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Nevin Manimala Statistics

Managing missing items in the Fagerström Test for Nicotine Dependence: a simulation study

BMC Med Res Methodol. 2022 May 20;22(1):145. doi: 10.1186/s12874-022-01637-2.

ABSTRACT

BACKGROUND: The Fagerström Test for Nicotine Dependence (FTND) is frequently used to assess the level of smokers’ nicotine dependence; however, it is unclear how to manage missing items. The aim of this study was to investigate different methods for managing missing items in the FTND.

METHODS: We performed a simulation study using data from the Arizona Smokers’ Helpline. We randomly sampled with replacement from the complete data to simulate 1000 datasets for each parameter combination of sample size, proportion of missing data, and type of missing data (missing at random and missing not at random). Then for six methods for managing missing items on the FTND (two involving no imputation and four involving single imputation), we assessed the accuracy (via bias) and precision (via bias of standard error) of the total FTND score itself and of the regression coefficient for the total FTND score regressed on a covariate.

RESULTS: When using the total FTND score as a descriptive statistic or in analysis for both types of missing data and for all levels of missing data, proration performed the best in terms of accuracy and precision. Proration’s accuracy decreased with the amount of missing data; for example, at 9% missing data proration’s maximum bias for the mean FTND was only – 0.3%, but at 35% missing data its maximum bias for the mean FTND increased to – 6%.

CONCLUSIONS: For managing missing items on the FTND, we recommend proration, because it was found to be accurate and precise, and it is easy to implement. However, because proration becomes less accurate with more missing data, if more than ~ 10% of data are missing, we recommend performing a sensitivity analysis with a different method of managing missing data.

PMID:35596136 | DOI:10.1186/s12874-022-01637-2

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Transmission routes of antibiotic resistant bacteria: a systematic review

BMC Infect Dis. 2022 May 20;22(1):482. doi: 10.1186/s12879-022-07360-z.

ABSTRACT

BACKGROUND: Quantification of acquisition routes of antibiotic resistant bacteria (ARB) is pivotal for understanding transmission dynamics and designing cost-effective interventions. Different methods have been used to quantify the importance of transmission routes, such as relative risks, odds ratios (OR), genomic comparisons and basic reproduction numbers. We systematically reviewed reported estimates on acquisition routes’ contributions of ARB in humans, animals, water and the environment and assessed the methods used to quantify the importance of transmission routes.

METHODS: PubMed and EMBASE were searched, resulting in 6054 articles published up until January 1st, 2019. Full text screening was performed on 525 articles and 277 are included.

RESULTS: We extracted 718 estimates with S. aureus (n = 273), E. coli (n = 157) and Enterobacteriaceae (n = 99) being studied most frequently. Most estimates were derived from statistical methods (n = 560), mainly expressed as risks (n = 246) and ORs (n = 239), followed by genetic comparisons (n = 85), modelling (n = 62) and dosage of ARB ingested (n = 17). Transmission routes analysed most frequently were occupational exposure (n = 157), travelling (n = 110) and contacts with carriers (n = 83). Studies were mostly performed in the United States (n = 142), the Netherlands (n = 87) and Germany (n = 60). Comparison of methods was not possible as studies using different methods to estimate the same route were lacking. Due to study heterogeneity not all estimates by the same method could be pooled.

CONCLUSION: Despite an abundance of published data the relative importance of transmission routes of ARB has not been accurately quantified. Links between exposure and acquisition are often present, but the frequency of exposure is missing, which disables estimation of transmission routes’ importance. To create effective policies reducing ARB, estimates of transmission should be weighed by the frequency of exposure occurrence.

PMID:35596134 | DOI:10.1186/s12879-022-07360-z

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Nevin Manimala Statistics

Stroke-derived neutrophils demonstrate higher formation potential and impaired resolution of CD66b + driven neutrophil extracellular traps

BMC Neurol. 2022 May 20;22(1):186. doi: 10.1186/s12883-022-02707-0.

ABSTRACT

BACKGROUND: Recent evidence suggests a merging role of immunothrombosis in the formation of arterial thrombosis. Our study aims to investigate its relevance in stroke patients.

METHODS: We compared the peripheral immunological profile of stroke patients vs. healthy controls. Serum samples were functionally analyzed for their formation and clearance of Neutrophil-Extracellular-Traps. The composition of retrieved thrombi has been immunologically analyzed.

RESULTS: Peripheral blood of stroke patients showed significantly elevated levels of DNAse-I (p < 0.001), LDG (p = 0.003), CD4 (p = 0.005) as well as the pro-inflammatory cytokines IL-17 (p < 0.001), INF-γ (p < 0.001) and IL-22 (p < 0.001) compared to controls, reflecting a TH1/TH17 response. Increased counts of DNAse-I in sera (p = 0.045) and Neutrophil-Extracellular-Traps in thrombi (p = 0.032) have been observed in patients with onset time of symptoms longer than 4,5 h. Lower values of CD66b in thrombi were independently associated with greater improvement of NIHSS after mechanical thrombectomy (p = 0.045). Stroke-derived neutrophils show higher potential for Neutrophil-Extracellular-Traps formation after stimulation and worse resolution under DNAse-I treatment compared to neutrophils derived from healthy individuals.

CONCLUSIONS: Our data provide new insight in the role of activated neutrophils and Neutrophil-Extracellular-Traps in ischemic stroke. Future larger studies are warranted to further investigate the role of immunothrombosis in the cascades of stroke.

TRIAL REGISTRATION: DRKS, DRKS00013278, Registered 15 November 2017, https://www.drks.de/drks_web/navigate.do?navigationId=trial.HTML&TRIAL_ID=DRKS00013278.

PMID:35596126 | DOI:10.1186/s12883-022-02707-0

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Nevin Manimala Statistics

Baseline Sattler Layer-Choriocapillaris complex Thickness cutoffs associated with age-related macular degeneration progression

Retina. 2022 May 12. doi: 10.1097/IAE.0000000000003530. Online ahead of print.

ABSTRACT

PURPOSE: This study aims to assess the relationship between choroidal overall and sublayer thickness and AMD stage progression.

METHODS: A prospective, observational case series was performed. 262 eyes of 262 patients with different stages of AMD were imaged by Optical Coherence Tomography (OCT). AMD stage, choroidal thickness (CT), Sattler layer-choriocapillaris complex thickness (SLCCT) and Haller layer thickness (HLT) were determined at the baseline visit, at a 1-year follow-up visit, at a 2-year follow up visit and at a final visit (performed after a mean of 5 ± 1 years from the baseline visit).

RESULTS: Baseline AMD stages were distributed as follows: early AMD (30 eyes; 12%), intermediate AMD (97 eyes; 39%) and late AMD (126 eyes; 49%). At the final follow-up, AMD stages were so distributed: early AMD (14 eyes; 6%), intermediate AMD (83 eyes; 33%) and late AMD (156 eyes; 61%). Each group showed a statistically significant decrease in CT values over the entire follow-up (p <0.001) and SLCCT reduction was associated with AMD progression (p <0.001). Moreover, SLCCT quantitative cutoffs <20.50 µm and <10.5 µm were associated with a moderate and high probability of AMD progression, respectively, and SLCCT quantitative cutoffs <18.50 µm and <8.50 µm implied a moderate and high probability of macular neovascularization (MNV) onset, respectively.

CONCLUSIONS: Progressive choroidal impairment contributes to AMD progression. Among choroidal layers, a reduced SLCCT is a promising biomarker of disease worsening and its quantitative evaluation could help to identify patients at higher risk of stage advancement.

PMID:35594570 | DOI:10.1097/IAE.0000000000003530

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Nevin Manimala Statistics

Trans-inclusive Sexual Health Questionnaire to Improve HIV/STI Care for Transgender Patients: Anatomic-site Specific STI Prevalence & Screening Rates

Clin Infect Dis. 2022 May 20:ciac370. doi: 10.1093/cid/ciac370. Online ahead of print.

ABSTRACT

BACKGROUND: In 2018, the municipal Sexual Health Clinic in Seattle implemented trans-inclusive questions about sexual behavior, anatomy, gender-affirming surgeries, and STI symptoms in the clinic’s computer-assisted self-interview (CASI) to improve care for transgender and non-binary (TNB) patients.

METHODS: We calculated test positivity and the proportion of TNB patient visits that received testing for HIV, syphilis, pharyngeal, rectal and urogenital gonorrhea (GC) and chlamydia (CT) before (5/2016-12/2018) and after (12/2018-2/2020) implementation of new CASI questions. We then calculated the proportion of asymptomatic patients who received anatomic-site specific screening based on reported exposures.

RESULTS: There were 434 TNB patients with 489 and 337 clinic visits during the two periods, respectively. Non-binary patients assigned male at birth (AMAB) had the highest prevalence of GC (10% pharyngeal, 14% rectal, 12% urogenital). Transgender women, transgender men, and non-binary people AMAB had a high prevalence of rectal CT (10%, 9%, and 13%, respectively) and syphilis (9%, 5%, and 8%). Asymptomatic transgender women, transgender men and non-binary patients AMAB who reported exposures were more likely to receive extragenital GC/CT screening compared to non-binary patients assigned female at birth. After implementing trans-inclusive medical history questions, there was a 33% increase in the number of annual TNB patient visits, but no statistically significant increase HIV/STI testing among TNB patients.

CONCLUSIONS: TNB people at our clinic had a high prevalence of extragenital STIs and syphilis. Implementation of trans-inclusive medical history questions at a clinic that serves cisgender and transgender patients was feasible and important for improving the quality of affirming and inclusive sexual healthcare.

PMID:35594554 | DOI:10.1093/cid/ciac370

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Cognitive empathy across the lifespan

Dev Med Child Neurol. 2022 May 20. doi: 10.1111/dmcn.15263. Online ahead of print.

ABSTRACT

AIM: To describe the development of cognitive empathy across the lifespan from a very large cohort using a standardized measure of cognitive empathy ability.

METHOD: Participants (n=4545, age bands <5y to >75y, 60% female) were a convenience sample recruited voluntarily from visitors to the Glasgow Science Centre in the UK, who completed the Reading the Mind in the Eyes Test.

RESULTS: When compared to preceding age groups, we found significant developmental gains in empathy ability in children aged 6 to 7 years (p=0.048, d=0.45) and again at 10 to 12 years (p=0.042, d=0.23), followed by a slight reduction in ability during adolescence (p=0.087, d=-0.18), and functional maturity in those aged 19 to 25 years (p=0.001, d=0.76). Cognitive empathy abilities remained relatively stable across adulthood but gradually declined in people over 65 years, with notable decline in males over 75 years (p=0.001, d=-0.98). Females performed better than males at all ages.

INTERPRETATION: Understanding developmental issues in cognitive empathy could influence approaches to moral and social education for children, and health and social care support for older people. Standardized cognitive empathy tests could also provide novel approaches in the early detection of developmental vulnerabilities in a range of neurological conditions, and within neuropsychiatric and neurodegenerative disorders in which cognitive empathy is known to be impaired.

PMID:35594529 | DOI:10.1111/dmcn.15263

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Nevin Manimala Statistics

Oncology Training Needs Assessment Among Health Care Professionals in Nigeria

JCO Glob Oncol. 2022 May;8:e2200017. doi: 10.1200/GO.22.00017.

ABSTRACT

PURPOSE: This study investigated the status of training and preparedness for oncology practice and research and degree of interprofessional collaboration among health care professionals in the six geopolitical regions of Nigeria.

METHODS: A convergent parallel mixed methods design was used. Three hundred seventeen respondents completed a three-part, online questionnaire. Self-rated competencies in oncology research (26 items), oncology practice (16 items), and interprofessional collaboration (nine items) were assessed with a one- to five-point Likert scale. Six key informant and 24 in-depth interviews were conducted. Descriptive statistics, analysis of variance, and pairwise t-test were used to analyze the quantitative data, whereas thematic analysis was used for the qualitative data.

RESULTS: Respondents were mostly female (65.6%) with a mean age of 40.5 ± 8.3 years. Respondents include 178 nurses (56.2%), 93 medical doctors (29.3%), and 46 pharmacists (14.5%). Self-assessed competencies in oncology practice differed significantly across the three groups of health care professionals (F = 4.789, P = .009). However, there was no significant difference across professions for competency in oncology research (F = 1.256, P = .286) and interprofessional collaboration (F = 1.120, P = .327). The majority of respondents (267, 82.4%) felt that educational opportunities in oncology-associated research in the country are inadequate and that this has implications for practice. Key training gaps reported include poor preparedness in data analysis and bioinformatics (138, 43.5%), writing clinical trials (119, 37.5%), and writing grant/research proposals (105, 33.1%). Challenges contributing to gaps in cancer research include few trained oncology specialists, low funding for research, and inadequate interprofessional collaboration.

CONCLUSION: This study highlights gaps in oncology training and practice and an urgent need for interventions to enhance interprofessional training to improve quality of cancer care in Nigeria. These would accelerate progress toward strengthening the health care system and reducing global disparities in cancer outcomes.

PMID:35594507 | DOI:10.1200/GO.22.00017

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Building Capacity for Cancer Research in the Era of COVID-19: Implementation and Results From an International Virtual Clinical Research Training Program in Zambia

JCO Glob Oncol. 2022 May;8:e2100372. doi: 10.1200/GO.21.00372.

ABSTRACT

PURPOSE: The incidence of cancer in sub-Saharan Africa is increasing rapidly, yet cancer research in the region continues to lag. One contributing factor is limited exposure to clinical research among trainees. We describe implementation and results of a virtual clinical research training program for Zambian clinical oncology fellows developed jointly by the Cancer Diseases Hospital in Zambia and the MD Anderson Cancer Center to address this need.

METHODS: The clinical research training program consisted of 14 weekly virtual lectures, development of research questions by Zambian clinical oncology fellows, assignment of faculty and peer mentors, longitudinal mentorship of research protocols, and anonymous precourse and postcourse surveys. The paired t-test was used to analyze the change in academic self-efficacy scores.

RESULTS: Fourteen Zambian clinical oncology fellows participated. Senior fellows were paired with research mentors, leading to the development of eight research protocols. A total of 70 meetings and 126 hours of mentorship occurred with a median of seven meetings and 15 hours per pairing. The precourse and postcourse survey response rates were 86% and 79%, respectively. There were statistically significant increases in nine of 12 academic self-efficacy domains. The largest gains were in ability to independently perform research (P < .001) and research mentorship (P = .02) with an average increase of 1.5 points on a five-point scale in both domains.

CONCLUSION: The Cancer Diseases Hospital MD Anderson Cancer Center clinical research training program for Zambian clinical oncology fellows led to increases in multiple academic self-efficacy domains among participants, formation of longitudinal mentorship groups with both faculty and peer mentors, and development of Zambian-led research protocols, demonstrating the feasibility of implementing a virtual model. This may be especially relevant because of shifting international collaboration paradigms after the COVID-19 pandemic.

PMID:35594499 | DOI:10.1200/GO.21.00372

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Advanced molecular approaches in male infertility diagnosis

Biol Reprod. 2022 May 19:ioac105. doi: 10.1093/biolre/ioac105. Online ahead of print.

ABSTRACT

In the recent years a special attention has been given to a major health concern namely to male infertility, defined as the inability to conceive after 12 months of regular unprotected sexual intercourse, taken into account the statistics that highlight that sperm counts have dropped by 50-60% in recent decades. According to the WHO, infertility affects approximately 9% of couples globally, and the male factor is believed to be present in roughly 50% of cases, with exclusive responsibility in 30%. The aim of this manuscript is to present an evidence-based approach for diagnosing male infertility that includes finding new solutions for diagnosis and critical outcomes, retrieving up-to-date studies and existing guidelines. The diverse factors that induce male infertility generated in a vast amount of data that needed to be analysed by a clinician before a decision could be made for each individual. Modern medicine faces numerous obstacles as a result of the massive amount of data generated by the molecular biology discipline. To address complex clinical problems, vast data must be collected, analysed, and used, which can be very challenging. The use of artificial intelligence (AI) methods to create a decision support system can help predict the diagnosis and guide treatment for infertile men, based on analysis of different data as environmental and lifestyle, clinical (sperm count, morphology, hormone testing, karyotype, etc.) and “omics” bigdata. Ultimately, the development of AI algorithms will assist clinicians in formulating diagnosis, making treatment decisions, and predicting outcomes for assisted reproduction techniques.

PMID:35594455 | DOI:10.1093/biolre/ioac105

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Alterations in white matter microstructural properties after lingual strength exercise in patients with dysphagia

Neuroreport. 2022 Jun 8;33(9):392-398. doi: 10.1097/WNR.0000000000001796. Epub 2022 May 11.

ABSTRACT

OBJECTIVES: Central nervous system effects of lingual strengthening exercise to treat dysphagia remain largely unknown. This pilot study measured changes in microstructural white matter to capture alterations in neural signal processing following lingual strengthening exercise.

METHODS: Diffusion-weighted images were acquired from seven participants with dysphagia of varying etiologies, before and after lingual strengthening exercise (20 reps, 3×/day, 3 days/week, 8 weeks), using a 10-min diffusion sequence (9 b0, 56 directions with b1000) on GE750 3T scanner. Tract-Based Spatial Statistics evaluated voxel-based group differences for fractional anisotropy, mean diffusivity, axial diffusivity, radial diffusivity and local diffusion homogeneity (LDH). Paired t-tests evaluated treatment differences on each metric (P < 0.05).

RESULTS: After lingual strengthening exercise, lingual pressure generation increased (avg increase = 46.1 hPa; nonsignificant P = 0.52) with these changes in imaging metrics: (1) decrease in fractional anisotropy, forceps minor; (2) increase in mean diffusivity, right inferior fronto-occipital fasciculus (IFOF); (3) decrease in mean diffusivity, left uncinate fasciculus; (4) decrease in axial diffusivity, both left IFOF and left uncinate fasciculus; (5) increase in LDH, right anterior thalamic radiation and (6) decrease in LDH, temporal portion of right superior longitudinal fasciculus. There was a positive correlation between diffusion tensor imaging metrics and change in lingual pressure generation in left IFOF and the temporal portion of right superior longitudinal fasciculus.

CONCLUSIONS: These findings suggest that lingual strengthening exercise can induce changes in white matter structural and functional properties in a small group of patients with dysphagia of heterogeneous etiologies. These procedures should be repeated with a larger group of patients to improve interpretation of overall lingual strengthening exercise effects on cortical structure and function.

PMID:35594433 | DOI:10.1097/WNR.0000000000001796