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Nevin Manimala Statistics

Cross-education via contralateral-limb balance training improves gait speed and sagittal-plane knee motion after anterior cruciate ligament reconstruction: a randomized controlled trial

BMC Sports Sci Med Rehabil. 2026 Jul 11. doi: 10.1186/s13102-026-01878-4. Online ahead of print.

ABSTRACT

OBJECTIVE: This study examined whether contralateral-limb balance training, grounded in cross-education theory, enhances gait speed and reconstructed-knee kinematics during early postoperative recovery from anterior cruciate ligament reconstruction (ACLR).

METHODS: A single-blind randomized controlled trial enrolled 40 patients 5-6 weeks post-ACLR, randomized 1:1 to an experimental group (n = 20; contralateral-limb balance training plus conventional rehabilitation) or a control group (n = 20; conventional rehabilitation alone), for 6 weeks (three sessions per week). Lower-limb kinematics during walking were captured using a Vicon three-dimensional motion-capture system, quantifying gait speed and knee-joint range of motion (ROM), peak angular velocity, and peak angular acceleration in the sagittal, coronal, and transverse planes. Data were analyzed using generalized estimating equations (GEE), with analysis of covariance (ANCOVA) examining whether gait-speed changes confounded the kinematic outcomes.

RESULTS: The groups showed no baseline differences (all P > 0.05). Gait speed increased in both (both P < 0.001), with a significant time × group interaction favoring the experimental group (χ² = 11.98, P < 0.001; Hodges-Lehmann estimate 0.08 m/s, 95% CI 0.05-0.11). Sagittal-plane knee ROM likewise improved more in the experimental group (interaction χ² = 9.79, P = 0.002; mean difference 8.97°, 95% CI 5.40-12.54°; d = 1.61). No significant interactions emerged for coronal or transverse ROM, or for peak angular velocity or acceleration in any plane (all P > 0.05). ANCOVA showed that the sagittal-ROM advantage persisted after adjustment for gait-speed change (P = 0.002), indicating an independent benefit, whereas an apparent sagittal peak-angular-velocity advantage disappeared after adjustment (P = 0.165). Against available cross-population minimal clinically important difference (MCID) values (no ACLR-specific standards exist), the gait-speed difference fell below the multi-pathology range (0.10-0.20 m/s), whereas the sagittal-ROM difference exceeded the chronic-stroke reference (8.48°), although its 95% CI lower bound did not.

CONCLUSION: Contralateral-limb balance training, as an adjunct to conventional rehabilitation, yielded greater improvements in gait speed and sagittal-plane knee ROM following ACLR, with the ROM benefit being independent of concurrent gait-speed gains. Kinematic gains were confined to the sagittal plane. Because the between-group differences did not consistently exceed existing MCID thresholds, these findings are statistically robust but of questionable clinical importance, necessitating larger studies and ACLR-specific MCID benchmarks.

TRIAL REGISTRATION: Chinese Clinical Trial Registry, ChiCTR2400087325. Registered on 25 July 2024.

PMID:42436504 | DOI:10.1186/s13102-026-01878-4

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Frailty may confound the association between MASLD and cardiovascular mortality in people with cardiometabolic risk factors

Cardiovasc Diabetol. 2026 Jul 11. doi: 10.1186/s12933-026-03284-z. Online ahead of print.

ABSTRACT

BACKGROUND: While metabolic dysfunction-associated steatotic liver disease (MASLD) has been consistently associated with increased cardiovascular risk in the general population, its association with cardiovascular disease (CVD) mortality in adults with established cardiometabolic risk factor (including obesity, hypertension, diabetes mellitus, or dyslipidemia) remains inconsistent. We aimed to determine whether frailty confounds the MASLD-CVD mortality association.

METHODS: We analyzed 10,413 US NHANES III adults with ≥ 1 cardiometabolic risk factor. Frailty was quantified using a 49-item frailty index (FI, ranging from 0 [maximal robustness] to 1 [severe frailty]) and categorized into quartiles. Associations between MASLD and CVD mortality were assessed using multivariable Cox proportional hazards models with and without frailty adjustment. Interaction and mediation analyses were also performed.

RESULTS: Over a mean follow-up of 23.36 years, 1,375 (13.20%) CVD deaths occurred. Frailty was significantly associated with both MASLD and CVD mortality. There was no evidence of interaction between MASLD and frailty, and mediation analysis showed no indirect effect of MASLD on CVD mortality through frailty. In absence of frailty adjustment, MASLD was not associated with CVD mortality (HR = 0.92, 95% CI: 0.78-1.10). After adjustment for frailty, MASLD was independently associated with higher CVD mortality (HR = 1.19, 95% CI: 1.07-1.32). Stratified by FI quartiles, significant associations were observed only in the higher frailty quartiles (Q3: HR = 1.35, 95% CI: 1.03-1.77; Q4: HR = 1.70, 95% CI: 1.07-2.69). The population attributable fraction of MASLD for CVD mortality was 10.1-12.5% after frailty adjustment.

CONCLUSIONS: Frailty may confound the MASLD-CVD mortality relationship in people with cardiometabolic risk factors. The association between MASLD and CVD mortality is detected only when frailty is adjusted for.

PMID:42436502 | DOI:10.1186/s12933-026-03284-z

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Nevin Manimala Statistics

The diagnosis and prognosis role of miR-155 in neonatal acute respiratory distress syndrome

BMC Pulm Med. 2026 Jul 11. doi: 10.1186/s12890-026-04439-0. Online ahead of print.

ABSTRACT

BACKGROUND: Neonatal acute respiratory distress syndrome (NARDS) can cause respiratory failure in newborns and even pose a threat to their lives, causing a heavy financial burden on families.

AIM: This study aims to explore the potential role of miR-155 as a diagnostic marker and prognostic predictor for NARDS.

METHODS: This study included 100 non-NARDS newborns and 100 NARDS newborns. The plasma miR-155 expression was measured by RT-qPCR. The ROC curve was used to analyze the diagnostic efficacy of miR-155 alone and the combined diagnostic efficacy of PT, APTT, FIB, and CRP. The correlation between clinical indicators and miR-155 expression was analyzed by the chi-square test. The general clinical information of NARDS neonates with different severity degrees and prognosis was compared. Multivariate logistic regression was used to identify the risk factors for NARDS.

RESULTS: The plasma miR-155 level was elevated in NARDS newborns. miR-155 may serve as a promising biomarker in the diagnosis of NARDS. The value of the multi-factor combined diagnosis was significantly improved. 1-minute Apgar score, PT, APTT, and CRP level were statistically related to the miR-155 expression. Abnormal FIB level and the miR-155 expression were independent risk factors for NARDS. The more severe NARDS newborns have poorer coagulation function, stronger inflammatory response, and higher miR-155 level. A higher level of miR-155 was observed in NARDS newborns with a poorer prognosis.

CONCLUSION: The plasma miR-155 level is upregulated in NARDS, and miR-155 may be a potential diagnostic marker for NARDS. NARDS newborns with miR-155 high expression have a poor prognosis.

PMID:42436500 | DOI:10.1186/s12890-026-04439-0

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The association between digital leadership and VUCA -related psychological and cognitive dimensions among healthcare professionals: a cross-sectional study

BMC Health Serv Res. 2026 Jul 11. doi: 10.1186/s12913-026-15023-x. Online ahead of print.

ABSTRACT

BACKGROUND: Healthcare organizations increasingly operate in volatile, uncertain, complex, and ambiguous (VUCA) environments, requiring leadership approaches that facilitate adaptation and resilience. Although digital leadership has gained growing attention, evidence regarding its association with VUCA-related psychological and cognitive dimensions, such as resistance to change, intolerance of uncertainty, cognitive flexibility, and ambiguity tolerance, remains limited among healthcare professionals.

AIM: This study examined the association between digital leadership and perceived VUCA-related psychological and cognitive dimensions among healthcare professionals.

METHOD: A cross-sectional study was conducted among 495 healthcare professionals working in three hospitals in Muğla, Türkiye. Data were collected using validated instruments measuring digital leadership, resistance to change, intolerance of uncertainty, cognitive flexibility, and ambiguity tolerance. Descriptive statistics, Pearson correlation, and linear regression analyses were performed.

RESULTS: Digital leadership was negatively associated with resistance to change (r = – 0.550, p < 0.001) and intolerance of uncertainty (r = – 0.547, p < 0.001). Positive associations were observed between digital leadership and cognitive flexibility (r = 0.466, p < 0.001) as well as ambiguity tolerance (r = 0.500, p < 0.001). Regression analyses showed that digital leadership was significantly associated with all examined VUCA-related psychological and cognitive dimensions.

CONCLUSION: Higher perceptions of digital leadership were associated with lower resistance to change and uncertainty intolerance, and with higher cognitive flexibility and ambiguity tolerance among healthcare professionals. These findings suggest that digital leadership may support adaptive responses in healthcare environments characterized by uncertainty and complexity.

PMID:42436492 | DOI:10.1186/s12913-026-15023-x

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Assessment of maternal healthcare utilization and continuum of care among reproductive-age women in Gujarat: a cross-sectional study

BMC Health Serv Res. 2026 Jul 11. doi: 10.1186/s12913-026-15063-3. Online ahead of print.

ABSTRACT

BACKGROUND: A healthcare system’s efficacy is demonstrated by safe motherhood, which is an essential aspect of women’s health. Preconception, pregnancy, labor, and the postoperative phase are all included in this continuum of care. There are still gaps in maternal healthcare awareness, use, and continuity, especially during preconception and the early postnatal stages, even though India has made great strides in lowering maternal mortality through national health programs and better access to institutional deliveries and antenatal care. The purpose of this study was to evaluate Gujarati women’s knowledge, availability, and use of maternal health services, with an emphasis on preconception care, prenatal care, delivery procedures, and postnatal follow-up.

METHODOLOGY: The study used a descriptive cross-sectional methodology and included 318 reproductive-age women from semi-urban, urban, and rural areas using a structured pre-validated questionnaire. Both quantitative information about maternal health practices and experiences were gathered through in-person interviews and Google Forms and analyzed using descriptive statistics including frequencies and percentages in Microsoft Excel.

RESULTS: Among the 318 respondents, 75.5% were aged 18-30 years and 50% resided in rural areas. Awareness regarding preconception health checkups was reported by 71.1% of women, whereas 28.9% lacked such awareness. Antenatal care utilization was high, with 87.1% attending antenatal checkups, the majority receiving tetanus toxoid immunization and iron-folic acid supplementation, and 97.3% undergoing institutional deliveries with skilled birth assistance. However, only 58.2% of women received postnatal care within 48 hours after delivery. Nutritional counseling was reported by 41% of respondents, while 55.2% received breastfeeding counseling. Significant gaps were found in preconception health information, early postnatal follow-up, and emotional support, especially among rural women.

CONCLUSION: The study highlights the need to shift focus from service availability to continuity and quality of maternal care. Strengthening preconception education, ensuring timely postnatal follow-up through community health workers, expanding counseling services, and promoting family engagement are essential to improving maternal and neonatal health outcomes.

PMID:42436490 | DOI:10.1186/s12913-026-15063-3

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Nevin Manimala Statistics

Gender inequities in the economic burden of anxiety disorders, depressive disorders, migraine, and rheumatoid arthritis in Mexico, 2005-2021

Int J Equity Health. 2026 Jul 11. doi: 10.1186/s12939-026-02873-4. Online ahead of print.

ABSTRACT

BACKGROUND: Anxiety disorders, depressive disorders, migraine, and rheumatoid arthritis are common chronic conditions that contribute substantially to disability, recurrent care needs, and productivity losses, yet remain comparatively under-prioritised in health policy. In Mexico, these conditions disproportionately affect women, but their economic burden has not been comprehensively quantified from a gender perspective.

OBJECTIVE: To estimate the direct and indirect economic burden of anxiety disorders, depressive disorders, migraine, and rheumatoid arthritis in Mexico among adults aged 20 years and older between 2005 and 2021, from a societal perspective and by gender.

METHODS: We conducted a cost-of-illness analysis from a societal perspective. Direct costs were estimated by combining condition-specific prevalence from the Global Burden of Disease Study 2021 (GBD 2021) with normative per-case treatment costs derived from national clinical guidelines and official cost sources. Indirect costs were valued using three complementary approaches: the Human Capital Approach (HCA), based on predicted annual labour income from nationally representative employment surveys; a GDP-per-capita benchmark (1 DALY = 1 GDP per capita); and a willingness-to-pay approach using the value of a statistical life year (VSLY) transferred to Mexico following OECD methods. All costs were expressed in 2021 international dollars (Int$).

RESULTS: Between 2005 and 2021, the four disorders accounted for 28.8 million DALYs lost. Migraine was the most prevalent condition, but depressive disorders generated the highest direct costs (Int$310.5 billion) and the largest share of indirect costs (41.1%). Indirect costs totalled Int$106.8 billion under the HCA, Int$582.2 billion under the GDP-per-capita valuation, and Int$2.9 trillion under the willingness-to-pay approach. Under the GDP-per-capita benchmark, the combined economic burden of the four disorders reached approximately Int$1.2 trillion over the study period. Women consistently bore a greater burden than men across all four conditions and under all valuation methods; total indirect costs borne by women were 2.0 times higher for anxiety disorders, 2.1 times higher for depressive disorders, 2.2 times higher for migraine, and 3.8 times higher for rheumatoid arthritis.

CONCLUSIONS: Anxiety disorders, depressive disorders, migraine, and rheumatoid arthritis impose a substantial and unequally distributed economic burden in Mexico. The persistent excess burden among women indicates that these high-disability chronic disorders should be understood not only as a public health problem, but also as a health equity concern. More gender-responsive priority setting, stronger continuity of care, and better financial protection may help reduce both disability and its downstream economic consequences in Mexico and other LMICs with segmented health systems.

PMID:42436481 | DOI:10.1186/s12939-026-02873-4

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Nevin Manimala Statistics

Effects of surface treatment methods on the color stability, whiteness, and surface roughness of bleach-shade composite resins

BMC Oral Health. 2026 Jul 11. doi: 10.1186/s12903-026-09186-6. Online ahead of print.

ABSTRACT

BACKGROUND: Despite the increasing use of bleach-shade composite resins in recent years, studies examining the optical properties of these materials remain limited. Furthermore, there are insufficient data on the effectiveness of surface treatments for removing stains from these materials. This study evaluated the effects of different surface treatment protocols on the color stability, whiteness index, and surface roughness of bleach-shade composite resins after coffee immersion.

METHODS: A total of 300 specimens were prepared from four bleach-shade composite resins (Estelite Asteria BL, Brilliant EverGlow BL Translucent, G-aenial A’chord BW, and Opallis E-Bleach L) and one multi-shade (Filtek Z250 A2) composite resin (n = 60 per material). The specimens were randomly allocated to six groups (n = 10): Group 1 (one-step polishing, OptraGloss), Group 2 (two-step polishing, Nova Twist), Group 3 (bleaching, Whiteness HP), Group 4 (bleaching + one-step polishing), Group 5 (bleaching + two-step polishing), and Group 6 (control). All specimens were immersed in a coffee solution for 12 days. Measurements (color and roughness [Ra]) were performed at baseline (t0), after staining (t1), and after the surface treatments (t2). Color differences were calculated using the CIEDE2000 formula (∆E00), and whiteness index (WID) values were determined using the CIELAB-based WID formula. Statistical analyses were performed using the Kruskal-Wallis, Dunn, and robust ANOVA tests (p < 0.05).

RESULTS: At the t1 time point, all specimens exhibited clinically unacceptable ΔE00 values and decreased WID values. The Asteria group exhibited the highest color stability at t1, while the Brilliant and A’chord groups exhibited the highest WID values (p < 0.05). At the t2 time point, while Ra increased in the bleaching groups, the lowest Ra values were found in the one-step polishing group (p < 0.05).

CONCLUSIONS: Coffee exposure adversely affected the optical and surface properties of bleach-shade composite resins. Bleaching alone showed limited effectiveness, whereas polishing improved the esthetic outcomes and maintained clinically acceptable surface characteristics. Material-dependent differences were observed among the tested composites.

PMID:42436480 | DOI:10.1186/s12903-026-09186-6

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Validation of the Multiplex PCR Assays for Detection of Salmonella spp. and Cronobacter sakazakii on Stainless Steel and Sealed Concrete Surfaces Compared with FDA-BAM Reference Methods

J AOAC Int. 2026 Jul 10:qsag062. doi: 10.1093/jaoacint/qsag062. Online ahead of print.

ABSTRACT

BACKGROUND: Rapid laboratory detection methods need to be tested against reference methods to confirm their efficiency and suitability.

OBJECTIVE: In an unpaired study, the IEH Salmonella-Cronobacter spp. and Cronobacter sakazakii-Salmonella Multiplex PCR Assays’ performance was compared with the FDA-BAM reference methods Chapter 5 for Salmonella and Chapter 29 for Cronobacter sakazakii detection on stainless-steel (SS) and sealed concrete (SC) surfaces.

METHODS: Seeking a shorter enrichment time for the candidate method, the Salmonella-Cronobacter broth enrichments for 18, 20, 22, and 24 h at 35 °C were analyzed with the IEH Multiplex PCR Assays. Two pathogen cocktails were prepared: one including S. Typhimurium ATCC 19585, S. Senftenberg 775W, and S. Enteritidis PT30, and a second one including C. sakazakii MEI 27583, C. sakazakii ATCC 29544, and C. sakazakii ATCC 29004. The Salmonella and C. sakazakii cocktails were independently inoculated onto separate SS and SC following the AOAC guidelines. Additionally, a competing microorganism was added at a concentration 10-100-times higher than that of the pathogens.

RESULTS: The candidate method yielded zero false negatives and zero false positives, with 100% sensitivity and 100% specificity for both SS and SC surfaces, regardless of the inoculation level (high, low, and uninoculated) and the enrichment time (i.e. 18, 20, 22, and 24 h for Salmonella, and 20, 22, and 24 h for C. sakazakii). The candidate method successfully detected both target microorganisms on both surface types with a minimum enrichment of 20 h. Statistical analysis using the probability of detection (POD) confirmed the equivalency between the candidate method and the reference methods at either inoculation level or enrichment time (P > 0.05).

CONCLUSION: The IEH Salmonella-Cronobacter spp. and Cronobacter sakazakii-Salmonella Multiplex PCR Assays demonstrated performance comparable to the FDA-BAM reference methods for the detection of Salmonella and C. sakazakii on SS and SC, with a significantly shorter turnaround time.

PMID:42434802 | DOI:10.1093/jaoacint/qsag062

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Bioremediation and heavy metal recovery from e-waste through enrichment and identification of effective bacterial isolates

3 Biotech. 2026 Aug;16(8):320. doi: 10.1007/s13205-026-04953-2. Epub 2026 Jul 9.

ABSTRACT

The complex and refractory structure of printed circuit boards (PCBs) limits the efficiency of conventional metal recovery processes. This led to the hypothesis that indigenous bacterial strains isolated from e-waste-contaminated sites may possess metabolic adaptations that facilitate metal mobilization. This study aims to isolate heavy-metal tolerant bacterial strains from e-waste contaminated soil, these isolates were evaluated for bioleaching efficiencies against PCBs at various pulp densities of 5 g/L, 10 g/L and 15 g/L, from which, Bacillus sp. SSNBT005 (Accession no: – PV453749), was found to be the most potent isolate. To ensure analytical rigor, experiments were performed in triplicate (n = 3) and were compared against abiotic controls to quantify the microbe mediated leaching. Statistical analysis (ANOVA, p < 0.05), confirmed that SSNBT005 significantly enhanced metal recovery, specifically, the strain achieved metal recovery efficiencies of about 94.24 ± 1.00, for silver (Ag) and upto 90.78 ± 0.37 for chromium (Cr), reaching raw recovery concentrations of 0.0186 g/L and 0.544 g/L respectively. FESEM analysis supports these quantitative findings, revealing some localized pitting and surface degradation of the PCB matrix as the result of microbial activity. FTIR analysis indicated changes in absorption bands associated with surface functional groups after bioleaching. These results support the hypothesis that SNBT005 actively facilitates metal recovery.

SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s13205-026-04953-2.

PMID:42434791 | PMC:PMC13350597 | DOI:10.1007/s13205-026-04953-2

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Hospitalization, ICU admission, and mortality among diabetic patients with inflammatory bowel disease receiving SGLT-2 inhibitors: a retrospective cohort study from the global collaborative network

Ann Transl Med. 2026 Jun 30;14(3):32. doi: 10.21037/atm-2026-0131. Epub 2026 Jun 29.

ABSTRACT

BACKGROUND: Patients with coexisting type 2 diabetes mellitus (T2DM) and inflammatory bowel disease (IBD) represent a high-risk population with competing comorbidities, complex medication regimens, and overlapping inflammatory pathways. Although the role of sodium-glucose co-transporter-2 (SGLT2) inhibitors in managing type 2 diabetes is well-established, their impact on outcomes in diabetic patients with coexisting IBD remains unclear. This study aimed to investigate the association between SGLT2i use and hospitalization, intensive care unit (ICU) admission, mortality, IBD-related complications, and surgical procedures in diabetic patients with IBD.

METHODS: We conducted a retrospective cohort study using the TriNetX Global Collaborative Network. Cohort 1 comprised diabetic patients with IBD who received SGLT2 inhibitors with at least three dispensations within one year of IBD diagnosis, and Cohort 2 comprised diabetic patients with IBD never prescribed SGLT2i, matched on baseline characteristics, comorbidities, IBD-specific medications, and laboratory values, yielding 3,950 patients per cohort. Clinical outcomes were evaluated at 1 and 5 years following the index event.

RESULTS: At 1 year, hospitalization, ICU admission, and mortality were significantly lower in Cohort 1 [risk ratio (RR): 0.886, P<0.001; RR: 0.851, P=0.03; and RR: 0.525, P<0.001, respectively]. Kaplan-Meier analysis demonstrated improved survival in Cohort 1 [94.27% vs. 88.76%, P<0.001; hazard ratio (HR): 0.490]. IBD-related complications and surgical procedures were also significantly reduced (RR: 0.879, P=0.004 and RR: 0.548, P=0.02, respectively). At 5 years, hospitalization, ICU admission, and mortality remained significantly lower in Cohort 1 (RR: 0.932, P=0.002; RR: 0.848, P=0.003; and RR: 0.545, P<0.001, respectively). Kaplan-Meier analysis continued to demonstrate improved survival in Cohort 1 (85.01% vs. 74.95%, P<0.001; HR: 0.532), whereas IBD-related complications and surgical procedures were numerically lower but no longer statistically significant (RR: 0.954, P=0.18 and RR: 0.741, P=0.15, respectively).

CONCLUSIONS: SGLT2i therapy in diabetic patients with IBD was associated with reduced hospitalization, ICU admission, and mortality, with persistent benefits observed at both 1 and 5 years of follow-up. Reductions in IBD-related complications and surgical procedures were observed, particularly at 1 year. These findings suggest a potential disease-modifying role warranting further prospective investigation.

PMID:42434776 | PMC:PMC13349731 | DOI:10.21037/atm-2026-0131