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The revised reinforcement sensitivity theory (RST) proposes that neurobiological systems control behavior: the fight-flight-freeze (FFFS) for avoidance of threat; behavioral approach/activation (BAS) for approach to rewards; and behavioral inhibition (BIS) for conflict resolution when avoidance and approach are possible. Neuroimaging studies have confirmed some theoretical associations between brain structures and the BAS and BIS; however, little representative population data are available for the FFFS. We investigated the neural correlates of the revised RST in a sample of 404 middle-aged adults (Mage = 47.18 (SD = 1.38); 54.5% female). Participants underwent structural magnetic resonance imaging and completed health questionnaires and the BIS/BAS/FFFS scales. We used multiple regression analyses to investigate the association between scale scores and volumes of a priori theoretically linked regions of interest while controlling for sex, age, intracranial volume, and cardio-metabolic variables; and conducted exploratory analyses on cortical thickness. The BIS was negatively associated with hippocampus laterality. At standard significance levels, the fear component of the FFFS was positively associated with anterior cingulate cortex; the BAS was positively associated with bilateral caudate; and the BIS was positively associated with posterior cingulate cortex volume. Furthermore, these neurobiological systems showed distinct patterns of association with cortical thickness though future work is needed. Our results showed that the neurobiological systems of the revised RST characterized in rodents can also be identified in the human brain.
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Imageamento por Ressonância Magnética , Reforço Psicológico , Humanos , Feminino , Masculino , Pessoa de Meia-Idade , Estudos Transversais , Adulto , Encéfalo/fisiologia , Encéfalo/diagnóstico por imagem , Inibição Psicológica , Teoria Psicológica , Giro do Cíngulo/fisiologia , Giro do Cíngulo/diagnóstico por imagem , NeuroimagemRESUMO
OBJECTIVE: Describing the long-term mental health of Australians is limited as many reports rely on cross-sectional studies which fail to account for within-person changes and age-related developmental processes which may bias estimates which ignore these phenomena. We examined the 17-year trajectories of mental health in 27,519 Australian adults. METHODS: Household panel data of 27,519 participants aged 18 years and over from the Household, Income and Labour Dynamics in Australia Survey provided at least one observation of mental health over a 17-year period from 2001. On average, participants reported 7.6 observations. Mental Health was assessed annually using the Short-Form Health Survey-36 mental health scale. RESULTS: Over time, there were only very small changes in mental health and only for the youngest and oldest adults. Over time, there was consistent evidence for better metal health with increasing age, although for the very old, there appear to be substantial declines. These patterns were consistent between sex. In line with an existing literature, males reported better mental health over life span, although the declines of mental health in very-late-life are particularly pronounced for males. CONCLUSION: Decline in mental health was only reported by the youngest and oldest respondents, and was notable only in the last 4-5 years. However, the magnitude of the decline was small and further follow-up will be needed to determine whether this is a trend of substantive declining mental health for these specific age cohorts. In contrast, the more consistent finding is that there has been no substantive change in the level of mental health in Australia over the last 17 years. Analysis of the mental health trajectories of baseline age-cohorts confirmed that age differences are consistent over time.
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Saúde Mental/estatística & dados numéricos , Adolescente , Adulto , Idoso , Austrália/epidemiologia , Estudos Transversais , Feminino , Humanos , Renda/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Inquéritos e Questionários , Adulto JovemRESUMO
PURPOSE: The objective of the current study was to quantify the extent to which Australia's tertiary students have reported poorer mental health in comparison with the general community between 2001 and 2017. METHODS: Data were derived from the Household, Income and Labour Dynamics in Australia Survey, a longitudinal household-based panel study. There were 29,124 participants who provided at least one observation over the study period. On average, participants provided 7.4 observations. Mental Health was assessed with the SF-36 mental health and vitality subscales. RESULTS: There was little evidence for differences in mental health and vitality between those studying at tertiary levels and those not in tertiary education. Age-stratified analyses revealed that any differences were reported by older students. Interactions between education level and time revealed that the association between tertiary study and mental health outcomes has been consistent over time. CONCLUSION: There were very few differences between those in and those not in tertiary education. The magnitude of any differences was very small and does not necessarily reflect substantial poor mental health outcome. Overall, the most consistent finding was that there was little risk for poor mental health outcomes attributed to tertiary study.
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Saúde Mental , Estudantes , Austrália/epidemiologia , Humanos , Renda , Inquéritos e QuestionáriosRESUMO
BACKGROUND: Positive psychotic symptoms have consistently been associated with methamphetamine use but the presence of a negative symptom cluster remains unclear. We used exploratory factor analysis to examine whether a discrete negative syndrome could be delineated among methamphetamine users, and to examine the clinical correlates of this syndrome. METHOD: Participants (Nâ¯=â¯154) were people who used methamphetamine at least monthly and did not meet DSM-IV diagnostic criteria for lifetime schizophrenia. Scores on the Brief Psychiatric Rating Scale for the past month were subject to exploratory factor analysis. Latent class analysis was applied to resultant factor scores to determine whether negative and positive factors were experienced by the same participants. Past-month substance use measures were days of use for each drug type and methamphetamine dependence assessed using the Severity of Dependence Scale. RESULTS: We articulated a three-factor model including 'positive/activation symptoms' (e.g. suspiciousness, hallucinations, conceptual disorganisation, tension), 'affective symptoms' (e.g. depression, anxiety) and 'negative symptoms' (e.g. blunted affect, motor retardation). Positive-activation and affective symptoms (but not negative symptoms) were positively correlated with past month days of methamphetamine use (râ¯=â¯0.16; râ¯=â¯0.25) and severity of dependence (râ¯=â¯0.24; râ¯=â¯0.41). Negative symptoms were correlated with heroin (râ¯=â¯0.24) and benzodiazepine use (râ¯=â¯0.21). Latent class analysis revealed a three-class model comprising a positive-symptom class (44%, high positive-activation, low negative symptoms), a negative-symptom class (31%, low positive-activation, high negative symptoms), and a low-symptom class (38%, low on all factors). CONCLUSIONS: A negative symptom syndrome exists among people who use methamphetamine, but this appears related to polysubstance use rather than forming a part of the psychotic syndrome associated with methamphetamine use. Overlooking the role of polysubstance use on negative symptoms may conflate the profiles of methamphetamine-associated psychosis and schizophrenia.
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Transtornos Relacionados ao Uso de Anfetaminas/diagnóstico , Transtornos Relacionados ao Uso de Anfetaminas/psicologia , Estimulantes do Sistema Nervoso Central/efeitos adversos , Metanfetamina/efeitos adversos , Psicoses Induzidas por Substâncias/diagnóstico , Psicoses Induzidas por Substâncias/psicologia , Adulto , Escalas de Graduação Psiquiátrica Breve , Manual Diagnóstico e Estatístico de Transtornos Mentais , Feminino , Alucinações/induzido quimicamente , Alucinações/diagnóstico , Alucinações/psicologia , Humanos , Masculino , Pessoa de Meia-Idade , SíndromeRESUMO
OBJECTIVES: The psychiatric symptom profile of methamphetamine-associated psychosis (MAP) has varied considerably across studies of different research designs. We performed a systematic review to examine the available evidence for specific psychotic symptoms associated with MAP, including the clinical course and longitudinal changes in this symptom profile. METHODS: Five key electronic databases were searched to identify studies that examined the symptom profile or clinical course of MAP in individuals identified as having MAP. The reporting of specific psychiatric symptoms, and duration of symptoms where available, was recorded for each study. RESULTS: Ninety-four articles were identified (n = 7387), including case-control (k = 29), cross-sectional (k = 20), experimental (k = 6), case report (k = 29), and longitudinal (k = 20) studies. Persecutory delusions, auditory and visual auditory hallucinations were by far the most commonly reported symptoms (reported in 65-84% of studies). Hostility, conceptual disorganization, and depression were reported in a large proportion of studies (31-53%). Negative symptoms were mostly absent (<20%). The median percentage of participants with persistent psychotic symptoms (>1 month duration) across studies was 25% (excluding case reports). CONCLUSION: Persecutory delusions, auditory and visual hallucinations, hostility, depression and conceptual disorganization are central to MAP, whereas negative psychotic symptoms are typically absent. An overrepresentation of institutionalized or male participants may have overemphasized negative symptoms and underreported affective symptoms in past research. Symptoms of MAP may persist beyond one month after drug cessation in some individuals. Clinicians are encouraged to manage affective symptoms in MAP individuals, and monitor for the development of chronic psychotic symptoms.
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Transtornos Relacionados ao Uso de Anfetaminas/psicologia , Metanfetamina/efeitos adversos , Psicoses Induzidas por Substâncias/psicologia , Transtornos Relacionados ao Uso de Anfetaminas/complicações , Transtornos Relacionados ao Uso de Anfetaminas/diagnóstico , Humanos , Psicoses Induzidas por Substâncias/complicações , Psicoses Induzidas por Substâncias/diagnósticoRESUMO
OBJECTIVE: To understand what number and proportion of dementia cases in Barbados are attributable to modifiable lifestyle factors and what effect a reduction in these risk factors would have on future dementia prevalence. METHODS: This was an observational study using Levin's Attributable Risk formula, which assumes independence of risk factors, to calculate the population attributable risk (PAR) of dementia (all-cause) for six risk factors: midlife obesity, physical inactivity, smoking, low educational attainment, diabetes mellitus, and midlife hypertension in Barbados. A recently-published, modified formula was utilized to account for non-independence of risk factors using secondary data for Barbados. The number and proportion of dementia cases attributable to each risk factor and to all risk factors combined were computed, as was the effect that any reduction in these risk factors might have on future dementia prevalence. RESULTS: Accounting for the fact that risk factors do not operate independently, 50.9% (1 526 cases) were attributable to the combined effect of the six risk factors under study. According to the analysis, if each risk factor were reduced by 5% - 20% per decade, dementia prevalence could be 3.3% - 31.8% lower by 2050. CONCLUSION: Using a largely theoretical model, the six modifiable lifestyle factors were estimated to be attributable to 50.9% of dementia cases in Barbados. Since the risk factors have much in common, any intervention that targets one of them could significantly reduce future dementia prevalence.
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BACKGROUND: Missing life-threatening injuries is a persistent concern in any trauma program. Autopsy is a tool routinely utilized to determine an otherwise occult cause of death in many fields of medicine. It has been adopted as a required component of the trauma peer review (PR) process by both the American College of Surgeons and the Pennsylvania Trauma Foundation. We hypothesized that autopsy would not identify preventable deaths for augmentation of the PR process. MATERIALS AND METHODS: A retrospective chart review using our institutional trauma registry of all trauma deaths between January 2012 and December 2015 was performed. Per the protocol of our level 1 center, all trauma deaths are referred to the medical examiner (ME) and reviewed as part of the trauma PR process. All autopsy results are evaluated with relation to injury severity score (ISS), trauma injury severity score (TRISS), nature of death, and injuries added by autopsy. ME reports are reviewed by the trauma medical director and referred back to the trauma PR committee if warranted. Trauma injury severity score methodology determines the probability of survival (Ps) given injuries identified. A patient with Ps of ≥0.5 is expected to survive their injuries. Cohorts were created based on when in the hospitalization death occurred: <24 h, or immediate death; 24 to 48 h, or early death; and death >48 h, or late death. A comparison was conducted between the ISS and Ps calculated during trauma workup and on autopsy using chi-square and Fischer's exact tests. RESULTS: A total of 173 patient deaths were referred to the ME with 123 responses received. Average length of stay was 2.61 d. Twenty-six patients had autopsy declined by the ME, 25 received an external examination only, and 72 received a full autopsy. Autopsy identified one case that was reconsidered in PR (P = 0.603) and added diagnoses, but not injuries, to one patient in the early death group (P = 1) and two in the late death group (P = 0.4921). No preventable cause of death was uncovered, and educational use was minimal. Autopsy did identify injuries in seven cases that were initially not consistent with expected mortality, but postmortem Ps was consistent with expected mortality (P = 0.254). Mean ISS was 34.48, and mean Ps was 0.275 among all patients. The most commonly identified injuries added by autopsy were rib injuries, lung injuries, and intracranial hemorrhage. CONCLUSIONS: Autopsy does not identify causes of preventable in an otherwise highly functioning trauma program and may be a poor use of institutional resources. In fact, it adds few diagnoses when death occurs after a full trauma assessment has had time to take place. Autopsy may be of use to identify protocol failure in maturing trauma programs, to give answers to grieving families and in select situations where death was unanticipated even after a full evaluation took place.
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Autopsia , Causas de Morte , Revisão dos Cuidados de Saúde por Pares/métodos , Ferimentos e Lesões/mortalidade , Adulto , Idoso , Feminino , Humanos , Escala de Gravidade do Ferimento , Masculino , Pessoa de Meia-Idade , Pennsylvania , Sistema de Registros , Estudos Retrospectivos , Centros de Traumatologia/normasRESUMO
BACKGROUND: Definitions of successful aging that incorporate dimensions of physical capacity and medical conditions are limited owing to the normative nature of experiencing medical conditions with age. We examine the capacity for older adults living in the community to live well with or without chronic disease as they age. METHOD: Participants (n = 1,001) were from the Melbourne Longitudinal Studies on Healthy Ageing (MELSHA) study who were aged 65+ years at baseline, were living in the community and followed for 16 years. RESULTS: Aging was associated with not living well (OR = 1.21; p < 0.001) and having a chronic disease (OR = 1.09; p < 0.001). There was increasing proportion of older adults not living well with chronic disease as they aged. Those not living well were at a substantial risk of death with (OR = 3.63; p < 0.001) or without (OR = 3.59; p < 0.001) chronic disease. DISCUSSION: The defining normative experience for older adults is that they are more likely to have a chronic disease and importantly not be living well with chronic disease as they age. However, it was the state of not living well that reflected the most substantial vulnerability for mortality, not chronic disease.
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Atividades Cotidianas/psicologia , Envelhecimento/psicologia , Doença Crônica/psicologia , Qualidade de Vida/psicologia , Idoso , Idoso de 80 Anos ou mais , Austrália/epidemiologia , Estudos Transversais , Feminino , Avaliação Geriátrica/métodos , Nível de Saúde , Humanos , Modelos Logísticos , Estudos Longitudinais , Masculino , Fatores de RiscoRESUMO
OBJECTIVES: Job strain has been implicated in a range of employee health outcomes including psychiatric health. Much of the literature is drawn from studies that utilise cross-sectional designs, whilst the long-term follow-up of participants is limited. We examine the short and long-term risks of job strain for depression and wellbeing over a 12-year period. In particular, we utilise measures of wellbeing to emphasise the importance of discriminating between indices of subjective and psychological wellbeing that complement measures of mental health. METHODS: Participants (n = 2530) were aged between 40 and 44 years at baseline and were drawn from the Personality and Total Health (PATH) Through Life Project. Participants were observed once every 4 years for 12 years. RESULTS: A high strain job was associated with an increased risk of reporting sub-syndromal [RRR = 1.66 (95 % CI 1.23; 2.25), p < 0.001], minor [RRR = 1.92 (95 % CI 1.19; 3.10), p < 0.001] and major depression [RRR = 2.19 (95 % CI 1.30; 3.67), p < 0.001], but strain was not a long-term risk for depression 4 years later. In contrast, strain was a risk for both cross-sectional and longitudinal wellbeing outcomes. Moving into a high strain job was a risk for developing depression [RRR = 1.81 (95 % CI 1.26; 2.59), p < 0.001], but the cumulative exposure to a high strain job was not associated with poorer outcomes in adjusted models. CONCLUSIONS: Overall, our results emphasise the importance of current job strain, and the risk of moving into a high strain job, on adverse mental health and wellbeing outcomes. Effects were not consistent between indices of mental health, subjective or psychological wellbeing, supporting the need to dedifferentiate between wellbeing and mental health.
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Depressão/psicologia , Transtorno Depressivo Maior/psicologia , Satisfação no Emprego , Qualidade de Vida/psicologia , Estresse Psicológico/complicações , Carga de Trabalho/psicologia , Adulto , Depressão/diagnóstico , Transtorno Depressivo Maior/diagnóstico , Feminino , Seguimentos , Humanos , Masculino , Saúde Mental , Pessoa de Meia-IdadeRESUMO
BACKGROUND AND OBJECTIVES: Understanding methamphetamine associated psychotic (MAP) symptom typologies could aid in identifying individuals at risk of progressing to schizophrenia and guide early intervention. METHODS: Latent class analysis (LCA) of psychotic symptoms collected from 40 (n = 40) methamphetamine dependent individuals with a history of psychotic symptoms but no history of a primary psychotic disorder. RESULTS: Three typologies were identified. In one, persecutory delusions dominated (Type 1), in another persecutory delusions were accompanied by hallucinations (Type 2), and in the third a high frequency of all the assessed hallucinatory and delusional symptoms was observed (Type 3). DISCUSSION AND CONCLUSION: MAP is a heterogeneous syndrome with positive symptom typologies. SCIENTIFIC SIGNIFICANCE: This study represents the first attempt at identifying typologies of MAP and highlights the potential utility of LCA in future large-scale studies.
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Transtornos Relacionados ao Uso de Anfetaminas/diagnóstico , Transtornos Relacionados ao Uso de Anfetaminas/psicologia , Delusões/complicações , Alucinações/complicações , Metanfetamina/efeitos adversos , Psicoses Induzidas por Substâncias/diagnóstico , Adulto , Transtornos Relacionados ao Uso de Anfetaminas/complicações , Delusões/psicologia , Feminino , Alucinações/psicologia , Humanos , Masculino , Psicoses Induzidas por Substâncias/complicações , Psicoses Induzidas por Substâncias/psicologia , Avaliação de Sintomas , Vitória , Adulto JovemRESUMO
BACKGROUND: Physical health has been demonstrated to mediate the mental health and mortality risk association. The current study examines an alternative hypothesis that mental health mediates the effect of physical health on mortality risk. METHODS: Participants (N = 14,019; women = 91%), including eventual decedents (n = 3,752), were aged 70 years and older, and drawn from the Dynamic Analyses to Optimise Ageing (DYNOPTA) project. Participants were observed on two to four occasions, over a 10-year period. Mediation analysis compared the converse mediation of physical and mental health on mortality risk. RESULTS: For men, neither physical nor mental health was associated with mortality risk. For women, poor mental health reported only a small effect on mortality risk (Hazard Risk (HR) = 1.01; p < 0.001); more substantive was the risk of low physical health (HR = 1.04; p < 0.001). No mediation effects were observed. CONCLUSIONS: Mental health effects on mortality were fully attenuated by physical health in men, and partially so in women. Neither mental nor physical health mediated the effect of each other on mortality risk for either gender. We conclude that physical health is a stronger predictor of mortality risk than mental health.
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Transtornos Mentais/mortalidade , Morbidade , Mortalidade , Idoso , Idoso de 80 Anos ou mais , Feminino , Nível de Saúde , Humanos , Estudos Longitudinais , Masculino , Transtornos Mentais/complicações , Modelos de Riscos Proporcionais , Fatores de Risco , Fatores SexuaisRESUMO
BACKGROUND: The development of instruments to measure aging attitudes is an essential part of research into the role of individual differences in the aging process, giving clarification to the relationship between attitudes and behavior across the lifespan. Here we test the structural validity of Lasher and Faulkender's (1993) Anxiety about Aging Scale (AAS), and explore measurement invariance across age and gender. METHODS: A sample of 783 adults (42% females) age ranging from 20 to 97 years (M = 57.3, SD = 13.66) participated. RESULTS: The first-order four-factor AAS model reflecting the original Lasher and Faulkender (1993) structure showed a better fit to the data than the second-order model. Measurement invariance for both gender and age groups (young adults 20-44 years; mid-aged adults 45-64 years, older adults 65+ years old) was found for three of the factors, but not for all items in the Fear of Losses factor. Structural covariance inequality between the Fear of Losses and Physical Appearance factors was shown between males and females. CONCLUSIONS: Findings indicate that the original AAS measures four distinct dimensions of anxiety about aging. These dimensions were shown to be generally comparable across age and gender, indicating that the AAS is a suitable measure for providing meaningful comparison of anxiety about aging across the lifespan. The exception is the Fear of Losses factor, where items may have differential meanings across groups based on cultural and social attitudes regarding aging and gender.
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Envelhecimento/psicologia , Ansiedade/etiologia , Adulto , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Ansiedade/epidemiologia , Ansiedade/psicologia , Atitude Frente a Saúde , Território da Capital Australiana/epidemiologia , Análise Fatorial , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Testes Psicológicos , Fatores Sexuais , Adulto JovemRESUMO
PURPOSE: Self-rated health is frequently used as an indicator of health and quality of life in epidemiological studies. While the association between self-rated health and negative mental health is well established, associations with indictors of positive wellbeing are less clear. Data from the Dynamic Analyses to Optimise Ageing (DYNOPTA) project were used to compare the effects of vitality and mental health on self-rated health. METHODS: Participants (n = 40,712) provided information on vitality, mental health and self-rated health, were aged 45-95 years at baseline, and were followed between 1 and 10 years (M = 5.6; SD = 2.9). RESULTS: In comparison with mental health, multi-level modelling indicated between- and within-person change in vitality was more strongly associated with self-rated health. Bivariate dual change score modelling of the cross-lagged associations between vitality and self-rated health indicated vitality to be a stronger predictor of change in self-rated health. Self-rated health was unrelated to change in vitality. CONCLUSION: Vitality accounted for most of the mental health effect on self-rated health and was identified as a significant predictor of change in self-rated health over a 10-year period. Promoting wellbeing and psychological functioning may have significant protective effects on negative health outcomes throughout the adult lifespan and into late life.
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Envelhecimento/psicologia , Nível de Saúde , Saúde Mental , Satisfação Pessoal , Qualidade de Vida , Idoso , Idoso de 80 Anos ou mais , Feminino , Promoção da Saúde , Inquéritos Epidemiológicos , Humanos , Individualidade , Masculino , Pessoa de Meia-Idade , Autorrelato , Inquéritos e QuestionáriosRESUMO
Self-report measures are useful in psychological research and practice, but scores may be impacted by administration methods. This study investigated whether changing the recall period (from 30 to 7 days) and response option order (from ascending to descending) alters the score distribution of the Kessler Psychological Distress Scale (K10). Participants were presented with the K10 with either different recall periods or different response option orders. There was weak evidence of lower mean K10 scores when using a 7-day recall period than when using the 30-day recall period (B = 1.96, 95% CI [0.04-3.90]) but no evidence of a change in the estimated prevalence of very high psychological distress. Presenting the response options in ascending order did not affect mean scores, but there was weak evidence of reduced prevalence of very high distress relative to the descending order (incidence rate ratio [IRR] = 0.60, 95% CI [0.36-0.98]). These findings suggest that varying the administration method may result in minor differences in population estimates of very high psychological distress when using the K10.
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Several modifiable risk factors for neurodegeneration and dementia have been identified, although individuals vary in their vulnerability despite a similar risk of exposure. This difference in vulnerability could be explained at least in part by the variability in DNA repair mechanisms' efficiency between individuals. Therefore, the aim of this study was to test associations between documented, prevalent genetic variation (single nucleotide polymorphism, SNP) in DNA repair genes, cognitive function, and brain structure. Community-living participants (n = 488,159; 56.54 years (8.09); 54.2% female) taking part in the UK Biobank study and for whom cognitive and genetic measures were available were included. SNPs in base excision repair (BER) genes of the bifunctional DNA glycosylases OGG1 (rs1052133, rs104893751), NEIL1 (rs7402844, rs5745906), NEIL2 (rs6601606), NEIL3 (rs10013040, rs13112390, rs13112358, rs1395479), MUTYH (rs34612342, rs200165598), NTHL1 (rs150766139, rs2516739) were considered. Cognitive measures included fluid intelligence, the symbol-digit matching task, visual matching, and trail-making. Hierarchical regression and latent class analyses were used to test the associations between SNPs and cognitive measures. Associations between SNPs and brain measures were also tested in a subset of 39,060 participants. Statistically significant associations with cognition were detected for 12 out of the 13 SNPs analyzed. The strongest effects amounted to a 1-6% difference in cognitive function detected for NEIL1 (rs7402844), NEIL2 (rs6601606), and NTHL1 (rs2516739). Associations varied by age and sex, with stronger effects detected in middle-aged women. Weaker associations with brain measures were also detected. Variability in some BER genes is associated with cognitive function and brain structure and may explain variability in the risk for neurodegeneration and dementia.
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DNA Glicosilases , Demência , Pessoa de Meia-Idade , Humanos , Feminino , Masculino , Reparo do DNA/genética , DNA Liase (Sítios Apurínicos ou Apirimidínicos)/genética , Cognição , DNA Glicosilases/genéticaRESUMO
INTRODUCTION: This study aimed to investigate the mechanisms of the development of suicidal ideation and its moderating and protective factors. Drawing on the Interpersonal-psychological theory of suicide, we proposed that disruptions to belongingness, in conjunction with tolerance of health risk, may influence the development of suicidal ideation above and beyond psychosocial changes such as disruptions to finances and work. METHODS: The study involved a longitudinal investigation of an Australian representative sample reporting suicidal ideation fortnightly for 12 weeks between March and June 2020. RESULTS: The results indicated that participants who reported higher levels of belongingness, mastery, and intolerance of health risk were less likely to experience suicidal ideation and had lower severity of suicidal ideation. Mastery significantly strengthened the negative link between belongingness and the incidence of suicidal ideation, while agreeableness significantly strengthened the negative link between belongingness and the severity of suicidal ideation over time. CONCLUSION: The findings suggest that supporting effective social connectedness during times of isolation and promoting self-efficacy, mastery, and regulation of risk tolerance, may be crucial for suicide prevention and therapeutic intervention.
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Ideação Suicida , Humanos , Estudos Longitudinais , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Austrália , Adulto Jovem , Fatores de Risco , Adolescente , Autoeficácia , Relações InterpessoaisRESUMO
AIMS: Standard methods of heart chamber volume estimation in cardiovascular magnetic resonance (CMR) typically utilize simple geometric formulae based on a limited number of slices. We aimed to evaluate whether an automated deep learning neural network prediction of 3D anatomy of all four chambers would show stronger associations with cardiovascular risk factors and disease than standard volume estimation methods in the UK Biobank. METHODS: A deep learning network was adapted to predict 3D segmentations of left and right ventricles (LV, RV) and atria (LA, RA) at â¼1mm isotropic resolution from CMR short and long axis 2D segmentations obtained from a fully automated machine learning pipeline in 4723 individuals with cardiovascular disease (CVD) and 5733 without in the UK Biobank. Relationships between volumes at end-diastole (ED) and end-systole (ES) and risk/disease factors were quantified using univariate, multivariate and logistic regression analyses. Strength of association between deep learning volumes and standard volumes was compared using the area under the receiving operator characteristic curve (AUC). RESULTS: Univariate and multivariate associations between deep learning volumes and most risk and disease factors were stronger than for standard volumes (higher R2 and more significant P values), particularly for sex, age, and body mass index. AUC for all logistic regressions were higher for deep learning volumes than standard volumes (p<0.001 for all four chambers at ED and ES). CONCLUSIONS: Neural network reconstructions of whole heart volumes had significantly stronger associations with cardiovascular disease and risk factors than standard volume estimation methods in an automatic processing pipeline.
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BACKGROUND: Findings from studies investigating depression in adults in late life are mixed due to a lack of large longitudinal studies with the power necessary to yield reliable estimates of stability or change. We examined the long-term stability of probable depression and depressive symptomology over a 13-year period in the Dynamic Analyses to Optimize Ageing (DYNOPTA) project. METHODS: Community-living participants (N = 35,200) were aged 45-103 at baseline, predominantly female (79%), partnered (73%), and educated to secondary school only (61%) and followed for up to 13 years. RESULTS: At baseline, increased age was associated with lower prevalence of probable depression and depressive symptomology. Over time, prevalence of probable depression was stable while levels of depressive symptomology reported a small decline. However, this finding was not consistent for all age groups; there was evidence for increasing levels of depressive symptomology, but not probable depression, as individuals aged. This effect was particularly notable among males aged 70 plus years. CONCLUSIONS: These results answer important questions relating to the longitudinal prevalence of probable depression and depressive symptomology in a sample of older Australians. These findings have policy implications for mental health service provision for older adults.