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Sex, Neural Networks, and Behavioral Symptoms Among Adolescents With Multisite Pain.

作者信息

Hidalgo-Lopez Esmeralda, Smith Tristin, Angstadt Mike, Becker Hannah C, Schrepf Andrew, Clauw Daniel J, Harte Steven E, Heitzeg Mary M, Mindell Jodi A, Kaplan Chelsea M, Beltz Adriene M

机构信息

Department of Psychology, University of Michigan, Ann Arbor.

Chronic Pain and Fatigue Research Center, University of Michigan Medical School, Ann Arbor.

出版信息

JAMA Netw Open. 2025 Apr 1;8(4):e255364. doi: 10.1001/jamanetworkopen.2025.5364.


DOI:10.1001/jamanetworkopen.2025.5364
PMID:40238096
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12004202/
Abstract

IMPORTANCE: Multisite pain disproportionately affects females starting in adolescence and is associated with central nervous system dysregulation. Understanding the heterogeneity of underlying neural networks and behavioral symptoms is essential. OBJECTIVE: To characterize sex-related resting-state neural networks and co-occurring symptoms, including sleep and behavioral problems, in youth with multisite pain. DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional analysis leverages the 2-year follow-up data from the Adolescent Brain and Cognitive Development Study. A total of 684 youth aged 11 to 12 years with multisite pain were compared with 1368 youth with no pain or with regional pain, matched by pubertal status, handedness, and race and ethnicity. Data were collected from July 2018 to February 2021 and released October 2021. Data were analyzed from June 2023 to July 2024. EXPOSURE: Youth-reported number of painful regions during the last month classified into multisite (≥3), regional (1-2), and no pain groups. MAIN OUTCOMES AND MEASURES: Sex-stratified group iterative multiple model estimation was used for sparse network estimation of regions from the salience network (SLN), sensorimotor network (SMN), and default mode network (DMN). Individual within-network and between-network densities were calculated. Symptoms were behavioral problems and sleep disturbances. Sex-stratified differences in network densities and symptoms were examined between groups. Associations between brain networks and co-occurring symptoms were explored. RESULTS: Of 2052 participants (1044 [50.88%] female), mean (SD) pubertal status was 2.23 (0.65) and mean (SD) age was 12.02 (0.66) years; 25 (1.22%) were Asian, 149 (7.26%) were Black, 361 (17.59%) were Hispanic, 1307 (63.69%) were White, and 210 (10.23%) were other race or ethnicity. A total of 1646 participants (80.21%) were right-handed, 100 (4.87%) were left-handed, and 306 (14.91%) were ambidextrous. Multisite pain was associated with lower within-SMN connectivity in male (F2,1005 = 61.40; η2 = 0.11; false discovery rate [FDR] P < .001) and female (F2,1041 = 13.38; η2 = 0.03; FDR P < .001) participants and was associated with greater behavioral problems in male (F2,918 = 28.12; η2 = 0.04; FDR P < .001) and female (F2,945 = 9.12; η2 = 0.02; FDR P < .001) participants compared with the subgroup with no pain. Male participants with multisite pain had heightened DMN-SMN connectivity (F2,1005 = 3.55; η2 = 0.007; FDR P = .04). Female participants with multisite pain had heightened sleep disturbances (F2,1039 = 10.64; η2 = 0.02; FDR P = .002), partially explained by reduced within-SMN connectivity (indirect effect estimate, 0.15; 95% CI, 0.03-0.34). CONCLUSIONS AND RELEVANCE: In this cross-sectional study of 2052 adolescents, sex-related neurophysiological mechanisms were associated with multisite pain. Brain connectivity partially explained the sleep-pain association in female participants only. On replication and evidence of persistence, these findings suggest that female adolescents with pain may especially benefit from interventions targeting sleep disturbances.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a43e/12004202/ce3579a7cb24/jamanetwopen-e255364-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a43e/12004202/dc7ef88dcc56/jamanetwopen-e255364-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a43e/12004202/afaa98b3719a/jamanetwopen-e255364-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a43e/12004202/2123d6cbb610/jamanetwopen-e255364-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a43e/12004202/afd1de3ee841/jamanetwopen-e255364-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a43e/12004202/ce3579a7cb24/jamanetwopen-e255364-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a43e/12004202/dc7ef88dcc56/jamanetwopen-e255364-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a43e/12004202/afaa98b3719a/jamanetwopen-e255364-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a43e/12004202/2123d6cbb610/jamanetwopen-e255364-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a43e/12004202/afd1de3ee841/jamanetwopen-e255364-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a43e/12004202/ce3579a7cb24/jamanetwopen-e255364-g005.jpg

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本文引用的文献

[1]
Deciphering nociplastic pain: clinical features, risk factors and potential mechanisms.

Nat Rev Neurol. 2024-6

[2]
The prevalence of chronic pain in children and adolescents: a systematic review update and meta-analysis.

Pain. 2024-10-1

[3]
Risk Factors for the Development of Multisite Pain in Children.

Clin J Pain. 2023-11-1

[4]
Augmented pain-evoked primary sensorimotor cortex activation in adolescent girls with juvenile fibromyalgia.

Pain. 2023-10-1

[5]
The influence of autoregressive relation strength and search strategy on directionality recovery in group iterative multiple model estimation.

Psychol Methods. 2023-4

[6]
Neurobiological antecedents of multisite pain in children.

Pain. 2022-4-1

[7]
Development and validation of the Collaborative Health Outcomes Information Registry body map.

Pain Rep. 2021-1-15

[8]
Sleep problems increase the risk of musculoskeletal pain in boys but not girls: a prospective cohort study.

Eur J Pediatr. 2020-11

[9]
Identifying reproducible individual differences in childhood functional brain networks: An ABCD study.

Dev Cogn Neurosci. 2019-9-19

[10]
Analysis of sex differences in pre-clinical and clinical data sets.

Neuropsychopharmacology. 2019-12

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