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Nevin Manimala Statistics

Increasing Pediatric Morning Report Educational Value Through Quality Improvement

Pediatrics. 2022 Jun 22:e2021053103. doi: 10.1542/peds.2021-053103. Online ahead of print.

ABSTRACT

BACKGROUND: Morning report (MR) is a common case-based conference in graduate medical education. Recent studies highlight participant dissatisfaction with the educational value of MR, but data are lacking on means for improvement. We aimed to increase MR quality and participant satisfaction at our academic pediatric residency program.

METHODS: Improvement science was used to develop and implement a new standardized pediatric MR process (intervention), with 5 core educational elements and structured resident-faculty mentorship. Educational elements were measured via feedback forms and tracked using a run chart. Residents and faculty were surveyed regarding MR quality and satisfaction at baseline and 6 months postintervention; responses were analyzed using mixed effects logistic regression.

RESULTS: The median of educational elements increased from 3 to 5 (5 maximum) during the 6-month study period and 12-months poststudy. Baseline and postintervention survey response rates were 90% (18 of 20) for residents and 66% (51 of 77) for faculty. Residents reporting high quality MR changed from 50% to 72% (P = .20), and faculty from 29% to 85% (P <.001). Satisfaction with MR content increased for both residents (50%-89%, P = .03) and faculty (25%-67%, P <.001). Resident satisfaction with faculty mentorship before MR increased from 28% to 78% (P = .01); satisfaction with faculty feedback after MR increased from 11% to 56% (P = .02).

CONCLUSIONS: Improvement science can be used to develop a new pediatric graduate medical education process. Requiring core educational elements and providing structured mentorship were associated with improvements in pediatric MR quality and participant satisfaction.

PMID:35730343 | DOI:10.1542/peds.2021-053103

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Nevin Manimala Statistics

Correlation between C-reactive protein/albumin ratio and prognosis in patients with lung adenocarcinoma

J Int Med Res. 2022 Jun;50(6):3000605221105372. doi: 10.1177/03000605221105372.

ABSTRACT

OBJECTIVE: This study was performed to examine the relationship between the C-reactive protein/albumin ratio (CAR) and the prognosis of patients with lung adenocarcinoma and thus provide a reference for evaluating the prognosis of lung adenocarcinoma.

METHODS: The clinical data of 130 patients with lung adenocarcinoma were retrospectively collected and analyzed. The patients’ overall survival (OS) time was calculated, and the factors affecting OS were statistically analyzed.

RESULTS: The CAR was correlated with sex, clinical stage, brain metastasis, S100 calcium-binding protein B (S100B), interleukin 17, myelin basic protein, squamous cell carcinoma antigen (SCC-Ag), and the lymphocyte count. The median OS was significantly shorter in the high- than low-CAR group (18 vs. 64 months, respectively). The CAR, clinical stage, brain metastasis, S100B, interleukin 17, SCC-Ag, C-reactive protein, albumin, and neutrophil count affected the OS of patients with lung adenocarcinoma. The CAR and clinical stage were independent risk factors for a poor prognosis in patients with lung adenocarcinoma.

CONCLUSIONS: The CAR and clinical stage are independent risk factors for OS in patients with lung adenocarcinoma.

PMID:35730330 | DOI:10.1177/03000605221105372

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Nevin Manimala Statistics

Parameter optimization of shared electric vehicle dispatching model using discrete Harris hawks optimization

Math Biosci Eng. 2022 May 18;19(7):7284-7313. doi: 10.3934/mbe.2022344.

ABSTRACT

The vehicle routing problem (VRP) problem is a classic NP-hard problem. Usually, the traditional optimization method cannot effectively solve the VRP problem. Metaheuristic optimization algorithms have been successfully applied to solve many complex engineering optimization problems. This paper proposes a discrete Harris Hawks optimization (DHHO) algorithm to solve the shared electric vehicle scheduling (SEVS) problem considering the charging schedule. The SEVS model is a variant of the VPR problem, and the influence of the transfer function on the model is analyzed. The experimental test data are based on three randomly generated examples of different scales. The experimental results verify the effectiveness of the proposed DHHO algorithm. Furthermore, the statistical analysis results show that other transfer functions have apparent differences in the robustness and solution accuracy of the algorithm.

PMID:35730307 | DOI:10.3934/mbe.2022344

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Nevin Manimala Statistics

Aneurysms of the fetal arterial duct are usually benign

Cardiol Young. 2022 Jun 22:1-6. doi: 10.1017/S1047951122001925. Online ahead of print.

ABSTRACT

INTRODUCTION: Fetal arterial duct aneurysm, saccular, or fusiform enlargement of the arterial duct affect > 8% of pregnancies. It is uncommonly associated with serious sequelae postnatally, including thromboembolic events such as stroke and left pulmonary artery obstruction, rupture with demise, and vocal cord compression. Risk factors include maternal diabetes, late maternal age, maternal blood type A, large size for gestational age, and connective tissue disorders. The clinical importance remains unknown, making it difficult to determine how to monitor this finding postnatally.

METHODS: This is a retrospective echocardiogram study assessing the outcomes of fetally diagnosed arterial duct aneurysm. Images and records were reviewed to confirm the diagnosis and assess risk factors and outcomes. Descriptive statistics were performed.

RESULTS: Fifty-three affected fetuses were identified. The median gestational age at diagnosis was 34.9 weeks (IQR 32.6, 36.6). The median maternal age was 31 years (IQR 27.3-34.1). Eight (15%) had maternal diabetes. The most common blood type was type O. The median maximal dimension of the aneurysm was 7.6 mm (IQR 6.1, 8.7). The aortic end was the maximal dimension in 67.9%. Median postnatal follow-up period was 76 days (IQR 7.5, 368). No patients sustained postnatal demise related to the duct, rupture of the ductal aneurysm, cerebral infarction, or other sequelae. No newborn had associated connective tissue disorders. No patients underwent ductal intervention.

CONCLUSION: In our experience, no adverse outcomes related to the ductal aneurysm were identified. This should be considered when counselling families about the need for postnatal follow-up.

PMID:35730324 | DOI:10.1017/S1047951122001925

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Nevin Manimala Statistics

Analytical results for positivity of discrete fractional operators with approximation of the domain of solutions

Math Biosci Eng. 2022 May 18;19(7):7272-7283. doi: 10.3934/mbe.2022343.

ABSTRACT

We study the monotonicity method to analyse nabla positivity for discrete fractional operators of Riemann-Liouville type based on exponential kernels, where $ left({}_{{c_0}}^{C{F_R}}nabla^{theta} mathtt{F}right)(t) > -epsilon, Lambda(theta-1), bigl(nabla mathtt{F}bigr)(c_{0}+1) $ such that $ bigl(nabla mathtt{F}bigr)(c_{0}+1)geq 0 $ and $ epsilon > 0 $. Next, the positivity of the fully discrete fractional operator is analyzed, and the region of the solution is presented. Further, we consider numerical simulations to validate our theory. Finally, the region of the solution and the cardinality of the region are discussed via standard plots and heat map plots. The figures confirm the region of solutions for specific values of $ epsilon $ and $ theta $.

PMID:35730306 | DOI:10.3934/mbe.2022343

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Nevin Manimala Statistics

Association of cerebral infarction with vertebral arterial fenestration using non-Newtonian hemodynamic evaluation

Math Biosci Eng. 2022 May 12;19(7):7076-7090. doi: 10.3934/mbe.2022334.

ABSTRACT

PURPOSE: Cerebral artery fenestration is a rare vascular anomaly, but its existence has been increasingly documented. The association of cerebral infarction and fenestration is of great clinical interest, and the exact underlying mechanism remains unclear. This study aims to identify risk factors contributing to cerebral infarction by computational hemodynamics analysis.

METHODS: Eight patients with image findings of fenestration structure were recruited in this research, in which four suffered fenestration-related cerebral infarction (A series) while the other four (B series) were set as control matched by the fenestration size. Three-dimensional models were reconstructed from the MRA images and computational simulations with non-Newtonian flow model were performed to get interested hemodynamic characteristics.

RESULTS: The blood flow pattern was relatively separated along two channels of fenestration in series A compared with series B cases in Group 1-2, however, no significant difference was shown in Group 3-4. Quantitatively, planes were cut in the middle of fenestrations and the ratio of mass flow rate and area was calculated at systolic peak. Results showed that the side of the dominant blood supply was opposite between A and B series, and the dominant side was also opposite between small and large fenestrations. In infarction cases, the basilar top was distributed with larger areas of detrimental hemodynamic indicators and a larger concentrated high viscosity region.

CONCLUSION: The flow division condition throughout the fenestration structure has a key impact on further flow redistribution and flow pattern. The blood viscosity has the potential to be a useful tool in identifying the risk factors for cerebral infarction and more emphasis should be placed on the hemodynamic environment at superior cerebellar arteries.

PMID:35730297 | DOI:10.3934/mbe.2022334

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Nevin Manimala Statistics

The effect of synbiotic supplementation on atherogenic indices, hs-CRP, and malondialdehyde, as major CVD-related parameters, in women with gestational diabetes mellitus: a secondary data-analysis of a randomized double-blind, placebo-controlled study

Diabetol Metab Syndr. 2022 Jun 21;14(1):87. doi: 10.1186/s13098-022-00858-1.

ABSTRACT

BACKGROUND: Women with GDM have a higher risk of future cardiovascular diseases (CVD). Meanwhile, synbiotics have been demonstrated to have favorable impacts on atherogenic indices, and inflammatory and oxidative stress indicators, all of which are known to be CVD-predictive factors. The aim of this randomized controlled trial was to evaluate the effects of synbiotic supplementation on the atherogenic indices of plasma, high-sensitivity C-reactive protein (hs-CRP), and plasma malondialdehyde (MDA) in women with GDM.

METHODS: Eligible pregnant women with GDM were randomized into two groups to receive a daily synbiotic capsule [500 mg of L.acidophilus(5 × 1010 CFU/g), L.plantarum(1.5 × 1010 CFU/g), L.fermentum(7 × 109 CFU/g), L.Gasseri(2 × 1010 CFU/g) and 38.5 mg of fructo-oligo-saccharides], or placebo, for 6 weeks. The ratios of TC/HDL-C, LDL/HDL-C, and logTG/HDL-C were calculated as the atherogenic indices. Serum hs-CRP and MDA concentrations were quantified before and after the intervention. Cohen’s d(d) was used to calculate the magnitude of the effect.

RESULTS: Ninety participants completed the study. There was no significant difference in dietary antioxidant and mineral intakes between the two groups. Compared with placebo, synbiotic supplementation resulted in a significant decrease in logTG/HDL-C ratio with a medium-low effect size (mean difference = -0.11; 95% CI -0.21, 0; P values for the placebo and the intervention groups were 0.02, and 0.042, respectively; P between groups = 0.003; d = 0.25). No significant changes were observed in other parameters.

CONCLUSIONS: Overall, 6 weeks of synbiotic supplementation in women with GDM resulted in a significant improvement in logTG/HDL-C, suggesting that synbiotics may have a beneficial role in reducing the risk of future CVDs associated with GDM. Nevertheless, more studies are needed to confirm the veracity of these results. Trial Registration IRCT201511183140N16 (December 29th, 2015).

PMID:35729675 | DOI:10.1186/s13098-022-00858-1

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Nevin Manimala Statistics

High serum uric acid trajectories are associated with risk of myocardial infarction and all-cause mortality in general Chinese population

Arthritis Res Ther. 2022 Jun 21;24(1):149. doi: 10.1186/s13075-022-02812-y.

ABSTRACT

BACKGROUND: Long-term patterns of serum uric acid (SUA) and their association with the risk of myocardial infarction (MI) and mortality are poorly characterized as prior studies measured SUA at a single time point. This study aimed to identify SUA trajectories and determine their associations with incident MI and all-cause mortality.

METHODS: We included 85,503 participants who were free of MI in or prior 2012 from the Kailuan study. SUA trajectories during 2006-2012 were identified by group-based trajectory modeling. Cox proportional hazard models were used to assess the association of SUA trajectories with MI and all-cause mortality.

RESULTS: We identified three SUA trajectories during 2006-2012: low-stable (n=44,124, mean SUA: 236-249 μmol/L), moderate-stable (n=34,431, mean SUA: 324-354 μmol/L) and high-stable (n=6,984, mean SUA: 425-463 μmol/L). During a median follow-up of 6.8 years, we documented 817 (0.96%) incident MI and 6498 (7.60%) mortality. Compared with the low-stable group, high-stable group experienced a higher risk of MI (hazard ratio [HR], 1.35; 95% confidence [CI], 1.07-1.71) and all-cause mortality (HR, 1.22; 95% CI, 1.12-1.33). Multiple sensitivity analyses yielded similar results. Additionally, the association of SUA trajectory with MI and all-cause mortality was more pronounced in individuals without a history of hypertension (P-interaction=0.0359) and those aged <60 years (P-interaction<0.0001), respectively.

CONCLUSIONS: Higher SUA trajectories were associated with altered risk of MI and all-cause mortality, suggesting that monitoring SUA trajectory may assist in identifying subpopulations at higher risk of MI and all-cause mortality.

PMID:35729670 | DOI:10.1186/s13075-022-02812-y

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Nevin Manimala Statistics

Compartmental structures used in modeling COVID-19: a scoping review

Infect Dis Poverty. 2022 Jun 21;11(1):72. doi: 10.1186/s40249-022-01001-y.

ABSTRACT

BACKGROUND: The coronavirus disease 2019 (COVID-19) epidemic, considered as the worst global public health event in nearly a century, has severely affected more than 200 countries and regions around the world. To effectively prevent and control the epidemic, researchers have widely employed dynamic models to predict and simulate the epidemic’s development, understand the spread rule, evaluate the effects of intervention measures, inform vaccination strategies, and assist in the formulation of prevention and control measures. In this review, we aimed to sort out the compartmental structures used in COVID-19 dynamic models and provide reference for the dynamic modeling for COVID-19 and other infectious diseases in the future.

MAIN TEXT: A scoping review on the compartmental structures used in modeling COVID-19 was conducted. In this scoping review, 241 research articles published before May 14, 2021 were analyzed to better understand the model types and compartmental structures used in modeling COVID-19. Three types of dynamics models were analyzed: compartment models expanded based on susceptible-exposed-infected-recovered (SEIR) model, meta-population models, and agent-based models. The expanded compartments based on SEIR model are mainly according to the COVID-19 transmission characteristics, public health interventions, and age structure. The meta-population models and the agent-based models, as a trade-off for more complex model structures, basic susceptible-exposed-infected-recovered or simply expanded compartmental structures were generally adopted.

CONCLUSION: There has been a great deal of models to understand the spread of COVID-19, and to help prevention and control strategies. Researchers build compartments according to actual situation, research objectives and complexity of models used. As the COVID-19 epidemic remains uncertain and poses a major challenge to humans, researchers still need dynamic models as the main tool to predict dynamics, evaluate intervention effects, and provide scientific evidence for the development of prevention and control strategies. The compartmental structures reviewed in this study provide guidance for future modeling for COVID-19, and also offer recommendations for the dynamic modeling of other infectious diseases.

PMID:35729655 | DOI:10.1186/s40249-022-01001-y

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Nevin Manimala Statistics

Tideglusib promotes wound healing in aged skin by activating PI3K/Akt pathway

Stem Cell Res Ther. 2022 Jun 21;13(1):269. doi: 10.1186/s13287-022-02949-2.

ABSTRACT

BACKGROUND: Aging disturbs the skin morphology and function, manifested as thinned epithelium and impaired wound healing. As a major type of skin cells, epidermal stem cells (EpiSCs) are inevitably affected by aging. The effect of age on EpiSCs and wound healing needs to be further explored.

METHODS: Skin RNA-seq data of young (5 months) and old (30 months) CB6F1 mice were obtained from GEO Series GSE35322 with 10 in each age group. Differentially expressed genes were analyzed, and EpiSCs-related pathways were enriched by KEGG. The age-related changes of the screened PI3K/Akt pathway were validated by Western Blot and immunofluorescence of epidermis of SD rats (2, 17, and 23 months, n = 6). The expression of upstream protein EGFR was assessed by immunofluorescence in skin of mice (4, 13, and 23 months, n = 6) and human (respectively, 23, 28, 30 years old in the young group and 69, 73, 78 years old in the old group) skin. Inhibitors of EGFR were used to verify its effects on EpiSCs and wound healing. The small molecule drug Tideglusib was tested for its effects on signaling pathways of EpiSCs and wound healing of aged rats. Western Blot was used for the detection of signaling pathways in in vitro experiments. Cell migration assays were used to assess cell migration ability. Flow cytometry was used to detect changes in cell cycle and apoptosis levels. Sulforhodamine B assay and CCK-8 assay were used to evaluate cell proliferation and viability, respectively. Student’s t test and one-way analysis of variance (ANOVA) followed by the multiple comparisons Bonferroni test were used for statistical analysis. The 0.05 level of confidence was accepted as a significant difference.

RESULTS: EpiSCs-related PI3K/Akt pathway was enriched by KEGG and verified by decreased phosphorylation of Akt (32.1 ± 13.8%, P < 0.01) and mTOR (38.9 ± 11.8%, P < 0.01) in aged epidermis of rats. Furthermore, the expression of PI3K/Akt-upstream EGFR decreased with age in the epidermis of mouse (27.6 ± 5.5%, P < 0.01) and human (25.8 ± 9.3%, P < 0.01). With EGFR blocked by Erlotinib, EpiSCs showed reduced phosphorylation of Akt (30.4 ± 10.6%, P < 0.01) and mTOR (39.8 ± 12.8%, P < 0.01), impaired proliferation and migration after incubated for 24 h and 36 h (P < 0.05), and higher levels of apoptosis (11.9 ± 1.7%, P < 0.05), and rats showed slower wound healing from d7 to d14 after wounding (P < 0.01). In addition to slower wound healing rates, aged rats also showed a decrease in the efficacy of EGF, partly due to the downregulated EGFR expression. By activating PI3K/Akt pathway, Tideglusib promoted the proliferation and migration of EpiSCs with apoptosis inhibited (P < 0.01) and accelerated wound healing in aged rats from d7 to d14 after wounding (P < 0.05). Notably, the combined use of Tideglusib and EGF could further enhance wound healing in aged rats.

CONCLUSIONS: The decreased expression of EGFR in epidermis with age resulted in decreased activity of the PI3K/Akt pathway and limited EGF efficacy. Tideglusib could assist wound healing in aged rats via activating PI3K/Akt pathway, which may be considered as an ingredient for medical and cosmetics use.

PMID:35729652 | DOI:10.1186/s13287-022-02949-2