelligence, gender, SNAP-IV scores, and mean FD as nuisance covariates.
“a one-way analysis of covariance (ANCOVA) was conducted in a voxel-wise manner with age, intelligence, gender, SNAP-IV scores, and mean FD as nuisance covariates”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductnone givenThe corrected P value for ANCOVA was set at P < 0.05 using the Gaussian random field (GRF) method (voxel P < 0.001, cluster P < 0.05, two-tailed).
“The corrected P value for ANCOVA was set at P < 0.05 using the Gaussian random field (GRF) method (voxel P value < 0.001, cluster P value < 0.05, two-tailed).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThis fronto-striato-thalamic circuit is critical to executive functions, including working memory and inhibitory control, known to be impaired in ADHD.
“This circuit is critical to executive functions, including working memory and inhibitory control, known to be impaired in ADHD (21, 22).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [21] Norman, 2016, Structural and functional brain abnormalities in attention-deficit/hyperactivity disorder and obsessive-compulsive disorder: A comparative meta-analysis, JAMA Psychiatry source
- cites [22] Arnsten, 2012, Neurobiological circuits regulating attention, cognitive control, motivation, and emotion: disruptions in neurodevelopmental psychiatric disorders, J Am Acad Child Adolesc Psychiatry source
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Precuneus connectivity is ordered oppositely for ADHD+ED and controls
MajorTable 2 places TDCs above ADHD+ED for this connection, whereas the Results describe increased connectivity in ADHD+ED relative to TDCs.
“| SFGdor.L—PCUN.L | 26 | -2.5 | -65 | 27.5 | 12.43 | 0.25 | ADHD-ED< ADHD+ED<TDC |”
“the ADHD+ED group had significantly increased RSFC values between the DLPFC and the middle orbital gyrus (p = 0.007) and the precuneus (p = 0.008), had decreased RSFC values between the DLPFC and the triangular inferior frontal gyrus (p = 0.04) compared to the ADHD-ED and TDCs groups”
The DLPFC-orbitofrontal correlation has two reported results
MajorThe Abstract and Results give different correlation coefficients and p-values for the association between this connectivity and ED severity in the ADHD+ED group.
“RSFC between the DLPFC and OFC was found to be negatively correlated with ED symptom severity in the ADHD with ED group (r = -0.32, p = 0.005)”
“the RSFC between the “DLPFC” and the “middle orbital gyrus” was negatively correlated with ED scores in the ADHD+ED group (r = -0.29, p = 0.016)”
Orbitofrontal connectivity is ordered oppositely for ADHD+ED and controls
MajorTable 2 places the TDC group above the ADHD+ED group for this connection. The Results instead say ADHD+ED has increased connectivity relative to TDCs.
“| SFGdor.L—ORBmid.R | 14 | 2.5 | 57.5 | -12.5 | 12.73 | 0.25 | ADHD-ED< ADHD+ED<TDC |”
“the ADHD+ED group had significantly increased RSFC values between the DLPFC and the middle orbital gyrus (p = 0.007) and the precuneus (p = 0.008), had decreased RSFC values between the DLPFC and the triangular inferior frontal gyrus (p = 0.04) compared to the ADHD-ED and TDCs groups”
Inferior frontal connectivity is ordered oppositely for ADHD+ED and controls
MajorTable 2 places ADHD+ED above TDCs for this connection, but the Results state that ADHD+ED has decreased connectivity relative to TDCs.
“| SFGdor.R—IFGtriang.L | 16 | -35 | 20 | 25 | 13.34 | 0.29 | ADHD-ED> ADHD+ED>TDC |”
“the ADHD+ED group had significantly increased RSFC values between the DLPFC and the middle orbital gyrus (p = 0.007) and the precuneus (p = 0.008), had decreased RSFC values between the DLPFC and the triangular inferior frontal gyrus (p = 0.04) compared to the ADHD-ED and TDCs groups”
Figure 3 significance label conflicts with the reported p-value
MinorThe Results report p = 0.016 for the DLPFC-middle orbital gyrus correlation, while the caption labels that correlation p < 0.01 after Bonferroni correction.
“the RSFC between the “DLPFC” and the “middle orbital gyrus” was negatively correlated with ED scores in the ADHD+ED group (r = -0.29, p = 0.016)”
“A negative correlation was observed between the functional connectivity values between the dorsolateral superior frontal gyrus and the orbitofrontal cortex and ED severity, **p < 0.01, Bonferroni-corrected.”
Cites
The worldwide prevalence of ADHD: a systematic review and metaregression analysis
Polanczyk, G., de Lima, M. S., Horta, B. L., Biederman, J., & Rohde, L. A. (2007) · American Journal of Psychiatry · doi:10.1176/ajp.2007.164.6.942 · Cited by 5,346 · see citing works
DPABI: Data Processing & Analysis for (Resting-State) Brain Imaging
Yan, C., Wang, X., Zuo, X., & Zang, Y. (2016) · Neuroinformatics · doi:10.1007/s12021-016-9299-4 · Cited by 3,906 · see citing works
The social brain in adolescence
Blakemore, S.-J. (2008) · Nature Reviews Neuroscience · doi:10.1038/nrn2353 · Cited by 1,896 · see citing works
Dysfunction in the neural circuitry of emotion regulation–a possible prelude to violence
Davidson, R. J., Putnam, K. M., & Larson, C. L. (2000) · Science · doi:10.1126/science.289.5479.591 · Cited by 1,894 · see citing works
A mechanism for impaired fear recognition after amygdala damage
Adolphs, R., Gosselin, F., Buchanan, T. W., Tranel, D., Schyns, P., & Damasio, A. R. (2005) · Nature · doi:10.1038/nature03086 · Cited by 1,331 · see citing works
Emotion Dysregulation in Attention Deficit Hyperactivity Disorder
Shaw, P., Stringaris, A., Nigg, J., & Leibenluft, E. (2014) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2013.13070966 · Cited by 1,232 · see citing works
Arnsten, A. F. T., & Rubia, K. (2012) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2012.01.008 · Cited by 568 · see citing works
Barkley, R. A., & Fischer, M. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2010.01.019 · Cited by 479 · see citing works
Barkley, R. A., & Fischer, M. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-201005000-00011 · Cited by 479 · see citing works
Norman, L. J., Carlisi, C., Lukito, S., Hart, H., Mataix-Cols, D., Radua, J., & Rubia, K. (2016) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2016.0700 · Cited by 426 · see citing works
Plichta, M. M., & Scheres, A. (2014) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.07.012 · Cited by 424 · see citing works
Gau, S. S., Shang, C., Liu, S., Lin, C., Swanson, J. M., Liu, Y., & Tu, C. (2008) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.237 · Cited by 375 · see citing works
Attention-deficit/hyperactivity disorder
Faraone, S. V., Bellgrove, M. A., Brikell, I., Cortese, S., Hartman, C. A., Hollis, C., Newcorn, J. H., Philipsen, A., Polanczyk, G. V., Rubia, K., et al. (2024) · Nature Reviews Disease Primers · doi:10.1038/s41572-024-00495-0 · Cited by 355 · see citing works
Functional brain imaging studies of youth depression: A systematic review
Kerestes, R., Davey, C. G., Stephanou, K., Whittle, S., & Harrison, B. J. (2013) · NeuroImage Clinical · doi:10.1016/j.nicl.2013.11.009 · Cited by 307 · see citing works
Whole brain functional connectivity in the early blind
Liu, Y., Yu, C., Liang, M., Li, J., Tian, L., Zhou, Y., Qin, W., Li, K., & Jiang, T. (2007) · Brain · doi:10.1093/brain/awm121 · Cited by 273 · see citing works
Skirrow, C., & Asherson, P. (2013) · Journal of Affective Disorders · doi:10.1016/j.jad.2012.10.011 · Cited by 230 · see citing works
Hirsch, O., Chavanon, M., Riechmann, E., & Christiansen, H. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2018.02.007 · Cited by 190 · see citing works
Surman, C. B. H., Biederman, J., Spencer, T., Miller, C. A., McDermott, K. M., & Faraone, S. V. (2013) · ADHD Attention Deficit and Hyperactivity Disorders · doi:10.1007/s12402-012-0100-8 · Cited by 155 · see citing works
Evidence of emotion dysregulation as a core symptom of adult ADHD: A systematic review
Soler-Gutiérrez, A.-M., Pérez-González, J.-C., & Mayas, J. (2023) · PLOS ONE · doi:10.1371/journal.pone.0280131 · Cited by 152 · see citing works
Hulvershorn, L. A., Mennes, M., Castellanos, F. X., Di Martino, A., Milham, M. P., Hummer, T. A., & Roy, A. K. (2014) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2013.11.012 · Cited by 138 · see citing works
Biederman, J., Spencer, T., Lomedico, A., Day, H., Petty, C. R., & Faraone, S. V. (2012) · Psychological Medicine · doi:10.1017/s0033291711001644 · Cited by 78 · see citing works
Bralten, J., Greven, C. U., Franke, B., Mennes, M., Zwiers, M. P., Rommelse, N. N. J., Hartman, C., van der Meer, D., O’Dwyer, L., Oosterlaan, J., et al. (2016) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.140377 · Cited by 66 · see citing works
Albaugh, M. D., Orr, C., Chaarani, B., Althoff, R. R., Allgaier, N., D’Alberto, N., Hudson, K., Mackey, S., Spechler, P. A., Banaschewski, T., et al. (2017) · Biological Psychiatry · doi:10.1016/j.biopsych.2017.01.003 · Cited by 63 · see citing works
Li, W., Cui, H., Zhu, Z., Kong, L., Guo, Q., Zhu, Y., Hu, Q., Zhang, L., Li, H., Li, Q., et al. (2016) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2016.00549 · Cited by 61 · see citing works
Wang, W., Hou, J., Qian, S., Liu, K., Li, B., Li, M., Peng, Z., Xin, K., & Sun, G. (2016) · Neuroscience Letters · doi:10.1016/j.neulet.2016.05.005 · Cited by 57 · see citing works
Dun, Y., Li, Q.-R., Yu, H., Bai, Y., Song, Z., Lei, C., Li, H., Gong, J., Mo, Y., Li, Y., et al. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.08.062 · Cited by 40 · see citing works
Ben-Dor Cohen, M., Eldar, E., Maeir, A., & Nahum, M. (2021) · Health and Quality of Life Outcomes · doi:10.1186/s12955-021-01904-8 · Cited by 35 · see citing works
Lee, C. A., Milich, R., Lorch, E. P., Flory, K., Owens, J. S., Lamont, A. E., & Evans, S. W. (2018) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12835 · Cited by 33 · see citing works
Biederman, J., DiSalvo, M., Woodworth, K. Y., Fried, R., Uchida, M., Biederman, I., Spencer, T. J., Surman, C., & Faraone, S. V. (2020) · European Psychiatry · doi:10.1192/j.eurpsy.2019.11 · Cited by 31 · see citing works
Ventromedial prefrontal volume in adolescence predicts hyperactive/inattentive symptoms in adulthood
Albaugh, M. D., Ivanova, M., Chaarani, B., Orr, C., Allgaier, N., Althoff, R. R., D’ Alberto, N., Hudson, K., Mackey, S., Spechler, P. A., et al. (2019) · Cerebral Cortex · doi:10.1093/cercor/bhy066 · Cited by 24 · see citing works
Suk, J.-W., Blair, R. J. R., Vaughan, B., Lerdahl, A., Garvey, W. F., Edwards, R., Leibenluft, E., & Hwang, S. (2023) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2023.1204574 · Cited by 7 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Amiri, D., Briziarelli, L., Shah, S. J., Amiri, S., Vakili, A. Z., & Nadoushan, A. H. J. (2026) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2026.1830766 · Cited by 1 · see citing works
- Authors
- Li, S., Luo, T., Wang, M., Situ, M., Liu, P., & Huang, Y.
- Affiliations
- Sichuan University (CN)
- Corresponding author
- Huang, Yi
- Venue
- Frontiers in Psychiatry
- Publisher
- Frontiers Media SA
- Published
- 2025-11-27
- Volume
- 16
- Pages
- 1700693-1700693
- ISSN
- 1664-0640 (ISSN-L)
- PMC
- PMC12696573
- OpenAlex
- W4416765380
- Semantic Scholar
- 39c1945628fa07362ea6ed864aaa5ee668ead803
- Cited by
- 1
- References
- 30
- Citations by year
- 2026: 1
- FWCI
- 0.68
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Psychiatry (publishedVersion, cc-by)
- PubMed (publishedVersion)
- PubMed Central (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Department of Science and Technology of Sichuan Province
- Sichuan University
- National Key Research and Development Program of China
- West China Hospital, Sichuan University
- 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 › Neural and Behavioral Psychology Studies
- Keywords
- attention deficit hyperactivity disorder, emotional dysregulation, resting-state functional connectivity, dorsolateral prefrontal cortex, orbitofrontal cortex, amygdala, precuneus, inferior frontal gyrus, occipital cortex, symptom severity, children
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.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-29.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-29.
Cited sources are checked by gpt-6-sol.
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