Table 3.
CNV/Conditions/Traits | Global Signal Adjustment | |||||
---|---|---|---|---|---|---|
Connections | Values | Top-decile Values | p-Value Effect | |||
Positive | Negative | Minimum | Maximum | |||
Psychiatric CNVs | ||||||
1q21.1 DEL | 1 | 11 | −1.07 | 0.62 | 0.44 | .002 |
1q21.1 DUP | 4 | 0 | −0.62 | 0.84 | 0.48 | .002 |
15q11.2 DEL | 1 | 0 | −0.29 | 0.36 | 0.2 | .01 |
16p11.2 DEL | 124 | 149 | −0.98 | 1.67 | 0.57 | <2 × 10−4 |
16p11.2 DUP | 4 | 3 | −1.04 | 0.55 | 0.38 | .002 |
22q11.2 DEL | 4 | 13 | −1.48 | 1 | 0.65 | <2 × 10−4 |
22q11.2 DUP | 0 | 2 | −0.78 | 0.69 | 0.43 | .04 |
Nonpsychiatric CNVs | ||||||
TAR DUP | 0 | 0 | −0.48 | 0.51 | 0.28 | ns |
2q13 DEL | 0 | 0 | −0.15 | 0.19 | 0.11 | ns |
2q13 DUP | 0 | 0 | −0.34 | 0.26 | 0.18 | ns |
13q12.12 DEL | 0 | 0 | −0.54 | 0.5 | 0.34 | ns |
13q12.12 DUP | 0 | 0 | −0.53 | 0.48 | 0.31 | ns |
15q11.2 DUP | 0 | 0 | −0.24 | 0.24 | 0.16 | .04 |
15q13.3 DUP | 0 | 0 | −0.20 | 0.18 | 0.11 | ns |
16p13.11 DUP | 0 | 0 | −0.42 | 0.40 | 0.26 | ns |
Polygenic Score | ||||||
Cross-disorder | 23 | 22 | −0.02 | 0.03 | 0.01 | <2 × 10−4 |
Autism | 3 | 1 | −0.02 | 0.02 | 0.01 | .04 |
Schizophrenia | 30 | 27 | −0.02 | 0.03 | 0.01 | <2 × 10−4 |
Bipolar disorder | 16 | 2 | −0.02 | 0.03 | 0.01 | .002 |
IQ | 74 | 42 | −0.02 | 0.02 | 0.01 | <3 × 10−4 |
Control PRSs | ||||||
Low-density lipoprotein | 0 | 0 | −0.02 | 0.02 | 0.009 | ns |
Chronic kidney disease | 0 | 0 | −0.02 | 0.02 | 0.01 | ns |
Psychiatric Conditions | ||||||
Autism | 51 | 55 | −0.26 | 0.36 | 0.16 | <2 × 10−4 |
Schizophrenia | 221 | 258 | −0.41 | 0.51 | 0.30 | <2 × 10−4 |
Bipolar disorder | 33 | 24 | −0.66 | 0.65 | 0.43 | <2 × 10−4 |
ADHD | 0 | 0 | −0.22 | 0.22 | 0.15 | <2 × 10−4 |
Inflammatory bowel disease | 0 | 0 | −0.16 | 0.16 | 0.11 | ns |
Traits | ||||||
Fluid intelligence | 311 | 281 | −0.04 | 0.04 | 0.02 | <2 × 10−4 |
Neuroticism | 208 | 208 | −0.03 | 0.04 | 0.02 | <2 × 10−4 |
The number of significantly altered connections (false discovery rate–corrected) for each CWAS (n = 29) (eTable 5 in the Supplement). Control PRSs are the non–brain-related PRSs. Connections are the number of positive or negative connections surviving false discovery rate correction. Minimum-maximum are -scored values. Top-decile values are the effect size of genetic risk, conditions, and traits on connectivity defined as the top decile of the 2080 absolute values. The p-value effect is the empirical p value obtained by conducting a permutation test, shuffling the genetic or clinical status labels of the individuals included in each CWAS (5000 permutations). We estimated the empirical p value by calculating the frequency of obtaining an effect size equal to or greater than the original observation.
ADHD, attention-deficit/hyperactivity disorder; CNV, copy number variant; CWAS, connectome-wide association study; DEL, deletion; DUP, duplication; ns, nonsignificant; PRS, polygenic risk score.