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Nevin Manimala Statistics

Low- and high-tech AAC approaches in severe acquired brain injury: an exploratory pilot study

Disabil Rehabil Assist Technol. 2026 Feb 22:1-11. doi: 10.1080/17483107.2026.2632735. Online ahead of print.

ABSTRACT

Acquired brain injury (ABI) is a major cause of long-term cognitive and communication impairments and is frequently associated with complex communication needs. Augmentative and alternative communication (AAC) interventions are commonly used to support communication in individuals with severe acquired brain injury (SABI), yet evidence regarding their cognitive and neurophysiological effects remains limited. This pilot feasibility and exploratory study examined preliminary effects of low- and high-tech AAC interventions on cognitive, communicative, functional, and neurophysiological outcomes in individuals with SABI. Twenty participants were quasi-randomly assigned to an experimental group (EG) receiving high-tech AAC (Grid 3) or a control group (CG) receiving low-tech AAC. Cognitive functioning, functional independence, communication abilities, and P300 event-related potential latency were assessed at baseline and post-intervention. Non-parametric statistics were applied due to the small sample size. Within-group changes were examined using Wilcoxon signed-rank tests, and exploratory between-group comparisons were conducted using Mann-Whitney U tests. Effect sizes with 95% confidence intervals were calculated, and Bonferroni correction was applied. Both groups showed significant within-group improvements in functional communication (EG p = 0.007, CG p = 0.014). The EG demonstrated significant gains in cognitive functioning (p = 0.005) and reduced P300 latency (p = 0.003), whereas no significant changes were observed in the control group. Changes in functional independence were modest and not statistically significant in either group. These findings support the feasibility of AAC interventions in SABI and suggest potential benefits for communication and selected cognitive processes. Larger randomised studies are needed to clarify comparative effects and mechanisms.

PMID:41723848 | DOI:10.1080/17483107.2026.2632735

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Nevin Manimala Statistics

Optimal Duration of Adjuvant Targeted-Immunotherapy in Patients with Initially Unresectable HCC with PVTT Following Successful Conversion Therapy

Oncologist. 2026 Feb 22:oyag054. doi: 10.1093/oncolo/oyag054. Online ahead of print.

ABSTRACT

BACKGROUND: The management of initially unresectable hepatocellular carcinoma (HCC) with portal vein tumor thrombus (PVTT) has been revolutionized by conversion therapy combining locoregional and systemic modalities. While successful downstaging followed by salvage surgery offers potential for cure, the optimal duration of postoperative adjuvant targeted-immunotherapy remains poorly defined. This multicenter study aimed to determine the relationship between adjuvant therapy duration and survival outcomes in this specific patient population.

METHODS: We conducted a retrospective cohort analysis of 124 patients with initially unresectable HCC and PVTT who achieved successful conversion using combined local-systemic therapy and subsequently underwent R0 resection at four tertiary medical centers between September 2019 and December 2022. Patients were stratified into four groups according to adjuvant targeted-immunotherapy duration: no adjuvant therapy (0 month, n = 26), short-term therapy (1-3 months, n = 28), medium-term therapy (4-6 months, n = 25), and extended therapy (≥7 months, n = 45). Primary endpoints were overall survival (OS) and progression-free survival (PFS), analyzed using Kaplan-Meier methods and Cox proportional hazards models.

RESULTS: With a median follow-up of 28.3 months, significant differences in both OS and PFS were observed among the four groups (both P < 0.0001). Compared to the no-adjuvant group, all treatment durations showed significant survival benefits, with hazard ratios of 0.49 (P = 0.004) for OS and 0.44 (P = 0.010) for PFS in the 1-3 month group, improving to 0.22 (P < 0.001) for OS and 0.15 (P < 0.001) for PFS in the 4-6 month group. Critically, the medium-term therapy (4-6 months) demonstrated statistical non-inferiority compared to extended therapy (≥7 months) for both OS (P = 0.85) and PFS (P = 0.30), establishing a clear efficacy plateau. Treatment-related adverse events were manageable and comparable across all duration groups.

CONCLUSIONS: This study provides compelling evidence that adjuvant targeted-immunotherapy duration significantly impacts survival outcomes in converted unresectable HCC patients with PVTT. The 4-6 month adjuvant regimen represents the optimal therapeutic window, maximizing survival benefits while avoiding unnecessary extended treatment. These findings should inform clinical practice and guide the design of future prospective trials.

PMID:41723827 | DOI:10.1093/oncolo/oyag054

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Nevin Manimala Statistics

Hands on for Health Equity: Simulation and Spaced Reflection in Graduate Medical Education

Acad Med. 2026 Feb 22:wvag047. doi: 10.1093/acamed/wvag047. Online ahead of print.

ABSTRACT

PROBLEM: To advance health equity, residents need preparation to address structural contributors to disparities and mitigate bias in clinical decision-making. Experiential learning around health equity, however, is lacking, and specialty-specific interventions often fail to reflect the interdisciplinary nature of clinical practice. This report describes an institution-wide longitudinal simulation-based health equity educational intervention for first-year residents, comprising experiential education on structural determinants of health (SDOH) and spaced reflection opportunities.

APPROACH: In 2024, first-year residents from all specialties at one academic medical center participated in two simulated encounters with standardized patients (SPs), followed by SP feedback, individual narrative reflection, and group debriefing, which leveraged visual arts-based exercises to generate dialogue. Three to six months later, residents reviewed recordings of their encounters and completed a semi-structured metacognitive activity. Surveys conducted before, immediately after, and 3-6 months after the simulations captured self-reported impacts on decision-making and communication in clinical encounters, understanding SDOH, and performance on the Multidimensional Cultural Humility Scale, which measures dimensions of intercultural interactions (e.g. openness, self-awareness).

OUTCOMES: Of 235 eligible residents, 216 participated. One hundred sixty-four, 116, and 130 consented to have their pre-, immediate post-, and interval- (3-6 months post) responses included for analysis. 99.1% (115) found programming quality to be high. Immediately after simulation experiences, there was a statistically significant improvement in participants’ cultural humility and confidence in addressing stigmatizing language, bias, and SDOH during patient encounters; communicating with diverse patients; and advocating for patients. At interval follow-up, most improvements were sustained; nearly 70% (89) found the experience had impacted their patient interactions.

NEXT STEPS: Next steps include offering advanced iterations of this experience to senior residents. Other institutions may replicate this activity with cases tailored to site-specific patient populations to give learners opportunities to practice equity-focused skills and signal organizational commitment to meeting their patient populations’ needs.

PMID:41723820 | DOI:10.1093/acamed/wvag047

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Nevin Manimala Statistics

Characterization of Individual Beef Cattle Water Intake

J Anim Sci. 2026 Feb 22:skag054. doi: 10.1093/jas/skag054. Online ahead of print.

ABSTRACT

Water intake (WI) in beef cattle is influenced by animal class, breed, production system, and environmental conditions, yet current models rely on limited, outdated data. We analyzed 130,000+ daily records of individual WI, dry matter intake (DMI), and body weight (BW) across 10 breeds from grazing and drylot systems over five years. WI varied significantly by class (P < 0.001), with bulls consuming the most water (25.62 ± 0.03 L/day), followed by heifers (23.21 ± 0.07 L/day) and steers (21.83 ± 0.06 L/day), but heifers and steers had higher WI per 100 kg BW (P < 0.001). Breed effects were also significant (P < 0.001), with Red Angus and Limousin exhibiting the highest weight-adjusted WI. Drylot cattle drank more than grazing cattle (24.66 vs. 21.60 L/day; P < 0.001). WI increased with heat load; animals in THI ≥ 90 consumed 8.47 ± 0.03 L/100 kg BW compared to 5.53 ± 0.01 in THI < 72. However, relationships between WI and BW or DMI were weak (R2 = 0.06). These results challenge assumptions embedded in current recommendations (e.g., NASEM 2016) and highlight the need for individualized, context-sensitive models. Our findings support future efforts in water-efficient selection, climate resilience, and sustainable beef production.

PMID:41723815 | DOI:10.1093/jas/skag054

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Nevin Manimala Statistics

Statistical considerations in machine learning-based prediction of early childhood caries

Eur Arch Paediatr Dent. 2026 Feb 22. doi: 10.1007/s40368-026-01189-9. Online ahead of print.

NO ABSTRACT

PMID:41723796 | DOI:10.1007/s40368-026-01189-9

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Nevin Manimala Statistics

Economic burden of advanced non-small cell lung cancer (NSCLC): a systematic literature review

J Med Econ. 2026 Dec;29(1):433-454. doi: 10.1080/13696998.2026.2623789. Epub 2026 Feb 22.

ABSTRACT

AIMS: A systematic review of the economic burden of advanced non-small-cell lung cancer (NSCLC).

METHODS: Articles from 2011 onwards reporting the economic burden of locally advanced (stage IIIB/C)/metastatic (stage IV) NSCLC were identified through systematic and supplementary searches. Outcomes included hospitalizations, emergency department (ED) and outpatient visits, and direct and indirect costs, amongst others.

RESULTS: Across 50 publications (43 studies), patients with advanced NSCLC had high rates of healthcare resource utilization (HCRU), with most reporting hospitalization (ranging from 13.0% to 98.2% of patients), ED visits (2.5% to 83.1%), outpatient visits (74.6% to 100.0%), and diagnostic or monitoring tests (45.9% to 92.0%). HCRU (hospitalizations, ED visits and pharmacy visits) appeared to be lower with immunotherapy as compared to chemotherapy. Brain/central nervous system (CNS) metastases were the major clinical factor influencing HCRU. Mean direct costs ranged from US$5,647 (Brazil) to US$158,908 (US) over 12-24 months, and were generally higher in the US, Korea, Germany, and the UK (vs. Brazil, France, and Italy). The main direct cost drivers were drug-related costs (9.5-76.0% of total), overall outpatient costs (39-70.6%), and inpatient costs (5.0-58.1%). Costs were higher for chemotherapy than for immunotherapy. In China, indirect medical costs were US$1,413 per case. In general, mean total healthcare costs were higher for metastatic disease. Disease severity/diagnosis, presence of brain/CNS metastases, targeted therapy and chemotherapy (vs. immunotherapy) and the presence of comorbidities were the main factors influencing higher costs.

LIMITATIONS AND CONCLUSIONS: Patients with advanced NSCLC had high rates of HCRU, and costs were substantial, though varying greatly across countries. HCRU and costs were higher in patients with brain/CNS metastases. Since this was a qualitative review, no formal quantitative synthesis was attempted. Costs reported in different currencies and heterogeneity across studies limited comparability. Finally, a single reviewer extracted data.

PMID:41723781 | DOI:10.1080/13696998.2026.2623789

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Nevin Manimala Statistics

Dermoscopy of Prurigo Nodularis/Lichen Simplex Chronicus of the Scalp: A Comparative Observational Study in Fair and Dark Skin

Dermatol Ther (Heidelb). 2026 Feb 22. doi: 10.1007/s13555-026-01672-7. Online ahead of print.

ABSTRACT

INTRODUCTION: Although recognition of prurigo nodularis (PN) and lichen simplex chronicus (LSC) of the scalp is usually straightforward, they may sometimes pose difficulties in terms of differential diagnosis with other similar dermatoses. The aim of this observational retrospective study was to assess dermoscopic features of PN and LSC of the scalp across fair- and dark-skinned individuals and compare them with those of clinical mimickers.

METHODS: Fair-skinned (Fitzpatrick phototypes I-III) and dark-skinned (Fitzpatrick phototypes IV-VI) patients with a histological diagnosis of PN/LSC of the scalp, along with controls, were considered. All the images were randomly evaluated by two independent investigators to identify findings according to standardized criteria. Interobserver agreement was evaluated through Cohen’s kappa coefficient, while Fisher’s exact test with p value set at 0.01 was used for comparative analyses between cases and controls.

RESULTS: The study included 79 cases, including 40 instances of PN/LSC of the scalp (27 with fair skin and 13 with dark skin) and 39 controls. The most common dermoscopic findings (> 1/3 of cases) of PN/LSC in both light and dark phototypes included sparse follicular plugs, broken hairs, purple structureless areas, broom-like hairs, and erosions. Additionally, purple dots, perivascular white halo and dotted vessels with unspecific distribution were also common in fair skin, while white lines (peripheral-radial) and structureless areas turned out to be as frequent in dark skin. Comparative analysis showed that dotted vessels, follicular plugs, broken hairs, broom-like hairs, purple structureless areas, and perivascular white halo were more common compared to control in light phototypes, whereas only erosions, peripheral white lines, and purple structureless areas reached statistical significance in dark-skinned patients (p < 0.01). Kappa values were 0.88 and 0.81 for fair and dark skin, respectively.

CONCLUSION: Dermoscopy is a valuable adjunct in the non-invasive diagnosis of PN and LSC of the scalp, with good reproducibility across skin phototypes.

PMID:41723776 | DOI:10.1007/s13555-026-01672-7

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Upadacitinib for Atopic Dermatitis Involving Special and Sensitive Areas: Real-World Multicenter Outcomes in Hand, Head/Neck, and Genital Involvement

Dermatol Ther (Heidelb). 2026 Feb 22. doi: 10.1007/s13555-026-01690-5. Online ahead of print.

ABSTRACT

INTRODUCTION: Atopic dermatitis (AD) involving special areas such as the hands, head and neck, and genital region poses important therapeutic challenges owing to distinct barrier fragility, environmental exposure, and mixed Th1/Th2/Th17 activation. These sites often drive treatment escalation despite limited overall body surface involvement. Evidence on the real-world effectiveness of upadacitinib in these anatomical locations remains limited.

METHODS: A retrospective, observational multicenter study was conducted across five Spanish dermatology departments (November 2024 to November 2025). Adults and adolescents with moderate-to-severe AD and involvement of at least one special area treated with upadacitinib (15 or 30 mg) for ≥ 16 weeks were included. Disease severity was assessed using the Eczema Area and Severity Index (EASI), body surface area (BSA), pruritus numeric rating scale (NRS), Dermatology Life Quality Index (DLQI), Investigator’s Global Assessment (IGA), and local 0-4 Physician Global Assessment (PGA). Minimal disease activity (MDA) was defined as EASI ≤ 3 plus pruritus-NRS 0-1. Descriptive statistics were applied. Distribution-shift plots were used to analyze categorical changes in special areas.

RESULTS: Overall, 57 patients were included (mean age 47.9 ± 17.6 years, 59.6% women). Facial/neck, hand, and genital involvement were present in 73.7%, 61.4%, and 21.1% of patients, respectively; 31.9% had ≥ 2 special areas affected. Upadacitinib induced rapid improvement, with EASI decreasing from 18.9 to 2.7 at week 16 and 2.4 at week 52. MDA was reached by 61% at week 16 and 69% at week 52. Special-area PGA improved markedly across all sites.

CONCLUSIONS: Upadacitinib provided rapid, sustained, and clinically meaningful improvement in AD involving special areas, supporting its use in anatomically sensitive areas.

PMID:41723774 | DOI:10.1007/s13555-026-01690-5

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Nevin Manimala Statistics

Deciphering hydrogeochemical processes and groundwater suitability through multivariate and geochemical approaches in Madurai, Southern India

Environ Geochem Health. 2026 Feb 22;48(4):186. doi: 10.1007/s10653-026-03076-0.

ABSTRACT

Madurai, a rapidly growing urban center in South India, faces increasing freshwater demand due to urbanization. In line with Sustainable Development Goal 6 (clean water and sanitation), this study evaluates groundwater quality for drinking and agriculture, highlighting the need for sustainable water management. Fifty groundwater samples were collected and analyzed using standard hydrogeochemical methods to assess seasonal variations and distinguish natural from anthropogenic influences. Results show a significant increase in total dissolved solids (TDS), electrical conductivity (EC), and major ions during the post-monsoon (POM) season, suggesting enhanced mineral leaching and possible surface water contamination. Multivariate statistical analyses provided deeper insights into the relationships among hydrogeochemical variables. Principal component analysis (PCA) indicated a shift from geogenic to anthropogenic influences across seasons, while hierarchical cluster analysis (HCA) revealed greater spatial variability in pre-monsoon (PRM) samples, with POM samples showing more homogeneity due to dilution. Water Quality Index (WQI) analysis showed a seasonal decline in water quality, with more samples rated as ‘poor,’ ‘very poor,’ or ‘unfit’ for drinking in POM. While sodium adsorption ratio (SAR) remained within safe irrigation limits, other indices such as sodium percentage (Na%), permeability index (PI), and Kelly ratio (KR) suggested lower irrigation suitability in POM. Mineral saturation indices indicated continued undersaturation, implying ongoing aquifer mineral dissolution. These findings underscore the need for sustained groundwater monitoring and effective management to safeguard water quality. Achieving SDG 6 requires proactive measures amid growing environmental and anthropogenic pressures.

PMID:41723759 | DOI:10.1007/s10653-026-03076-0

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Statistical and anatomical refinements for spread-through-air-spaces-positive non-small cell lung cancer resection analysis

J Thorac Cardiovasc Surg. 2026 Feb 22:S0022-5223(26)00088-7. doi: 10.1016/j.jtcvs.2026.01.019. Online ahead of print.

NO ABSTRACT

PMID:41723743 | DOI:10.1016/j.jtcvs.2026.01.019