Design and Development of a Risk Classification Instrument for Virological Failure in HIV, Using Psychosocial Determinants of Health: Preliminary Evidence from a South American Country.

Predictive approaches in HIV to estimate a patient's risk to present with relevant health outcomes, such as hospitalizations and AIDS-related death, long before they happen, could be highly useful. We aimed to develop a risk classification instrument for virological failure through a scoring system that identifies patients with a low, medium, and high risk after six months of ART treatment. A case-control design was implemented through 355 HIV-positive Colombian adults who were assessed using the designed instrument. The variables with independent predictive values were selected using logistic regression analysis, and the diagnostic performance of the prediction score was evaluated using the area under the curve. The prediction score included relevant psychosocial and biological risk factors, some of them modifiable variables like substance use and low health literacy. The area under the curve value for the total prediction score was 0.85 (CI 0.80-0.90). Therefore, this instrument could be a valuable tool to identify at-risk patients of virological failure. In low and middle-income countries, the associated risk factors of virological failure are little known. Assessing such risk would lead to make individualized decisions regarding the patient's management and minimize the chance of non-desirable outcomes.

Impact of the caregiver burden on the effectiveness of a home-based palliative care program: A mediation analysis.

OBJECTIVE: The growing aging population and the high prevalence of several concomitant chronic diseases have contributed to the elevated rates of caregiver burden and suffering in patients. In turn, intending to relieve unnecessary pain in patients, there has been a rapid growth of outpatient palliative care programs. However, little has been studied about caregiver burden as a relevant factor potentially affecting the effectiveness of these programs. This study aimed to determine the extent of caregiver burden as a possible mediator on the effectiveness of a home-based palliative care program. METHOD: Sixty-six palliative patients (56% women; mean age + SD = 71, 6 ± 17.7) and their caregivers were assessed with measures for physical, emotional, and psychological symptoms before and 1 month after the start of a home-based palliative care program. RESULTS: The association between caregiver burden and palliative outcomes was corroborated with a categorical regression model (p < 0.01). Caregiver burden was found to be a significant mediator in the relationship between outcome measures for palliative care at baseline and after 1 month of enrollment in the program. SIGNIFICANCE OF RESULTS: To our knowledge, this is the first study to assess the role of caregiver burden in the effectiveness of a home-based palliative care program. Although further work is required, the results indicate that a patient-focused intervention does not have the same beneficial effect if the caregiver burden is not addressed. Future home-based palliative care programs should focus on caregivers as well as patients, with particular attention to psychosocial intervention on caregivers.

Psychological distress among undergraduate medical students: the influence of excessive daytime sleepiness and family functioning.

Mental health problems among undergraduate medical students is a well-known issue; however, their associated risk factors have been poorly studied. We aimed to assess the hypothesis that medical students have a higher prevalence of psychological distress and to explain this prevalence considering common risk factors for mental disorders. This was a cross-sectional, questionnaire-based descriptive study conducted with 467 Colombian undergraduate medical students from different years of training. Validated and widely used self-report questionnaires of psychological distress, daytime sleepiness, and family functioning were included. In addition, measurements of smoking, alcohol, and caffeine intake were used. We found a prevalence of psychological distress, depressive symptoms and anxiety symptomatology of 65.9%, 75.3%, and 50.5%, respectively. Furthermore, 20.6% showed both psychological distress and excessive daytime sleepiness. Adjusted risk ratio analysis showed that poor family functioning, the presence of excessive daytime sleepiness, and caffeine consumption were significant risk factors for high levels of psychological distress. Additionally, psychological distress and daytime sleepiness were related to the year of training. Our results replicate in part previous findings of poor mental health among undergraduate medical students compared with mental health in general population and provide novel findings that family functioning plays a significant role as an important explanatory factor. The current study has high relevance for future research and interventions focused on prevention of medical errors, conflicts in the physician-patient relationship and the personal safety of undergraduate medical students.

Network analysis of multiple risk factors for mental health in young Colombian adults.

BACKGROUND: A considerable proportion of young adults are affected by psychological distress at any time and an important fraction of them may develop mental disorders. Use of novel approaches for the analysis of data from multiple psychological scales might facilitate the identification of key indicators of mental health. AIMS: The aim of current study was to examine the relationship between multiple risk factors for mental illness, using a network analysis perspective. METHODS: A sample of 334 young Colombian adults (mean age = 21.7) were evaluated with validated scales measuring several psychosocial factors previously associated with mental health (e.g. worry, sleep problems, suicidal ideation, childhood abuse, alcohol related-problems and personality traits). A total of 24 nodes were included in the network analysis and topology, centrality, and stability of the networks were studied. RESULTS: Specific nodes that occupied critical positions in the network were identified, with worry, perceived distress and low energy being the most central nodes. CONCLUSIONS: Our explorative findings suggest that a network analysis might identify risk factors that have a central role in the multiple dimensions of emotional health in young adults. These novel analyses could have important applications for the understanding of the psychological functioning affecting mental health.

Personality traits and health-related quality of life: the mediator role of coping strategies and psychological distress.

BACKGROUND: The study of health-related quality of life (HRQOL) is an important topic in mental health around the globe. However, there is the need for more evidence about the cumulative influence of psychological variables on HRQOL. The main aim of the study was to evaluate how specific personality traits might explain scores in HRQOL and to explore how this relationship might be mediated by coping styles and psychological distress. METHODS: Young Colombian subjects (N = 274) were included (mean age: 21.3; SD = 3.8). The Short-Form Health Survey was used to measure HRQOL. For assessment of psychological variables, the Hospital Anxiety and Depression Scale, the Zung Self-Rating Anxiety Scale, The Coping Inventory for Stressful Situations and the short version of Big Five Inventory were used. RESULTS: The personality trait that was the best predictor of HRQOL was openness to experience, forming an explanatory model for HRQOL, along with emotional coping style and depressive and anxious symptoms. Emotional coping style and psychological distress were significant mediators of the relationship between openness and HRQOL. CONCLUSIONS: Our findings provide additional data about the cumulative influence of specific psychological variables on HRQOL, in a mostly young female Latin American sample.

Efficacy of a computer-based cognitive training program in older people with subjective memory complaints: a randomized study.

OBJECTIVE: the aim of this study was to investigate the effect of computer-assisted cognitive training in healthy older adults with subjective memory complaints. METHODS: Forty older adults, mean age (standard deviation) = 66.4 (5.6) with subjective memory complaints, were included in this study. Participants were randomly assigned to an integrated psychostimulation program (IPP) (N = 17), a computerized cognitive training (CCT) (N = 12) or a control group (N = 11). The training was applied for 8 weeks (90 min/d, 4 d/week for IPP, and 60 min/d, 4 d/week for CCT). Effectiveness was evaluated with a neuropsychological assessment battery, used before and after the implementation of the cognitive training. RESULTS: According to the data analysis, with analysis of covariance (ANCOVA), we found a statistically significant change in the majority of the cognitive variables measured before and after the experimental conditions compared with the control group. Although, according to a paired t-test, the IPP was more effective in the improvement of cognitive functioning in the participants. Additionally, a decrease in anxiety symptoms was observed after the cognitive intervention in IPP and CCT conditions. CONCLUSION: Our findings suggested that cognitive training of moderate intensity, supported by a web platform, could lead to significant improvements in cognitive and psychological well-being in older people with subjective memory complaints.

APOE gene and neuropsychiatric disorders and endophenotypes: A comprehensive review.

The Apolipoprotein E (APOE) gene is one of the main candidates in neuropsychiatric genetics, with hundreds of studies carried out in order to explore the possible role of polymorphisms in the APOE gene in a large number of neurological diseases, psychiatric disorders, and related endophenotypes. In the current article, we provide a comprehensive review of the structural and functional aspects of the APOE gene and its relationship with brain disorders. Evidence from genome-wide association studies and meta-analyses shows that the APOE gene has been significantly associated with several neurodegenerative disorders. Cellular and animal models show growing evidence of the key role of APOE in mechanisms of brain plasticity and behavior. Future analyses of the APOE gene might find a possible role in other neurological diseases and psychiatric disorders and related endophenotypes. © 2016 Wiley Periodicals, Inc.

Substance use and suicide risk in a sample of young Colombian adults: An exploration of psychosocial factors.

BACKGROUND AND OBJECTIVES: Young adults might engage in many risk behaviors, including alcohol and drug use, which could lead to mental health problems, such as suicide. The aim of this study was to examine specific psychosocial and clinical factors that could influence the possible relationship between polysubstance use (PSU) and suicide risk in a sample of young Colombian participants. METHODS: A sample of 274 young participants (mean age = 21.3 years) was evaluated with two substance use screening tests (ASSIST and AUDIT) and five scales for clinical and psychosocial factors and suicide risk: The Center for Epidemiologic Studies Depression scale, Zung Self-Rating Anxiety scale, Family APGAR, the Childhood Trauma Questionnaire, and the Plutchik Suicide Risk scale. Correlation and multiple regression analyses were conducted. RESULTS: Use of cannabis and tobacco was significantly correlated with suicide risk in the total sample (p < .05). Depressive and anxiety symptoms, family functioning, and emotional abuse during childhood were significantly associated with suicide risk (p < .001), while alcohol use, anxiety symptoms, and family functioning were variables significantly related to PSU. DISCUSSION AND CONCLUSIONS: Our findings are consistent with previous evidence suggesting a relationship between substance use, several psychosocial factors, and suicide risk in young participants. SCIENTIFIC SIGNIFICANCE: Our study is one of the first reports the relationship between substance use and suicide risk in a Latin American population. (Am J Addict 2017;26:388-394).

Development and validation of interpretable machine learning models to predict glomerular filtration rate in chronic kidney disease Colombian patients.

BACKGROUND: ML predictive models have shown their capability to improve risk prediction and assist medical decision-making, nevertheless, there is a lack of accuracy systems to early identify future rapid CKD progressors in Colombia and even in South America. OBJECTIVE: The purpose of this study was to develop a series of interpretable machine learning models that predict GFR at 6-months, 9-months, and 12-months. STUDY DESIGN AND SETTING: Over 29,000 CKD patients stage 1 to 3b (estimated GFR, <60 mL/min/1.73 m2) with an average of 3-year follow-up data were included. We used the machine learning extreme gradient boosting (XGBoost) to build three models to predict the next eGFR. Models were internally and externally validated. In addition, we included SHapley Additive exPlanation (SHAP) values to offer interpretable global and local prediction models. RESULTS: All models showed a good performance in development and external validation. However, the 6-months XGBoost prediction model showed the best performance in internal (MAE average = 6.07; RSME = 78.87), and in external validation (MAE average = 6.45, RSME = 18.94). The top 3 most influential features that pushed the predicted eGFR value to lower values were the interpolated values for eGFR and creatinine, and eGFR at baseline. CONCLUSION: In the current study we have developed and validated machine learning models to predict the next eGFR value at different intervals. Furthermore, we attempted to approach the need for prediction explanation by offering transparent predictions.

Do alcohol and cannabis substitute or complement each other? Analysis from behavioral economics for formulating public policy on substance use in Colombia.

After alcohol and tobacco, cannabis is the third most used substance among young Colombian adults, and many consume alcohol and cannabis concomitantly. However, academics have debated whether these substances substitute or complement each other among consumers. Understanding the relationship between the price and demand for psychoactive substances can clarify consumption patterns and help to develop strategies to reduce harmful consumption. This paper summarizes worldwide evidence of both complementary and substitution relationships and discusses the most probable relationship types in Colombia based on its substance use patterns and current regulations. Like other countries, Colombia is considering legalizing recreational cannabis use. However, there is a growing concern that legalization would increase the negative impacts of cannabis and increase alcohol use among the young adult population. The lack of Colombian empirical studies about the impacts of legal changes on the cannabis market makes it difficult to predict how such changes would affect demand and price elasticities.

Telomere length and childhood trauma in Colombians with depressive symptoms.

OBJECTIVE: Childhood trauma and telomere length (TL) are important risk factors for major depressive disorder. We examined whether there was an association between childhood trauma and TL in a sample of Colombians who were assessed for depressive symptoms. METHODS: We applied the Center for Epidemiologic Studies Depression scale, the Patient Health Questionnaire-9, the Hospital Anxiety and Depression scale and the Childhood Trauma Questionnaire to 92 Colombian subjects (mean age = 21). TL was measured with quantitative PCR. Spearman's correlation coefficient (rs) was used to analyze the relationship between childhood trauma scores and TL. RESULTS: We found a significant correlation between TL and sexual abuse scores (rs = 0.428, p = 0.002) in individuals with higher depressive symptom scores. CONCLUSION: This is the first report of a significant association between TL and sexual abuse in a Latin American sample and provides additional evidence about the role of childhood trauma and TL in neuropsychiatric disorders.

Mood rhythmicity is associated with depressive symptoms and caffeinated drinks consumption in South American young adults.

Among the factors that contribute to the onset and maintenance of depressive disorders, rhythmicity of symptoms and consumption of caffeine have recently gained attention. The current study aimed to examine the differential rhythmicity of relevant variables in a sample of young participants, considering the presence of depressive symptomatology and the frequency of caffeinated drinks consumption. A significant 24-hour differential rhythmicity of mood, cognitive and physiological variables was found indicating an evening peak pattern in the participants with depressive symptoms. Interestingly, caffeinated drinks consumption was differentially associated with self-perceived peaks, according to the presence of depressive symptomatology. Our findings are among the first reports about the potential association of the 24-hours rhythmicity of relevant mood-related variables, depressive symptoms, and caffeine intake. These results support the view that the identification of risk factors for depression, and the application of novel measurements and analysis methods in the development of new preventive strategies should be a public health priority.

Mismatch between perceived family and individual chronotype and their association with sleep-wake patterns.

While social zeitgebers are known to shape diurnal preference, little research has been devoted to determining the contribution of the familiar group chronotype as social zeitgeber on individual circadian rhythms and sleep-wake patterns in adult subjects. The current study aimed to examine the matching between perceived family chronotype and individual chronotype and their relationship with sleep-wake patterns on weekdays and weekends, diurnal subjective somnolence, and substance consumption. Nine hundred and forty-two Colombian adults completed the Composite Scale of Morningness, the Epworth Sleepiness Scale, and responded to a questionnaire about circadian preferences of their family nucleus. We found evidence of a mismatch between perceived family and individual chronotype, mainly for morning-type individuals (Cohen's Kappa = -0.231; p < 0.001). This mismatch was associated with diurnal subjective somnolence (ß = 0.073; p < 0.001) and specific sleep-wake patterns (p < 0.01). In addition, subjects with evening-type families showed higher caffeine and alcohol consumption (p < 0.001). To our knowledge, this is the first study to assess and report the mismatching between perceived family and individual chronotypes, and it adds to the existing body of knowledge regarding the influence of social zeitgebers on circadian rhythms. This is particularly relevant since mismatching between circadian physiology and environmental cues have been shown to lead to diverse pathologies.

MTHFR gene methylation is associated with perceived stress in healthy young adults.

BACKGROUND: Epigenetic factors have been identified in the past years as interesting candidates for psychiatric disorders and related endophenotypes. It has been found that the methylenetetrahydrofolate reductase (MTHFR) gene is associated with major depressive disorder, and the aim of the current study was to examine the possible association between perceived stress and MTHFR methylation, taking into account depressive symptoms as a covariate. PARTICIPANTS AND METHODS: Seventy-eight healthy Colombian participants (mean age=20.9 years; SD=3.0) were evaluated with the Perceived Stress Scale and with the Patient Health Questionnaire-9 for depressive symptomatology. MTHFR methylation levels were measured with a methylation-sensitive high-resolution melting method. A multiple regression analysis (adjusting for age, sex, and depressive symptoms) was carried out to assess the association between MTHFR methylation and perceived stress scores. RESULTS: We found a significant inverse correlation between MTHFR methylation levels and perceived stress scores (r=-0.502; P=5.9×10(-5)), which remained significant after being adjusted for age, sex, and depressive symptomatology. CONCLUSION: To our knowledge, this is the first study that reports an association between perceived stress and MTHFR methylation levels. This report adds evidence to the emerging role of epigenetic changes in endophenotypes related to affective disorders.

A Functional Polymorphism in the DRD1 Gene, That Modulates Its Regulation by miR-504, Is Associated with Depressive Symptoms.

OBJECTIVE: The aim of this study was to examine a possible association between depressive symptoms and a functional polymorphism (rs686) that modulates the regulation of DRD1 gene by miR-504. METHODS: A total of 239 young Colombian subjects were evaluated with the Patient Health Questionnaire-9 (PHQ-9) scale and genotyped for the rs686 polymorphism. A linear regression model, corrected by age and gender, was used. RESULTS: A significant association between the rs686 polymorphism and PHQ-9 scores was found, under a dominant genetic model (p=0.0094). CONCLUSION: These results provide novel evidence about the growing role of inherited variants in binding sites for brain-expressed miRNAs on depressive symptomatology.

Anxiety symptomatology, sex and chronotype: The mediational effect of diurnal sleepiness.

Diurnal subjective sleepiness has been associated with a large number of negative outcomes, such as increased risk of accidents and development of mental disorders as depression and anxiety. However, the role of the diurnal subjective sleepiness as a mediator is poorly understood. The goal of the present study was to examine the role of diurnal subjective sleepiness as a mediator of the relationship between sex, chronotype and anxiety symptoms in healthy young adults. Four-hundred and sixty-seven healthy young adults (64.8% females, age range 18-32 years, mean 20.7, ±2.3) were evaluated with validated and widely used scales for the measurement of diurnal sleepiness, anxiety symptoms and morningness-eveningness preference. We have found that diurnal subjective sleepiness correlated with anxiety symptoms when evaluated both in the total sample and within chronotypes. This association was more important in females than in males (p < 0.0001). Regarding chronotype, only for morning-types, diurnal subjective sleepiness was a significant mediator of the relationship between sex and anxiety symptoms. This is the first study that examines the mediator role of diurnal subjective sleepiness in the known relationship between sex and anxiety symptoms, and adds new evidence about the effect of the chronotype on sleep problems and mental health. Although future work is required, our results have important implications for clinical settings and public health interventions.

Depressive symptoms are associated with a functional polymorphism in a miR-433 binding site in the FGF20 gene.

Genetic studies of major depressive disorder and its associated endophenotypes are useful for the identification of candidate genes. In recent years, variations in non-coding RNA genes, such as miRNAs, have been explored as novel candidates for psychiatric disorders and related endophenotypes. The aim of the present study was to evaluate the possible association between a functional polymorphism (rs12720208) in the FGF20 gene, which regulates its modulation by miR-433, and depressive symptoms in young adults. A sample of 270 participants from Colombia were evaluated with the Hospital Anxiety and Depression Scale - Depression Subscale (HADS-D) and genotyped for the rs12720208 polymorphism using a TaqMan assay. A lineal regression analysis was used. A statistically significant association of the functional polymorphism in the FGF20 gene (rs12720208) with depressive symptoms was found. It was observed that individuals with the G/A genotype had higher scores for the HADS-D subscale. Our results are the first description in the scientific literature about a significant association between a functional polymorphism in the FGF20 gene, which regulates its modulation by miR-433, and depressive symptoms.

Factores asociados a la progresión acelerada de la enfermedad renal crónica en pacientes provenientes de la costa Caribe colombiana

Contexto: la enfermedad renal crónica (ERC) es un problema de salud pública mundial, con una prevalencia creciente y una carga sustancial sobre los sistemas de salud. Las características de los pacientes progresores rápidos junto con los factores que podrían predecir la progresión acelerada requieren una mayor exploración, sobre todo porque en Colombia no hay estudios publicados de este tipo. Objetivo: identificar los factores clínicos y sociodemográficos asociados con la progresión rápida de la ERC en una gran cohorte de pacientes de la costa norte colombiana. Metodología: este estudio observacional retrospectivo incluyó dos cohortes de pacientes de la costa norte colombiana con estadios de G1 a G4 sin diálisis. El seguimiento se realizó durante 18 meses (n = 14.420) y 24 meses (n = 10.042) y los pacientes se dividieron en progresores rápidos y progresores estables, según la pendiente de la tasa de filtración glomerular (TFGe) < -5 ml/min/1,73 m2/año o ≥ -5 mL/min/1,73 m2/año, respectivamente. Resultados: el 37,68 % de la cohorte se clasificó como progresión rápida a los 24 meses y el 28,41 % a los 18 meses. Se encontró un R2 = 0,77 en ambas cohortes para las mediciones de la TFGe, lo que indica una tendencia hacia una pérdida lineal. Además, la progresión acelerada se observó en pacientes más jóvenes y con valores más altos de tensión arterial diastólica. Conclusiones: en dos grandes cohortes de pacientes renales, aproximadamente 4 de cada 10 pacientes se clasificaron como progresores rápidos a los 24 meses de seguimiento y 3 de cada 10 a los 18 meses de seguimiento. Es importante identificar a los pacientes con mayor riesgo de progresión acelerada de la ERC en el corto plazo, para brindarles una atención personalizada y efectiva.

Background: Chronic Kidney Disease (CKD) is a global public health problem with increasing prevalence and a substantial burden on healthcare systems. The characteristics of rapid progressors and factors that may predict accelerated CKD progression require further exploration, especially since there are no published studies about this topic in Colombia. Purpose: To identify the clinical and sociodemographic factors associated with the rapid progression of CKD in a large cohort of Colombian patients. Methods: This retrospective observational study included two cohorts of G1 to G4 stage CKD patients without dialysis from the Colombian North Coast. Follow-up was conducted for 18 months (n=14,420) and 24 months (n=10,042). Patients were divided into rapid progressors and stable progressors based on the glomerular filtration rate (GFR) slope <−5 mL/min/1.73m2/year or ≥-5 mL/min/1.73 m2/year, respectively. Results: 37.68% of the cohort was classified as rapid progressors at 24 months and 28.41% at 18 months. An R2=0.77 was found in both cohorts for GFR measurements, indicating a linear trend toward loss. Furthermore, accelerated progression was observed in younger patients and those with higher diastolic blood pressure values. Conclusion: In two large cohorts of renal patients, approximately 4 out of 10 patients were classified as rapid progressors at 24 months of follow-up and 3 out of 10 at 18 months of follow-up. It is important to identify patients at higher risk of accelerated CKD progression in the short term to provide them with personalized and effective care.

Higher scores in the extraversion personality trait are associated with a functional polymorphism in the PER3 gene in healthy subjects.

A polymorphism in the PER3 (period circadian clock 3) gene has been associated with neuropsychiatric disorders and endophenotypes. We evaluated the possible association of personality domains with the PER3 polymorphism in a sample of healthy subjects: 271 individuals were evaluated with the Big Five Inventory and genotyped for the PER3 Variable Number Tandem Repeat (VNTR) polymorphism. We found a significant association between the PER3 polymorphism and the extraversion personality trait (p = 0.0093). The 5/5 genotype carriers showed higher scores for extraversion. This is the first time that a significant association between the PER3 VNTR polymorphism and extraversion is reported.