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Nevin Manimala Statistics

Physician Assistant Program Policies to Assess and Address Student Reports of Mistreatment During Clinical Training

J Physician Assist Educ. 2022 Aug 1. doi: 10.1097/JPA.0000000000000451. Online ahead of print.

ABSTRACT

INTRODUCTION: Many physician assistant (PA) students experience mistreatment in clinical learning environments, and accredited PA programs are required to define, publish, and make readily available policies and procedures for student reports of mistreatment. The purpose of this study is to describe the prevalence, content, and dissemination of program policies to address students’ reports of mistreatment involving preceptors during supervised clinical experiences.

METHODS: To conduct a national policy analysis, the investigators included 10 new survey items in the 2019 Physician Assistant Education Association annual program survey. Deidentified data were analyzed by using descriptive statistics.

RESULTS: The program response rate to the survey items was 99% (232). Approximately 76% of PA programs reported having a learner mistreatment policy. Policy content across programs varied widely, and several student reporting mechanisms were available. Program directors, clinical faculty, and institutional leadership were most likely to be involved in the management of reports. A majority programs actively assessed for mistreatment and most did so through clinical course evaluations and at the end of each clinical phase course. Most programs disseminated information about policy to faculty, students, and preceptors at least once a year.

DISCUSSION: The descriptions of policy content, procedures, and dissemination increase educators’ understanding of current policies across PA programs in the context of renewed efforts to write or revise policy that is specific to mistreatment. The authors discuss key policy priorities to define mistreatment, offer a range of confidential reporting mechanisms, review the management of reports, and consider how to optimize dissemination strategies.

PMID:35917472 | DOI:10.1097/JPA.0000000000000451

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Nevin Manimala Statistics

Omicron-associated changes in SARS-CoV-2 symptoms in the United Kingdom

Clin Infect Dis. 2022 Aug 3:ciac613. doi: 10.1093/cid/ciac613. Online ahead of print.

ABSTRACT

BACKGROUND: The SARS-CoV-2 Delta variant has been replaced by the highly transmissible Omicron BA.1 variant, and subsequently by Omicron BA.2. It is important to understand how these changes in dominant variants affect reported symptoms, while also accounting for symptoms arising from other co-circulating respiratory viruses.

METHODS: In a nationally representative UK community study, the COVID-19 Infection Survey, we investigated symptoms in PCR-positive infection episodes vs. PCR-negative study visits over calendar time, by age and vaccination status, comparing periods when the Delta, Omicron BA.1 and BA.2 variants were dominant.

RESULTS: Between October-2020 and April-2022, 120,995 SARS-CoV-2 PCR-positive episodes occurred in 115,886 participants, with 70,683 (58%) reporting symptoms. The comparator comprised 4,766,366 PCR-negative study visits (483,894 participants); 203,422 (4%) reporting symptoms. Symptom reporting in PCR-positives varied over time, with a marked reduction in loss of taste/smell as Omicron BA.1 dominated, maintained with BA.2 (44%/45% 17 October 2021, 16%/13% 2 January 2022, 15%/12% 27 March 2022). Cough, fever, shortness of breath, myalgia, fatigue/weakness and headache also decreased after Omicron BA.1 dominated, but sore throat increased, the latter to a greater degree than concurrent increases in PCR-negatives. Fatigue/weakness increased again after BA.2 dominated, although to a similar degree to concurrent increases in PCR-negatives. Symptoms were consistently more common in adults aged 18-65 years than in children or older adults.

CONCLUSIONS: Increases in sore throat (also common in the general community), and a marked reduction in loss of taste/smell, make Omicron harder to detect with symptom-based testing algorithms, with implications for institutional and national testing policies.

PMID:35917440 | DOI:10.1093/cid/ciac613

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Nevin Manimala Statistics

Safety of De-Escalating Empiric Antimicrobial Agents in Trauma Patients with Indigenous Oral Flora Ventilator-Associated Pneumonia

Surg Infect (Larchmt). 2022 Aug;23(6):597-603. doi: 10.1089/sur.2022.126.

ABSTRACT

Background: Ventilator-associated pneumonia (VAP) is a frequently occurring nosocomial infection in critically ill trauma patients. When bronchoalveolar lavage (BAL) returns with indigenous oral flora (IOF), de-escalating antimicrobial therapy is challenging. Patients and Methods: This is a retrospective review of trauma patients who received broad-spectrum empiric antimicrobial therapy for clinical VAP, and whose BAL culture resulted with >100,000 CFU/mL of IOF from September 1, 2017 to September 1, 2020. Patients were identified using the trauma database and microbiology reports of BALs with IOF. This review evaluated the effect of antibiotic de-escalation on recurrent or persistent pneumonia. Results: Of 51 trauma patients with clinical VAP and IOF, 18 patients (35.3%) had antimicrobial agents de-escalated. De-escalation was driven primarily by the discontinuation of vancomycin, with the continuation of a β-lactam antibiotic as monotherapy for the remainder of the treatment course (n = 15; 86.7%). The overall rate of either persistent or recurrent VAP in the cohort was 10%, and this did not differ statistically between those who received de-escalation therapy after isolation of IOF and those who did not (16.7% vs. 6.1%; p = 0.224), however, the incidence of acute kidney injury (AKI) was higher in the non-de-escalation group (39.4% vs. 11.1%; p = 0.034). There was no statistical difference in ventilator days, intensive care unit (ICU) length of stay, or hospital length of stay between treatment groups. Conclusions: Trauma patients who develop VAP with isolated BAL cultures of IOF or mixed flora can safely have anti-methicilllin-resistant Staphylococcus aureus (MRSA) antimicrobial agents discontinued, and this may result in decreased rates of AKI.

PMID:35917387 | DOI:10.1089/sur.2022.126

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Nevin Manimala Statistics

Thinness negatively affects lung function among Sri Lankan children

PLoS One. 2022 Aug 2;17(8):e0272096. doi: 10.1371/journal.pone.0272096. eCollection 2022.

ABSTRACT

BACKGROUND: There have been conflicting findings on the effect of body mass index (BMI) on lung functions in children. Therefore, we studied the relationship between spirometry parameters and BMI among healthy Sri Lankan school children aged 5-7 years.

METHODS: A cross-sectional study was conducted among 296 school children (5-7-year-old) without apparent lung disease. Recruitment was done with stratified random sampling. Spirometry parameters, FEV1, FVC, PEFR, and FEV1/FVC ratio were determined. The acceptable and reproducible spirometry recordings were included in the analysis. Simple and multivariate linear regression analysis examined possible associations of lung function parameters with BMI, socio-demographic variables and indoor risk factors. Also, the mediator effect of gender on lung function through BMI was explored.

RESULTS: The participants’ mean age (SD) was 6.4 (0.65) years. One-third were thin/severely thin (37%). A statistically significant difference in FVC (p = 0.001) and FEV1 (p = 0.001) was observed between BMI groups (obesity/overweight, normal, and thinness). Yet, PEFR or FEV1/FVC did not significantly differ among BMI groups (p = 0.23 and p = 0.84). Multivariate regression analysis showed that FEV1 and FVC were significantly associated with BMI, child’s age, gender, family income, father’s education, having a pet, and exposure to mosquito coil smoke. Interaction between gender and BMI for lung functions was not significant. The thin children had significantly lower FVC (OR: -0.04, 95%CI: -0.077, -0.012, p = 0.008) and FEV1 (OR: -0.04, 95%CI: -0.075, -0.014, p = 0.004) than normal/overweight/obese children. Family income demonstrated the greatest effect on lung functions; FVC and FEV1 were 0.25L and 0.23L smaller in low-income than the high-income families.

CONCLUSION: Lower lung function parameters (FVC and FEV1) are associated with thinness than normal/overweight/obese dimensions among children without apparent lung disease. It informs that appropriate nutritional intervention may play a role in improving respiratory health.

PMID:35917365 | DOI:10.1371/journal.pone.0272096

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Nevin Manimala Statistics

Egg excretion indicators for the measurement of soil-transmitted helminth response to treatment

PLoS Negl Trop Dis. 2022 Aug 2;16(8):e0010593. doi: 10.1371/journal.pntd.0010593. Online ahead of print.

ABSTRACT

BACKGROUND: Periodic administration of anthelmintic drugs is a cost-effective intervention for morbidity control of soil-transmitted helminth (STH) infections. However, with programs expanding, drug pressure potentially selecting for drug-resistant parasites increases. While monitoring anthelmintic drug efficacy is crucial to inform country control program strategies, different factors must be taken into consideration that influence drug efficacy and make it difficult to standardize treatment outcome measures. We aimed to identify suitable approaches to assess and compare the efficacy of different anthelmintic treatments.

METHODOLOGY: We built an individual participant-level database from 11 randomized controlled trials and two observational studies in which subjects received single-agent or combination therapy, or placebo. Eggs per gram of stool were calculated from egg counts at baseline and post-treatment. Egg reduction rates (ERR; based on mean group egg counts) and individual-patient ERR (iERR) were utilized to express drug efficacy and analyzed after log-transformation with a linear mixed effect model. The analyses were separated by follow-up duration (14-21 and 22-45 days) after drug administration.

PRINCIPAL FINDINGS: The 13 studies enrolled 5,759 STH stool-positive individuals; 5,688 received active medication or placebo contributing a total of 11,103 STH infections (65% had two or three concurrent infections), of whom 3,904 (8,503 infections) and 1,784 (2,550 infections) had efficacy assessed at 14-21 days and 22-45 days post-treatment, respectively. Neither the number of helminth co-infections nor duration of follow-up affected ERR for any helminth species. The number of participants treated with single-dose albendazole was 689 (18%), with single-dose mebendazole 658 (17%), and with albendazole-based co-administrations 775 (23%). The overall mean ERR assessed by day 14-21 for albendazole and mebendazole was 94.5% and 87.4%, respectively on Ascaris lumbricoides, 86.8% and 40.8% on hookworm, and 44.9% and 23.8% on Trichuris trichiura. The World Health Organization (WHO) recommended criteria for efficacy were met in 50%, 62%, and 33% studies of albendazole for A. lumbricoides, T. trichiura, and hookworm, respectively and 25% of mebendazole studies. iERR analyses showed similar results, with cure achieved in 92% of A. lumbricoides-infected subjects treated with albendazole and 93% with mebendazole; corresponding figures for hookworm were 70% and 17%, and for T. trichiura 22% and 20%.

CONCLUSIONS/SIGNIFICANCE: Combining the traditional efficacy assessment using group averages with individual responses provides a more complete picture of how anthelmintic treatments perform. Most treatments analyzed fail to meet the WHO minimal criteria for efficacy based on group means. Drug combinations (i.e., albendazole-ivermectin and albendazole-oxantel pamoate) are promising treatments for STH infections.

PMID:35917364 | DOI:10.1371/journal.pntd.0010593

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Nevin Manimala Statistics

Statistics and topology of fluctuating ribbons

Proc Natl Acad Sci U S A. 2022 Aug 9;119(32):e2122907119. doi: 10.1073/pnas.2122907119. Epub 2022 Aug 2.

ABSTRACT

Ribbons are a class of slender structures whose length, width, and thickness are widely separated from each other. This scale separation gives a ribbon unusual mechanical properties in athermal macroscopic settings, for example, it can bend without twisting, but cannot twist without bending. Given the ubiquity of ribbon-like biopolymers in biology and chemistry, here we study the statistical mechanics of microscopic inextensible, fluctuating ribbons loaded by forces and torques. We show that these ribbons exhibit a range of topologically and geometrically complex morphologies exemplified by three phases-a twist-dominated helical phase (HT), a writhe-dominated helical phase (HW), and an entangled phase-that arise as the applied torque and force are varied. Furthermore, the transition from HW to HT phases is characterized by the spontaneous breaking of parity symmetry and the disappearance of perversions (that correspond to chirality-reversing localized defects). This leads to a universal response curve of a topological quantity, the link, as a function of the applied torque that is similar to magnetization curves in second-order phase transitions.

PMID:35917354 | DOI:10.1073/pnas.2122907119

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Nevin Manimala Statistics

A neural network solves, explains, and generates university math problems by program synthesis and few-shot learning at human level

Proc Natl Acad Sci U S A. 2022 Aug 9;119(32):e2123433119. doi: 10.1073/pnas.2123433119. Epub 2022 Aug 2.

ABSTRACT

We demonstrate that a neural network pretrained on text and fine-tuned on code solves mathematics course problems, explains solutions, and generates questions at a human level. We automatically synthesize programs using few-shot learning and OpenAI’s Codex transformer and execute them to solve course problems at 81% automatic accuracy. We curate a dataset of questions from Massachusetts Institute of Technology (MIT)’s largest mathematics courses (Single Variable and Multivariable Calculus, Differential Equations, Introduction to Probability and Statistics, Linear Algebra, and Mathematics for Computer Science) and Columbia University’s Computational Linear Algebra. We solve questions from a MATH dataset (on Prealgebra, Algebra, Counting and Probability, Intermediate Algebra, Number Theory, and Precalculus), the latest benchmark of advanced mathematics problems designed to assess mathematical reasoning. We randomly sample questions and generate solutions with multiple modalities, including numbers, equations, and plots. The latest GPT-3 language model pretrained on text automatically solves only 18.8% of these university questions using zero-shot learning and 30.8% using few-shot learning and the most recent chain of thought prompting. In contrast, program synthesis with few-shot learning using Codex fine-tuned on code generates programs that automatically solve 81% of these questions. Our approach improves the previous state-of-the-art automatic solution accuracy on the benchmark topics from 8.8 to 81.1%. We perform a survey to evaluate the quality and difficulty of generated questions. This work automatically solves university-level mathematics course questions at a human level and explains and generates university-level mathematics course questions at scale, a milestone for higher education.

PMID:35917350 | DOI:10.1073/pnas.2123433119

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Nevin Manimala Statistics

Bioprotection of Zea mays L. from aflatoxigenic Aspergillus flavus by Loigolactobacillus coryniformis BCH-4

PLoS One. 2022 Aug 2;17(8):e0271269. doi: 10.1371/journal.pone.0271269. eCollection 2022.

ABSTRACT

Fungal infection causes deterioration, discoloration, and loss of nutritional values of food products. The use of lactic acid bacteria has diverse applications in agriculture to combat pathogens and to improve the nutritional values of cereal grains. The current research evaluated the potential of Loigolactobacillus coryniformis BCH-4 against aflatoxins producing toxigenic Aspergillus flavus strain. The cell free supernatant (CFS) of Loig. coryniformis was used for the protection of Zea mays L. treated with A. flavus. No fungal growth was observed even after seven days. The FT-IR spectrum of untreated (T1: without any treatment) and treated maize grains (T2: MRS broth + A. flavus; T3: CFS + A. flavus) showed variations in peak intensities of functional group regions of lipids, proteins, and carbohydrates. Total phenolics, flavonoid contents, and antioxidant activity of T3 were significantly improved in comparison with T1 and T2. Aflatoxins were not found in T3 while observed in T2 (AFB1 and AFB2 = 487 and 16 ng/g each). HPLC analysis of CFS showed the presence of chlorogenic acid, p-coumaric acid, 4-hydroxybenzoic acid, caffeic acid, sinapic acid, salicylic acid, and benzoic acid. The presence of these acids in the CFS of Loig. coryniformis cumulatively increased the antioxidant contents and activity of T3 treated maize grains. Besides, CFS of Loig. coryniformis was passed through various treatments (heat, neutral pH, proteolytic enzymes and catalase), to observe its stability. It suggested that the inhibitory potential of CFS against A. flavus was due to the presence of organic acids, proteinaceous compounds and hydrogen peroxide. Conclusively, Loig. coryniformis BCH-4 could be used as a good bioprotecting agent for Zea mays L. by improving its nutritional and antioxidant contents.

PMID:35917314 | DOI:10.1371/journal.pone.0271269

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Nevin Manimala Statistics

Bayesian and frequentist approaches to sequential monitoring for futility in oncology basket trials: A comparison of Simon’s two-stage design and Bayesian predictive probability monitoring with information sharing across baskets

PLoS One. 2022 Aug 2;17(8):e0272367. doi: 10.1371/journal.pone.0272367. eCollection 2022.

ABSTRACT

This article discusses and compares statistical designs of basket trial, from both frequentist and Bayesian perspectives. Baskets trials are used in oncology to study interventions that are developed to target a specific feature (often genetic alteration or immune phenotype) that is observed across multiple tissue types and/or tumor histologies. Patient heterogeneity has become pivotal to the development of non-cytotoxic treatment strategies. Treatment targets are often rare and exist among several histologies, making prospective clinical inquiry challenging for individual tumor types. More generally, basket trials are a type of master protocol often used for label expansion. Master protocol is used to refer to designs that accommodates multiple targets, multiple treatments, or both within one overarching protocol. For the purpose of making sequential decisions about treatment futility, Simon’s two-stage design is often embedded within master protocols. In basket trials, this frequentist design is often applied to independent evaluations of tumor histologies and/or indications. In the tumor agnostic setting, rarer indications may fail to reach the sample size needed for even the first evaluation for futility. With recent innovations in Bayesian methods, it is possible to evaluate for futility with smaller sample sizes, even for rarer indications. Novel Bayesian methodology for a sequential basket trial design based on predictive probability is introduced. The Bayesian predictive probability designs allow interim analyses with any desired frequency, including continual assessments after each patient observed. The sequential design is compared with and without Bayesian methods for sharing information among a collection of discrete, and potentially non-exchangeable tumor types. Bayesian designs are compared with Simon’s two-stage minimax design.

PMID:35917296 | DOI:10.1371/journal.pone.0272367

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Nevin Manimala Statistics

Objective Evaluation of Neurogenic Intermittent Claudication for Patients with Lumbar Spinal Stenosis Based on Plantar Pressure Analysis

Spine (Phila Pa 1976). 2022 Aug 2. doi: 10.1097/BRS.0000000000004444. Online ahead of print.

ABSTRACT

STUDY DESIGN: A cross-sectional study.

OBJECTIVE: To quantify the severity of neurogenic intermittent claudication (NIC) for patients with lumbar spinal stenosis (LSS) based on center of pressure (COP) trajectory.

SUMMARY OF BACKGROUND DATA: NIC is one of the typical symptoms of LSS. So far, the severity level of NIC is mainly evaluated by subjective description of patients, which might be biased by patients’ background differences and thus lead to ineffective diagnosis or inappropriate treatment for LSS. Therefore, it remains necessary to develop a reliable clinical technique for quantitative evaluation of NIC to achieve more effective therapy for LSS.

METHODS: In the present study, the Footscan® pressure system was used to detect the COP trajectory. The real-time walking distance (rtWD) and the corresponding displacement of medial-lateral COP (ML-COP) were calculated based on the trajectory. The differences of ML-COP between LSS group and control group were analyzed using one-way repeated measures ANOVA. Regression and Pearson correlation analysis were used to investigate the correlation between rtWD and ML-COP, as well as the relation between the Oxford Claudication Score (OCS) and clinical evaluation indicators.

RESULTS: The present study included 31 LSS patients and 31 healthy controls. There were no significant differences in demographic data between the two groups (P>0.05). The results indicated that ML-COP would increase with the number of laps in the LSS group while not in the control group. Also, a linear relationship was identified between the ML-COP and rtWD for LSS patients (R2>0.80, P<0.05). Since the incremental rate of ML-COP for LSS patients was reflected by the regression coefficients of the linear regression analysis, thus the regression coefficients were defined as the claudication correlation coefficients (CCC). In addition, it was indicated by the statistical analysis that there was a strong positive correlation between OCS and CCC (r=0.96; P<0.001), and a medium negative correlation with FWD (r=-0.67; P<0.001). It was also noticed that there was no significant correlation between the average ML-COP and OCS (r=-0.03; P=0.864).

CONCLUSION: The ML-COP of LSS patients would increase with the patients’ walking distance. This incremental rate, characterized by the claudication correlation coefficient (CCC), would be used as an effective indicator to quantify the severity level of the NIC, for potentially more accurate and reliable diagnosis, evaluation, and treatment of LSS.

LEVEL OF EVIDENCE: 3.

PMID:35917289 | DOI:10.1097/BRS.0000000000004444