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Nevin Manimala Statistics

Physician global assessments in systemic sclerosis is related to subclinical cardiac involvement

Clin Rheumatol. 2025 May 26. doi: 10.1007/s10067-025-07496-8. Online ahead of print.

ABSTRACT

BACKGROUND: Systemic sclerosis (SSc), is an autoimmune disease that affects multiple organs. Although physician’s Global Assessment (PGA) has been proved to be a useful tool in assessing the risk of outcomes in SSc patients, reliable grading criteria for SSc remain lacking. Early cardiac involvement particularly remains a diagnostic challenge.

OBJECTIVES: This study aims to assess the differences of clinical and cardiac magnetic resonance (CMR) in SSc patients with different duration and states, as indicated by PGA, identifying risk factors indicating potential cardiac involvement.

METHODS: SSc patients aged 18-70 years old without cardiac symptoms were recruited and underwent CMR at 3.0 T. PGA score was used to grade the SSc disease state: mild, the PGA score ranged from 0 to 1; and moderate/severe, the PGA score ranged from 1 to 3. The relationship between PGA and myocardial T1 values was analyzed using Spearman correlation coefficient. The inter-rater agreement in assessing PGA and the agreement between PGA and European Systemic sclerosis study group activity index (EScSG-AI) were evaluated using Kappa analysis. Linear regression analyses were conducted to evaluate the association between PGA and myocardial native T1 values.

RESULTS: Weak correlation was found between myocardial native T1 values and PGA score (r = 0.379, P = 0.002), particularly in SSc patients in moderate/severe disease state (r = 0.336, P = 0.008). Univariate linear regression analysis revealed that PGA was significantly associated with myocardial native T1 value (β, 15.316; 95%CI, 29.699-90.971; P < 0.001). Multivariate regression analysis showed that the association between PGA and myocardial native T1 value remained statistically significant after adjusting age and sex (model 1: β, 14.788; 95% CI, 35.257-94.461; P < 0.001), age, sex and myositis (model 2: β, 61.110; 95% CI, 32.177-90.043; P < 0.001), and age, sex, myositis, disease duration (model 3: β, 63.895; 95% CI 33.281-94.519; P < 0.001).

CONCLUSION: PGA was associated with myocardial native T1 values in asymptomatic SSc patients, suggesting that PGA might be a useful tool to evaluate subclinical myocardial involvement of SSc. Key Points • The Physician’s Global Assessment (PGA) may offer a low-cost, non-invasive method for identifying subclinical myocardial involvement in SSc patients, potentially enhancing screening and disease management. • These findings provide a basis for further longitudinal studies with larger cohorts to validate the role of PGA in predicting cardiac outcomes in SSc.

PMID:40415132 | DOI:10.1007/s10067-025-07496-8

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Nevin Manimala Statistics

A Pioneer in Occupational Medicine and Safety: P. J. Imperato, M.D. (1894-1969)

J Community Health. 2025 May 26. doi: 10.1007/s10900-025-01478-2. Online ahead of print.

ABSTRACT

Occupational medicine and safety are now very well-established specialties world-wide. They bring together the essentials of clinical medicine and public health. However, the adoption of the principles of occupational medicine and safety was a long process in which both indifference and opposition had to be overcome. A leading pioneer in these fields, P.J. Imperato, MD, launched remarkable initiatives in the workplace some seventy years ago. He did so in the fields of heavy and marine construction. He first entered the field of occupational medicine in the late 1930’s when he served as the physician for the Sullivan Drydock and Repair Corporation, a ship yard in Brooklyn, New York. Some ten years later he was appointed Director of the Medical and Safety Department of the Merritt-Chapman and Scott Corporation (MC&S). His comprehensive initiatives led to measurable positive outcomes through a process of formative assessment. These assessments focused on injuries and deaths. As a result of the initiatives he implemented in a high-risk heavy construction industry, injuries and deaths statistically declined leading to savings in workers’ compensation and liability insurance payments. Imperato achieved all of this in the context of the high-risk construction of bridges, dams, tunnels, and housing developments by one of the leading construction companies in the United States.

PMID:40415125 | DOI:10.1007/s10900-025-01478-2

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Nevin Manimala Statistics

Liquid biopsy for the detection of H3K27m in patients with brainstem tumors

Neurosurg Rev. 2025 May 26;48(1):442. doi: 10.1007/s10143-025-03593-z.

ABSTRACT

The treatment of diffuse brainstem tumors is prescribed in most cases without morphological or molecular genetic verification. “Liquid biopsy” is a minimally invasive technique that provides information about the biology of tumors without a standard biopsy. We set out to determine the informativeness of this diagnostic method for detecting H3K27 and BRAF V600E mutations in patients with diffuse brainstem tumors. Thirty patients (10 children, 20 adults) with radiologically verified brainstem tumors underwent CSF collection via lumbar puncture. Cell-free DNA (cfDNA) isolated from the CSF was used for detection of H3F3A K28M and BRAF V600E mutations via digital droplet PCR. In 23 patients, the study of these mutations was performed in parallel in the pool of cfDNA and DNA isolated from tumor tissue obtained during a standard tumor biopsy. A mutation in the BRAF gene was not detected in any patient. The H3F3A K28M mutation was detected in 7 samples of cfDNA and 8 samples of DNA isolated from tumor tissue obtained from 23 patients for whom the study was performed in parallel. The sensitivity and specificity of H3F3A K28M mutation detection in CSF and tumor tissue were 87.5% and 100%, respectively (P < 0.001, relative risk = 0.063, 95% CI: 0.009-0.417). Minimally invasive diagnosis of diffuse brainstem tumors via the “liquid biopsy” method is informative for the detection of specific H3F3A K28M mutations and allows the verification of the diagnosis of diffuse midline glioma with H3K27 (H3K28M) alterations without a standard biopsy. Despite the promising results, an important limitation of the work is the small sample size, which affects the statistical results and conclusions. Large multicenter studies are needed to further investigate the value of liquid biopsy in brainstem gliomas.

PMID:40415124 | DOI:10.1007/s10143-025-03593-z

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Nevin Manimala Statistics

The association between shorter disease course and sarcopenia in women with endometriosis: a retrospective analysis of NHANES 1999-2006

Sci Rep. 2025 May 25;15(1):18206. doi: 10.1038/s41598-025-03511-9.

ABSTRACT

Endometriosis is a common gynecological disorder that is associated with chronic pelvic pain, infertility, and metabolic complications. Sarcopenia, characterized by progressive skeletal muscle loss, predominantly affects older adults. This study explored the incidence and risk factors for sarcopenia in endometriosis patients using the NHANES dataset, which included 373 participants. Endometriosis was confirmed through self-report questionnaire, and sarcopenia was diagnosed via dual-energy X-ray absorptiometry. Covariates encompassed age, race, marital status, education attainment, poverty income ratio, smoking habits, and comorbidities. Statistical analyses were conducted using SPSS version 26.0, incorporating four multivariate regression models. The average age was 40.3 and 40.0 years in endometriotic participants with and without sarcopenia, respectively. Minority ethnicity had higher odds for sarcopenia (OR 6.00, 95% CI 1.24-29.07). A disease duration of endometriosis less than five years was associated with higher sarcopenia risk (OR 4.83, 95% CI 2.57-9.09). Conversely, lower educational levels were linked to a reduced chance of developing sarcopenia (OR 0.42, 95% CI 0.21-0.86). These findings were consistent across all regression models, indicating that ethnic minority status, higher educational attainment, and shorter disease duration are significant risk factors for concurrent sarcopenia in endometriosis patients.

PMID:40415119 | DOI:10.1038/s41598-025-03511-9

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Nevin Manimala Statistics

Combining graph neural network and Mamba to capture local and global tissue spatial relationships in whole slide images

Sci Rep. 2025 May 25;15(1):18261. doi: 10.1038/s41598-025-99042-4.

ABSTRACT

In computational pathology, extracting and representing spatial features from gigapixel whole slide images (WSIs) are fundamental tasks, but due to their large size, WSIs are typically segmented into smaller tiles. A critical aspect of analyzing WSIs is how information across tiles is aggregated to predict outcomes such as patient prognosis. We introduce a model that combines a message-passing graph neural network (GNN) with a state space model (Mamba) to capture both local and global spatial relationships among the tiles in WSIs. The model’s effectiveness was demonstrated in predicting progression-free survival among patients with early-stage lung adenocarcinomas (LUAD). We compared the model with other state-of-the-art methods for tile-level information aggregation in WSIs, including statistics-based, multiple instance learning (MIL)-based, GNN-based, and GNN-transformer-based aggregation. Our model achieved the highest c-index (0.70) and has the largest number of parameters among comparison models yet maintained a short inference time. Additional experiments showed the impact of different types of node features and different tile sampling strategies on model performance. Code: https://github.com/rina-ding/gat-mamba .

PMID:40415116 | DOI:10.1038/s41598-025-99042-4

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Nevin Manimala Statistics

Factors associated with parental hesitancy towards the human papillomavirus vaccine: a cross-sectional study

Sci Rep. 2025 May 26;15(1):18284. doi: 10.1038/s41598-025-94067-1.

ABSTRACT

Cervical cancer is the second most common cancer among females in Cameroon, with human papillomavirus (HPV) being the primary cause. While HPV vaccines are highly effective and have been introduced by Cameroon’s Ministry of Health (MOH), uncertainties persist regarding the determinants of HPV-related vaccine hesitancy. This study investigated the factors associated with parental HPV and cervical cancer awareness as well as parental HPV vaccine hesitancy in Cameroon. This cross-sectional study included 1,187 participants residing in Buea Health District (BHD) from August 2023 to March 2024. A pretested questionnaire adapted from the WHO’s vaccine hesitancy tool was used for data collection. Multivariable logistic regression generated adjusted odds ratios for lack of awareness and vaccine hesitancy. Younger ages and lower education levels were significantly associated with greater odds of HPV and cervical cancer unawareness. Parents with lower educational attainment and those unaware of HPV and cervical cancer had higher odds of vaccine hesitancy. Additionally, concerns about vaccine safety and side effects, distrust in the MOH and pharmaceutical companies, and lack of support from religious leaders were associated with parental vaccine hesitancy. In contrast, parents with a history of chronic illness had lower odds of being hesitant. The study identified several factors associated with parental HPV vaccine hesitancy. Addressing these factors could play a key role in improving vaccine uptake among children and eventually reducing cervical cancer rates in Cameroon.

PMID:40415103 | DOI:10.1038/s41598-025-94067-1

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Nevin Manimala Statistics

Study of target INR achievement, incidence of hemorrhagic complications and affecting factors after during warfarin treatment in western area of China

Sci Rep. 2025 May 25;15(1):18200. doi: 10.1038/s41598-025-03434-5.

ABSTRACT

This study aimed to assess the clinical management of warfarin therapy in Western China by investigating: the rate of international normalized ratio (INR) target achievement and its influencing factors, and the incidence and risk factors for hemorrhagic complications. The primary goal was to identify high-risk patient populations requiring intensified monitoring in this resource-limited region with distinct demographic challenges including multi-ethnic populations and limited healthcare access. We conducted a retrospective cohort analysis of 154 consecutive inpatients prescribed warfarin at a tertiary care center in Western China. Data were systematically collected from: baseline demographics, detailed medication histories, INR monitoring results, and documentation of bleeding events. Statistical analysis employed Pearson chi-square tests to evaluate associations between clinical variables and primary outcomes: achievement of target INR ranges (2.0-3.0 for most indications; 1.8-2.5 for mechanical valves) and development of hemorrhagic complications. Secondary analysis examined factors influencing bleeding severity. The study revealed several critical findings regarding INR control: the overall therapeutic achievement rate was 32.3% for the 2.0-3.0 range (n = 130) and 50.0% for the 1.8-2.5 range (n = 24). Notably, we observed universal therapeutic failure (0% achievement) in three high-risk subgroups: octogenarians (≥ 81 years), underweight patients (BMI < 18.5 kg/m2), and amiodarone users. In contrast, structured physician education demonstrated substantial benefit (72.13% achievement rate vs 27.87% without instruction). Regarding safety outcomes, Bleeding complications were strongly associated with heart failure (16.07% vs 83.93% without), pulmonary infections (20.72% vs 79.28% without), and PPI use (42.86% vs 57.14%). A striking disparity emerged in bleeding severity: cardiothoracic surgery patients experienced minor bleeding at markedly higher rates (66.7%) compared to other departments (≤ 6.7%). This study identifies three high-risk populations in Western China requiring prioritized monitoring: vulnerable patients (advanced age, low BMI), individuals with cardiopulmonary comorbidities, and those prescribed interacting medications (amiodarone, PPIs). These findings have important clinical implications, particularly for resource-limited settings, we propose: implementation of Structured Medication Education Programs, intensive medication monitoring for high-risk patients, development of specialty-specific monitoring protocols in cardiothoracic departments, and establishment of multidisciplinary anticoagulation management teams. These findings underscore the need for context-specific strategies to optimize warfarin therapy in ethnically diverse, under-resourced regions, while highlighting critical areas for future research.

PMID:40415097 | DOI:10.1038/s41598-025-03434-5

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Nevin Manimala Statistics

Comparison of SES method and SARIMA model in predicting the number of admissions in the department of neurology

Sci Rep. 2025 May 26;15(1):18287. doi: 10.1038/s41598-025-03106-4.

ABSTRACT

To establish and compare the prediction effect of SES and SARIMA model, and select the best prediction model to predict the number of patients in neurology department. The data came from HIS and medical record management system of a Grade-A hospital in Zhejiang Province. The number of inpatients from January 2019 to September 2023 was selected to establish SES and SARIMA model, respectively. Compare the fitting parameters, The larger the R2_adjusted, R2, the smaller the RMSE, MAPE, MAE and standardized BIC, The better model is selected. Finally, the established model was used to predict the number of hospital admissions from October to December 2023, and the prediction effect of the MRE judgment model was compared. The number of admissions to the department of neurology shows a cyclical change, and drops sharply in January-February each year and rises rapidly in March. The best fitting models of SES model and SARIMA model were Winters addition model and SARIMA(0,1,1)(0,1,1)12 model, respectively. The two models were selected to predict the number of admissions in the Department of neurology from October to December 2023, and the average relative error was 0.04 and 0.03, respectively. The prediction effect of SARIMA(0,1,1)(0,1,1)12 model was better. Age and Spring Festival may be the factors that affect the periodic change of the number of admissions in neurology department. Both SES and SARIMA model can be used to predict the number of admissions in the department of neurology, and the SARIMA model may be better.

PMID:40415093 | DOI:10.1038/s41598-025-03106-4

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Nevin Manimala Statistics

The diabetic neuropathy and bone mineral density in type 2 diabetes mellitus: a cross-sectional and meta-analytic study

Clin Exp Med. 2025 May 25;25(1):175. doi: 10.1007/s10238-025-01710-2.

ABSTRACT

Diabetic neuropathy (DN) is a common complication of type 2 diabetes mellitus (T2DM), yet its impact on bone mineral density (BMD) remains unclear. This study combines cross-sectional and meta-analytic methods to comprehensively explore the relationship between DN and osteoporosis in T2DM patients. The cross-sectional study included 523 T2DM patients, classified into DN and non-DN groups. BMD was measured using dual-energy X-ray absorptiometry (DXA), and multivariate analysis identified osteoporosis-related factors. The meta-analysis included studies published from 1999 to 2021, comparing BMD between patients with and without DN. The results showed that while significant differences in clinical characteristics and biochemical indices (such as age, HbA1c, and 25(OH) vitamin D levels) were observed between the groups, no significant association between DN and osteoporosis was found after adjusting for covariates like body mass index and blood pressure. Additionally, the meta-analysis confirmed no significant impact of DN on BMD across skeletal sites, including the lumbar spine, hip, and femoral neck. These findings suggest that while DN may indirectly affect bone health through alterations in bone metabolism (such as bone formation markers), its direct impact on BMD is limited. The study’s limitations include its cross-sectional design, which restricts causal inference, and retrospective data collection, underscoring the need for prospective studies to further elucidate the mechanisms behind DN’s effects on bone health. These results highlight the complex interplay of factors influencing osteoporosis risk in T2DM and underscore the importance of a multifactorial approach to bone health management in this population.

PMID:40415081 | DOI:10.1007/s10238-025-01710-2

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Nevin Manimala Statistics

Ultrasound guided transabdominal botulinum toxin injection for refractory overactive bladder treatment

Sci Rep. 2025 May 25;15(1):18162. doi: 10.1038/s41598-025-03116-2.

ABSTRACT

To evaluate the efficacy and safety of ultrasound – guided transabdominal injection of Botulinum toxin A (BoNT – A) in the treatment of refractory overactive bladder (rOAB). This retrospective cohort study included 64 patients with rOAB admitted to the Department of Urology, the Third People’s Hospital of Hangzhou, from January 2021 to February 2025. They were divided into an observation group (ultrasound – guided transabdominal injection, 32 cases) and a control group (transurethral cystoscopic injection, 32 cases). Both groups received BoNT – A (100 U) intramural injection of the bladder. In the observation group, the injection was performed under real – time ultrasound guidance through the abdominal wall, while the control group underwent the standard cystoscopic injection method. The primary outcome measures included the parameters of the micturition diary (urgency episodes, daytime urination frequency, nocturia episodes) and bladder capacity (initial desire capacity, maximum bladder capacity) before treatment, 1 month, and 6 months post-treatment. The secondary outcomes covered the standardized scale scores of patients (ICIQ – OAB, OAB – Q), global impression of improvement (PGI – I), visual analog pain score (VAS), incidence of complications, retreatment rates, and immediate willingness to repeat the procedure. There were no statistically significant differences in baseline characteristics (age, sex, and pre – treatment symptom scores) between the two groups (all P > 0.05). After treatment, both groups of patients showed significant improvement in urgency episodes, daytime urination frequency, nocturia episodes, bladder capacity, and ICIQ – OAB and OAB – Q scores (all P < 0.05), but there was no significant difference in therapeutic effects between the groups (all P > 0.05).Six months after treatment, the observed indicators in the observation and control groups increased compared with 1 month after treatment, but were still significantly better than the baseline level (all P < 0.05). There was no significant difference in efficacy between the two groups (all P > 0.05). The incidence of complications in the observation group was significantly lower than that in the control group (P < 0.01), and the VAS pain score was lower (3.32 ± 1.25 vs. 4.82 ± 1.61, P = 0.006), with a higher immediate willingness to repeat the procedure (8.28 ± 1.54 vs. 6.86 ± 2.19, P = 0.004). There was no significant difference in PGI-I scores between the groups (2.27 ± 0.92 vs. 1.95 ± 0.43, P = 0.08). There was no significant difference in the repeat injection rate between the two groups at 6 months after treatment (28.13% vs. 18.75%, P = 0.375). Ultrasound – guided transabdominal injection of BoNT – A for rOAB is as effective as transurethral cystoscopic injection, but it can significantly reduce the risk of complications and improve patient acceptance of treatment, providing a safer and more compliant alternative option for clinical practice.

PMID:40415074 | DOI:10.1038/s41598-025-03116-2