| Literature DB >> 34086035 |
Gal Shoval1,2, Elina Visoki3,4, Tyler M Moore4,5, Grace E DiDomenico3,4, Stirling T Argabright3,4, Nicholas J Huffnagle3,4, Aaron F Alexander-Bloch3,4,5, Rebecca Waller4,6, Luke Keele7, Tami D Benton3,4,5, Raquel E Gur3,4,5, Ran Barzilay3,4,5.
Abstract
Importance: Childhood suicidality (ie, suicidal ideation or attempts) rates are increasing, and attention-deficit/hyperactivity disorder (ADHD) and externalizing symptoms are common risk factors associated with suicidality. More data are needed to describe associations of ADHD pharmacotherapy with childhood suicidality. Objective: To investigate the associations of ADHD pharmacotherapy with externalizing symptoms and childhood suicidality. Design, Setting, and Participants: In this cohort study, cross-sectional and 1-year-longitudinal associations were examined using data (collected during 2016-2019) from the Adolescent Brain Cognitive Development (ABCD) Study, a large, diverse US sample of children aged 9 to 11 years. Data analysis was performed from November to December 2020. Exposures: Main and interaction associations of externalizing symptoms (hyperactivity ADHD symptoms, oppositional defiant, and conduct disorder symptoms) and ADHD medication treatment (methylphenidate and amphetamine derivatives, α-2-agonists, and atomoxetine) at baseline assessment. Main Outcomes and Measures: Child-reported suicidality (past and present at baseline; current at longitudinal assessment). Covariates were age, sex, race/ethnicity, parents' education, marital status, and concomitant child psychiatric pharmacotherapy (antidepressants and antipsychotics).Entities:
Mesh:
Year: 2021 PMID: 34086035 PMCID: PMC8178707 DOI: 10.1001/jamanetworkopen.2021.11342
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Sample Sociodemographic and Clinical Characteristics
| Characteristic | Baseline, participants, No. (%) | 1-y Follow-up, participants, No. (%) | |||||
|---|---|---|---|---|---|---|---|
| Total sample (n = 11 878) | Suicidality (n = 1040) | Control (n = 10 764) | Current suicidality (n = 198) | Control (n = 10 879) | |||
| Age at assessment, mean (SD), y | 9.9 (0.6) | 9.9 (0.6) | 9.9 (0.6) | .60 | 10.9 (0.6) | 10.9 (0.6) | .51 |
| Sex | |||||||
| Male | 6196 (52.2) | 603 (58.0) | 5559 (51.6) | <.001 | 96 (48.5) | 5702 (52.4) | .27 |
| Female | 5682 (47.8) | 437 (42.0) | 5205 (48.4) | 102 (51.2) | 5177 (47.6) | ||
| Race/ethnicity | |||||||
| White | 8805 (74.1) | 759 (73.0) | 7995 (74.3) | .36 | 129 (65.2) | 8219 (75.5) | .001 |
| Black | 2518 (21.2) | 239 (23.0) | 2261 (21.0) | .14 | 62 (31.3) | 2174 (20.0) | <.001 |
| Asian | 752 (6.3) | 69 (6.6) | 676 (6.3) | .65 | 12 (6.1) | 700 (6.4) | .83 |
| Hispanic | 2411 (20.3) | 196 (19.1) | 2196 (20.7) | .24 | 49 (25.1) | 2145 (20.0) | .07 |
| Parents’ education, mean (SD), y | 16.4 (2.7) | 16.4 (2.6) | 16.4 (2.7) | .90 | 15.9 (3.0) | 16.5 (2.7) | .003 |
| Parents married | 7991 (66.9) | 649 (62.4) | 7297 (67.8) | <.001 | 116 (58.6) | 7474 (68.7) | .003 |
| Parents divorced or separated | 1546 (13.0) | 166 (16.0) | 1371 (12.7) | .003 | 31 (15.7) | 1381 (12.7) | .21 |
| Externalizing symptoms, mean (SD), No. | 4.3 (5.8) | 6.6 (6.7) | 4.1 (5.6) | <.001 | 6.3 (6.7) | 4.2 (5.7) | <.001 |
| Any externalizing diagnosis | 3255 (27.4) | 430 (41.7) | 2812 (26.4) | <.001 | 74 (38.1) | 2936 (27.3) | <.001 |
| ADHD diagnosis | 2550 (25.5) | 341 (33.1) | 2198 (20.6) | <.001 | 60 (30.9) | 2298 (21.4) | .001 |
| Oppositional defiance disorder diagnosis | 1667 (14.0) | 245 (23.8) | 1418 (13.3) | <.001 | 40 (20.6) | 1491 (13.9) | .007 |
| Conduct disorder diagnosis | 375 (3.2) | 66 (6.4) | 306 (2.9) | <.001 | 13 (6.7) | 320 (3.0) | .003 |
| ADHD medications | |||||||
| Any | 1006 (8.5) | 136 (13.1) | 863 (8.0) | <.001 | 28 (14.1) | 912 (8.4) | .004 |
| Methylphenidate | 541 (4.6) | 72 (6.9) | 467 (4.3) | <.001 | 17 (8.6) | 495 (4.6) | .007 |
| Amphetamine | 363 (3.1) | 43 (4.1) | 317 (2.9) | .03 | 6 (3.0) | 324 (3.0) | .97 |
| α-2-Agonists | 243 (2.0) | 35 (3.4) | 205 (1.9) | .001 | 5 (2.5) | 217 (2.0) | .60 |
| Atomoxetine | 47 (0.4) | 10 (1.0) | 37 (0.3) | .002 | 3 (1.5) | 43 (0.4) | .02 |
| Other psychiatric medications | |||||||
| Any | 273 (2.3) | 77 (7.4) | 194 (1.8) | <.001 | 8 (4.0) | 246 (2.3) | .10 |
| Antidepressants | 224 (1.9) | 65 (6.3) | 158 (1.5) | <.001 | 7 (3.5) | 203 (1.9) | .09 |
| Antipsychotics | 71 (0.6) | 20 (1.9) | 50 (0.5) | <.001 | 1 (0.5) | 64 (0.6) | .88 |
Abbreviation: ADHD, attention-deficit/hyperactivity disorder.
Follow-up data were available for 11 077 participants (6.74% missing data of the baseline sample).
For all variables, missing data rate was less than 1.27% (151 participants of the 11 878 participants at baseline Adolescent Brain Cognitive Development Study assessment).
P values were calculated with t test and χ2 test for continuous and binary measures, respectively.
Association of ADHD Medication Use With Externalizing Symptoms and Suicidality Reported at Baseline Adolescent Brain Cognitive Development Study Assessment
| Variable | Adjusted model 1 | Adjusted model 2 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| B | SE | Wald | OR (95% CI) | B | SE | Wald | OR (95% CI) | |||
| Externalizing symptoms | 0.29 | 0.03 | 97.51 | 1.34 (1.26-1.42) | <.001 | 0.21 | 0.03 | 45.94 | 1.23 (1.16-1.31) | <.001 |
| Any ADHD medication | 0.27 | 0.11 | 5.97 | 1.32 (1.06-1.64) | .01 | 0.13 | 0.12 | 1.33 | 1.14 (0.91-1.43) | .25 |
| Externalizing by ADHD medications | −0.25 | 0.09 | 8.36 | 0.78 (0.66-0.92) | .004 | −0.18 | 0.09 | 4.22 | 0.83 (0.7-0.99) | .04 |
| Female sex | −0.11 | 0.07 | 2.64 | 0.89 (0.78-1.02) | .10 | 0.08 | 0.07 | 1.13 | 1.08 (0.94-1.24) | .29 |
| Black race | 0 | 0.12 | 0 | 1 (NA) | .99 | −0.11 | 0.12 | 0.89 | 0.89 (0.71-1.13) | .35 |
| Asian race | 0.16 | 0.14 | 1.32 | 1.17 (0.89-1.54) | .25 | 0.15 | 0.14 | 1.06 | 1.16 (0.88-1.53) | .30 |
| Hispanic ethnicity | −0.02 | 0.09 | 0.04 | 0.98 (0.82-1.18) | .84 | 0.02 | 0.10 | 0.05 | 1.02 (0.85-1.23) | .83 |
| Parents divorced or separated | 0.12 | 0.12 | 1.00 | 1.13 (0.89-1.42) | .32 | 0.10 | 0.12 | 0.69 | 1.11 (0.87-1.40) | .41 |
| Receiving antidepressant or antipsychotic medication | 1.05 | 0.16 | 43.37 | 2.85 (2.09-3.89) | <.001 | 1.10 | 0.16 | 44.98 | 2.99 (2.17-4.12) | <.001 |
| Family conflict | NA | NA | NA | NA | NA | 0.17 | 0.02 | 104.30 | 1.18 (1.15-1.22) | <.001 |
| Weekend screen use | NA | NA | NA | NA | NA | 0.04 | 0.01 | 22.75 | 1.04 (1.03-1.06) | <.001 |
| Parental supervision | NA | NA | NA | NA | NA | −0.36 | 0.06 | 31.44 | 0.70 (0.62-0.79) | <.001 |
| Positive school involvement | NA | NA | NA | NA | NA | −0.09 | 0.01 | 45.82 | 0.91 (0.89-0.94) | <.001 |
Abbreviations: ADHD, attention-deficit/hyperactivity disorder; NA, not applicable; OR, odds ratio; SE, standard error.
Model 1 included age, parents’ education, parents’ marital status (married vs not), and race (White, Black, Asian, or other [ie, American Indian, Native Hawaiian, and a category reported by participants as other]) and Hispanic ethnicity.
Model 2 is similar to model 1 in addition to the 4 risk and protective factors described previously[34]: family conflict, weekend screen time, parental supervision, and positive school involvement.
To improve interpretability of externalizing symptoms main association, ADHD medication variable was regressed out of the sum of externalizing symptoms (resulting in a z score), such that the obtained OR reflect a change in odds for a change in 1 SD of externalizing symptoms.
Interaction term was introduced in a separate model.
Figure. Association of Attention-Deficit/Hyperactivity Disorder (ADHD) Medications With Externalizing Symptoms and Baseline Suicidality in Adolescent Brain Cognitive Development Study Participants
Scatter plots and linear regression lines show estimated probabilities of baseline suicidality in 11 161 children not receiving antidepressant (AD) or antipsychotic (AP) medication (A) and 259 children receiving AD or AP medication (B). Externalizing symptoms included ADHD hyperactivity symptoms, oppositional defiant disorder symptoms, and conduct disorder symptoms.
Association of Baseline ADHD Medication Use With Baseline Externalizing Symptoms and Report of Current Suicidality at 1-Year Follow-up
| Variable | Model 1 | Model 2 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| B | SE | Wald | OR (95%CI) | B | SE | Wald | OR (95%CI) | |||
| Externalizing symptoms | 0.2 | 0.07 | 8.77 | 1.22 (1.07-1.39) | .003 | 0.12 | 0.07 | 3.13 | 1.13 (0.99-1.29) | .08 |
| Any ADHD medication | 0.61 | 0.23 | 7.18 | 1.84 (1.18-2.88) | .007 | 0.44 | 0.23 | 3.59 | 1.56 (0.99-2.45) | .06 |
| Externalizing by ADHD medications | −0.34 | 0.18 | 3.53 | 0.71 (0.50-1.01) | .03 | −0.29 | 0.19 | 2.48 | 0.75 (0.52-1.07) | .06 |
Abbreviations: ADHD, attention-deficit/hyperactivity disorder; OR, odds ratio; SE, standard error.
Binary logistic regression model with current suicidality at 1-year follow-up assessment as the dependent variable, testing main association and interaction of baseline externalizing symptom count and ADHD medication (binary variable). Model covaried for age, parents’ education, marital status, race (White, Black, Asian, or other [ie, American Indian, Native Hawaiian, and a category reported by participants as other]), Hispanic ethnicity, time between baseline and follow-up assessment, and suicidality at baseline assessment.
Model 2 is similar to 1 in addition to the 4 risk and protective factors described previously in ABCD: family conflict, weekend screen time, parental supervision, and positive school involvement.[34]
One-tailed test for the interaction association based on anticipated direction of medication protective association, as observed in cross-sectional model findings, and based on a preregistered hypothesis for protective association of ADHD medication in children with high externalizing symptoms.
To improve interpretability of externalizing symptoms main association, ADHD medication variable was regressed out of the sum of externalizing symptoms (resulting in a z score), hence that the obtained OR reflect a change in odds for a change in 1 SD of externalizing symptoms.
Interaction term was introduced in a separate model.
Matched Comparison of Children With High Externalizing Symptoms Receiving ADHD Medications Compared With Controls
| Comparison | Participants, No. (%) | |||||||
|---|---|---|---|---|---|---|---|---|
| Not receiving AD or AP medications (n = 11 590) | Receiving AD or AP medications (n = 271) | |||||||
| Not receiving ADHD medications | Receiving ADHD medications | RR (95% CI) | Not receiving ADHD medications | Receiving ADHD medications | RR (95% CI) | |||
| >1 SD and above (≥10 symptoms) ( | 391 (100.00) | 391 (100.00) | NA | NA | 40 (100.00) | 40 (100.00) | NA | NA |
| Cases of baseline suicidality | 65 (16.60) | 58 (14.80) | 0.89 (0.64-1.24) | .25 | 15 (38.00) | 13 (32.50) | 0.87 (0.48-1.58) | .32 |
| Cases of 1-y suicidality | 66 (16.90) | 51 (13.00) | 0.77 (0.55-1.08) | .07 | 12 (30.00) | 10 (25.00) | 0.83 (0.41-1.70) | .31 |
| >2 SD and above (≥16 symptoms) | 221 (100.00) | 221 (100.00) | NA | NA | 23 (100.00) | 23 (100.00) | NA | NA |
| Cases of baseline suicidality | 44 (19.90) | 32 (14.50) | 0.73 (0.48-1.02) | .07 | 8 (34.80) | 4 (17.40) | 0.5 (0.17-1.43) | .10 |
| Cases of 1-y suicidality | 41 (18.60) | 25 (11.30) | 0.61 (0.38-0.97) | .02 | 6 (21.60) | 4 (17.40) | 0.67 (0.22-2.05) | .24 |
| >3 SD and above (≥22 symptoms) | 35 (100.00) | 35 (100.00) | NA | NA | NA | NA | NA | NA |
| Cases of baseline suicidality | 6 (17.10) | 1 (2.90) | 0.17 (0.02-1.31) | .04 | NA | NA | NA | NA |
| Cases of 1-y suicidality | 5 (14.30) | 1 (2.90) | 0.2 (0.02-1.63) | .07 | NA | NA | NA | NA |
Abbreviations: AD, antidepressants; ADHD, attention-deficit/hyperactivity disorder; AP, antipsychotics; RR, relative risk.
Participants receiving ADHD medications were matched to children not receiving ADHD on multiple parameters, including age, sex, race, ethnicity, parents’ education and marital status, family conflict, parental supervision, weekend screen time, and positive school involvement.
ADHD medications included methylphenidate and amphetamine derivatives, α-2 agonists, and atomoxetine.
Uncorrected 1-sided test confirming preregistered hypothesis and adjusted regression models.
Symptoms included ADHD hyperactivity symptoms, oppositional defiant disorder symptoms, and conduct disorder symptoms, as in adjusted regression models.
Suicidality cases were defined as endorsement of past or current suicidal ideation or attempt.
Total participants in this group included 32 participants of whom only 7 participants did not receive ADHD medication; therefore, no statistical test was conducted on this group.