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Nevin Manimala Statistics

Evaluation of a Game-Based Mechatronic Device for Rehabilitation of Hand-Arm Function in Children With Cerebral Palsy: Feasibility Randomized Controlled Trial

JMIR Rehabil Assist Technol. 2025 Feb 18;12:e65358. doi: 10.2196/65358.

ABSTRACT

BACKGROUND: Children with neurodevelopmental disorders, such as cerebral palsy (CP), often experience motor impairments in manual dexterity, which hinder daily tasks and social interactions. Traditional rehabilitation methods require repetitive task practice, which can be difficult for children to sustain due to low engagement. Game-based rehabilitation devices and robots offer a promising alternative by combining therapy with digital play, improving motivation and compliance. However, many systems fail to incorporate actual object manipulation, which is essential for motor learning through sensory feedback. To address this limitation, a low-cost, easy-to-use robotic manipulandum device (RMD) was developed. The RMD enables real-time object manipulation during gameplay while providing assistive force, allowing the practice of a wide range of manual dexterity skills beyond gross reaching. This system offers an engaging and effective rehabilitation approach to enhance hand function in children with CP.

OBJECTIVE: This study aimed to provide evidence for the feasibility and therapeutic value of the RMD game-based exercise program for children with CP.

METHODS: In total, 34 children with CP, aged 4 to 10 years, were randomly assigned to the experimental group (XG) or the control group (CG). The XG received a computer game-based exercise program using the RMD, focusing on object manipulation tasks, while the CG received task-specific training similar to constraint-induced movement therapy. Both groups received their respective therapy programs 3 times per week for 8 weeks. Semistructured interviews with parents and children, along with qualitative analysis, were conducted to evaluate their experiences with the exercise program. The following outcome measures were used: (1) the Peabody Developmental Motor Scale-2 (PDMS-2) grasping and visual-motor integration subtests and (2) the computer game-based upper extremity (CUE) assessment of manual dexterity.

RESULTS: No dropouts occurred during the 8-week program. Both groups showed significant improvements in the PDMS-2 subtests (P<.001) and the CUE assessment of manual dexterity, including success rates (tennis ball: P=.001; cone: P<.001; medicine ball: P=.001; and peanut ball: P<.001) and movement errors (tennis ball: P=.01; cone: P<.001; medicine ball: P=.04; and peanut ball: P<.001). The XG outperformed the CG, showing greater improvements in PDMS-2 grasping (P=.002) and visual-motor integration (P=.01). In the CUE assessment, the XG demonstrated higher success rates (medicine ball: P=.001 and peanut ball: P=.02) and fewer movement errors (cone: P<.001). Parents reported an increase in the children’s independence in daily tasks.

CONCLUSIONS: This study demonstrates the feasibility, acceptability, and positive outcomes of the RMD game-based exercise program for improving hand function in children with CP. The findings support further research and development of computer game-assisted rehabilitation technologies.

TRIAL REGISTRATION: Clinical Trials Registry – India CTRI/2021/07/034903; https://ctri.nic.in/Clinicaltrials/pmaindet2.php?EncHid=NTc4ODU.

PMID:39964707 | DOI:10.2196/65358

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Nevin Manimala Statistics

Effect of adjuvant chemotherapy with toad venom injection in the treatment of intermediate and advanced colon cancer and its effect on cellular immunity, PTEN, and PI3k

Anticancer Drugs. 2025 Feb 18. doi: 10.1097/CAD.0000000000001706. Online ahead of print.

ABSTRACT

The objective of this study is to explore the effect of adjuvant chemotherapy with toad venom injection in patients with intermediate and advanced colon cancer, in order to provide new reference drugs for clinical treatment. Prospectively, 148 patients with mid-stage to late-stage colon cancer in our hospital from January 2021 to May 2023 were selected for the study and randomly divided into two groups of 74 cases each. The control group was treated with FOLFOX4 chemotherapy, and the observation group was treated with four consecutive chemotherapy cycles based on the control group combined with toad venom injection. The treatment effects, adverse reactions, quality of life improvement rate, prognosis and cellular immune indexes [natural killer (NK) cells, CD4+/CD8+, CD4+, CD3+], phosphatase tensin gene (PTEN), phosphatidylinositol-3-kinase (PI3k), and serine threonine protein kinase (pAKT) protein expression before and after treatment were counted in the two groups. The total effective rate of treatment in the observation group was 58.11% (43/74) after four cycles of chemotherapy, which was higher than that in the control group of 41.89% (31/74) (P < 0.05). After two cycles of chemotherapy and four cycles of chemotherapy, PTEN, CD4+/CD8+, CD4+, CD3+, and NK cells in peripheral blood were higher in the observation group than in the control group, and PI3k and pAKT were lower than in the control group (P < 0.05). There was no statistically significant difference in the rate of adverse reactions in the observation group compared with the control group (P > 0.05); the improvement rate of quality of life in the observation group was better than that in the control group after four chemotherapy cycles of treatment (P < 0.05); the survival rate was 75.00% (54/72) in the observation group compared with 54.29% (38/70) in the control group at 1-year follow-up. Toad venom injection adjuvant chemotherapy is effective in treating patients with intermediate and advanced colon cancer, which can upregulate PTEN level, inhibit PI3k and AKT expression, and improve immune function and quality of life of patients, thus improving prognosis.

PMID:39964699 | DOI:10.1097/CAD.0000000000001706

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Nevin Manimala Statistics

Improving forecasts of imperfect models using piecewise stochastic processes

Chaos. 2025 Feb 1;35(2):023142. doi: 10.1063/5.0242061.

ABSTRACT

Forecasting complex systems is important for understanding and predicting phenomena. Due to the complexity and error sensitivity inherent in these predictive models, forecasting proves challenging. This paper presents a novel approach to assimilate system observations into predictive models. The approach makes use of a recursive partitioning algorithm to facilitate the computation of local sets of model corrections as well as provide a data structure to traverse the model space. These local sets of corrections act as a sample from a piecewise stochastic process. Appending these corrections to the predictive model incorporates hidden residual dynamics, resulting in improved forecasting performance. Numerical experiments demonstrate that this approach results in improved forecasting for the Lorenz 1963 model. In addition, comparisons are made between two types of corrections: Vector Difference and Gaussian. Vector Difference corrections provide the best computational efficiency and forecasting performance. To further justify the effectiveness of this approach it is successfully applied to more complex systems such as Lorenz for various chaotic parameterizations, coupled Lorenz, and cubic Lorenz.

PMID:39964695 | DOI:10.1063/5.0242061

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Nevin Manimala Statistics

Abortion Changes Among Residents of an Abortion Rights Protective State

JAMA Netw Open. 2025 Feb 3;8(2):e2460460. doi: 10.1001/jamanetworkopen.2024.60460.

NO ABSTRACT

PMID:39964687 | DOI:10.1001/jamanetworkopen.2024.60460

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Nevin Manimala Statistics

Chlorhexidine vs Routine Foot Washing to Prevent Diabetic Foot Ulcers: A Randomized Clinical Trial

JAMA Netw Open. 2025 Feb 3;8(2):e2460087. doi: 10.1001/jamanetworkopen.2024.60087.

ABSTRACT

IMPORTANCE: Foot ulcers are a common and feared complication for people with diabetes because 20% of foot ulcers become infected and lead to a lower extremity amputation.

OBJECTIVE: To evaluate the effect of daily foot care using chlorhexidine wipes vs soap-and-water wipes for 1 year on the risk of developing new foot complications in veterans with diabetes.

DESIGN, SETTING, AND PARTICIPANTS: This double-blind, placebo-controlled, phase 2b randomized clinical trial was conducted at the Baltimore Veterans Affairs (VA) Medical Center between January 2019 to January 2023. Veterans were eligible if they had a diabetes diagnosis, were at high risk for diabetic foot complications, were ambulatory, had both feet, and did not have a current foot infection. Participants were randomly assigned 1:1 to receive either soap-and-water wipes (control group) or 2% chlorhexidine wipes (chlorhexidine group). Intention-to-treat data analysis was conducted from October 5, 2023, to April 24, 2024.

INTERVENTION: Daily use of a 2% chlorhexidine wipe or a soap-and-water wipe on the feet for 1 year. Wipes were nearly identical in color, size, shape, thickness, feel, and scent. Both chlorhexidine and control groups received the same lotion for application on the feet after wipe use and education on foot self-care.

MAIN OUTCOMES AND MEASURES: The primary outcome was time in days from randomization to new foot complication, including chronic foot ulcer, foot infection, or foot amputation.

RESULTS: A total of 175 participants (170 males [97%]; mean [SD] age at enrollment, 68 [9] years; 1 Asian [1%], 117 Black or African American [67%], 53 White [30%] individuals) were randomly assigned to the chlorhexidine group (n = 88) or the control group (n = 87). Twelve participants (14%) in the chlorhexidine group and 14 participants (16%) in the control group developed a new foot complication within 1 year. Median (IQR) time from randomization to development of a new foot complication was 232 (115-315) days. The reduction in hazard of new foot complications in the chlorhexidine group compared with the control group was not significant (hazard ratio, 0.83; 95% CI, 0.39-1.80). The intervention was well tolerated, with 145 participants (83%) continuing it over the study period. Sixty adverse events occurred, but none was related to the study products or procedures.

CONCLUSIONS AND RELEVANCE: This randomized clinical trial found that daily use of chlorhexidine wipes for foot washing for 1 year did not lead to a significant reduction in the risk of new foot complications compared with daily use of soap-and-water wipes. The intervention was well tolerated, and the trial provides important lessons for future studies on diabetic foot ulcer prevention.

TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT03503370.

PMID:39964684 | DOI:10.1001/jamanetworkopen.2024.60087

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Nevin Manimala Statistics

Pathogenic Germline Variants in Patients With Metaplastic Breast Cancer

JAMA Netw Open. 2025 Feb 3;8(2):e2460312. doi: 10.1001/jamanetworkopen.2024.60312.

ABSTRACT

IMPORTANCE: Metaplastic breast cancer (MpBC) is a rare, heterogeneous disease often associated with inferior outcomes. A growing body of literature describes the clinical and molecular features of MpBC, yet limited data describe the pathogenic germline variants (PGVs) in breast cancer susceptibility genes among affected individuals.

OBJECTIVE: To examine the frequency and types of PGVs in breast cancer genes among patients with MpBC.

DESIGN, SETTING, AND PARTICIPANTS: This is a descriptive retrospective cohort study of patients who received a diagnosis of MpBC at the University of Pennsylvania between January 2010 and May 2023. Electronic medical records were reviewed for demographic, clinicopathologic, and germline genetic testing information. Germline variant status was independently confirmed by a licensed genetic counselor and a physician with expertise in genetics. MpBC diagnosis and subtype were confirmed by a breast pathologist. Participants were identified via query of an institutional pathology database for reports signed between January 2010 and May 2023 including the term metaplastic. Among 320 initially obtained reports, 272 individuals had confirmed MpBC and were included in the study.

EXPOSURE: Germline genetic testing to investigate the presence of PGVs in breast cancer susceptibility genes.

MAIN OUTCOMES AND MEASURES: The primary outcome measurement was the prevalence of PGVs in breast cancer susceptibility genes among participants. The hypothesis that individuals with MpBC have an enrichment of PGVs in genes associated with inherited breast cancer risk was formulated before data collection.

RESULTS: The total sample size was 272 women, and the median age at diagnosis was 58 years (range, 20-102 years); all were biological female patients; 143 of 272 (52.6%) had documentation of germline genetic testing; and participants with testing were significantly younger than those without (median age, 53 years [range, 20-79 years] vs 63 years [range, 29-102 years]; P < .001). Of the 143 patients, 24 (16.8%) had a PGV in a breast cancer susceptibility gene (BRCA1, n = 17; BRCA2, n = 5; PALB2, n = 1; CHEK2, n = 1). Patients with PGV-associated MpBC received a diagnosis at a younger age than those with sporadic disease, but there were no significant differences in hormone receptor positivity, ERBB2 status, or metaplastic subtype.

CONCLUSIONS AND RELEVANCE: In this cohort study of patients with MpBC, a substantial proportion of clinically tested patients had a PGV in a breast cancer susceptibility gene, most commonly BRCA1. Germline testing was high yield in patients with MpBC, many of whom would be included in current germline testing eligibility criteria.

PMID:39964682 | DOI:10.1001/jamanetworkopen.2024.60312

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Nevin Manimala Statistics

Pulmonary Embolism-Related Mortality in Patients With Cancer

JAMA Netw Open. 2025 Feb 3;8(2):e2460315. doi: 10.1001/jamanetworkopen.2024.60315.

ABSTRACT

IMPORTANCE: Acute pulmonary embolism (PE) is a major cause of morbidity and mortality in patients with cancer in the US and worldwide.

OBJECTIVES: To assess the trends in PE-related mortality from 2011 to 2020 among US patients with cancer across age, sex, ethnic and racial groups, urbanicity, and regionality.

DESIGN, SETTING, AND PARTICIPANTS: This cohort study used the Centers for Disease Control and Prevention Wide-Ranging Online Data for Epidemiologic Research data system to determine national trends in age-adjusted mortality rates (AAMRs) due to acute PE among US patients with cancer aged 15 years or older from January 2011 to December 2020. Concomitant trends in cancer mortality and incidence that may have contributed to PE-related mortality were obtained from US Cancer Statistics. Data were analyzed from September to November 2024.

EXPOSURE: PE-related mortality.

MAIN OUTCOMES AND MEASURES: The primary outcome was PE-related deaths among individuals with cancer. AAMRs and cancer incidence were assessed using joinpoint regression modeling, expressed as an average annual percentage change (AAPC) with relative 95% CIs.

RESULTS: From 2011 to 2020, a total of 27 280 194 individuals aged 15 years or older (13 897 519 male [50.9%]; 13 382 675 female [49.1%]) died in the US. The AAMR for PE-related mortality in patients with cancer increased during this time period (AAPC, 2.5%; 95% CI, 1.4% to 3.6%; P = .001), without differences between sexes (P for parallelism = .38). The AAMR increased among those aged 15 to 64 years (AAPC, 3.2%; 95% CI, 1.9% to 4.6%; P = .001), non-Hispanic and non-Latinx White individuals (AAPC, 2.7%; 95% CI, 1.52% to 3.94%; P = .001), non-Hispanic and non-Latinx Black or African American individuals (AAPC, 2.2%; 95% CI, 0.7% to 3.7%; P = .001), Hispanic and Latinx individuals (AAPC, 2.6%; 95% CI, 0.7% to 4.5%; P = .006), and among individuals residing in the Southern US (AAPC, 3.7%; 95% CI, 1.3% to 6.2%; P = .003). During the same period, age-adjusted cancer incidence and cancer-related mortality decreased while the absolute number of new cancer diagnoses and cancer-related deaths increased.

CONCLUSIONS AND RELEVANCE: This cohort study found that despite decreases in cancer-related mortality rates, age-adjusted PE-related mortality in US patients with cancer increased over the last decade; concerning trends included rising PE-related mortality in younger individuals aged 15 to 64 years, particular ethnic and racial groups, and the Southern region of the US. Recognition of such patterns may inform further research into thromboprophylaxis and treatment of PE as a complication of cancer and cancer-directed therapy.

PMID:39964681 | DOI:10.1001/jamanetworkopen.2024.60315

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Nevin Manimala Statistics

A Spanish-Language Patient-Reported Outcome Measure for Trust in Pregnancy Care Clinician

JAMA Netw Open. 2025 Feb 3;8(2):e2460465. doi: 10.1001/jamanetworkopen.2024.60465.

ABSTRACT

IMPORTANCE: Despite the importance of patient trust in health care, there are no patient-reported outcome measures (PROMs) for trust in their clinician that have been developed empirically in Spanish, which is the second most common language in the US.

OBJECTIVE: To develop and validate a Spanish-language PROM for trust in pregnancy care clinician.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study used a national online panel of patients who reported a Spanish language preference and had limited English proficiency and were currently pregnant or had given birth within the 12 months before the survey. Participants resided in the United States, and data were collected from January to May 2024.

EXPOSURES: Participants had clinical interactions during pregnancy and/or postpartum care. Data collected included demographics, Confianza (Trust) Scale candidate items, and 4 measures for concurrent validity evidence: the Trust in Physician Scale (TPS), the Mothers on Respect Index, the Edinburgh Postpartum Depression Scale (EPDS), and the Patient-Reported Outcomes Measurement Information System Global 10.

MAIN OUTCOMES AND MEASURES: The main outcomes were psychometric properties of the Confianza scale and its association with validated scales (validity coefficients). Item response theory (IRT) analyses were conducted to evaluate the psychometric properties of the candidate items, select the best item subset for the Confianza scale, examine its correlation with other measures, and compare scores according to demographic characteristics.

RESULTS: Of the included 204 participants (mean [SD] age, 26 [7] years; 62 participants from South America [30%]; 32 participants from Mexico [16%]), 117 participants were pregnant (57%), and 87 were within 1-year post partum (43%) at the time of survey completion. Four items were removed based on exploratory factor analysis. Using results from IRT analysis on the remaining 12 items, 5 items were selected to represent communication, caring, competency, accompaniment, and overall trust for the final measure. The 5-item Confianza scale had high measurement precision, with reliability above 0.90 across a wide range of the trust continuum. The Confianza scale (mean [SD] score, 21.5 [4.6] out of 25) was positively correlated with the TPS (r = 0.47; 95% CI, 0.36 to 0.57; P < .001) and negatively correlated with the EPDS (r = -0.41; 95% CI, -0.52 to -0.29; P <.001). Higher trust scores were obtained when there was language concordance with clinicians (mean [SD], 23.6 [2.3] vs 20.0 [5.3]; P < .001) and care continuity (mean [SD], 22.3 [3.8] vs 20.9 [5.3]; P = .001).

CONCLUSIONS AND RELEVANCE: In this cross-sectional study of pregnant and postpartum Spanish-speaking individuals, a Spanish-language PROM for trust in pregnancy care clinician had initial validity.

PMID:39964680 | DOI:10.1001/jamanetworkopen.2024.60465

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Nevin Manimala Statistics

Tobacco and E-Product Use by US Adults With Disabilities

JAMA Netw Open. 2025 Feb 3;8(2):e2460471. doi: 10.1001/jamanetworkopen.2024.60471.

ABSTRACT

IMPORTANCE: Research on cumulative disabilities and tobacco use in the current tobacco landscape is lacking.

OBJECTIVE: To examine prevalence of tobacco use across cumulative disabilities within and across years among US adults.

DESIGN, SETTING, AND PARTICIPANTS: Representative cross-sectional surveys of the US adult (aged ≥18 years) civilian, noninstitutionalized population from the Population Assessment of Tobacco and Health (PATH) Study were compared across 2013 to 2014 (wave 1), 2016 to 2018 (wave 4), and 2022 to 2023 (wave 7). Age-adjusted estimates and change scores were compared using design-based significance tests. Data were analyzed from November 2023 and April 2024.

MAIN OUTCOMES AND MEASURES: Past 30-day use of tobacco (cigarette, electronic nicotine [e-product], traditional cigar, filtered cigar, cigarillo, pipe, hookah, and smokeless products); disability types (mobility, self-care, independent living, cognitive, hearing, and vision) summed to generate a 4-level cumulative disability measure (0, 1, 2, or ≥3).

RESULTS: In 2013 to 2014, among 32 314 participants at wave 1, 3110 participants were 65 years or older (18.2%), 15 993 (51.9%) were female, 5536 (15.2%) were Hispanic, 4496 (11.2%) were non-Hispanic Black, 19 295 (66.0%) were non-Hispanic White, and 2428 (7.5%) were another non-Hispanic race. A total of 32 314 adults were included in 2013 to 2014, 33 638 in 2016 to 2018, and 30 681 in 2022 to 2023. In 2013 to 2014, any tobacco use prevalence for those with no disabilities was 25.4% (95% CI, 24.7% to 26.1%), while prevalence was 40.2% (95% CI, 38.6% to 41.8%), 48.9% (95% CI, 45.4% to 52.5%), and 51.8% (95% CI, 48.6% to 55.0%) for those with 1, 2, and 3 or more disabilities, respectively. Any tobacco, cigarette, e-product, cigarillo, filtered cigar, and pipe use were consistently higher among those with multiple disabilities compared with those with 0 or 1 disability. Prevalence was highest among those with 3 or more disabilities for all products. Tobacco use declined over time, except e-product use increased. However, not all declines in prevalence between 2013 to 2014 and 2022 to 2023 were significant among those with 3 or more disabilities. The declines for those who used any tobacco (-4.6%; 95% CI, -8.7% to -0.6%) and cigarettes (-8.9%; 95% CI, -12.7% to -5.1%) were small, and increases in e-product use were large (4.6%; 95% CI, 1.0% to 8.3%) for those with 3 or more disabilities compared with other groups.

CONCLUSIONS AND RELEVANCE: In this survey study, disparities in tobacco use existed across cumulative disabilities. Despite declines in tobacco use over time, differences in use across cumulative disabilities persisted or worsened, especially among those with 3 or more disabilities. Targeted prevention, screening, and cessation efforts inclusive of multiple products are needed.

PMID:39964679 | DOI:10.1001/jamanetworkopen.2024.60471

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Nevin Manimala Statistics

Bayesian Hierarchical Penalized Spline Models for Immediate and Time-Varying Intervention Effects in Stepped Wedge Cluster Randomized Trials

Stat Med. 2025 Feb 28;44(5):e10304. doi: 10.1002/sim.10304.

ABSTRACT

Stepped wedge cluster randomized trials (SWCRTs) often face challenges related to potential confounding by time. Traditional frequentist methods may not provide adequate coverage of an intervention’s true effect using confidence intervals, whereas Bayesian approaches show potential for better coverage of intervention effects. However, Bayesian methods remain underexplored in the context of SWCRTs. To bridge this gap, we propose two innovative Bayesian hierarchical penalized spline models. Our first model accommodates large numbers of clusters and time periods, focusing on immediate intervention effects. To evaluate this approach, we compared this model to traditional frequentist methods. We then extend our approach to account for time-varying intervention effects, conducting a comprehensive comparison with an existing Bayesian monotone effect curve model and alternative frequentist methods. The proposed models were applied in the Primary Palliative Care for Emergency Medicine stepped wedge trial to evaluate the effectiveness of the intervention. Through extensive simulations and real-world application, we demonstrate the robustness of our proposed Bayesian models. Notably, the Bayesian immediate effect model consistently achieves the nominal coverage probability, providing more reliable interval estimations while maintaining high estimation accuracy. Furthermore, our proposed Bayesian time-varying effect model represents a significant advancement over the existing Bayesian monotone effect curve model, offering improved accuracy and reliability in estimation while also achieving higher coverage probability than alternative frequentist methods. To the best of our knowledge, this marks the first development of Bayesian hierarchical spline modeling for SWCRTs. Our proposed models offer promising tools for researchers and practitioners, enabling more precise evaluation of intervention impacts.

PMID:39964677 | DOI:10.1002/sim.10304