Categories
Nevin Manimala Statistics

Investigating the Consistency in Countermovement Jump Performance After High-Velocity and High-Force PAPE: A Multiday Analysis

J Strength Cond Res. 2025 Apr 23. doi: 10.1519/JSC.0000000000005098. Online ahead of print.

ABSTRACT

Stuart, A, Vetrovsky, T, Cochrane-Snyman, KC, Vieira, A, and Tufano, JJ. Investigating the consistency in countermovement jump performance after high-velocity and high-force PAPE: A multiday analysis. J Strength Cond Res XX(X): 000-000, 2025-Postactivation performance enhancement (PAPE) is widely acknowledged in both practical application and research. However, studies have primarily focused on single experimental PAPE sessions, neglecting the repeatability of protocols with the same individuals over time. The purpose of this study was to determine whether PAPE, involving high-velocity and high-force conditioning activities, could be observed at consistent time points across multiple sessions. Sixteen elite speed skaters (9 men: 23.1 ± 2.6 years and 7 women: 24.2 ± 4.7 years) participated in 6 sessions for each independent study. For all sessions, a standardized warm-up was performed, followed by 3 baseline bodyweight countermovement jumps (CMJ), and a potentiation protocol of 5 repeated band-assisted countermovement jumps at approximately 20% bodyweight reduction, or a single 5-second maximal effort isometric squat. Subsequently, subjects rested for 3, 5, and 7 minutes before performing a single bodyweight CMJ at each time point. Multiday analyses of variance showed mixed results for both protocols, with most effect sizes ranging from trivial to small. Linear mixed models indicated that at the individual level, subjects did not consistently jump higher at any specific post-PAPE rest time. The variance between baseline and post-PAPE jump height at the rest time that produced the greatest result was neither statistically significant nor statistically different (p > 0.05), compared with other rest times. Postactivation performance enhancement was identifiable across sessions but variability in jump performance and inconsistent effects made it difficult to observe repeatable responses within individuals over time, thus questioning the idea of “individualizing” PAPE in practice.

PMID:40267397 | DOI:10.1519/JSC.0000000000005098

Categories
Nevin Manimala Statistics

Cervical cancer mortality trend in Montenegro-1990-2018

Eur J Public Health. 2025 Apr 23:ckaf059. doi: 10.1093/eurpub/ckaf059. Online ahead of print.

ABSTRACT

Cervical cancer is the fourth leading cause of cancer-related deaths in women, resulting in an estimated 350 000 deaths worldwide in 2022. Public health preventive strategies can modify the burden of cervical cancer. This study aimed to assess the mortality trends of cervical cancer in Montenegro from 1990 to 2018 and identify the impact of preventive measures on mortality rates associated with cervical cancer. The data concerning cervical cancer mortality from 1990 to 2018 were collected. The joinpoint, linear, and Poisson regressions were applied. The rate was adjusted to the world standard population. Overall and age-specific trends were assessed. Joinpoint regression revealed a statistically significant increase in cervical cancer mortality rates by an average of 2.6% per year [average annual percentage change (AAPC) (95%CI) = 2.6 (1.3-3.8); P < .001] and the number of death cases by 3.5% [AAPC (95%CI) = 3.5 (2.2-4.7); P < .001] for the overall level for the period 1990-2018. Among the women who died from cervical cancer, the majority were aged 55-64 (28.3%), then aged 45-54 (27.6%) and aged 65-74 (17.4%). This analysis highlights a growing trend of mortality from cervical cancer in Montenegro, underscoring the need for additional research into the causes of this serious public health concern.

PMID:40267395 | DOI:10.1093/eurpub/ckaf059

Categories
Nevin Manimala Statistics

Impact of Hypofractionated Radiation Protocols on Reducing Travel Burden and Improving Patient Satisfaction: When Less Is More

JCO Glob Oncol. 2025 Apr;11:e2400488. doi: 10.1200/GO-24-00488. Epub 2025 Apr 23.

ABSTRACT

PURPOSE: Despite rising cancer incidence and mortality in Saudi Arabia, access to radiotherapy (RT) services is limited in some regions. This study aimed to examine the travel burdens of RT patients and assess the benefits of hypofractionated RT (HFRT).

METHODS: This multicenter retrospective study included patients with breast cancer (BC) and prostate cancer (PC) treated with HFRT (26 Gy/5 fractions for BC and 60 Gy/20 fractions for PC) between 2020 and 2024. Patient data were collected from electronic records, and an online questionnaire assessed experiences and financial burdens. Google Maps determined the shortest driving distance from patients’ residences to our RT center. Descriptive statistics compared accommodation, transportation costs, and time expenditure for shorter versus longer RT courses.

RESULTS: A survey of 153 out of 187 patients (average age 57 years for BC, 70 years for PC) revealed significant travel burdens. Notably, 43% traveled from outside Jeddah, averaging 415 km, compared with 17.9 km for those within Jeddah. HFRT offered substantial transportation cost-savings, estimated at $101 in US dollars (USD) for patients with BC (an additional $133 (USD) for those outside Jeddah) and $213 (USD) for patients with PC (an additional $320 (USD) for those outside Jeddah). Median accommodation cost-savings were $733 (USD) for BC and $1,600 (USD) for PC. Median time-savings were 9.25 hours for BC and 30 hours for PC. All patients were satisfied with the treatment duration, with 42% preferring the shorter hospital stay and 8% citing financial reasons.

CONCLUSION: Patients with cancer in Saudi Arabia travel significant distances for RT. HFRT using shorter RT courses reduces patient-related costs, enhances satisfaction, and may improve access by addressing logistical challenges.

PMID:40267380 | DOI:10.1200/GO-24-00488

Categories
Nevin Manimala Statistics

Association Between Metabolic Syndrome and Young-Onset Dementia: A Nationwide Population-Based Study

Neurology. 2025 May 27;104(10):e213599. doi: 10.1212/WNL.0000000000213599. Epub 2025 Apr 23.

ABSTRACT

BACKGROUND AND OBJECTIVES: Young-onset dementia (YOD) poses substantial societal and health care burdens. Although metabolic syndrome (MetS) is recognized as a contributor to late-onset dementia, its effect on YOD remains unclear. This study aimed to determine whether MetS and its individual components increase the risk of YOD, including all-cause dementia, Alzheimer disease (AD), and vascular dementia (VaD).

METHODS: We conducted a nationwide population-based cohort study using data from the Korean National Insurance Service. Individuals aged 40-60 who underwent national health check-ups in 2009 were included and followed until December 31, 2020, or age 65, whichever came first. MetS was defined according to established guidelines, incorporating measurements of waist circumference, blood pressure, fasting glucose, triglycerides, and high-density lipoprotein cholesterol. Covariates included age, sex, income level, smoking status, alcohol consumption, and comorbidities such as hypertension, diabetes, dyslipidemia, and depression. The primary outcome was incident all-cause YOD, defined as a dementia diagnosis before age 65; secondary outcomes included young-onset AD and VaD. Multivariable Cox proportional hazards models were used to estimate hazard ratios (HRs) with 95% CIs.

RESULTS: A total of 1,979,509 participants (mean age, 49.0 years; 51.3% men; 50.7% with MetS) were included. Over an average follow-up of 7.75 years, 8,921 individuals (0.45%) developed YOD. MetS was associated with a 24% higher risk of all-cause YOD (adjusted HR 1.24, 95% CI 1.19-1.30), a 12.4% increased risk of AD (HR 1.12, 95% CI 1.03-1.22), and a 20.9% increased risk of VaD (HR 1.21, 95% CI 1.08-1.35). Significant interactions were noted with younger age (40-49 vs 50-59), female sex, drinking status, obesity, and depression.

DISCUSSION: In this large Korean cohort, MetS and its individual components were significantly associated with an increased risk of YOD. These findings suggest that interventions targeting MetS may help mitigate YOD risk. However, the observational design precludes definitive causal inferences, and reliance on claims data could introduce misclassification bias. Future research using longitudinal designs and comprehensive data collection is needed to validate and expand on these associations.

PMID:40267374 | DOI:10.1212/WNL.0000000000213599

Categories
Nevin Manimala Statistics

Genomic epidemiology of Salmonella Enteritidis human infections in the Netherlands, 2019 to 2023

Microb Genom. 2025 Apr;11(4). doi: 10.1099/mgen.0.001394.

ABSTRACT

Salmonella enterica serotype Enteritidis (SE) is a common foodborne pathogen that can cause human salmonellosis. Identifying closely related cases is essential to control the pathogen through, e.g. outbreak investigation, but it is often challenging due to the low genetic diversity of SE, particularly with traditional typing methods. This study aimed to investigate the population structure of SE genomes collected during routine surveillance in the Netherlands using whole-genome sequencing (WGS), their clustering, temporal distribution and the association between epidemiological and phenotypic antimicrobial resistance (AMR) factors and the persistence of SE clusters. We also investigated the distribution of genotypic AMR markers among these isolates. The study collection comprised 1,669 unique SE isolates from human infections collected from Dutch surveillance between 2019 and 2023, and their relatedness was derived using core-genome multi-locus sequence typing and Hamming distances. Based on the results, the 216 clusters comprised 1,085 sequences, in addition to 584 sequences depicted as singletons. These clusters predominantly fell within three major lineages, of which two were the previously described Global and Atlantic lineages. Of these clusters, approximately a third persisted for more than 1 year during the 5-year study period. However, no statistically significant associations were found between epidemiological factors, such as age, gender and travel history, or phenotypic AMR and the persistence of SE clusters. The most common AMR genetic markers observed were related to antimicrobial classes of (fluor)quinolones, β-lactamases and aminoglycosides. This study provides a better understanding of the genomic epidemiology of SE in the Netherlands based on WGS. Further analysis that includes samples from the food-chain supply, along with higher resolution methods during a post-Coronavirus Disease of 2019 (COVID-19) period, may provide more insights into the possible causes of the persistence of SE clusters.

PMID:40266678 | DOI:10.1099/mgen.0.001394

Categories
Nevin Manimala Statistics

Reverse Correlation of Natural Statistics for Ecologically-Relevant Characterization of Human Perceptual Templates

J Neurophysiol. 2025 Apr 23. doi: 10.1152/jn.00059.2024. Online ahead of print.

ABSTRACT

Psychophysical reverse correlation is an established technique for retrieving perceptual templates. Its application is best suited to a scenario in which 1) the human observer operates as a template matcher, and 2) the perceptual system is probed using radially symmetric noise, such as Gaussian white noise. When both conditions apply, the resulting estimate of the perceptual template directly reflects the actual template engaged by observers. However, when either condition fails, template estimates can be highly distorted to the point of becoming uninterpretable. This limitation is particularly relevant when ecological validity is under consideration, because natural signals are clearly nothing like white noise. Template distortions associated with natural statistics may be corrected using a number of methods, many of which have been tested in single neurons, but none of which has been tested in human observers. We studied the applicability (or lack thereof) of five such methods to multiple experimental conditions under which the human visual system approaches a template matcher to different degrees of approximation. We find that methods based on minimizing/maximizing loss/information, such as logistic regression and maximally informative dimensions, outperform other approaches under the conditions of our experiments, and therefore represent promising tools for the retrieval of human perceptual templates under ecologically valid conditions. However, we also identify plausible scenarios under which those same approaches produce misleading outcomes, urging caution when interpreting results from those and related methods.

PMID:40266668 | DOI:10.1152/jn.00059.2024

Categories
Nevin Manimala Statistics

Postpractice Neuromuscular Performance Changes in 3 × 3 Professional Female Basketball Players

J Strength Cond Res. 2025 May 1;39(5):e706-e710. doi: 10.1519/JSC.0000000000005092.

ABSTRACT

Cabarkapa, D, Cabarkapa, DV, Batra, A, and Fry, AC. Postpractice neuromuscular performance changes in 3 × 3 professional female basketball players. J Strength Cond Res 39(5): e706-e710, 2025-The purpose of this investigation was to examine changes in lower body neuromuscular performance characteristics across multiple testing time points within a cohort of professional 3 × 3 female basketball players. Ten athletes volunteered to participate in this study (x̄ ± SD; age = 29.1 ± 4.3 years; height = 181.4 ± 7.0 cm; body mass = 77.4 ± 6.2 kg). Each athlete completed 3 countermovement vertical jumps while standing on a portable force plate system on 4 different occasions: before team practice, immediately postpractice, and the next morning and afternoon. Twenty-two force-time metrics were analyzed, 8 within braking and propulsive and 2 within landing phases of the jumping motion, including 4 performance metrics. Repeated measures analysis of variance was used to examine statistically significant differences (p < 0.05). The findings reveal an absence of significant changes in all force-time metrics of interest pre-post practice. However, a notable decrease in jump height (-5.8%), average and peak propulsive force (-4.3% and -4.7%), propulsive net impulse (-3.5%), average and peak propulsive power (-6.1% and -6.0%), and reactive strength index modified (-11.8%) was observed the following morning when compared with baseline measurements. The reactive strength index modified was shown to be the most sensitive metric in detecting fatigue-induced changes in athletes’ performance, because it experienced the largest drop between these 2 testing time points (p = 0.011; g = 0.727). Also, the observed performance suppression disappeared by the afternoon training session because all of the aforementioned force-time metrics returned to the baseline levels, indicating that the athletes were adequately recovered to participate in team training activities.

PMID:40266643 | DOI:10.1519/JSC.0000000000005092

Categories
Nevin Manimala Statistics

Associations Between Maximum Isometric Strength and Weightlifting Performance in Youth Weightlifters

J Strength Cond Res. 2025 May 1;39(5):570-578. doi: 10.1519/JSC.0000000000005052.

ABSTRACT

Soriano, MA, Flores, FJ, Alonso-Aubín, DA, García-Sánchez, C, Ceniza-Villacastín, JA, Jiménez-Ormeño, E, Lama-Arenales, J, and Comfort, P. Associations between maximum isometric strength and weightlifting performance in youth weightlifters. J Strength Cond Res 39(5): 570-578, 2025-The aim of this study was to explore the differences between the isometric start position pull (ISPP) and mid-thigh pull (IMTP) peak forces in youth weightlifters and their associations with weightlifting performance. Forty-six male and female youth weightlifters (age: 15.4 ± 1.3 years, height: 1.66 ± 0.91 m, body mass: 65.7 ± 10.0 kg, weightlifting experience: 2.5 ± 1.6 years) participated. Weightlifting performance was evaluated as the sum of the heaviest snatch and clean and jerk. Isometric start position pull and IMTP kinetics were calculated using a force plate. Weightlifting performance, ISPP, and IMTP were evaluated in 3 different sessions and were calculated in absolute, relative, and allometrically scaled forms. Paired samples t-tests were conducted to analyze the differences between the ISPP and IMTP. Pearson’s r correlation coefficient was used to determine the relationship between weightlifting performance and the ISPP and IMTP. Fisher’s r-z transformation was performed to determine the differences in the magnitude of correlations between the ISPP and IMTP with weightlifting performance. Statistical significance was set at p ≤ 0.05. All subjects had a significantly (p < 0.001) lower performance when performing the ISPP compared with IMTP. Significant (p < 0.001) and strong correlations were found between ISPP and IMTP with weightlifting performance (r = 0.56-0.91). Weightlifting performance was more strongly associated with ISPP than IMTP, although only significant in the relative and allometrically scaled forms (z = 2.19, p = 0.01, z = 2.34, p = 0.01, respectively). The ISPP is highly associated with weightlifting performance in youth weightlifters and should be included in talent identification and development testing batteries.

PMID:40266638 | DOI:10.1519/JSC.0000000000005052

Categories
Nevin Manimala Statistics

Combining Machine Learning and Comparative Effectiveness Methodology to Study Primary Care Pharmacotherapy Pathways for Veterans With Depression

Med Care. 2025 Apr 22. doi: 10.1097/MLR.0000000000002145. Online ahead of print.

ABSTRACT

OBJECTIVES: To demonstrate an innovative method combining machine learning with comparative effectiveness research techniques and to investigate a hitherto unstudied question about the effectiveness of common prescribing patterns.

DATA SOURCES: United States Veterans Health Administration Corporate Data Warehouse.

STUDY DESIGN: For Operation Enduring Freedom/Operation Iraqi Freedom veterans with major depressive disorder, we generate pharmacotherapy pathways (of antidepressants) using process mining and machine learning. We select the medication episodes that were started at subtherapeutic doses by the first assigned primary care physician and observe the paths that those medication episodes follow. Using 2-stage least squares, we test the effectiveness of starting at a low dose and staying low for longer versus ramping up fast while balancing observable and unobservable characteristics of patients and providers through instrumental variables. We leverage predetermined provider practice patterns as instruments.

DATA COLLECTION: We collected outpatient pharmacy data for selective serotonin reuptake inhibitors and selective norepinephrine reuptake inhibitors, patient and provider characteristics (as control variables), and the instruments for our cohort. All data were extracted for the period between 2006 and 2020.

PRINCIPAL FINDINGS: There is a statistically significant positive effect (0.68, 95% CI 0.11-1.25) of “ramping up fast” on engagement in care. When we examine the effect of “ramping up slow”, we see an insignificant negative impact on engagement in care (-0.82, 95% CI -1.89 to 0.25). As expected, the probability of drop-out also seems to have a negative effect on engagement in care (-0.39, 95% CI -0.94 to 0.17). We further validate these results by testing with medication possession ratios calculated periodically as an alternative engagement in care metric.

CONCLUSIONS: Our findings contradict the “Start low, go slow” adage, indicating that ramping up the dose of an antidepressant faster has a significantly positive effect on engagement in care for our population.

PMID:40266632 | DOI:10.1097/MLR.0000000000002145

Categories
Nevin Manimala Statistics

Cognitive and Functional Decline Among Long-Term Care Residents

JAMA Netw Open. 2025 Apr 1;8(4):e255635. doi: 10.1001/jamanetworkopen.2025.5635.

ABSTRACT

IMPORTANCE: Care decisions for long-term care (LTC) residents should be frailty-informed to maximize well-being and avoid burdensome treatments that do not align with patient wishes.

OBJECTIVE: To investigate the incidence and time spent living with severe impairment among LTC residents to help inform person-centered decision-making.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study was conducted among a population-based cohort of incident admissions to LTC facilities between April 1, 2013, and March 31, 2018, determined using administrative health data in Ontario, Canada. Ontario residents aged 65 years or older who were admitted to LTC were included. Participants were followed up until death, discharge, or April 1, 2023. Data analysis was completed from October 17, 2023, to March 31, 2024.

MAIN OUTCOMES AND MEASURES: Outcomes were states of impairment that care partners identified as meaningful and some considered worse than death. The incidence of total care dependence, inability to make any decisions, inability to communicate, and incontinence of stool or urine was described. Survival after becoming impaired, characteristics of residents when they became impaired, and characteristics of those who survived for more than 1 year with each impairment were described. Residents at risk of a specific impairment (at-risk residents) were those who did not already have the impairment at admission.

RESULTS: A total of 120 238 residents admitted to LTC (mean [SD] age, 84.3 [7.7] years; 77 868 female [64.8%]) were included. By the end of follow-up, 22 018 of 109 830 at-risk residents (20.0%) had become permanently unable to make decisions, 9138 of 118 132 at-risk residents (7.7%) had become permanently unable to communicate, 15 711 of 116 848 at-risk residents (13.4%) had developed total care dependence, and 30 449 of 92 974 at-risk residents (32.8%) had developed incontinence of stool or urine. Median (IQR) survival time was shortest for residents who entered a state of total care dependence (45 [5-310] days) and longest for those with newly developed incontinence of stool or urine (356 [79-1031] days). Younger residents (eg, median [IQR] survival after developing total care dependence, 133 (17-735) days for ages <80 years vs 30 (4-217) days for ages ≥80 years) and those with dementia at admission (eg, median [IQR] survival after developing the inability to make decisions, 318 [40-1020] days with dementia vs 74 [4-474] days without dementia) had longer median survival after entering a state of severe impairment.

CONCLUSIONS AND RELEVANCE: In this study, severe permanent impairment in function and cognition were common and often present near the end of life for LTC residents, but a minority of residents lived in these states for years. These results suggest that building shared understanding and open communication about the natural course of frailty trajectories for LTC residents may support resident-centered medical decision-making.

PMID:40266620 | DOI:10.1001/jamanetworkopen.2025.5635