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Nevin Manimala Statistics

Twenty years of chalazion, big data analysis

Orbit. 2026 May 25:1-8. doi: 10.1080/01676830.2026.2651956. Online ahead of print.

ABSTRACT

PURPOSE: To describe large-scale epidemiological patterns of chalazia and assess treatment outcomes.

METHODS: We conducted a retrospective cohort study using the Clalit Health Services electronic medical record database, analyzing demographic data, medical history, treatments, procedures, and outcomes between January 2003 and December 2022.

RESULTS: A total of 611,993 chalazion diagnoses were recorded in 412,365 patients. Invasive procedures were required in 56,840 cases (9.3%). After topical therapy, 11.2% of cases progressed to surgical management (18.3% with neomycin/polymyxin-B/dexamethasone, 9.7% with chloramphenicol, 13.9% with tobramycin, and 7.1% with azithromycin). Those treated only with lubricants required intervention in 6.0% of cases. Differences across treatments were statistically significant (p < 0.01). Invasive intervention was age-dependent: 1.8% in patients <18 years, 8.1% in those 18-45, and 13.7% in those> 45 (p < 0.0001). Chalazion incidence correlated strongly with mean monthly temperature (r = 0.71, p < 0.001), with higher prevalence above 21°C (specificity 0.91, sensitivity 0.79, AUC 0.90).

CONCLUSIONS: Most chalazia resolve with conservative management. Age and climate significantly influence both incidence and treatment outcomes. These findings underscore the role of environmental and demographic factors in a chalazion’s clinical course and may guide more tailored management strategies.

PMID:42178961 | DOI:10.1080/01676830.2026.2651956

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Prognostic value of novel serological markers in predicting postoperative complications of ileocecal resection in Crohn's disease patients

Pol Przegl Chir. 2025 Dec 15;98(2):1-7. doi: 10.5604/01.3001.0055.5120.

ABSTRACT

&lt;b&gt;Introduction:&lt;/b&gt; Crohn’s disease (CD) is a chronic inflammatory bowel disease frequently necessitating surgical intervention, particularly ileocecal resection (ICR), due to complications unresponsive to medical therapy. Postoperative complications remain a significant concern, highlighting the need for reliable preoperative biomarkers to improve risk stratification.&lt;b&gt;Aim:&lt;/b&gt; This study aimed to evaluate the utility of selected serologic inflammatory markers in predicting postoperative complications and their severity in CD patients undergoing ICR.&lt;b&gt;Materials and methods:&lt;/b&gt; A retrospective analysis was conducted on 110 patients who underwent ICR for CD-related complications between 2015 and 2024. Preoperative blood parameters, including neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), mean platelet volume (MPV), and C-reactive protein (CRP), were analyzed in relation to postoperative complications classified by Clavien-Dindo grading and the Comprehensive Complication Index (CCI).&lt;b&gt;Results:&lt;/b&gt; Postoperative complications occurred in 46 patients (41.8%), with surgical site infection being the most common. Severe complications (Clavien-Dindo grade IV) were observed in 5 patients, with no mortality recorded. While no statistically significant associations were found between Clavien-Dindo grade and white blood cells (WBC), platelets (PLT), NLR, MPV, or CRP levels, CRP demonstrated a significant positive correlation with CCI score (p &lt; 0.05), suggesting its potential as a predictive marker for overall complication burden.&lt;b&gt;Conclusions:&lt;/b&gt; Elevated preoperative CRP levels may serve as a useful predictor of postoperative complication severity in CD patients undergoing ICR. Although other markers, such as NLR and MPV, showed trends toward association, statistical significance was not reached. Comprehensive preoperative assessment incorporating inflammatory biomarkers could enhance surgical planning and improve outcomes in this high-risk population.

PMID:42178956 | DOI:10.5604/01.3001.0055.5120

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Impact of Vitamin D Levels on Clinical Outcomes in Hospitalized Burn Patients: A Systematic Review and Meta-Analysis

Pol Przegl Chir. 2025 Dec 15;98(2):26-36. doi: 10.5604/01.3001.0055.5118.

ABSTRACT

&lt;b&gt;Introduction:&lt;/b&gt; Vitamin D plays a key role in immune regulation, inflammation control, and musculoskeletal health. Patients with burn injuries are particularly vulnerable to its deficiency. Despite its importance, current clinical guidelines do not provide a clear consensus on how vitamin D should be managed in this population. &lt;br&gt;&lt;br&gt;&lt;b&gt;Aim:&lt;/b&gt; This meta-analysis aimed to assess the clinical impact of adequate vitamin D levels or supplementation compared to vitamin D deficiency or no supplementation in patients with burns. &lt;br&gt;&lt;br&gt;&lt;b&gt;Materials and methods:&lt;/b&gt; A systematic literature search was conducted in PubMed, Scopus, and Web of Science databases for studies reporting clinical outcomes in these 2 patient groups. The primary outcomes included duration of hospitalization, length of stay in burn intensive care units, mortality, and the incidence of sepsis and intubation. Subgroup analyses were performed for randomized and non-randomized studies. Statistical analysis was conducted using Cochrane’s Review Manager. &lt;br&gt;&lt;br&gt;&lt;b&gt;Results:&lt;/b&gt; Patients with sufficient vitamin D levels or those who received supplementation had significantly shorter overall hospitalization and burn intensive care unit stays. Although the difference in mortality was not statistically significant, intubation and sepsis occurred more frequently in patients with vitamin D deficiency or no supplementation. Subgroup analyses confirmed that both randomized and non-randomized studies showed a significantly reduced hospital stay in patients with adequate vitamin D status. &lt;br&gt;&lt;br&gt;&lt;b&gt;Discussion:&lt;/b&gt; The findings suggest that vitamin D management may improve clinical outcomes in burn patients and should be considered in future guidelines. &lt;br&gt;&lt;br&gt;&lt;b&gt;Conclusions:&lt;/b&gt; Further prospective studies with larger patient populations are necessary to establish standardized treatment protocols.

PMID:42178955 | DOI:10.5604/01.3001.0055.5118

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Analysis of correlation between RAD51 172G/T polymorphism and colorectal cancer in the Polish population

Pol Przegl Chir. 2026 Jan 27;98(2):13-18. doi: 10.5604/01.3001.0055.5916.

ABSTRACT

&lt;b&gt;Introduction:&lt;/b&gt; Colorectal cancer (CRC) is the second most common cancer worldwide. Much attention has recently been paid to the epigenetic features of CRC. Homologous recombination repair (HRR) is a biochemical pathway that plays a crucial role in maintaining genome integrity through the repair of double-strand breaks (DBS). &lt;i&gt;RAD51&lt;/i&gt; recombinase is widely considered a key enzyme in HRR. Genome-wide single nucleotide polymorphisms (SNPs) are a significant type of genetic variation.&lt;b&gt;Aim:&lt;/b&gt; The aim of this study was to assess the association between the occurrence of individual genotypes/alleles of the &lt;i&gt;RAD51&lt;/i&gt; 172G/T polymorphism (rs1801321) and the risk of CRC.&lt;b&gt;Materials and methods:&lt;/b&gt; The material used for DNA isolation was peripheral blood from patients at the Department of General and Colorectal Surgery, Medical University of Lodz. The study recruited patients (n = 188) with histologically confirmed colorectal cancer. The control group consisted of undiagnosed individuals (n = 200), matched for age and gender, without a family history of cancer among first-degree relatives.&lt;b&gt;Results:&lt;/b&gt; No statistically significant association was found between the frequency of the assessed alleles/genotypes and the presence of CRC. The analysis also showed that the 127G/T variant of the RAD51 gene was not statistically significantly associated with the development of colorectal cancer.&lt;b&gt;Discussion:&lt;/b&gt; The 127G/T polymorphism of the &lt;i&gt;RAD51&lt;/i&gt; gene appears to be an unpromising marker for colorectal cancer. However, new observations regarding the variant in the distal promoter may open up prospects for future research on molecular markers.&lt;b&gt;Conclusions:&lt;/b&gt; The study results indicate no association between the &lt;i&gt;RAD51&lt;/i&gt; 172G/T polymorphism and the risk of CRC. Therefore, there is a need for further research in the area of selected polymorphisms in CRC.

PMID:42178953 | DOI:10.5604/01.3001.0055.5916

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Performance of Large Language Models in Differentiating Systemic Lupus Erythematosus From Mimicking Conditions Using the 2019 EULAR/ACR Criteria: A Comparative Analysis

Int J Rheum Dis. 2026 May;29(5):e70713. doi: 10.1111/1756-185x.70713.

ABSTRACT

INTRODUCTION: Systemic Lupus Erythematosus (SLE) presents a significant diagnostic challenge for clinicians due to its diverse clinical manifestations and overlap with other autoimmune conditions. Large Language Models (LLMs) are currently regarded as having the potential to assist clinicians in expediting decision-making. This study aimed to evaluate the performance of four LLMs in differentiating SLE from clinically mimicking conditions.

METHODS: A retrospective diagnostic accuracy study was conducted involving 100 patients at a rheumatology center: 50 patients with confirmed SLE and 50 non-SLE patients with conditions including rheumatoid arthritis, systemic sclerosis, axial spondyloarthritis, psoriatic arthritis, myositis, ANCA-associated vasculitis, mixed connective tissue disease, undifferentiated connective tissue disease, and fibromyalgia. Four LLMs were evaluated: Deepseek, ChatGPT 4.0, Claude Sonnet 4, and Gemini. The 2019 European Alliance of Associations for Rheumatology/American College of Rheumatology (EULAR/ACR) classification criteria were applied. Diagnostic accuracy, positive predictive value (PPV), negative predictive value (NPV), and Area Under the Receiver Operating Characteristic Curve (AUC) were calculated. IBM SPSS Statistics version 25 was used for all analyses.

RESULTS: Gemini achieved the highest performance score, with an accuracy of 96% (95% CI: 91.2-100.0%), sensitivity of 94% (95% CI: 89.3-98.7%), specificity of 98% (95% CI: 93.1-100.0%), and an AUC of 0.960. ChatGPT 4.0 and Claude Sonnet 4 exhibited comparable accuracy. Deepseek recorded the lowest performance score.

CONCLUSION: Gemini demonstrated significant potential to assist clinicians in differentiating SLE from mimicking conditions. Nevertheless, prospective validation in real-world clinical settings is required before these tools can be reliably integrated into clinical practice.

PMID:42178941 | DOI:10.1111/1756-185x.70713

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Effect of Regional Anesthesia on Recovery Outcomes After Pediatric Renal Transplantation: A Retrospective Study

Pediatr Transplant. 2026 May;30(5):e70348. doi: 10.1111/petr.70348.

ABSTRACT

BACKGROUND: The quadratus lumborum (QL) and transversus abdominis plane (TAP) blocks reduce opioid consumption and pain scores in adult renal transplantation. However, their efficacy in pediatric renal transplantation remains unknown. This retrospective study investigates the effect of different regional anesthesia techniques on postoperative opioid consumption and recovery outcomes following pediatric renal transplantation.

METHODS: Retrospective review of pediatric patients undergoing renal transplantation at a single academic children’s hospital between January 2019 and September 2023. Patients received either an anterior QL block with contralateral RS block (QL/RS group), high-dose TAP block (hTAP group), low-dose TAP block (lTAP group), or no block (control group). The primary aim was to compare postoperative opioid consumption. The secondary outcomes were intraoperative opioid consumption, median operative time, time to extubation, and length of stay (LOS) in the intensive care unit (ICU) and hospital.

RESULTS: There was no difference in opioid consumption in milligram morphine equivalents per kilogram (MME/kg) on postoperative days (POD) 0 and 1 between each block group as compared to the no block group. The QL/RS group had the shortest time to extubation, with all patients extubated in the operating room (compared to 5.2 ± 21.2 h in the hTAP group, 2.4 ± 7.8 h in the lTAP group, and 10.9 ± 22.6 h in the no block group). There was no difference in ICU LOS. The QL/RS, hTAP, lTAP groups all had shorter overall hospital LOS (median days [95% CI]: 6.3 [5.6, 6.6], p = 0.01; 6.4 [5.6, 7.2], p = 0.02; 5.6 [4.4, 6.9], p = 0.01; respectively) as compared to the no block group (7.3 [6.6, 8.5] days).

CONCLUSION: Although there was no significant difference in postoperative opioid consumption between groups, the QL/RS block group was associated with the shortest time to extubation, with all patients extubated in the operating room. All block groups had reduced overall hospital LOS compared to the no block group. Both QL/RS and TAP blocks may offer benefits in perioperative recovery, warranting further prospective investigation to optimize regional anesthesia strategies for pediatric renal transplant recipients.

PMID:42178914 | DOI:10.1111/petr.70348

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The Natural History of Residual and Recurrent Disease in Advanced Juvenile Nasopharyngeal Angiofibroma: A Systematic Review

Laryngoscope. 2026 May 24. doi: 10.1002/lary.70634. Online ahead of print.

ABSTRACT

OBJECTIVE: This systematic review explores the natural history of residual and recurrent juvenile nasopharyngeal angiofibromas (JNAs) to inform clinical decision-making.

DATA SOURCES: PubMed, Embase, Scopus, and Web of Science.

REVIEW METHODS: A systematic literature review was conducted according to PRISMA guidelines across PubMed, Embase, Scopus, and Web of Science from inception to February 20, 2025 and was re-run on September 21, 2025. Studies included patients with advanced JNA and documented follow-up of residual or recurrent disease. Descriptive statistics, chi-squared analysis, and analysis of variance were used to evaluate treatment outcomes across different modalities including surgery, radiotherapy, gamma knife surgery, and medical therapies.

RESULTS: Twenty-one studies encompassing 131 male patients (mean age 16.3 years) were included. Residual or recurrent disease demonstrated complete involution in 41%, stable disease in 29%, and reduction in size in 25% of cases. Only 2% of patients had progressive disease. A statistically significant association was observed between treatment modality and outcome (p = 0.015), with radiotherapy, either alone, or as part of a multimodal approach, showing the highest rates of spontaneous involution.

CONCLUSION: Residual and recurrent JNAs often remain stable or regress without further intervention. Close surveillance with imaging is a safe and effective strategy for asymptomatic patients, minimizing the risks of additional treatment in a young patient population with disease near critical anatomical structures.

PMID:42178599 | DOI:10.1002/lary.70634

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The activation of the metabolic oxaloacetate-pyruvate axis restores influenza A virus replication during impaired glycolysis

Virol J. 2026 May 24. doi: 10.1186/s12985-026-03201-6. Online ahead of print.

ABSTRACT

Viruses strongly depend on the host cell for efficient replication and influenza A virus (IAV) amongst others also lead to remarkable changes of the host cell metabolism. The restriction of virus replication through suppression of glucose metabolism has already been described. In addition to glycolysis and glutaminolysis, viral replication also relies on the tricarboxylic acid (TCA) cycle. So far, the metabolic key intermediate of the TCA cycle, oxaloacetate (OAA), is described to enhance glycolysis and respiration flux rates under metabolic stress conditions. However, the mode of action of the metabolic fuel intermediate OAA in direct relation to influenza viral growth under strong glycolysis inhibition remains unclear. As the TCA cycle acts as a central metabolic hub linking all major metabolic pathways, the effects of OAA under glycolysis inhibition were examined in greater detail in this study. We aimed to get a better understanding of metabolic host-virus interactions and to analyze the effects of metabolic fueling intermediates on IAV replication under glycolysis inhibition. We inhibited glycolysis and supplemented IAV infected cells with the metabolic fueling intermediate OAA. Inhibition of glycolysis led to a statistically significant reduction of viral titers while OAA addition reversed the antiviral effects such as reduced viral protein accumulation, viral titers, and vRNA expression. In line with previous studies, we showed that mannose, which is closely connected to glycolysis, circumvents the virus restricting effects of glycolysis inhibition. Moreover, we demonstrated that supplementation of mannose or OAA led to a roughly comparable replication recovery under strong inhibition of glycolysis. Furthermore, mass spectrometry-based metabolomics data revealed a strong accumulation of pyruvate in OAA supplemented samples. Finally, comparing OAA and pyruvate rescuing capacities of IAV growth under glycolysis inhibition tended to show similar activities for both metabolites arguing that OAA mediated IAV rescue is achieved through its conversion to pyruvate. Summarizing, our data indicate that the TCA cycle intermediate OAA has virus supporting effects as it reversed the antiviral effects of glycolysis inhibition.

PMID:42178590 | DOI:10.1186/s12985-026-03201-6

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Workplace violence as a predictor of job stress and turnover intention: a cross-sectional study

BMC Psychol. 2026 May 25. doi: 10.1186/s40359-026-04836-4. Online ahead of print.

ABSTRACT

BACKGROUND: Workplace violence (WPV) represents a growing global health and occupational safety concern, with significant implications for employees’ well-being and job satisfaction as well as organizational performance. This study explores the prevalence of non-physical WPV, specifically perceived sexual harassment (PSH) and perceived gender discrimination (PGD), and examines their potential adverse outcomes such as job stress and intention to leave employment across the public and private sectors in Saudi Arabia.

METHODS: A cross-sectional online survey using non-probability purposive sampling was conducted from November 2023 to March 2025, involving 558 employees from 20 public and private sector organizations in Saudi Arabia. Descriptive statistics and multivariable generalized linear models with gamma regression were used for the analysis.

RESULTS: The mean PSH score was 18.5 (SD = 5.98) and the mean PGD score was 19.6 (SD = 7.97). The multivariable generalized linear models indicated that PGD was associated with higher PSH (adjusted rate ratio = 1.009, 95% CI [1.007, 1.012]) and that elevated job stress was associated with increased PSH (adjusted rate ratio = 1.005, 95% CI [1.002, 1.009]) and PGD (adjusted rate ratio = 1.015, 95% CI [1.010, 1.021]).

CONCLUSIONS: Non-physical forms of WPV, including PSH and PGD, are prevalent across workplace settings in Saudi Arabia and are associated with adverse psychological and occupational outcomes. The results underscore the necessity for organizational policies and psychologically informed workplace interventions to mitigate harassment and discrimination, enhance employee well-being, and foster safer workplace environments.

PMID:42178581 | DOI:10.1186/s40359-026-04836-4

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Cumulative and co-occurring strains among mass public shooting perpetrators: implications for violence prevention

Inj Epidemiol. 2026 May 24. doi: 10.1186/s40621-026-00690-5. Online ahead of print.

ABSTRACT

BACKGROUND: Mass public shootings represent a significant source of fatal and nonfatal injury in the United States. This study examines patterns of strain among individuals who carried out these events, with attention to the prevalence, co-occurrence, and cumulative burden of stressors.

METHODS: Data were drawn from a database of mass public shootings in the United States from 1999 to 2024, comprising 171 incidents and 175 perpetrators. Information was collected using a structured, multi-source approach including official records, secondary reports, and triangulated media sources. Eighteen dichotomous indicators of strain were coded. Descriptive statistics assessed prevalence and cumulative strain, and phi coefficients examined pairwise associations.

RESULTS: Perpetrators experienced multiple, overlapping forms of strain (mean = 4.78; SD = 2.78). Psychiatric concerns, job-related difficulties, and interpersonal stressors were most common. Strains frequently co-occurred, with strong associations among interpersonal and psychological factors and between structural stressors and ideological motivations. Most perpetrators experienced multiple concurrent stressors, indicating that these events rarely are preceded by a single, isolated grievance.

CONCLUSIONS: Mass public shootings may be better understood as the result of cumulative and co-occurring strains rather than isolated risk factors. Injury and violence prevention efforts may be strengthened by emphasizing patterns of stressors, early identification, and coordinated, systems-level responses, including threat assessment.

PMID:42178574 | DOI:10.1186/s40621-026-00690-5