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Nevin Manimala Statistics

Considerations for pharmacologic thromboprophylaxis following inpatient brachytherapy for gynecologic malignancies

Brachytherapy. 2023 Jun 30:S1538-4721(23)00079-X. doi: 10.1016/j.brachy.2023.06.002. Online ahead of print.

ABSTRACT

PURPOSE: Brachytherapy irradiation carries risks of both bleeding and venous thromboembolism (VTE). No screening or management recommendations for VTE in this setting have been developed. Our study aims to understand the incidence of VTE, compile published anticoagulation guidelines, and call for future guidelines to address thromboprophylaxis in this population.

METHODS AND MATERIALS: A retrospective, single institution study of patients undergoing brachytherapy irradiation between 2012 and 2022 was undertaken. We analyzed 2 cohorts: 87 patients undergoing brachytherapy with an inpatient admission, and 66 patients assessed for risk of VTE or bleeding after discharge from an inpatient admission for brachytherapy. Caprini risk scores were calculated for each patient, and statistical analyses were performed.

RESULTS: Eighty-seven patients were included, and 25% had a VTE diagnosis. Forty-seven (54%) of patients included underwent brachytherapy as definitive treatment of cervical cancer, and 16 (18%) received brachytherapy irradiation to treat recurrent endometrial cancer. In the cohort of 66 patients assessed for risk of VTE or bleeding after brachytherapy discharge, 23 (34.8%) were discharged with thromboprophylaxis, and 43 (65.2%) were discharged without thromboprophylaxis. None of the patients discharged on thromboprophylaxis were diagnosed with a VTE within 90 days of discharge after brachytherapy, whereas 3 of 43 (7%) discharged without thromboprophylaxis were diagnosed with a VTE, OR and 95% CI: 0.25 (0.01-5.29), p = 0.37. Of the 23 patients discharged on thromboprophylaxis, 1 was readmitted for bleeding OR and 95% CI: 5.8 (0.22-155.18), p = 0.29. The median Caprini score was 11.

CONCLUSIONS: VTE is a common occurrence in patients undergoing brachytherapy. Patients undergoing brachytherapy irradiation who require inpatient admission represent a unique population, and specialty organizations should develop consensus recommendations to address these clinical challenges.

PMID:37394350 | DOI:10.1016/j.brachy.2023.06.002

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Nevin Manimala Statistics

Impact of sex on ventral hernia repair outcomes: A systematic review and meta-analysis

Am J Surg. 2023 Jun 29:S0002-9610(23)00279-9. doi: 10.1016/j.amjsurg.2023.06.026. Online ahead of print.

ABSTRACT

BACKGROUND: Given the variability in abdominal physiology and hernia presentation between sexes, better comprehension of sex-related differences in outcomes would tailor surgical approach and counseling regarding postoperative outcomes. This meta-analysis aims to appraise the effect of sex on the outcomes of ventral hernia repair.

METHODS: A literature search in PubMed, EMBASE and Cochrane selected studies comparing outcomes of ventral hernia repair between sexes. Postoperative outcomes were assessed by pooled and meta-analysis. Statistical analysis was performed using RevMan 5.4.

RESULTS: We screened 3128 studies, reviewed 133, and included 18 observational studies, which encompassed 220,799 patients following ventral hernia repair. Postoperative chronic pain was significantly higher in female (OR 1,9; 95% CI 1,64-2,2; p < 0,001). There were no significant differences in complications, readmission, or recurrence rates between females and males.

CONCLUSION: Female sex is associated with a higher risk of postoperative chronic pain following ventral hernia repair.

PMID:37394348 | DOI:10.1016/j.amjsurg.2023.06.026

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Nevin Manimala Statistics

Long-term outcomes of left atrial appendage occlusion in patients with atrial fibrillation and end stage renal disease

J Formos Med Assoc. 2023 Jun 30:S0929-6646(23)00244-9. doi: 10.1016/j.jfma.2023.06.016. Online ahead of print.

ABSTRACT

OBJECTIVE: In patients with atrial fibrillation (AF) and end-stage renal disease (ESRD), oral anticoagulants are contraindicated, and left atrial appendage occlusion (LAAO) is an alternative treatment. However, the efficacy of thromboembolic prevention using LAAO in these patients has rarely been reported in Asian populations. To our knowledge, this is the first long-term LAAO study in patients with AF undergoing dialysis in Asia.

METHODS: In this study, 310 patients (179 men) with a mean age of 71.3 ± 9.6 years and mean CHA2DS2-VASc 4.2 ± 1.8 were consecutively enrolled at multiple centers in Taiwan. The outcomes of 29 patients with AF and ESRD undergoing dialysis who underwent LAAO were compared to those without ESRD. The primary composite outcomes were stroke, systemic embolization, or death.

RESULTS: No difference in mean CHADS-VASc score was noted between patients with versus without ESRD (4.1 ± 1.8 vs. 4.6 ± 1.9, p = 0.453). After a mean follow-up of 38 ± 16 months, the composite endpoint was significantly higher in patients with ESRD (hazard ratio, 5.12 [1.4-18.6]; p = 0.013) than in those without ESRD after LAAO therapy. Mortality was also higher in patients with ESRD (hazard ratio, 6.6 [1.1-39.7]; p = 0.038). The stroke rate was numerically higher in patients with versus without ESRD, but the difference was not statistically significant (hazard ratio, 3.2 [0.6-17.7]; p = 0.183). Additionally, ESRD was associated with device-related thrombosis (odds ratio, 6.15; p = 0.047).

CONCLUSIONS: Long-term outcomes of LAAO therapy may be less favorable in patients with AF undergoing dialysis, possibly because of the poor condition of patients with ESRD.

PMID:37394333 | DOI:10.1016/j.jfma.2023.06.016

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Nevin Manimala Statistics

More advanced statistical techniques are not yet sufficient to realize the promise of risk prediction to reduce readmission

Cardiovasc Revasc Med. 2023 Jun 17:S1553-8389(23)00661-9. doi: 10.1016/j.carrev.2023.06.015. Online ahead of print.

NO ABSTRACT

PMID:37394318 | DOI:10.1016/j.carrev.2023.06.015

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Nevin Manimala Statistics

Grading practice as a strategy to improve proficiencies in undergraduate nurse education: Modelling key areas of competence

Nurse Educ Today. 2023 Jun 23;128:105890. doi: 10.1016/j.nedt.2023.105890. Online ahead of print.

ABSTRACT

BACKGROUND: In undergraduate nursing grading practice is generally avoided as it is considered educationally flawed.

OBJECTIVES: To test an innovative online grading practice tool (GPT) in undergraduate nurse education. To model the determinants of the final practice grade in four areas of clinical competence and in one cohort analysis the relationship between final practice grade and each area of clinical competence and an OSCE grade.

DESIGN: A cross-sectional study.

PARTICIPANTS: A convenience sample of 782 nursing students from one Higher Education Institution in the North-East of England were included. The sample involved two sequential cohorts of final-year students with 391 students in each cohort.

METHODS: A specifically designed online grading practice tool (GPT) composed of thirty-six objectives equally divided across four areas of clinical competence. The GPT was applied to two consecutive student cohorts on completion of their final practice learning placement.

RESULTS: There was a statistically significant difference in the mean final practice grade between the two cohorts. In the overall sample, regression modelling showed that all four areas of student assessment contributed equally to the final grade. Analysis by cohort showed that in Cohort 1 clinical thinking and professionalism had the most influence on the final grade with person-centered care and patient safety most strongly impacting on the final grades of Cohort 2. In Cohort 2 there is no statistically significant correlation between final practice grade, each area of clinical competence and an OSCE grade.

CONCLUSIONS: Practice learning is fundamental to how students develop professional awareness and learn to nurse. Findings from a novel grading practice tool applied in undergraduate nursing reveal how effectively the tool works. Nurse educators must be responsive to the realities of learning in practice and explore new ways of assessing clinical competence.

PMID:37393651 | DOI:10.1016/j.nedt.2023.105890

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Nevin Manimala Statistics

Characterization of the key odorants in floral aroma green tea based on GC-E-Nose, GC-IMS, GC-MS and aroma recombination and investigation of the dynamic changes and aroma formation during processing

Food Chem. 2023 Jun 19;427:136641. doi: 10.1016/j.foodchem.2023.136641. Online ahead of print.

ABSTRACT

To characterize the key odorants of floral aroma green tea (FAGT) and reveal its dynamic evolution during processing, the volatile metabolites in FAGT during the whole processing were analyzed by integrated volatolomics techniques, relative odor activity value (rOAV), aroma recombination, and multivariate statistical analysis. The volatile profiles undergone significant changes during processing, especially in the withering and fixation stages. A total of 184 volatile compounds were identified (∼53.26% by GC-MS). Among them, 7 volatiles with rOAV > 1 were identified as characteristic odorants of FAGT, and most of these compounds reached the highest in withering stage. According to the formation pathways, these key odorants could be divided into four categories: fatty acid-derived volatiles, glycoside-derived volatiles, amino acid-derived volatiles, and carotenoid-derived volatiles. Our study provides a comprehensive strategy to elucidate changes in volatile profiles during processing and lays a theoretical foundation for the targeted processing of high-quality green tea.

PMID:37393635 | DOI:10.1016/j.foodchem.2023.136641

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Nevin Manimala Statistics

Fractured and delayed: A qualitative analysis of disruptions in care for gynecologic malignancies during incarceration

Gynecol Oncol. 2023 Jun 30;176:1-9. doi: 10.1016/j.ygyno.2023.06.017. Online ahead of print.

ABSTRACT

OBJECTIVE: Women are experiencing growing rates of incarceration at twice the pace of that for men. Additionally, one-third will be older than 55 years of age by the end of the decade. Women who are incarcerated experience a higher prevalence of gynecologic malignancies and present with higher stage disease, which may be contributing to the greater mortality from cancer than the age-adjusted US population. Limited access to guideline-recommended screening and prevention and resource limitations across correctional facilities may result in gynecologic cancer disparities. Reasons for delayed gynecologic cancer care in prisons remain underexplored. Therefore, we sought to identify contributors to delayed gynecologic cancer care among women experiencing incarceration.

METHODS: Women at a single tertiary center in the Southeastern U.S. who were incarcerated and were diagnosed with a gynecologic cancer during 2014-2021 were identified in the electronic medical record. Note text was extracted and contributors to delay were identified and categorized using the RADaR method. Descriptive statistics were used to assess quantitative data.

RESULTS: 14 patients were identified with a total of 14,879 text excerpts. Data reduction was performed to identify excerpts that were relevant to the central research question resulting in 175 relevant note excerpts. Delays prior to the tertiary care visit included patient and institutional contributors. Delays during transition from the tertiary center to prison included discharge planning and loss to follow-up during/after incarceration. Transportation, authorization, and restraints were concrete contributors. Abstract contributors included communication, and the patient’s emotional experience.

CONCLUSIONS: We identify myriad contributors to delayed or fractured gynecologic cancer care in women experiencing incarceration. The impact of these issues warrants further study and intervention to improve care.

PMID:37393632 | DOI:10.1016/j.ygyno.2023.06.017

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Nevin Manimala Statistics

Evaluation of orbital soft tissue biomechanical parameters in patients with thyroid eye disease using the non-contact Corvis ST

Int Ophthalmol. 2023 Jul 2. doi: 10.1007/s10792-023-02770-7. Online ahead of print.

ABSTRACT

INTRODUCTION: In thyroid eye disease (TED), all ocular components and adnexa such as extraocular muscles, orbital adipose tissues, eyelids, and tear glands could be affected. This study aimed to study the orbital biomechanical parameters in patients with TED, in terms of differences with healthy individuals and correlation with clinical findings, using Corvis ST (CST, Oculus Wetzlar).

MATERIALS AND METHODS: In this study, 26 consecutive patients with TED were recruited. Demographic data were collected, and patients with TED were assessed for exophthalmos, intraocular pressure, and clinical activity score. Biomechanical response parameters of one randomly-chosen eye of each patient, including whole eye movement length (WEMl) and time (WEMt), were evaluated by the CST, and data were compared between patients and age- and gender-matched healthy controls.

RESULTS: The mean age was 39.88 ± 11.61 years old for patients with TED and 34.38 ± 8.57 years old for the healthy subjects. Nine out of 26 patients with TED and nine of 26 healthy individuals were male. The median duration of thyroid disease was 36 (IQR 54) months and the median duration of thyroid ophthalmopathy was 27 (IQR 27) months. Four out of 26 patients (7.7%) had active disease. The mean WEMl was 206.15 ± 61.58 µm in the TED group and 254.23 ± 64.01 μm in the healthy group, the difference of which was statistically significant (p = 0.008). The median of WEMt was 20.90 (1.15) msec in the TED group and 21.45 (0.93) msec in the healthy group (p < 0.001). Also, the mean of WEMl and WEMt were lower in patients with active disease compared to patients with quiescent disease.

CONCLUSION: The CST-derived WEMl was significantly smaller in patients with thyroid eye disease compared to normal subjects. The WEMl and WEMt were relatively shorter in the patients with active TED compared to the patients with quiescent TED, although small numbers of patients with active TED limits took a statistically significant conclusion. WEMl and WEMt might be useful in evaluating the compliance of the orbit in patients with TED.

PMID:37393605 | DOI:10.1007/s10792-023-02770-7

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Nevin Manimala Statistics

Outcome Of The Distal Radius Fractures Managed With Across Wrist External Fixator Vs Buttress Plate

J Ayub Med Coll Abbottabad. 2023 Jan-Mar;35(1):32-38. doi: 10.55519/JAMC-01-10605.

ABSTRACT

BACKGROUND: Distal radius fracture is one of the most common injuries presented to emergency department and can be presented in any age group. In young patients the most common cause is Road Traffic Accident (RTA), while old patient history of fall is the most common cause. Different surgical options are available to treat this injury. This study aims to compare the outcome of volar buttress plate vs across wrist external fixator for Arbeitsgemeinschaft für Osteosynthesefragen (AO) type C2/C3 fracture of the distal radius.

METHODS: A retrospective comparative study between July 2020 to June 2021 at Ghurki Trust Teaching Hospital was done and a total of 50 patients who underwent surgical intervention for AO C2/C3 fracture of the distal Radius, were included. The follow-up period was 12 weeks. QuickDASH score was used to find out patient’s functional outcomes. Functional outcome was analyzed between the two groups using Mann-Whitney U test, using SPSS version 21.

RESULTS: There was no significant statistical difference between the functional outcome of patients with distal radius fracture treated with across wrist external fixator vs volar buttress plate, in term of QuickDASH score. Furthermore, age and gender also were having no effect on functional outcome in our population.

CONCLUSIONS: Across wrist external fixator is a reasonable option for AO C2/C3 type fractures of the distal radius with comparable results with volar buttress plate. It is the procedure of choice in high volume tertiary care hospitals like Gurki Trust Teaching hospital as it saves time, have similar functional outcome score, no need to re-open for removal of implant, less chances of tendon rupture as compared to volar buttress plate for distal radius fracture.

PMID:37393570 | DOI:10.55519/JAMC-01-10605

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Nevin Manimala Statistics

Quantile forward regression for high-dimensional survival data

Lifetime Data Anal. 2023 Jul 2. doi: 10.1007/s10985-023-09603-w. Online ahead of print.

ABSTRACT

Despite the urgent need for an effective prediction model tailored to individual interests, existing models have mainly been developed for the mean outcome, targeting average people. Additionally, the direction and magnitude of covariates’ effects on the mean outcome may not hold across different quantiles of the outcome distribution. To accommodate the heterogeneous characteristics of covariates and provide a flexible risk model, we propose a quantile forward regression model for high-dimensional survival data. Our method selects variables by maximizing the likelihood of the asymmetric Laplace distribution (ALD) and derives the final model based on the extended Bayesian Information Criterion (EBIC). We demonstrate that the proposed method enjoys a sure screening property and selection consistency. We apply it to the national health survey dataset to show the advantages of a quantile-specific prediction model. Finally, we discuss potential extensions of our approach, including the nonlinear model and the globally concerned quantile regression coefficients model.

PMID:37393569 | DOI:10.1007/s10985-023-09603-w