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Nevin Manimala Statistics

Use of sedation-awakening electroencephalography in dogs with epilepsy

J Vet Intern Med. 2024 Aug 12. doi: 10.1111/jvim.17153. Online ahead of print.

ABSTRACT

BACKGROUND: Electroencephalography (EEG) recording protocols have been standardized for humans. Although the utilization of techniques in veterinary medicine is increasing, a standard protocol has not yet been established.

HYPOTHESIS: Assessment of a sedation-awakening EEG protocol in dogs.

ANIMALS: Electroencephalography examination was performed in a research colony of 6 nonepileptic dogs (control [C]) and 12 dogs with epilepsy admitted to the clinic because of the epileptic seizures.

METHODS: It was a prospective study with retrospective control. Dogs with epilepsy were divided into 2 equal groups, wherein EEG acquisition was performed using a “sedation” protocol (IE-S, n = 6) and a “sedation-awakening” protocol (IE-SA, n = 6). All animals were sedated using medetomidine. In IE-SA group, sedation was reversed 5 minutes after commencing the EEG recording by injecting atipamezole IM. Type of background activity (BGA) and presence of EEG-defined epileptiform discharges (EDs) were evaluated blindly. Statistical significance was set at P > 0.05.

RESULTS: Epileptiform discharges were found in 1 of 6 of the dogs in group C, 4 of 6 of the dogs in IE-S group, and 5 of 6 of the dogs in IE-SA group. A significantly greater number of EDs (spikes, P = .0109; polyspikes, P = .0109; sharp waves, P = .01) were detected in Phase 2 in animals subjected to the “sedation-awakening” protocol, whereas there was no statistically significant greater number of discharges in sedated animals.

CONCLUSIONS AND CLINICAL IMPORTANCE: A “sedation-awakening” EEG protocol could be of value for ambulatory use if repeated EEG recordings and monitoring of epilepsy in dogs is needed.

PMID:39133769 | DOI:10.1111/jvim.17153

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Nevin Manimala Statistics

High-performing teams: Is collective intelligence the answer?

PLoS One. 2024 Aug 12;19(8):e0307945. doi: 10.1371/journal.pone.0307945. eCollection 2024.

ABSTRACT

BACKGROUND/OBJECTIVES: The concept of a general factor of collective intelligence, proposed by Woolley et al. in 2010, has spurred interest in understanding collective intelligence within small groups. This study aims to extend this investigation by examining the validity of a general collective intelligence factor, assessing its underlying factor structure, and evaluating its utility in predicting performance on future group problem-solving tasks and academic outcomes.

METHODS: Employing a correlational study design, we engaged 85 university students in a series of complex cognitive tasks designed to measure collective intelligence through individual, group, and predictive phases.

RESULTS: Contrary to the hypothesized single-factor model, our findings favor a two-factor model influenced by Cattell’s theory of crystalized and fluid intelligence. These two factors accounted for substantial variance in group performance outcomes, challenging the prevailing single-factor model. Notably, the predictive validity of these factors on group assignments was statistically significant, with both individual and collective intelligence measures correlating moderately with group assignment scores (rs = .40 to .47, p < .05).

CONCLUSIONS: Our research suggests that collective intelligence in small group settings may not be uniformly governed by a single factor but rather by multiple dimensions that reflect established theories of individual intelligence. This nuanced understanding of collective intelligence could have significant implications for enhancing group performance in both educational and organizational contexts. Future research should explore these dimensions and their independent contributions to group dynamics and outcomes.

PMID:39133757 | DOI:10.1371/journal.pone.0307945

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Nevin Manimala Statistics

The observational EURACAN prospective clinical registry dedicated to epithelioid hemangioendothelioma: The protocol of an international and collaborative effort on an ultra-rare entity

PLoS One. 2024 Aug 12;19(8):e0308387. doi: 10.1371/journal.pone.0308387. eCollection 2024.

ABSTRACT

INTRODUCTION: Epithelioid hemangioendothelioma (EHE) is an ultra-rare sarcoma, marked by distinctive molecular and pathological features and with a variable clinical behavior. Its natural history is still partially understood, reliable prognostic and predictive factors are lacking and many questions are still open on the optimal management. In the context of EURACAN, a prospective registry specifically dedicated to EHE was developed and launched with the aim of providing, through high-quality prospective data collection, a better understanding of this disease.

STUDY DESIGN: Registry-based cohort study including only new cases of patients with a pathological and molecularly confirmed diagnosis of EHE.

OBJECTIVES: To improve the understanding of EHE natural history, validate and identify new prognostic and predictive factors, clarify the activity and efficacy of currently available treatment options, describe treatment pattern.

METHODS: Settings and participantsIt is an hospital-based registry established in centers with expertise in EHE including adult patients with a new pathological and molecularly confirmed diagnosis of EHE starting from the 1st December 2023. The characteristics of each patient in the facility who meets the above-mentioned inclusion criteria will be collected prospectively and longitudinally with follow-up at cancer progression and / or cancer relapse or patient death. It is a secondary use of data which will be collected from the clinical records. The data collected for the registry will not entail further examinations or admissions to the facility and/or additional appointments to those normally provided for routine patient follow-up. VariablesFull details on patients and disease features, treatment and outcome will be collected, according to common clinical practice guidelines developed and shared with all the contributing centers. In addition, data on potential confounders (e.g. comorbidity; functional status etc.) will also be collected. Statistical methodsThe data analyses will include descriptive statistics and analytical analyses. Multivariable Cox’s proportional hazards model and Hazard ratios (HR) for all-cause or cause-specific mortality will be used to determine independent predictors of overall survival, recurrence and progression.

RESULTS: The registry has been joined by 21 sarcoma reference centers across EU and UK, covering 10 countries. Patients’ recruitment started in December 2023. The estimated completion date is December 2033 upon agreement on the achievement of all the registry objectives. The already established collaboration and participation of EHE patient’s associations involved in the project will help in promoting the registry and fostering accrual.

PMID:39133752 | DOI:10.1371/journal.pone.0308387

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Nevin Manimala Statistics

OOPS: Object-Oriented Polarization Software for analysis of fluorescence polarization microscopy images

PLoS Comput Biol. 2024 Aug 12;20(8):e1011723. doi: 10.1371/journal.pcbi.1011723. Online ahead of print.

ABSTRACT

Most essential cellular functions are performed by proteins assembled into larger complexes. Fluorescence Polarization Microscopy (FPM) is a powerful technique that goes beyond traditional imaging methods by allowing researchers to measure not only the localization of proteins within cells, but also their orientation or alignment within complexes or cellular structures. FPM can be easily integrated into standard widefield microscopes with the addition of a polarization modulator. However, the extensive image processing and analysis required to interpret the data have limited its widespread adoption. To overcome these challenges and enhance accessibility, we introduce OOPS (Object-Oriented Polarization Software), a MATLAB package for object-based analysis of FPM data. By combining flexible image segmentation and novel object-based analyses with a high-throughput FPM processing pipeline, OOPS empowers researchers to simultaneously study molecular order and orientation in individual biological structures; conduct population assessments based on morphological features, intensity statistics, and FPM measurements; and create publication-quality visualizations, all within a user-friendly graphical interface. Here, we demonstrate the power and versatility of our approach by applying OOPS to punctate and filamentous structures.

PMID:39133751 | DOI:10.1371/journal.pcbi.1011723

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A protocol for the co-creation and usability/acceptability testing of an evidence-based, patient-centred intervention for self-management of urinary incontinence in older men

PLoS One. 2024 Aug 12;19(8):e0306080. doi: 10.1371/journal.pone.0306080. eCollection 2024.

ABSTRACT

Male urinary incontinence (UI) is most prevalent in older men, with one in three men aged 65 and above having problems maintaining continence. Addressing health inequalities, male-female disparities in continence services, and low health-seeking among men emphasizes the necessity for co-creating an intervention that empowers them to self-manage their UI. We aim to co-create a self-management intervention with an older men and Health care provider (HCP) group and assess its usability and/or acceptability among older men with UI. The intervention mapping (IM) framework, a co-creation strategy, will be used to co-create a self-management tool, followed by usability and/or acceptability testing. The study will be guided by the first four IM steps: the logic model of the problem, the logic model of change, program/intervention design, and program/intervention production, followed by preliminary testing. A participatory group of older men with UI recruited from an existing group of patient partners, and continence care experts will be involved in all steps of the IM process. Usability and/or acceptability testing will be conducted on a sample of 20 users recruited through seniors’ associations and retirement living facilities. After accessing the self-management tool for a week, participants will complete a product usability testing scale (aka System Usability Scale-SUS) and/or an acceptability test, depending on the preferred mode(s) of intervention delivery. Data will be analyzed using descriptive statistics. A benchmark overall mean usability score of 70 represents a good/usable product, based on the large database of SUS scores.

PMID:39133744 | DOI:10.1371/journal.pone.0306080

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Length of hospital stay and associated factors among adult surgical patients admitted to surgical wards in Amhara Regional State Comprehensive Specialized Hospitals, Ethiopia

PLoS One. 2024 Aug 12;19(8):e0296143. doi: 10.1371/journal.pone.0296143. eCollection 2024.

ABSTRACT

INTRODUCTION: Hospitals across the country are facing increases in hospital length of stay ranging from 2% to 14%. This results in patients who stay in hospital for long periods of time being three times more likely to die in hospital. Therefore, identifying factors that contribute to longer hospital stays enhances the ability to improve services and quality of patient care. However, there is limited documented evidence on factors associated with longer hospital stays among surgical inpatients in Ethiopia and the study area.

OBJECTIVE: This study aimed to assess the length of hospital stay and associated factors among adult surgical patients admitted to surgical wards in Amhara Regional State Comprehensive Specialized Hospitals, Ethiopia, 2023.

METHODS: An institutional-based cross-sectional study was conducted among 452 adult surgical patients from April 17 to May 22, 2023. Data were collected based on a pretested, structured, interviewer-administered questionnaire, medical record review, and direct measurement of BMI. Study participants were selected using a systematic random sampling technique. The collected data were cleaned, entered into EpiData version 4.6.0 and exported to STATA version 14 for analysis. Binary logistic regression analysis was used. Variables with a p value <0.05 in the multivariable logistic regression analysis were considered statistically significant.

RESULTS: In the current study, the prevalence of prolonged hospital stay was 26.5% (95% CI: 22.7, 30.8). Patients referred from another public health facility (AOR = 2.65; 95% CI: 1.14, 6.14), hospital-acquired pneumonia (AOR = 3.64; 95% CI: 1.43, 9.23), duration of surgery ≥110 minutes (AOR = 2.54; 95% CI: 1.25, 5.16), being underweight (AOR = 5.21; 95%CI: 2.63, 10.33) and preoperative anemia (AOR = 3.22; 95% CI: 1.77, 5.86) were factors associated with prolonged hospital stays.

CONCLUSION: This study found a significant proportion of prolonged hospital stays among patients admitted to surgical wards. Patients referred from another public health facility, preoperative anemia, underweight, duration of surgery ≥110 minutes, and hospital-acquired pneumonia were factors associated with prolonged hospital stay. Early screening and treatment of anemia and malnutrition before surgery can shorten the length of stay.

PMID:39133738 | DOI:10.1371/journal.pone.0296143

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Nevin Manimala Statistics

Updated Assessment of Practice Patterns of Perioperative Management of Antiplatelet and Anticoagulant Therapy in Interventional Pain Management

Pain Physician. 2024 Aug;27(S6):S95-S114.

ABSTRACT

BACKGROUND: The role of antiplatelet/anticoagulant therapy is well known for its primary and secondary prevention of sequela from cardiovascular disease by decreasing the incidence of acute cerebral, cardiovascular, peripheral vascular, and other thrombo-embolicevents. The overwhelming data show that the risk of thrombotic events is significantly higher than that of bleeding during surgery after antiplatelet drug discontinuation. It has been assumed that discontinuing antiplatelet therapy prior to performing interventional pain management techniques is a common practice, even though doing so may potentially increase the risk of acute cerebral and cardiovascular events. A survey of practice patterns was conducted in 2012, since then the risks associated with thromboembolic events and bleeding, has not been systematically evaluated.

OBJECTIVE: To conduct an updated assessment of the perioperative antiplatelet and anticoagulant practice patterns of U.S. interventional pain management physicians and compare this with data collected in 2012 with 2021 data regarding practice patterns of continuing or discontinuing anticoagulant therapy. STUDY DESIGNn: Postal survey of interventional pain management physicians.

STUDY SETTING: Interventional pain management practices in the United States.

METHODS: The survey was conducted based on online responses of the members of the American Society of Interventional Pain Physicians (ASIPP) in 2021. The survey was designed similar to the 2012 survey to assess updated practice patterns.

RESULTS: The questionnaire was sent out to 1,700 members in October 2021. Out of these, 185 members completed the survey, while 105 were returned due to invalid addresses. The results showed that 23% changed their practice patterns during the previous year. The results also showed that all physicians discontinued warfarin therapy with the majority of physicians accepting an INR of 1.5 as a safe level. Low dose aspirin (81 mg) was discontinued for 3 to 7 days for low-risk procedures by 8% of the physicians, 34% of the physicians for moderate or intermediate risk procedures, whereas they were discontinued by 76% of the physicians for high-risk procedures. High dose aspirin (325 mg) was discontinued at a higher rate. Antiplatelet agents, including dipyridamole, cilostazol, and Aggrenox (aspirin, extended-release dipyridamole) were discontinued from 3 to 5 days by 18%-23% of the physicians for low-risk procedures, approximately 60% of the physicians for moderate or intermediate-risk procedures, and over 90% of the physicians for high-risk procedures. Platelet aggregation inhibitors clopidogrel, prasugrel, ticlopidine, and ticagrelor were discontinued for 3 to 5 days by approximately 26% to 41% for low-risk procedures, almost 90% for moderate or intermediate-risk procedures, and over 97% for high-risk procedures. Thrombin inhibitor dabigatran was discontinued by 33% of the physicians for low-risk procedures, 92% for moderate or intermediate-risk procedures, and 99% for high-risk procedures. Anti-Xa agents, apixaban, rivaroxaban, and Edoxaban were discontinued in over 25% of the physicians for low-risk procedures, approximately 90% for moderate or intermediate-risk procedures, and 99% for high-risk procedures.

LIMITATIONS: This study was limited by its being an online survey of the membership of one organization in one country, that there was only a 11.6% response rate, and the sample size is relatively small. Underreporting in surveys is common. Further, the incidence of thromboembolic events or epidural hematomas was not assessed.

CONCLUSION: The results in the 2021 survey illustrate a continued pattern of discontinuing antiplatelet and anticoagulant therapy in the perioperative period. The majority of discontinuation patterns appear to fall within guidelines.

PMID:39133737

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Racial/ethnic differences in pre-pregnancy conditions and adverse maternal outcomes in the nuMoM2b cohort: A population-based cohort study

PLoS One. 2024 Aug 12;19(8):e0306206. doi: 10.1371/journal.pone.0306206. eCollection 2024.

ABSTRACT

OBJECTIVES: To determine how pre-existing conditions contribute to racial disparities in adverse maternal outcomes and incorporate these conditions into models to improve risk prediction for racial minority subgroups.

STUDY DESIGN: We used data from the “Nulliparous Pregnancy Outcomes Study: Monitoring Mothers-to-be (nuMoM2b)” observational cohort study. We defined multimorbidity as the co-occurrence of two or more pre-pregnancy conditions. The primary outcomes of interest were severe preeclampsia, postpartum readmission, and blood transfusion during pregnancy or up to 14 days postpartum. We used weighted Poisson regression with robust variance to estimate adjusted risk ratios and 95% confidence intervals, and we used mediation analysis to evaluate the contribution of the combined effects of pre-pregnancy conditions to racial/ethnic disparities. We also evaluated the predictive performance of our regression models by racial subgroup using the area under the receiver operating characteristic curve (AUC) metric.

RESULTS: In the nuMoM2b cohort (n = 8729), accounting for pre-existing conditions attenuated the association between non-Hispanic Black race/ethnicity and risk of severe preeclampsia. Cardiovascular and kidney conditions were associated with risk for severe preeclampsia among all women (aRR, 1.77; CI, 1.61-1.96, and aRR, 1.27; CI, 1.03-1.56 respectively). The mediation analysis results were not statistically significant; however, cardiovascular conditions explained 36.6% of the association between non-Hispanic Black race/ethnicity and severe preeclampsia (p = 0.07). The addition of pre-pregnancy conditions increased model performance for the prediction of severe preeclampsia.

CONCLUSIONS: Pre-existing conditions may explain some of the association between non-Hispanic Black race/ethnicity and severe preeclampsia. Specific pre-pregnancy conditions were associated with adverse maternal outcomes and the incorporation of comorbidities improved the performance of most risk prediction models.

PMID:39133734 | DOI:10.1371/journal.pone.0306206

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Nevin Manimala Statistics

Pathology students’ perceptions of virtual learning: A case study of students in Saudi Arabia

PLoS One. 2024 Aug 12;19(8):e0307150. doi: 10.1371/journal.pone.0307150. eCollection 2024.

ABSTRACT

BACKGROUND: Pathology laboratory classes are traditionally conducted using a conventional light microscope. The Coronavirus Disease 2019 (COVID-19) pandemic and recent technological advances necessitated remote learning through online classes using virtual slides (VS) instead of glass slides (GS).

AIM: The purpose of this study was to gauge the perception of learning pathology using virtual slides (VS) as opposed to glass slides (GS) for medical students in Saudi Arabia. This study would help modify teaching methods with the advancement of the application of newer methods in online teaching.

METHODS: This two-phased study evaluated learning outcomes and perceptions in pathology online education for medical students. Using a questionnaire, Phase one analyzed second and third-year students’ perceptions of the teaching methods after an online pathology course. Phase Two assessed the learning outcomes of third-year students during online practical sessions using a pretest and post-test design. Statistical data were collected using a simple additive approach. Statistical tools were used to determine the factors affecting students’ perceptions.

RESULTS: The accessibility of VS at any possible time, location, or device was the most advantageous trait of virtual learning (mean = 2.94±0.9). Students agreed the least with virtual slides as the only optimal method of learning pathology (mean = 2.25±0.9). Most enjoyed the virtual lab experience (51.7%) but still prefer both laboratory-GS and virtual-VS classes (83.5%).

CONCLUSIONS: VS had the benefit of accessibility and efficiency. The acceptance of VS was significantly affected by the orientation prior to the online class. Findings showed that VS cannot completely replace GS and more aspects such as technical difficulties and prior VS experience should be explored.

PMID:39133729 | DOI:10.1371/journal.pone.0307150

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Study on ring-road incident duration based on latent class accelerated hazard model

PLoS One. 2024 Aug 12;19(8):e0308473. doi: 10.1371/journal.pone.0308473. eCollection 2024.

ABSTRACT

Accurately estimating the duration of freeway incidents can enhance emergency management practices and reduce the likelihood of secondary incidents. To investigate the mechanisms through which key factors influence incident duration, this study sorted out the characteristics and variables of the incident duration on a special freeway in Zhejiang Province, that is, the ring road, and developed a latent class accelerated hazard model. Heterogeneity was incorporated into the model. Three distributions (Weibull, Log-normal, and Log-logistic) were compared, and the Log-logistic distribution exhibited superior performance. The analysis revealed two distinct latent classes: Latent Class 1 and Class 2, had class membership probability of 0.53 and 0.47, respectively, with a total of 11 variables being statistically significant at the 0.05 significance level. It is worth noting that, some neglected explanatory variables are discussed in depth in this study. For example, the mechanism of which specific lane is closed has an impact on the incident duration, rather than a general discussion of the number of lane closures. Furthermore, the way in which the driver involved in the incident reports to the police has a significant impact on the duration of incidents. Notably, potential heterogeneity and its influencing mechanism are captured in the model. Additionally, by predicting class membership using posterior probabilities, it was determined that most data points were more likely to belong to Class 1, and the incident duration primarily ranged between 0 and 60 minutes. These findings are helpful to reduce the duration of incidents on ring-roads and freeways in China, and provide theoretical support for the formulation of freeway incident management and treatment policies.

PMID:39133728 | DOI:10.1371/journal.pone.0308473