L John Horwood’s research while affiliated with University of Otago and other places

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Publications (462)


Chapter 9. Generalized Anxiety Disorder And Major Depression: Common and Reciprocal Causes
  • Chapter

December 2024

D. M. Fergusson

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L. J. Horwood

Shared Genetic Architecture Between Schizophrenia and Anorexia Nervosa: A Cross-trait Genome-Wide Analysis
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  • Full-text available

June 2024

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206 Reads

Schizophrenia Bulletin

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[...]

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Sarah E Bergen

Background and Hypothesis Schizophrenia (SCZ) and anorexia nervosa (AN) are 2 severe and highly heterogeneous disorders showing substantial familial co-aggregation. Genetic factors play a significant role in both disorders, but the shared genetic etiology between them is yet to be investigated. Study Design Using summary statistics from recent large genome-wide association studies on SCZ (Ncases = 53 386) and AN (Ncases = 16 992), a 2-sample Mendelian randomization analysis was conducted to explore the causal relationship between SCZ and AN. MiXeR was employed to quantify their polygenic overlap. A conditional/conjunctional false discovery rate (condFDR/conjFDR) framework was adopted to identify loci jointly associated with both disorders. Functional annotation and enrichment analyses were performed on the shared loci. Study Results We observed a cross-trait genetic enrichment, a suggestive bidirectional causal relationship, and a considerable polygenic overlap (Dice coefficient = 62.2%) between SCZ and AN. The proportion of variants with concordant effect directions among all shared variants was 69.9%. Leveraging overlapping genetic associations, we identified 6 novel loci for AN and 33 novel loci for SCZ at condFDR <0.01. At conjFDR <0.05, we identified 10 loci jointly associated with both disorders, implicating multiple genes highly expressed in the cerebellum and pituitary and involved in synapse organization. Particularly, high expression of the shared genes was observed in the hippocampus in adolescence and orbitofrontal cortex during infancy. Conclusions This study provides novel insights into the relationship between SCZ and AN by revealing a shared genetic component and offers a window into their complex etiology.

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Manhattan Plot of differentially methylated CpGs between VLBW cases and normal birthweight controls in neonatal blood-spot samples (red is hyper-, green is hypomethylated in VLBW cases). Red dotted line indicates FDR-adjusted genome-wide significance p < 0.05. Blue arrows indicate the 20 most significant CpGs, with nearest gene name
Manhattan plot of CpGs differentially methylated between VLBW cases and normal birthweight controls in samples collected at 28 years of age. The red dotted line indicates the threshold for significance (FDR-adjusted p < 0.05), with blue arrows and gene names indicating the 12 CpGs that reached significance (red is hyper-, green is hypomethylated in VLBW cases)
Comparison of Canonical Pathways enriched with CpGs differentially methylated between VLBW cases and controls either in neonates or adults, arranged by hierarchical clustering
DNA methylation patterns at birth predict health outcomes in young adults born very low birthweight

March 2023

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54 Reads

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5 Citations

Clinical Epigenetics

Background Individuals born very low birthweight (VLBW) are at increased risk of impaired cardiovascular and respiratory function in adulthood. To identify markers to predict future risk for VLBW individuals, we analyzed DNA methylation at birth and at 28 years in the New Zealand (NZ) VLBW cohort (all infants born < 1500 g in NZ in 1986) compared with age-matched, normal birthweight controls. Associations between neonatal methylation and cardiac structure and function (echocardiography), vascular function and respiratory outcomes at age 28 years were documented. Results Genomic DNA from archived newborn heel-prick blood (n = 109 VLBW, 51 controls) and from peripheral blood at ~ 28 years (n = 215 VLBW, 96 controls) was analyzed on Illumina Infinium MethylationEPIC 850 K arrays. Following quality assurance and normalization, methylation levels were compared between VLBW cases and controls at both ages by linear regression, with genome-wide significance set to p < 0.05 adjusted for false discovery rate (FDR, Benjamini-Hochberg). In neonates, methylation at over 16,400 CpG methylation sites differed between VLBW cases and controls and the canonical pathway most enriched for these CpGs was Cardiac Hypertrophy Signaling (p = 3.44E⁻¹¹). The top 20 CpGs that differed most between VLBW cases and controls featured clusters in ARID3A, SPATA33, and PLCH1 and these 3 genes, along with MCF2L, TRBJ2-1 and SRC, led the list of 15,000 differentially methylated regions (DMRs) reaching FDR-adj significance. Fifteen of the 20 top CpGs in the neonate EWAS showed associations between methylation at birth and adult cardiovascular traits (particularly LnRHI). In 28-year-old adults, twelve CpGs differed between VLBW cases and controls at FDR-adjusted significance, including hypermethylation in EBF4 (four CpGs), CFI and UNC119B and hypomethylation at three CpGs in HIF3A and one in KCNQ1. DNA methylation GrimAge scores at 28 years were significantly greater in VLBW cases versus controls and weakly associated with cardiovascular traits. Four CpGs were identified where methylation differed between VLBW cases and controls in both neonates and adults, three reversing directions with age (two CpGs in EBF4, one in SNAI1 were hypomethylated in neonates, hypermethylated in adults). Of these, cg16426670 in EBF4 at birth showed associations with several cardiovascular traits in adults. Conclusions These findings suggest that methylation patterns in VLBW neonates may be informative about future adult cardiovascular and respiratory outcomes and have value in guiding early preventative care to improve adult health.


The long-term impacts of the Canterbury earthquakes on the mental health of the Christchurch Health and Development Study cohort

November 2022

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51 Reads

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4 Citations

Australian and New Zealand Journal of Psychiatry

Objective Long-term studies following disasters are rare. It is important to quantify long-term effects of disasters to determine impacts on populations over time. We therefore aim to report the long-term associations between exposure to the Canterbury earthquakes and common mental disorders, taking into account potential confounding factors. Methods The Christchurch Health and Development Study is a 40-year longitudinal study of a birth cohort of New Zealand children (635 males and 630 females). The Christchurch Health and Development Study includes 884 participants with data on earthquake exposure and mental health outcomes at ages 34 and 40 years. Rates of Diagnostic and Statistical Manual of Mental Disorders (4th ed.) disorders were measured categorically and using an expanded definition that included sub-syndromal symptoms. The current impact of the earthquakes is reported using 12-month prevalence data 7 years after the earthquakes. The cumulative impact of the earthquakes over the 7 years since onset is also reported. Results There was a linear trend towards increasing rates of disorder with increasing exposure to the earthquakes. After adjusting for covariates, the 12-month prevalence of anxiety disorder symptoms was significantly increased ( p = 0.003). The earthquakes were also associated with cumulative increases in symptoms of post-traumatic stress disorder ( p < 0.001), anxiety disorder ( p = 0.016), nicotine dependence ( p = 0.012), and the total number of disorders ( p = 0.039). Conclusion The Canterbury earthquakes were associated with persistent increases in Anxiety Disorder symptoms 7 years after their onset. The earthquakes were also associated with cumulative increases in symptoms of common psychiatric disorders. The magnitude of these effects is small, may no longer be clinically significant and has decreased over time.


Table 2 ).
DNA Methylation Patterns At Birth Predict Health Outcomes In Young Adults Born Very Low Birthweight

October 2022

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48 Reads

Background Individuals born very low birthweight (VLBW) are at increased risk of impaired cardiovascular and respiratory function in adulthood. To identify markers to predict future risk for VLBW individuals, we analysed DNA methylation at birth and at 28 years in the New Zealand (NZ) VLBW cohort (all infants born < 1500 g in NZ in 1986) compared with age-matched, normal birthweight controls. Associations between neonatal methylation and cardiac structure and function (echocardiography), vascular function and respiratory outcomes at age 28 years were documented. Results Genomic DNA from archived newborn heel-prick blood (n = 109 VLBW, 51 controls) and from peripheral blood at ~ 28 years (n = 215 VLBW, 96 controls) was analysed on Illumina Infinium MethylationEPIC 850K arrays. Following quality assurance and normalization, methylation levels were compared between VLBW cases and controls at both ages by logistic regression, with genome-wide significance set to p < 0.05 adjusted for false discovery rate (FDR, Benjamini-Hochberg). In neonates, methylation at over 16,400 CpG methylation sites differed between VLBW cases and controls, top CpGs featuring clusters in ARID3A, SPATA33, and PLCH1. The canonical pathway most enriched for these CpGs was Cardiac Hypertrophy Signaling (p = 3.44E− 11) and 15 of the 20 CpGs most different between VLBW cases and controls showed associations between methylation at birth and adult cardiovascular traits (particularly LnRHI). At 28 years, twelve CpGs differed between VLBW cases and controls at FDR-adjusted significance, including hypermethylation in EBF4 (four CpGs), CFI and UNC119B and hypomethylation at three CpGs in HIF3A and one in KCNQ1. DNA methylation GrimAge scores at 28 years were significantly greater in VLBW cases versus controls and weakly associated with cardiovascular traits. Four CpGs were identified where methylation differed between VLBW cases and controls in both neonates and adults, three reversing direction with age (two CpGs in EBF4, one in SNAI1 were hypomethylated in neonates, hypermethylated in adults). Of these, cg16426670 in EBF4 at birth showed associations with multiple cardiovascular traits in adults. Conclusions These findings suggest that methylation patterns in VLBW neonates may be informative about future adult cardiovascular and respiratory outcomes and have value in guiding early preventative care to improve adult health.


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Self-reported executive function problems in adults born very low birthweight

May 2022

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46 Reads

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4 Citations

Paediatric and Perinatal Epidemiology

Background: Executive function difficulties are common among children born very preterm and/or very low birthweight (<1500 g; VLBW), but little is known about whether they persist into adulthood. Objectives: Examine the nature and pattern of self-reported executive functioning at 23 and 28 years of age using data from a national cohort study of adults born VLBW and a comparison group of same-age full-term (FT) born adults. Also examined were associations between executive function difficulties and socio-economic outcomes. Methods: All infants born VLBW in New Zealand during 1986 were prospectively included in an audit of retinopathy of prematurity (n = 413), with 250 (77% of survivors) followed to median age 28 years. A comparison group of FT adults was also recruited at age 23 and followed to 28 years (n = 100). Across both adult assessments, executive functioning was assessed using the Behaviour Rating Inventory of Executive Function-Adult Version (BRIEF-A) and analysed with semi-parametric models to examine the effects of age and group on executive function. Results: At 23 and 28 years, VLBW adults had increased risk of executive function impairment compared with FT adults in behaviour regulation (relative risk [CI] 2.37, 95% confidence interval (CI)1.27, 4.45), meta-cognition (RR 6.03, 95% CI 2.18, 16.78) and global functioning (RR 3.20, 95% CI 1.40, 7.28). Impaired global executive functioning was associated with lower socio-economic status (regression estimate [b] = -0.43, 95% CI -0.59, -0.27) and a reduced likelihood of home ownership by age 28 years (RR 0.98, 95% CI 0.96, 1.00), even after controlling for sex, ethnicity and parental socio-economic backgrounds for both groups. Conclusion(s): VLBW-born adults continue to experience more executive function difficulties in their everyday life relative to term controls at age 28 years. These difficulties were negatively associated with their socio-economic opportunities as young adults.


Childhood caries experience in two Aotearoa New Zealand birth cohorts: implications for research, policy and practice

May 2022

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50 Reads

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2 Citations

Journal of the Royal Society of New Zealand

Oral health in Aotearoa New Zealand has improved in the last seven decades, but improvements among young children have stagnated in the last two. Four out of ten 5-year-olds are affected by caries and many pre-schoolers require dental treatment under general anaesthesia. We analysed data from two longitudinal studies, the Dunedin Multidisciplinary Health and Development Study and the Christchurch Health and Development Study. We compared their methods, cohort characteristics and childhood oral health findings and discuss their implications for policy, research, and practice. Age 5 dmft was obtained in the Dunedin Study from clinical examinations, and from School Dental Service records in the Christchurch Study. Findings were consistent with respect to childhood socioeconomic status, exposure to community water fluoridation, and maternal education. Despite overall improvements, caries rates remain relatively unchanged: dmft in these cohorts, measured in the 1970s–1980s, resemble New Zealand’s statistics for 5-year-olds in the 2000s. Notwithstanding the steep caries decline observed over the years, the caries distribution has shifted, whereby the greatest severity of disease is now concentrated among a smaller group of the most deprived children. Early childhood caries appears to be a useful indicator of deprivation that should inform interventions for those in greatest need.


Little evidence for long‐term harm from antenatal corticosteroids in a population‐based very low birthweight young adult cohort

May 2022

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12 Reads

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6 Citations

Paediatric and Perinatal Epidemiology

Background: Antenatal corticosteroids (ACS) given to mothers with anticipated very preterm delivery are widely used and improve infant outcomes. Follow-up studies of the first trials of ACS have shown no adverse effects, but recently there have been concerns about possible longer-term harms. Objectives: We aimed to assess the relationship of ACS therapy to a range of physical health and welfare measures in a cohort of very low birthweight (VLBW; <1500 g) young adults. Methods: Population-based cohort follow-up study. All VLBW infants born in New Zealand in 1986 were included in a prospective audit of retinopathy of prematurity. Perinatal data collection included information on ACS. At 26-30 years, 250 of 323 (77%) survivors participated, 58% having received ACS, with 229 assessed in one centre, including cardiovascular, metabolic, respiratory and neurocognitive measures. Differences in outcome between those receiving/not receiving ACS were summarised by the mean difference for continuous outcomes supplemented by Cohen's d as a standardised measure of effect size (ES), and risk ratios (RRI) for dichotomous outcomes, adjusted for relevant covariates using generalised linear regression methods. Results: There were no or minimal adverse effects of receipt of ACS versus no receipt across a range of health and welfare outcomes, both for the full cohort (adjusted ES range d = 0.01-0.23; adjusted RR range 0.78-2.03) and for individuals with gestation <28 weeks (extremely preterm; EP), except for a small increase in rates of major depression. In EP adults, receipt of ACS was associated with a higher incidence of hypertension, but might have a small benefit for IQ. Conclusions: In this population-based VLBW cohort, we detected minimal adverse outcomes associated with exposure to ACS by the third decade of life, a similar result to the 30-year follow-up of participants in the first ACS trial. However, further follow-up is warranted.


Citations (69)


... Two of our top CpGs within DDO, cg02872426 and cg06413398, have been associated with aging in adult populations 33 . Additionally, Cameron et al. (2023), examined whether there were differences in methylation when comparing infants with very low birth weight (VLBW), a condition that overlaps highly with preterm birth, to healthy term birth infants, as well as their methylation status as adults 36 . Interestingly, 12 of the 17 top genes associated with VLBW birth were also found to be significantly associated with GA or PMA in our study. ...

Reference:

Epigenetic associations with neonatal age in infants born very preterm, particularly among genes involved in neurodevelopment
DNA methylation patterns at birth predict health outcomes in young adults born very low birthweight

Clinical Epigenetics

... These data were recorded in 2012, 20 to 24 months following the onset of the CES. Individuals who had experienced the CES were asked questions about the immediate impacts of the disaster using questions derived from the Modified Mercalli Earthquake Intensity Scale (Beaglehole et al., 2023;Dowrick, 1996). ...

The long-term impacts of the Canterbury earthquakes on the mental health of the Christchurch Health and Development Study cohort
  • Citing Article
  • November 2022

Australian and New Zealand Journal of Psychiatry

... One of the most important neurodevelopmental challenges is cognitive impairment, including both global and specific domains of cognitive function such as executive function [14], which involves the ability to plan, initiate and complete a task [15]. Lower intelligence quotient (IQ) and difficulties in executive function have been consistently described in children [14,16], adolescents [14] and adults [7,17] born VP/VLBW. In a population-based cohort study of young men born preterm, physical fitness was associated with cognitive function [18]. ...

Self-reported executive function problems in adults born very low birthweight

Paediatric and Perinatal Epidemiology

... This is particularly important given the increasing understanding of the impacts of early-life events on chronic disease and the potential role of glucocorticoid exposure in the pathophysiology of this relationship [5]. Many animal and human studies have assessed cardiovascular, respiratory and metabolic outcomes in adulthood after exposure to ANC [6][7][8][9][10][11][12][13]. However, evidence for many other outcomes of importance to long-term health and wellbeing is sparse, with much of the evidence being observational and reporting outcomes only in childhood [3,14]. ...

Little evidence for long‐term harm from antenatal corticosteroids in a population‐based very low birthweight young adult cohort

Paediatric and Perinatal Epidemiology

... Although dental caries rates among children in New Zealand (NZ) have been declining over the past 4 decades [Ruiz et al., 2022], it remains a problem among the most disadvantaged groups in NZ [New Zealand Ministry of Health [2010]; Shackleton et al. [2018] and globally [Peres et al., 2019]. Such persisting inequality indicates a need for a different approach toward prevention and treatment. ...

Childhood caries experience in two Aotearoa New Zealand birth cohorts: implications for research, policy and practice
  • Citing Article
  • May 2022

Journal of the Royal Society of New Zealand

... 28 Trauma Adversity during early life is associated with a variety of subsequent mental disorders 29 and also has an impact on the reproductive system, with an association with earlier menarche and potentially earlier menopause and a preponderance of vasomotor symptoms. 30 Oestrogen may play a part in the stress vulnerability model to modulate the downstream effects of childhood trauma, including physical and psychological sequelae throughout the lifespan. 9 ...

Childhood maltreatment and the menopause transition in a cohort of midlife New Zealand women
  • Citing Article
  • March 2022

Menopause (New York, N.Y.)

... Moreover, lead SNPs and their proxies were observed to co-localize with several transcription factor-binding sites that showed biologically relevant functions in PD. The dysregulation of MEF2 function may underlie PD pathogenesis and DNA methylation changes related to tobacco 26,69 . EGR-1 has been shown to promote neuroinflammation and dopaminergic cell body loss in the substantia nigra pars compacta of the MPTP-PD mouse model 70 . ...

DNA methylation analysis using bisulphite-based amplicon sequencing of individuals exposed to maternal tobacco use during pregnancy, and offspring conduct problems in childhood and adolescence†
  • Citing Article
  • April 2022

Reproduction Fertility and Development

... O tratamento medicamentoso tem sido frequentemente indicado após o diagnóstico de TDAH. E o medicamento mais recomendado é o metilfenidrato (ritalina)(Robinson et al., 2023). Em suma, o TDAH é um transtorno desencadeado na fase infantil e pode ter um impacto substancial nas fases posteriores(Chen et al., 2019). ...

ADHD symptoms and diagnosis in adult preterms: systematic review, IPD meta-analysis, and register-linkage study

Pediatric Research

... Using the latter approach, we found that in general, VPT and EPT adolescents were characterized by progressively deteriorating performance on EF tasks with increasing cognitive demand, extending previous research conducted in childhood and early adolescence Wehrle et al., 2016;Woodward et al., 2022). This effect was most marked for the EPT group, whose performance deviated significantly from the FT comparison group when task demands were highest. ...

Visuospatial working memory of children and adults born very preterm and/or very low birth weight
  • Citing Article
  • December 2021

Pediatric Research

... However, there is an increased risk of developing an ED if there is a first-degree relative history of ED [3]. Recent GWASs conducted in EOAN patients reported distinct genetic correlation patterns between adolescent and adult forms and provided emerging evidence for specific biological pathways regulating menarche and reproduction in early-onset populations [51]. The presence of a possible genetic component does not imply automatic transmission of the disorder from parent to child, and there is no need to excessively worry future parents. ...

Common Genetic Variation And Age at Onset Of Anorexia Nervosa

Biological Psychiatry Global Open Science