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Nevin Manimala Statistics

Mental fatigue, cognitive performance and autonomic response following sustained mental activity in clinical burnout

Biol Psychol. 2023 Aug 18:108661. doi: 10.1016/j.biopsycho.2023.108661. Online ahead of print.

ABSTRACT

OBJECTIVE: To investigate the effects of sustained mental activity on perceptions of mental fatigue, cognitive performance, and autonomic response in patients with clinical burnout as compared to a healthy control group.

METHODS: Patients with clinical burnout (n = 30) and healthy control participants (n = 30) completed a 3-hour test session, in which they were administered a set of cognitive tests before and after an effortful cognitive task with concurrent sound exposure. Perceptions of mental fatigue and task demands (mental effort and concentration difficulties) were assessed repeatedly over the course of the test session. Heart rate variability was recorded to index autonomic response.

RESULTS: In comparison with controls, perceived mental fatigue increased earlier in the session for the clinical burnout group and did not recover following a short rest period. Throughout the session, patients rated the tasks as more demanding and showed less improvement on measures of attention and processing speed, inhibition and working memory. While autonomic responses were initially comparable, there was a unique decrease in high-frequency heart rate variability in the clinical burnout group after extended testing and exposure.

CONCLUSION: Patients with clinical burnout are affected differently than healthy controls by sustained mental activity, as reflected by ratings of perceived mental fatigue, aspects of cognitive performance and autonomic response. Further investigation into the role of autonomic regulation in relation to cognitive symptoms in clinical burnout is warranted.

PMID:37598882 | DOI:10.1016/j.biopsycho.2023.108661

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Nevin Manimala Statistics

Photochemical outcomes triggered by gold shell-isolated nanorods on bioinspired nanoarchitectonics for bacterial membranes

Biochim Biophys Acta Biomembr. 2023 Aug 18:184216. doi: 10.1016/j.bbamem.2023.184216. Online ahead of print.

ABSTRACT

Boosted by the indiscriminate use of antibiotics, multidrug-resistance (MDR) demands new strategies to combat bacterial infections, such as photothermal therapy (PTT) based on plasmonic nanostructures. PTT efficiency relies on photoinduced damage caused to the bacterial machinery, for which nanostructure incorporation into the cell envelope is key. Herein, we shall unveil the binding and photochemical mechanisms of gold shell-isolated nanorods (AuSHINRs) on bioinspired bacterial membranes assembled as Langmuir and LS monolayers of DOPE, Lysyl-PG, DOPG and CL. AuSHINRs incorporation expanded the isotherms, with stronger effect on the anionic DOPG and CL. Indeed, FTIR of LS films revealed more modifications for DOPG and CL owing to stronger attractive electrostatic interactions between anionic phosphates and the positively charged AuSHINRs, while electrostatic repulsions with the cationic ethanolamine (DOPE) and lysyl (Lysyl-PG) polar groups might have weakened their interactions with AuSHINRs. No statistical difference was observed in the surface area of irradiated DOPE and Lysyl-PG monolayers on AuSHINRs, which is evidence of the restricted nanostructures insertion. In contrast, irradiated DOPG monolayer on AuSHINRs decreased 4.0 % in surface area, while irradiated CL monolayer increased 3.7 %. Such results agree with oxidative reactions prompted by ROS generated by AuSHINRs photoactivation. The deepest AuSHINRs insertion into DOPG may have favored chain cleavage while hydroperoxidation is the mostly like outcome in CL, where AuSHINRs are surrounding the polar groups. Furthermore, preliminary experiments on Escherichia coli culture demonstrated that the electrostatic interactions with AuSHINRs do not inhibit bacterial growth, but the photoinduced effects are highly toxic, resulting in microbial inactivation.

PMID:37598878 | DOI:10.1016/j.bbamem.2023.184216

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Nevin Manimala Statistics

An observational cohort study of histological screening for BK polyomavirus nephropathy following viral replication in plasma

Kidney Int. 2023 Aug 18:S0085-2538(23)00563-X. doi: 10.1016/j.kint.2023.07.025. Online ahead of print.

ABSTRACT

Systematic screening for BKPyV-DNAemia has been advocated to aid prevention and treatment of polyomavirus associated nephropathy (PyVAN), an important cause of kidney graft failure. The added value of performing a biopsy at time of BKPyV-DNAemia, to distinguish presumptive PyVAN (negative SV40 immunohistochemistry) and proven PyVAN (positive SV40) has not been established. Therefore, we studied an unselected cohort of 950 transplantations, performed between 2008-2017. BKPyV-DNAemia was detected in 250 (26.3%) transplant recipients, and positive SV40 in 91 cases (9.6%). Among 209 patients with a concurrent biopsy at time of first BKPyV-DNAemia, 60 (28.7%) biopsies were SV40 positive. Plasma viral load showed high diagnostic value for concurrent SV40 positivity (ROC-AUC 0.950, 95% confidence interval 0.916-0.978) and the semiquantitatively scored percentage of tubules with evidence of polyomavirus replication (pvl score) (0.979, 0.968-0.988). SV40 positivity was highly unlikely when plasma viral load is below 4 log10 copies/ml (negative predictive value 0.989, 0.979-0.994). In SV40 positive patients, higher plasma BKPyV-DNA load and higher pvl scores were associated with slower viral clearance from the blood (hazard ratio 0.712, 95% confidence interval 0.604-0.839, and 0.327, 0.161-0.668, respectively), whereas the dichotomy positivity/negativity of SV40 immunohistochemistry did not predict viral clearance. Although the pvl score offers some prognostic value for viral clearance on top of plasma viral load, the latter provided good guidance for when a biopsy was unnecessary to exclude PyVAN. Thus, the distinction between presumptive and proven PyVAN, based on SV40 immunohistochemistry, has limited clinical value. Hence, management of BKPyV-DNAemia and immunosuppression reduction should be weighed against the risk of occurrence of rejection, or exacerbation of rejection observed concomitantly.

PMID:37598855 | DOI:10.1016/j.kint.2023.07.025

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Nevin Manimala Statistics

Comparison of ambient radiofrequency electromagnetic field (RF-EMF) levels in outdoor areas and public transport in Switzerland in 2014 and 2021

Environ Res. 2023 Aug 18:116921. doi: 10.1016/j.envres.2023.116921. Online ahead of print.

ABSTRACT

Mobile communication technology has evolved rapidly over the last ten years with a drastic increase in wireless data traffic and the deployment of new telecommunication technologies. The aim of this study was to evaluate the ambient radiofrequency electromagnetic field (RF-EMF) levels and temporal changes in various microenvironments in Switzerland in 2014 and 2021. We measured the ambient RF-EMF levels in V/m in the same 49 outdoor areas and in public transport in 2014 and 2021 using portable RF-EMF exposure meters carried in a backpack. The areas were selected to represent some typical types of microenvironments (e.g. urban city centres, suburban and rural areas). We calculated the summary statistics (mean, percentiles) in mW/m2 and converted back to V/m for each microenvironment. We evaluated the distribution and the variability of the ambient RF-EMF levels per microenvironment types in 2021. Finally, we compared the ambient RF-EMF mean levels in 2014 and 2021 using multilevel regression modelling. In outdoor areas, the average ambient RF-EMF mean levels per microenvironment in 2021 ranged from 0.19 V/m in rural areas to 0.43 V/m in industrial areas (overall mean: 0.27 V/m). In public transports, the mean levels were 0.27 V/m in buses, 0.33 V/m in trains and 0.36 V/m in trams. In 2021, mean levels across all outdoor areas were -0.022 V/m lower (95% confidence interval: 0.072, 0.030) than in 2014. Results from our comprehensive measurement study across Switzerland suggest that RF-EMF levels in public places have not significantly changed between 2014 and 2021 despite an 18-fold increase in mobile data transmission during that period. The absence of temporal changes may be owed to the shift to newer mobile communication technologies, which are more efficient.

PMID:37598840 | DOI:10.1016/j.envres.2023.116921

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Nevin Manimala Statistics

WHEY PROTEIN, VITAMINS C AND E DECREASE IL-10 IN CHRONIC HEMODIALYSIS PATIENTS: A PIONEER, RANDOMIZED, DOUBLE-BLIND PILOT TRIAL

J Ren Nutr. 2023 Aug 18:S1051-2276(23)00129-2. doi: 10.1053/j.jrn.2023.08.007. Online ahead of print.

ABSTRACT

OBJECTIVE: To evaluate the effects of supplementation with whey protein combined with vitamins C and E on inflammatory markers in hemodialysis (HD) patients.

DESIGN AND METHODS: This was a pioneer, randomized and double-blinded study. Patients were randomised into two groups and stratified by HD frequency. The supplementation group received 20 g of whey protein, 250 mg of vitamin C, and 600 IU of vitamin E; the placebo group, 20 g of rice flour, and microcrystalline cellulose capsules. The interventions were given after HD, 3 times a week, for 8 weeks. The inflammatory markers were assessed: interleukin (IL) IL-12p70, IL-10, IL-6, IL-8, and tumor necrosis factor alpha. For statistical analysis, the χ2 test, Student’s t-test, Mann – Whitney test, analysis of variance for repeated two-way measurements, paired t test, and Wilcoxon test were performed. P < 0.05.

RESULTS: Twenty-three patients completed the study. No significant differences were found in inflammatory markers when comparing the groups post-intervention. In the intragroup was a decrease in IL-10 in the supplementation group after 8 weeks (p=0.0382). IL-6 tended to decrease by 810.95% in the supplementation group and increased by 732.8% (non-significant) in the placebo group.

CONCLUSION: The supplementation with whey protein combined with vitamins C and E could be beneficial to reduce inflammatory markers in HD patients. Future studies are suggested with a larger sample size, different supplementation doses, and longer interventions.

PMID:37598813 | DOI:10.1053/j.jrn.2023.08.007

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Adaptation of closed-chest infarction porcine model to adult Pannon minipigs

J Pharmacol Toxicol Methods. 2023 Aug 18:107469. doi: 10.1016/j.vascn.2023.107469. Online ahead of print.

ABSTRACT

The aim of the recent study was to collect data on the genotype characteristics of the Hungarian self-bred Pannon minipigs by adapting a standardized infarct model procedure. Closed chest AMI was induced by balloon occlusion for 90 min in the left anterior descendent coronary artery (LAD) in 24 adult intact female minipigs followed by reperfusion. To assess the left ventricular (LV) function, serial cardiac magnetic resonance imaging (cMRI) was performed prior to the experimental procedure, on day 3 post-AMI (72 ± 12 h), and at 1 month follow-up (Day 30 ± 2 days). Compared to baseline cMRI scans the end-diastolic volume (EDV) was increased on days 3 and 30 On day 3 the left ventricular ejection fraction (LVEF) decreased significantly but there was no statistical difference between the baseline and day 30 measurements. Cardiac output, stroke volume, and end-systolic volume significantly were increased compared to baseline on day 30 A high percentage (54%) of malignant arrhythmias occurred during the AMI procedure, with a 25% mortality rate. The compensatory capacity of the Pannon minipig heart is excellent therefore the use of different cardiac parameters and invasive measurements is advisable in chronic pharmacological experiments to complement cMRI data.

PMID:37598810 | DOI:10.1016/j.vascn.2023.107469

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Nevin Manimala Statistics

Demystifying Statistics and Machine Learning in Analysis of Structured Tabular Data

J Arthroplasty. 2023 Aug 18:S0883-5403(23)00857-4. doi: 10.1016/j.arth.2023.08.045. Online ahead of print.

ABSTRACT

Electronic health records have facilitated the extraction and analysis of a vast amount of data with many variables for clinical care and research. Conventional regression-based statistical methods may not capture all the complexities in high-dimensional data analysis. Therefore, researchers are increasingly using machine learning (ML)-based methods to better handle these more challenging datasets for the discovery of hidden patterns in patients’ data and for classification and predictive purposes. This article describes commonly used ML methods in structured data analysis with examples in orthopaedic surgery. We present practical considerations in starting an ML project and appraising published studies in this field.

PMID:37598784 | DOI:10.1016/j.arth.2023.08.045

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Nevin Manimala Statistics

FUNCTIONAL OUTCOME CHANGE OVER 10 YEARS AFTER PRIMARY TOTAL KNEE ARTHROPLASTY. A PROSPECTIVE LONGITUDINAL COHORT STUDY

J Arthroplasty. 2023 Aug 18:S0883-5403(23)00853-7. doi: 10.1016/j.arth.2023.08.042. Online ahead of print.

ABSTRACT

PURPOSE: The purpose of this study was to assess whether there were clinically important differences in functional outcome over regular follow-up intervals up to 10 years after primary TKA.

METHODS: A prospective registry-based observational cohort study was performed in 309 patients older than 60 years at surgery who underwent primary TKA for osteoarthritis. Patients were assessed preoperatively and postoperatively at 1, 3, 5, 7 and 10 years with the Knee Society scores (KSS) and Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC). Clinically important improvement was defined according to the minimal clinically important difference (MCID). Patient satisfaction was also evaluated. Patients were also categorized as type A (unilateral knee osteoarthritis), type B (bilateral knee osteoarthritis) or type C (various sites of osteoarthritis).

RESULTS: Follow-up was 10 years in all patients. The mean age at the TKA surgery was 69.2 (SD 7.3) years, 197 (63.7%) were women. Maximum postoperative improvements in KSS and WOMAC scores occurred at 3 postoperative years, remained relatively stable up to 5-year. There were significant decreases in all KSS and WOMAC scores at 7-year follow-up (p= 0.001), remained relatively stable up to 10-year. At 10-year, KSS and WOMAC scores were significantly higher than preoperatively (p= 0.001). Differences between maximum scores at 3-year and those at 10-year were significantly lesser than MCID in all scores (p= 0.001). In multivariate analysis, type-C patient at TKA surgery was the only significant predictor of unsuccessful KSS score and dissatisfaction at 10-year follow-up.

CONCLUSION: Primary TKA provides clinically important improvements in functional and quality of life outcomes over 10-year follow-up compared to preoperatively. Although there were statistically significant declines in KSS and WOMAC scores from 3 to 10 years, the differences were lesser than the MCID.

PMID:37598778 | DOI:10.1016/j.arth.2023.08.042

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Nevin Manimala Statistics

Analysis of radiation therapy quality assurance in NRG Oncology RTOG 0848

Int J Radiat Oncol Biol Phys. 2023 Aug 18:S0360-3016(23)07781-7. doi: 10.1016/j.ijrobp.2023.08.014. Online ahead of print.

ABSTRACT

PURPOSE: NRG/RTOG 0848 is a two-step randomized trial to evaluate the benefit of the addition of concurrent fluoropyrimidine and radiotherapy (RT) following adjuvant chemotherapy (2nd step) for patients with resected pancreatic head adenocarcinoma. Real-time quality assurance (QA) was performed on each patient who underwent RT. This analysis aims to evaluate adherence to protocol-specified contouring and treatment planning and to report the types and frequencies of deviations requiring revisions.

METHODS AND MATERIALS: In addition to a web-based contouring atlas, the protocol outlined step-by-step instructions for generating the clinical treatment volume (CTV) through the creation of specific regions of interest. The planning target volume (PTV) was a uniform 0.5cm CTV expansion. One of two radiation oncology study chairs independently reviewed each plan. Plans with unacceptable deviations were returned for revision and resubmitted until approved. Treatment started after final approval of the RT plan.

RESULTS: From 2014-2018, 354 patients were enrolled in the second randomization. Of these, 160 patients received RT and were included in the QA analysis. Resubmissions were more common for patients planned with 3D-CRT (43%) than with IMRT (31%). In total, at least one resubmission of the treatment plan was required for 33% of patients. Among patients requiring resubmission, most only needed one resubmission (87%). The most common reasons for resubmission were unacceptable deviations with respect to the pre-operative gross target volume (60.7%) and the pancreaticojejunostomy (47.5%), CONCLUSION: One-third of patients required resubmission to meet protocol compliance criteria, demonstrating the continued need for expending resources on real-time, pretreatment QA in trials evaluating the use of radiotherapy, particularly for pancreas cancer. Rigorous QA is critically important for clinical trials involving RT to ensure that the true impact of RT is assessed. Moreover, RT QA serves as an educational process through providing feedback from specialists to practicing radiation oncologists on best practices.

PMID:37598723 | DOI:10.1016/j.ijrobp.2023.08.014

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Associations between depressive, anxiety, stress symptoms and elevated blood pressure: Findings from the CHCN-BTH cohort study and a two-sample Mendelian randomization analysis

J Affect Disord. 2023 Aug 18:S0165-0327(23)01062-5. doi: 10.1016/j.jad.2023.08.086. Online ahead of print.

ABSTRACT

BACKGROUND: We aimed to determine whether depressive, anxiety, stress symptoms were associated with the risk of elevated blood pressure by performing longitudinal cohort and Mendelian Randomization (MR) analyses.

METHODS: We used data from the Cohort Study on Chronic Disease of Community Natural Population in the Beijing-Tianjin-Hebei region (CHCN-BTH) from 2017 to 2021. The Depression-Anxiety-Stress Scale was used to evaluate the depressive, anxiety, stress symptoms. The longitudinal associations between depressive, anxiety, stress symptoms and elevated blood pressure were estimated using Cox proportional regression models. Two-sample MR analysis was performed using the Inverse-variance weighted (IVW), weighted median, and MR-Egger to explore the causal relationships between depressive, anxiety, stress symptoms and elevated blood pressure.

RESULTS: In total, 5624 participants were included. The risk of SBP ≥ 140 mmHg or DBP ≥ 90 mmHg was significantly higher in participants with baseline anxiety symptoms (HR = 1.48, 95 % CI: 1.03 to 2.12, P = 0.033; HR = 1.56, 95 % CI: 1.05 to 2.32, P = 0.028), especially in men and individuals with higher educational levels, independent of baseline depression and anxiety at the two-year follow-up. The two-sample MR analysis showed positive associations between depressive, anxiety, stress symptoms and elevated blood pressure.

LIMITATION: Self-reported mental health symptoms, relatively shorter follow-up duration and the European-derived GWAS data for MR analysis.

CONCLUSIONS: Anxiety symptoms were positively associated with higher BPs in the longitudinal analysis independent of depression, stress, and other confounders. The results were verified in MR analysis, providing evidence for causal effects of anxiety symptoms on the risk of elevated blood pressure.

PMID:37598715 | DOI:10.1016/j.jad.2023.08.086