Bootstrap CI Research Articles

Deep learning improves physician accuracy in the comprehensive detection of abnormalities on chest X-rays.

Chest X-rays are the most commonly performed medical imaging exam, yet they are often misinterpreted by physicians. Here, we present an FDA-cleared, artificial intelligence (AI) system which uses a deep learning algorithm to assist physicians in the comprehensive detection and localization of abnormalities on chest X-rays. We trained and tested the AI system on a large dataset, assessed generalizability on publicly available data, and evaluated radiologist and non-radiologist physician accuracy when unaided and aided by the AI system. The AI system accurately detected chest X-ray abnormalities (AUC: 0.976, 95% bootstrap CI: 0.975, 0.976) and generalized to a publicly available dataset (AUC: 0.975, 95% bootstrap CI: 0.971, 0.978). Physicians showed significant improvements in detecting abnormalities on chest X-rays when aided by the AI system compared to when unaided (difference in AUC: 0.101, p < 0.001). Non-radiologist physicians detected abnormalities on chest X-ray exams as accurately as radiologists when aided by the AI system and were faster at evaluating chest X-rays when aided compared to unaided. Together, these results show that the AI system is accurate and reduces physician errors in chest X-ray evaluation, which highlights the potential of AI systems to improve access to fast, high-quality radiograph interpretation.

The Role of Medicaid Expansion on the Receipt of Adjuvant Chemotherapy in Patients With Lung Cancer

ObjectiveWe aimed to utilize a nationally representative database to study the effect of Medicaid expansion on the receipt of adjuvant chemotherapy in eligible patients. Materials and MethodsRetrospective review of the National Cancer Database (NCDB) was performed between 2006 and 2019. Patients with clinical T1-T3, N1, and M0 were included. Patients with nodal disease or tumors > 4 cm were eligible for adjuvant therapy. Demographic and clinical information were collected. A difference-in-difference analysis was performed to compare changes in the rate of adjuvant chemotherapy. ResultsTotal 9954 eligible patients were treated in states that expanded Medicaid coverage in January 2014 or later, with 4809 patients treated in the pre-expansion years (2012-2013) and 5145 patients treated in the postexpansion years (2017-2018). Following Medicaid expansion, eligible patients were more likely to receive adjuvant therapy (70.2% vs. 62.3%; P < .001). Compared with the pre-expansion period, patients who received adjuvant therapy were more likely to use Medicaid insurance postexpansion (7.8% vs. 5%, P < .001). Among patients using Medicaid coverage only, a greater percentage started adjuvant therapy within 8 weeks of resection following Medicaid expansion (46.6% vs. 38.3%, P = .048). The observed difference-in-difference in the change in adjuvant therapy rate from the pre-expansion period to the postexpansion period between expansion and nonexpansion states was 1.25% (95% Bootstrap CI −0.36% to −3.18%). There was a modest survival benefit in expansion states postexpansion. ConclusionMedicaid expansion appears to be associated with increased access to care, as shown by the increased receipt of adjuvant systemic therapy in eligible patients.

Evaluation of Cost-Effectiveness of a Virtual Multidisciplinary Stroke Care Clinic for Community-Dwelling Survivors of Stroke.

A technologically integrated, multidisciplinary approach to stroke rehabilitation service was delivered and embedded into conventional health care practice. This article reports an evaluation of cost-effectiveness analysis of a new Virtual Multidisciplinary Stroke Care Clinic (VMSCC) service for community-dwelling survivors of stroke. A randomized controlled trial was conducted. Adults with a first/recurrent ischemic/hemorrhagic stroke were recruited from 10 hospitals. Eligible participants were randomly assigned to receive the VMSCC service (individual virtual consultations with a registered nurse, home blood pressure telemonitoring, and unlimited access to an online resource platform) plus usual care or usual care alone. Cost-effectiveness analyses were performed based on incremental cost-effectiveness ratios expressed as incremental cost per emergency admission reduced, and day of hospitalization reduced over the study period. A total of 256 participants (intervention group n=141 versus control group n=115) with complete cost and health care use data were included in the cost-effectiveness analyses. The VMSCC service, on average, resulted in a greater reduction in the number of emergency admission (-0.06 [95% bootstrapped CI, -0.14 to 0.01]) and fewer days of hospitalization (-0.08, [95% bootstrapped CI -0.40 to 0.24]) but incurred a higher total cost of HK$375 (95% bootstrapped CI, -2103 to 2743) compared with the usual care. The incremental cost-effectiveness ratios of the VMSCC service compared with the usual care were HK$6070 and HK$4826 per an emergency admission and a day of hospital stay reduced respectively. The study provides preliminary but not confirmative evidence that the VMSCC service could be more effective but more costly than usual care in reducing health service use. URL: https://www.chictr.org.cn. Unique identifier: ChiCTR1800016101.

Family involvement in mental healthcare practice: Perspectives of mental health nurses, patients, and caregivers.

Family engagement in care has been advocated to promote recovery for patients with mental health conditions. Attitudes of mental health nurses toward the importance of families influence the way they partner with families in mental healthcare. However, little is known about how mental health nurses engage with families and quality of family-centered care (FCC) perceived by patients and caregivers. The study aimed to examine the mediating effect of family nursing practice on the association between mental health nurses' attitudes toward integrating families into care and quality of FCC perceived by patients with schizophrenia and caregivers. A cross-sectional study was conducted. A convenience sample of 143 dyads of patients with schizophrenia and their caregivers and 109 mental health nurses were recruited from inpatient wards at two psychiatric hospitals in Taiwan. Demographic and clinical questionnaires, Families' Importance in Nursing Care-Nurses' Attitudes scale, Family Nursing Practice Scale, and Measure of Process of Care for Adults were used to collect data. Data were analyzed using descriptive statistics, independent-sample t-tests, one-way analysis of variance, Pearson correlation coefficients, paired-sample t-tests, and intraclass correlation coefficient (ICC). Mediation analyses were performed using Hayes' PROCESS macro in SPSS (Model 4) with bootstrapping. Mental health nurses exhibited supportive attitudes toward integrating families into care (Mean = 98.96) and greater perceptions of family nursing practice (Mean = 2.44). The concordances between patients and caregivers on perceived quality of family-centered care were significant (ICC = 0.63-0.77). Attitudes of mental health nurses toward integrating families into care had both the total and direct effects on all domains of quality of FCC perceived by patients and caregivers, respectively. The indirect effects of mental health nurses' attitudes toward integrating families into care on aspects of quality of FCC through family nursing practice were significant for patients (95% bias-corrected bootstrap CI of 0.015-0.053) and caregivers (95% bias-corrected bootstrap CI of 0.004-0.041). The magnitude of the indirect effects was medium to large for patients (ES = 0.209-0.257) and caregivers (ES = 0.148-0.221). Family nursing practice partially mediated the association between mental health nurses' attitudes toward integrating families into care and aspects of quality of FCC from perspectives of patients and caregivers. Interventions tailoring mental health nurses' practice skills and reciprocity with families have the potential to enhance supportive attitudes of mental health nurses toward working with families and further improve perceived quality of FCC in patient-caregiver dyads in mental healthcare practice.

Mediating effect of social support on the relationship between social activity and depressive symptoms among older widows in Taiwan

The purpose of this study was to investigate the mediating effect of social support on the relationship between social activity and depressive symptoms among older widows in Taiwan. A cross-sectional study was conducted that recruited 256 older widows in southern Taiwan. Data were collected on demographic characteristics, self-rated health, instrumental activities of daily living, social activity, social support, and depression. Multiple linear regressions performed examined whether social activities and social support were significantly associated with depressive symptoms and which types of social activity were significantly related to social support and depressive symptoms. Mediation analyses performed tested the mediation effect of social support between the number of different types of social activities performed (termed "number of activities" in this study) and depression. Overall, 17.2% of the participants reported having at least two depressive symptoms. The total effect of the number of activities on depressive symptoms was significant (p < .001). The direct pathway from the number of activities to depressive symptoms remained significant (p < .001), and the mediation pathway (from the number of activities to depressive symptoms through social support) was also significant (Bootstrap CI = −.072, −.003). These findings demonstrated that older widows had more social support when they participated in more social activities, which could then decrease depressive symptoms. In addition, informal community group activities and religious group activities were the most effective at increasing social support and reducing depressive symptoms among the older Taiwanese widows.

Identifying Weekly Trajectories of Pain Severity Using Daily Data From an mHealth Study: Cluster Analysis.

People with chronic pain experience variability in their trajectories of pain severity. Previous studies have explored pain trajectories by clustering sparse data; however, to understand daily pain variability, there is a need to identify clusters of weekly trajectories using daily pain data. Between-week variability can be explored by quantifying the week-to-week movement between these clusters. We propose that future work can use clusters of pain severity in a forecasting model for short-term (eg, daily fluctuations) and longer-term (eg, weekly patterns) variability. Specifically, future work can use clusters of weekly trajectories to predict between-cluster movement and within-cluster variability in pain severity. This study aims to understand clusters of common weekly patterns as a first stage in developing a pain-forecasting model. Data from a population-based mobile health study were used to compile weekly pain trajectories (n=21,919) that were then clustered using a k-medoids algorithm. Sensitivity analyses tested the impact of assumptions related to the ordinal and longitudinal structure of the data. The characteristics of people within clusters were examined, and a transition analysis was conducted to understand the movement of people between consecutive weekly clusters. Four clusters were identified representing trajectories of no or low pain (1714/21,919, 7.82%), mild pain (8246/21,919, 37.62%), moderate pain (8376/21,919, 38.21%), and severe pain (3583/21,919, 16.35%). Sensitivity analyses confirmed the 4-cluster solution, and the resulting clusters were similar to those in the main analysis, with at least 85% of the trajectories belonging to the same cluster as in the main analysis. Male participants spent longer (participant mean 7.9, 95% bootstrap CI 6%-9.9%) in the no or low pain cluster than female participants (participant mean 6.5, 95% bootstrap CI 5.7%-7.3%). Younger people (aged 17-24 y) spent longer (participant mean 28.3, 95% bootstrap CI 19.3%-38.5%) in the severe pain cluster than older people (aged 65-86 y; participant mean 9.8, 95% bootstrap CI 7.7%-12.3%). People with fibromyalgia (participant mean 31.5, 95% bootstrap CI 28.5%-34.4%) and neuropathic pain (participant mean 31.1, 95% bootstrap CI 27.3%-34.9%) spent longer in the severe pain cluster than those with other conditions, and people with rheumatoid arthritis spent longer (participant mean 7.8, 95% bootstrap CI 6.1%-9.6%) in the no or low pain cluster than those with other conditions. There were 12,267 pairs of consecutive weeks that contributed to the transition analysis. The empirical percentage remaining in the same cluster across consecutive weeks was 65.96% (8091/12,267). When movement between clusters occurred, the highest percentage of movement was to an adjacent cluster. The clusters of pain severity identified in this study provide a parsimonious description of the weekly experiences of people with chronic pain. These clusters could be used for future study of between-cluster movement and within-cluster variability to develop accurate and stakeholder-informed pain-forecasting tools.

Pain Severity and Depressive Symptoms in Endometriosis Patients: Mediation of Negative Body Awareness and Interoceptive Self-Regulation

Endometriosis-related pain may be associated with depressive symptoms. Although a growing body of evidence supports this association, the underlying mechanisms are still largely unclear. Impaired perceptions of bodily external and internal stimuli may be involved in this process. This study aims to assess the mediating role of 2 facets of interoception—the awareness of negative body signals and interoceptive self-regulation—in the association between pain severity and depressive symptoms among women with endometriosis. A total of 301 patients who reported a diagnosis of endometriosis were recruited from an endometriosis and chronic pelvic pain outpatient university clinic and through patient associations and completed self-reported instruments. A parallel mediation analysis was conducted. Almost half of women (48.2%) reported depressive symptoms above the self-rating scale cutoff values. Pain severity significantly predicted depressive symptoms (β = .39, 95% bootstrap confidence interval [CI] [.719, 1.333]). Negative body awareness (β = .121, 95% bootstrap CI [.174, .468]) and interoceptive self-regulation (β = .05, 95% bootstrap CI [.035, .252]) partially mediated this relationship. Our findings indicated that pain may interfere with the perception of the body as a source of calmness and safety, limiting the individual's ability to effectively regulate emotions. Future research should further explore these mechanisms and evaluate the efficacy of interventions focusing on interoceptive sensibility to enhance the psychological well-being of endometriosis patients. PerspectiveThis article investigates for the first time the potential role of 2 facets of interoceptive sensibility in the relationship between pain severity and depressive symptoms in women with endometriosis. These findings may contribute to advancing knowledge about the mechanisms involved in the complex pain-depression cycle.

Retrospecting Digital Media Use, Negative Emotions, and Trust Gaps During the COVID-19 Pandemic in China: Cross-Sectional Web-Based Survey.

Retrospecting the trust gaps and their dynamics during the pandemic is crucial for understanding the root causes of postpandemic challenges and offers valuable insights into preparing for future public health emergencies. The COVID-19 pandemic eroded people's trust in strangers and acquaintances, while their trust in family members remained relatively stable. This resulted in 2 trust gaps, namely, the family members-strangers trust gap and the family members-acquaintances trust gap. Widening trust gaps impede social integration and undermine the effective management of public health crises. However, little is known about how digital media use shaped trust gaps during a pandemic. This study aims to investigate the relationships between digital media use, negative emotions, the family members-strangers trust gap, and the family members-acquaintances trust gap during the COVID-19 pandemic in China. We test the mediating role of negative emotions between digital media use and 2 trust gaps and compare the indirect effect of digital media use on 2 trust gaps through negative emotions. A cross-sectional web-based survey was conducted in China between January 31, 2020, and February 9, 2020. A total of 1568 adults participated in the survey. Questions related to digital media use, negative emotions, trust in family members, trust in acquaintances, and trust in strangers during the pandemic were asked. Regression analyses were performed to test the associations between the examined variables. We used a 95% bootstrap CI approach to estimate the mediation effects. Digital media use was positively associated with negative emotions (B=0.17, SE 0.03; P<.001), which in turn were positively associated with the family members-strangers trust gap (B=0.15, SE 0.03; P<.001). Likewise, digital media use was positively associated with negative emotions (B=0.17, SE 0.03; P<.001), while negative emotions were positively associated with the family members-acquaintances trust gap (B=0.08, SE 0.03; P=.01). Moreover, the indirect effect of digital media use on the family members-strangers trust gap (B=0.03, SE 0.01; 95% CI 0.01-0.04) was stronger than that on the family members-acquaintances trust gap (B=0.01, SE 0.01; 95% CI 0.003-0.027). The results demonstrate that negative emotions resulting from the frequent use of digital media are a key factor that accounts for the widening trust gaps. Considering the increasing reliance on digital media, the findings indicate that the appropriate use of digital media can prevent the overamplification of negative emotions and curb the enlargement of trust gaps. This may help restore social trust and prepare for future public health crises in the postpandemic era.

Exploring the complex associations among risks of malnutrition, sarcopenia, and frailty in community-dwelling older adults

BackgroundMalnutrition, sarcopenia, and frailty are age-related conditions that are associated with multiple health-related negative outcomes. However, the complex associations between them remain to be elucidated. The aims of the study were to explore: (1) whether the risk of sarcopenia has a mediator effect on the association between risks of malnutrition and frailty; and (2) whether physical activity (PA) level modulates this mediator effect in community-dwelling older adults.MethodsThis cross-sectional study involved 593 older adults (62.73% female; mean age = 71.35 ± 5.86 years). The Mini Nutritional Assessment-Short Form (MNA-SF), the SARC-F Questionnaire, and the FRAIL Questionnaire were used to assess the risks of malnutrition, sarcopenia, and frailty, respectively. The International Physical Activity Questionnaire Short Form (IPAQ-SF) was employed to assess PA level. Using the Hayes PROCESS macro (Models 4 and 7), mediation and moderated mediation analyses were performed.ResultsThe mediation analysis demonstrated that the MNA-SF had a significant effect on the SARC-F (B=-0.325; p < 0.001) and the SARC-F, in turn, had a significant effect on the FRAIL (B = 0.341; p < 0.001). The total (B=-0.171; p < 0.001), direct (B=-0.061; p = 0.001), and indirect (B=-0.111; bootstrap CI did not include zero, which indicates a significant effect) effects of MNA-SF on FRAIL were significant, showing that 65% of the association between the MNA-SF and FRAIL was explained by the SARC-F acting as a mediator. The moderated mediation analysis demonstrated that the association between MNA and SARC-F was moderated by the PA level (B = 0.253; p = 0.016). The SARC-F mediated and relatively enhanced the association between MNA-SF and FRAIL only in older adults with a moderate PA level (B=-0.120; CI: -0.154 to -0.085).ConclusionsThe SARC-F partially mediates the association between the MNA-SF and the FRAIL, indicating that malnutrition affects frailty through an indirect path via sarcopenia. Furthermore, the PA level moderates this mediator effect, with sarcopenia serving as a mediator in older adults with moderate a PA level but not in those with a low PA level. These findings reveal that it may be beneficial to consider PA level in combination with malnutrition and sarcopenia in the management and prevention of frailty in community-dwelling older adults.

Factors affecting parental role adaptation in parents of preterm infants after discharge: a cross-sectional study.

Parenting a preterm infant can be incredibly challenging and stressful, particularly in the first year after discharge. Desirable parental role adaptation leads to appropriate parenting behaviors and parent-infant interaction, which are essential to child health and development. To investigate the level of parental role adaptation and its influencing factors among parents of preterm infants in the first year after hospital discharge according to Belsky's parenting process model among parents of preterm infants in the first year after hospital discharge. A cross-sectional study design was adopted using convenience sampling. Data were collected using the Parental Role Adaptation Scale (PRAS) in parents with preterm infants, the Perceived Social Support Scale (PSSS), the Coping Adaptation Processing Scale (CAPS-15), and a sociodemographic questionnaire. Descriptive statistics, non-parametric tests, Spearman correlation analyses, and multivariate linear regression were used to analyze the data. In total, 300 Chinese parents were included in the analysis. In the multivariate analysis, first-time parent (p = 0.003), master's degree and above (p = 0.042), coping adaptation processing (p = 0.000), residence location (towns: p = 0.019, city: p = 0.028), monthly family income (6000-10,000: p = 0.000, >10,000: p = 0.000), and perceived social support (p = 0.001) were all significant predictors of parental role adaptation and collectively accounted for 56.8% of the variation in parental role adaptation of parents with preterm infants (F = 16.473, p < 0.001). Coping adaptation processing mediated the relationship between perceived social support and parental role adaptation (95% bootstrap CI = 0.022, 0.130). Chinese parents of preterm infants experience a moderate level of parental role adaptation when their child is discharged from the hospital to home. Parents who are not first-time parents, have master's degrees or above, live in towns or cities, have higher coping and adaptation abilities, have high monthly family income, and greater perceived social support have a higher level of parental role adaptation. Healthcare providers should pay more attention to parents with low socioeconomic status and encourage them to improve their coping and adaptation abilities and to utilize their formal and informal social support networks.

Workplace violence and depressive symptoms: the mediating role of fear of future workplace violence and burnout among Chinese nurses

BackgroundThe mechanisms underlying the relationship between workplace violence (WPV) and depressive symptoms in nurses have been less studied. This study aims to examine the mediating role of fear of future workplace violence (FFWV) and burnout in the association between WPV and depressive symptoms.MethodsWe conducted a cross-sectional web survey at 12 tertiary hospitals in Shandong province, China, in 2020. The Center for Epidemiologic Studies Depression Scale (CESD-10), the Chinese version of the Maslach Burnout Inventory-General Survey and the Fear of Future Violence at Work Scale were used to collect data. Descriptive statistics, independent sample t-test, one-way analysis of variance, Pearson’s correlation coefficient, and ordinary least squares regression with bootstrap resampling were used to analyze the data.ResultsThe prevalence of depressive symptoms was 45.9% among nurses. The regression model showed that FFWV and burnout mediated the relationship between WPV and depressive symptoms. The total effects of WPV on depressive symptoms (3.109, 95% bootstrap CI:2.324 − 3.713) could be decomposed into direct (2.250, 95% bootstrap CI:1.583 − 2.917) and indirect effects (0.769, 95% bootstrap CI:0.543 − 1.012). Indirect effects mediated by FFWV and burnout were 0.203 (95% bootstrap CI:0.090 − 0.348) and 0.443 (95% bootstrap CI:0.262 − 0.642), respectively. Furthermore, serial multiple mediation analyses indicated that the indirect effect mediated by FFWV and burnout in a sequential manner was 0.123 (95% bootstrap CI:0.070 − 0.189).ConclusionThe prevalence of depressive symptoms among Chinese nurses was high. The WPV was an important risk factor for depressive symptoms and its negative effect was mediated by FFWV and burnout. The importance of decreasing WPV exposure and level of FFWV and burnout was emphasized to prevent depressive symptoms among nurses. The findings implied that hospital managers and health policy makers should not only develop targeted interventions to reduce exposure to WPV in daily work among all nurses, but also provide psychological support to nurses with WPV experience to reduce FFWV and burnout.

The Effect of Fear of Missing Out and SNS Addiction Proneness on Bedtime Procrastination: The Moderated Mediating Effect of Negative Affect

Objectives: The discrepancy between the intention to go to bed and actual behavior is called bedtime procrastination (BP), which is associated with sleep deprivation and reduced sleep time; the higher the level, the higher the daytime sleepiness and fatigue. This study examined how fear of missing out (FoMO), social network service (SNS) addiction proneness, and negative affect (NA) impact BP. Methods: In total, 273 adults (male, 46.5%; female, 53.5%; mean age, 27.15±1.86 years) completed the FoMO scale, SNS addiction proneness scale, NA scale, and BP scale. Results: First, only proneness to SNS addiction had a significant effect on BP (B=0.228, &lt;i&gt;p&lt;/i&gt;&lt;0.01). This study verified the significance of the indirect effect and found that SNS addiction proneness completely mediated the relationship between FoMO and BP (B=0.086, 95% CI=0.023– 0.152). Second, the moderating effect of NA was significant in the relationship between FoMO and SNS addiction proneness (B=0.126, &lt;i&gt;p&lt;/i&gt;&lt;0.01). Third, the moderated mediating effect of NA through SNS addiction proneness was significant in the relationship between FoMO and BP (Moderated Mediation Index=0.029, 95% bootstrap CI=0.004–0.060). Conclusions: This study is significant in that it verifies the relationship between FoMO and BP, SNS addiction proneness, and NA, and identifies motivational and behavioral factors that cause BP.

Towards precision in the diagnostic profiling of patients: leveraging symptom dynamics as a clinical characterisation dimension in the assessment of major depressive disorder.

International guidelines present overall symptom severity as the key dimension for clinical characterisation of major depressive disorder (MDD). However, differences may reside within severity levels related to how symptoms interact in an individual patient, called symptom dynamics. To investigate these individual differences by estimating the proportion of patients that display differences in their symptom dynamics while sharing the same overall symptom severity. Participants with MDD (n = 73; mean age 34.6 years, s.d. = 13.1; 56.2% female) rated their baseline symptom severity using the Inventory for Depressive Symptomatology Self-Report (IDS-SR). Momentary indicators for depressive symptoms were then collected through ecological momentary assessments five times per day for 28 days; 8395 observations were conducted (average per person: 115; s.d. = 16.8). Each participant's symptom dynamics were estimated using person-specific dynamic network models. Individual differences in these symptom relationship patterns in groups of participants sharing the same symptom severity levels were estimated using individual network invariance tests. Subsequently, the overall proportion of participants that displayed differential symptom dynamics while sharing the same symptom severity was calculated. A supplementary simulation study was conducted to investigate the accuracy of our methodology against false-positive results. Differential symptom dynamics were identified across 63.0% (95% bootstrapped CI 41.0-82.1) of participants within the same severity group. The average false detection of individual differences was 2.2%. The majority of participants within the same depressive symptom severity group displayed differential symptom dynamics. Examining symptom dynamics provides information about person-specific psychopathological expression beyond severity levels by revealing how symptoms aggravate each other over time. These results suggest that symptom dynamics may be a promising new dimension for clinical characterisation, warranting replication in independent samples. To inform personalised treatment planning, a next step concerns linking different symptom relationship patterns to treatment response and clinical course, including patterns related to spontaneous recovery and forms of disorder progression.

Emotional reactivity linking assaultive trauma and risky behavior: Evidence of differences between cisgender women and men.

Accumulating evidence suggests that trauma exposure is positively associated with future engagement in risky behavior, such as substance misuse, aggression, risky sex, and self-harm. However, the psychological factors driving this association and their relevance across gender groups require further clarification. In a community sample of 375 adults with a high rate of trauma exposure (age range: 18-55 years, M = 32.98 years, SD = 10.64; 76.3% assaultive trauma exposure), we examined whether emotional reactivity linked lifetime assaultive trauma exposure with past-month risky behavior. We also explored whether this model differed for cisgender women (n = 178, 47.6%) and men (n = 197, 52.5%). As hypothesized, assaultive trauma was positively related to emotional reactivity, β =.20, SE = 0.03, t(369) = 3.65, p <.001, which, in turn, partially accounted for the association between assaultive trauma and past-month risky behavior, indirect effect: β =.03, SE = 0.01, 95% bootstrapped CI [0.01, 0.06]. Gender moderated this association such that assaultive trauma was indirectly associated with risky behavior via emotional reactivity for women but not for men, index moderation: B = -0.03, SE = 0.02, 95% bootstrapped CI [-0.07, -0.01]. Cross-sectional results suggest that emotional reactivity may be a proximal target for clinical intervention to aid in the reduction of risky behavior among women.

Effects of Income on Subjective Well-Being in the Elderly: Complete Mediation Roles of Self-Rated Health and Psychological Capital.

Although income and living conditions of residents have greatly improved in recent years, people's subjective well-being does not seem to increase daily. This study aimed to explore income, self-rated health, and psychological capital on subjective well-being, using data from the China General Social Survey conducted in 2017. A total of 1136 elderly as subsamples data were selected from 12 582 participants, involving general sociodemographic characteristics, income, self-rated health, psychological capital, and subjective well-being. SPSS v26.0 macro was used for descriptive statistics, ANOVA and correlation analysis. PROCESS v3.4 macro was performed to examine multiple mediating effects of self-rated health and psychological capital. The elderly residing in urban (P = .016) and having completed 9-year compulsory education (P = .016) reported higher subjective well-being scores. The findings revealed that subjective well-being was positively associated with income, health, and psychological capital among the aged adults (all P < .001). Self-rated health and psychological capital played complete mediation roles between income and subjective well-being (Effect indirect = 0.040, 95% bootstrap CI [0.022, 0.060]; Effect indirect = 0.027, 95% bootstrap CI [0.013, 0.044], respectively). Collectively, our findings indicate that residing in rural and having lower education levels serve as negative predictors of subjective well-being among the elderly. Although income still affects the elderly's subjective well-being, self-rated health and psychological capital may be the crucial mediating factors. Therefore, it is of utmost importance to improve health conditions and positive psychological capital for subjective well-being of the older people.

Deciphering epigenetic regulation of enhancers in high‐risk prostate cancer

AbstractProstate cancer (PCa) is associated with widespread promoter hypermethylation. We hypothesized that aberrant DNA methylation also targets gene enhancers, modulating their activity and contributing to disease etiology. A patient discovery set (n = 37) was used for differential methylation analysis and biomarker identification using the Infinium methylation EPIC array, on high‐risk (n = 13), low‐risk (n = 11), and histologically benign (n = 13) tissues. Enhancers were primarily hypermethylated. However proportionally, hypomethylated enhancers were more prominent in high‐risk (n = 385, 15%) than low‐risk (n = 105, 10%) disease, primarily targeting genes involved in development and enriched for oncoprotein binding motifs, including FOXA1. The clinical significance of enhancer methylation was evaluated by identifying a 17 enhancer differentially methylated probe (DMP) signature using a Least Absolute Shrinkage and Selection Operator model in the discovery set. A large external dataset (n = 746) obtained from four publicly available prostate tissue methylation array studies was used to assess the enhancer signature through logistic regression models trained on a 2/3 training set and tested in a 1/3 test set. This delivered an area under the curve of 0.81 (95% bootstrapped CI 0.78–0.9) for selective detection of high‐risk PCa, achieving a 0.71 sensitivity and 0.76 specificity. Array‐wide aberrant DNA methylation at enhancers highlighted their epigenetic perturbance in high‐risk disease. A clinically significant enhancer signature from this study could be used for detecting high‐risk PCa.

Is joint hypermobility linked to self-reported non-recovery from COVID-19? Case–control evidence from the British COVID Symptom Study Biobank

ObjectivesThis study sought to explore whether generalised joint hypermobility (GJH, a common marker of variant connective tissue) was a risk factor for self-reported non-recovery from COVID-19 infection.DesignProspective observational study.SettingCOVID Symptom...

Hospital pharmacists' mental health during home isolation in the post-pandemic era of COVID-19: influencing factors, coping strategies, and the mediating effect of resilience.

There is a notable research gap on the mental health challenges faced by hospital pharmacists in the post-pandemic era. Therefore, the present study aims to explore mental health status, influencing factors, coping strategies, and the mediating effect of resilience of home quarantine hospital pharmacists (HQHPs). An embedded mixed-method study was conducted in Zhengzhou, a megalopolis in central China, from 20 October to 3 November 2022. For the qualitative study, semi-structured interviews and focus group discussions were conducted among HQHPs to understand their mental health state，the factors that affect their mental health, and the alleviating strategies they used. For the quantitative study, the Generalized Anxiety Disorder Scale (GAD-7) and the Chinese version of the Connor-Davidson Resilience Scale (CD-RISC-25) were used to explore the mental health level of HQHPs. Meanwhile, the mediating effect of resilience was explored and verified with the bootstrap method or the structural equation model. 20 HQHPs participated in the qualitative study. Two themes were identified in terms of the factors that influenced the HQHPs' mental health levels. The positive factors include optimism, family company, and connection with friends, while the negative factors include inadequate supplies, inadequate information, and other emergencies. 210 HQHPs participated in the quantitative study, with a median resilience score of 66 [55.75, 74] in the lowest score range and an anxiety score of 5 [2, 7] in the mild anxiety range. The correlation analysis showed that nine of the 10 influencing factors identified in qualitative research were positively correlated with CD-RISC-25 scores and negatively correlated with the GAD-7 score. The mediating effect of resilience on anxiety was significant (95% bootstrap CI [-1.818, -0.384], p<0.001; or 95% bootstrap CI [-1.174, -0.430], p<0.001). Even in the post-epidemic era, hospital pharmacists face psychological challenges. They actively address these issues based on accumulated experience and a stabilized mindset. In this process, resilience plays a significant mediating role.

Association between body weight perception and intuitive eating among undergraduate students in China: the mediating role of body image.

The association between body weight perception and intuitive eating among undergraduate students in China remains insufficiently understood. In the present study, we were aimed to examine the correlation between body weight perception, body image, and intuitive eating and determine whether the link between body weight perception and intuitive eating was influenced by body image. A total of 1,050 undergraduate students completed the survey. Participants provided self-reported demographic details and completed two structured scales. The Body Esteem Scale for Adolescents and Adults (BESAA) and the Intuitive Eating Scale-2 (IES-2) were employed to assess body image and intuitive eating. Analysis of the mediation model was conducted using version 4.1 of the PROCESS Macro. Results with a value of p less than 0.05 were deemed statistically significant. The average age of the participants was 20.08 years (SD = 1.64). Among the students, 837 (79.7%) were female, and 212 (20.3%) were male. Body image (r = -0.429, p < 0.001) and intuitive eating (r = -0.313, p < 0.001) exhibited significant negative associations with body weight perception. Furthermore, body image showed a significant positive correlation with intuitive eating (r = 0.318, p < 0.001). Significant mediating effects of body image were identified concerning intuitive eating and body weight perception in the right weight (95% bootstrap CI = 0.007, 0.040) and overweight groups (95% bootstrap CI = -0.048, -0.009). The indirect effects of body image constituted 12.19% and 15.33% of the total effects of intuitive eating in these two groups. Although the indirect effects were not substantial, these outcomes shed light on the partial understanding of how body weight perception impacted intuitive eating via body image. Importantly, our findings emphasized the significance of body image and body weight perception, offering a novel insight for prospective interventions targeting undergraduate students.

The mediating role of psychological capital in the relationship between job stress and professional identity in Chinese medical interns.

Adaption to clinical work during the internship can induce several stressors among medical students, especially in the context of the coronavirus disease 2019 (COVID-19) pandemic. Particularly, job stress could be linked to the development of psychological traits and the formation of the professional identity of medical interns. This study aimed to explore the relationship between job stress, psychological capital, and professional identity through a mediation analysis of Chinese medical interns. A descriptive cross-sectional study was conducted in 30 hospitals and clinics in China from June 2021 to March 2022. A total of 665 medical interns filled out questionnaires related to demographic questions, psychological capital, job stress, and professional identity. Data analysis was executed using the IBM SPSS version 22.0 software and its add-in PROCESS Windows version 4.0. The findings indicated a statistically significant mediating effect of psychological capital between job stress and professional identity. Job stress and job stress combined with psychological capital accounted for 5.3% and 37.9%, respectively, of the variance in professional identity. The bootstrapping method corroborated the significance of the indirect effect of job stress through psychological capital (95% bootstrap CI = -4.7921, -2.4345). The current findings underscore the need for increased attention on improving the psychological capital of medical interns.