795 results on '"polygenic risk"'
Search Results
2. Towards cascading genetic risk in Alzheimers disease.
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Altmann, Andre, Aksman, Leon, Oxtoby, Neil, Young, Alexandra, Alexander, Daniel, Barkhof, Frederik, Shoai, Maryam, Hardy, John, and Schott, Jonathan
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APOE ,Alzheimer’s disease ,biomarker ,longitudinal progression ,polygenic risk ,Humans ,Alzheimer Disease ,Male ,Female ,Aged ,tau Proteins ,Genetic Predisposition to Disease ,Disease Progression ,Biomarkers ,Aged ,80 and over ,Apolipoproteins E ,Positron-Emission Tomography ,Genome-Wide Association Study ,Multifactorial Inheritance ,Amyloid beta-Peptides ,Middle Aged ,Cohort Studies - Abstract
Alzheimers disease typically progresses in stages, which have been defined by the presence of disease-specific biomarkers: amyloid (A), tau (T) and neurodegeneration (N). This progression of biomarkers has been condensed into the ATN framework, in which each of the biomarkers can be either positive (+) or negative (-). Over the past decades, genome-wide association studies have implicated ∼90 different loci involved with the development of late-onset Alzheimers disease. Here, we investigate whether genetic risk for Alzheimers disease contributes equally to the progression in different disease stages or whether it exhibits a stage-dependent effect. Amyloid (A) and tau (T) status was defined using a combination of available PET and CSF biomarkers in the Alzheimers Disease Neuroimaging Initiative cohort. In 312 participants with biomarker-confirmed A-T- status, we used Cox proportional hazards models to estimate the contribution of APOE and polygenic risk scores (beyond APOE) to convert to A+T- status (65 conversions). Furthermore, we repeated the analysis in 290 participants with A+T- status and investigated the genetic contribution to conversion to A+T+ (45 conversions). Both survival analyses were adjusted for age, sex and years of education. For progression from A-T- to A+T-, APOE-e4 burden showed a significant effect [hazard ratio (HR) = 2.88; 95% confidence interval (CI): 1.70-4.89; P < 0.001], whereas polygenic risk did not (HR = 1.09; 95% CI: 0.84-1.42; P = 0.53). Conversely, for the transition from A+T- to A+T+, the contribution of APOE-e4 burden was reduced (HR = 1.62; 95% CI: 1.05-2.51; P = 0.031), whereas the polygenic risk showed an increased contribution (HR = 1.73; 95% CI: 1.27-2.36; P < 0.001). The marginal APOE effect was driven by e4 homozygotes (HR = 2.58; 95% CI: 1.05-6.35; P = 0.039) as opposed to e4 heterozygotes (HR = 1.74; 95% CI: 0.87-3.49; P = 0.12). The genetic risk for late-onset Alzheimers disease unfolds in a disease stage-dependent fashion. A better understanding of the interplay between disease stage and genetic risk can lead to a more mechanistic understanding of the transition between ATN stages and a better understanding of the molecular processes leading to Alzheimers disease, in addition to opening therapeutic windows for targeted interventions.
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- 2024
3. Relationships between the Planetary Health Diet Index, its food groups, and polygenic risk of obesity in the CARTaGENE cohort.
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Masip, Guiomar and Nielsen, Daiva E.
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OBESITY risk factors , *OBESITY genetics , *ENVIRONMENTAL health , *RISK assessment , *FOOD consumption , *RESEARCH funding , *NATURAL foods , *DIETARY patterns , *BODY mass index , *ADIPOSE tissues , *QUESTIONNAIRES , *DESCRIPTIVE statistics , *MEAT , *GRAIN , *GENETIC risk score , *WAIST circumference , *FOOD habits , *DISEASE susceptibility , *FACTOR analysis , *CONFIDENCE intervals , *DIET , *REGRESSION analysis - Abstract
Background: The Planetary Health Diet, proposed by the EAT-Lancet Commission, seeks to promote a sustainable and healthy diet for both humans and the environment. However, few studies have investigated relationships between the Planetary Health Diet and the genetic pathway of obesity. The aim of this study was to assess whether adherence to a Planetary Health Diet Index (PHDI) mediated or moderated the genetic susceptibility to obesity. Methods: Participants were 7,037 adults (57% females, aged 55.6 ± 7.7) from the Quebec CARTaGENE Biobank. We constructed a primary polygenic risk score (PRS-Khera) for body mass index (BMI) comprised of ~ 2 million SNPs and utilized a secondary 97 SNPs polygenic risk score (PRS-Locke) for sensitivity analyses. The PHDI was based on 16 food groups. General linear models were conducted to assess main effect associations between the PRSs, the Planetary Health Diet Index (PHDI), and the individual food groups that comprise the PHDI on obesity outcomes. Causal mediation analyses (CMA) were used to evaluate mediation and interaction effects. All models were adjusted for age, sex, genetic ancestry, socio-demographic, and lifestyle variables, including those associated with dietary habits. Results: The overall PHDI was inversely associated with BMI (β = − 0.11, 95% confidence interval (CI): − 0.13, − 0.09), waist circumference (WC) (β = − 0.12, 95% CI: − 0.14, − 0.10), and body fat % (β = − 0.10, 95% CI: − 0.12, − 0.08) for all participants, but did not mediate or moderate obesity polygenic risk. Associations between the PRS-Khera and obesity outcomes in all participants were partly mediated by the intake of red meat (mediation effect BMI: 1.72%, p = 0.01; WC: 2.22%, p = 0.01; body fat %: 2.14%, p = 0.01). Moreover, among males, whole grains intake partly mediated the association between the PRS-Khera and outcomes cross-sectionally (BMI: 1.28%, p = 0.03; WC: 1.71%, p = 0.02; body fat %: 2.19%, p = 0.02) and longitudinally (BMI: 3.80%, p = 0.02; WC: 7.38%, p = 0.04), but some observations were attenuated upon correction for multiple comparisons. Conclusions: PHDI adherence was associated with a lower BMI, WC, and body fat % and genetic susceptibility to obesity was partly mediated by the intake of red meat and whole grains. Some components of a plant-based diet could be implicated in mechanisms underlying genetic susceptibility to obesity. [ABSTRACT FROM AUTHOR]
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- 2024
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4. Association of prescription data with clinical manifestations and polygenic risk scores in patients with bipolar I disorder: An exploratory study.
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Park, Young-Min, Lee, Bun-Hee, Shekhtman, Tatyana, and Kelsoe, John R.
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SINGLE nucleotide polymorphisms , *MONOGENIC & polygenic inheritance (Genetics) , *MOOD stabilizers , *SYMPTOMS , *BIPOLAR disorder - Abstract
We assessed the association of prescription data with clinical manifestations and polygenic risk scores (PRS) in patients with bipolar I disorder. We enrolled 1471 individuals with BID and divided them into several groups according to treatment options and clinical manifestations. BD-PRS of each patient was calculated using the Psychiatric Genomics Consortium data. Data on single nucleotide polymorphisms, clinical manifestations, and prescriptions were extracted from BiGS. Chronicity, suicidality, substance misuse, mixed symptoms, and deterioration of life functioning were significantly more severe in the group that was not prescribed any mood stabilizers (MS). Chronicity, psychotic symptoms, suicidality, and deterioration of life functioning were significantly severe in the group that received two or more antipsychotics (APs). BD-PRS between the group with AP(s) only and that with other treatment options significantly differed. BD-PRS of the group with AP(s) only was significantly lower than that with other treatment options. Our linear regression results showed that high severity of particular clinical aspects, lower BD-PRS, and prescriptions with fewer MSs or more APs were independently associated with poor life functioning. This study had a cross-sectional design, without differentiating the bipolar phase, which could influence our results. Poor life functioning in patients with BID was associated with a high severity of particular clinical aspects, BD-PRS, and prescriptions including fewer MSs or more APs. BD-PRS was significantly higher in the group receiving only AP(s) than that in the groups receiving other drugs. • Particular clinical aspects were significantly more severe in the group that was not prescribed any mood stabilizers (MS). • Particular clinical aspects were significantly severe in the group that received two or more antipsychotics (APs). • Poor life functioning was associated with a high severity of particular clinical aspects, BD-PRS, and some prescriptions. • BD-PRS was higher in the group receiving only AP(s) than that in the groups receiving other drugs. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Relationships between the Planetary Health Diet Index, its food groups, and polygenic risk of obesity in the CARTaGENE cohort
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Guiomar Masip and Daiva E. Nielsen
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Planetary health diet ,Obesity ,Polygenic risk ,Mediation ,Moderation ,Nutrition. Foods and food supply ,TX341-641 ,Nutritional diseases. Deficiency diseases ,RC620-627 - Abstract
Abstract Background The Planetary Health Diet, proposed by the EAT-Lancet Commission, seeks to promote a sustainable and healthy diet for both humans and the environment. However, few studies have investigated relationships between the Planetary Health Diet and the genetic pathway of obesity. The aim of this study was to assess whether adherence to a Planetary Health Diet Index (PHDI) mediated or moderated the genetic susceptibility to obesity. Methods Participants were 7,037 adults (57% females, aged 55.6 ± 7.7) from the Quebec CARTaGENE Biobank. We constructed a primary polygenic risk score (PRS-Khera) for body mass index (BMI) comprised of ~ 2 million SNPs and utilized a secondary 97 SNPs polygenic risk score (PRS-Locke) for sensitivity analyses. The PHDI was based on 16 food groups. General linear models were conducted to assess main effect associations between the PRSs, the Planetary Health Diet Index (PHDI), and the individual food groups that comprise the PHDI on obesity outcomes. Causal mediation analyses (CMA) were used to evaluate mediation and interaction effects. All models were adjusted for age, sex, genetic ancestry, socio-demographic, and lifestyle variables, including those associated with dietary habits. Results The overall PHDI was inversely associated with BMI (β = − 0.11, 95% confidence interval (CI): − 0.13, − 0.09), waist circumference (WC) (β = − 0.12, 95% CI: − 0.14, − 0.10), and body fat % (β = − 0.10, 95% CI: − 0.12, − 0.08) for all participants, but did not mediate or moderate obesity polygenic risk. Associations between the PRS-Khera and obesity outcomes in all participants were partly mediated by the intake of red meat (mediation effect BMI: 1.72%, p = 0.01; WC: 2.22%, p = 0.01; body fat %: 2.14%, p = 0.01). Moreover, among males, whole grains intake partly mediated the association between the PRS-Khera and outcomes cross-sectionally (BMI: 1.28%, p = 0.03; WC: 1.71%, p = 0.02; body fat %: 2.19%, p = 0.02) and longitudinally (BMI: 3.80%, p = 0.02; WC: 7.38%, p = 0.04), but some observations were attenuated upon correction for multiple comparisons. Conclusions PHDI adherence was associated with a lower BMI, WC, and body fat % and genetic susceptibility to obesity was partly mediated by the intake of red meat and whole grains. Some components of a plant-based diet could be implicated in mechanisms underlying genetic susceptibility to obesity.
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- 2024
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6. Interaction between tea consumption and genes on activities of daily living disability in older adults.
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Zou, Min, Yang, Mengxue, Zheng, Dewei, Sun, Changlong, Wang, Jiali, Yuan, Xiaoping, Li, Changjiang, Yu, Lirong, Sun, Lina, Wang, Yanyu, Chen, Huashuai, and Zeng, Yi
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GENETIC risk score , *ACTIVITIES of daily living , *MONOGENIC & polygenic inheritance (Genetics) , *OLDER people , *LOGISTIC regression analysis - Abstract
The effects of tea consumption on delaying aging and the onset of age‐related disabilities have been reported; however, it is unclear whether these benefits are impacted by genes. This study aimed to examine the associations between tea consumption and activities of daily living (ADL) and explore the role of genetic factors. Data from 46,487 older adults aged 64–105 who participated in at least one data wave of the Chinese Longitudinal Healthy Longevity Survey (CLHLS) conducted in 2002, 2005, 2008, 2011, 2014, and 2018 were analyzed. Genetic data were produced using the Affymetrix Axiom™myDesign™ (384‐format) Human Genotyping Array. The generalized estimation equation and multiple logistic regression models were constructed to examine the effects of tea consumption, polygenic risk score, and their interactions on ADL. Tea consumption was related to reduced ADL decline—the effect was statistically significant among men but not women. A significant interaction between tea consumption and polygenic risk score (PRS) was observed. Tea consumption was associated with a decreased risk of ADL disability only among individuals with a low PRS. These findings indicate that tea consumption plays a role in preventing disability in older adults with low polygenic risk. [ABSTRACT FROM AUTHOR]
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- 2024
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7. Anorexia nervosa polygenic risk, beyond diagnoses: relationship with adolescent disordered eating and behaviors in an Australian female twin population.
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BULIMIA , *RESEARCH funding , *TWINS , *REPORTING of diseases , *DESCRIPTIVE statistics , *GENETIC risk score , *EATING disorders , *ANOREXIA nervosa , *WOMEN'S health , *VOMITING , *SEQUENCE analysis , *ADOLESCENCE - Abstract
Background It is well established that there is a substantial genetic component to eating disorders (EDs). Polygenic risk scores (PRSs) can be used to quantify cumulative genetic risk for a trait at an individual level. Recent studies suggest PRSs for anorexia nervosa (AN) may also predict risk for other disordered eating behaviors, but no study has examined if PRS for AN can predict disordered eating as a global continuous measure. This study aimed to investigate whether PRS for AN predicted overall levels of disordered eating, or specific lifetime disordered eating behaviors, in an Australian adolescent female population. Methods PRSs were calculated based on summary statistics from the largest Psychiatric Genomics Consortium AN genome-wide association study to date. Analyses were performed using genome-wide complex trait analysis to test the associations between AN PRS and disordered eating global scores, avoidance of eating, objective bulimic episodes, self-induced vomiting, and driven exercise in a sample of Australian adolescent female twins recruited from the Australian Twin Registry (N = 383). Results After applying the false-discovery rate correction, the AN PRS was significantly associated with all disordered eating outcomes. Conclusions Findings suggest shared genetic etiology across disordered eating presentations and provide insight into the utility of AN PRS for predicting disordered eating behaviors in the general population. In the future, PRSs for EDs may have clinical utility in early disordered eating risk identification, prevention, and intervention. [ABSTRACT FROM AUTHOR]
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- 2024
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8. Examining the Role of Neuroticism Polygenic Risk in Late Life Cognitive Change: A UK Biobank Study.
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Akbarian, Niki, Ebrahimi, Mahbod, Dos Santos, Fernanda C., Afjeh, Sara Sadat, Abdelhack, Mohamed, Sanches, Marcos, Diaconescu, Andreea O., Rajji, Tarek K., Felsky, Daniel, Zai, Clement C., and Kennedy, James L.
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GENETIC risk score , *COGNITIVE processing speed , *PERSONALITY , *COGNITION , *MONOGENIC & polygenic inheritance (Genetics) - Abstract
Cognitive decline is a public health concern affecting about 50 million individuals worldwide. Neuroticism, defined as the trait disposition to experience intense and frequent negative emotions, has been associated with an increased risk of late-life cognitive decline. However, the underlying biological mechanisms of this association remain unknown. This study investigated the relationship between genetic predisposition to neuroticism, computed by polygenic risk score (PRS), and performance in cognitive domains of reasoning, processing speed, visual attention, and memory in individuals over age 60. The sample consisted of UK Biobank participants with genetic and cognitive data available (N = 10,737, 4686 females; mean age = 63.4 ± 2.71). The cognitive domains were assessed at baseline for all participants and seven years later for a subset (N = 645, 262 females; mean age = 62.9 ± 2.44). Neuroticism PRS was not associated cross-sectionally with cognitive measures (p > 0.05). However, the trajectory of change for processing speed (β = 0.020; 95% CI = [0.006, 0.035], adjusted p = 0.0148), visual attention (β = −0.077; 95% CI = [−0.0985, −0.0553], adjusted p = 1.412 × 10−11), and memory (β = −0.033; 95% CI = [−0.0535, −0.0131], adjusted p = 0.005) was significantly associated with neuroticism PRS. Specifically, a higher genetic predisposition to neuroticism was associated with less decline in these cognitive domains. This trend persisted after sensitivity analysis using complete cases, although it only remained nominally significant for visual attention. [ABSTRACT FROM AUTHOR]
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- 2024
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9. Dynamics of Cognitive Impairment in MCI Patients over a Three-Year Period: The Informative Role of Blood Biomarkers, Neuroimaging, and Genetic Factors.
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Morozova, Irina, Zorkina, Yana, Berdalin, Alexander, Ikonnikova, Anna, Emelyanova, Marina, Fedoseeva, Elena, Antonova, Olga, Gryadunov, Dmitry, Andryushchenko, Alisa, Ushakova, Valeriya, Abramova, Olga, Zeltser, Angelina, Kurmishev, Marat, Savilov, Victor, Osipova, Natalia, Preobrazhenskaya, Irina, Kostyuk, Georgy, and Morozova, Anna
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MILD cognitive impairment , *GENETIC risk score , *MAGNETIC resonance imaging , *MEDICAL care , *COGNITION disorders - Abstract
Given the high growth rates of cognitive decline among the elderly population and the lack of effective etiological treatments, early diagnosis of cognitive impairment progression is an imperative task for modern science and medicine. It is of particular interest to identify predictors of an unfavorable subsequent course of cognitive disorders, specifically, rapid progression. Our study assessed the informative role of various risk factors on the dynamics of cognitive impairment among mild cognitive impairment (MCI) patients. The study included patients with MCI (N = 338) who underwent neuropsychological assessment, magnetic resonance imaging (MRI) examination, blood sampling for general and biochemical analysis, APOE genotyping, and polygenic risk score (PRS) evaluation. The APOE ε4/ε4 genotype was found to be associated with a diminished overall cognitive scores initial assessment and negative cognitive dynamics. No associations were found between cognitive changes and the PRS. The progression of cognitive impairment was associated with the width of the third ventricle and hematological parameters, specifically, hematocrit and erythrocyte levels. The absence of significant associations between the dynamics of cognitive decline and PRS over three years can be attributed to the provided suitable medical care for the prevention of cognitive impairment. Adding other risk factors and their inclusion in panels assessing the risk of progression of cognitive impairment should be considered. [ABSTRACT FROM AUTHOR]
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- 2024
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10. Conceptualization of genotype–phenotype relationships and the assessment of risk in advertising of direct-to-consumer and preimplantation polygenic tests.
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Zappala, María Alejandra Petino, Ariza, Lucía, and Lima, Natacha Salomé
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MONOGENIC & polygenic inheritance (Genetics) , *FERTILIZATION in vitro , *GENETIC testing , *RISK assessment , *POPULATION health - Abstract
Recent decades have seen the increase of genome-wide analyses performed in the general population to compute the risk for multifactorial conditions. Polygenic risk tests, already available to clients via the direct-To-consumer (DTC) market, recently expanded to preimplantation genetic assessment of embryos in the context of fertility treatments (Preimplantation Polygenic Genetic Testing or PGT-P). While both kinds of tests rely on the same methodologies and are fueled by the promise of health optimization, they propose different interventions. Here, we compare the advertising strategies for companies offering DTC or PGT-P. We show that each company presents genotype–phenotype relationships to accommodate the intervention they propose and the clients' expectations. While DTC companies grant a greater role to the environment and to genotype–environment interaction on health, discourse on PGT-P neglects any such interaction and undermines environmental factors. In all cases analyzed, while it is recognized that risk is a group property, the estimate is presented as an individual trait, and sometimes confounded with health status. Moreover, all companies recognize the uncertainty of risk estimations but frame it as a result of the lack of detailed information, justifying the gathering of clients' data, and fueling promises of the betterment of future population health through individual action. [ABSTRACT FROM AUTHOR]
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- 2024
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11. No evidence that ACE2 or TMPRSS2 drive population disparity in COVID risks.
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Pearson, Nathaniel M. and Novembre, John
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POPULATION genetics , *HUMAN genetics , *MONOGENIC & polygenic inheritance (Genetics) , *GENETIC variation , *ANGIOTENSIN converting enzyme - Abstract
Early in the SARS-CoV2 pandemic, in this journal, Hou et al. (BMC Med 18:216, 2020) interpreted public genotype data, run through functional prediction tools, as suggesting that members of particular human populations carry potentially COVID-risk-increasing variants in genes ACE2 and TMPRSS2 far more often than do members of other populations. Beyond resting on predictions rather than clinical outcomes, and focusing on variants too rare to typify population members even jointly, their claim mistook a well known artifact (that large samples reveal more of a population's variants than do small samples) as if showing real and congruent population differences for the two genes, rather than lopsided population sampling in their shared source data. We explain that artifact, and contrast it with empirical findings, now ample, that other loci shape personal COVID risks far more significantly than do ACE2 and TMPRSS2—and that variation in ACE2 and TMPRSS2 per se unlikely exacerbates any net population disparity in the effects of such more risk-informative loci. [ABSTRACT FROM AUTHOR]
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- 2024
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12. Shared familial risk for type 2 diabetes mellitus and psychiatric disorders: a nationwide multigenerational genetics study.
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MENTAL illness risk factors , *MENTAL illness genetics , *RISK assessment , *BEHAVIOR disorders , *SOCIAL disabilities , *RESEARCH funding , *CHILD psychopathology , *ATTENTION-deficit hyperactivity disorder , *LOGISTIC regression analysis , *REPORTING of diseases , *DESCRIPTIVE statistics , *LONGITUDINAL method , *ODDS ratio , *TYPE 2 diabetes , *ANOREXIA nervosa , *COMPARATIVE studies , *DISEASE susceptibility , *CONFIDENCE intervals , *PROPORTIONAL hazards models , *GENOTYPES , *DISEASE risk factors - Abstract
Background Psychiatric disorders and type 2 diabetes mellitus (T2DM) are heritable, polygenic, and often comorbid conditions, yet knowledge about their potential shared familial risk is lacking. We used family designs and T2DM polygenic risk score (T2DM-PRS) to investigate the genetic associations between psychiatric disorders and T2DM. Methods We linked 659 906 individuals born in Denmark 1990–2000 to their parents, grandparents, and aunts/uncles using population-based registers. We compared rates of T2DM in relatives of children with and without a diagnosis of any or one of 11 specific psychiatric disorders, including neuropsychiatric and neurodevelopmental disorders, using Cox regression. In a genotyped sample (iPSYCH2015) of individuals born 1981–2008 (n = 134 403), we used logistic regression to estimate associations between a T2DM-PRS and these psychiatric disorders. Results Among 5 235 300 relative pairs, relatives of individuals with a psychiatric disorder had an increased risk for T2DM with stronger associations for closer relatives (parents:hazard ratio = 1.38, 95% confidence interval 1.35–1.42; grandparents: 1.14, 1.13–1.15; and aunts/uncles: 1.19, 1.16–1.22). In the genetic sample, one standard deviation increase in T2DM-PRS was associated with an increased risk for any psychiatric disorder (odds ratio = 1.11, 1.08–1.14). Both familial T2DM and T2DM-PRS were significantly associated with seven of 11 psychiatric disorders, most strongly with attention-deficit/hyperactivity disorder and conduct disorder, and inversely with anorexia nervosa. Conclusions Our findings of familial co-aggregation and higher T2DM polygenic liability associated with psychiatric disorders point toward shared familial risk. This suggests that part of the comorbidity is explained by shared familial risks. The underlying mechanisms still remain largely unknown and the contributions of genetics and environment need further investigation. [ABSTRACT FROM AUTHOR]
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- 2024
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13. Polygenic risk for schizophrenia and bipolar disorder in relation to cardiovascular biomarkers.
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Reponen, Elina J., Ueland, Thor, Rokicki, Jaroslav, Bettella, Francesco, Aas, Monica, Werner, Maren C. F., Dieset, Ingrid, Steen, Nils E., Andreassen, Ole A., and Tesli, Martin
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BIPOLAR disorder , *MONOGENIC & polygenic inheritance (Genetics) , *CARDIOVASCULAR diseases , *BIOMARKERS , *SCHIZOPHRENIA - Abstract
Individuals with schizophrenia and bipolar disorder are at an increased risk of cardiovascular disease (CVD), and a range of biomarkers related to CVD risk have been found to be abnormal in these patients. Common genetic factors are a putative underlying mechanism, alongside lifestyle factors and antipsychotic medication. However, the extent to which the altered CVD biomarkers are related to genetic factors involved in schizophrenia and bipolar disorder is unknown. In a sample including 699 patients with schizophrenia, 391 with bipolar disorder, and 822 healthy controls, we evaluated 8 CVD risk biomarkers, including BMI, and fasting plasma levels of CVD biomarkers from a subsample. Polygenic risk scores (PGRS) were obtained from genome-wide associations studies (GWAS) of schizophrenia and bipolar disorder from the Psychiatric Genomics Consortium. The CVD biomarkers were used as outcome variables in linear regression models including schizophrenia and bipolar disorder PGRS as predictors, age, sex, diagnostic category, batch and 10 principal components as covariates, controlling for multiple testing by Bonferroni correction for the number of independent tests. Bipolar disorder PGRS was significantly (p = 0.03) negatively associated with BMI after multiple testing correction, and schizophrenia PGRS was nominally negatively associated with BMI. There were no other significant associations between bipolar or schizophrenia PGRS, and other investigated CVD biomarkers. Despite a range of abnormal CVD risk biomarkers in psychotic disorders, we only found a significant negative association between bipolar disorder PGRS and BMI. This has previously been shown for schizophrenia PGRS and BMI, and warrants further exploration. [ABSTRACT FROM AUTHOR]
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- 2024
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14. Association of neuroticism with incident dementia, neuroimaging outcomes, and cognitive function.
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Gao, Yaqing, Amin, Najaf, van Duijn, Cornelia, and Littlejohns, Thomas J
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INTRODUCTION: Higher neuroticism might be associated with dementia risk. Here we investigated modification by genetic predisposition to dementia, mediation by mental health and vascular conditions, neuroimaging outcomes, and cognitive function. METHODS: Cox proportional‐hazards models were used to assess the association between neuroticism score and incident dementia over up to 15 years in 1,74,164 participants. Cross‐sectional analyses on dementia‐related neuroimaging outcomes and cognitive function were conducted in 39,459 dementia‐free participants. RESULTS: Higher neuroticism was associated with an 11% higher risk of incident dementia, especially vascular dementia (15% higher risk), regardless of genetic predisposition to dementia. Mental and vascular conditions mediated the association of neuroticism with all‐cause dementia and vascular dementia. Neuroticism was associated with higher cerebrovascular pathology, lower gray matter volume, and worse function across multiple cognitive domains. DISCUSSION: Neuroticism could represent a risk factor for dementia, and vascular and mental health might drive these associations. Highlights: Neuroticism was associated with an increased risk of incident all‐cause dementia, particularly vascular dementia.Associations were not modified by genetic predisposition to dementia.Associations were largely mediated by mental and vascular conditions.Neuroticism was associated with increased cerebrovascular pathology and lower gray matter volume.Neuroticism was associated with worse function across multiple cognitive domains. [ABSTRACT FROM AUTHOR]
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- 2024
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15. Early‐onset Alzheimer's disease explained by polygenic risk of late‐onset disease?
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Mantyh, William G, Cochran, J Nicholas, Taylor, Jared W, Broce, Iris J, Geier, Ethan G, Bonham, Luke W, Anderson, Ashlyn G, Sirkis, Daniel W, La Joie, Renaud, Iaccarino, Leonardo, Chaudhary, Kiran, Edwards, Lauren, Strom, Amelia, Grant, Harli, Allen, Isabel E, Miller, Zachary A, Gorno‐Tempini, Marilu L, Kramer, Joel H, Miller, Bruce L, Desikan, Rahul S, Rabinovici, Gil D, and Yokoyama, Jennifer S
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Biological Psychology ,Biomedical and Clinical Sciences ,Neurosciences ,Psychology ,Prevention ,Genetic Testing ,Neurodegenerative ,Dementia ,Alzheimer's Disease ,Genetics ,Aging ,Brain Disorders ,Acquired Cognitive Impairment ,Human Genome ,Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD) ,2.1 Biological and endogenous factors ,4.1 Discovery and preclinical testing of markers and technologies ,Neurological ,age of onset ,biomarkers ,early-onset Alzheimer's disease ,late-onset Alzheimer's disease ,polygenic risk ,early‐onset Alzheimer's disease ,late‐onset Alzheimer's disease ,Biological psychology - Abstract
Early-onset Alzheimer's disease (AD) is highly heritable, yet only 10% of cases are associated with known pathogenic mutations. For early-onset AD patients without an identified autosomal dominant cause, we hypothesized that their early-onset disease reflects further enrichment of the common risk-conferring single nucleotide polymorphisms associated with late-onset AD. We applied a previously validated polygenic hazard score for late-onset AD to 193 consecutive patients diagnosed at our tertiary dementia referral center with symptomatic early-onset AD. For comparison, we included 179 participants with late-onset AD and 70 healthy controls. Polygenic hazard scores were similar in early- versus late-onset AD. The polygenic hazard score was not associated with age-of-onset or disease biomarkers within early-onset AD. Early-onset AD does not represent an extreme enrichment of the common single nucleotide polymorphisms associated with late-onset AD. Further exploration of novel genetic risk factors of this highly heritable disease is warranted.Highlights: There is a unique genetic architecture of early- versus late-onset Alzheimer's disease (AD).Late-onset AD polygenic risk is not an explanation for early-onset AD.Polygenic risk of late-onset AD does not predict early-onset AD biology.Unique genetic architecture of early- versus late-onset AD parallels AD heterogeneity.
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- 2023
16. Genetic Determinants of Left Atrial Function Are Associated With Stroke
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Oliver B. Vad, Christian Paludan‐Müller, Søren Z. Diederichsen, Emily A. McKaige, Laia M. Monfort, Pia R. Lundegaard, Litten Bertelsen, Laura Andreasen, Jesper H. Svendsen, and Morten S. Olesen
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atrial myopathy ,genetics ,ischemic stroke ,Mendelian randomization ,polygenic risk ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background While atrial fibrillation (AF) is a key risk factor for stroke, recent studies have suggested that atrial cardiomyopathy may also increase stroke risk in the absence of AF. This study aimed to evaluate genetic determinants for left atrial (LA) function and volumes and risk of stroke. Methods and Results Polygenic scores (PGSs) for LA measures were constructed and used in 380 017 individuals in the UK Biobank, without history of ischemic stroke, systemic arterial embolism, or AF at enrollment. Risk of ischemic stroke was estimated using time‐to‐event models, considering all‐cause death and incident AF as competing events. Systemic arterial embolism was investigated as a secondary end point. The PGS for LA passive emptying fraction was associated with risk of ischemic stroke. Individuals with a PGS for LA passive emptying fraction in the lowest quartile had a hazard ratio (HR) of 1.12 for ischemic stroke compared with those in the top quartile (P=0.004). These associations were robust in a subgroup free of prevalent cardiovascular disease at baseline (HR for lowest quartile versus top quartile, 1.22; P
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- 2024
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17. Socioeconomic disadvantage and polygenic risk of overweight in early and mid-life: a longitudinal population cohort study spanning 12 yearsResearch in context
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Jessica A. Kerr, Dorothea Dumuid, Marnie Downes, Katherine Lange, Meredith O'Connor, Ty Stanford, Lukar Thornton, Suzanne Mavoa, Kate Lycett, Tim S. Olds, Ben Edwards, Justin O'Sullivan, Markus Juonala, Ha N.D. Le, Richard Saffery, David Burgner, and Melissa Wake
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Socioeconomic disadvantage ,Polygenic risk ,Adolescent ,Adult ,Overweight ,Obesity ,Public aspects of medicine ,RA1-1270 - Abstract
Summary: Background: We describe BMI by socioeconomic disadvantage and by polygenic risk in parallel cohorts of children and adults (their parents). We examine whether hypothetically intervening to reduce childhood disadvantage could reduce adolescent obesity. Methods: From a population-based cohort (N = 5107) with a mixed design (survey and direct assessment), 24–31% had genotype data: 1607 children (50% male) followed biennially from age 2–3 to 14–15; 2406 adults (36% male) followed from mean age 35–47 years. Exposures were polygenic risk score for BMI, and neighbourhood- and family-level socioeconomic disadvantage categorised as ‘most’ (top two cohort-specific quintiles), ‘average’, or ‘least’ disadvantage (bottom two quintiles). We explored trends in estimated BMI and risk of overweight/obesity by disadvantage, stratified by polygenic risk. We used generalised linear regression to estimate the reduction in overweight/obesity at 14–15 years in children living in ‘least/average disadvantage’ in early childhood relative to those in ‘most disadvantage’, adjusted for confounders. Causal effect estimates were obtained separately for children with higher and lower polygenic risk. Findings: A positive trend between disadvantage and overweight/obesity was most apparent among participants with high polygenic risk. Among children with higher polygenic risk (n = 805), hypothetical target trial results imply that intervening to lessen population-wide neighbourhood disadvantage from most to least disadvantage could reduce adolescent overweight/obesity by 32% (risk ratio (RR) 0.68, 95% CI 0.50–0.92), or by 42% if intervening to lessen family disadvantage (RR 0.58, 95% CI 0.42–0.79). Positive effects were smaller when isolating the population to those with lower polygenic risk (7–17%), and for the whole population, regardless of polygenic risk (25–39%). Interpretation: Children at higher polygenic risk of obesity suffer disproportionate BMI impacts of disadvantage. At the population-level, and especially for those with higher polygenic risk, tackling disadvantage could potentially reduce obesity and associated morbidity, mortality, and costs. Funding: Australian National Health and Medical Research Council. Funding information is detailed in the funding statement.
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- 2024
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18. Investigating the effect of polygenic background on epilepsy phenotype in ‘monogenic’ familiesResearch in context
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Karen L. Oliver, Ingrid E. Scheffer, Colin A. Ellis, Bronwyn E. Grinton, Samuel F. Berkovic, Melanie Bahlo, Zaid Afawi, Dina Amrom, Eva Andermann, Jocelyn F. Bautista, Susannah T. Bellows, Judith Bluvstein, Gregory D. Cascino, Seo-Kyung Chung, Patrick Cossette, Sarah W. Curtis, Norman Delanty, Orrin Devinsky, Dennis Dlugos, Michael P. Epstein, Catharine Freyer, Micheline Gravel, Rebekah V. Harris, Erin L. Heinzen, Olivia J. Henry, Heidi E. Kirsch, Robert C. Knowlton, Eric H. Kossoff, Rebecca Loeb, Daniel H. Lowenstein, Anthony G. Marson, Heather C. Mefford, Paul V. Motika, Terence J. O'Brien, Ruth Ottman, Juliann M. Paolicchi, Slave Petrovski, William O. Pickrell, Mark I. Rees, Lynette G. Sadleir, Jerry J. Shih, Rani K. Singh, Michael C. Smith, Philip E.M. Smith, Rhys H. Thomas, Judith Weisenberg, Peter Widdess-Walsh, and Melodie R. Winawer
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Epilepsy genetics ,Familial epilepsies ,Genetic modifiers ,Polygenic risk ,GEFS+ ,GABRG2 ,Medicine ,Medicine (General) ,R5-920 - Abstract
Summary: Background: Phenotypic variability within families with epilepsy is often observed, even when relatives share the same monogenic cause. We aimed to investigate whether common polygenic risk for epilepsy could explain the penetrance and phenotypic expression of rare pathogenic variants in familial epilepsies. Methods: We studied 58 clinically heterogeneous families with genetic epilepsy with febrile seizures plus (GEFS+). Relatives were coded as either unaffected or affected with epilepsy, and graded according to phenotype severity: no seizures, febrile seizures (FS) only, febrile seizures plus (FS+), generalised/focal epilepsy, or developmental and epileptic encephalopathy (DEE). Epilepsy polygenic risk scores (PRSs) were tested for association with epilepsy phenotype. Within families, the mean PRS difference was compared between pairs concordant versus discordant for phenotype severity. Statistical analyses were performed using mixed-effect regression models. Findings: 304 individuals segregating a known, or presumed, rare variant of large effect, were studied. Within families, higher epilepsy polygenic risk was associated with an epilepsy diagnosis (OR = 1.39, 95% CI 1.08, 1.80, padj = 0.040). Relatives with a more severe phenotype had a mean pairwise PRS difference of +0.19 higher than relatives with a milder phenotype (padj = 0.010). The difference increased with greater phenotype discordance between relatives. As the cohort included two rare variants with >30 relatives each, variant-specific genotype–phenotype associations could also be analysed. Whilst the epilepsy PRS effect was strong for relatives segregating the GABRG2 p.Arg82Gln pathogenic variant (padj = 0.0010), the effect was not significant for SCN1B p.Cys121Trp. Interpretation: We provide support for genetic background modifying the penetrance and phenotypic expression of rare variants associated with ‘monogenic’ epilepsies. In GEFS+ families, relatives with higher epilepsy PRSs were more likely to show penetrance (epilepsy diagnosis) and a more severe phenotype. Variant-specific analyses suggest that some rare variants may be more susceptible to PRS modification, carrying important genetic counselling and disease prognostication implications for patients. Funding: National Health and Medical Research Council of Australia, Medical Research Future Fund of Australia.
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- 2024
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19. Characterizing sustained social anxiety in individuals at clinical high risk for psychosis: trajectory, risk factors, and functional outcomes
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Deng, Wisteria, Addington, Jean, Bearden, Carrie E, Cadenhead, Kristin S, Cornblatt, Barbara A, Mathalon, Daniel H, Perkins, Diana O, Seidman, Larry J, Tsuang, Ming T, Woods, Scott W, Walker, Elaine F, and Cannon, Tyrone D
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Prevention ,Schizophrenia ,Serious Mental Illness ,Behavioral and Social Science ,Brain Disorders ,Mental Health ,Aetiology ,2.3 Psychological ,social and economic factors ,Mental health ,Good Health and Well Being ,Humans ,Longitudinal Studies ,Psychotic Disorders ,Risk Factors ,Prodromal Symptoms ,Anxiety ,Comorbidity ,covariant trajectories ,outcome studies ,polygenic risk ,stress exposure ,Neurosciences ,Public Health and Health Services ,Psychology ,Psychiatry - Abstract
BackgroundWhile comorbidity of clinical high-risk for psychosis (CHR-P) status and social anxiety is well-established, it remains unclear how social anxiety and positive symptoms covary over time in this population. The present study aimed to determine whether there are more than one covariant trajectory of social anxiety and positive symptoms in the North American Prodrome Longitudinal Study cohort (NAPLS 2) and, if so, to test whether the different trajectory subgroups differ in terms of genetic and environmental risk factors for psychotic disorders and general functional outcome.MethodsIn total, 764 CHR individuals were evaluated at baseline for social anxiety and psychosis risk symptom severity and followed up every 6 months for 2 years. Application of group-based multi-trajectory modeling discerned three subgroups based on the covariant trajectories of social anxiety and positive symptoms over 2 years.ResultsOne of the subgroups showed sustained social anxiety over time despite moderate recovery in positive symptoms, while the other two showed recovery of social anxiety below clinically significant thresholds, along with modest to moderate recovery in positive symptom severity. The trajectory group with sustained social anxiety had poorer long-term global functional outcomes than the other trajectory groups. In addition, compared with the other two trajectory groups, membership in the group with sustained social anxiety was predicted by higher levels of polygenic risk for schizophrenia and environmental stress exposures.ConclusionsTogether, these analyses indicate differential relevance of sustained v. remitting social anxiety symptoms in the CHR-P population, which in turn may carry implications for differential intervention strategies.
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- 2023
20. Advances in the genetics of nonalcoholic fatty liver disease
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Ajmera, Veeral and Loomba, Rohit
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Biomedical and Clinical Sciences ,Clinical Sciences ,Clinical Research ,Digestive Diseases ,Genetics ,Liver Disease ,Rare Diseases ,Prevention ,Hepatitis ,Chronic Liver Disease and Cirrhosis ,Orphan Drug ,2.1 Biological and endogenous factors ,4.1 Discovery and preclinical testing of markers and technologies ,Oral and gastrointestinal ,Humans ,Non-alcoholic Fatty Liver Disease ,Genetic Predisposition to Disease ,Liver ,Risk Factors ,Liver Cirrhosis ,Liver Neoplasms ,Polymorphism ,Single Nucleotide ,gene silencing ,nonalcoholic steatohepatitis ,polygenic risk ,rare variant ,Gastroenterology & Hepatology ,Clinical sciences - Abstract
Purpose of reviewNonalcoholic fatty liver disease (NAFLD) is the most common cause of liver disease in the United States and has a strong heritable component. Advances in understanding the genetic underpinnings of NAFLD have revealed important insights into NAFLD pathogenesis, prognosis, and potential therapeutic targets. The purpose of this review is to summarize data on common and rare variants associated with NAFLD, combining risk variants into polygenic scores to predict NAFLD and cirrhosis as well as emerging evidence on using gene silencing as a novel therapeutic target in NAFLD.Recent findingsProtective variants in HSD17B13, MARC1 and CIDEB have been identified and a confer 10-50% lower risk of cirrhosis. Together, these as well as other NAFLD risk variants, including those in PNPLA3 and TM6SF2, can be combined to create polygenic risk scores associated with liver fat, cirrhosis, and hepatocellular carcinoma. Genomic analysis of extreme phenotypes including patients with lean NAFLD without visceral adiposity may uncover rare monogenic disorders with pathogenic and therapeutic implications and gene silencing strategies targeting HSD17B13 and PNPLA3 are being evaluated in early phase human studies as treatments for NAFLD.SummaryAdvances in our understanding of the genetics of NAFLD will enable clinical risk stratification and yield potential therapeutic targets.
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- 2023
21. The mediating role of life course cognitive reserve-enhancing factors in the relationship between adverse childhood experiences and dementia among older adults: evidence from a prospective cohort study in the United States
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Liu, Guangwen, Bao, Tianhao, Gao, Changqing, Hong, Chenlu, Guan, Boyuan, Huang, Yujie, Zheng, Xiaoying, and Luo, Yanan
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- 2024
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22. Healthy dietary patterns and risk of prostate cancer in men at high genetic risk.
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Zhang, Yiwen, Stopsack, Konrad H., Song, Mingyang, Mucci, Lorelei A., Liu, Binkai, Penney, Kathryn L., Tabung, Fred K., Giovannucci, Edward, and Plym, Anna
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DIETARY patterns ,PROSTATE cancer ,PROSTATE cancer patients ,GENETIC risk score ,DISEASE risk factors ,PROPORTIONAL hazards models - Abstract
Prostate cancer has high heritability. Healthy lifestyle has been associated with lower lethal prostate cancer risk among men at increased genetic susceptibility, but the role of healthy dietary patterns remains unknown. We prospectively followed 10,269 genotyped men in the Health Professionals Follow‐up Study (1993–2019). Genetic risk was quantified using an established polygenic risk score (PRS). Five dietary patterns were investigated: healthy eating index, Mediterranean, diabetes risk‐reducing, hyperinsulinemic and inflammatory diet. Overall and lethal prostate cancer rates (metastatic disease/prostate cancer‐specific death) were analyzed using multivariable Cox proportional hazards models. During 26 years of follow‐up, 2133 overall and 253 lethal prostate cancer events were documented. In the highest PRS quartile, higher adherence to a diabetes risk‐reducing diet was associated with lower rates of overall (top vs. bottom quintile HR [95% CI], 0.74 [0.58–0.94]) and lethal prostate cancer (0.43 [0.21–0.88]). A low insulinemic diet was associated with similar lower rates (overall, 0.76 [0.60–0.95]; lethal, 0.46 [0.23–0.94]). Other dietary patterns showed weaker, but similar associations. In the highest PRS quartile, men with healthy lifestyles based on body weight, physical activity, and low insulinemic diet had a substantially lower rate (0.26 [0.13–0.49]) of lethal prostate cancer compared with men with unhealthy lifestyles, translating to a lifetime risk of 3.4% (95% CI, 2.3%–5.0%) among those with healthy lifestyles and 9.5% (5.3%–16.7%) among those with unhealthy lifestyles. Our findings indicate that lifestyle modifications lowering insulin resistance and chronic hyperinsulinemia could be relevant in preventing aggressive prostate cancer among men genetically predisposed to prostate cancer. [ABSTRACT FROM AUTHOR]
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- 2024
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23. Divorce, genetic risk, and suicidal thoughts and behaviors in a sample with recurrent major depressive disorder.
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Edwards, Alexis C., Lannoy, Séverine, Stephenson, Mallory E., Kendler, Kenneth S., and Salvatore, Jessica E.
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SUICIDAL ideation , *SUICIDAL behavior , *MENTAL depression , *DIVORCE , *CHINESE people , *ADULTERY - Abstract
Theories of risk for suicidal thoughts and behaviors (STB) implicate both interpersonal and biological factors. Divorce/separation and aggregate genetic liability are robustly associated with STB, but have seldom been evaluated in conjunction with one another. Furthermore, whether these factors are effective predictors in high-risk populations is not clear. Analyses were conducted in a sample of Han Chinese women with severe recurrent major depressive disorder (maximum N = 4380). Logistic regressions were used to evaluate the associations between divorce/separation and polygenic scores (PGS) for suicidal ideation or behavior with STB. Where appropriate, additive interactions between divorce and PGS were tested. Divorce/separation was significantly associated with increased risk of suicidal ideation, plans, and attempts (odds ratios = 1.28–1.61). PGS for suicidal ideation were not associated with STB, while PGS for suicidal behavior were associated with ideation and plans (odds ratios = 1.08–1.09). There were no significant interactions between divorce/separation and PGS. Consistent with theories of suicidality, the disruption or end of an important interpersonal relationship is an indicator of risk for STB. Aggregate genetic liability for suicidal behavior more modestly contributes to risk, but does not exacerbate the negative impact of divorce. Thus, even within a high-risk sample, interpersonal and biological exposures distinguish between those who do and do not experience STB, and could motivate targeted screening. Further research is necessary to evaluate whether and how the context of divorce contributes to variation in its effect on STB risk. • Divorce and genetic liability increase risk of suicidal thoughts and behaviors. • Genetic liability does not exacerbate the effect of divorce on risk. • Even in a high risk sample, variation in genetic liability matters. [ABSTRACT FROM AUTHOR]
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- 2024
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24. Impact of Short-Term Computerized Cognitive Training on Cognition in Older Adults With and Without Genetic Risk of Alzheimer's Disease: Outcomes From the START Randomized Controlled Trial.
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Corbett, Anne, Williams, Gareth, Creese, Byron, Hampshire, Adam, Palmer, Abbie, Brooker, Helen, and Ballard, Clive
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ALZHEIMER'S disease risk factors , *GENETICS of Alzheimer's disease , *THERAPEUTICS , *COGNITIVE testing , *EVALUATION of human services programs , *STATISTICAL sampling , *EXECUTIVE function , *TREATMENT effectiveness , *RANDOMIZED controlled trials , *INTERNET , *GENETIC risk score , *ATTENTION , *COMPUTERS in medicine , *COGNITION disorders , *APOLIPOPROTEINS , *MEMORY , *COGNITIVE therapy , *INDIVIDUALIZED medicine , *ACTIVE aging , *BIOMARKERS , *OLD age - Abstract
To establish the impact of a 3-minute computerized cognitive training program (START) on cognition in older adults with and without genetic risk of Alzheimer's disease. Two-arm randomized controlled trial of the START program. Remote online trial in adults older than 50 taking part from home. The trial compared the START program with placebo in 6544 people older than 50. Primary outcome was executive function measured through Trailmaking B, with other secondary cognitive measures. Genetic risk profile and ApoE4 status were determined by Illumina Array. START conferred benefit to executive function, attention, memory, and a composite measure, including in people with the ApoE4 genotype. The 3-minute START task offers a means of supporting cognitive health in older adults and could be used at scale and within a precision medicine approach to reduce risk of cognitive decline in a targeted way. [ABSTRACT FROM AUTHOR]
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- 2024
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25. Lifestyle and genetic risk of chronic liver disease in metabolically healthy and unhealthy individuals from the general population
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Isabel Drake, Alice Giontella, Mariam Miari, Kristina Önnerhag, and Marju Orho-Melander
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chronic liver disease ,metabolic dysfunction-associated steatotic liver disease ,cirrhosis ,lifestyle ,diet ,polygenic risk ,Diseases of the digestive system. Gastroenterology ,RC799-869 - Abstract
Background & Aims: It is unclear to what extent lifestyle and genetic factors affect the incidence of chronic liver disease (CLD) in the general population and if lifestyle affects CLD independently of underlying cardiometabolic perturbations and genetic predisposition. Methods: We examined 27,991 men and women aged 44-73 years from the Malmö Diet and Cancer Study recruited between 1991-1996 and followed until the end of 2020 using registry linkage (median follow-up time 25.1 years; 382 incident first-time CLD events). Associations between cardiometabolic factors, polygenic risk scores (PRSs), and lifestyle factors in relation to CLD were examined using multivariable Cox proportional hazards regression models. Results: The incidence of CLD increased with number of cardiometabolic risk factors (the hazard ratio per each additional cardiometabolic risk factor was 1.33; 95% CI 1.21-1.45; p = 5.1 x 10-10). Two novel PRSs for metabolic dysfunction-associated steatotic liver disease and a PRS for cirrhosis were associated with higher risk of CLD but provided marginal predictive utility on top of other risk factors and compared to the PNPLA3 rs738409 genetic variant. An unhealthy lifestyle (high alcohol intake, current smoking, physical inactivity and unhealthy diet) markedly increased the risk of CLD (hazard ratio 3.97, 95% CI 2.59-6.10). Observed associations between examined lifestyle factors and CLD were largely independent of cardiometabolic perturbations and polygenic risk. Conclusions: We confirmed the importance of cardiometabolic dysfunction in relation to risk of CLD in the general population. Lifestyle risk factors were shown to be independently associated with CLD and added predictive information on top of cardiometabolic risk factors. Information on the polygenic risk of liver disease does not currently improve the prediction of CLD in the general population. Impact and implications:: This large population-based prospective study suggests largely independent roles of cardiometabolic, lifestyle, and genetic risk factors in the development of chronic liver disease. Findings strengthen the evidence base for a beneficial effect of modification of high-risk lifestyle behaviors in the primary prevention of chronic liver disease in the general population.
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- 2024
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26. Subjective Cognitive Decline and Genetic Propensity for Dementia beyond Apolipoprotein ε4: A Systematic Review
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Stefanos N. Sampatakakis, Maria Roma, and Nikolaos Scarmeas
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subjective cognitive decline ,cognitive complaints ,early dementia stages ,genetic propensity ,polygenic risk ,Biology (General) ,QH301-705.5 - Abstract
Subjective cognitive decline (SCD) has been described as a probable early stage of dementia, as it has consistently appeared to precede the onset of objective cognitive impairment. SCD is related to many risk factors, including genetic predisposition for dementia. The Apolipoprotein (APOE) ε4 allele, which has been thoroughly studied, seems to explain genetic risk for SCD only partially. Therefore, we aimed to summarize existing data regarding genetic factors related to SCD, beyond APOE ε4, in order to improve our current understanding of SCD. We conducted a PRISMA systematic search in PubMed/MEDLINE and Embase databases using the keywords “subjective cognitive decline” and “genetic predisposition” with specific inclusion and exclusion criteria. From the 270 articles identified, 16 were finally included for the qualitative analysis. Family history of Alzheimer’s disease (AD) in regard to SCD was explored in eight studies, with conflicting results. Other genes implicated in SCD, beyond APOE ε4, were investigated in six studies, which were not strong enough to provide clear conclusions. Very few data have been published regarding the association of polygenic risk for AD and SCD. Thus, many more genes related to AD must be studied, with polygenic risk scores appearing to be really promising for future investigation.
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- 2024
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27. Meta-analysis of epigenetic aging in schizophrenia reveals multifaceted relationships with age, sex, illness duration, and polygenic risk
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Ori, Anil P. S., Olde Loohuis, Loes M., Guintivano, Jerry, Hannon, Eilis, Dempster, Emma, St. Clair, David, Bass, Nick J., McQuillin, Andrew, Mill, Jonathan, Sullivan, Patrick F., Kahn, Rene S., Horvath, Steve, and Ophoff, Roel A.
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- 2024
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28. Polygenic risk for suicide attempt is associated with lifetime suicide attempt in US soldiers independent of parental risk.
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Stein, Murray B., Jain, Sonia, Papini, Santiago, Campbell-Sills, Laura, Choi, Karmel W., Martis, Brian, Sun, Xiaoying, He, Feng, Ware, Erin B., Naifeh, James A., Aliaga, Pablo A., Ge, Tian, Smoller, Jordan W., Gelernter, Joel, Kessler, Ronald C., and Ursano, Robert J.
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ATTEMPTED suicide , *MONOGENIC & polygenic inheritance (Genetics) , *SUICIDE risk factors , *GENETIC risk score , *SELF-injurious behavior - Abstract
Suicide is a leading cause of death worldwide. Whereas some studies have suggested that a direct measure of common genetic liability for suicide attempts (SA), captured by a polygenic risk score for SA (SA-PRS), explains risk independent of parental history, further confirmation would be useful. Even more unsettled is the extent to which SA-PRS is associated with lifetime non-suicidal self-injury (NSSI). We used summary statistics from the largest available GWAS study of SA to generate SA-PRS for two non-overlapping cohorts of soldiers of European ancestry. These were tested in multivariable models that included parental major depressive disorder (MDD) and parental SA. In the first cohort, 417 (6.3 %) of 6573 soldiers reported lifetime SA and 1195 (18.2 %) reported lifetime NSSI. In a multivariable model that included parental history of MDD and parental history of SA, SA-PRS remained significantly associated with lifetime SA [aOR = 1.26, 95%CI:1.13–1.39, p < 0.001] per standardized unit SA-PRS]. In the second cohort, 204 (4.2 %) of 4900 soldiers reported lifetime SA, and 299 (6.1 %) reported lifetime NSSI. In a multivariable model that included parental history of MDD and parental history of SA, SA-PRS remained significantly associated with lifetime SA [aOR = 1.20, 95%CI:1.04–1.38, p = 0.014]. A combined analysis of both cohorts yielded similar results. In neither cohort or in the combined analysis was SA-PRS significantly associated with NSSI. PRS for SA conveys information about likelihood of lifetime SA (but not NSSI, demonstrating specificity), independent of self-reported parental history of MDD and parental history of SA. At present, the magnitude of effects is small and would not be immediately useful for clinical decision-making or risk-stratified prevention initiatives, but this may be expected to improve with further iterations. Also critical will be the extension of these findings to more diverse populations. • Polygenic risk for suicide attempt (SA) is associated with history of suicide attempts in US Army soldiers. • This association is seen for suicide attempts but not with non-suicidal self-injury • Polygenic risk indices for SA may contribute in the future to the identification of at-risk individuals. [ABSTRACT FROM AUTHOR]
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- 2024
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29. Walking time and genetic predisposition for Alzheimer’s disease: Results from the HELIAD study.
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Sampatakakis, Stefanos N., Mourtzi, Niki, Charisis, Sokratis, Mamalaki, Eirini, Ntanasi, Eva, Hatzimanolis, Alex, Ramirez, Alfredo, Lambert, Jean-Charles, Yannakoulia, Mary, Kosmidis, Mary H., Dardiotis, Efthimios, Hadjigeorgiou, Georgios, Megalou, Maria, Sakka, Paraskevi, and Scarmeas, Nikolaos
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Abstract
Objective: Our study aimed to explore whether physical condition might affect the association between genetic predisposition for Alzheimer’s Disease (AD) and AD incidence.Methods: The sample of participants consisted of 561 community-dwelling adults over 64 years old, without baseline dementia (508 cognitively normal and 53 with mild cognitive impairment), deriving from the HELIAD, an ongoing longitudinal study with follow-up evaluations every 3 years. Physical condition was assessed at baseline through walking time (WT), while a Polygenic Risk Score for late onset AD (PRS-AD) was used to estimate genetic predisposition. The association between WT and PRS-AD with AD incidence was evaluated with Cox proportional hazard models adjusted for age, sex, education years, global cognition score andAPOE ε-4 genotype. Then, the association between WT and AD incidence was investigated after stratifying participants by low and high PRS-AD. Finally, we examined the association between PRS-AD and AD incidence after stratifying participants by WT.Results: Both WT and PRS-AD were connected with increased AD incidence (p < 0.05), after adjustments. In stratified analyses, in the slow WT group participants with a greater genetic risk had a 2.5-fold higher risk of developing AD compared to participants with lower genetic risk (p = 0.047). No association was observed in the fast WT group or when participants were stratified based on PRS-AD.Conclusions: Genetic predisposition for AD is more closely related to AD incidence in the group of older adults with slow WT. Hence, physical condition might be a modifier in the relationship of genetic predisposition with AD incidence. [ABSTRACT FROM AUTHOR]- Published
- 2024
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30. Person‐specific differences in ubiquitin‐proteasome mediated proteostasis in human neurons.
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Hsieh, Yi‐Chen, Augur, Zachary M., Arbery, Mason, Ashour, Nancy, Barrett, Katharine, Pearse, Richard V., Tio, Earvin S., Duong, Duc M., Felsky, Daniel, De Jager, Philip L., Bennett, David A., Seyfried, Nicholas T., and Young‐Pearse, Tracy L.
- Abstract
BACKGROUND: Impairment of the ubiquitin‐proteasome system (UPS) has been implicated in abnormal protein accumulation in Alzheimer's disease. It remains unclear if genetic variation affects the intrinsic properties of neurons that render some individuals more vulnerable to UPS impairment. METHODS: Induced pluripotent stem cell (iPSC)‐derived neurons were generated from over 50 genetically variant and highly characterized participants of cohorts of aging. Proteomic profiling, proteasome activity assays, and Western blotting were employed to examine neurons at baseline and in response to UPS perturbation. RESULTS: Neurons with lower basal UPS activity were more vulnerable to tau accumulation following mild UPS inhibition. Chronic reduction in proteasome activity in human neurons induced compensatory elevation of regulatory proteins involved in proteostasis and several proteasome subunits. DISCUSSION: These findings reveal that genetic variation influences basal UPS activity in human neurons and differentially sensitizes them to external factors perturbing the UPS, leading to the accumulation of aggregation‐prone proteins such as tau. Highlights: Polygenic risk score for AD is associated with the ubiquitin‐proteasome system (UPS) in neurons.Basal proteasome activity correlates with aggregation‐prone protein levels in neurons.Genetic variation affects the response to proteasome inhibition in neurons.Neuronal proteasome perturbation induces an elevation in specific proteins involved in proteostasis.Low basal proteasome activity leads to enhanced tau accumulation with UPS challenge. [ABSTRACT FROM AUTHOR]
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- 2024
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31. Lifestyle Factors Counteract the Neurodevelopmental Impact of Genetic Risk for Accelerated Brain Aging in Adolescence.
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Petrican, Raluca, Fornito, Alex, and Boyland, Emma
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DOPAMINE receptors , *STUDENT engagement , *GLUTAMATE receptors , *NEURAL development , *NEUROPLASTICITY , *PATHOLOGICAL psychology , *ALZHEIMER'S disease - Abstract
The transition from childhood to adolescence is characterized by enhanced neural plasticity and a consequent susceptibility to both beneficial and adverse aspects of one's milieu. To understand the implications of the interplay between protective and risk-enhancing factors, we analyzed longitudinal data from the Adolescent Brain Cognitive Development (ABCD) Study (n = 834; 394 female). We probed the maturational correlates of positive lifestyle variables (friendships, parental warmth, school engagement, physical exercise, healthy nutrition) and genetic vulnerability to neuropsychiatric disorders (major depressive disorder, Alzheimer's disease, anxiety disorders, bipolar disorder, schizophrenia) and sought to further elucidate their implications for psychological well-being. Genetic risk factors and lifestyle buffers showed divergent relationships with later attentional and interpersonal problems. These effects were mediated by distinguishable functional neurodevelopmental deviations spanning the limbic, default mode, visual, and control systems. More specifically, greater genetic vulnerability was associated with alterations in the normative maturation of areas rich in dopamine (D 2), glutamate, and serotonin receptors and of areas with stronger expression of astrocytic and microglial genes, a molecular signature implicated in the brain disorders discussed here. Greater availability of lifestyle buffers predicted deviations in the normative functional development of higher density GABAergic (gamma-aminobutyric acidergic) receptor regions. The two profiles of neurodevelopmental alterations showed complementary roles in protection against psychopathology, which varied with environmental stress levels. Our results underscore the importance of educational involvement and healthy nutrition in attenuating the neurodevelopmental sequelae of genetic risk factors. They also underscore the importance of characterizing early-life biomarkers associated with adult-onset pathologies. [ABSTRACT FROM AUTHOR]
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- 2024
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32. Polygenic Variation Underlying Educational Attainment and Attention-Deficit/Hyperactivity Disorder Indexes Behavior Ratings of Executive Functions in Child Psychiatry Outpatients.
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Capawana, Michael R., Vuijk, Pieter J., Martin, Joanna, Pollastri, Alisha R., Forchelli, Gina A., Woscoboinik, Georgia G., Tremblay, Sonia L., Wolfe, Lauren E., Braaten, Ellen B., and Doyle, Alysa E.
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EXECUTIVE function ,EDUCATIONAL attainment ,ATTENTION-deficit hyperactivity disorder ,CHILD psychiatry ,BEHAVIOR disorders ,SPECIAL education teachers - Abstract
Objective: We leveraged common genetic variation underlying ADHD, educational attainment (EA) and cognition (COG) to understand the nature of the Behavior Rating Inventory for Executive Functions (BRIEF) and its relationship to academic functioning. Method: Participants were 991 youth, ages 7 to 17, consecutively referred for neuropsychiatric evaluation. Polygenic scores (PGS) for ADHD, EA, and COG were related to the BRIEF using regression analyses. Structural equation models were used to examine the associations between the PGS, BRIEF and academic outcomes (math, reading, and special education services [EDPLAN]). Results: After modeling the PGS together, only the EA and ADHD PGS significantly associated with the BRIEF. The BRIEF partially mediated the relationships between EA PGS with math and EDPLAN and fully mediated the relationship between ADHD PGS and EDPLAN. Conclusion: Genetic data extend evidence that the BRIEF measures a construct relevant to educational success that differs from what is indexed by cognitive testing. [ABSTRACT FROM AUTHOR]
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- 2024
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33. Distinct Longitudinal Brain White Matter Microstructure Changes and Associated Polygenic Risk of Common Psychiatric Disorders and Alzheimer’s Disease in the UK Biobank
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Max Korbmacher, Dennis van der Meer, Dani Beck, Daniel E. Askeland-Gjerde, Eli Eikefjord, Arvid Lundervold, Ole A. Andreassen, Lars T. Westlye, and Ivan I. Maximov
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Aging ,Diffusion MRI ,Magnetic resonance imaging ,Microstructure ,Polygenic risk ,White matter ,Psychiatry ,RC435-571 - Abstract
Background: During the course of adulthood and aging, white matter (WM) structure and organization are characterized by slow degradation processes such as demyelination and shrinkage. An acceleration of such aging processes has been linked to the development of a range of diseases. Thus, an accurate description of healthy brain maturation, particularly in terms of WM features, is fundamental to the understanding of aging. Methods: We used longitudinal diffusion magnetic resonance imaging to provide an overview of WM changes at different spatial and temporal scales in the UK Biobank (UKB) (n = 2678; agescan 1 = 62.38 ± 7.23 years; agescan 2 = 64.81 ± 7.1 years). To examine the genetic overlap between WM structure and common clinical conditions, we tested the associations between WM structure and polygenic risk scores for the most common neurodegenerative disorder, Alzheimer’s disease, and common psychiatric disorders (unipolar and bipolar depression, anxiety, obsessive-compulsive disorder, autism, schizophrenia, attention-deficit/hyperactivity disorder) in longitudinal (n = 2329) and cross-sectional (n = 31,056) UKB validation data. Results: Our findings indicate spatially distributed WM changes across the brain, as well as distributed associations of polygenic risk scores with WM. Importantly, brain longitudinal changes reflected genetic risk for disorder development better than the utilized cross-sectional measures, with regional differences giving more specific insights into gene-brain change associations than global averages. Conclusions: We extend recent findings by providing a detailed overview of WM microstructure degeneration on different spatial levels, helping to understand fundamental brain aging processes. Further longitudinal research is warranted to examine aging-related gene-brain associations.
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- 2024
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34. Impact of autism genetic risk on brain connectivity: a mechanism for the female protective effect.
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Lawrence, Katherine E, Hernandez, Leanna M, Fuster, Emily, Padgaonkar, Namita T, Patterson, Genevieve, Jung, Jiwon, Okada, Nana J, Lowe, Jennifer K, Hoekstra, Jackson N, Jack, Allison, Aylward, Elizabeth, Gaab, Nadine, Van Horn, John D, Bernier, Raphael A, McPartland, James C, Webb, Sara J, Pelphrey, Kevin A, Green, Shulamite A, Bookheimer, Susan Y, Geschwind, Daniel H, Dapretto, Mirella, Nelson, Charles A, Ankenman, Katy, Corrigan, Sarah, Depedro-Mercier, Dianna, Guilford, Desiree, Gupta, Abha R, Jacokes, Zachary, Jeste, Shafali, Keifer, Cara M, Libsack, Erin, Kresse, Anna, MacDonnell, Erin, McDonald, Nicole, Naples, Adam, Neuhaus, Emily, Sullivan, Catherine AW, Tsapelas, Heidi, Torgerson, Carinna M, Ventola, Pamela, Welker, Olivia, and Wolf, Julie
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Pediatric ,Neurosciences ,Autism ,Intellectual and Developmental Disabilities (IDD) ,Mental Health ,Genetics ,Serious Mental Illness ,Behavioral and Social Science ,Brain Disorders ,Prevention ,Aetiology ,2.1 Biological and endogenous factors ,2.3 Psychological ,social and economic factors ,1.1 Normal biological development and functioning ,Underpinning research ,Neurological ,Mental health ,Adolescent ,Autism Spectrum Disorder ,Autistic Disorder ,Brain ,Brain Mapping ,Child ,Female ,Humans ,Magnetic Resonance Imaging ,Male ,autism spectrum disorder ,female protective effect ,functional connectivity ,imaging genetics ,polygenic risk ,GENDAAR Consortium ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Neurology & Neurosurgery - Abstract
The biological mechanisms underlying the greater prevalence of autism spectrum disorder in males than females remain poorly understood. One hypothesis posits that this female protective effect arises from genetic load for autism spectrum disorder differentially impacting male and female brains. To test this hypothesis, we investigated the impact of cumulative genetic risk for autism spectrum disorder on functional brain connectivity in a balanced sample of boys and girls with autism spectrum disorder and typically developing boys and girls (127 youth, ages 8-17). Brain connectivity analyses focused on the salience network, a core intrinsic functional connectivity network which has previously been implicated in autism spectrum disorder. The effects of polygenic risk on salience network functional connectivity were significantly modulated by participant sex, with genetic load for autism spectrum disorder influencing functional connectivity in boys with and without autism spectrum disorder but not girls. These findings support the hypothesis that autism spectrum disorder risk genes interact with sex differential processes, thereby contributing to the male bias in autism prevalence and proposing an underlying neurobiological mechanism for the female protective effect.
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- 2022
35. Associations between cognition and polygenic liability to substance involvement in middle childhood: Results from the ABCD study
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Paul, Sarah E, Hatoum, Alexander S, Barch, Deanna M, Thompson, Wesley K, Agrawal, Arpana, Bogdan, Ryan, and Johnson, Emma C
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Pharmacology and Pharmaceutical Sciences ,Biomedical and Clinical Sciences ,Health Sciences ,Behavioral and Social Science ,Cannabinoid Research ,Brain Disorders ,Alcoholism ,Alcohol Use and Health ,Human Genome ,Substance Misuse ,Basic Behavioral and Social Science ,Pediatric ,Prevention ,Drug Abuse (NIDA only) ,Genetics ,Mental Health ,2.3 Psychological ,social and economic factors ,Mental health ,Good Health and Well Being ,Adolescent ,Child ,Cognition ,Genome-Wide Association Study ,Humans ,Multifactorial Inheritance ,Risk Factors ,Substance-Related Disorders ,Cognitive ability ,Polygenic risk ,Substance use ,Substance use disorder ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Substance Abuse ,Biochemistry and cell biology ,Pharmacology and pharmaceutical sciences ,Epidemiology - Abstract
BackgroundCognition is robustly associated with substance involvement. This relationship is attributable to multiple factors, including genetics, though such contributions show inconsistent patterns in the literature. For instance, genome-wide association studies point to potential positive relationships between educational achievement and common substance use but negative relationships with heavy and/or problematic substance use.MethodsWe estimated associations between polygenic risk for substance involvement (i.e., alcohol, tobacco, and cannabis use and problematic use) and cognition subfacets (i.e., general ability, executive function, learning/memory) derived from confirmatory factor analysis among 3205 substance naïve children (ages 9-10) of European ancestry who completed the baseline session of the Adolescent Brain Cognitive Development (ABCD) Study.FindingsPolygenic risk for lifetime cannabis use was positively associated with all three facets of cognitive ability (Bs ≥ 0.045, qs ≤ 0.044). No other substance polygenic risk scores showed significant associations with cognition after adjustment for multiple testing (|Bs|≤0.033, qs ≥ 0.118).ConclusionsPolygenic liability to lifetime cannabis use, but not use disorder, was positively associated with cognitive performance among substance-naïve children, possibly reflecting shared genetic overlap with openness to experience or the influence of genetic variance associated with socioeconomic status. Our lack of findings for the other polygenic scores may reflect ascertainment differences between the genome-wide association study (GWAS) samples and the current sample and/or the young age of the present sample. As longitudinal data in ABCD are collected, this sample may be useful for disentangling putatively causal or predispositional influences of substance use and misuse on cognition.
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- 2022
36. Examining the Role of Neuroticism Polygenic Risk in Late Life Cognitive Change: A UK Biobank Study
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Niki Akbarian, Mahbod Ebrahimi, Fernanda C. Dos Santos, Sara Sadat Afjeh, Mohamed Abdelhack, Marcos Sanches, Andreea O. Diaconescu, Tarek K. Rajji, Daniel Felsky, Clement C. Zai, and James L. Kennedy
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cognitive decline ,neuroticism ,polygenic risk ,cognition ,personality traits ,Psychology ,BF1-990 - Abstract
Cognitive decline is a public health concern affecting about 50 million individuals worldwide. Neuroticism, defined as the trait disposition to experience intense and frequent negative emotions, has been associated with an increased risk of late-life cognitive decline. However, the underlying biological mechanisms of this association remain unknown. This study investigated the relationship between genetic predisposition to neuroticism, computed by polygenic risk score (PRS), and performance in cognitive domains of reasoning, processing speed, visual attention, and memory in individuals over age 60. The sample consisted of UK Biobank participants with genetic and cognitive data available (N = 10,737, 4686 females; mean age = 63.4 ± 2.71). The cognitive domains were assessed at baseline for all participants and seven years later for a subset (N = 645, 262 females; mean age = 62.9 ± 2.44). Neuroticism PRS was not associated cross-sectionally with cognitive measures (p > 0.05). However, the trajectory of change for processing speed (β = 0.020; 95% CI = [0.006, 0.035], adjusted p = 0.0148), visual attention (β = −0.077; 95% CI = [−0.0985, −0.0553], adjusted p = 1.412 × 10−11), and memory (β = −0.033; 95% CI = [−0.0535, −0.0131], adjusted p = 0.005) was significantly associated with neuroticism PRS. Specifically, a higher genetic predisposition to neuroticism was associated with less decline in these cognitive domains. This trend persisted after sensitivity analysis using complete cases, although it only remained nominally significant for visual attention.
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- 2024
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37. Dynamics of Cognitive Impairment in MCI Patients over a Three-Year Period: The Informative Role of Blood Biomarkers, Neuroimaging, and Genetic Factors
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Irina Morozova, Yana Zorkina, Alexander Berdalin, Anna Ikonnikova, Marina Emelyanova, Elena Fedoseeva, Olga Antonova, Dmitry Gryadunov, Alisa Andryushchenko, Valeriya Ushakova, Olga Abramova, Angelina Zeltser, Marat Kurmishev, Victor Savilov, Natalia Osipova, Irina Preobrazhenskaya, Georgy Kostyuk, and Anna Morozova
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MCI ,polygenic risk ,genetic risk ,APOE ,MMSE ,MOCA ,Medicine (General) ,R5-920 - Abstract
Given the high growth rates of cognitive decline among the elderly population and the lack of effective etiological treatments, early diagnosis of cognitive impairment progression is an imperative task for modern science and medicine. It is of particular interest to identify predictors of an unfavorable subsequent course of cognitive disorders, specifically, rapid progression. Our study assessed the informative role of various risk factors on the dynamics of cognitive impairment among mild cognitive impairment (MCI) patients. The study included patients with MCI (N = 338) who underwent neuropsychological assessment, magnetic resonance imaging (MRI) examination, blood sampling for general and biochemical analysis, APOE genotyping, and polygenic risk score (PRS) evaluation. The APOE ε4/ε4 genotype was found to be associated with a diminished overall cognitive scores initial assessment and negative cognitive dynamics. No associations were found between cognitive changes and the PRS. The progression of cognitive impairment was associated with the width of the third ventricle and hematological parameters, specifically, hematocrit and erythrocyte levels. The absence of significant associations between the dynamics of cognitive decline and PRS over three years can be attributed to the provided suitable medical care for the prevention of cognitive impairment. Adding other risk factors and their inclusion in panels assessing the risk of progression of cognitive impairment should be considered.
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- 2024
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38. Alzheimer's polygenic hazard score in SuperAgers: SuperGenes or SuperResilience?
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Spencer, Barbara E, Banks, Sarah J, Dale, Anders M, Brewer, James B, Makowski‐Woidan, Beth, Weintraub, Sandra, Mesulam, M‐Marsel, Geula, Changiz, and Rogalski, Emily
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Biomedical and Clinical Sciences ,Biological Psychology ,Clinical Sciences ,Neurosciences ,Psychology ,Prevention ,Brain Disorders ,Aging ,Neurodegenerative ,Acquired Cognitive Impairment ,Dementia ,Alzheimer's Disease ,Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD) ,Genetics ,2.1 Biological and endogenous factors ,Neurological ,aging ,Alzheimer's disease ,dementia ,episodic memory ,polygenic risk ,resilience ,resistance ,successful aging ,Clinical sciences ,Biological psychology - Abstract
IntroductionSuperAgers are individuals over age 80 with superior episodic memory, at a level consistent with individuals 20 to 30 years their junior and who seem to show resistance to age-related neurofibrillary degeneration. Here we examine whether low genetic risk for Alzheimer's disease (AD) contributes to SuperAgers' unusually high episodic memory performance in advanced age.MethodsThe AD polygenic hazard score (PHS) was calculated for each SuperAger and cognitively normal participant and compared between groups.ResultsA total of 37 SuperAgers (73% female, mean [standard deviation] 82.7 [2.8] years old) and 35 controls (54% female, 83.7 [4.3] years old) were included. There was no significant difference in the AD PHS between SuperAgers and cognitively normal controls.DiscussionUnusually successful cognitive aging cannot be simply explained by low polygenic risk for AD as assessed by common genetic variants. However, rare variants and common protective genetic factors may contribute to resistance or resilience.HighlightsSuperAging cannot be simply explained by low polygenic risk for Alzheimer's disease.Rare variants and common protective genetic factors may contribute to SuperAging.A protective factors polygenic score may uncover mechanisms for SuperAging.
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- 2022
39. Polygenic risk for major depression is associated with lifetime suicide attempt in US soldiers independent of personal and parental history of major depression.
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Stein, Murray, Jain, Sonia, Campbell-Sills, Laura, Ware, Erin, Choi, Karmel, He, Feng, Ge, Tian, Gelernter, Joel, Smoller, Jordan, Kessler, Ronald, and Ursano, Robert
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family history ,major depression ,polygenic risk ,suicide ,suicide attempt ,Depression ,Depressive Disorder ,Major ,Humans ,Military Personnel ,Parents ,Prospective Studies ,Risk Factors ,Suicide ,Attempted - Abstract
Suicide is a major public health problem. The contribution of common genetic variants for major depressive disorder (MDD) independent of personal and parental history of MDD has not been established. Polygenic risk score (using PRS-CS) for MDD was calculated for US Army soldiers of European ancestry. Associations between polygenic risk for MDD and lifetime suicide attempt (SA) were tested in models that also included parental or personal history of MDD. Models were adjusted for age, sex, tranche (where applicable), and 10 principal components reflecting ancestry. In the first cohort, 417 (6.3%) of 6,573 soldiers reported a lifetime history of SA. In a multivariable model that included personal [OR = 3.83, 95% CI:3.09-4.75] and parental history of MDD [OR = 1.43, 95% CI:1.13-1.82 for one parent and OR = 1.64, 95% CI:1.20-2.26 for both parents), MDD PRS was significantly associated with SA (OR = 1.22 [95% CI:1.10-1.36]). In the second cohort, 204 (4.2%) of 4,900 soldiers reported a lifetime history of SA. In a multivariable model that included personal [OR = 3.82, 95% CI:2.77-5.26] and parental history of MDD [OR = 1.42, 95% CI:0.996-2.03 for one parent and OR = 2.21, 95% CI:1.33-3.69 for both parents) MDD PRS continued to be associated (at p = .0601) with SA (OR = 1.15 [95% CI:0.994-1.33]). A soldiers PRS for MDD conveys information about likelihood of a lifetime SA beyond that conveyed by two predictors readily obtainable by interview: personal or parental history of MDD. Results remain to be extended to prospective prediction of incident SA. These findings portend a role for PRS in risk stratification for suicide attempts.
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- 2021
40. Kidney function, albuminuria, and their modification by genetic factors and risk of incident dementia in UK Biobank
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Tian-Shin Yeh, Lei Clifton, Jennifer A. Collister, Xiaonan Liu, David J. Hunter, and Thomas J. Littlejohns
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Kidney function ,Estimated glomerular filtration rate ,Albuminuria ,Genetics ,Polygenic risk ,Dementia ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Associations between kidney function and dementia risk are inconclusive. Chronic kidney disease (CKD) severity is determined by levels of both estimated glomerular filtration rate (eGFR) and the urine albumin to creatinine ratio (ACR). However, whether there is a graded increase in dementia risk for worse eGFR in each ACR category is unclear. Also, whether genetic risk for dementia impacts the associations is unknown. The current study aims to investigate the associations between eGFR and albuminuria with dementia risk both individually and jointly, whether the associations vary by different follow-up periods, and whether genetic factors modified the associations. Methods In 202,702 participants aged ≥ 60 years from the UK Biobank, Cox proportional-hazards models were used to examine the associations between eGFR and urine albumin creatinine ratio (ACR) with risk of incident dementia. GFR was estimated based on serum creatinine, cystatin C, or both. The models were restricted to different follow-up periods (
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- 2023
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41. Exploring genetic risk for catatonia in a genome wide association study and polygenic risk score analysis.
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Wilson, Jo Ellen, Sealock, Julia, Straub, Peter, Raman, Rameela, Kipp, Aaron M., Dittus, Robert S., Heckers, Stephan, Ely, Wes, and Davis, Lea K.
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GENOME-wide association studies , *DISEASE risk factors , *MONOGENIC & polygenic inheritance (Genetics) , *CATATONIA , *SCHIZOPHRENIA - Abstract
Catatonia is an under-recognized disorder characterized by psychomotor (increased, decreased, or abnormal) changes, affective symptoms, and disturbance of volition, which may arise in the setting of decompensated psychiatric or non-psychiatric medical disorders. Genetic studies of catatonia are limited, and to the best of our knowledge no prior genome wide association studies of catatonia have been performed to date. First we performed a genome wide association study of catatonia regardless of etiology (psychiatric or non-psychiatric). Secondarily we evaluated whether there was an elevated genetic risk profile for predisposing psychiatric disorders (schizophrenia spectrum disorder, bipolar affective disorder, etc.) in patients with catatonia. We used a matched case control design and applied polygenic risk scores to evaluate for a shared polygenetic contribution to catatonia from common psychiatric phenotypes that show a high prevalence of catatonia in their decompensated states. Anxiety, bipolar affective disorder, schizophrenia spectrum disorder and cross disorder polygenic risk scores were significantly associated with catatonia case status in both unadjusted and adjusted logistic regression models for the European Ancestry set even after correcting for multiple comparisons. Depression, Alzheimer's, Autism Spectrum Disorder and Obsessive Disorder polygenic risk scores were not significantly associated with catatonia status in participants of European Ancestry. In the African Ancestry set, no psychiatric polygenic risk scores were significantly associated with catatonia status in either the unadjusted or adjusted regression models. Even after controlling for relevant covariates, anxiety, bipolar affective disorder, schizophrenia spectrum disorder and cross disorders were significantly associated with catatonia status suggesting that there might be a shared genetic risk for those disorders amongst patients with catatonia. [ABSTRACT FROM AUTHOR]
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- 2024
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42. Positive personality traits moderate persistent high alcohol consumption, determined by polygenic risk in U.S. military veterans: results from a 10-year, population-based, observational cohort study.
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Na, Peter, Zhou, Hang, Montalvo-Ortiz, Janitza L., Cabrera-Mendoza, Brenda, Petrakis, Ismene L., Krystal, John H., Polimanti, Renato, Gelernter, Joel, and Pietrzak, Robert H.
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ALCOHOLISM risk factors , *PERSONALITY , *RELATIVE medical risk , *SCIENTIFIC observation , *SOCIAL support , *CONFIDENCE intervals , *SINGLE nucleotide polymorphisms , *SELF-evaluation , *POST-traumatic stress disorder , *PSYCHOLOGY of veterans , *RISK assessment , *GENOME-wide association studies , *ATTACHMENT behavior , *ALCOHOL drinking , *CONSCIENCE , *DESCRIPTIVE statistics , *CHI-squared test , *SCALE analysis (Psychology) , *QUESTIONNAIRES , *RESEARCH funding , *PSYCHOLOGY of military personnel , *DATA analysis software , *LONGITUDINAL method , *OPTIMISM - Abstract
Background: Understanding the interplay between psychosocial factors and polygenic risk scores (PRS) may help elucidate the biopsychosocial etiology of high alcohol consumption (HAC). This study examined the psychosocial moderators of HAC, determined by polygenic risk in a 10-year longitudinal study of US military veterans. We hypothesized that positive psychosocial traits (e.g. social support, personality traits, optimism, gratitude) may buffer risk of HAC in veterans with greater polygenic liability for alcohol consumption (AC). Methods: Data were analyzed from 1323 European-American US veterans who participated in the National Health and Resilience in Veterans Study, a 10-year, nationally representative longitudinal study of US military veterans. PRS reflecting genome-wide risk for AC (AUDIT-C) was derived from a Million Veteran Program genome-wide association study (N = 200 680). Results: Among the total sample, 328 (weighted 24.8%) had persistent HAC, 131 (weighted 9.9%) had new-onset HAC, 44 (weighted 3.3%) had remitted HAC, and 820 (weighted 62.0%) had no/low AC over the 10-year study period. AUDIT-C PRS was positively associated with persistent HAC relative to no/low AC [relative risk ratio (RRR) = 1.43, 95% confidence interval (CI) = 1.23–1.67] and remitted HAC (RRR = 1.63, 95% CI = 1.07–2.50). Among veterans with higher AUDIT-C PRS, greater baseline levels of agreeableness and greater dispositional gratitude were inversely associated with persistent HAC. Conclusions: AUDIT-C PRS was prospectively associated with persistent HAC over a 10-year period, and agreeableness and dispositional gratitude moderated this association. Clinical interventions designed to target these modifiable psychological traits may help mitigate risk of persistent HAC in veterans with greater polygenic liability for persistent HAC. [ABSTRACT FROM AUTHOR]
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- 2023
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43. The genetic contribution to the comorbidity of depression and anxiety: a multi-site electronic health records study of almost 178 000 people.
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Coombes, Brandon J, Landi, Isotta, Choi, Karmel W, Singh, Kritika, Fennessy, Brian, Jenkins, Greg D, Batzler, Anthony, Pendegraft, Richard, Nunez, Nicolas A, Gao, Y Nina, Ryu, Euijung, Wickramaratne, Priya, Weissman, Myrna M, Pathak, Jyotishman, Mann, J John, Smoller, Jordan W, Davis, Lea K, Olfson, Mark, Charney, Alexander W, and Biernacka, Joanna M
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ANXIETY diagnosis , *DIAGNOSIS of mental depression , *MENTAL depression genetics , *HISPANIC Americans , *MULTIPLE regression analysis , *PSYCHOLOGICAL vulnerability , *ACQUISITION of data , *COMPARATIVE studies , *MEDICAL records , *ANXIETY , *ELECTRONIC health records , *COMORBIDITY , *AFRICAN Americans - Abstract
Background: Depression and anxiety are common and highly comorbid, and their comorbidity is associated with poorer outcomes posing clinical and public health concerns. We evaluated the polygenic contribution to comorbid depression and anxiety, and to each in isolation. Methods: Diagnostic codes were extracted from electronic health records for four biobanks [ N = 177 865 including 138 632 European (77.9%), 25 612 African (14.4%), and 13 621 Hispanic (7.7%) ancestry participants]. The outcome was a four-level variable representing the depression/anxiety diagnosis group: neither, depression-only, anxiety-only, and comorbid. Multinomial regression was used to test for association of depression and anxiety polygenic risk scores (PRSs) with the outcome while adjusting for principal components of ancestry. Results: In total, 132 960 patients had neither diagnosis (74.8%), 16 092 depression-only (9.0%), 13 098 anxiety-only (7.4%), and 16 584 comorbid (9.3%). In the European meta-analysis across biobanks, both PRSs were higher in each diagnosis group compared to controls. Notably, depression-PRS (OR 1.20 per s.d. increase in PRS; 95% CI 1.18–1.23) and anxiety-PRS (OR 1.07; 95% CI 1.05–1.09) had the largest effect when the comorbid group was compared with controls. Furthermore, the depression-PRS was significantly higher in the comorbid group than the depression-only group (OR 1.09; 95% CI 1.06–1.12) and the anxiety-only group (OR 1.15; 95% CI 1.11–1.19) and was significantly higher in the depression-only group than the anxiety-only group (OR 1.06; 95% CI 1.02–1.09), showing a genetic risk gradient across the conditions and the comorbidity. Conclusions: This study suggests that depression and anxiety have partially independent genetic liabilities and the genetic vulnerabilities to depression and anxiety make distinct contributions to comorbid depression and anxiety. [ABSTRACT FROM AUTHOR]
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- 2023
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44. Polygenic Propensity for Longevity, APOE-ε4 Status, Dementia Diagnosis, and Risk for Cause-Specific Mortality: A Large Population-Based Longitudinal Study of Older Adults.
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Ajnakina, Olesya, Shamsutdinova, Diana, Stahl, Daniel, and Steptoe, Andrew
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OLDER people , *CARDIOVASCULAR diseases , *LONGEVITY , *LONGITUDINAL method , *DEMENTIA , *MORTALITY - Abstract
To deepen the understanding of genetic mechanisms influencing mortality risk, we investigated the impact of genetic predisposition to longevity and APOE -ε4, on all-cause mortality and specific causes of mortality. We further investigated the mediating effects of dementia on these relationships. Using data on 7 131 adults aged ≥50 years (mean = 64.7 years, standard deviation [ SD ] = 9.5) from the English Longitudinal Study of Aging, genetic predisposition to longevity was calculated using the polygenic score approach (PGSlongevity). APOE -ε4 status was defined according to the absence or presence of ε4 alleles. The causes of death were ascertained from the National Health Service central register, which was classified into cardiovascular diseases, cancers, respiratory illness, and all other causes of mortality. Of the entire sample, 1 234 (17.3%) died during an average 10-year follow-up. One- SD increase in PGSlongevity was associated with a reduced risk for all-cause mortality (hazard ratio [HR] = 0.93, 95% confidence interval [CI]: 0.88–0.98, p =.010) and mortalities due to other causes (HR = 0.81, 95% CI: 0.71–0.93, p =.002) in the following 10 years. In gender-stratified analyses, APOE -ε4 status was associated with a reduced risk for all-cause mortality and mortalities related to cancers in women. Mediation analyses estimated that the percent excess risk of APOE -ε4 on other causes of mortality risk explained by the dementia diagnosis was 24%, which increased to 34% when the sample was restricted to adults who were aged ≤75 years old. To reduce the mortality rate in adults who are aged ≥50 years old, it is essential to prevent dementia onset in the general population. [ABSTRACT FROM AUTHOR]
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- 2023
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45. Association between antibiotic use during early life and early‐onset colorectal cancer risk overall and according to polygenic risk and FUT2 genotypes.
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Jiang, Fangyuan, Boakye, Daniel, Sun, Jing, Wang, Lijuan, Yu, Lili, Zhou, Xuan, Zhao, Jianhui, Bian, Zilong, Song, Peige, He, Yazhou, Zhu, Yingshuang, Chen, Jie, Yuan, Shuai, Song, Mingyang, Larsson, Susanna C., Giovannucci, Edward L, Theodoratou, Evropi, Ding, Kefeng, and Li, Xue
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MONOGENIC & polygenic inheritance (Genetics) ,COLORECTAL cancer ,DISEASE risk factors ,GENOTYPES ,REGULATOR genes ,HUMAN carcinogenesis ,ADENOMATOUS polyps - Abstract
Early‐onset colorectal cancer (EOCRC) has been increasing worldwide. Potential risk factors may have occurred in childhood or adolescence. We investigated the associations between early‐life factors and EOCRC risk, with a particular focus on long‐term or recurrent antibiotic use (LRAU) and its interaction with genetic factors. Data on the UK Biobank participants recruited between 2006 and 2010 and followed up to February 2022 were used. We used logistic regression to estimate adjusted odds ratios (ORs) and 95% confidence intervals (95% CIs) of the associations between LRAU during early life and EOCRC risk overall and by polygenic risk score (constructed by 127 CRC‐related genetic variants) and Fucosyltransferase 2 (FUT2), a gut microbiota regulatory gene. We also assessed the associations for early‐onset colorectal adenomas, as precursor lesion of CRC, to examine the effect of LRAU during early‐life and genetic factors on colorectal carcinogenesis. A total of 113 256 participants were included in the analysis, with 165 EOCRC cases and 719 EOCRA cases. LRAU was nominally associated with increased risk of early‐onset CRC (OR = 1.48, 95% CI = 1.01‐2.17, P =.046) and adenomas (OR = 1.40, 95% CI = 1.17‐1.68, P <.001). When stratified by genetic polymorphisms of FUT2, LRAU appeared to confer a comparatively greater risk for early‐onset adenomas among participants with rs281377 TT genotype (OR = 1.10, 95% CI = 0.79‐1.52, P =.587, for CC genotype; OR = 1.75, 95% CI = 1.16‐2.64, P =.008, for TT genotype; Pinteraction =.089). Our study suggested that LRAU during early life is associated with increased risk of early‐onset CRC and adenomas, and the association for adenomas is predominant among individuals with rs281377 TT/CT genotype. Further studies investigating how LRAU contributes together with genetic factors to modify EOCRC risk, particularly concerning the microbiome‐related pathway underlying colorectal carcinogenesis, are warranted. [ABSTRACT FROM AUTHOR]
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- 2023
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46. Investigating the Impact of Tea Consumption on Cognitive Function and Exploring Tea-Genetic Interactions in Older Adults Aged 65–105 Years: Findings from the 2002–2018 CLHLS Data
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Yu, L., Yang, M., Ye, K. X., Li, C., Zou, M., Wang, J., Yuan, X., Zheng, D., Sun, C., Zhang, Y., Feng, Q., Maier, A. B., Sun, L., Feng, L., Wang, Yanyu, Chen, Huashuai, and Zeng, Yi
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- 2024
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47. Assessing the performance of European-derived cardiometabolic polygenic risk scores in South-Asians and their interplay with family history
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Emadeldin Hassanin, Carlo Maj, Hannah Klinkhammer, Peter Krawitz, Patrick May, and Dheeraj Reddy Bobbili
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Type 2 diabetes ,Family History ,South Asians ,Polygenic risk ,Coronary artery disease ,Internal medicine ,RC31-1245 ,Genetics ,QH426-470 - Abstract
Abstract Background & aims We aimed to assess the performance of European-derived polygenic risk scores (PRSs) for common metabolic diseases such as coronary artery disease (CAD), obesity, and type 2 diabetes (T2D) in the South Asian (SAS) individuals in the UK Biobank. Additionally, we studied the interaction between PRS and family history (FH) in the same population. Methods To calculate the PRS, we used a previously published model derived from the EUR population and applied it to the individuals of SAS ancestry from the UKB study. Each PRS was adjusted according to an individual’s genotype location in the principal components (PC) space to derive an ancestry adjusted PRS (aPRS). We calculated the percentiles based on aPRS and stratified individuals into three aPRS categories: low, intermediate, and high. Considering the intermediate-aPRS percentile as a reference, we compared the low and high aPRS categories and generated the odds ratio (OR) estimates. Further, we measured the combined role of aPRS and first-degree family history (FH) in the SAS population. Results The risk of developing severe obesity for SAS individuals was almost twofold higher for individuals with high aPRS than for those with intermediate aPRS, with an OR of 1.95 (95% CI = 1.71–2.23, P
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- 2023
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48. A model and test for coordinated polygenic epistasis in complex traits
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Sheppard, Brooke, Rappoport, Nadav, Loh, Po-Ru, Sanders, Stephan J, Zaitlen, Noah, and Dahl, Andy
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Genetics ,2.1 Biological and endogenous factors ,Aetiology ,Good Health and Well Being ,Epistasis ,Genetic ,Evolution ,Molecular ,Genetic Predisposition to Disease ,Humans ,Models ,Genetic ,Multifactorial Inheritance ,Quantitative Trait ,Heritable ,genetics ,epistasis ,polygenic risk - Abstract
Interactions between genetic variants-epistasis-is pervasive in model systems and can profoundly impact evolutionary adaption, population disease dynamics, genetic mapping, and precision medicine efforts. In this work, we develop a model for structured polygenic epistasis, called coordinated epistasis (CE), and prove that several recent theories of genetic architecture fall under the formal umbrella of CE. Unlike standard epistasis models that assume epistasis and main effects are independent, CE captures systematic correlations between epistasis and main effects that result from pathway-level epistasis, on balance skewing the penetrance of genetic effects. To test for the existence of CE, we propose the even-odd (EO) test and prove it is calibrated in a range of realistic biological models. Applying the EO test in the UK Biobank, we find evidence of CE in 18 of 26 traits spanning disease, anthropometric, and blood categories. Finally, we extend the EO test to tissue-specific enrichment and identify several plausible tissue-trait pairs. Overall, CE is a dimension of genetic architecture that can capture structured, systemic forms of epistasis in complex human traits.
- Published
- 2021
49. HPA-axis multilocus genetic profile score moderates the association between maternal prenatal perceived stress and offspring depression in early adulthood
- Author
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McKenna, Brooke G, Hammen, Constance, and Brennan, Patricia A
- Subjects
Biological Psychology ,Psychology ,Depression ,Pediatric ,Brain Disorders ,Prevention ,Mental Health ,Genetics ,Conditions Affecting the Embryonic and Fetal Periods ,Genetic Testing ,Aetiology ,2.1 Biological and endogenous factors ,2.3 Psychological ,social and economic factors ,Reproductive health and childbirth ,Good Health and Well Being ,Adult ,Child ,Child ,Preschool ,Female ,Genetic Profile ,Humans ,Hypothalamo-Hypophyseal System ,Longitudinal Studies ,Pituitary-Adrenal System ,Pregnancy ,Prenatal Exposure Delayed Effects ,Prospective Studies ,Stress ,Psychological ,Young Adult ,depression ,fetal programming ,HPA Axis ,polygenic risk ,Cognitive Sciences ,Developmental & Child Psychology ,Applied and developmental psychology ,Biological psychology ,Clinical and health psychology - Abstract
Maternal stress during pregnancy can cause alterations to the fetal hypothalamus-pituitary-adrenal (HPA) axis, a phenomenon known as fetal programming that may have lasting effects on offspring outcomes, including depression. Evidence suggests that these effects may vary with respect to the offspring's genetic risk. Nonetheless, few studies have examined these effects into adulthood, when risk for depression onset is highest. The present study builds upon the extant literature by examining the interaction of maternal prenatal perceived stress (MPPS) and offspring HPA-axis polygenic risk to predict offspring depression in early adulthood. A total of 381 mother-child dyads participated in a prospective, longitudinal study that spanned from pregnancy until offspring were 20 years of age. Polygenic risk was defined by a multilocus genetic profile score (MGPS) that reflected the additive risk of three HPA-axis candidate genes. The results indicated that the interaction of MPPS and HPA-axis MGPS confers risk for offspring depression at age 20, in line with the differential susceptibility model. This interaction may be specific to prenatal stress, as maternal stress during early childhood did not interact with genetic risk to predict depression. These findings provide the first evidence that genetic variants that are associated with the HPA axis may act in a polygenic, additive fashion to moderate the association between fetal programming and adult depression.
- Published
- 2021
50. African-specific improvement of a polygenic hazard score for age at diagnosis of prostate cancer.
- Author
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Karunamuni, Roshan A, Huynh-Le, Minh-Phuong, Fan, Chun C, Thompson, Wesley, Eeles, Rosalind A, Kote-Jarai, Zsofia, Muir, Kenneth, UKGPCS Collaborators, Lophatananon, Artitaya, Tangen, Catherine M, Goodman, Phyllis J, Thompson, Ian M, Blot, William J, Zheng, Wei, Kibel, Adam S, Drake, Bettina F, Cussenot, Olivier, Cancel-Tassin, Géraldine, Menegaux, Florence, Truong, Thérèse, Park, Jong Y, Lin, Hui-Yi, Bensen, Jeannette T, Fontham, Elizabeth TH, Mohler, James L, Taylor, Jack A, Multigner, Luc, Blanchet, Pascal, Brureau, Laurent, Romana, Marc, Leach, Robin J, John, Esther M, Fowke, Jay, Bush, William S, Aldrich, Melinda, Crawford, Dana C, Srivastava, Shiv, Cullen, Jennifer C, Petrovics, Gyorgy, Parent, Marie-Élise, Hu, Jennifer J, Sanderson, Maureen, Mills, Ian G, Andreassen, Ole A, Dale, Anders M, Seibert, Tyler M, and PRACTICAL Consortium
- Subjects
UKGPCS Collaborators ,PRACTICAL Consortium ,Humans ,Prostatic Neoplasms ,Genetic Predisposition to Disease ,Proportional Hazards Models ,Case-Control Studies ,Age Factors ,Multifactorial Inheritance ,Polymorphism ,Single Nucleotide ,Models ,Genetic ,Middle Aged ,African Continental Ancestry Group ,Male ,Genotyping Techniques ,African ,genome wide association study ,genomics ,genotypic ancestry ,health disparities ,polygenic risk ,prostate cancer ,Aging ,Genetics ,Urologic Diseases ,Cancer ,Prostate Cancer ,Prevention ,Oncology & Carcinogenesis ,Oncology and Carcinogenesis - Abstract
Polygenic hazard score (PHS) models are associated with age at diagnosis of prostate cancer. Our model developed in Europeans (PHS46) showed reduced performance in men with African genetic ancestry. We used a cross-validated search to identify single nucleotide polymorphisms (SNPs) that might improve performance in this population. Anonymized genotypic data were obtained from the PRACTICAL consortium for 6253 men with African genetic ancestry. Ten iterations of a 10-fold cross-validation search were conducted to select SNPs that would be included in the final PHS46+African model. The coefficients of PHS46+African were estimated in a Cox proportional hazards framework using age at diagnosis as the dependent variable and PHS46, and selected SNPs as predictors. The performance of PHS46 and PHS46+African was compared using the same cross-validated approach. Three SNPs (rs76229939, rs74421890 and rs5013678) were selected for inclusion in PHS46+African. All three SNPs are located on chromosome 8q24. PHS46+African showed substantial improvements in all performance metrics measured, including a 75% increase in the relative hazard of those in the upper 20% compared to the bottom 20% (2.47-4.34) and a 20% reduction in the relative hazard of those in the bottom 20% compared to the middle 40% (0.65-0.53). In conclusion, we identified three SNPs that substantially improved the association of PHS46 with age at diagnosis of prostate cancer in men with African genetic ancestry to levels comparable to Europeans.
- Published
- 2021
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