Protective Factor In Relation Research Articles

Supporting a mentally healthy place of study: Examining the relationship between mental well-being, stress, and protective factors among university students.

Students can expect to experience stressors associated with their studies that can have detrimental effects on their mental well-being if not properly managed. Drawing on a positive psychology paradigm, protective factors can help students to counter study-related stressors and contribute to their mental well-being and academic success. The relationship between protective factors, such as maintaining perspective and building networks, with stress severity and positive mental well-being was examined in a sample of Australian university students undertaking postgraduate coursework. Students completed a survey measuring stress from the Depression, Anxiety and Stress Scale (DASS), positive mental well-being from the Short Warwick-Edinburgh Mental Well-being Scale (SWEMWBS), and seven protective factors from the Resilience at University (RAU) scale. Bivariate correlations were calculated for the RAU protective factors with stress and mental well-being. ANOVA examined the RAU protective factors in relation to mental well-being and stress severity groupings. All seven protective factors had a positive and significant relationship with positive mental well-being, and six of the seven protective factors had a negative and significant relationship with stress. A statistically significant difference was found for six of the seven RAU protective factors according to mental well-being group, and three of the seven RAU protective factors group according to stress severity group. A linear effect emerged between level of protective factor and mental well-being group, with participants in the high well-being group having the highest level of protective factors. Universities should focus on the development of protective factors to support students' well-being and help them to flourish in their studies.

Nursing students’ readiness towards the ‘new normal’ in clinical practice: a distributed cognition qualitative perspective

BackgroundClinical practicums are a core component of baccalaureate nursing education. Following the coronavirus pandemic, there have been extensive changes in the workforce environment that may potentially affect nursing students’ experience and readiness for clinical practicums.MethodsA qualitative study was conducted to explore final-year nursing students’ experiences and readiness for their final clinical practicum before becoming a registered nurse. A purposive sample of 24 final-year baccalaureate nursing students was included in this study. Individual semi-structured interviews were conducted face-to-face via Zoom. The data was analysed using an inductive thematic analysis approach.ResultsThree themes depicting students’ experiences and clinical readiness were elucidated. The themes included: (1) Experiencing multiple concerns, (2) requiring a network of support, and (3) easing the transition to professional practice. Students considered the final clinical practicum as challenging and demanding which evoked numerous concerns.ConclusionsConsidering the stress that final-year nursing students experience, it will be important to devise strategies ranging from personal, relational, and environmental protective factors to enable their successful transition and completion of clinical practice.

Predictors of Corporal Punishment during the COVID-19 Pandemic.

Although current policies discourage the use of corporal punishment (CP), its use is still widespread in the US. The objective of this study was to assess the proportion of parents who used CP during the pandemic and identify related risk and protective factors. We analyzed results of a nationwide cross-sectional internet panel survey of 9000 US caregivers who responded in three waves from November 2020 to July 2021. One in six respondents reported having spanked their child in the past week. Spanking was associated with intimate partner violence and the use of multiple discipline strategies and not significantly associated with region or racial self-identification. Parents who spanked sought out more kinds of support, suggesting an opportunity to reduce spanking through more effective parenting resources. Additionally, these results suggest that parents who report using CP may be at risk for concurrent domestic violence.

Eating disorder symptom dimensions and protective factors: A structural network analysis study

Eating Disorders (EDs) and related symptoms pose a substantial public health concern due to their widespread prevalence among both genders and associated negative outcomes, underscoring the need for effective preventive interventions. In this context, deepening our understanding of the interplay between ED symptoms and related protective factors appears crucial. Therefore, this study employed a structural network analysis approach considering both ED symptom dimensions (i.e., drive for thinness, bulimic symptoms, and body dissatisfaction) and related protective factors (i.e., body and functionality appreciation, intuitive eating, and self-esteem) to shed light on how these factors are interrelated. A community sample of 1391 individuals (34.4% men; Mage = 26.4 years) completed a socio-demographic schedule and self-report questionnaires. The network showed that the nodes with the highest positive expected influence were body and functionality appreciation, while those with the highest negative expected influence were eating for physical rather than emotional reasons and unconditional permission to eat (i.e., two components of intuitive eating). Crucially, the most relevant bridges between the conceptual communities “ED symptom dimensions” and “Protective factors” were the negative relations between (a) eating for physical rather than emotional reasons and bulimic symptoms, (b) unconditional permission to eat and drive for thinness, and (c) body appreciation and body dissatisfaction. Finally, age, gender, and body mass index did not moderate any edge in the network. The practical implications of these findings are discussed, especially in terms of preventive interventions for ED symptoms.

Socio-demographic, agricultural, and personal protective factors in relation to health literacy among farmers from all regions of Thailand.

Farmers are vulnerable to adverse health effects from pesticide exposure due to their health literacy (HL). Therefore, this study aims to investigate HL among farmers in four main regions of Thailand, investigating socio-demographics, agricultural, and personal protective factors to their HL. This cross-sectional design study was conducted on 4,035 farmers from January to July 2023. The European Health Literacy Survey Questionnaire-47 items were used to measure HL. Thai farmers had a mean HL score of 34.7 ± 8.7, and the farmers in the North region of Thailand had the highest frequency of limited HL (75.8%). Socio-demographic factors that were associated with HL included gender, region of living, marital status, education level, co-morbidity, and number of family members. Agricultural factors associated with HL included planting status, working hours on farm, spraying pesticides, harvesting crops, pesticide use of >1 type, access information from government officers, access information from posters/brochures, information from online multimedia, and access information from neighbors. Personal protective factors that were associated with HL included wearing a hat, goggles, a rubber apron, and a long-sleeved shirt. Our study recommends that strategies and interventions to enhance the HL of farmers should be focused on the target populations, which include men, widows, or divorced, those with low levels of education, those who have co-morbidities, and those who applied pesticides of more than 1 type and improper personal protective equipment (PPE) use. The primary emphasis needs to be on the North region of Thailand, making that the target area to improve health equity in Thailand. These efforts would enhance the HL of farmers and sustainably improve pesticide safety behavior. Additionally, there is an urgent need for supportive measures aimed at altering on-farm practices and promoting education on alternative pest management strategies, particularly non-chemical crop protection, to ensure sustainable agriculture.

PAK1 Promotes Inflammation Induced by Sepsis through the Snail/CXCL2 Signaling Pathway.

Sepsis is a severe syndrome characterized by organ dysfunction, resulting from a systemic imbalance in response to infection. PAK1 plays a critical role in various diseases. The present study aimed to explore and delineate the mechanism of PAK1 in inflammation induced by sepsis. Bioinformatics analysis was performed to assess PAK1, snail, and CXCL2 expression in the whole blood of septic patients and the pathways enriched with PAK1. To simulate the sepsis model, THP-1 cells were stimulated with lipopolysaccharide. Gene expression was evaluated using qRT-PCR, while cell viability was assessed using CCK-8 assay. Cell apoptosis was tested with flow cytometry. Expression of inflammatory factors in cells following different treatments was analyzed using the enzyme linked immunosorbent assay (ELISA). Dual-luciferase and chromatin immunoprecipitation assays were conducted to verify the binding relationship between PAK1 and the snail. Mouse models of cecal ligation and puncture were established, and hematoxylin and eosin staining and ELISA were employed to detect the infiltration levels of inflammatory cells and the expression of related protective factors in lung, liver, and kidney tissues. The results demonstrated upregulation of PAK1, snail, and CXCL2 in the whole blood of septic patients, with PAK1 being enriched in the chemokine-related pathway. Knockdown of PAK1 significantly promoted the apoptosis of LPS-stimulated THP-1 cells and inhibited the expression of inflammatory factors. PAK1 upregulated the expression of the snail, which in turn promoted the expression of CXCL2. Thus, PAK1 mediated the sepsis-induced inflammatory response through the snail/CXCL2 pathway. In conclusion, PAK1 played a role in promoting inflammation induced by sepsis through the snail/CXCL2 axis, thereby providing a potential therapeutic target for the management of sepsis.

An ecological examination of early adolescent e-cigarette use: A machine learning approach to understanding a health epidemic.

E-cigarette use among adolescents is a national health epidemic spreading faster than researchers can amass evidence for risk and protective factors and long-term consequences associated with use. New technologies, such as machine learning, may assist prevention programs in identifying at risk youth and potential targets for intervention before adolescents enter developmental periods where e-cigarette use escalates. The present study utilized machine learning algorithms to explore a wide array of individual and socioecological variables in relation to patterns of lifetime e-cigarette use during early adolescence (i.e., exclusive, or with tobacco cigarettes). Extant data was used from 14,346 middle school students (Mage = 12.5, SD = 1.1; 6th and 8th grades) who participated in the Utah Prevention Needs Assessment. Students self-reported their substance use behaviors and related risk and protective factors. Machine learning algorithms examined 112 individual and socioecological factors as potential classifiers of lifetime e-cigarette use outcomes. The elastic net algorithm achieved outstanding classification for lifetime exclusive (AUC = .926) and dual use (AUC = .944) on a validation test set. Six high value classifiers were identified that varied in importance by outcome: Lifetime alcohol or marijuana use, perception of e-cigarette availability and risk, school suspension(s), and perceived risk of smoking marijuana regularly. Specific classifiers were important for lifetime exclusive (parent's attitudes regarding student vaping, best friend[s] tried alcohol or marijuana) and dual use (best friend[s] smoked cigarettes, lifetime inhalant use). Our findings provide specific targets for the adaptation of existing substance use prevention programs to address early adolescent e-cigarette use.

A comparison of the substance use related risk and protective factor profiles for American Indian and White American youth: a mixed studies review.

American Indian youth are disproportionately impacted by substance use compared to White American youth in the United States. This mixed studies review focused on gathering data to examine the similarities and differences between the risk and protective factor profiles for substance use among American Indian and White American youth aged 10-21. A scan of the existing literature was needed to review substance use related risk and protective factors for American Indian and White American youth. Search phrases were created to ensure maximum relevant results from existing literature through 2021. After deduplication, an appraisal tool was utilized to review 343 records. A total of 19 articles were deemed relevant. Data from relevant articles was recorded and categorized into the levels of the Social Ecological Model. Significant and salient risk and protective factors of substance use for both American Indian and White American youth presented at the individual, interpersonal (family/non-family), and community levels of the Social Ecological Model. A total of 84 factors were found from relevant articles, 55 risk factors and 29 protective factors. When comparing the American Indian and White American youth profiles, a total of 29 unique differences between American Indian (n = 21) and White American youth (n = 8) were identified. Results from this review can be utilized to inform Tribal leaders, stakeholders, and policymakers, which will ultimately influence health intervention strategies and prioritizations. Given the limited evidence though, researchers should be responsive to Tribal communities' call to action for utilizing a culturally rooted approach.

Antibodies against Small Ubiquitin-like Modifier Activating Enzyme May Be a Protective Factor from Rapid Progressive Interstitial Lung Disease in Patients Bearing Antibodies against Melanoma Differentiation Associated Gene 5

Background: Anti-MDA5 antibody-bearing (anti-MDA5+)-dermatomyositis (DM) or polymyositis (PM) is notorious for causing rapidly progressive interstitial lung disease (RPILD) and/or cancers with high mortality rate. However, anti-MDA5 antibodies (Abs) are also found in other connective tissue diseases and their link with RPILD, especially with regard to the mortality rate, are unknown. Methods: We retrospectively recruited 71 patients bearing anti-MDA5-Abs in serum, stratified them in terms of a presence or absence of RPILD, and evaluated their clinical features, laboratory findings, associated myositis antibodies, concurrent connective tissue disease (CTD) as well as newly developed malignancies. Results: In total, 39 (55%) patients presented with DM/PM, but 32 (45%) did not. In total, 22 of the former and 11 of the latter developed RPILD eventually, accounting for a total of 46% of all MDA-5 bearing patients. On the other hand, 15 of all 71 (21.1%) patients had cancers. Among the 32 patients who did not have DM/PM, 27 (38.0% of all 71) had other CTDs, indicating that only 5 (7.0% of 71) patients did not have CTDs. Senility (odds ratio (OR) = 1.816, p = 0.032), presence of anti-Ro-52 antibody (OR = 1.676, p = 0.018), elevated C-reactive protein (CRP, OR = 4.354, p < 0.001) and carcinoembryonic antigen (CEA, OR = 2.625, p = 0.005) posed risks for RPILD. High lactose dehydrogenase (LDH, p = 0.009), CRP (p = 0.001) and CEA (p = 0.001), ferritin (p ≤ 0.001) and low albumin (p ≤ 0.001) were significantly associated with mortality. Anti-SAE antibodies were negatively correlated with RPILD as analyzed by univariate (OR = 0.245, p = 0.017) and multivariate (OR = 0.058, p = 0.036) regressions, indicating that they may be a protective factor in relation to RPILD (OR = 0.543, p = 0.008) or fatality (OR = 0.707, p = 0.012), which was also demonstrated in subgroup analyses. Conclusions: In contrast to various risk factors for RPILD or mortality, anti-SAE antibodies might conversely be a protective factor in anti-MDA5+ patients.

Mental Health of Hong Kong University Students Under COVID-19: Protective Ecological Factors and Underlying Mechanism

While the COVID-19 has brought severe challenges to university students’ mental health, there is inadequate research on the related protective factors from different ecological systems and the underlying mechanisms. Guided by the ecological systems theory and the positive youth development approach, this study investigated the associations between two protective factors in the ecological systems (i.e., positive family functioning in the microsystem and Chinese cultural beliefs of adversity in the macrosystem) and students’ mental health in Hong Kong higher education during the period of the pandemic, with resilience (i.e., an important positive youth development quality) proposed as a mediating factor. This study was based on data collected in a large-scale survey of 978 Hong Kong Chinese undergraduate students (mean age = 20.69 with 62.9% being female) in the summer of 2022. Validated measures were used to assess students’ mental health problems (anxiety and depression), the ecological protective factors (positive family functioning and Chinese cultural beliefs of adversity), and resilience. Structural equation modelling was conducted to examine the associations between ecological protective factors and mental health problems, as well as the mediating effects of resilience in the associations. Structural equation modelling revealed that both positive family functioning and Chinese cultural beliefs of adversity negatively predicted anxiety and depression, with resilience partially mediating all paths. The study contributes significantly to the understanding of different ecological protective factors in higher education students’ mental health and the mediating role of resilience. It also provides practical implications for intervention and prevention.

PREVALÊNCIA E FATORES PESSOAIS ASSOCIADOS À VIOLÊNCIA AUTOPROVOCADA EM ADOLESCENTES

ABSTRACT Objective: To identify the prevalence and personal factors associated with self-harm in adolescents. Method: A cross-sectional analytical observational study. The population consisted of notifications of interpersonal or self-harm violence in adolescents in Brazil from the Notifiable Diseases Information System. Notifications between 2009 and 2021 in Brazil were included in adolescents aged 10 to 19. The data was analyzed using descriptive and inferential statistics. Results: The prevalence of self-harm was 27.39% in Brazil. Black adolescents increase the prevalence of self-harm violence by 3% and brown and indigenous adolescents by 2%; more than eight years of schooling is a protective factor in relation to self-harm violence, reducing the prevalence of self-inflicted violence by 12%. Conclusion: The results indicate the need for effective policies and strategies to help care for this public.

Gout Knowledge: A Survey of Australian Outpatients with Gout.

The prevalence of gout has increased in the Western societies due to ageing and increasing BMI. Recently, lifestyle and dietary factors have been linked in epidemiological studies with an alteration of the risk of gout; however, there remains a lack of data on patient knowledge of these factors. The purpose of this survey-based study was to determine the knowledge of gout and its treatment both in the community and specialist care settings. Participants were recruited from a hospital rheumatology outpatient department, consumer organization and a random sample of participants from a population-based cohort who had self-reported gout in South Australia. Participants completed a survey regarding basic demographics, the Single Item Literacy Screener, use of medication and diet for treatment of their gout and knowledge of gout. Seventy-four people were recruited (87% male) with a mean age of 66 years (range 35-88). The mean duration of gout was 16.6 years (range 0-60). On screening with SILS, 19.0% were identified as having limited reading ability. Most gout was managed by the family practitioner (81.1%) and/or rheumatologist (18.9%). In regard to current gout medications, 52.7% were taking allopurinol, 17.6% colchicine, 9.5% non-steroidal anti-inflammatory drugs, 6.8% prednisolone and 5.4% herbal preparations. For further information regarding gout, participants would most commonly approach their general practitioner (85.1%). Most participants correctly identified certain triggers to gout attacks and almost half of participants (41.9%) reported that they had altered their diet due to gout. Conversely, participants often incorrectly identified common risk or protective factors for gout. Gout remains a common, yet undertreated, chronic condition. Our study highlights a lack of knowledge amongst patients of risk and protective factors in relation to gout. The increasing prevalence of gout within the population indicates a need to improve education and understanding among those with the condition.

Australian Youth Self-Harm Atlas: spatial modelling and mapping of self-harm prevalence and related risk and protective factors to inform youth suicide prevention strategies.

Suicide prevention strategies have shifted in many countries, from a national approach to one that is regionally tailored and responsive to local community needs. Previous Australian studies support this approach. However, most studies have focused on suicide deaths which may not fully capture a complete understanding of prevention needs, and few have focused on the priority population of youth. This was the first nationwide study to examine regional variability of self-harm prevalence and related factors in Australian young people. A random sample of Australian adolescents (12-17-year-olds) were recruited as part of the Young Minds Matter (YMM) survey. Participants completed self-report questions on self-harm (i.e., non-suicidal self-harm and suicide attempts) in the previous 12months. Using mixed effects regressions, an area-level model was built with YMM and Census data to produce out-of-sample small area predictions for self-harm prevalence. Spatial unit of analysis was Statistical Area Level 1 (average population 400 people), and all prevalence estimates were updated to 2019. Across Australia, there was large variability in youth self-harm prevalence estimates. Northern Territory, Western Australia, and South Australia had the highest estimated state prevalence. Psychological distress and depression were factors which best predicted self-harm at an individual level. At an area-level, the strongest predictor was a high percentage of single unemployed parents, while being in an area where ≥30% of parents were born overseas was associated with reduced odds of self-harm. This study identified characteristics of regions with lower and higher youth self-harm risk. These findings should assist governments and communities with developing and implementing regionally appropriate youth suicide prevention interventions and initiatives.

Ozempic and its Protective Factors in Relation to Acute Myocardial Infarction

Introduction: The World Health Organization (WHO) estimates that cardiovascular diseases account for 31% of all deaths each year, making them the leading cause of death worldwide. As such, the search to reduce rates through the development of new treatments and approaches is incessant. Methodology: This is a literature review whose bases were taken from the SciELO and PubMed data platforms. The search period was July 2023, meeting the inclusion criteria of articles from 2000 to 2023, in Portuguese and English, online and in full text. Discussion: Cardiovascular diseases(CVD) are the leading cause of death worldwide and are among the main causes of disability and years of life lost, having an important social, economic, and quality of life impact on the population.(1,2) Cardio vascular risk factors include high cholesterol levels, diabetes mellitus, a sedentary lifestyle, high blood pressure, and obesity.

DIFFERENCES IN RESILIENCE AMONG MIDLIFE AND OLDER ADULTS BY SEXUAL AND GENDER IDENTITY AND BY GENERATION

Abstract Sexual and gender minority (SGM) (i.e., lesbian, gay, bisexual, sexual diverse, and transgender) midlife and older adults face specific health, social, and structural inequities in addition to the late-life challenges experienced by older adults in general. Extant research had largely examined health disparities and related risk and protective factors among SGM individuals as a homogeneous group, without attending to the heterogeneity among the subgroups and differing generations. Most research has also focused on stress with limited attention to resilience, even though higher resilience is associated with better health when facing adversity. Using baseline data from Aging with Pride: The National Health, Aging, and Sexuality/Gender Study, we identify historical/environmental, psychological, and social risk and protective factors that are associated with resilience in midlife and older SGM adults (n=2,450), aged 50-102, and examine differences in the associations between the factors and resilience by SGM and generational subgroups (i.e., Invisible, Silenced, and Pride). The results revealed differences in significant factors associated with resilience by SGM and generational subgroups. Identity affirmation was positively associated with resilience in all but the bisexual and transgender groups. Day-to-day discrimination was negatively associated with resilience for all but bisexual women. Community belongingness was positively associated with resilience for gay and bisexual men and the younger generations (Silenced and Pride). These results suggest that factors associated with fostering resilience, and in turn better health, may differ by SGM subgroup as well as by generation. Assessing differences in factors that promote resilience can help develop responsive interventions for targeted subgroups.

Emotional and relational protective factors during pregnancy and psychological well-being and personal growth after childbirth

ABSTRACT Background Studies in the perinatal literature tend to focus on potential negative outcomes, but little attention has been paid to the protective factors that may be associated with better psychological well-being or positive mental changes, such as personal growth. Objective Drawing on the Broaden and Build Theory of Positive Emotions, the study employed a prospective design and a sequential mediation model to examine the mechanism by which protective factors during pregnancy (dispositional gratitude, perceived relationship quality with the partner, perceived maternal-foetal bonding) may be associated, in sequence, with higher psychological well-being and personal growth after childbirth among first-time mothers. Methods The sample consisted of 515 women who were recruited through social media and completed questionnaires in two phases: Time 1, during the second half of their pregnancy; and Time 2, around 12 weeks after the birth of their first baby. Results Results show that gratitude was associated with higher perceived relationship quality during pregnancy, which was associated with higher maternal-foetal bonding, which in turn was associated with higher psychological well-being and personal growth after childbirth. The indirect effects were significant. Conclusion The study expands knowledge of positive outcomes in the transition to motherhood, and demonstrates that positive emotions, such as gratitude, may be the first link in the chain of factors predicting better outcomes from pregnancy to childbirth.

Anti-Asian racism related stigma, racial discrimination, and protective factors against stigma: a repeated cross-sectional survey among university students during the COVID-19 pandemic.

Since the onset of the COVID-19 pandemic in March 2020, reports of anti-Asian American or Pacific Islander (AAPI) hate have increased in the United States. Institutions of higher education provide a unique opportunity to examine COVID-19 related stigma and protective factors in AAPI young adults enrolled in college. The goal of this research was to examine COVID-19 related stigma among a diverse college student population. We posited that AAPI students experience more racial discrimination, internalized stigma, and/or anticipated racial discrimination than other students. We also sought to identify protective behavioral factors against stigma. This study includes data from a repeated cross-sectional survey that was administered among college students at a large public university in the United States in April (n = 1,359) and November 2020 (n = 1,196). All university enrolled students with an active email account were eligible to participate in the online survey, which included questions about COVID-19 stigma (anticipated, enacted, internalized), stigma resistance, sources of COVID-19 information, lifestyle behaviors, and sociodemographic information. Binary logistic regression models were utilized to assess differences in stigma between race and ethnic groups and to identify factors associated with stigma. AAPI students were more likely to experience all three types of stigma compared to other race and ethnic groups. AAPI students in both waves were at least 2 times more likely to experience enacted stigma and 7.3 times more likely to experience anticipated stigma in the earlier wave compared to non-Hispanic White students. Students who had experienced enacted stigma were more likely to experience anticipated stigma, and those who experienced enacted and anticipated stigma were more likely to experience internalized stigma. Higher education level, living with neighbors/roommates, maintaining a healthy lifestyle, and thinking positively about oneself may act as protective factors against different types of stigma. AAPI students have a greater risk of experiencing COVID-19 stigma compared to those from other race and ethnic groups. Universities should combat anti-AAPI sentiments and COVID-19 stigma and promote public health efforts to build resistance against the negative effects of stigma.

The longitudinal buffering effects of resilience on alcohol use outcomes.

Traumatic events (TE) are a risk factor for alcohol use disorder (AUD). Resilience may be protective of the effects of TE exposure, but few studies have longitudinally tested the buffering hypothesis. Thus, the present study aimed to fill this gap. Participants (N = 6,015) were from a longitudinal investigation into substance use and health outcomes at a large, urban university. Participants completed self-report measures on precollege internalizing symptoms and lifetime trauma load. Resilience was calculated as a quantitative variable. At each of the follow-up assessments, participants reported on past month consumption, AUD symptoms, and new onset TEs. Longitudinal path modeling was used to test interactions. Higher new onset TE load was associated with greater AUD symptoms, and higher consumption at one time-point. Results demonstrate a significant main effect of resilience at Y1S and Y3S, and a significant interaction between resilience and new onset TE at the last time-point, whereby higher levels of new onset TE were associated with higher levels of AUD symptoms at low (β = .19, p < .001), and average (β = .20, p = .001) levels of resilience. This effect was attenuated at high levels of resilience (β = .07, p = .051). No significant main nor interaction effects of resilience on consumption were found. Findings suggest resilience as an important protective factor in relation to the development of AUD symptoms after exposure to a TE, though perhaps less so in relation to consumption. Findings are consistent with prior work demonstrating that AUD symptoms are more clinically relevant than consumption in this population. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Suicide Risk Analysis and Psycho-Emotional Risk Factors Using an Artificial Neural Network System.

Suicidal behavior among young people has become an increasingly relevant topic after the COVID-19 pandemic and constitutes a public health problem. This study aimed to examine the variables associated with suicide risk and determine their predictive capacity. The specific objectives were: (1) to analyze the relationship between suicide risk and model variables and (2) to design an artificial neural network (ANN) with predictive capacity for suicide risk. The sample comprised 337 youths aged 18-33 years. An ex post facto design was used. The results showed that emotional attention, followed by problem solving and perfectionism, were variables that contributed the most to the ANN's predictive capacity. The ANN achieved a hit rate of 85.7%, which is much higher than chance, and with only 14.3% of incorrect cases. This study extracted relevant information on suicide risk and the related risk and protective factors via artificial intelligence. These data will be useful for diagnosis as well as for psycho-educational guidance and prevention. This study was one of the first to apply this innovative methodology based on an ANN design to study these variables.

The microRNA-144/451 cluster in plasma-derived microvesicles and erythrocytes in patients with history of pulmonary embolism

Chronic thromboembolic disease (CTED) and chronic thromboembolic pulmonary hypertension (CTEPH) are the complications that comprise a serious problem for patients with history of pulmonary embolism (PE). Erythrocytes, extracellular microvesicles (EMVs) and miRNAs play a substantial role in the procoagulant states. The aim. To analyze the levels of miR-144-3р, miR-451a, and miR-451b in blood plasma-derived EMVs and erythrocytes in patients with history of PE and in the control group. Materials and Methods. 18 patients with history of PE (13 CTEPH, 5 CTED) and 8 controls were enrolled into the study. All the participants had undergone clinical and biochemical blood tests as well as the coagulogram. We used flow cytometry to assess plasma-derived EMVs (CD9, CD41, CD45, CD235a, CD105). We measured the expression of miR-144-3р, miR-451a, miR-451b by real-time PCR with endogenous control (miR-152-3p) and five exogenous quality controls. Results. The levels of miR-144-3р and miR-451a in patients were lower than in controls, both in EMVs (р = 0.030; р = 0.065) and in erythrocytes (р = 0.023;р = 0.086). In female patients, the levels of miR-144-3р and miR-451a in CTEPH were lower than in CTED (р = 0.087; р = 0.031). Mir-451b in EMVs has not been detected, while in erythrocytes its levels have not differed between the groups. In patients, the levels of miR-144-3р and miR-451a directly correlated with each other both in EMVs (р = 0.004) and in erythrocytes (р = 0.042). In all the participants, the levels of miR-144-3р and miR-451a in EMVs directly correlated with those in erythrocytes (р = 0.002; р = 0.078). The number of erythrocyte-derived EMVs correlated with miR-451a levels both in EMVs (R = 0.472; p = 0.065) and in erythrocytes (R = –0.829; p = 0.011). The level of miR-451a in EMVs correlated with blood plasma levels of factor VIII and fibrinogen (R = 0.584; p = 0.022 and R= –0.489; p = 0.047), and with the International Normalized Ratio (R = 0.894; p = 0.041). Conclusion. The microRNA-144/451 cluster may influence both the hemostasis system and the risk of post-thromboembolic complications development. In the present study, miR-144-3р and miR-451a showed themselves as protective factors in relation to both the development of PE and severity of post-thromboembolic complications.