Appendix 1—table 9. Robustness checks based on SNP-specific associations with child’s BMI* and outcomes: SNPs in childhood body size polygenic score.
Inverse-variance weighted | MR-Egger: slope | MR-Egger: intercept | MR-Median | MR-Modal | ||||||
---|---|---|---|---|---|---|---|---|---|---|
For classic MR models | Beta | p | Beta | p | Beta | p | Beta | p | Beta | p |
Depressive symptoms: standardized SMFQ† score | 0.06 | 0.03 | 0.10 | 0.30 | 0.00 | 0.57 | 0.05 | 0.52 | 0.04 | 0.67 |
Anxiety symptoms: standardized SCARED‡ score | –0.02 | 0.40 | 0.01 | 0.90 | 0.00 | 0.66 | –0.02 | 0.74 | –0.01 | 0.95 |
ADHD symptoms: standardized RS-DBD§ score | –0.04 | 0.14 | –0.02 | 0.85 | 0.00 | 0.75 | –0.06 | 0.36 | –0.05 | 0.65 |
ADHD symptoms (inattention): standardized RS-DBD§ score | –0.02 | 0.47 | –0.04 | 0.64 | 0.00 | 0.81 | –0.08 | 0.28 | –0.08 | 0.42 |
ADHD symptoms (hyperactivity): standardized RS-DBD§ score | –0.05 | 0.05 | 0.01 | 0.90 | 0.00 | 0.42 | –0.05 | 0.48 | –0.04 | 0.68 |
Inverse-variance weighted | MR-Egger: slope | MR-Egger: intercept | MR-Median | MR-Modal | ||||||
For within-families MR models | Beta | p | Beta | p | Beta | p | Beta | p | Beta | p |
Depressive symptoms: standardized SMFQ† score | 0.02 | 0.59 | 0.05 | 0.70 | 0.00 | 0.75 | 0.03 | 0.76 | 0.04 | 0.79 |
Anxiety symptoms: standardized SCARED‡ score | 0.02 | 0.60 | 0.07 | 0.64 | 0.00 | 0.69 | 0.04 | 0.66 | 0.05 | 0.74 |
ADHD symptoms: standardized RS-DBD§§ score | –0.02 | 0.53 | 0.09 | 0.49 | 0.00 | 0.35 | –0.01 | 0.94 | 0.03 | 0.85 |
ADHD symptoms (inattention): standardized RS-DBD§ score | –0.04 | 0.28 | 0.06 | 0.65 | 0.00 | 0.41 | –0.04 | 0.68 | 0.01 | 0.95 |
ADHD symptoms (hyperactivity): standardized RS-DBD§ score | 0.00 | 0.98 | 0.11 | 0.43 | 0.00 | 0.39 | 0.02 | 0.80 | 0.06 | 0.67 |
In the main analyses, all coefficients are expressed in terms of S.D. change in symptoms per 5 kg/m2 increase in BMI. In robustness checks, SNP-exposure associations were taken directly from the relevant GWAS. Coefficients above for BMI-outcome associations are therefore on the scale of kg/m2.
Short Mood and Feelings Questionnaire.
Screen for Child Anxiety Related Disorders.
Parent/Teacher Rating Scale for Disruptive Behaviour Disorders.