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Nevin Manimala Statistics

Rapid cultural adaptations for scalable dissemination of a single-session intervention among Polish and Ukrainian youth: An open pilot trial

Appl Psychol Health Well Being. 2026 Feb;18(1):e70099. doi: 10.1111/aphw.70099.

ABSTRACT

Adolescents across the globe experience increasing demands for care, and the mental health of Polish and Ukrainian youth is especially concerning, due to ongoing war and displacement. This study explores the acceptability, feasibility, and short-term effects of a digital, self-guided single-session intervention (SSI) for improving the mental health of Polish and Ukrainian youth, including Ukrainian refugees in Poland. A non-randomized, open pilot trial was conducted from March to June 2024, involving youth aged 10-18 years from Poland and Ukraine. Participants completed an SSI after cultural adaptations and translation into Polish and Ukrainian. Measures assessed hopelessness, self-hate, agency, perceived control, and acceptability. Statistical analyses included paired t-tests and effect size calculations to examine intervention effects. Among 176 Polish and 139 Ukrainian youth who began the intervention, completion rates were 80.7% and 62.6%, respectively. Polish participants exhibited significant improvements in hopelessness, self-hate, perceived control, and agency, while Ukrainian youth showed moderate improvements in perceived control but limited change in other mental health indicators. Acceptability ratings were high across all youth. Findings suggest SSIs hold potential as a scalable option for mental health care. However, the varied outcomes across the two groups highlight the need for further refinement, especially for displaced youth.

PMID:41562131 | DOI:10.1111/aphw.70099

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Nevin Manimala Statistics

2026 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association

Circulation. 2026 Jan 21. doi: 10.1161/CIR.0000000000001412. Online ahead of print.

ABSTRACT

BACKGROUND: The American Heart Association annually reports the most up-to-date statistics related to heart disease, stroke, and cardiovascular risk factors, including core health behaviors (smoking, physical activity, nutrition, sleep, and obesity) and health factors (cholesterol, blood pressure, glucose control, and cardiovascular-kidney-metabolic syndrome) that contribute to cardiovascular health. The 2026 Heart Disease and Stroke Statistics Update presents the latest data on a range of major clinical heart and circulatory disease conditions (including stroke, brain health, complications of pregnancy, kidney disease, congenital heart disease, rhythm disorders, sudden cardiac arrest, subclinical atherosclerosis, coronary heart disease, cardiomyopathy, heart failure, valvular disease, venous thromboembolism, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic costs).

METHODS: The American Heart Association, through its Epidemiology and Prevention Statistics Committee, continuously monitors and evaluates sources of data on heart disease and stroke in the United States and globally to provide the most current information available in the annual Statistics Update with review of published literature through the year before writing. The 2026 Statistics Update is the product of a full year’s worth of effort in 2025 by dedicated volunteer clinicians and scientists, committed government professionals, and American Heart Association staff members. This year’s edition includes a new chapter on cardiovascular-kidney-metabolic syndrome, as well as an expanded chapter on tobacco and nicotine use and exposure.

RESULTS: Each of the chapters in the Statistics Update focuses on a different topic related to heart disease and stroke statistics.

CONCLUSIONS: The Statistics Update represents a critical resource for the lay public, policymakers, media professionals, clinicians, health care administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.

PMID:41562125 | DOI:10.1161/CIR.0000000000001412

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Nevin Manimala Statistics

Childhood maltreatment, trauma, and pain: trauma-related symptoms as mediators in a high-risk group

Pain Rep. 2026 Jan 16;11(1):e1401. doi: 10.1097/PR9.0000000000001401. eCollection 2026 Feb.

ABSTRACT

INTRODUCTION: A history of childhood maltreatment (CM) and trauma-related symptoms has been associated with the development of pain conditions. Individuals raised in Residential Youth Care (RYC) often report significant exposure to CM, high rates of posttraumatic stress disorder (PTSD), and an increased risk for various adverse health outcomes, making them a high-risk group for pain symptoms. Objectives: This study examines the role of CM, trauma, and symptoms of PTSD and dissociation for pain indicators.

METHODS: As part of the 10-year follow-up project, N = 157 individuals (68.15% women) with a history of RYC were recruited. Pain symptoms were assessed using standardized questions from a large-scale population-based study in Norway, recording headache, pain lasting at least 3 months, pain intensity, as well as continuous muscle and joint pain. Childhood maltreatment was measured using the Maltreatment and Abuse Chronology of Exposure scale, and dissociative symptoms through self-report online survey. Trauma load and symptoms of PTSD were evaluated using clinician-administered interviews based on the PTSD Checklist, aligned with Diagnostic and Statistical Manual of Mental Disorders-5 criteria.

RESULTS: We confirmed associations between CM, trauma load and pain intensity, and body pain distribution in a high-risk group, while we did not find associations for headache. Symptoms of PTSD and dissociation predominantly mediated the relationship between CM/trauma load and pain symptoms.

CONCLUSION: A history of CM and trauma-related symptoms are crucial for understanding pain symptoms in individuals transitioning to adulthood after RYC. Posttraumatic stress disorder and dissociation symptoms may contribute to development and exacerbation of pain symptoms and may be a target for intervention.

PMID:41562117 | PMC:PMC12815552 | DOI:10.1097/PR9.0000000000001401

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Nevin Manimala Statistics

Persistent scapular dyskinesis after arthroscopic rotator cuff repair: a prospective study

JSES Int. 2025 Dec 2;10(2):101420. doi: 10.1016/j.jseint.2025.101420. eCollection 2026 Mar.

ABSTRACT

BACKGROUND: The supraspinatus plays a critical role in stabilizing the glenohumeral joint and facilitating arm elevation. The biomechanical disruption caused by supraspinatus tears changes the normal force couple balance between the deltoid and rotator cuff muscles, often resulting in superior migration of the humeral head and altered scapulohumeral rhythm (SHR). This study aims to prospectively compare the shoulder kinematics of patients preoperatively and after arthroscopic rotator cuff repair using magnetic inertial measurement units with a motion analysis system.

METHODS: A prospective study was conducted with data collection on 21 patients who underwent shoulder arthroscopy for rotator cuff tear repair. Preoperatively and at a minimum 12-month follow-up, each patient was evaluated using the range of motion (ROM) assessment and the Constant-Murley Score (CMS). Patients were examined using the ShowMotion 3D kinematic tracking system (NCS Lab, Modena, Italy), which uses wireless wearable noninvasive magnetic and inertial measurement units sensors to assess the three-dimensional kinematics of the shoulder. For each plane of elevation (ie, flexion and abduction), the SHR was described by 3 scapulothoracic rotations (ie, protraction-retraction, mediolateral rotation, and posterior-anterior tilting) as a function of humeral anteflexion or humeral abduction.

RESULTS: Active flexion and external rotation ROM showed statistically significant improvement (P = .039 and P = .006, respectively). CMS pain, strength, and total showed statistically significant improvement (P = .039 and P = .006, respectively). All the patients showed a nonstatistically significant difference of the SHR along the entire ROM between pre- and postoperative evaluation. The P value in flexion and abduction was >.05; the only statistically significant value was on tilt at 60° in flexion (P = .044).

CONCLUSION: A persistent scapular dyskinesis was observed after arthroscopic rotator cuff repair. Despite a statistically significant improvement reported for active flexion, active external rotation, and for the total CMS, scapular dyskinesis is not resolved with surgery and may contribute to worse long-term outcomes. Further biomechanical and clinical research studies are needed to define specific rehabilitation programs, to maximize outcomes, and to prevent possible cause of reinjury of the rotator cuff repaired.

PMID:41562109 | PMC:PMC12814056 | DOI:10.1016/j.jseint.2025.101420

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Nevin Manimala Statistics

Do patients trust the tech? Exploring perception, confidence, and knowledge of innovations in shoulder arthroplasty

JSES Int. 2025 Dec 2;10(2):101415. doi: 10.1016/j.jseint.2025.101415. eCollection 2026 Mar.

ABSTRACT

BACKGROUND: As surgical technologies, such as three-dimensional preoperative planning, computer navigation, and augmented reality, become increasingly utilized in shoulder arthroplasty, questions remain about their value from the patient’s perspective. While education and patient interest have driven demand and technology adoption in hip and knee arthroplasty, their role in shoulder procedures remains unclear. This study aimed to evaluate patient perceptions of innovative technologies in shoulder arthroplasty and assess whether preoperative education influences confidence, satisfaction, and expectations.

METHODS: In this prospective observational study, 87 patients scheduled to undergo shoulder arthroplasty at a single institution completed a preoperative survey assessing demographics, baseline familiarity with surgical technologies, and perceptions of surgeon use of innovative tools prior to seeing their provider. Following this, patients then viewed a standardized educational video on the role of technology in shoulder arthroplasty. Postvideo responses measured changes in confidence, satisfaction, and outcome expectations. Statistical analysis included paired t-tests and analysis of variance to evaluate prepost changes and demographic associations.

RESULTS: Over half of patients (56.3%) were unfamiliar with innovative technologies at baseline, yet 60.9% reported increased confidence in surgeons using it. Most patients (66.7%) preferred the use of advanced planning technologies, though only 41.5% would choose a low-volume surgeon using these tools over a high-volume surgeon using conventional techniques. Improvements in confidence were significantly correlated with higher education and income levels (r = 0.31, P = .003). After viewing an educational video, patient confidence in their surgeon increased (P = .03), and expectations for improved outcomes (P < .001), fewer complications (P < .001), less pain (P < .001), and faster recovery (P < .001) significantly rose. Despite favorable perceptions, 62.1% of patients were unwilling to pay more, travel further, or wait longer to receive care involving innovative technologies.

CONCLUSION: Targeted preoperative education on surgical technology may improve patient confidence, strengthen perceptions of surgeon competency, and elevate expectations of care. While enthusiasm for advanced tools was observed following education, broader adoption may still be influenced by cost and accessibility. These findings support the role of brief, technology-focused education in enhancing the overall patient experience in shoulder arthroplasty.

PMID:41562108 | PMC:PMC12814059 | DOI:10.1016/j.jseint.2025.101415

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Nevin Manimala Statistics

Electromyography analysis of rotator cuff activation while driving

JSES Int. 2025 Dec 1;10(2):101411. doi: 10.1016/j.jseint.2025.101411. eCollection 2026 Mar.

ABSTRACT

BACKGROUND: A common concern of patients after rotator cuff repair is when they can drive. The purpose of this study is to evaluate the activation of the rotator cuff while driving to help guide surgeon recommendations.

METHODS: A computerized driving simulator was used by 16 volunteers who performed a series of turns with their hands in different positions on the steering wheel. Muscle activity of the supraspinatus, infraspinatus, and biceps was recorded using electromyography. Muscle activity was also recorded while closing the door, fastening the seat belt, and turning a key in the ignition and quantified by a board-certified electromyographer.

RESULTS: For the right supraspinatus, infraspinatus, and biceps muscles, there was statistically significant higher level of activation when the right hand was in the 12 o’clock position and the 3 o’clock position as compared with the 6 o’clock positions. This was the same for the left side with the left hand in the 12 o’clock and 9 o’clock positions compared to the 6 o’clock positions (P < .003). Activity of all muscles was minimal when the car door was closed with the opposite hand. Fastening the seat belt and turning the key in the ignition also demonstrated rotator cuff activation.

CONCLUSION: Rotator cuff activity during driving can be minimized by closing the door using the nonoperative arm and driving with the nonoperative arm in the 12 o’clock position with the operative arm at the side and holding the wheel at the 6 o’clock position.

PMID:41562106 | PMC:PMC12814054 | DOI:10.1016/j.jseint.2025.101411

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Nevin Manimala Statistics

Phlebotomus duboscqi gut microbiota dynamics in the context of Leishmania infection

Front Immunol. 2026 Jan 5;16:1717935. doi: 10.3389/fimmu.2025.1717935. eCollection 2025.

ABSTRACT

INTRODUCTION: The manipulation of the gut microbiota of disease vectors has emerged as a new approach to use in the integrated control of vector-borne diseases. For this purpose, a deep knowledge of their gut microbial communities is essential. To our knowledge, to date, no study has documented the gut microbiome dynamics of Phlebotomus duboscqi sand flies over the entire time-period required for the maturation of a Leishmania infection. Here, we address this limitation.

METHODS: P. duboscqi midguts were dissected both before and at different days after L. major infection and subjected to genomic DNA extraction followed by amplification of the V3-V4 hypervariable regions of the 16S rRNA, sequencing, and metagenomics analysis.

RESULTS: We observed a decrease in the number of Amplicon Sequence Variants (ASVs) early after infection, at D2, and late after infection, at D12. More so Sphingomonas, Ochrobactrum, and Serratia emerged as the most prevalent genera in relative terms, before, early after, and late after infection, respectively. These results translated into a separation between the 3 groups in the context of a beta diversity analysis, with statistical relevance. Importantly, we were able to establish Corynebacterium spp. and Enterococcus spp. as potential markers of non-infected and infected sand flies, respectively, as well as Streptococcus spp., Sphingomonas spp., Ralstonia spp., and Abiotrophia spp. as potential specific markers of late infections (ANCOM-BC analysis).

DISCUSSION: Overall, we show that the composition of the gut microbiota of P. duboscqi sand flies changes significantly over the course of an infection with L. major parasites.

PMID:41562094 | PMC:PMC12812887 | DOI:10.3389/fimmu.2025.1717935

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Patient-reported improvements from use of IMC-2 alone and IMC-2 and Paxlovid® in a Long COVID cohort: a case series

Front Immunol. 2026 Jan 5;16:1698271. doi: 10.3389/fimmu.2025.1698271. eCollection 2025.

ABSTRACT

INTRODUCTION: Long COVID (LC) is an infection-associated chronic condition and illness (IACCI) with no currently approved treatments. In order to address SARS-CoV-2 persistence and herpesvirus reactivation, which have been implicated as drivers of LC, sustained use of antiviral combinations may be useful in treating patients with the illness.

METHODS: A convenience sample of patients undergoing an extended course of antiviral therapy was studied. Patients received either 120 days of IMC-2 only (IO) or 120 days of IMC-2 with the addition of 15 days of Paxlovid (IP), prescribed off-label at an outpatient clinic for people with LC. The Patient Global Impression of Change (PGIC) was used to measure therapy response over time, with primary focus on fatigue and secondary focus on brain fog and dysautonomia. Visual analog scales (VAS) were also used to track perceived symptom improvements.

RESULTS: A total of 27 people with LC were approached for treatment, of whom 24 completed one or both protocols. Twelve received the IO protocol, and 12 received the continuous IP combination. Both groups reported reductions in fatigue on the PGIC, but participants receiving IP experienced a statistically significant improvement compared with those receiving IO (p < 0.0001). Similarly, using a VAS, patients in the IP group reported an average 55.3% (p < 0.0001) greater reduction in fatigue than the IO group. Participants who completed the IP intervention demonstrated durable clinical benefit, with symptom improvements remaining consistent at 120-, 305-, and 731-day follow-ups.

DISCUSSION: This small, open-label case series provides pilot evidence supporting the need for a larger trial of combination antivirals for people living with LC. Based on these results, a larger, controlled trial of IMC-2 paired with Paxlovid is recommended.

PMID:41562079 | PMC:PMC12812670 | DOI:10.3389/fimmu.2025.1698271

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Nevin Manimala Statistics

Serum visfatin in multiple sclerosis: distinct profiles in healthy controls, naive patients, and treated RRMS

Front Immunol. 2026 Jan 5;16:1641260. doi: 10.3389/fimmu.2025.1641260. eCollection 2025.

ABSTRACT

AIM: This study aimed to evaluate serum visfatin levels in treated patients with Relapsing-Remitting Multiple Sclerosis (RRMS) (PwMS) receiving disease-modifying therapy (DMT) and in naive MS patients (nMS), and to investigate their association with clinical characteristics, treatment status, and disease activity, including NEDA-3 status.

METHODS: A total of 45 PwMS under treatment at least 1 year, 20 nMS patients, and 44 age- and sex-matched healthy controls (HC) were included. Clinical and demographic data were recorded. Serum visfatin, lipid profiles, inflammatory markers, and vitamin levels were measured. Visfatin levels were compared not only between treated and naive MS patients but also within the treated group according to NEDA-3 status and treatment type (first-line vs. second-line disease-modifying therapy). Statistical analyses were performed to assess group differences and correlations.

RESULTS: Visfatin levels differed significantly across the three groups (Kruskal-Wallis H = 19.701, p < 0.001). Pairwise comparisons revealed significant differences between all groups: the control group had higher visfatin levels than both the nMS (p < 0.001) and PwMS (p = 0.006). The treated group also showed higher visfatin levels compared to the naive MS group (p = 0.014). Among PwMS visfatin levels were lower than in healthy controls (p = 0.006). Among PwMS patients, those meeting the NEDA-3 criteria had lower visfatin levels and EDSS scores compared with non-NEDA patients (p = 0.008 and p = 0.006, respectively). No significant correlation was found between visfatin and relapse count or EDSS. LDL and total cholesterol levels were significantly higher in patients receiving fingolimod.

CONCLUSION: Across the three groups, visfatin levels differed significantly, with healthy controls showing the highest levels, followed by PwwMS, and the lowest levels observed in nMS patients. Lower serum visfatin levels in stable treated MS patients may reflect reduced inflammatory burden and effective immunomodulation. These findings suggest that visfatin could serve as a potential biomarker for treatment response in MS. Nevertheless, longitudinal studies including larger cohorts of naive patients are needed to clarify visfatin’s regulatory role in MS pathophysiology and its interaction with disease-modifying therapies.

PMID:41562070 | PMC:PMC12812522 | DOI:10.3389/fimmu.2025.1641260

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JOINT MODELING FOR LEARNING DECISION-MAKING DYNAMICS IN BEHAVIORAL EXPERIMENTS

Ann Appl Stat. 2025 Dec;19(4):3372-3393. doi: 10.1214/25-aoas2112. Epub 2025 Dec 5.

ABSTRACT

Major depressive disorder (MDD), a leading cause of disability and mortality, is associated with reward-processing abnormalities and concentration issues. Motivated by the probabilistic reward task from the Establishing Moderators and Biosignatures of Antidepressant Response in Clinical Care (EMBARC) study, we propose a novel framework that integrates the reinforcement learning (RL) model and drift-diffusion model (DDM) to jointly analyze reward-based decision-making with response times. To account for emerging evidence suggesting that decision-making may alternate between multiple interleaved strategies, we model latent state switching using a hidden Markov model (HMM). In the engaged state, decisions follow an RL-DDM, simultaneously capturing reward processing, decision dynamics, and temporal structure. In contrast, in the lapsed state, decision-making is modeled using a simplified DDM, where specific parameters are fixed to approximate random guessing with equal probability. The proposed method is implemented using a computationally efficient generalized expectation-maximization (EM) algorithm with forward-backward procedures. Through extensive numerical studies, we demonstrate that our proposed method outperforms competing approaches across various reward-generating distributions, under both strategy-switching and non-switching scenarios, as well as in the presence of input perturbations. When applied to the EMBARC study, our framework reveals that MDD patients exhibit lower overall engagement than healthy controls and experience longer responses when they do engage. Additionally, we show that neuroimaging measures of brain activities are associated with decision-making characteristics in the engaged state but not in the lapsed state, providing evidence of brain-behavior association specific to the engaged state.

PMID:41562021 | PMC:PMC12814034 | DOI:10.1214/25-aoas2112