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Nevin Manimala Statistics

Climate change impact on water treatment plants: analysis of chlorophyll-a levels and process performance

Environ Sci Pollut Res Int. 2025 Jan 4. doi: 10.1007/s11356-024-35826-x. Online ahead of print.

ABSTRACT

Climate change significantly impacts the risk of eutrophication and, consequently, chlorophyll-a (Chl-a) concentrations. Understanding the impact of water flows is a crucial first step in developing insights into future patterns of change and associated risks. In this study, the Statistical DownScaling Model (SDSM)-a widely used daily downscaling method-is implemented to produce downscaled local climate variables, which serve as input for simulating future hydro-climate conditions using a hydrological model. The vulnerability of water quality, particularly Chl-a concentrations in the Latyan Dam and Tehranpars Water Treatment Plant (TWTP) is assessed through six fuzzy regression models under three scenarios: RCP2.6, RCP4.5, and RCP8.5. Projections indicate an increase in minimum temperatures for the Jajrood watershed ranging from 92 to 93%. Seasonal forecasts suggest significant precipitation during the dry season. The HYMOD model predicts increases in streamflow of approximately 97%, 90%, and 92% by 2050 under RCP2.6, RCP4.5, and RCP8.5, respectively, indicating a heightened risk of flooding that poses economic, health, and environmental concerns. Among the six fuzzy regression models, FGR1, FGR3, and FGR4 demonstrated the most favorable results in modeling Chl-a output from the TWTP. In conclusion, while Chl-a concentrations in the effluent of the TWTP are only slightly influenced by climate change, the effects on streamflow patterns are significant. These findings highlight serious future water quality challenges and increased vulnerability of water resources due to climate change.

PMID:39755861 | DOI:10.1007/s11356-024-35826-x

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Nevin Manimala Statistics

Prevalence of Intestinal Parasitic Infections and Associated Factors Among Food Handlers in East Africa: A Systematic Review and Meta-analysis

Acta Parasitol. 2025 Jan 4;70(1):3. doi: 10.1007/s11686-024-00968-y.

ABSTRACT

BACKGROUND: Intestinal parasitic infections are a significant public health concern, especially among food handlers, who can transmit these infections to the public through food preparation and handling. This systematic review and meta-analysis aimed to determine the pooled prevalence and associated factors of intestinal parasitic infections among food handlers in the East African region.

METHODS: A systematic review and meta-analysis on intestinal parasitic infections among food handlers involved a comprehensive search across various databases, including Scopus, PubMed, ScienceDirect, Google Scholar, and the institution’s library registers. Forty relevant articles were identified and analyzed using STATA Software version 17.0. Sensitivity analysis, publication bias assessment with Egger’s test, and the Trim-and-fill meta-analysis for bias adjustment were conducted. Heterogeneity across the studies was assessed using Cochran’s Q statistic and I2 statistics, and subgroup analysis computed for significant heterogeneity (I2 value ≥ 50%). A random effect model was used to determine the pooled prevalence of intestinal parasitic infections.

RESULTS: The pooled prevalence of intestinal parasitic infections among food handlers was 32.27% (95% CI 27.90-36.65). The most prevalent parasites were Entamoeba histolytica/dispar 20.83% (95% CI 13.66-28%), Ascaris lumbricoides 13.84% (95% CI 10-17.68%), Giardia lamblia 8.55% (95% CI 6.03-11.06%), and hookworm 6.43% (95% CI 3.93-8.93%). Using a common knife for cutting raw meat (AOR = 2.27, 95% CI 1.21-4.31), food handler’s untrimmed fingernails (AOR = 2.14, 95% CI 1.50-2.78), and no hand washing practices with soap after using the toilet (AOR = 2.25, 95% CI 1.33-3.18) were associated with higher rates of intestinal parasitic infections among food handlers.

CONCLUSIONS: Parasitic infections among food handlers were found to be significantly prevalent. Factors contributing to this high prevalence included food handlers’ untrimmed fingernails, poor hand hygiene practices, and using a shared knife for chopping various food items, including raw meat. These findings emphasize the need for proper personal hygiene and sanitation practices among food handlers to prevent transmitting parasitic infections to consumers.

PMID:39755837 | DOI:10.1007/s11686-024-00968-y

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Nevin Manimala Statistics

Historical redlining and clustering of present-day breast cancer factors

Cancer Causes Control. 2025 Jan 4. doi: 10.1007/s10552-024-01950-9. Online ahead of print.

ABSTRACT

PURPOSE: Historical redlining, a 1930s-era form of residential segregation and proxy of structural racism, has been associated with breast cancer risk, stage, and survival, but research is lacking on how known present-day breast cancer risk factors are related to historical redlining. We aimed to describe the clustering of present-day neighborhood-level breast cancer risk factors with historical redlining and evaluate geographic patterning across the US.

METHODS: This ecologic study included US neighborhoods (census tracts) with Home Owners’ Loan Corporation (HOLC) grades, defined as having a score in the Historic Redlining Score dataset; 2019 Population Level Analysis and Community EStimates (PLACES) data; and 2014-2016 Environmental Justice Index (EJI) data. Neighborhoods were defined as redlined if score ≥ 2.5. Prevalence quintiles of established adverse and protective breast cancer factors relating to behavior, environment, and socioeconomic status (SES) were used to classify neighborhoods as high-risk or not. Factor analysis grouped factors into domains. Overall and domain-specific scores were calculated for each neighborhood according to historical redlining status. Percent difference in score by historical redlining was used to assess differences in average scores, with Wilcoxon-Mann-Whitney test used to estimate significance. Kappa statistic was used to estimate concordance between historical redlining status and high-risk status. Heatmaps of scores were created to compare spatial clustering of high-risk factors to historical redlining.

RESULTS: We identified two domains: (1) behavior + SES; (2) healthcare. Across the US, redlined neighborhoods had significantly more breast cancer factors than non-redlined (redlined neighborhoods = 5.41 average high-risk factors vs. non-redlined = 3.55 average high-risk factors; p < 0.0001). Domain-specific results were similar (percent difference for redlined vs. non-redlined: 39.1% higher for behavior + SES scale; 23.1% higher for healthcare scale). High-scoring neighborhoods tended to spatially overlap with D-grades, with heterogeneity by scale and region.

CONCLUSION: Breast cancer risk factors clustered together more in historically redlined neighborhoods compared to non-redlined neighborhoods. Our findings suggest there are regional differences for which breast cancer factors cluster by historical redlining, therefore interventions aimed at redlining-based cancer disparities need to be tailored to the community.

PMID:39755825 | DOI:10.1007/s10552-024-01950-9

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Nevin Manimala Statistics

Shaping ability of NiTi reciprocating file systems R-motion and waveOne gold in mesial canals of mandibular molars; micro CT study

Sci Rep. 2025 Jan 4;15(1):747. doi: 10.1038/s41598-024-84986-w.

ABSTRACT

The preservation of the original configurations of root canals during endodontic preparation is crucial for treatment success. Nickel-titanium (NiTi) rotary systems have been refined to optimize canal shaping while minimizing iatrogenic errors. This study aimed to evaluate and compare the shaping efficacy of the novel R-Motion (RM) and the established WaveOne Gold (WG) systems using micro-computed tomography (micro-CT). Twenty-four mesial canals of 12 double-rooted extracted mandibular first molars were randomly assigned to either the RM or WG groups, with the mesiobuccal (MB) and mesiolingual (ML) canals allocated accordingly. Root canals were prepared following the manufacturer’s protocols. In the RM group, crown-down technique up to a 25/0.06 taper was employed. For the WG group, the preparation was completed with a WG primary file (25/0.07 taper). Specimens were scanned using micro-CT scans before and after instrumentation to establish baseline and post-instrumentation datasets. The following parameters were evaluated, and values were calculated to compare the shaping ability of the two files: percentage of untouched canal walls, changes in surface area, canal volume, dentin thickness, canal angulation, structure model index, canal transportation, and centering ability ratio. Data were analyzed using IBM SPSS Statistics for Windows, Version 23.0 (IBM Corp., Armonk, NY), with a statistical significance set at P ≤ 0.05. Micro-CT analysis demonstrated comparable untouched canal surface areas and changes in surface area and volume between both RM and WG systems. Both systems effectively straightened canal curvature without significant differences in canal angulation. The RM files exhibited a statistically lower reduction in dentin thickness, indicating better preservation of structural integrity. Both RM and WG files displayed similar effective shaping abilities. However, RM caused less dentin removal and canal transportation. Thus, RM is recommended for its ability to balance effective canal shaping with structural preservation in a conservative manner.

PMID:39755800 | DOI:10.1038/s41598-024-84986-w

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Nevin Manimala Statistics

Mendelian randomization analysis reveals causal relationship between depression, antidepressants and benign paroxysmal vertigo

Sci Rep. 2025 Jan 4;15(1):837. doi: 10.1038/s41598-024-85047-y.

ABSTRACT

Benign paroxysmal vertigo (BPV) is a common cause of dizziness, and some patients are comorbid with psychiatric disorders such as depression, requiring intervention with antidepressants. However, the causal association between BPV, depression and antidepressants has not been clearly established. We used two-sample bidirectional Mendelian randomization (MR) to analyze the causal association between BPV, depression, and antidepressants. From a Finnish database, 43,280 patients with depression and 329,192 controls, and 106,785 patients with antidepressants and 88,536 controls were selected. Independent single nucleotide polymorphisms (SNPs) for depression and antidepressants were used as instrumental variables (IVs) with genomic significance (p < 5 × 10-8). Similarly, genome-wide association study (GWAS) data for BPV were selected from a Finnish database consisting of 8280 cases and 359,094 controls. Afterwards, a two-sample MR study was performed using R’s Two Sample MR and MR-PRESSO software packages. The multiplicity and heterogeneity of the data, as well as the effect of individual SNPs on the results were investigated. The main statistical analyses were weighted median, weighted mode, MR-Egger and weighted inverse variance weighting (IVW) for random effects. Finally, we identified associations between BPV, antidepressants and depression. Four outliers (rs3773087, rs4619804, rs62099231, rs7192848) were found to be associated with depression. After removing the outliers, the statistics showed no heterogeneity (p > 0.05) and horizontal pleiotropy (p > 0.05). Antidepressants were also found to have a random effect IVW (β = 0.440; p = 9.692 × 10-6; OR = 1.553; 95% CI 1.278-1.887). The inverse MR random effects IVW results showed a causal association between BPV and antidepressants (β = 0.051; p = 0.045; OR = 1.052; 95% CI 1.001-1.1066). In conclusion, there was a significant causal association between antidepressants and BPV at the genetic level. Clinicians should pay attention to patients with BPV combined with depressive disorders and develop timely interventions.

PMID:39755797 | DOI:10.1038/s41598-024-85047-y

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Nevin Manimala Statistics

Conceptual foundations of a REFRAME-based approach to discriminate across total knee implant designs based on the positions of functional centres of rotation

Sci Rep. 2025 Jan 4;15(1):834. doi: 10.1038/s41598-024-84522-w.

ABSTRACT

In modern knee arthroplasty, surgeons increasingly aim for individualised implant selection based on data-driven decisions to improve patient satisfaction rates. The identification of an implant design that optimally fits to a patient’s native kinematic patterns and functional requirements could provide a basis towards subject-specific phenotyping. The goal of this study was to achieve a first step towards identifying easily accessible and intuitive features that allow for discrimination between implant designs based on kinematic data. A squat-cycle was simulated on eight fresh frozen specimens mounted in a weight-bearing knee rig, each initially tested under native conditions, and then after implantation with four different implant types (CR/CS, MS, LS, and PS). The kinematic signals of these five configurations were compared to determine whether key differences between implants could be detected leveraging two methodological approaches: (1) statistical parametric mapping to directly compare waveforms and (2) simple paired t-tests to compare the three-dimensional coordinates of the functional centres of rotation determined using a previously published REference FRame Alignment Method (REFRAME). While statistical parametric mapping of the kinematic data revealed only small differences in certain comparisons (e.g. LS vs. PS, and MS vs. LS) under lenient statistical testing conditions, the application of REFRAME showed clear differences between implants (for all implant combinations except for CR/CS vs. LS), even under conservative statistical testing. Since for most implant combinations, significant differences in the centres of rotation were found using REFRAME, this approach could present a suitable tool for discriminating between the kinematics of different implant types. Preoperative assessment of joint kinematics, combined with this REFRAME application, could therefore provide a key approach for improved clinical selection of implant type.

PMID:39755774 | DOI:10.1038/s41598-024-84522-w

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Nevin Manimala Statistics

Feasibility study of hyperspectral colposcopy as a novel tool for detecting precancerous cervical lesions

Sci Rep. 2025 Jan 4;15(1):820. doi: 10.1038/s41598-024-84422-z.

ABSTRACT

Cervical cancer remains a major global health concern, with a specially alarming incidence in younger women. Traditional detection techniques such as the Pap smear and colposcopy often lack sensitivity and specificity and are highly dependent on the experience of the gynaecologist. In response, this study proposes the use of Hyperspectral Imaging, a pioneering technology that combines traditional imaging with spectroscopy to provide detailed spatial and spectral information. Over a period of six-months, our custom-designed hyperspectral colposcope was used on 62 patients. The gathered data underwent a specialized preprocessing workflow using a PCA-based strategy for unsupervised segmentation of the cervical region. This process extracted spectral signatures from various tissue types, and our subsequent statistical analysis highlighted its ability to detect differences and alterations in the cervical tissue. This offers a promising avenue for improving the precision of cervical lesion diagnosis.

PMID:39755771 | DOI:10.1038/s41598-024-84422-z

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Nevin Manimala Statistics

Emergency department ophthalmoscopy: physician confidence and clinical practices

CJEM. 2025 Jan 4. doi: 10.1007/s43678-024-00843-9. Online ahead of print.

ABSTRACT

OBJECTIVES: Fundoscopy is crucial in the emergency department to identify or rule out serious ocular and neurological conditions. Despite its clinical importance, fundoscopy is often omitted due to the technical challenges associated with traditional direct ophthalmoscopy, particularly for non-ophthalmologists. This study examines emergency physicians’ practices, confidence levels, and training related to various modalities of fundoscopy including traditional direct ophthalmoscopes, binocular indirect ophthalmoscopes, panoptic ophthalmoscopes, slit lamp fundoscopy and fundus cameras; and explores the potential role of alternative modalities, such as fundus cameras, in Canadian emergency departments.

METHODS: A cross-sectional survey was distributed to approximately 1000 emergency physician members of the Canadian Association of Emergency Physicians between March 4 and April 10, 2024. The survey, developed with ophthalmology and emergency medicine experts, included Likert scales and multiple-choice questions addressing confidence, practices, training, and experience with various fundoscopy modalities. Demographic data and responses were analyzed using descriptive statistics. Surveys were anonymous and available in English and French.

RESULTS: Seventy-four emergency physicians participated (mean experience 17.8 years), representing all Canadian provinces and territories. Most reported experience with traditional direct ophthalmoscopes (97.3%), slit lamp fundoscopy (82.2%) and panoptic ophthalmoscopes (58.9%). Only 1.4% had used binocular indirect ophthalmoscopes. No participant had experience with fundus cameras. Confidence in identifying fundus findings was low across all modalities, with only 13.7% reporting confidence using traditional ophthalmoscopes. Fundoscopy was performed frequently or always by 57.5% of the respondents, yet only 6.8% routinely used pupil dilation. Only 35.6% of the respondents felt their training in fundoscopy was adequate.

CONCLUSION: Emergency physicians in Canada report low confidence in fundoscopy despite its critical role in identifying vision- or life-threatening conditions. Traditional modalities are widely used but remain challenging for non-ophthalmologists. Fundus cameras, which offer ease of use and higher diagnostic accuracy, are underutilized.

PMID:39755766 | DOI:10.1007/s43678-024-00843-9

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Nevin Manimala Statistics

Indoor incense burning and impaired lung function in patients with diabetes

Sci Rep. 2025 Jan 4;15(1):840. doi: 10.1038/s41598-024-84565-z.

ABSTRACT

While recent studies have indicated a potential link between incense burning and respiratory diseases, there is a lack of data specifically focused on diabetic patients. To explore the relationship between indoor incense burning and impaired lung function among Chinese individuals with diabetes, a comprehensive cross-sectional study was undertaken, enrolling 431 adults diagnosed with diabetes. Information on incense burning and characteristics was collected using a structured questionnaire. The outcome of the study, impaired lung function, was assessed using spirometry. Multivariable logistic regression models were employed. In the fully adjusted model, participants exposed to indoor incense burning exhibited 130% higher odds of impaired lung function compared to those not exposed, as indicated by an odds ratio (OR) of 2.3 (95% confidence interval [CI]: 0.97, 5.16; P = 0.05). Notably, this association was statistically significant only in men (OR = 3.39; 95%CI: 1.07, 9.82; P = 0.03). Our study has elucidated an association between exposure to indoor incense burning and impaired lung function in individuals with diabetes, independently of demographic factors. These findings underscore the importance of considering indoor environmental factors, such as incense burning, in the comprehensive management and care of diabetic individuals.

PMID:39755765 | DOI:10.1038/s41598-024-84565-z

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Nevin Manimala Statistics

Treatment patterns for chronic obstructive pulmonary disease under the tiered medical system

Sci Rep. 2025 Jan 4;15(1):844. doi: 10.1038/s41598-024-85010-x.

ABSTRACT

China has implemented the “tiered medical services” policy since 2015, while there is a paucity of data evaluating the the current status of chronic obstructive pulmonary disease (COPD) management under the system. Characteristics and treatments from 11,905 COPD patients in 88 hospitals across different tiers in China were included and analyzed. We assessed the statistical significance of differences by one way analysis of variance (ANOVA) for continuous variables and with the chi-squared test for categorical variables. Patients in primary hospitals (Tier1) exhibited heightened exposure to risk factors including smoking, household biofuel, and family history of respiratory diseases, and displayed elevated COPD assessment test (CAT) and modified Medical Research Council (mMRC) dyspnea scale scores, and worse lung function, in comparison to tertiary (Tier3) hospitals (P < 0.001). However, the utilization of inhaled maintenance treatments in Tier1 hospitals is markedly lower than that in Tier3 hospitals (54.8% vs. 81.3%, P < 0.001). At odds with the patients with more severer symptoms (as indicated by CAT ≥ 10 or mMRC ≥ 2), a higher proportion relied exclusively on single bronchodilators in Tier1 hospitals was observed compared to secondary (Tier2) and Tier3 hospitals (37.7% vs. 32.1% vs. 26.3%, 40.0% vs. 29.8% vs. 25.6%, P<0.001). Dual bronchodilators (long-acting β2-agonists /long-acting muscarinic antagonist, LABA/LAMA) represented the least common medication regimen across all tiers of hospitals, albeit their usage rates increased in tandem with hospital tier (0.7% vs. 7.2% vs. 10.4%, P < 0.001). In addition, the use of inhalation therapies containing inhaled corticosteroids (ICS) in China’s primary care is notably lower (16.9%) than the United States, the United Kingdom, and other middle-to-high-income countries (29.5-57.0%). There was compelling evidence pointing to greater disease severity in Tier1 hospitals, attributable to the lower and inappropriate utilization of inhaled maintenance treatments. This underscores the necessity for enhanced availability of medications and educational initiatives aimed at both physicians and patients within Tier1 hospitals.

PMID:39755745 | DOI:10.1038/s41598-024-85010-x