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Background Perinatal depression carries adverse effects on maternal health and child development, but genetic underpinnings remain unclear. We investigated the polygenic risk of perinatal depressive symptoms. Methods About 742 women from the prospective Prediction and Prevention of Pre‐eclampsia and Intrauterine Growth Restriction cohort were genotyped and completed the Center for Epidemiologic Studies Depression scale 14 times during the prenatal period and twice up to 12 months postpartum. Polygenic risk scores for major depressive disorder, bipolar disorder, schizophrenia, and cross‐disorder were calculated using multiple p‐value thresholds. Results Polygenic risk scores for major depressive disorder, schizophrenia, and cross‐disorder, but not bipolar disorder, were associated with higher prenatal and postpartum depressive symptoms (0.8%–1% increase per one standard deviation increase in polygenic risk scores). Prenatal depressive symptoms accounted for and mediated the associations between the polygenic risk scores and postpartum depressive symptoms (effect size proportions‐mediated: 52.2%–88.0%). Further, the polygenic risk scores were associated with 1.24–1.45‐fold odds to belong to the group displaying consistently high compared with consistently low depressive symptoms through out the prenatal and postpartum periods. Conclusions Polygenic risk scores for major depressive disorder, schizophrenia, and cross‐disorder in non‐perinatal populations generalize to perinatal depressive symptoms and may afford to identify women for timely preventive interventions.

Whether infant regulatory behavior problems already in the first month of life indicate an increased risk of childhood neurobehavioral problems, and whether maternal depression in the postpartum and early childhood underpins these associations remain unclear. Altogether, 2049–2364 mothers from the Prediction and Prevention of Pre-eclampsia and Intrauterine Growth Restriction (PREDO) study completed the Neonatal Perception Inventory on regulatory behavior problems at the infant’s age of 15.6 days (SD 3.2, range 1–30), the Infant Behavior Questionnaire-Revised on temperament at 6.5 months (SD 0.9, range 4.2–12.4), and the Ages and Stages Questionnaire-3 on developmental milestones and the Child Behavior Checklist on behavioral problems at 3.5 years (SD 0.7, range 1.9–6.0). Maternal depressive symptoms were measured by the Center for Epidemiological Studies Depression Scale (infancy follow-ups) and Beck Depression Inventory-II (childhood follow-up). Father-rated infant temperament and paternal depressive symptoms were also available ( n = 1474). Higher levels of infant regulatory behavior problems predicted higher levels of mother- and father-rated negative affectivity temperament (0.13 SD units per SD unit, 95% confidence interval 0.09–0.17; and 0.09, 0.04–0.14, respectively), lower levels of mother-rated orienting/regulation temperament (− 0.09, − 0.13 to − 0.05) and problem-solving skills (− 0.12, − 0.21 to − 0.04), and higher levels of Externalizing (0.07, 0.03–0.11) and Total behavioral problems (0.07, 0.03–0.11). Regulatory behaviors partially mediated the effect of maternal depressive symptoms. Regulatory behavior problems already during the first month of life predict neurobehavioral outcomes, and partially mediate the effect of maternal depressive symptoms. Our study may inform design of interventions aimed at timely prevention in children at risk. Electronic supplementary material The online version of this article (10.1007/s00787-018-1243-8) contains supplementary material, which is available to authorized users.

a b s t r a c tWe examined associations between APOE major isoforms, rs405509 promoter and rs440446 intron-1 polymorphisms, and nonpathologic cognitive aging. Men from the Helsinki Birth Cohort Study took the Finnish Defence Forces Basic Intellectual Ability Test twice, at age 20.1 (n ¼ 404) and 67.6 years (n ¼ 247). APOE major isoforms did not associate with cognitive ability. In the APOE major isoform-adjusted analyses, the number of rs405509 minor alleles was associated with a higher cognitive ability total and verbal, arithmetic, and visuospatial subtest scores at 67.6 years (p-values < 0.004). In the analyses of cognitive change, the visuospatial subtest score increased across time in rs440446 minor allele carriers but decreased in noncarriers (p ¼ 0.007). Associations in the APOE major isoformestratified analyses were significant in the APOE ε3/3 homozygotes only. The APOE locus harbors additional modifying alleles, independent of APOE major isoforms that are associated with better preserved general cognitive ability in nondemented elderly men and change in visuospatial ability across 5 decades. These results suggest that at least 2 distinct mechanisms link the APOE locus with cognitive ability.

Biallelic loss-of-function mutations in TYROBP and TREM2 cause a rare disease that resembles early-onset frontotemporal dementia with bone lesions called polycystic lipomembranous osteodysplasia with sclerosing leukoencephalopathy (PLOSL). Some PLOSL-causing variants in TREM2 have also been associated with Alzheimer's disease when heterozygous. Here, we studied the PLOSLTYROBP deletion that covers 4 of the gene's 5 exons. We genotyped 3220 older Finns (mean age 79, range 58-104) and found 11 deletion carriers (mean age 78, range 60-94). The carrier prevalence was 0.0034 (1 in 293) that matches previous findings in younger cohorts suggesting no significant early mortality. By comparing Mini-Mental State Examination (MMSE) scores and diagnoses of dementia, we did not find any significant differences between TYROBP deletion carriers and noncarriers (all p-values >0.5). Neuropathological analysis of 2 deletion carriers (aged 89 and 94 years) demonstrated only minimal beta amyloid pathology (Consortium to Establish a Registry for Alzheimer's Disease (CERAD) score 0). Collectively these results suggest that heterozygous carriership of the TYROBP deletion is not a major risk factor of cognitive impairment.