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Nevin Manimala Statistics

Exploring the interaction between symbiotic bacteria from seagrass-associated sponges and biofilm-forming bacteria

Int Microbiol. 2026 Jan 2. doi: 10.1007/s10123-025-00773-1. Online ahead of print.

ABSTRACT

Marine sponges rely on their intricate and varied bacterial communities to sustain their ecological balance and health. The structure and role of bacterial communities are affected by environmental factors and sponge species. One ecological function of symbiotic bacteria is to prevent the formation of biofilms by pathogenic bacteria that could potentially compromise sponges’ health. This study investigates the antibiofilm activities of symbiotic bacteria isolated from seagrass associated sponges residing under dynamic conditions. Bacteria were isolated from various sponge species from seagrass ecosystem and assessed for their capacity to inhibit biofilm-forming bacteria discovered on submerged wood and fiber panels in contaminated marine habitats. A double-layer experiment was conducted utilizing Zobell 2216E media to evaluate antagonism among 44 bacterial isolates derived from nine sponge species. Twenty-five isolates exhibited inhibitory activity against five biofilm-forming bacteria, with FP2 being the most substantially inhibited strain. Eight symbiotic bacteria exhibited high to very high antibiofilm activity. Statistical analysis revealed groupings of bacteria with similar inhibition patterns, indicating a potential association with specific inhibitory mechanisms. The 16 S rRNA sequencing research revealed that the symbiotic bacteria are categorized into the Firmicutes and α- and γ-Proteobacteria groups, with potential unique strains identified. The findings suggest that bacteria from seagrass-associated sponges and their secondary metabolites could aid in the development of compounds for biofilm prevention and management.

PMID:41483287 | DOI:10.1007/s10123-025-00773-1

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Nevin Manimala Statistics

Effects of organized physical activity on quality of life and Phantom pain among adults with lower limb amputation: a systematic review and meta-analysis

Qual Life Res. 2026 Jan 3;35(1):19. doi: 10.1007/s11136-025-04149-w.

ABSTRACT

PURPOSE: While some studies report improved outcomes following exercise-based interventions, the overall findings regarding their impact on individuals with lower limb amputation (LLA) remain inconsistent. Therefore, there is a need to synthesize the available evidence. In this regard, this systematic review and meta-analysis aimed to clarify the effects of organized physical activity on quality of life (QoL) and phantom limb pain (PLP) in adults with LLA.

METHODS: This review was conducted in accordance with PRISMA 2020 guidelines and registered in PROSPERO (CRD42024582703). Eight databases were searched in November 2024, including PubMed, Embase, Cochrane Library, Web of Science, PsycINFO, SPORTDiscus, ICI World of Papers, and ClinicalTrials.gov. Search terms combined concepts related to amputation, physical activity, quality of life, and phantom limb pain. Studies were included if they examined adults aged 18-60 with lower limb amputation and reported outcomes on quality of life or phantom limb pain following structured physical activity interventions. Only studies using validated outcome measures were considered.

RESULTS: Six studies met the inclusion criteria for the systematic review. Three studies (reporting four independent effect sizes) were included in the meta-analysis of QoL outcomes. The pooled effect size was small and not statistically significant (SMD = -0.06, 95% CI: -0.29 to 0.16; p = 0.58), with no observed heterogeneity (I2 = 0%). Narrative synthesis indicated that most studies found either non-significant or short-term improvements in QoL. Only one study reported a reduction in phantom limb pain (PLP; NPRS: 9 to 2), precluding a meta-analysis for this outcome due to insufficient data.

CONCLUSIONS: Current evidence does not provide statistically significant support for improvements in QoL following organized physical activity among adults with lower-limb amputation, while effects on PLP remain unclear due to limited and heterogeneous data. Further high-quality research using standardized, context-sensitive outcome measures and well-defined intervention protocols is needed. A more person-centered and contextually grounded understanding of QoL may help capture meaningful recovery outcomes in this population.

PMID:41483283 | DOI:10.1007/s11136-025-04149-w

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Nevin Manimala Statistics

Ecological land as a sink: spatial spillover effects and synergistic governance of PM2.5-O3 co-pollution in Coastal China

Environ Monit Assess. 2026 Jan 2;198(1):74. doi: 10.1007/s10661-025-14892-9.

ABSTRACT

China’s coastal regions are facing an evolving air pollution pattern characterized by the joint occurrence of fine particulate matter (PM2.5) and ozone(O3). Rapid urban expansion has reduced ecological land, weakening its capacity to act as a “sink” for atmospheric pollutants. This study aims to evaluate the coupling coordination of P-O synergistic pollution and to quantify the “sink” role of ecological land. The Coupling Coordination Degree (CCD) model was applied to evaluate the P-O synergy. Spatial econometric models were then employed to investigate the “sink” function of ecological land in mitigating P-O pollution and associated spatial spillover effects, and the Geographical Detector model was employed to assess the interactive influence of multiple factors. Results show: (1) Significant north-south disparities exist in P-O CCD, exhibiting strong positive spatial autocorrelation. (2) FOREST (λ = -2.19, P < 0.05), GRASS (λ = -9.44, P < 0.01), and FARM (λ = -1.30, P < 0.1) effectively suppress P-O pollution, with FOREST and GRASS demonstrating the strongest sink capacity. FARM shows mixed effects, indicating its net ecological function depends on management quality. (3) PRE (λdirect = -1.73***, λindirect = -3.15***) and SEI (λdirect = -5.56, λindirect = -93.5**) significantly influence regional P-O spatial spillover effects, while ecological land’s impact is primarily localized. (4) Meteorological factors exhibit stronger interactions with other drivers; ecological land is the most explanatory factor for P-O synergy. These findings highlight that optimizing land-use structure and ecological management can serve as a practical pathway for synergistic air pollution control and sustainable coastal development.

PMID:41483263 | DOI:10.1007/s10661-025-14892-9

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Nevin Manimala Statistics

Tuberculosis in children under 5 years of age in a low-burden setting: sociodemographic and epidemiological characteristics and healthcare utilization over a 10-year period (2010-2021)

Eur J Pediatr. 2026 Jan 3;185(1):49. doi: 10.1007/s00431-025-06704-6.

ABSTRACT

PURPOSE: To describe the sociodemographic and epidemiological characteristics and healthcare utilization patterns-primary healthcare (PHC) use, emergency department (ED) visits, and hospital admissions-of children under 5 years of age born in Portugal between July 1, 2010, and June 30, 2021, and diagnosed with TB during the same period.

METHODS: This is a quantitative, observational cohort study of 58 children diagnosed with TB and reported to the National Epidemiological Surveillance System (SINAVE) before age 5. Data were obtained through linkage of five population-based databases. Descriptive statistics and bivariate analyses were conducted. Incidence rates of PHC, ED visits, and hospital admissions were calculated per 1000 person-days.

RESULTS: Most TB cases (81.0%) were diagnosed between ages 1 and 5; 55.2% were male, and 72.2% resided in metropolitan areas. Over half (58.6%) were unvaccinated with BCG. Unvaccinated children were diagnosed earlier than vaccinated peers (p < 0.01), though no significant differences were found in the clinical presentation of TB, risk factors, or healthcare utilization. Pulmonary TB was most common (51.7%), and 68.4% of children were hospitalized. PHC services were underutilized (32.7%), while ED visits were more frequent, primarily for infectious and respiratory conditions. One child died, with TB diagnosed post-mortem.

CONCLUSIONS: TB in young children remains a public health concern in Portugal, especially in unvaccinated populations. Strengthening PHC access and preventive care is essential to improve early detection and outcomes.

WHAT IS KNOWN: • TB causes substantial morbidity and mortality, particularly in children under 5 years of age. • Pediatric TB remains underdiagnosed and underrepresented in research, surveillance, and national policies.

WHAT IS NEW: • BCG vaccination was associated with later onset of TB. • Children under five with TB represent a particularly vulnerable group; thus, it is critical to promote preventive care to ensure early diagnosis and effective follow-up.

PMID:41483248 | DOI:10.1007/s00431-025-06704-6

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Nevin Manimala Statistics

Assessment of the relationship between AHR, sdLDL, Klotho biomarkers, and etiologic subtypes in young to middle-aged acute ischemic stroke according to toast classification

Neurol Sci. 2026 Jan 2;47(1):70. doi: 10.1007/s10072-025-08730-6.

ABSTRACT

BACKGROUND: The incidence of acute ischemic stroke (AIS) is increasing among young to middle-aged adults (18-64 years), posing substantial socioeconomic and healthcare challenges. This study aimed to evaluate the diagnostic and predictive value AHR, Klotho, and sdLDL-C in AIS and across different TOAST etiological subtypes in this age group.

METHODS: We retrospectively enrolled young to middle-aged patients with first-ever AIS and age- and sex-matched stroke-free controls. All participants underwent DWI and additional vascular assessments, including MRA, CTA, and/or DSA. Clinical characteristics, imaging findings, and laboratory parameters were statistically analyzed. Patients were classified into TOAST subtypes for etiological analysis.

RESULTS: Multivariate logistic regression identified male sex, DBP, FPG, LDL-C, and DWM as independent risk factors for AIS. The most common TOAST subtype was SAO, followed by SUE and LAA. Compared to controls, AIS patients exhibited significantly higher AHR and sdLDL-C levels and lower Klotho levels (all P < 0.001). ROC analysis demonstrated that the combined use of AHR, Klotho, and sdLDL-C had high diagnostic accuracy for AIS (AUC = 0.971), with the highest predictive value observed for LAA subtype (AUC > 0.9).

CONCLUSION: In young to middle-aged adults, male sex, elevated DBP, FPG, LDL-C, and DWM are independent risk factors for AIS. AHR and sdLDL-C are positively associated with AIS risk, while Klotho is inversely associated. The combined biomarker panel (AHR, Klotho, and sdLDL-C) demonstrates strong diagnostic utility, particularly for identifying the LAA subtype. These findings provide valuable insight into early risk stratification and classification of AIS in younger populations.

PMID:41483236 | DOI:10.1007/s10072-025-08730-6

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Nevin Manimala Statistics

Effect of peloidotherapy added to the early rehabilitation program on clinical outcomes after arthroscopic rotator cuff and SLAP repair: A randomized controlled trial

Int J Biometeorol. 2026 Jan 3;70(1):4. doi: 10.1007/s00484-025-03077-1.

ABSTRACT

The aim of this study was evaluating the effect of peloidotherapy, included in the postoperative rehabilitation, on functional outcomes in patients who have undergone surgical treatment for rotator cuff tears (RCTs) and superior labrum anterior-posterior SLAP tears, and to assess the short-term clinical outcomes of the early rehabilitation protocol. The study was prospective, randomized, controlled, and single-blind. Sixty patients were sequentially enrolled and randomly divided into two groups (30 each) using a computer-generated random number table. Assessments were performed by a blinded researcher, and statistical analysis was conducted by a blinded biostatistician. Group 1 received peloidotherapy(44-45 °C), TENS, and exercise, while Group 2 received a hot pack, TENS, and exercise. Patients were evaluated using VAS, SPADI, and goniometer measurements before treatment and after. Intra-group analyses showed significant decreases in pain-activity/rest VAS, and SPADI scores, increases in all shoulder ROM measures. Between groups, flexion, abduction, and adduction differed significantly, while other shoulder movements and pain-activity/rest VAS, and SPADI scores showed no significant differences. Comparison of difference scores showed no significant changes except for adduction, which differed significantly between groups. A significant between-group difference was observed only in the number of patients achieving MCID for disability SPADI. The addition of peloidotherapy to the rehabilitation program after arthroscopic RCTs and SLAP tear repair has been shown to have similar effects to hot pack application. An early rehabilitation protocol using peloidotherapy and physiotherapy may improve upper extremity performance and quality of life by speeding up functional recovery.

PMID:41483235 | DOI:10.1007/s00484-025-03077-1

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Nevin Manimala Statistics

Merged methods of artificial neural networks and statistical techniques in forecasting air quality in the northern region of Peninsular Malaysia

Environ Monit Assess. 2026 Jan 3;198(1):78. doi: 10.1007/s10661-025-14929-z.

ABSTRACT

Artificial neural networks (ANNs) are widely applied in air quality modelling because they can capture nonlinear interactions among pollutants and support reliable air pollutant index (API) forecasting. This study aims to identify the pollutants that most strongly influence API variability and to evaluate the performance of two merged hybrid ANN models for forecasting API in the northern region of Peninsular Malaysia. Two hybrid frameworks were developed: an ANN integrated with sensitivity analysis (ANN-SAM) to identify influential pollutants and an ANN combined with principal component analysis (ANN-PCA) to reduce dimensionality while retaining key information. Sensitivity analysis identified O3, SO2, PM10, and PM2.5 as the most influential pollutants, whereas PCA retained all variables except SO2. These selected inputs were used to develop the MLP-FF-ANN-SAM and MLP-FF-ANN-PCA models. Both models achieved strong predictive performance, with R2 values ranging from 0.821 to 0.826 and RMSE values between 5.922 and 5.982. The slight improvement after removing NO2 indicates that it contributes limited independent predictive value due to its collinearity with particulate matter. Seasonal increases in PM10 and PM2.5 during haze periods further highlight the influence of regional transboundary pollution. Using 5 years of multi-station data, this study demonstrates that merged ANN-SAM and ANN-PCA frameworks can provide accurate, efficient, and interpretable API forecasts. These findings support the development of simplified and computationally efficient tools for operational air quality assessment and early-warning applications in Malaysia.

PMID:41483234 | DOI:10.1007/s10661-025-14929-z

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Nevin Manimala Statistics

An analysis of diet sustainability among different dietary patterns in the Portuguese adult and elderly population

Eur J Nutr. 2026 Jan 3;65(1):18. doi: 10.1007/s00394-025-03868-7.

ABSTRACT

PURPOSE: Dietary patterns influence human and environmental health. Shifts toward convenience and ready-to-eat ultra-processed foods have contributed to the rising prevalence of malnutrition, chronic disease, and ecological harm. This study examined the associations between dietary patterns and diet sustainability among Portuguese adults.

METHODS: Data from 2287 individuals aged 18-84 years were obtained from the last National Food, Nutrition, and Physical Activity Survey (2015-2016). Three dietary patterns were identified based on food composition and processing: Traditional, Diet Concerns, and Unhealthy; while four dietary patterns were categorized according to food preparation location: At home by themselves, At home by relatives or friends, By food retail, and By restaurants/canteens. Diet sustainability was assessed using the Diet Sustainability Score (DSS), encompassing health-related nutritional, environmental, economic, and sociocultural dimensions. Linear regression models adjusted for sex, age, education and energy intake were used to estimate associations between dietary patterns and DSS.

RESULTS: Traditional (β = 1.27, p < 0.001) and Diet Concerns (β = 1.60, p < 0.001) patterns were significantly associated with higher DSS compared to the Unhealthy pattern. In terms of food preparation location, only the By restaurants/canteens pattern was significantly associated with lower DSS (β = – 0.76; p < 0.001) compared to the At home by themselves pattern. Younger, urban, and more educated individuals were more likely to follow the Unhealthy or the By restaurants/canteens patterns.

CONCLUSION: These findings underscore the need to consider what people eat, how and where food is prepared. Promoting traditional, minimally processed, and home-prepared meals may be essential to advancing sustainable diets, particularly among younger and urban populations.

PMID:41483233 | DOI:10.1007/s00394-025-03868-7

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Nevin Manimala Statistics

Variation in plant phenological changes and contributions by climatic drivers across six grassland and desert ecosystems in China

Int J Biometeorol. 2026 Jan 3;70(1):3. doi: 10.1007/s00484-025-03096-y.

ABSTRACT

Plant spring phenology advancements have been broadly observed, but the change in autumn phenology has varied greatly among different regions and species under global warming. Moreover, how plant phenology responds to climate change in grasslands and deserts is not well understood compared with that in forests. Here, we used long-term (2005 ~ 2020) phenological and climatic in situ observation data from six grassland and desert sites in China to analyze temporal trends in the start (SOS) and end (EOS) of the growing season for 27 herbaceous and shrub species and their responses to climatic factors. The results demonstrated that 70% of the species presented an earlier SOS and that 59% of the species presented an earlier EOS, which resulted in a shortened growing season (LOS) for 41% of the species. The LOS trends were driven by EOS trends, which had greater variation (1.2 days yr– 1) than did the SOS trends (0.5 days yr– 1). The significant changes in EOS were associated mainly with soil moisture in autumn for shrub species. We should be cautious in using the relationship between EOS and SOS to simulate the EOS in models because their correlation is statistically significant only for a small subset of species. This study highlights a greater variability of autumn phenological changes in grassland and desert ecosystems and reveals the critical contributions of spring daytime temperature and autumn soil moisture to phenological changes. We recommend considering the divergent autumn phenological responses to climate factors, especially soil moisture, among plant life forms and species in terrestrial ecosystem models by improving the model structure and involving species-specific parameters.

PMID:41483229 | DOI:10.1007/s00484-025-03096-y

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Nevin Manimala Statistics

Optimal time between decompressive craniectomy and cranioplasty to reduce the risk of complications: A retrospective study

Neurosurg Rev. 2026 Jan 2;49(1):94. doi: 10.1007/s10143-025-03993-1.

ABSTRACT

Cranioplasty (CP) is performed after decompressive craniectomy (DC), with complication rates of 15-40%. Risk factors and ideal timing for CP are unclear. This study investigates risk factors for complications after CP and the best time to perform a CP. This retrospective single-center study includes patients admitted to the neurosurgical department of the University Hospital Zurich between 01.2013 and 05.2023, who underwent a CP following a supratentorial DC. Demographics, comorbidities, indication for the DC, material used, complications, time between DC, CP and onset of complication were collected. The investigated complications are infections, bleeding, bone flap resorption or others requiring surgery. A multivariable logistic regression was performed to identify risk factors for the occurrence of complications. A Classification and Regression Tree (CART) was performed to identify the best time for CP. The result was tested with a Cox regression and a ROC analysis. Overall, 141 patients were included, of whom 39% (n=55) developed a complication. No difference in sex, age, comorbidities, DC-indication, material used was found, except for a trend for CP-time (shorter time for patients with vs without complication, 84±44 vs 102±70 days, p=0.065). In the CART analysis, day 122.5 was the best time cut-off for reducing complications (sensitivity 87%). In our case-series, we could not identify risk factors for complications after CP, except possibly for CP-timing. A longer time between DC and CP seems to be associated with less complications, with day 122.5 as the cut-off time.

PMID:41483213 | DOI:10.1007/s10143-025-03993-1