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Nevin Manimala Statistics

The Mediating Role of Hope in the Relationship Between Illness Uncertainty and Discharge Readiness Among Patients With Major Depressive Disorder

J Psychosoc Nurs Ment Health Serv. 2025 May 14:1-9. doi: 10.3928/02793695-20250506-01. Online ahead of print.

ABSTRACT

PURPOSE: To investigate the effects of illness uncertainty on discharge readiness and explore whether hope mediates this relationship in individuals with major depressive disorder (MDD).

METHOD: A cross-sectional survey was conducted with 218 patients with MDD at a hospital in China. Data were collected using self-reported questionnaires, including demographic and clinical information, the Mishel Uncertainty in Illness Scale, Herth Hope Index, and Readiness for Hospital Discharge Scale. Descriptive statistics, correlation analysis, and path analysis were used to analyze the data.

RESULTS: Illness uncertainty was negatively associated with hope (r = -0.14, p < 0.05) and discharge readiness (r = -0.207, p < 0.01). Conversely, hope was positively associated with discharge readiness (r = 0.445, p < 0.01). Hope partially mediated the relationship between illness uncertainty and discharge readiness, accounting for 28.5% of the total effect.

CONCLUSION: Illness uncertainty directly impacted discharge readiness in patients with MDD and exerted an indirect effect through the mediating role of hope. Findings highlight the importance of psychosocial interventions aimed at enhancing hope and reducing illness uncertainty to improve discharge readiness and support post-hospital recovery. [Journal of Psychosocial Nursing and Mental Health Services, xx(xx), xx-xx.].

PMID:40359446 | DOI:10.3928/02793695-20250506-01

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Nevin Manimala Statistics

Posttraumatic Growth Among Health Care Professionals Working During Disasters: The Mediating Role of Resilience

J Psychosoc Nurs Ment Health Serv. 2025 May 14:1-8. doi: 10.3928/02793695-20250506-03. Online ahead of print.

ABSTRACT

PURPOSE: To determine the mediating role of resilience and predictive variables in posttraumatic growth (PTG) among health care professionals working during disasters.

METHOD: This descriptive, cross-sectional, correlational study was conducted with 151 health care professionals who worked in disaster environments. Data for this study were collected using a researcher-prepared sociodemographic questionnaire, the Posttraumatic Growth Inventory (PTGI), and Brief Resilience Scale (BRS).

RESULTS: Statistically significant relationships were found between occupation, the unit in which participants worked, whether participants were trained in disaster management, whether participants thought about the need for psychological support for health workers working in a disaster area, and PTGI total score (p < 0.05). In addition, there was a statistically significant relationship between the time it took to start working in the region after the disaster occurred and BRS total score (p < 0.05).

CONCLUSION: Results showed that BRS scores significantly predicted PTG. [Journal of Psychosocial Nursing and Mental Health Services, xx(xx), xx-xx.].

PMID:40359443 | DOI:10.3928/02793695-20250506-03

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Nevin Manimala Statistics

Effect of Training Based on Travelbee’s Human-to-Human Relationship Model on Prenatal Attachment, Fear of Childbirth, and Anxiety in Pregnant Women With Fear of Childbirth: A Randomized Controlled Trial

J Psychosoc Nurs Ment Health Serv. 2025 May 14:1-9. doi: 10.3928/02793695-20250507-01. Online ahead of print.

ABSTRACT

PURPOSE: To investigate the effects of education provided to pregnant women with fear of childbirth according to Travelbee’s Human-to-Human Relationship Model on fear of birth, prenatal attachment, and anxiety.

METHOD: This prospective, randomized controlled study was conducted between June and August 2023. Participants included 62 pregnant women divided into intervention and control groups. Pregnant primiparous women who had fear of childbirth were selected for the intervention group, receiving an eight-session educational program based on Travelbee’s model.

RESULTS: At the end of the educational program, decreased fear of childbirth, lower anxiety, and higher prenatal attachment were detected in the intervention group. Results showed a statistically significant difference in the intervention group compared to the control group.

CONCLUSION: Birth preparation education prepared according to Travelbee’s model is an effective method for reducing pregnant women’s fear of childbirth and anxiety and increasing prenatal attachment level. [Journal of Psychosocial Nursing and Mental Health Services, xx(xx), xx-xx.].

PMID:40359440 | DOI:10.3928/02793695-20250507-01

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Nevin Manimala Statistics

Healthcare utilization among patients with rheumatoid arthritis, with and without herpes zoster, a retrospective administrative data linked cohort study

PLoS One. 2025 May 13;20(5):e0323229. doi: 10.1371/journal.pone.0323229. eCollection 2025.

ABSTRACT

BACKGROUND: Herpes zoster (HZ) infection is a significant concern among seniors and immunosuppressed patients including those with rheumatoid arthritis (RA). We aimed to compare healthcare utilization (HCU) and mortality in RA patients with and without HZ.

METHODS: Patients from the Ontario Best Practices Research Initiative (OBRI) a clinical cohort (2008-2020) were linked to the Institute for Clinical Evaluative Sciences (ICES), a population health database. Each HZ patient was matched to four non-HZ patients based on sex, age, and HZ diagnosis date. The incidence of primary (HCU including hospitalization, Emergency Department (ED) visits, physician visits) and secondary (mortality and chronic clinical conditions) outcomes was calculated for each cohort, along with the impact of disease activity, patient-reported outcomes, and RA medication on these outcomes.

RESULTS: The study included 269 RA patients with and 1072 without HZ. At index date (HZ diagnosis) patients with HZ were less likely to have private health insurance (45.7% vs. 56.5%) and more prone to use biologics (30.9% vs. 26.8%) and JAK inhibitors (3.7% vs. 2.6%). Hospitalization/ED visits and mortality were higher in HZ patients, but these differences were not statistically significant after adjusting for other factors. HZ patients had significantly more physician visits (adj IRR: 1.17; 95% CI: 1.03-1.33). Female sex and lower CDAI were associated with fewer physician visits. JAK inhibitor use was associated with increased mortality (adj HR: 4.73, 95% CI: 1.68, 13.4).

CONCLUSION: HCU was higher in RA patients with HZ, particularly in physician visits. Disease activity, patient reported outcomes and RA medication used did not have an impact on HCU and mortality.

PMID:40359432 | DOI:10.1371/journal.pone.0323229

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Nevin Manimala Statistics

Inferring synaptic transmission from the stochastic dynamics of the quantal content: An analytical approach

PLoS Comput Biol. 2025 May 13;21(5):e1013067. doi: 10.1371/journal.pcbi.1013067. Online ahead of print.

ABSTRACT

Quantal parameters of synapses are fundamental for the temporal dynamics of neurotransmitter release, which is the basis of interneuronal communication. We formulate a general class of models that capture the stochastic dynamics of quantal content (QC), defined as the number of SV fusion events triggered by a single action potential (AP). Considering the probabilistic and time-varying nature of SV docking, undocking, and AP-triggered fusion, we derive an exact statistical distribution for the QC over time. Analyzing this distribution at steady-state and its associated autocorrelation function, we show that QC fluctuation statistics can be leveraged for inferring key presynaptic parameters, such as the probability of SV fusion (release probability) and SV replenishment at empty docking sites (refilling probability). Our model predictions are tested with electrophysiological data obtained from 50-Hz stimulation of auditory MNTB-LSO synapses in brainstem slices from juvenile mice. Our results show that while synaptic depression can be explained by low and constant refilling/release probabilities, this scenario is inconsistent with the statistics of the electrophysiological data, which show a low QC Fano factor and almost uncorrelated successive QCs. Our systematic analysis yields a model that couples a high release probability to a time-varying refilling probability to explain both the synaptic depression and its associated statistical fluctuations. In summary, we provide a general approach that exploits stochastic signatures in QCs to infer neurotransmission regulating processes that cannot be distinguished from simple analysis of averaged synaptic responses.

PMID:40359429 | DOI:10.1371/journal.pcbi.1013067

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Nevin Manimala Statistics

Age at menarche and its association with preschool BMI among girls in Northern Norway

PLoS One. 2025 May 13;20(5):e0322986. doi: 10.1371/journal.pone.0322986. eCollection 2025.

ABSTRACT

BACKGROUND: A decreasing age of menarche has been reported across the Western world. Early menarche is associated with unfavorable health outcomes.

AIM: The aims of this study were to describe the age at menarche in a general population sample in Norway and the associations between body mass index (BMI) categories at preschool (approximately 6 years of age) and age at menarche.

METHODS: We used self-reported age at menarche among girls who participated in the population-based study Fit Futures 1 (FF 2010-2011), mostly born in 1994, to calculate age at menarche. The preschool BMI from health records was divided into BMI categories according to validated cutoffs on the basis of age and sex from the International Obesity Task Force (IOTF). We estimated the effect of preschool BMI on age at menarche via a linear regression model adjusted for socioeconomic status (SES).

RESULTS: Among 500 girls with a mean age of 16.5 years (standard deviation (SD) ± 1.4), 497 (99%) had completed menarche. The mean age at menarche was 13.0 years (SD ± 1.2). According to the fitted linear regression model, preschool obesity was a statistically significant predictor of age at menarche and was associated with menarche 9.5 months earlier than a normal preschool BMI was. R2 estimated that preschool BMI could explain 3% of the variance in age at menarche.

CONCLUSION: The mean age at menarche in Northern Norway was 13.0 (SD ± 1.2) years, similar to previous Norwegian studies. Childhood obesity was associated with earlier age at menarche.

PMID:40359425 | DOI:10.1371/journal.pone.0322986

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Nevin Manimala Statistics

The effects of the post-delay epochs on working memory error reduction

PLoS Comput Biol. 2025 May 13;21(5):e1013083. doi: 10.1371/journal.pcbi.1013083. Online ahead of print.

ABSTRACT

Accurate retrieval of the maintained information is crucial for working memory. This process primarily occurs during post-delay epochs, when subjects receive cues and generate responses. However, the computational and neural mechanisms that underlie these post-delay epochs to support robust memory remain poorly understood. To address this, we trained recurrent neural networks (RNNs) on a color delayed-response task, where certain colors (referred to as common colors) were more frequently presented for memorization. We found that the trained RNNs reduced memory errors for common colors by decoding a broader range of neural states into these colors through the post-delay epochs. This decoding process was driven by convergent neural dynamics and a non-dynamic, biased readout process during the post-delay epochs. Our findings highlight the importance of post-delay epochs in working memory and suggest that neural systems adapt to environmental statistics by using multiple mechanisms across task epochs.

PMID:40359421 | DOI:10.1371/journal.pcbi.1013083

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Nevin Manimala Statistics

Efficacy of BCG vaccination against COVID-19 in health care workers and non-health care workers: A meta-analysis of randomized controlled trials

PLoS One. 2025 May 13;20(5):e0321511. doi: 10.1371/journal.pone.0321511. eCollection 2025.

ABSTRACT

BACKGROUND: The Bacillus Calmette-Guérin (BCG) vaccine has shown potential non-specific protection against infectious diseases through “trained immunity”, which may offer cross-protection against viral infections. However, there is no consensus on whether BCG vaccination could prevent COVID-19 or reduce its symptoms.

METHODS: PubMed, Cochrane Library, Embase and Web of Science were searched for randomized controlled trials on BCG vaccination and COVID-19 prevention, covering studies from the inception of each database to 2 May 2024. We included studies where participants, not infected with COVID-19, were vaccinated with BCG or placebo. We excluded non-randomized trials, studies without full texts, unrelated interventions, and those not reporting relevant outcomes. Clinical data on COVID-19 infection, severity, hospitalization, mortality, and other adverse events, were extracted and analyzed. The DerSimonian-Laird random-effects model and the Cochrane Collaboration’s risk of Bias Tool were used for analysis and risk of bias assessment.

RESULTS: A total of 12 RCTs involving 18,086 patients were finally included. For the prophylactic effect of BCG on COVID-19, pooled results showed no statistically significant difference between BCG and placebo (pooled RR 1.02; 95%CI: 0.91-1.14). There was no statistically significant difference between non-health care workers (pooled RR 0.91; 95%CI: 0.67-1.24) and health care workers (pooled RR 1.03; 95%CI: 0.93-1.15). Regarding COVID-19 severity, no significant difference were found for asymptomatic (pooled RR 1.18; 95%CI: 0.81-1.72), mild to moderate (pooled RR 0.99; 95%CI: 0.84-1.17), severe COVID-19 (pooled RR 1.25; 95%CI: 0.92-1.70), hospitalization (pooled RR 0.93; 95%CI: 0.58-1.50) or all-cause mortality (pooled RR 0.60; 95%CI: 0.18-1.95) between BCG and placebo groups. Subgroup analysis also showed no significant difference between BCG and placebo in non-health care workers or health care workers.

CONCLUSIONS: Vaccination of BCG could not effectively prevent COVID-19 infection or decrease COVID-19 symptoms both in non-health care workers and health care workers.

PMID:40359420 | DOI:10.1371/journal.pone.0321511

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Nevin Manimala Statistics

dTOURS: Dense-region tagging for outbreak detection using ratio statistics

PLoS One. 2025 May 13;20(5):e0322663. doi: 10.1371/journal.pone.0322663. eCollection 2025.

ABSTRACT

Surveillance for food safety in the United States of America is a collaborative effort among public health agencies with additional partners worldwide contributing sequence data. Assemblies in GenBank and sequence reads in the Sequence Read Archive for surveilled species are received, rapidly analyzed, and results published publicly by an automated pathogen detection pipeline at the National Center for Biotechnology Information. The pipeline detects close isolates with a recent common ancestor by finding single nucleotide polymorphisms (SNPs) in genomes for pairs of isolates. Very few vertically transmitted SNPs are expected between a pair of close isolates; any genomic region with many SNPs compared to the number of SNPs in the rest of the genome is indicative of a horizontally transferred region that needs to be excluded for counting vertically transmitted SNPs. We developed dTOURS that adapted the ratio statistic for finding outliers to the problem of finding regions of high SNP density in a pair of genomes where isolates typically have fragmented genome assemblies. Simulations for deciding the dTOURS parameter are presented. We illustrate correctness of dTOURS using five published outbreaks, one each for five bacterial species that cause many foodborne outbreaks or lead to a high mortality rate. Comparison to Gubbins shows that while both Gubbins and dTOURS use the ratio statistic, the implementation in dTOURS is more robust for finding close isolates in outbreak analysis. Comparison with the method used by the Food and Drug Administration shows that their method is simple and fast but not sensitive.

PMID:40359413 | DOI:10.1371/journal.pone.0322663

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Nevin Manimala Statistics

Safety and tolerability of intravenous liposomal GM1 in patients with Parkinson disease: A single-center open-label clinical phase I trial (NEON trial)

PLoS Med. 2025 May 13;22(5):e1004472. doi: 10.1371/journal.pmed.1004472. Online ahead of print.

ABSTRACT

BACKGROUND: Parkinson disease (PD) is a chronic progressive neurodegenerative disorder leading to motor and non-motor impairment, often resulting in severe loss of quality of life. There are symptomatic treatments without effect on the progression of PD. A disease-modifying treatment that could ideally stop the neurodegenerative process is direly needed. Monosialotetrahexosylganglioside (GM1) is a promising molecule with neuroprotective effects in preclinical models of PD and has yielded encouraging results in patients with PD in a randomized placebo-controlled trial. Talineuren (TLN) is a liposomal formulation of GM1 that has been shown to cross the blood-brain barrier in animals. We assessed the safety and pharmacokinetics (PK) of TLN in patients with PD.

METHODS AND FINDINGS: We prospectively enrolled 12 patients with PD into a single-center, open-label phase I trial to assess the safety and tolerability of weekly infusions with TLN. The maximum suitable dose of TLN was determined by dose escalation in three patients. All three patients tolerated the predetermined maximal dose of 720 mg. Subsequently, these and nine additional patients received weekly infusions at the maximum suitable dose of 720 mg TLN over two months (1 patient stopped prematurely). PK were determined for the additional nine patients as a secondary outcome measure. Cmax was reached 4 h after infusion start for all but one participant, who reached Cmax after 1 h, while the median plasma half-life was reached at 12.6 h. All adverse events were continuously assessed as the primary objective and coded according to the Medical Dictionary for Regulatory Activities (MedDRA). Clinical manifestations of PD were assessed as secondary outcomes using the Movement Disorders Society Unified Parkinson’s Disease Rating Scale (MDS-UPDRS), including a levodopa challenge test at baseline and end. In addition to weekly history taking, scales to measure mood, behavior, quality of life, sleepiness, non-motor symptoms of PD, and cognition were used as further secondary outcomes as well as assessing the Levodopa-equivalent daily dose (LEDD). Overall, 304 adverse events (mean: 25.33; 6-75 events per patient) occurred, 267 of which were mild (mean: 22.25; 3-72 events per patient). 23 were considered related to the study treatment (0-8 events per patient). Very mild-to-severe acute infusion reactions at the second, third, or fourth administration of TLN within the first minutes of the infusion occurred in seven patients. All reported back or neck pain. Other acute infusion reactions were urticaria, plethora, nausea, and chest pain. These adverse reactions disappeared within minutes of stopping the infusion and did not recur when TLN administration was resumed at a very low rate. Beyond the fourth administration, infusions could be given at increased rates up to 370 ml/h, and no acute reaction occurred anymore. The mechanism of this acute infusion reaction remains unclear. Some patients reported mild dizziness for a few hours after TLN following many but not all administrations throughout the study. Non-motor symptoms of PD, motor parkinsonian signs off medication, and quality of life improved significantly during the treatment phase, including the MDS-UPDRS total score (mean decrease -11.09; 95% confidence interval [CI]; -18, -4.1; p = 0.006), the Parkinson’s disease Questionnaire-39 (PDQ-39) summary index(mean decrease -2.91; 95% CI; -4.4, -1.4; p = 0.005), and the Non-Motor Symptoms Questionnaire (NMS-Quest) (mean decrease -4.27; 95% CI; -6.5, -2.1; p = 0.009). No statistically significant improvements were seen in the Montreal Cognitive Assessment (MoCA) (mean decrease -0.73; 95% CI; -2.1, 0.62; p = 0.255), Epworth Sleepiness Scale (mean increase 0.09; 95% CI; -2.6, 2.8; p > 0.999), Beck Depression Inventory (BDI) (mean decrease -1.27; 95% CI; -3.8, 1.3; p = 0.257), and the Starkstein Apathy Scale (mean increase 0.36; 95% CI; -1.6, 2.4; p = 0.822). Dopaminergic medications remained stable during the study (LEDD mean increase 8.18; 95% CI; -7.7, 24; p = 0.423). While clinical improvements indicate a benefit associated with TLN treatment, the trial design does not allow for definite conclusions regarding efficacy. A randomized, placebo-controlled trial will be required to corroborate our exploratory findings.

CONCLUSION: TLN is safe and well-tolerated in general. This prospective phase I trial revealed non-allergic habituating acute infusion reactions at the second, third, or fourth treatment that can be prevented by a slower rate of infusion. Importantly, the exploratory results suggest a consistent improvement of signs and symptoms of PD.

TRIAL REGISTRATION: The NEON trial is registered at the US National Institutes of Health (ClinicalTrials.gov) #NCT04976127 and in the Swiss National Clinical Trials Portal (SNCTP000004631).

PMID:40359409 | DOI:10.1371/journal.pmed.1004472