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A comprehensive understanding of the patterns of psychosocial characteristics in older adults with pain is needed. Our objectives were to (1) identify psychosocial phenotypes (comprising depression, anxiety, affect, self-realization, resilience, and social participation) among older adults with pain and (2) compare pain characteristics, physical health, and cognition among the identified phenotypes. Using cross-sectional 2021 data from the National Health and Aging Trends Study, we performed latent class analysis to identify four psychosocial phenotypes of older adults with pain (N = 1903): Favorable (best psychosocial characteristics, 67.7%), Adverse (worst psychosocial characteristics, 4.9%), Intermediate (moderate scores on psychosocial variables, 12.6%), and Compensated (moderate scores with relatively high self-realization and resilience, 14.9%). Phenotypes with less psychosocial adversity had generally better clinical outcomes. Future research should explore precision pain management interventions in older adults based on their psychosocial phenotypes, longitudinal trajectories of phenotypes, and technology-based, point-of-care clinical insights for pain management.
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BACKGROUND/PURPOSE: Loneliness is prevalent among gay and bisexual men (GBM). This study evaluated the mediating effect of loneliness on the associations of perceived sexual stigma (PSS) and internalized sexual stigma (ISS) with suicide in 400 GBM. METHODS: A moderated mediation model was used to test the mediating effects of loneliness between the associations of PSS from family members and ISS with suicide and the moderating effects of sexual orientation, age, and education level on the mediating effects. RESULTS: The results indicated that both PSS and ISS were positively associated with suicide through the full mediation of loneliness. The association of ISS with loneliness was stronger in older GBM. CONCLUSIONS: Intervention programs promoting changes in attitudes toward GBM are warranted to prevent the development of PSS and ISS, loneliness, and suicide in this population.
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Pre-treatment host and viral factors may affect serum ferritin levels in patients with hepatitis C virus (HCV) infection. We delineated pre-treatment factors associated with hyperferritinemia in these patients. 1682 eligible patients underwent pre-treatment assessment for serum ferritin and various host/viral factors. Univariate and multivariate logistic regression analyses were conducted to evaluate factors associated with hyperferritinemia. Multivariate logistic regression analyses revealed that age > 50 years (adjusted odds ratio [OR]: 1.38 (95% confidence interval [CI] 1.09-1.74), p = 0.008), fibrosis stage ≥ F3 (adjusted OR: 1.36 (95% CI 1.04-1.77), p = 0.02), fibrosis index based on four parameters (FIB-4) > 3.25 (adjusted OR: 1.46 (95% CI 1.11-1.92), p = 0.01), presence of metabolic dysfunction-associated steatotic liver disease (MASLD) (adjusted OR: 1.43 (95% CI 1.21-1.76), p = 0.001), and alanine transaminase (ALT) > 2 folds upper limit of normal (ULN) (adjusted OR: 2.87 (95% CI 2.20-3.75), p < 0.001) were associated hyperferritinemia. The log10 value of HBV or HCV viral load was not associated with the log10 value of ferritin level (Spearman's rank correlation coefficient: - 0.025, p = 0.81 and 0.002, p = 0.92). In conclusion, host factors, rather than viral factors, are associated with hyperferritinemia in patients with HCV.
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Ferritins , Hepatitis C, Chronic , Hyperferritinemia , Humans , Male , Female , Middle Aged , Hepatitis C, Chronic/blood , Hepatitis C, Chronic/complications , Hepatitis C, Chronic/virology , Hyperferritinemia/blood , Ferritins/blood , Adult , Aged , Hepacivirus , Liver Cirrhosis/blood , Liver Cirrhosis/virology , Alanine Transaminase/blood , Risk FactorsABSTRACT
BACKGROUND AND OBJECTIVES: Nintedanib, a tyrosine kinase inhibitor, is integral in slowing pulmonary fibrosis progression in chronic fibrotic interstitial lung disease (ILD). However, the occurrence of adverse drug reactions (ADRs) often limits its use, leading to treatment discontinuation, typically within 3-12 months. Discontinuation adversely affects patient outcomes. The study investigated whether aggressive ADR management can prolong nintedanib therapy and improve patient outcomes. METHODS: This retrospective, single-center study enrolled Taiwanese patients with chronic fibrotic ILD who were treated with nintedanib from January 2016 to December 2022 in Kaohsiung Chang Gung Memorial Hospital. Patients were categorized into those who discontinued treatment within 180 days and those continuing beyond. Management of ADRs was identified through concurrent prescriptions for symptoms such as nausea, vomiting, diarrhea, or hepatic dysfunction. Baseline demographics, comorbidities, pulmonary function tests, and instances of acute exacerbation were analyzed. RESULTS: The study enrolled 94 patients, with 71 (75.5%) experiencing ADRs. Among these, 41 (43.6%) discontinued nintedanib within 180 days. The administration of medications for managing nausea/vomiting [17 (41.5%) versus 36 (67.9%), p = 0.0103] and diarrhea [12 (29.3%) versus 33 (62.3%), p = 0.0015] was less frequent in the discontinued group compared with the continued group. Additionally, a higher incidence of acute exacerbation was observed in the discontinued group (34.1% versus 20.8%, p = 0.016). CONCLUSION: Aggressive management of ADRs may enhance patient tolerance to nintedanib, potentially prolonging treatment duration and improving outcomes in chronic fibrotic ILD.
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INTRODUCTION: Pharmacotherapy against hepatitis C virus (HCV) infection has tremendously improved since the advent of interferon (IFN)-free direct-acting antivirals (DAAs). Additionally, fixed-dose pangenotypic DAAs, which are safe, potent, easy for use, and can cover a wide spectrum of patients, have been recommended by professional guidelines for DAA-naïve and DAA-experienced patients with HCV. AREAS COVERED: We review the pharmacokinetics, pharmacodynamics, and potential drug-drug interactions (DDIs) of fixed-dose pangenotypic DAA regimens, including glecaprevir/pibrentasvir (GLE/PIB), sofosbuvir/velpatasvir (SOF/VEL), and sofosbuvir/velpatasvir/voxilaprevir (SOF/VEL/VOX). Additionally, we summarize the efficacy and safety of these regimens in clinical trials as well as real-world studies for treating different populations. Lastly, we discuss unmet medical needs in managing HCV in the era of fixed-dose pangenotypic DAAs. EXPERT OPINION: Protease inhibitors (PIs), including GLE and VOX, are prone to have more frequent DDIs, compared to the non-structural (NS) 5A and 5B inhibitors. These regimens are generally well tolerated and can be applied to different populations, except for the contraindicated use of PI-containing DAA regimens in decompensated cirrhosis. Using the first-line GLE/PIB and SOF/VEL can eradicate HCV in more than 95% of DAA-naïve patients across different populations. The viral cure usually exceeds 95% when using the rescue SOF/VEL/VOX regimen for prior DAA failures.
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Antiviral Agents , Drug Interactions , Humans , Antiviral Agents/therapeutic use , Antiviral Agents/adverse effects , Antiviral Agents/pharmacokinetics , Antiviral Agents/pharmacology , Antiviral Agents/administration & dosage , Hepatitis C/drug therapy , Hepatitis C/virology , Drug Combinations , Heterocyclic Compounds, 4 or More Rings/therapeutic use , Heterocyclic Compounds, 4 or More Rings/pharmacokinetics , Heterocyclic Compounds, 4 or More Rings/adverse effects , Benzimidazoles/therapeutic use , Benzimidazoles/pharmacology , Sulfonamides/therapeutic use , Hepacivirus/drug effects , Hepacivirus/genetics , Pyrrolidines/therapeutic useABSTRACT
BACKGROUND AND AIM: Understanding the dynamics of serum Mac-2 binding protein glycosylation isomer (M2BPGi) remains pivotal for hepatitis C virus (HCV) patients' post-sustained virologic response (SVR12) through direct-acting antivirals (DAAs). METHODS: We compared areas under receiver operating characteristic curves (AUROCs) of M2BPGi, FIB-4, and APRI and assess M2BPGi cutoff levels in predicting fibrosis stages of ≥F3 and F4 utilizing transient elastography in 638 patients. Variations in M2BPGi levels from pretreatment to SVR12 and their association with pretreatment alanine transaminase (ALT) levels and fibrosis stage were investigated. RESULTS: The AUROCs of M2BPGi were comparable to FIB-4 in predicting ≥F3 (0.914 vs 0.902, P = 0.48) and F4 (0.947 vs 0.915, P = 0.05) but were superior to APRI in predicting ≥F3 (0.914 vs 0.851, P = 0.001) and F4 (0.947 vs 0.857, P < 0.001). Using M2BPGi cutoff values of 2.83 and 3.98, fibrosis stages of ≥F3 and F4 were confirmed with a positive likelihood ratio ≥10. The median M2BPGi change was -0.55. Patients with ALT levels ≥5 times ULN or ≥F3 demonstrated more pronounced median decreases in M2BPGi level compared to those with ALT levels 2-5 times ULN and <2 times ULN (-0.97 vs -0.68 and -0.44; P < 0.001) or with < F3 (-1.52 vs -0.44; P < 0.001). CONCLUSIONS: Serum M2BPGi is a reliable marker for advanced hepatic fibrosis. Following viral clearance, there is a notable M2BPGi decrease, with the extent of reduction influenced by ALT levels and fibrosis stage.
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PURPOSE: To compare psychosocial outcomes of older adults according to pain experience. METHOD: Using cross-sectional 2021 data from the National Health and Aging Trends Study, we examined psychosocial characteristics in older adults (N = 3,376) divided into three groups: no pain, pain without activity limitations, and activity-limiting pain. RESULTS: In multiple regression models, older adults with activity-limiting pain compared to those without pain had significantly higher depression, anxiety, and fear of falling, as well as reduced positive affect, self-realization, self-efficacy, resilience, and social participation. Older adults with non-activity-limiting pain had significantly higher social participation than those without pain, but no differences in self-realization, self-efficacy, or resilience. CONCLUSION: Pain is strongly associated with all psychosocial outcomes, especially in older adults with activity-limiting pain. Future research should examine the impact of self-realization, self-efficacy, resilience, and social participation on activity limitations. [Journal of Gerontological Nursing, 50(7), 27-34.].
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Pain , Humans , Aged , Male , Female , Cross-Sectional Studies , Aged, 80 and over , Pain/psychology , Self Efficacy , Social Participation/psychology , Depression/psychology , Depression/epidemiology , Activities of Daily Living/psychologyABSTRACT
This qualitative study was conducted to understand how gay and bisexual men (GBM) in Taiwan cope with childhood bullying because of their sexual orientation or gender nonconformity. We explored their journey from feeling disturbed to receiving social support, developing coping strategies, and achieving self-growth. Colaizzi's phenomenological approach was used to investigate subject experiences. Semi-structured interviews were conducted with 21 GBM who had experienced high-level sexual bullying in childhood. Relevant data were collected to assess their experiences of sexual bullying, their coping strategies, and subjective effects of corresponding adjustments in interpersonal interactions. Subject experiences concentrated on six themes related to sexual bullying and coping strategies: bullying at developmental stages, bullying everywhere, facing bullying alone, various impacts of bullying, overcoming challenges of interpersonal relationships, and building a strong and carefree self. Our findings can provide mental health professionals with key insights into the contexts of sexual bullying and the associated psychological distress in GBM. This study further clarifies the coping responses of these individuals and their psychological growth following such adverse experiences.
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PURPOSE: To understand how barriers and facilitators interact over time to support or disrupt breastfeeding among women on opioid maintenance therapy for opioid use disorder. BACKGROUND: Breastfeeding has additional benefits for newborns with prenatal opioid exposure. Up to 80% of women on opioid maintenance therapy plan to breastfeed, but many do not beyond the first 7 to 10 days. METHODS: A qualitative, longitudinal design was used. Semi-structured interviews occurred during the third trimester of pregnancy and again between 1 and 6 weeks postpartum. Thematic analysis was conducted using the Breastfeeding in a Life Course Context model as a framework. The design and methods were informed by a post-positivist, critical realist perspective. RESULTS: Thirteen participants were enrolled, and 19 interviews were completed. Five themes were identified. It Will Work Out was the primary theme that describes participants' sense of self-efficacy, stemming from their experiences of managing addiction recovery. Women considered breastfeeding to support their own health and that of their newborn while in recovery, summarized by Being Healthy. Making the choice to breastfeed, represented by Weighing the Options, was influenced by their perinatal health care providers. During the Sensitive Period, challenges could overwhelm their self-efficacy. Of 9 women, 4 were still breastfeeding when interviewed postpartum, exemplified by Moving On. CONCLUSIONS AND IMPLICATIONS FOR PRACTICE: Participants' self-efficacy and motivation to be healthy played a significant role in managing breastfeeding challenges over time. Nursing interventions must empower women's self-efficacy to help them achieve their breastfeeding goals.
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Breast Feeding , Opiate Substitution Treatment , Opioid-Related Disorders , Qualitative Research , Humans , Female , Breast Feeding/psychology , Breast Feeding/methods , Adult , Longitudinal Studies , Opioid-Related Disorders/psychology , Pregnancy , Opiate Substitution Treatment/methods , Infant, Newborn , Self Efficacy , MotivationABSTRACT
Early confirmation of sustained virologic response (SVR) or viral relapse after direct-acting antivirals (DAAs) for hepatitis C virus (HCV) infection is essential based on public health perspectives, particularly for patients with high risk of nonadherence to posttreatment follow-ups. A total of 1011 patients who achieved end-of-treatment virologic response, including 526 receiving fixed-dose pangenotypic DAAs, and 485 receiving other types of DAAs, who had available off-treatment weeks 4 and 12 serum HCV RNA data to confirm SVR at off-treatment week 12 (SVR12) or viral relapse were included. The positive predictive value (PPV) and negative predictive value (NPV) of SVR4 to predict patients with SVR12 or viral relapse were reported. Furthermore, we analyzed the proportion of concordance between SVR12 and SVR24 in 943 patients with available SVR24 data. The PPV and NPV of SVR4 to predict SVR12 were 98.5% (95% confidence interval [CI]: 98.0-98.9) and 100% (95% CI: 66.4-100) in the entire population. The PPV of SVR4 to predict SVR12 in patients receiving fixed-dose pangenotypic DAAs was higher than those receiving other types of DAAs (99.8% [95% CI: 98.9-100] vs. 97.1% [95% CI: 96.2-97.8], p < 0.001). The NPVs of SVR4 to predict viral relapse were 100%, regardless of the type of DAAs. Moreover, the concordance between SVR12 and SVR24 was 100%. In conclusion, an off-treatment week 4 serum HCV RNA testing is sufficient to provide an excellent prediction power of SVR or viral relapse at off-treatment week 12 among patients with HCV who are treated with fixed-dose pangenotypic DAAs.
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Antiviral Agents , Hepacivirus , Hepatitis C, Chronic , RNA, Viral , Sustained Virologic Response , Humans , Antiviral Agents/therapeutic use , Antiviral Agents/administration & dosage , Male , Female , Middle Aged , Hepacivirus/genetics , Hepacivirus/drug effects , Aged , Adult , RNA, Viral/blood , Hepatitis C, Chronic/drug therapy , Hepatitis C, Chronic/virology , Recurrence , Follow-Up Studies , Treatment Outcome , Hepatitis C/drug therapy , Hepatitis C/virologyABSTRACT
Comparison of diagnostic accuracy for commercial hepatitis C virus (HCV) genotyping (Abbott RealTime HCV Genotyping II, Roche Cobas Genotyping) and investigational Abbott HCV Genotype plus RUO assays designed to discriminate genotype (GT)-1a, 1b or 6 in cases of ambiguous GT from the Abbott commercial assay remains limited. 743 HCV-viremic samples were subjected to analysis using Abbott and Roche commercial as well as Abbott HCV Genotype plus RUO assays. Next-generation sequencing (NGS) targeting core region was employed as the reference standard. Diagnostic accuracy was reported as the number of participants (percentages) along with 95% confidence intervals (CIs). Using NGS, 741 samples (99.7%) yielded valid genotyping results. The diagnostic accuracies were 97.6% (95% CI: 96.1%-98.5%) and 95.3% (95% CI: 93.4%-96.6%) using Abbott and Roche commercial assays (p = 0.0174). Abbott commercial assay accurately diagnosed HCV GT-6a and 6w, whereas Roche commercial assay accurately diagnosed HCV GT-6a. Both assays demonstrated low accuracies for HCV GT-6b, 6e, 6g, and 6n. Abbott HCV Genotype plus RUO assay discriminated 13 of the 14 samples (92.9%; 95% CI: 64.2%-99.6%) that yielded ambiguous GT. Both assays were capable of diagnosing mixed HCV infections when the minor genotype comprised >8.4% of the viral load. The diagnostic performance of commercial HCV genotyping assays is commendable. Abbott assay demonstrated superior performance compared to Roche assay in diagnosing HCV GT-6. Abbott HCV Genotype plus RUO assay aids in discriminating ambiguous GT. Both commercial assays are proficient in diagnosing mixed HCV infections at a cut-off viral load of 8.4% in minor genotype.
Subject(s)
Genotype , Genotyping Techniques , Hepacivirus , Hepatitis C , High-Throughput Nucleotide Sequencing , Humans , Hepacivirus/genetics , Hepacivirus/classification , Hepacivirus/isolation & purification , Genotyping Techniques/methods , High-Throughput Nucleotide Sequencing/methods , Hepatitis C/diagnosis , Hepatitis C/virology , Molecular Diagnostic Techniques/methods , Sensitivity and Specificity , Reagent Kits, Diagnostic/standards , Female , Male , Middle Aged , AdultABSTRACT
Since 2018, Taiwan has included the human papillomavirus (HPV) vaccination into its national immunization program for junior high school girls. However, the reports of side effects following vaccination have increased parental concerns. This study investigated parental intentions regarding the HPV vaccination for their daughters and related factors in Taiwan. A total of 213 parents of girls aged between 12 and 15 years participated in an online survey. The survey collected data on various factors, including the parental intention to vaccinate their daughters against HPV; the motivation behind the vaccinations, as measured using the Motors of Human Papillomavirus Vaccination Acceptance Scale; an understanding of the reasons behind the government's promotion of HPV vaccinations; concerns regarding the side effects of vaccinations for their daughters; an awareness of the reported side effects of HPV vaccines experienced by some individuals; the exposure to information on HPV vaccines from social media; and mental health status, measured using the Brief Symptom Rating Scale. The associations between these variables and the parental intention to vaccinate their daughters against HPV were examined using a multivariable linear regression analysis model. The findings revealed a moderate to high level of intention among participants to vaccinate their daughters against HPV. Parents who perceived a greater value in HPV vaccination for their daughters' health (B = 0.524, standard error [se] = 0.039, p < 0.001) and had greater autonomy in decision-making regarding vaccination (B = 0.086, se = 0.038, p = 0.026) exhibited a higher intention to vaccinate their daughters against HPV. Conversely, parents who expressed greater concern regarding the side effects of HPV vaccines for their daughters had a lower intention to vaccinate (B = -0.762, se = 0.203, p < 0.001). Based on these findings, this study recommends integrating these factors into the design of intervention programs aimed at enhancing parental intentions to vaccinate their daughters against HPV.
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BACKGROUND: Information on the dynamics of metabolic dysfunction-associated steatotic liver disease (MASLD) among hepatitis C virus patients achieving sustained virologic response (SVR12) with direct-acting antivirals (DAAs) is limited. METHODS: We enrolled 1512 eligible participants in this prospective study. MASLD was defined by a controlled attenuation parameter (CAP) of ≥248 dB/m utilizing vibration-controlled transient elastography in conjunction with presence of ≥1 cardiometabolic risk factor. The distribution of MASLD and the changes in CAP were evaluated before treatment and at SVR12. Forward stepwise logistic regression analyses were performed to determine factors significantly associated with the regression or emergence of MASLD. RESULTS: The prevalence of MASLD decreased from 45.0% before treatment to 36.1% at SVR12. Among 681 participants with MASLD before treatment, 144 (21%) exhibited MASLD regression at SVR12. Conversely, among 831 participants without MASLD before treatment, 9 (1.1%) developed MASLD at SVR12. Absence of type 2 diabetes (T2D) [odds ratio (OR): 1.73, 95% confidence interval (CI): 1.13-2.65, p = 0.011], age > 50 years (OR: 1.73, 95% CI: 1.11-2.68, p = 0.015), and alanine transaminase (ALT) ≤ 2 times the upper limit of normal (ULN) (OR: 1.56; 95% CI: 1.03-2.37, p = 0.035) were associated with the regression of MASLD. Presence of T2D was associated with the emergence of MASLD (OR: 5.83, 95% CI: 1.51-22.56, p = 0.011). CONCLUSIONS: The prevalence of MASLD decreased after achieving SVR12 with DAAs. Patients with pre-existing T2D showed a diminished probability of MASLD regression and a heightened risk of MASLD emergence post-SVR12.
Subject(s)
Antiviral Agents , Fatty Liver , Hepatitis C, Chronic , Sustained Virologic Response , Humans , Middle Aged , Antiviral Agents/therapeutic use , Female , Male , Prospective Studies , Aged , Hepatitis C, Chronic/drug therapy , Hepatitis C, Chronic/complications , Elasticity Imaging Techniques , Adult , Prevalence , Risk Factors , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapyABSTRACT
Background and Purpose: Complaints about menopause vary between cultures, and the experience of menopause changes significantly in women living in different countries. Limited evidence is available regarding the menopausal experience among Asian women. This study aims to explore the menopausal transition experiences of Vietnamese women. Methods: A qualitative inquiry was undertaken using the grounded theory approach. Semi-structured interviews were conducted and analyzed following constructivist grounded theory methods. Results: In the early transition, women's lives underwent many challenges. They had physical manifestations of menopause and difficulty in their sexual life. Later, women identified that their psychosocial impacts were affected, leading to emotional changes and changes in perceptions of others about the menopausal transition. The study also showed that each woman had their own beliefs and religion. Finally, after experiencing physical and mental changes, women found methods for discomfort relief. These methods included seeking information, applying strategies to manage menopausal challenges and consequences, and maintaining balance. Implications for Practice: The diverse perspectives on women's menopausal transition can help nurses and other health care professionals to provide culturally appropriate care for women.
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Grounded Theory , Menopause , Adult , Female , Humans , Middle Aged , Menopause/physiology , Menopause/psychology , Qualitative Research , Southeast Asian People , VietnamABSTRACT
BACKGROUND: Lung transplantation is one of the most common treatment options for patients with end-stage chronic obstructive pulmonary disease. However, the choice between single and double lung transplantation for these patients remains a matter of debate. Therefore, we performed a systematic search of medical databases for studies on single lung transplantation, double lung transplantation, and chronic obstructive pulmonary disease. METHODS: The rate ratio and hazard ratio of survival were analyzed. The meta-analysis included 15 case-control and retrospective registry studies. RESULTS: The rate ratios of the 3-year survival (0.937 and P = 0.041) and 5-year survival (0.775 and P = 0.000) were lower for single lung transplantation than for double lung transplantation. However, the hazard ratio did not differ significantly between the two. CONCLUSIONS: Double lung transplantation was found to provide better benefits than single lung transplantation in terms of the long-term survival in patients with chronic obstructive pulmonary disease.
Subject(s)
Lung Transplantation , Pulmonary Disease, Chronic Obstructive , Lung Transplantation/methods , Lung Transplantation/mortality , Humans , Pulmonary Disease, Chronic Obstructive/surgery , Survival Rate/trendsABSTRACT
An mpox outbreak occurred suddenly and rapidly spread worldwide in 2022. Research has demonstrated a link between the sexual behavior of men who have sex with men (MSM) and the contraction of mpox. This study assessed the factors related to mpox-vaccine uptake among MSM in Taiwan, focusing on the roles of information sources and emotional problems. In total, 389 MSM participated in an online survey. Data on the participants' vaccination statuses; anxiety symptoms, which were assessed using the State-Trait Anxiety Inventory; depressive symptoms, which were assessed using the Center for Epidemiologic Studies Depression Scale; and risk perceptions of contracting mpox were collected. Factors related to mpox-vaccine uptake were examined using a multivariable logistic regression model. The results revealed that MSM who were older (p < 0.001), perceived a higher risk of contracting mpox (p = 0.040), and received mpox information from health-care providers (p < 0.001) were more likely to receive mpox vaccination, whereas MSM who reported a greater severity of depression (p = 0.017) were less likely to receive mpox vaccination. However, age did not moderate the associations of perceiving a higher risk of contracting mpox, receiving mpox information from health-care providers, and depression with having an mpox vaccination. Health-care providers should consider these factors when developing intervention programs for enhancing mpox-vaccine uptake among MSM.
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Medical professionals in thoracic medicine routinely analyze chest X-ray images, often comparing pairs of images taken at different times to detect lesions or anomalies in patients. This research aims to design a computer-aided diagnosis system that enhances the efficiency of thoracic physicians in comparing and diagnosing X-ray images, ultimately reducing misjudgments. The proposed system encompasses four key components: segmentation, alignment, comparison, and classification of lung X-ray images. Utilizing a public NIH Chest X-ray14 dataset and a local dataset gathered by the Chiayi Christian Hospital in Taiwan, the efficacy of both the traditional methods and deep-learning methods were compared. Experimental results indicate that, in both the segmentation and alignment stages, the deep-learning method outperforms the traditional method, achieving higher average IoU, detection rates, and significantly reduced processing time. In the comparison stage, we designed nonlinear transfer functions to highlight the differences between pre- and post-images through heat maps. In the classification stage, single-input and dual-input network architectures were proposed. The inclusion of difference information in single-input networks enhances AUC by approximately 1%, and dual-input networks achieve a 1.2-1.4% AUC increase, underscoring the importance of difference images in lung disease identification and classification based on chest X-ray images. While the proposed system is still in its early stages and far from clinical application, the results demonstrate potential steps forward in the development of a comprehensive computer-aided diagnostic system for comparative analysis of chest X-ray images.
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Deep Learning , Thoracic Diseases , Humans , Neural Networks, Computer , Algorithms , X-Rays , Radiography, Thoracic/methods , ComputersABSTRACT
BACKGROUND/PURPOSE: Depressive and anxiety symptoms were common among lesbian, gay, and bisexual (LGB) individuals during the COVID-19 pandemic. This 4-year follow-up study was conducted to investigate the predictors of depressive and anxiety symptoms in Taiwan's young adult LGB population. METHODS: Baseline data, including depressive and anxiety symptoms, demographic characteristics, sexual stigma, self-identity confusion, and family support were collected from 1000 LGB individuals. The participants' depressive and anxiety symptoms were reassessed 4 years after the baseline measurements. The predictive effects of the baseline factors on depressive and anxiety symptoms at follow-up were examined through linear regression analysis. RESULTS: Greater lack of identity, unconsolidated identity, sexual orientation microaggression, and lower perceived family function at baseline were significantly associated with more severe depressive and anxiety symptoms at follow-up. After adjustment for baseline depressive symptoms, being men, greater lack of identity, lower perceived family function, and more severe anxiety symptoms at baseline were significantly associated with more severe depressive symptoms at follow-up. After adjustment for baseline anxiety symptoms, greater unconsolidated identity and more severe depressive symptoms at baseline were significantly associated with more severe anxiety symptoms at follow-up. CONCLUSIONS: Intervention aimed at reducing depressive and anxiety symptoms in LGB individuals should be developed considering the predictors identified in this study.
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BACKGROUND: Among patients with chronic obstructive pulmonary disease (COPD), some have features of both asthma and COPD-a condition categorized as asthma-COPD overlap (ACO). Our aim was to determine whether asthma- or COPD-related microRNAs (miRNAs) play a role in the pathogenesis of ACO. METHODS: A total of 22 healthy subjects and 27 patients with ACO were enrolled. We selected 6 miRNAs that were found to correlate with COPD and asthma. The expression of miRNAs and target genes was analyzed using quantitative reverse-transcriptase polymerase chain reaction. Cell apoptosis and intracellular reactive oxygen species production were evaluated using flow cytometry. In vitro human monocytic THP-1 cells and primary normal human bronchial epithelial (NHBE) cells under stimuli with cigarette smoke extract (CSE) or ovalbumin (OVA) allergen or both were used to verify the clinical findings. RESULTS: We identified the upregulation of miR-125b-5p in patients with ACO and in THP-1 cells stimulated with CSE plus OVA allergen. We selected 16 genes related to the miR-125b-5p pathway and found that IL6R and TRIAP1 were both downregulated in patients with ACO and in THP-1 cells stimulated with CSE plus OVA. The percentage of late apoptotic cells increased in the THP-1 cell culture model when stimulated with CSE plus OVA, and the effect was reversed by transfection with miR-125b-5p small interfering RNA (siRNA). The percentage of reactive oxygen species-producing cells increased in the NHBE cell culture model when stimulated with CSE plus OVA, and the effect was reversed by transfection with miR-125b-5p siRNA. In NHBE cells, siRNA transfection reversed the upregulation of STAT3 under CSE+OVA stimulation. CONCLUSIONS: Our study revealed that upregulation of miR-125b-5p in patients with ACO mediated late apoptosis in THP-1 cells and oxidative stress in NHBE cells via targeting IL6R and TRIAP1. STAT3 expression was also regulated by miR-125b-5p.
Subject(s)
Apoptosis , Asthma , MicroRNAs , Pulmonary Disease, Chronic Obstructive , Humans , Allergens , Apoptosis/genetics , Asthma/genetics , Asthma/complications , Intracellular Signaling Peptides and Proteins/metabolism , MicroRNAs/metabolism , Oxidative Stress/genetics , Pulmonary Disease, Chronic Obstructive/metabolism , Reactive Oxygen Species , Receptors, Interleukin-6/metabolism , RNA, Small Interfering/metabolism , Male , AgedABSTRACT
INTRODUCTION: Neuropathic pain encompasses multiple diagnoses with detrimental impacts on quality of life and overall health. In older adults, pharmacological management is limited by adverse effects and drug interactions, while surgical management involves perioperative risk. Prior reviews addressing non-pharmacological interventions for neuropathic pain have not focused on this demographic. Therefore, this systematic review synthesizes the evidence regarding the effectiveness of non-pharmacological interventions in reducing neuropathic pain severity in older adults. METHODS: PubMed, CINAHL, Web of Science, and PsycInfo were searched using key terms, with inclusion criteria of age ≥ 65, neuropathic pain, non-pharmacological intervention, pain severity measurement, English language, peer-reviewed, and either randomized controlled trial (RCT) or quasi-experimental design. In total, 2759 records were identified, with an additional 28 records identified by review of reference lists. After removal of duplicates, 2288 records were screened by title and abstract, 404 full-text articles were assessed, and 19 articles were critically reviewed and synthesized. RESULTS: Of the 14 RCTs and 5 quasi-experimental studies included in the review, the most common intervention was electric and/or magnetic therapy, followed by acupuncture, mindfulness meditation, exercise, and light therapy. Several studies revealed both statistical and clinical significance, but conclusions were limited by small sample sizes and methodological shortcomings. The interventions were generally safe and acceptable. CONCLUSIONS: Results should be interpreted with consideration of clinical vs statistical significance, mediators of pain severity, and individual variations in effectiveness. Further research should address multimodal and novel interventions, newer models of care, and technology-based interventions.