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Nevin Manimala Statistics

Unveiling Eigenstate Thermalization for Non-Hermitian systems

Phys Rev Lett. 2025 May 9;134(18):180405. doi: 10.1103/PhysRevLett.134.180405.

ABSTRACT

The eigenstate thermalization hypothesis (ETH) has been highly influential in explaining thermodynamic behavior of closed quantum systems. As of yet, it is unclear whether and how the ETH applies to non-Hermitian systems. Here, we introduce a framework that extends the ETH to non-Hermitian systems, within which expectation values of local operators reproduce statistical and scaling predictions known from Hermitian ETH. We illustrate the validity of the framework on non-Hermitian random-matrix and Sachdev-Ye-Kitaev models. Further, we show numerically how the static ETH predictions become imprinted onto the dynamics of local observables. Finally, we present a prescription for observing both ETH-obeying and ETH-violating regimes in an optical-lattice experiment that implements a disordered interacting Hatano-Nelson model. Our results generalize the celebrated ETH to the non-Hermitian setting, and they show how it affects the system dynamics, and how the salient signatures can be observed in present-day cold-atom experiments.

PMID:40408674 | DOI:10.1103/PhysRevLett.134.180405

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Nevin Manimala Statistics

Forecasting monthly runoff in a glacierized catchment: A comparison of extreme gradient boosting (XGBoost) and deep learning models

PLoS One. 2025 May 23;20(5):e0321008. doi: 10.1371/journal.pone.0321008. eCollection 2025.

ABSTRACT

Accurate monthly runoff forecasting is vital for water management, flood control, hydropower, and irrigation. In glacierized catchments affected by climate change, runoff is influenced by complex hydrological processes, making precise forecasting even more challenging. To address this, the study focuses on the Lotschental catchment in Switzerland, conducting a comprehensive comparison between deep learning and ensemble-based models. Given the significant autocorrelation in runoff time series data, which may hinder the evaluation of prediction models, a novel statistical method is employed to assess the effectiveness of forecasting models in detecting turning points in the runoff data. The performance of Extreme Gradient Boosting (XGBoost) was compared with long short-term memory (LSTM) and random forest (RF) models for one-month-ahead runoff forecasting. The study used 20 years of runoff data (2002-2021), with 70% (2002-2015) dedicated for training and calibration, and the remaining data (2016-2021) for testing. The findings for the testing phase results show that the XGBoost model achieves the best accuracy, with R² of 0.904, RMSE of 1.554 m³/sec, an NSE of 0.797, and Willmott index (d) of 0.972, outperforming both the LSTM and RF models. The study also found that the XGBoost model estimated turning points more accurately, obtaining forecasting improvements of up to 22% to 34% compared to LSTM and RF models. Overall, the study’s findings are essential for global water resource management, providing insights that can inform sustainable practices to support societies impacted by climate change.

PMID:40408639 | DOI:10.1371/journal.pone.0321008

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Nevin Manimala Statistics

Factors influencing clinical breast cancer screening: A cross-sectional study among Islamic women in Kumasi Metropolis of Ghana

PLoS One. 2025 May 23;20(5):e0320726. doi: 10.1371/journal.pone.0320726. eCollection 2025.

ABSTRACT

Clinical breast cancer screening among Ghanaian women is generally unsatisfactory due to poor knowledge despite its critical role in the early detection of breast cancer. Available studies in Ghana show that Islamic women have poorer screening rates which may be due to sociocultural and religious barriers. Understanding the factors that influence clinical breast cancer screening among Islamic women is a critical step that can help the design of initiatives to increase screening among Muslim populations in Ghana. Therefore, this study aimed to explore the factors influencing clinical breast cancer screening among Islamic women in the Kumasi Metropolis of Ghana. From August 20, 2024, to November 01, 2024, a community-based cross-sectional systematic sampling technique was deployed in the Aboabo and Asawase communities of the Ashanti Region to select 500 Islamic women for the study. Binary logistic regression was employed to determine the relationships between variables. Outcome variables with P-values < 0.05 were considered statistically significant. Most of the respondents were of Ghanaian Northern ancestry, with secondary-level education as the highest educational attainment. Compared to women with low cultural and religious norms, women with stronger personal and religious norms had 0.61 lower odds of screening (aOR=0.61, 95% CI = 0.34-1.08). Participant’s level of religiosity had a significant association with clinical breast cancer screening, with 1.16 times higher odds of screening (aOR= 1.16, 95% CI = 1.02-1.32) after adjusting for the covariates. Islamic women perceived high benefits of clinical breast cancer screening but fear of personal and social norm violations at the screening centers and poor knowledge about breast cancer limited their actual participation in clinical breast cancer screening practices. Implementing a national breast cancer education campaign to emphasize the need for asymptomatic or routine screening and provider training on culturally competent practices is encouraged.

PMID:40408633 | DOI:10.1371/journal.pone.0320726

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Nevin Manimala Statistics

Effectiveness of obesity interventions in sub-Saharan Africa: A systematic review and meta-analyses

PLoS One. 2025 May 23;20(5):e0323717. doi: 10.1371/journal.pone.0323717. eCollection 2025.

ABSTRACT

The escalating obesity epidemic in sub-Saharan Africa is a pressing regional concern. Despite this, there is scarce evidence of effective strategies to halt its upward trend in the region. We have, therefore, synthesised evidence on effective interventions to prevent and manage obesity in sub-Saharan Africa. We searched Scopus, PsycINFO, Cochrane Library, Web of Science and Medline for pertinent studies for this review. Studies were eligible if they focused on a sub-Saharan African country and assessed obesity/overweight with objective outcome measures. We examined their methodological quality with the Joanna Briggs Institute and the National Institutes of Health appraisal checklists. Publication bias was assessed with funnel plots. A meta-analysis with a random-effects model was fitted to explore the pooled effect of identified obesity interventions on anthropometric obesity measures. The heterogeneity of the studies was assessed using the I-square statistic. Our search yielded seven eligible studies for this review. Their quality ranged from moderate to high. The interventions identified included aerobic and resistance exercises, micronutrient supplementation and physical education. The meta-analysis revealed that aerobic and resistance training could significantly reduce obesity by approximately 34% (p = 0.04; 95%CI = -0.67 – -0.02). However, they do not significantly reduce waist circumference (Effect size = -1.14; 95%CI = -0.67-0.55; p = 0.19). Aerobic and resistance training exercises could be embedded in physical activity interventions to prevent and manage overweight and obesity in sub-Saharan Africa. PROSPERO registration number: CRD42023430503.

PMID:40408622 | DOI:10.1371/journal.pone.0323717

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Nevin Manimala Statistics

Age-related differences in men’s preferences and barriers to healthcare: Insights from a national Australian survey

PLoS One. 2025 May 23;20(5):e0323733. doi: 10.1371/journal.pone.0323733. eCollection 2025.

ABSTRACT

OBJECTIVES: The high burden of preventable disease among men in many countries has highlighted the urgency of promoting stronger engagement by men in health services and programs. In order to inform prevention and early intervention strategies in Australia, this study aimed to examine how age and other socio-demographic factors moderate help-seeking preferences among men in this population, and the major psychosocial and practical barriers to healthcare use for men across the life course.

DESIGN: Cross-sectional survey using a nationally representative sample.

SETTING: Online survey in March 2021.

PARTICIPANTS: English-speaking Australian men aged 18-years and older, recruited using a probabilistic sampling method. Of the 1,409 men invited to participate, 1,282 (91%) completed the survey.

MAIN OUTCOME MEASURES: Preferences for help-seeking related to physical and mental health, and psychosocial and practical barriers to help-seeking.

RESULTS: Compared to men aged 70 years and over, younger men were less likely to choose professional sources of help, with those aged 18-29 years showing the lowest odds when needing assistance for physical (OR = 0.28, 95% CI 0.17-0.49) and mental health (OR = 0.28, 95% CI 0.16-0.46). Men in this youngest age group also reported experiencing more practical barriers to healthcare access with 77 out of 241 (32%) men experiencing three or more barriers to healthcare engagement, compared to 16 out of 172 (9.3%) men over 70 years. Multivariable analysis showed that younger age was associated with higher psychosocial barriers to help-seeking.

CONCLUSIONS: Age is a significant factor in men’s health help-seeking preferences in Australia and these findings highlight the unique help-seeking profile of younger men. Younger Australian men are less likely to seek help proactively, and encounter more practical and psychosocial barriers than older men. The findings underscore the necessity for public health strategies to engage younger men effectively in proactive health management.

PMID:40408621 | DOI:10.1371/journal.pone.0323733

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Nevin Manimala Statistics

Bioinformatics and system biology approach to discover the common pathogenetic processes between COVID-19 and chronic hepatitis B

PLoS One. 2025 May 23;20(5):e0323708. doi: 10.1371/journal.pone.0323708. eCollection 2025.

ABSTRACT

INTRODUCTION: The ongoing coronavirus disease 2019 (COVID-19) pandemic, caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), presents a significant global public health threat. Concurrently, hepatitis B virus (HBV) remains a significant public health challenge. While previous studies have indicated an association between COVID-19 and chronic hepatitis B, the common underlying pathogenesis of these diseases remains incompletely understood.

METHODS: To investigate the shared molecular mechanisms between chronic HBV infection and COVID-19, a comprehensive investigation was conducted using bioinformatics and systems biology. Specifically, we utilized RNA-seq datasets (GSE196822 and GSE83148) to identify differentially expressed genes (DEGs) associated with both SARS-CoV-2 and HBV infection. Subsequently, these common DEGs were utilized to identify shared pathways, hub genes, transcriptional regulatory networks, and potential drugs. The differential expression of hub genes in both COVID-19 and HBV was verified using the GSE171110 and GSE94660 datasets, respectively.

RESULTS: From the 106 shared DEGs identified, immune-related pathways were found to play a role in the development and progression of chronic hepatitis B and COVID-19. Protein-protein interaction (PPI) network analysis revealed 8 hub genes: CDK1, E2F7, E2F8, TYMS, KIF20A, CENPE, TPX2, HMMR, CD8A, GZMA. In the validation set, the expression of hub genes was statistically significant in both the COVID-19 group and the HBV group compared with the healthy control group. Transcriptional regulatory network analysis identified 155 microRNAs (miRNAs) and 43 transcription factors (TFs) as potential regulatory signals. Notably, we identified potential therapeutic drugs for HBV chronic infection and COVID-19, including progesterone, estradiol, dasatinib, aspirin, etoposide, irinotecan hydrochloride, phorbol 12-myristate 13-acetate, lucanthone, calcitriol.

CONCLUSION: This research elucidates potential molecular targets, signaling pathways, and promising small molecule compounds that could aid in the treatment of chronic HBV infection and COVID-19.

PMID:40408617 | DOI:10.1371/journal.pone.0323708

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Nevin Manimala Statistics

Impact of Providing an Automated Telephone Option to Report Weekly Patient-Reported Outcome Measures in the PRO-TECT Trial (AFT-39) on Disparity Gaps in Symptom Management and Outcomes

JCO Clin Cancer Inform. 2025 May;9:e2500046. doi: 10.1200/CCI-25-00046. Epub 2025 May 23.

ABSTRACT

PURPOSE: Many trials ask patients to complete patient-reported outcome measures (PROMs) via the web, excluding patients unable to use/access the Internet. The PRO-TECT trial (AFT-39, ClinicalTrials.gov identifier: NCT03249090) also offered a telephone interface option (interactive voice response [IVR]). We compared patients choosing IVR versus web on alert rates to nurses and clinical outcomes to determine if a telephone option can close disparities in symptom management.

METHODS: PRO-TECT randomized 26 community oncology practices to the PROM intervention arm where concerning symptoms generated automated alerts to nurses. IVR and web patients were compared for social determinants of health (SDOH) using analysis of variance and chi-square tests. After accounting for clustering and confounders, we used generalized estimating equations to compare alert rates, mixed models for quality of life (QOL) at 3 months, and Cox regression for emergency visits and survival at 12 months.

RESULTS: Among 593 patients, 215 (36%) chose IVR and 378 (64%) chose web. IVR patients were older (65.2 v 60.8 years) and were more often rural residents (32% v 23%), Black (27% v 11%), and with less education (54% v 27% ≤high school; all P < .01). Patients choosing IVR had more surveys with concerning symptoms (49% v 37%) and nurses felt clinical attention was warranted more often (4.8 surveys v 3.4 surveys; all P < .001) but ultimately experienced similar benefits as web in QOL, emergency visits, and survival.

CONCLUSION: One third of community patients choose a telephone option over the web for reporting PROMs during cancer care. These patients are disproportionately from SDOH backgrounds at risk of poor clinical outcomes and have higher symptom management needs but ultimately experience similar clinical benefits as patients choosing the web. PROM programs should offer web alternatives to close disparities in symptom management.

PMID:40408610 | DOI:10.1200/CCI-25-00046

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Nevin Manimala Statistics

Mortality in severe serious adverse events following heterologous and homologous prime-boost vaccination strategies for SARS-CoV-2: A retrospective cohort study

PLoS One. 2025 May 23;20(5):e0323736. doi: 10.1371/journal.pone.0323736. eCollection 2025.

ABSTRACT

The COVID-19 pandemic underscored the urgent need for widespread vaccination to achieve herd immunity and mitigate severe outcomes. To address vaccine supply constraints, heterologous prime-boost strategies were adopted in Korea and other countries. Although studies have explored the effectiveness of heterologous prime-boost SARS-CoV-2 vaccination, comprehensive research on its adverse events (AEs), particularly severe serious AEs (SAEs), remains lacking. As an observational study, this study aims to compare severe SAEs across vaccination strategies and examine factors, including heterologous vaccination, associated with 42-day mortality among patients with severe SAEs, without implying causality. Our retrospective cohort study involved 358 cases of severe SAEs following prime-boost SARS-CoV-2 vaccination in Gyeonggi Province, South Korea, from February 26, 2021, to March 15, 2022. In patients with severe SAEs, the heterologous vaccination was associated with a higher risk of mortality than the homologous viral vector vaccination. Vaccinations performed at vaccination centers were associated with a lower risk of mortality. Furthermore, among patients with severe SAEs, the heterologous group exhibited a higher rate of respiratory diseases and genitourinary diseases compared to the homologous viral vector group. Moreover, the rate of deaths from genitourinary diseases among patients with severe SAEs was significantly higher in the heterologous group compared to the homologous viral vector group. We believe that our study, while limited to associations and not establishing causality, provides critical insights that could inform decision-making in scenarios where heterologous vaccination is necessitated by vaccine shortages or other constraints, particularly in managing severe SAEs and improving patient outcomes.

PMID:40408606 | DOI:10.1371/journal.pone.0323736

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Nevin Manimala Statistics

Serum Cytokine 6, 10 and α-Tumour Necrosis Factor Levels in Alzheimer’s Disease Subjects Treated with Donepezil Plus Vitamin B12

Neurol India. 2025 May 1;73(3):488-494. doi: 10.4103/neuroindia.NI_1615_20. Epub 2025 May 23.

ABSTRACT

BACKGROUND: Neuroinflammation is a key feature of Alzheimer’s disease (AD) pathology.

OBJECTIVES: The aim of this study was to investigate the serum levels of Cytokine 6 (Cyto-6), Cytokine 10 (Cyto-10), and alpha-tumor necrosis factor (α-TNF) in Alzheimer’s disease patients and observe the effects of donepezil plus vitamin B12 (VB12) treatment on these cytokines.

METHODS AND MATERIALS: Seventy-one AD cases and 70 controls with age more than 60 years. Cyto-6, Cyto-10, and α-TNF were measured using the Chemiluminescence Immulite 1000 system, Siemens. Alzheimer’s disease subjects were treated with donepezil (5 mg/day) plus VB12 (1.5 mg/day) supplement for 6 months, and serum cytokine levels were reinvestigated. Statistical analysis was done using SPSS software.

RESULT: Cyto-6, Cyto-10, and α-TNF values were raised in Alzheimer’s disease as compared to controls (P < 0.001) [AD (Cyto-6: 10.27 ± 2.76 pg/ml; Cyto-10: 6.2 ± 1.48 pg/ml; α-TNF: 26.49 ± 6.85 pg/ml) and Control (Cyto-6: 3.29 ± 0.77 pg/ml; Cyto-10: 8.213 ± 0.787 pg/ml; α-TNF: 5.18 ± 1.65 pg/ml)]. After 6 months, a significant decrease (P < 0.01) was observed in Cyto-6 (7.95 ± 2.21 pg/ml), Cyto-10 (4.77 ± 1.12 pg/ml), and α-TNF (22.67 ± 7.00 pg/ml) levels in AD.

CONCLUSION: We conclude that serum Cyto-6, Cyto-10, and α-TNF play an inflammatory role in Alzheimer’s disease progression. Combined therapy of donepezil and VB12 supplement showed a beneficial effect in reducing inflammation. This study might benefit further research along with molecular follow-up studies for development of novel therapeutic strategies in Alzheimer’s disease.

PMID:40408576 | DOI:10.4103/neuroindia.NI_1615_20

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Nevin Manimala Statistics

Efficacy of Hippocampal Avoidance Whole Brain Radiotherapy to Preserve the Cognitive Functions among Brain Metastasis Patients: Systematic Review and Meta-analysis

Neurol India. 2025 May 1;73(3):429-445. doi: 10.4103/neurol-india.Neurol-India-D-24-00727. Epub 2025 May 23.

ABSTRACT

This systematic review and meta-analysis aims to gather credible sources of comprehensive information on the efficacy and radiation dose (maximum and minimum) to the hippocampus and contouring area to prevent cognitive dysfunction by hippocampal avoidance whole brain radiation therapy (HA-WBRT). This comprehensive review was conducted in compliance with PRISMA guidelines. The systematic literature search was performed across four databases including pubmed®, Scopus®, Cochrane Library®, and clinicaltrial.gov.in from inception until December 31, 2023. A total of nine eligible studies were selected encompassing a total of 680 patients with brain metastases who underwent radiation therapy. Notably, radiation exposure to the hippocampal area (3 to 7 mm margin) was avoided during whole-brain radiation therapy (WBRT). The maximum dose delivered to the hippocampus varied between 12.61 Gy and 17 Gy in different studies with minimum doses varying from 5.38 Gy to 10 Gy. HA-WBRT significantly preserves delayed recall compared to WBRT (p = <0.001, P = <0.001, <0.001 and P = 0.048), with an effect size (SMD: -0.57, 95% CI: -1.27, 0.12, P = 0.59, I2 = 0%) favoring HA-WBRT. However, the changes in psychomotor speed, visuospatial abilities, executive function, verbal fluency, and so on were not statistically significant between HA-WBRT and WBRT groups. This review underscores the significant positive impact of HA-WBRT in preventing radiation-induced neurocognitive dysfunction in brain metastatic patients, particularly in delayed recall. However, comprehensive cognitive preservation necessitates additional interventions alongside HA-WBRT.

PMID:40408570 | DOI:10.4103/neurol-india.Neurol-India-D-24-00727