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Nevin Manimala Statistics

Assessment of variability in motor grading and patient-reported outcome reporting: a multi-specialty, multi-national survey

Acta Neurochir (Wien). 2021 May 15. doi: 10.1007/s00701-021-04861-9. Online ahead of print.

ABSTRACT

BACKGROUND: The goal of this survey-based study was to evaluate the current practice patterns of clinicians who assess patients with peripheral nerve pathologies and to assess variance in motor grading on the Medical Research Council (MRC) scale using example case vignettes.

METHODS: An electronic survey was distributed to clinicians who regularly assess patients with peripheral nerve pathology. Survey sections included (1) demographic data, (2) vignettes where respondents were asked to assess on the MRC scale, and (3) assessment of practice patterns regarding the use of patient-reported outcome measures. Inter-rater reliability statistics were calculated for the application of the MRC scale on example vignettes.

RESULTS: There were 109 respondents. There was significant dispersion in motor grading seen on the example vignettes. For the raw responses grading the example vignettes on the MRC scale, Krippendorff’s alpha was 0.788 (95% CI 0.604, 0.991); Gwet’s AC2 was 0.808 (95% CI 0.683, 0.932); Fleiss’ kappa was 0.416 (95% CI 0.413, 0.419). Most respondents reported not utilizing any patient-reported outcome measures across peripheral nerve pathologies.

DISCUSSION: Our data show that there is significant disagreement among providers when applying the MRC scale. It is important for us to reassess our current tools for patient evaluation in order to improve upon both clinical evaluation and outcomes reporting. Consensus guidelines for outcomes reporting are needed, and domains outside of manual muscle testing should be included.

PMID:33990886 | DOI:10.1007/s00701-021-04861-9

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Nevin Manimala Statistics

Complementary, Traditional and Spiritual Practices Used by Cancer Patients in Turkey When Coping with Pain: An Exploratory Case Study

J Relig Health. 2021 May 14. doi: 10.1007/s10943-021-01276-9. Online ahead of print.

ABSTRACT

This study was conducted to determine the complementary and traditional-spiritual practices applied by individuals diagnosed with cancer when experiencing significant pain. This descriptive and cross-sectional study was conducted with 110 patients who were receiving chemotherapy treatment in a university hospital outpatient treatment unit (Chemotherapy Unit) between 1st March and 30th June 2019. The study sample size was calculated using the ‘unknown-population sample selection formula’ (n = t2·p·q·/d2). Study data were collected using a patient information form comprising 13 questions about the participants’ sociodemographic characteristics, diseases, and complementary practices. The data were analyzed using descriptive percentage tests and the Statistical Package for the Social Sciences (SPSS Inc., Chicago, IL, USA) software. The study found that 45.5% of the cancer patients took a walk, 38.2% listened to music, 27.3% watched movies, 24.5% received massages, 20.0% read newspapers or books, 20.0% did sports, and 10.9% dreamed in painful situations. Spiritual practices used by the patients were determined as praying (46.4%), engaging in salat (the daily ritual prayers of Islam) (30.9%) and reading religious books (23.6%). The herbal practices applied by the patients include the use of garlic, mulberry molasses, pomegranate, green tea; furthermore, herbs such as honey, sage, lime, black cumin, ginger, centaury, thyme, nettle, flaxseeds, and rosehip were also used. Most of the patients learned complementary practices from television programs (62.7%); only 8.2% learned these practices from healthcare professionals. Nurses should investigate patients’ use of complementary practices and provide them with the necessary evidence-based information to prevent unconscious use of these practices. Considering that determining patients’ spiritual needs and practices is seen as the first step in the holistic care of patients, it is important to satisfy cancer patients by providing necessary healthcare services and help them improve their physical and mental health.

PMID:33990887 | DOI:10.1007/s10943-021-01276-9

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Nevin Manimala Statistics

Weight bias and support of public health policies

Can J Public Health. 2021 May 14. doi: 10.17269/s41997-020-00471-7. Online ahead of print.

ABSTRACT

OBJECTIVES: Public health policies have been proposed to help address prevalent Canadian obesity rates. Along with the increase in obesity prevalence, explicit weight bias is also rampant in Western society. This paper aimed to assess the association between explicit weight bias attitudes and Canadian public support of these policy recommendations.

METHODS: Canadian adults (N = 903; 51% female; BMI = 27.3 ± 7.0 kg/m2) completed an online survey measuring explicit weight bias, using the three subscales of the Anti-Fat Attitudes Questionnaire: Willpower (belief in weight controllability), Fear of fat (fear of gaining weight), and Dislike (antipathy towards people with obesity). Whether these subscales were associated with policy support was assessed with logistic regression. Analyses were adjusted for age, race, gender, and income.

RESULTS: Public support of policy recommendations ranged from 53% to 90%. Explicit weight bias was primarily expressed through a fear of weight gain and the belief that weight gain was within the individual’s control based on willpower. Although the Dislike subscale was associated with lower support for several policies that enable or guide individual choice in behaviour change, the Willpower and Fear of fat subscales were associated with greater support for similar policies.

CONCLUSION: This study contributes to evidence-informed public health action by describing public support of public health policies and demonstrating an association between explicit weight bias and public support. A higher total explicit weight bias score increased the odds of supporting primarily less intrusive policies. However, dislike of individuals with obesity was associated with decreased odds of supporting many policies.

PMID:33990876 | DOI:10.17269/s41997-020-00471-7

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Nevin Manimala Statistics

A preliminary single-center investigation of percutaneous biliary stenting in malignant hilar biliary obstruction: what impacts the clinical success and the long-term outcomes?

Support Care Cancer. 2021 May 14. doi: 10.1007/s00520-021-06271-0. Online ahead of print.

ABSTRACT

PURPOSE: The purpose of this study is to investigate the influencing factors that may impact the clinical success, jaundice-free time, and overall survival in patients of malignant hilar biliary obstruction (MHBO) treated with a self-expanding metallic stent (SEMS).

MATERIALS AND METHODS: Patients diagnosed with MHBO and treated with SEMS through percutaneous access from 1 Jul. 2013 to 1 Jul. 2018 were enrolled in this monocentric study. Demographic information, disease baseline measurements, and interventional strategies were collected and examined. Bilirubin was measured 1-3 days before and 3-7 days after stenting using the unit of “μmol/L.” The bilirubin reduction ratio was compared between different study groups, which were separated by specific characteristics. Univariate and multivariate analyses were performed to evaluate each characteristic’s impact on jaundice-free time (JF) and overall survival time (OS). Statistical analyses were conducted using SPSS 14.0, p < 0.05 indicated significance.

RESULTS: Eighty patients were enrolled. Direct bilirubin (DB) and indirect bilirubin (IB) both significantly decreased after stenting (U = 1575.0, p < 0.001; U = 1541.0, p < 0.001). The DB reduction ratio of the “nearby lymph metastases” group was significantly higher (U = 566.0, p = 0.037). The IB reduction ratio in the “single stent” group was significantly higher (U = 554.0, p = 0.018). Sixty-six cases reached jaundice recurrence, the median JF was 6 months, and the 95% confidence interval was 4.411 ~ 7.589 months. Fifty-eight cases ended in death, the median OS was 7 months, and the 95% confidence interval was 5.759 ~ 8.241 months. “Nearby lymph metastases” and “distant metastases” independently impacted OS (OR = 2.344, p = 0.013; OR = 3.239, p = 0.042). “IB reduction ratio” independently impacted both JF and OS (OR = 0.422, p = 0.021; OR = 0.315, p = 0.001).

CONCLUSION: The goal of treatment in patients with MHBO is to recover liver function. However, the overall survival is greatly impacted by the presence of metastases. Managing to obtain adequate liver function recovery may improve the long-term outcomes in affected patients.

PMID:33990879 | DOI:10.1007/s00520-021-06271-0

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Nevin Manimala Statistics

Analysis of the effects of a delay of surgery in patients with hip fractures: outcome and causes

Osteoporos Int. 2021 May 14. doi: 10.1007/s00198-021-05990-8. Online ahead of print.

ABSTRACT

This study analyzed characteristics of hip fracture patients who did not undergo surgery within 24 hours after hospitalization, as recommended by the Belgian quality standards. Reasons for delay were analyzed. Delay in surgery for hip fracture was related to the medical condition of the patients.

INTRODUCTION: To compare patients with optimal timing to patients with a delay in hip surgery, with respect to outcome (complications (postoperative) and mortality) and reasons for delay.

METHODS: A retrospective analysis of medical records compared patients operated on within 24h (Group A) to patients operated on more than 24h after admission (Group B). A follow-up period of 5 years after release or up to the time of data collection was used. Reasons for delay in relation with mortality were analyzed descriptively. Descriptive statistics were used for patient demographics and complications. Relationships causing a delayed surgery and mortality were analyzed using binary logistic regression. Additionally, a survival analysis was provided for overall mortality.

RESULTS: Respectively, 536 and 304 patients were included in Group A and B. The most prominent reason for delaying surgery was the patient not being medically fit (20.7%). Surgical delay was associated with more cardiovascular (p = 0.010), more pulmonary (p < 0.001), and less hematologic complications (p=0.037). Thirty-day mortality was higher with increasing age (p < 0.001), with hematologic (p < 0.001) or endocrine-metabolic complications (p = 0.001), and lower when no complications occurred (p = 0.004). Mortality at the end of data collection was higher for patients with delayed surgery (OR = 2.634, p < 0.001), an increased age (p = 0.006), male gender (p < 0.001), institutionalized patients (p = 0.009), pulmonary complication (p = 0.002), and having no endocrine-metabolic complications (p = 0.003). Survival analysis showed better survival for patients operated on within 24h (p < 0.001).

CONCLUSIONS: Delayed surgery for patients with hip fractures was associated with bad additional medical conditions. Survival was higher for patients operated on within 24h of admission.

PMID:33990873 | DOI:10.1007/s00198-021-05990-8

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Nevin Manimala Statistics

Are skyline plot-based demographic estimates overly dependent on smoothing prior assumptions?

Syst Biol. 2021 May 13:syab037. doi: 10.1093/sysbio/syab037. Online ahead of print.

ABSTRACT

In Bayesian phylogenetics, the coalescent process provides an informative framework for inferring changes in the effective size of a population from a phylogeny (or tree) of sequences sampled from that population. Popular coalescent inference approaches such as the Bayesian Skyline Plot, Skyride and Skygrid all model these population size changes with a discontinuous, piecewise-constant function but then apply a smoothing prior to ensure that their posterior population size estimates transition gradually with time. These prior distributions implicitly encode extra population size information that is not available from the observed coalescent data i.e., the tree. Here we present a novel statistic, Ω, to quantify and disaggregate the relative contributions of the coalescent data and prior assumptions to the resulting posterior estimate precision. Our statistic also measures the additional mutual information introduced by such priors. Using Ω we show that, because it is surprisingly easy to over-parametrise piecewise-constant population models, common smoothing priors can lead to overconfident and potentially misleading inference, even under robust experimental designs. We propose Ω as a useful tool for detecting when effective population size estimates are overly reliant on prior assumptions and for improving quantification of the uncertainty in those estimates.

PMID:33989428 | DOI:10.1093/sysbio/syab037

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Nevin Manimala Statistics

Evolution of virulence in a novel family of transmissible mega-plasmids

Environ Microbiol. 2021 May 14. doi: 10.1111/1462-2920.15595. Online ahead of print.

ABSTRACT

Some Serratia entomophila isolates have been successfully exploited in biopesticides due to their ability to cause amber disease in larvae of the Aotearoa (New Zealand) endemic pasture pest, Costelytra giveni. Anti-feeding prophage and ABC toxin complex virulence determinants are encoded by a 153-kb single-copy conjugative plasmid (pADAP; amber disease-associated plasmid). Despite growing understanding of the S. entomophila pADAP model plasmid, little is known about the wider plasmid family. Here, we sequence and analyze mega-plasmids from 50 Serratia isolates that induce variable disease phenotypes in the C. giveni insect host. Mega-plasmids are highly conserved within S. entomophila, but show considerable divergence in Serratia proteamaculans with other variants in S. liquefaciens and S. marcescens, likely reflecting niche adaption. In this study to reconstruct ancestral relationships for a complex mega-plasmid system, strong co-evolution between Serratia species and their plasmids were found. We identify twelve distinct mega-plasmid genotypes, all sharing a conserved gene backbone, but encoding highly variable accessory regions including virulence factors, secondary metabolite biosynthesis, Nitrogen fixation genes and toxin-antitoxin systems. We show that the variable pathogenicity of Serratia isolates is largely caused by presence/absence of virulence clusters on the mega-plasmids, but notably, is augmented by external chromosomally encoded factors. This article is protected by copyright. All rights reserved.

PMID:33989447 | DOI:10.1111/1462-2920.15595

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Nevin Manimala Statistics

Approaches to relating rice root plasticity with yield stability across different drought stress and establishment conditions

J Exp Bot. 2021 May 14:erab214. doi: 10.1093/jxb/erab214. Online ahead of print.

ABSTRACT

By responding to the variable soil environments in which rice crops are grown, roots are likely to contribute to yield stability across a range of soil moistures, nutrient levels, and establishment methods. In this study, we explored different approaches to quantification of root plasticity and characterization of its relationship with yield stability. Using four different statistical approaches (plasticity index, slope, AMMI, and factor analytic) on a set of 17 genotypes including several recently-developed breeding lines targeted to dry-direct seeding, we identified only very few direct relationships between root plasticity and yield stability. However, genotypes identified as having combined yield stability and root plasticity showed higher grain yields across trials. Furthermore, root plasticity was expressed to a greater degree in puddled transplanted trials rather than under dry direct seeding. Significant interactions between nitrogen and water resulted in contrasting relationships between nitrogen use efficiency and biomass stability between puddled transplanted and direct seeded conditions. These results reflect the complex interaction between nitrogen, drought, and even different types of drought (as a result of the establishment method) on rice root growth, and suggest that although rice root plasticity may confer stable yield across a range of environments it may be necessary to more narrowly define the targeted environments to which it will be most beneficial.

PMID:33989419 | DOI:10.1093/jxb/erab214

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Nevin Manimala Statistics

Sparse Allele Vectors and the Savvy Software Suite

Bioinformatics. 2021 May 14:btab378. doi: 10.1093/bioinformatics/btab378. Online ahead of print.

ABSTRACT

SUMMARY: The sparse allele vectors (SAV) file format is an efficient storage format for large-scale DNA variation data and is designed for high throughput association analysis by leveraging techniques for fast deserialization of data into computer memory. A command line interface has been developed to complement the storage format and supports basic features like importing, exporting and subsetting. Additionally, a C ++ programming API is available allowing for easy integration into analysis software.

AVAILABILITY AND IMPLEMENTATION: https://github.com/statgen/savvy.

SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.

PMID:33989384 | DOI:10.1093/bioinformatics/btab378

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Nevin Manimala Statistics

Tumor Growth Rate as a New Predictor of Progression-Free Survival After Chordoma Surgery

Neurosurgery. 2021 May 14:nyab164. doi: 10.1093/neuros/nyab164. Online ahead of print.

ABSTRACT

BACKGROUND: Currently, different postoperative predictors of chordoma recurrence have been identified. Tumor growth rate (TGR) is an image-based calculation that provides quantitative information of tumor’s volume changing over time and has been shown to predict progression-free survival (PFS) in other tumor types.

OBJECTIVE: To explore the usefulness of TGR as a new preoperative radiological marker for chordoma recurrence.

METHODS: A retrospective single-institution study was carried out including patients reflecting these criteria: confirmed diagnosis of chordoma on pathological analysis, no history of previous radiation, and at least 2 preoperative thin-slice magnetic resonance images available to measure TGR. TGR was calculated for all patients, showing the percentage change in tumor size over 1 mo.

RESULTS: A total of 32 patients were retained for analysis. Patients with a TGR ≥ 10.12%/m had a statistically significantly lower mean PFS (P < .0001). TGR ≥ 10.12%/m (odds ratio = 26, P = .001) was observed more frequently in recurrent chordoma. In a subgroup analysis, we found that the association of Ki-67 labeling index ≥ 6% and TGR ≥ 10.12%/m was correlated with recurrence (P = .0008).

CONCLUSION: TGR may be considered as a preoperative radiological indicator of tumor proliferation and seems to preoperatively identify more aggressive tumors with a higher tendency to recur. Our findings suggest that the therapeutic strategy and clinical-radiological follow-up of patients with chordoma can be adapted also according to this new parameter.

PMID:33989415 | DOI:10.1093/neuros/nyab164