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Nevin Manimala Statistics

Evaluation of suspended particles in a tropical coral reef system using the backscatter intensity signal of an ADCP

Mar Pollut Bull. 2025 Aug 29;222(Pt 1):118645. doi: 10.1016/j.marpolbul.2025.118645. Online ahead of print.

ABSTRACT

Acoustic methods offer an effective alternative to estimate suspended particle concentrations in marine environments, particularly in hard to access areas such as tropical reef systems influenced by river discharges. The present study evaluates the ability of a moored Acoustic Doppler Current Profiler (ADCP) to estimate chlorophyll-a and sediment concentrations in the water column of a Protected Coral Reef System in the southwestern region of the Gulf of Mexico near the state of Veracruz (Mexico). We analyzed the correlations between the backscatter intensity signal of a 1000-kHz ADCP with particle concentrations at different depths and climatic seasons. Results show a high correlation between the backscatter intensity signal of the ADCP and chlorophyll-a (0.79 < r2 < 0.82; p < 0.05) and, a weaker correlation with sediments (0.58 < r2 < 0.62; p < 0.05), varying according to depth and season. The particle distributions were notably influenced by wind velocity and river discharge, with significant seasonal differences in chlorophyll-a levels between the dry, cold fronts (northern), and rainy seasons, whereas we observed no statistical difference in sediment distribution among seasons.

PMID:40884860 | DOI:10.1016/j.marpolbul.2025.118645

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Nevin Manimala Statistics

Interplay between maternal Tdap and infant pneumococcal vaccination in shaping infant pneumococcal vaccine serotype carriage

J Infect Dis. 2025 Aug 30:jiaf458. doi: 10.1093/infdis/jiaf458. Online ahead of print.

ABSTRACT

BACKGROUND: Tetanus, Diphtheria and acellular Pertussis (Tdap) vaccination during pregnancy blunts the infant humoral immune response following primary immunization with pneumococcal conjugate vaccines (PCVs). While this effect typically resolves after the booster dose for most vaccine serotypes, its impact on nasopharyngeal carriage of pneumococcal vaccine serotypes remains unclear.

METHODS: A total of 3,298 nasopharyngeal swabs were collected from infants aged 6-30 months attending daycare centers in Belgium between 2018 and 2022, along with data on maternal Tdap vaccination status (clinicaltrials.gov identifier: NCT02888457). Streptococcus pneumoniae carriage and serotyping were assessed using culture-based methods (Quellung reaction) and molecular detection (LytA qPCR and serotype-specific qPCR). The association between Tdap vaccination during pregnancy and pneumococcal vaccine-related serotype carriage in infants was evaluated using logistic generalized estimating equation models.

RESULTS: PCV13-related serotype carriage was significantly higher in offspring of Tdap-vaccinated mothers during pregnancy compared to those born to Tdap-unvaccinated mothers. In addition, children who received a PCV10 or mixed PCV10/PCV13 schedule had significantly higher PCV13-related serotype carriage compared to those immunized exclusively with PCV13. No significant differences were observed in individual PCV13-related serotype carriage, except for a significantly higher carriage of the PCV13-related serotype 6C in children of Tdap-vaccinated mothers. No significant difference was found for non-vaccine serotype carriage.

CONCLUSIONS: Tdap vaccination during pregnancy was associated with increased pneumococcal vaccine-related serotype carriage in infants, though the clinical significance remains uncertain. Future studies integrating vaccine serotype carriage data with protective pneumococcal antibody levels are needed to inform future maternal and infant vaccination strategies.

PMID:40884828 | DOI:10.1093/infdis/jiaf458

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Nevin Manimala Statistics

BVSim: A benchmarking variation simulator mimicking human variation spectrum

Gigascience. 2025 Jan 6;14:giaf095. doi: 10.1093/gigascience/giaf095.

ABSTRACT

BACKGROUND: Genomic variations, including single-nucleotide polymorphisms, small insertions and deletions, and structural variations, are crucial for understanding evolution and disease. However, comprehensive simulation tools for benchmarking genomic analysis methods are lacking. Existing simulators do not accurately represent the nonuniform distribution and length patterns of structural variations in human genomes, and simulating complex structural variations remains challenging.

RESULTS: We present BVSim, a flexible tool that provides probabilistic simulations of genomic variations, primarily focusing on human patterns while accommodating diverse species. BVSim effectively simulates both simple and complex structural variations and small variants by mimicking real-life variation distributions, which often exhibit higher frequencies near telomeres and within tandem repeat regions. Notably, BVSim allows users to input single or multiple benchmark samples from any reference genome, enabling the tool to summarize and represent the unique distribution patterns of structural variation positions and lengths specific to those species. Its compatibility with standard file formats facilitates seamless integration into various genomic research workflows, making it a very useful resource for benchmarking downstream tools such as variant callers. With numerical experiments, we show that BVSim generated more realistic sequences significantly different from other simulators’ outputs.

CONCLUSIONS: BVSim is written in Python and freely available to noncommercial users under the GPL3 license. Source code, application guide, and toy examples are provided on the GitHub page at https://github.com/YongyiLuo98/BVSim. The tool is registered in SciCrunch (RRID:SCR_026926), bio.tools (biotools:BVSim), and WorkflowHub (doi:10.48546/WORKFLOWHUB.WORKFLOW.1361.1).

PMID:40884802 | DOI:10.1093/gigascience/giaf095

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Nevin Manimala Statistics

Group-specific discriminant analysis enhances detection of sex differences in brain functional network lateralization

Gigascience. 2025 Jan 6;14:giaf082. doi: 10.1093/gigascience/giaf082.

ABSTRACT

BACKGROUND: Lateralization is the asymmetry in function and cognition between the brain hemispheres, with notable sex differences. Conventional neuroscience studies on lateralization use univariate statistical comparisons between male and female groups, with limited and ineffective validation for group specificity. This article proposes to model sex differences in brain functional network lateralization as a dual-classification problem: first-order classification of left versus right hemispheres and second-order classification of male versus female models. To capture sex-specific patterns, we developed an interpretable group-specific discriminant analysis (GSDA) for first-order classification, followed by logistic regression for second-order classification.

FINDINGS: Evaluations on 2 large-scale neuroimaging datasets show GSDA’s effectiveness in learning sex-specific patterns, significantly improving model group specificity over baseline methods. Major sex differences were identified in the strength of lateralization and interaction patterns within and between lobes.

CONCLUSIONS: The GSDA-based analysis challenges the conventional approach to investigating group-specific lateralization and indicates that previous findings on sex-specific lateralization will need revisits and revalidation. This method is generic and can be adapted for other group-specific analyses, such as treatment-specific or disease-specific studies.

PMID:40884801 | DOI:10.1093/gigascience/giaf082

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Nevin Manimala Statistics

Transcatheter or Surgical Treatment of Patients With Aortic Stenosis at Low to Intermediate Risk: An Individual Participant Data Meta-Analysis

JAMA Cardiol. 2025 Aug 30. doi: 10.1001/jamacardio.2025.3403. Online ahead of print.

ABSTRACT

IMPORTANCE: Mounting evidence suggests transcatheter aortic valve implantation (TAVI) as preferred treatment for patients at low to intermediate surgical risk. However, limitations in study design and statistical power raise concerns about the generalizability of individual randomized clinical trials (RCTs) comparing TAVI and surgical aortic valve replacement (SAVR) to routine clinical practice.

OBJECTIVE: To compare 1-year outcomes of TAVI vs SAVR in patients with severe symptomatic aortic stenosis at low to intermediate surgical risk applying a 2-stage individual participant data (IPD) and aggregate meta-analyses.

DATA SOURCES: MEDLINE databases were searched for RCTs comparing TAVI and SAVR in patients with aortic stenosis until June 15, 2025.

STUDY SELECTION: RCTs were selected comparing TAVI vs SAVR in patients with severe symptomatic aortic stenosis at low or intermediate surgical risk with 1-year follow-up.

DATA EXTRACTION AND SYNTHESIS: IPD were obtained from all investigator-initiated RCTs (DEDICATE, NOTION, NOTION-2, and UK TAVI) and analyzed in 1- and 2-stage IPD meta-analyses. An overall meta-analysis was performed by adding aggregate data from industry-sponsored RCTs.

MAIN OUTCOMES AND MEASURES: The primary end point was all-cause death or any stroke 1 year after randomization. Secondary end points included all-cause death, any stroke, disabling stroke, cardiovascular death, rehospitalization for cardiovascular cause, myocardial infarction, new-onset atrial fibrillation, new permanent pacemaker implantation, and aortic valve reintervention.

RESULTS: The IPD meta-analysis included 4 RCTs comprising 2873 patients (mean [SD] age, 76.7 [5.5] years; 805 [56.1%] male) at low to intermediate surgical risk randomly assigned to TAVI (n = 1439) or SAVR (n = 1434). At 1 year, the hazard ratio (HR) for the primary end point for TAVI compared to SAVR was 0.73 (95% CI, 0.56-0.95) in the 1-stage and 0.79 (95% CI, 0.49-1.27) in the 2-stage IPD meta-analysis. In the 2-stage overall meta-analysis the HR for the primary end point was 0.76 (95% CI, 0.60-0.97).

CONCLUSIONS AND RELEVANCE: In this IPD meta-analysis of 4 RCTs, and an overall meta-analysis of 8 RCTs of patients with severe symptomatic AS at low to intermediate risk, TAVI was associated with a reduction in the 1-year incidence of all-cause death or any stroke. These findings emphasize TAVI as alternative option in patients at low to intermediate risk. Long-term follow-up is warranted to evaluate sustainability of these findings.

PMID:40884787 | DOI:10.1001/jamacardio.2025.3403

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Nevin Manimala Statistics

Infectious Complications During Reinduction in Children with Relapsed Acute Lymphoblastic Leukemia: A Descriptive Analysis

Pediatr Hematol Oncol. 2025 Aug 30:1-11. doi: 10.1080/08880018.2025.2550516. Online ahead of print.

ABSTRACT

Children with relapsed acute lymphoblastic leukemia (ALL) face higher rates of infection and treatment-related mortality than at initial diagnosis. Although immunotherapy is increasingly used in the relapsed setting, combination intensive chemotherapy remains the standard approach for reinduction. Serious infections during this phase can delay or preclude curative therapy. We aimed to describe the incidence and pattern of infections during reinduction in this high-risk population. In this single-center retrospective study, we reviewed charts of patients with relapsed ALL treated with combination chemotherapy reinduction at British Columbia Children’s Hospital between 2006 and 2022. Forty-three patients were included (median age 10.2 years at relapse). Most (90%) received a standard four-drug reinduction. Median duration of severe neutropenia was 20.8 days. About half (51%) experienced at least one infection, including 16% with confirmed or probable fungal infection. Infection was associated with significantly longer hospitalization (median 17 vs. 7 days; p = 0.006). While no predictors reached statistical significance, hyperglycemia and neutropenia ≥ 21 days were associated with higher odds of infection. Overall survival did not differ significantly by infection status (log-rank p = 0.43). Infectious complications remain common during reinduction chemotherapy for relapsed ALL despite advances in supportive care. While pharmacologic and clinical strategies may reduce risk, safer and more targeted reinduction approaches are urgently needed to optimize outcomes in this vulnerable group.

PMID:40884783 | DOI:10.1080/08880018.2025.2550516

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Nevin Manimala Statistics

New AI model predicts which genetic mutations truly drive disease

Scientists at Mount Sinai have created an artificial intelligence system that can predict how likely rare genetic mutations are to actually cause disease. By combining machine learning with millions of electronic health records and routine lab tests like cholesterol or kidney function, the system produces “ML penetrance” scores that place genetic risk on a spectrum rather than a simple yes/no. Some variants once thought dangerous showed little real-world impact, while others previously labeled uncertain revealed strong disease links.
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Nevin Manimala Statistics

Laparoscopic Versus Open Approach for Emergency Repair of Groin Hernias: A Systematic Review and Meta-Analysis

World J Surg. 2025 Aug 30. doi: 10.1002/wjs.70076. Online ahead of print.

ABSTRACT

BACKGROUND: Although open repair has historically been the preferred approach over laparoscopic repair for acutely strangulated and incarcerated groin hernias, the laparoscopic approach is gaining popularity. This systematic review and meta-analysis aims to investigate the safety and clinical outcomes of laparoscopic and open groin hernia repair in the emergency setting.

METHODS: PubMed, Embase, Scopus, Cochrane Library, and Web of Science were systematically searched for articles comparing clinical outcomes between laparoscopic and open emergency groin hernia repair in adult patients. The primary outcome was the length of hospital stay. Secondary outcomes included operative time, postoperative complications, recurrence, reoperation, postoperative mortality, and the rate of conversion from laparoscopic to open repair. Risk of bias was assessed.

RESULTS: Thirteen articles (4 prospective and 9 retrospective cohort studies) were included, with a total of 38,659 patients enrolled. Laparoscopic repair resulted in shorter length of hospital stay (MD -2.96 days [95% CI -4.91, -1.01] and p = 0.0074) and lower risk of wound infection (RR 0.29 [95% CI 0.20, 0.43] and p < 0.0001]. No statistically significant differences were observed between the two groups regarding operative time (p = 0.1006), risk of seroma formation (p = 0.3142), and risk of respiratory complication (p = 0.9880). Rate of conversion from laparoscopic to open repair as recorded in five studies was 2.78% ([95% CI 0.60, 11.92]).

CONCLUSION: Emergency laparoscopic repair of groin hernias results in shorter length of hospital stay and lower risks of postoperative morbidity and mortality, with no difference in operative time when compared to open repair. Although further large-scale prospective cohort studies and randomized controlled trials may be required to draw definitive conclusionsregarding the optimal surgical approach, laparoscopic repair of groin hernias appears to be a safe and feasible alternative to conventional open repair in the acute setting.

PMID:40884778 | DOI:10.1002/wjs.70076

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Nevin Manimala Statistics

Physical Activity Levels in Individuals with Asthma: A Comparison Between Wearable Device Users and Non-Users: 2017 BRFSS

J Asthma. 2025 Aug 30:1-12. doi: 10.1080/02770903.2025.2555301. Online ahead of print.

ABSTRACT

Despite the health benefits of physical activity (PA), many individuals with asthma are not sufficiently active. Wearable devices (WD) are increasingly popular tools for promoting PA, but limited research has examined their effectiveness among individuals with asthma. This study aims to compare PA levels between WD users and non-users with asthma. Data were drawn from the 2017 Behavioral Risk Factor Surveillance System. Participants who self-reported a diagnosis of asthma were included in this secondary data analysis. Based on the self-report, participants were categorized as WD users or non-users. PA measures included total weekly minutes of PA, weekly minutes of vigorous PA, and whether participants met national PA guidelines. Survey-weighted unadjusted and adjusted linear and logistic regression analyses were conducted to assess associations between WD use and PA outcomes. Among the included 497 participants with asthma, 28.19% (95% CI [19.36, 38.30]) of participants were WD users and 71.81% (95% CI [61.7, 80.64]) were non-users. 65.91% (95% CI [57.36, 73.82]) of the participants met the PA guidelines. The unadjusted and adjusted linear regressions found no statistically significant differences in weekly PA and weekly vigorous PA between WD users and non-users. Further, no statistically significant associations were found between WD usage and meeting PA guidelines (p > .05). WD use was not associated with higher PA levels among individuals with asthma. Further research is needed to identify strategies that enhance the effectiveness of WD in promoting PA in this population.

PMID:40884769 | DOI:10.1080/02770903.2025.2555301

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Nevin Manimala Statistics

Three-Year-Follow-Up of the NOTION-2 Trial: TAVR Versus SAVR to Treat Younger Low-Risk Patients with Tricuspid or Bicuspid Aortic Stenosis

Circulation. 2025 Aug 30. doi: 10.1161/CIRCULATIONAHA.125.076678. Online ahead of print.

ABSTRACT

BACKGROUND: Transcatheter aortic valve replacement (TAVR) is increasingly performed in younger, low surgical risk patients. This NOTION-2 study reports mid-term outcomes in low-risk patients aged 60-75 years with severe tricuspid or bicuspid aortic stenosis (AS) undergoing TAVR or surgical valve replacement.

METHODS: A total of 370 patients (mean age 71.1 years, mean Society of Thoracic Surgeons Predicted Risk of Mortality [STS-PROM] 1.2%) were enrolled and randomized 1:1 to TAVR or surgery. This follow-up study reports clinical and echocardiographic outcomes up to three years of follow-up.

RESULTS: At three years, the primary composite endpoint (death, stroke, or procedure-, valve, or heart failure-related hospitalization) occurred in 16.1% of TAVR patients vs. 12.6% in surgical patients (hazard ratio [HR] 1.3; 95% confidence interval [CI]: 0.8 – 2.2%; P=0.4). Among patients with tricuspid AS, rates were similar (14.5% vs. 14.4%), while bicuspid AS patients had a statistical non-significant higher risk with TAVR (20.4% vs. 7.8%; HR 2.9; 95% CI: 0.9 – 9.0). The risk of moderate or greater structural valve deterioration at three years was 4.5% and 5.2% for transcatheter and surgical aortic bioprostheses, respectively (HR 1.2; 95% CI: 0.4-3.1). Bioprosthetic valve failure rates were also comparable: 1.6% in the TAVR and 2.9% in the surgical group.

CONCLUSIONS: For patients aged 60-75 years with severe AS who are at low surgical risk, three-year clinical outcomes are similar between TAVR and surgery. Both procedures are associated with low rates of structural valve deterioration and need for re-intervention.

PMID:40884768 | DOI:10.1161/CIRCULATIONAHA.125.076678