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Nevin Manimala Statistics

Attitudes, Beliefs, and Perceptions Associated with Mask Wearing within Four Racial and Ethnic Groups Early in the COVID-19 Pandemic

J Racial Ethn Health Disparities. 2023 May 31. doi: 10.1007/s40615-023-01638-x. Online ahead of print.

ABSTRACT

BACKGROUND: While previous studies have identified a range of factors associated with mask wearing in the US, little is known about drivers of mask-wearing among racial and ethnic minority groups. This analysis assessed whether factors positively associated with wearing a mask early in the pandemic differed between participants grouped by race/ethnicity (Hispanic, non-Hispanic Black, non-Hispanic Asian, and non-Hispanic White).

METHOD: Data were obtained from a US internet panel survey of 3217 respondents during May-November 2020 (weighted by race/ethnicity, age, gender, and education to the US national population). Within each of the four available racial/ethnic groups, crude and adjusted odds ratios (COR and AOR) were calculated using logistic regression to assess factors positively associated with wearing a mask. Adjusted models were controlled for age, gender, education, county COVID-19 case count, presence of a state-issued mask mandate, and interview month.

RESULTS: The following variables were most strongly positively associated with mask wearing (p<0.05) in each racial/ethnic group: Hispanic-seeing others wearing masks (AOR: 6.7), importance of wearing a mask combined with social distancing (AOR: 3.0); non-Hispanic Black-belief that wearing a mask would protect others from coronavirus (AOR: 5.1), reporting hearing that one should wear a mask (AOR: 3.6); non-Hispanic Asian-belief that people important to them believe they should wear a mask (COR: 5.1, not statistically significant); and non-Hispanic White-seeing others wearing masks (AOR: 3.1), importance of wearing a mask (AOR: 2.3).

CONCLUSION: Public health efforts to encourage mask wearing should consider the diversity of behavioral influences within different population groups.

PMID:37258995 | DOI:10.1007/s40615-023-01638-x

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Nevin Manimala Statistics

Phylogenetic Analysis of Bacterial Pathogen Genomes

Methods Mol Biol. 2023;2674:87-99. doi: 10.1007/978-1-0716-3243-7_6.

ABSTRACT

The development of high-throughput sequencing technology has led to a significant reduction in the time and cost of sequencing whole genomes of bacterial pathogens. Studies can sequence and compare hundreds or even thousands of genomes within a given bacterial population. A phylogenetic tree is the most frequently used method of depicting the relationships between these bacterial pathogen genomes. However, the presence of homologous recombination in most bacterial pathogen species can invalidate the application of standard phylogenetic tools. Here we describe a method to produce phylogenetic analyses that accounts for the disruptive effect of recombination. This allows users to investigate the recombination events that have occurred, as well as to produce more meaningful phylogenetic analyses which recover the clonal genealogy representing the clonal relationships between genomes.

PMID:37258962 | DOI:10.1007/978-1-0716-3243-7_6

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Nevin Manimala Statistics

Association of exercise, brain-derived neurotrophic factor, and cognition among older women: A systematic review and meta-analysis

Arch Gerontol Geriatr. 2023 May 23;114:105068. doi: 10.1016/j.archger.2023.105068. Online ahead of print.

ABSTRACT

This systematic review and meta-analysis explored the effects of structured exercise regimens on brain-derived neurotrophic factor (BDNF) levels, a proxy for cognitive function, in older women. In this study, we collated evidence from the available clinical trials that reported BDNF levels and other outcomes following structured exercise regimens. Adhering to PRISMA Statement 2020 guidelines. PubMed/MEDLINE, Scopus, CINAHL Plus, and Cochrane were systematically searched using a combination of the following keywords: brain-derived neurotrophic factor, women, exercise, older, cognition, and/or cognitive. A random-effects model was applied; the statistical analysis was conducted in RevMan 5.4 (Cochrane). The risk of bias in the included trials was assessed using the Risk of Bias in Non-Randomized Studies of Interventions (ROBINS-I) tool. Across 12 trials, 994 older women were included that were enrolled in different exercise regimens globally. Exercise regimens were categorized as aerobic, resistance/power training, aquatic, taekwondo, and multimodal and ranging from 30 to 60 min, 1-5 times per week across 5-24 weeks. Moderate improvement (Cohen’s d: 0.44, 95% CI: 0.04-0.84, p = 0.03) was found in BDNF levels across all trials. There was a small yet insignificant improvement in mini-mental state examination (MMSE) scores (Cohen’s d: 0.17, 95% CI: -0.79-1.13, p = 0.73). Aerobic exercise, aquatic exercise, and multimodal regimens showed significant association with improved BDNF levels but the sample size for individual exercise regimens was small A main limitation was the inclusion of 114 (10.3%) males in the data, introducing gender bias. This study provides novel insight into the association between various exercise regimens and BDNF levels among older women.

PMID:37257214 | DOI:10.1016/j.archger.2023.105068

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Nevin Manimala Statistics

Normative Values of Cepstral Peak Prominence Measures in Typical Speakers by Sex, Speech Stimuli, and Software Type Across the Life Span

Am J Speech Lang Pathol. 2023 May 31:1-13. doi: 10.1044/2023_AJSLP-22-00264. Online ahead of print.

ABSTRACT

PURPOSE: The purpose of this study was to determine normative values for cepstral peak prominence measures across the life span as a function of sex using clinically relevant stimuli (/ɑ/, /i/, and two sentences of The Rainbow Passage) and two commonly used software types: Praat (Version 6.0.50) and Analysis of Dysphonia in Speech and Voice (ADSV).

METHOD: One hundred fifty speakers (75 men, 75 women; evenly distributed into three age groups) without voice disorders aged 18-91 years were recorded via headset microphone in a sound-treated booth. Cepstral measures were analyzed using common analysis methods in Praat and ADSV by sex, stimuli, and software type. Kruskal-Wallis tests and post hoc Mood’s Median tests for significant factors were performed on cepstral measures to assess the effects of age group, sex, stimuli, and software type.

RESULTS: The results revealed statistically significant effects of sex, stimuli, and software type on cepstral measures, but no statistical effect of age group on cepstral values. Women had lower average cepstral values compared to men. Across stimuli, the highest average cepstral measure was found for sustained /ɑ/, followed by sustained /i/, and then of the two sentences of The Rainbow Passage. Average cepstral measures in Praat were higher than those from ADSV.

CONCLUSIONS: The current work did not find a statistical effect of age group on cepstral values; thus, normative cepstral values were reported by sex, stimuli, and software type. Future work should examine the applicability of these normative values for discriminating speakers with and without voice disorders.

PMID:37257202 | DOI:10.1044/2023_AJSLP-22-00264

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Nevin Manimala Statistics

A review of the application of spatial survival methods in cancer research: trends, modelling and visualization techniques

Cancer Epidemiol Biomarkers Prev. 2023 May 31:EPI-23-0154. doi: 10.1158/1055-9965.EPI-23-0154. Online ahead of print.

ABSTRACT

Spatial modelling of cancer survival is an important tool for identifying geographic disparities and providing an evidence base for resource allocation. Many different approaches have attempted to understand how survival varies geographically. This is the first scoping review to describe different methods and visualization techniques and to assess temporal trends in publications. The review was carried out using the PRISMA guideline using PubMed and Web of Science databases. Two authors independently screened articles. Articles were eligible for review if they measured cancer survival outcomes in small geographical areas by using spatial regression and/or mapping. Thirty-two articles were included, and the number increased over time. Most articles have been conducted in high-income countries using cancer registry databases. Eight different methods of modelling spatial survival were identified, and there were seven different ways of visualizing the results. Increasing the use of spatial modelling through enhanced data availability and knowledge sharing could help inform and motivate efforts to improve cancer outcomes and reduce excess deaths due to geographical inequalities. Efforts to improve the coverage and completeness of population-based cancer registries should continue to be a priority, in addition to encouraging the open sharing of relevant statistical programming syntax and international collaborations.

PMID:37257201 | DOI:10.1158/1055-9965.EPI-23-0154

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Nevin Manimala Statistics

Positivity-Preserving Numerical Method and Relaxed Control for Stochastic Susceptible-Infected-Vaccinated Epidemic Model with Markov Switching

J Comput Biol. 2023 May 31. doi: 10.1089/cmb.2022.0388. Online ahead of print.

ABSTRACT

The stochastic susceptible-infected-vaccinated (SIV) epidemic model includes a nonlinear term, making it difficult to obtain analytical solutions. Thus, numerical approximation schemes are an important tool for predicting the dynamics of infectious diseases and establishing optimal control strategies. However, the convergence rate of the existing numerical methods [e.g., Euler-Maruyama (EM) and truncated EM scheme] is only 1/2 order of the time step Δt. This article describes the construction of a logarithmic truncated EM scheme that achieves order-1 convergence and ensures positive numerical solutions of the stochastic SIV epidemic model. The existence of an invariant measure is proved for the stochastic SIV epidemic model with Markov switching. In addition, relaxed controls for the stochastic SIV epidemic model are investigated by using the Markov chain approximation method. It is demonstrated that the approximation schemes converge to the optimal strategy as the mesh size goes to zero. Finally, the results of numerical examples are presented to illustrate the theoretical results derived in this article.

PMID:37257191 | DOI:10.1089/cmb.2022.0388

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Nevin Manimala Statistics

Association Between the SLC2A2 Gene rs1499821 Polymorphism and Caries Susceptibility

Genet Test Mol Biomarkers. 2023 May;27(5):149-156. doi: 10.1089/gtmb.2022.0201.

ABSTRACT

Objectives: This study was designed to analyze the association between the SLC2A2 rs1499821 polymorphism and caries susceptibility in the Chinese Han, Zhuang, and Baikuyao populations. Materials and Methods: The present case-control study included 1067 12-year-old children: 481 with caries (142 Han, 166 Zhuang and 173 Baikuyao) and 586 who were caries-free (135 Han, 178 Zhuang and 273 Baikuyao). Questionnaires about diet and oral habits were obtained from all subjects. All of the children received dental examinations and DNA collection. The SLC2A2 rs1499821 SNP was genotyped using the SNPscan technique. Results: The rs1499821 T polymorphism was significantly associated with caries susceptibility in both the Han population and the combined populations of the three ethnic subgroups. SLC2A2 rs1499821 was associated with caries susceptibility in the dominant model in the Han (p = 0.045) population and the combined (p = 0.038) group. The CT+TT genotypes at rs1499821 were associated with a higher risk of caries in the Han (OR = 1.69, adjusted 95% CI: 1.01-2.81) and combined (OR = 1.33, adjusted 95% CI: 1.02-1.74) populations. In both Han (p = 0.009) and the combined populations (p = 0.004), there were statistically significant associations between the frequency of sweet food intake and dental caries. However, the rs1499821 polymorphisms did not associate with the frequency of sweet food intake in these ethnic subgroups. Conclusion: In the Han population, the SLC2A2 rs1499821 T allele and the frequency of sweet food intake may be regarded as risk factors for caries susceptibility. The SLC2A2 rs1499821 T allele had no association with the frequency of sweet food intake in any of the three ethnic groups.

PMID:37257183 | DOI:10.1089/gtmb.2022.0201

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Nevin Manimala Statistics

Quantification and statistical modeling of droplet-based single-nucleus RNA-sequencing data

Biostatistics. 2023 May 31:kxad010. doi: 10.1093/biostatistics/kxad010. Online ahead of print.

ABSTRACT

In complex tissues containing cells that are difficult to dissociate, single-nucleus RNA-sequencing (snRNA-seq) has become the preferred experimental technology over single-cell RNA-sequencing (scRNA-seq) to measure gene expression. To accurately model these data in downstream analyses, previous work has shown that droplet-based scRNA-seq data are not zero-inflated, but whether droplet-based snRNA-seq data follow the same probability distributions has not been systematically evaluated. Using pseudonegative control data from nuclei in mouse cortex sequenced with the 10x Genomics Chromium system and mouse kidney sequenced with the DropSeq system, we found that droplet-based snRNA-seq data follow a negative binomial distribution, suggesting that parametric statistical models applied to scRNA-seq are transferable to snRNA-seq. Furthermore, we found that the quantification choices in adapting quantification mapping strategies from scRNA-seq to snRNA-seq can play a significant role in downstream analyses and biological interpretation. In particular, reference transcriptomes that do not include intronic regions result in significantly smaller library sizes and incongruous cell type classifications. We also confirmed the presence of a gene length bias in snRNA-seq data, which we show is present in both exonic and intronic reads, and investigate potential causes for the bias.

PMID:37257175 | DOI:10.1093/biostatistics/kxad010

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Nevin Manimala Statistics

Readmission and Disposition in Patients With Malignant Bowel Obstructions Following Gastrostomy Tube

Am Surg. 2023 May 31:31348231180915. doi: 10.1177/00031348231180915. Online ahead of print.

ABSTRACT

BACKGROUND: Patients with peritoneal carcinomatosis (PC) can develop malignant bowel obstructions (MBOs) requiring inpatient admission and nasogastric tube decompression. Palliative decompressive gastrostomy tubes (G-tubes) may affect patient disposition, allowing for self-management and reduction in inpatient services. Therefore, we sought to assess disposition and inpatient readmission rates in patients admitted with PC and MBO following G-tube placement.

METHODS: The Vizient® Clinical Data Base was queried for inpatient admissions from October 2018 to May 2022 utilizing ICD-10 codes to identify patients admitted with PC and bowel obstruction, with or without G-tube placement. Demographics and hospital outcomes were recorded. Descriptive statistics and multivariate logistic regression analysis were performed.

RESULTS: From 750 patients, 59 (7.9%) had a G-tube placed. Compared to patients without G-tubes, those with G-tubes had lower rates of disposition to home (32.2% vs 70.0%, P < .001) and higher rates of disposition to hospice (home: 30.5% vs 7.8%, P < .001, facility: 10.2% vs 3.9%, P = .02). There was no significant difference in the rate (17.3% vs 22.3%, P = .40) or risk (OR = 1.44, 95% CI .69-3.01) of 30-day readmissions with G-tubes. However, palliative care consultation (OR 33.77, 95% CI 19.16-59.52) and G-tube placement (OR 5.82, 95% CI 2.56-13.25) were independent predictors for hospice.

DISCUSSION: Placement of G-tubes in patients with PC and MBO was associated with higher rates of disposition to hospice but there is no difference in 30-day readmission rates compared to those without G-tubes. Further prospective studies are needed to understand the role of G-tube placement in patients with MBO in relation to outcomes and disposition.

PMID:37257144 | DOI:10.1177/00031348231180915

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Nevin Manimala Statistics

Children’s Oncology Group AALL1331: Phase III Trial of Blinatumomab in Children, Adolescents, and Young Adults With Low-Risk B-Cell ALL in First Relapse

J Clin Oncol. 2023 May 31:JCO2202200. doi: 10.1200/JCO.22.02200. Online ahead of print.

ABSTRACT

PURPOSE: Blinatumomab, a bispecific T-cell engager immunotherapy, is efficacious in relapsed/refractory B-cell ALL (B-ALL) and has a favorable toxicity profile. One aim of the Children’s Oncology Group AALL1331 study was to compare survival of patients with low-risk (LR) first relapse of B-ALL treated with chemotherapy alone or chemotherapy plus blinatumomab.

PATIENTS AND METHODS: After block 1 reinduction, patients age 1-30 years with LR first relapse of B-ALL were randomly assigned to block 2/block 3/two continuation chemotherapy cycles/maintenance (arm C) or block 2/two cycles of continuation chemotherapy intercalated with three blinatumomab blocks/maintenance (arm D). Patients with CNS leukemia received 18 Gy cranial radiation during maintenance and intensified intrathecal chemotherapy. The primary and secondary end points were disease-free survival (DFS) and overall survival (OS).

RESULTS: The 4-year DFS/OS for the 255 LR patients accrued between December 2014 and September 2019 were 61.2% ± 5.0%/90.4% ± 3.0% for blinatumomab versus 49.5% ± 5.2%/79.6% ± 4.3% for chemotherapy (P = .089/P = .11). For bone marrow (BM) ± extramedullary (EM) (BM ± EM; n = 174) relapses, 4-year DFS/OS were 72.7% ± 5.8%/97.1% ± 2.1% for blinatumomab versus 53.7% ± 6.7%/84.8% ± 4.8% for chemotherapy (P = .015/P = .020). For isolated EM (IEM; n = 81) relapses, 4-year DFS/OS were 36.6% ± 8.2%/76.5% ± 7.5% for blinatumomab versus 38.8% ± 8.0%/68.8% ± 8.6% for chemotherapy (P = .62/P = .53). Blinatumomab was well tolerated and patients had low adverse event rates.

CONCLUSION: For children, adolescents, and young adults with B-ALL in LR first relapse, there was no statistically significant difference in DFS or OS between the blinatumomab and standard chemotherapy arms overall. However, blinatumomab significantly improved DFS and OS for the two thirds of patients with BM ± EM relapse, establishing a new standard of care for this population. By contrast, similar outcomes and poor DFS for both arms were observed in the one third of patients with IEM; new treatment approaches are needed for these patients (ClinicalTrials.gov identifier: NCT02101853).

PMID:37257143 | DOI:10.1200/JCO.22.02200