TY - JOUR
T1 - Multimodal neuroimaging of suicidal thoughts and behaviors in a U.S. population-based sample of school-age children
AU - Vidal-Ribas, Pablo
AU - Janiri, Delfina
AU - Doucet, Gaelle E.
AU - Pornpattananangkul, Narun
AU - Nielson, Dylan M.
AU - Frangou, Sophia
AU - Stringaris, Argyris
N1 - Funding Information:
ABCD consortium investigators designed and implemented this study and/ or provided data but did not necessarily participate in the analysis or writing of this article. This study reflects the views of the authors and may not reflect the opinions or views of NIH or the ABCD consortium investigators. Data used in the preparation of this article were obtained from the Adolescent Brain Cognitive Development (ABCD) study (https://abcdstudy. org), held in the NIMH Data Archive. This is a multisite longitudinal study designed to recruit more than 10,000 children ages 9–10 years and follow them over 10 years into early adulthood. The ABCD study is supported by NIH and additional federal partners (under awards U01DA041022, U01DA041028, U01DA041048, U01DA041089, U01DA041106, U01DA041117, U01DA041120, U01DA041134, U01DA041148, U01DA041156, U01DA041174, U24DA041123, U24DA041147, U01DA041093, and U01DA041025). A full list of supportersisavailableonline(https://abcdstudy.org/federal-partners.html). Alistingofparticipatingsites and a completelistingofthe study investigators are also available online (https://abcdstudy.org/scientists/workgroups).
Funding Information:
Dr. Pornpattananangkul was supported by the Oakley Mental Health Research Foundation. The other authors report no financial relationships with commercial interests.
Funding Information:
Drs. Vidal-Ribas, Janiri, Frangou, and Stringaris contributed equally to this article. Supported by NIMH (grants R01MH113619 and R01 MH116147), the NIMH Intramural Research Program Project (grant ZIA-MH002957 to Dr. Stringaris), and the National Institute on Aging (grant R03AG064001 to Dr. Doucet). The authors thank Dr. Anthony Steven Dick for his advice in implementing and interpreting the equivalence tests. The authors also thank Dr. Stephen E. Gilman for his valuable insight and commentary on this article.
Publisher Copyright:
© 2021 American Psychiatric Association. All rights reserved.
PY - 2021/4
Y1 - 2021/4
N2 - Objective: Suicide deaths and suicidal thoughts and behaviors are considered a public health emergency, yet their underpinnings in the brain remain elusive. The authors examined the classification accuracy of individual, environmental, and clinical characteristics, as well as multimodal brain imaging correlates, of suicidal thoughts and behaviors in a U.S. population-based sample of school-age children. Methods: Children ages 9-10 years (N=7,994) from a population-based sample from the Adolescent Brain Cognitive Development study were assessed for lifetime suicidal thoughts and behaviors. After quality control procedures, structural MRI (N=6,238), resting-state functional MRI (N=4,134), and task-based functional MRI (range, N=4,075-4,608) were examined. Differences with Welch's t test and equivalence tests, with observed effect sizes (Cohen's d) and their 90% confidence intervals,|0.15|, were examined. Classification accuracy was examined with area under precision-recall curves (AUPRCs). Results: Among the 7,994 unrelated children (females, N53,757, 47.0%), those with lifetime suicidal thoughts and behaviors based on child (N5684, 8.6%), caregiver (N5654, 8.2%), and concordant (N5198, 2.5%) reports had higher levels of social adversity and psychopathology, among themselves and their caregivers, compared with never-suicidal children (N56,854, 85.7%). Only one imaging test survived statistical correction: caregiver-reported suicidal thoughts and behaviors were associated with a thinner left bank of the superior temporal sulcus. On the basis of the prespecified bounds of |0.15|, approximately 48% of the group mean differences for child-reported suicidal thoughts and behaviors comparisons and approximately 22% for caregiver-reported suicidal thoughts and behaviors comparisons were considered equivalent. All observed effect sizes were relatively small (d#|0.30|), and both non-imaging and imaging correlates had low classification accuracy (AUPRC #0.10). Conclusions: Commonly applied neuroimaging measures did not reveal a discrete brain signature related to suicidal thoughts and behaviors in youths. Improved approaches to the neurobiology of suicide are critically needed.
AB - Objective: Suicide deaths and suicidal thoughts and behaviors are considered a public health emergency, yet their underpinnings in the brain remain elusive. The authors examined the classification accuracy of individual, environmental, and clinical characteristics, as well as multimodal brain imaging correlates, of suicidal thoughts and behaviors in a U.S. population-based sample of school-age children. Methods: Children ages 9-10 years (N=7,994) from a population-based sample from the Adolescent Brain Cognitive Development study were assessed for lifetime suicidal thoughts and behaviors. After quality control procedures, structural MRI (N=6,238), resting-state functional MRI (N=4,134), and task-based functional MRI (range, N=4,075-4,608) were examined. Differences with Welch's t test and equivalence tests, with observed effect sizes (Cohen's d) and their 90% confidence intervals,|0.15|, were examined. Classification accuracy was examined with area under precision-recall curves (AUPRCs). Results: Among the 7,994 unrelated children (females, N53,757, 47.0%), those with lifetime suicidal thoughts and behaviors based on child (N5684, 8.6%), caregiver (N5654, 8.2%), and concordant (N5198, 2.5%) reports had higher levels of social adversity and psychopathology, among themselves and their caregivers, compared with never-suicidal children (N56,854, 85.7%). Only one imaging test survived statistical correction: caregiver-reported suicidal thoughts and behaviors were associated with a thinner left bank of the superior temporal sulcus. On the basis of the prespecified bounds of |0.15|, approximately 48% of the group mean differences for child-reported suicidal thoughts and behaviors comparisons and approximately 22% for caregiver-reported suicidal thoughts and behaviors comparisons were considered equivalent. All observed effect sizes were relatively small (d#|0.30|), and both non-imaging and imaging correlates had low classification accuracy (AUPRC #0.10). Conclusions: Commonly applied neuroimaging measures did not reveal a discrete brain signature related to suicidal thoughts and behaviors in youths. Improved approaches to the neurobiology of suicide are critically needed.
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U2 - 10.1176/appi.ajp.2020.20020120
DO - 10.1176/appi.ajp.2020.20020120
M3 - Article
C2 - 33472387
AN - SCOPUS:85103588367
SN - 0002-953X
VL - 178
SP - 321
EP - 332
JO - American Journal of Psychiatry
JF - American Journal of Psychiatry
IS - 4
ER -