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Nevin Manimala Statistics

Improving patient well-being in the United States through care coordination interventions informed by social determinants of health

Health Soc Care Community. 2022 Mar 17. doi: 10.1111/hsc.13776. Online ahead of print.

ABSTRACT

Health and well-being are promoted when primary care teams partner with patients and provide care coordination to mitigate risks and promote optimal health. Identification of patients for care coordination is typically based on claim-driven risk assessments. Evidence shows that social determinants of health (SDOH) drive risk for adverse health outcomes but are omitted from existing risk tools. Missed opportunities for care coordination contribute to increased healthcare costs, poorer health outcomes and reduced patient well-being. To address the gap of risk-informed care coordination that includes SDOH, the aim of this project was to implement process improvement of a system’s care coordination program through refined patient selection and customised engagement in intensive care coordination. A non-randomised care coordination quality improvement project was conducted at a community health centre in 2020. Inclusion criteria (i.e. presence of risk attribution score, SDOH questionnaire completed) resulted in 540 patients being offered care coordination services; Patients having at least one month of care coordination were included in the analysis (N = 216). Analysis included the 216 patients that chose participation and the 324 patients that maintained usual care. Descriptive statistics were generated to distinguish patient demographics, frequency of care coordination contact, and specific SDOH insecurities for both the study and comparison groups. Paired t-tests were incorporated to evaluate statistical significance of the intervention group. Impact on well-being, SDOH barriers, appointment adherence and health outcomes were assessed in both conditions. Intervention condition patients reported improvement in well-being [feeling anxious (t = 4.051; p < 0.000)] and reduced SDOH barriers [food access (t = 4.662; p < 0.000); housing (t = 2.203; p = 0.008)] that were significantly different from the usual care condition in the expected directions. Care coordination based on factors including SDOH risks shows promise in improving patient well-being. Future research should refine this approach for comprehensive risk assessment to intervene and support patient health and well-being.

PMID:35301764 | DOI:10.1111/hsc.13776

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Nevin Manimala Statistics

The impact of transformational leadership on nurse faculty satisfaction and burnout during the COVID-19 pandemic: A moderated mediated analysis

J Adv Nurs. 2022 Mar 17. doi: 10.1111/jan.15198. Online ahead of print.

ABSTRACT

AIMS: To examine the effects of nursing deans/directors’ transformational leadership behaviours on academic workplace culture, faculty burnout and job satisfaction.

BACKGROUND: Transformational leadership is an imperative antecedent to organizational change, and employee well-being and performance. However, little has been espoused regarding the theoretical and empirical mechanisms by which transformational leaders improve the academic workplace culture and faculty retention.

DESIGN: A cross-sectional survey design was implemented.

METHODS: Nursing faculty employed in Canadian academic settings were invited to complete an anonymous online survey in May-July 2021. A total of 645 useable surveys were included in the analyses. Descriptive statistics and reliability estimates were performed. The moderated mediation model was tested using structural equation modelling in the Analysis of Moment software v24.0. Bootstrap method was used to estimate total, direct and indirect effects.

RESULT: The proposed study model was supported. Transformational leadership had both a strong direct effect on workplace culture and job satisfaction and an inverse direct effect on faculty burnout. While workplace culture mediated the effect of leadership on job satisfaction and burnout, the moderation effect of COVID-19 was not captured in the baseline model.

CONCLUSION: The findings provide an in-depth understanding of the factors that affect nursing faculty wellness, and evidence that supportive workplace culture can serve as an adaptive mechanism through which transformational leaders can improve retention. A transformational dean/director can proactively shape the nature of the academic work environment to mitigate the risks of burnout and improve satisfaction and ultimately faculty retention even during an unforeseen event, such as a pandemic.

IMPLICATION: Given the range of uncertainties associated with COVID-19, administrators should consider practicing transformational leadership behaviours as it is most likely to be effective, especially in times of uncertainty and chaos. In doing so, academic leaders can work towards equitable policies, plans and decisions and rebuild resources to address the immediate and long-term psychological and overall health impacts of COVID-19.

PMID:35301738 | DOI:10.1111/jan.15198

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Nevin Manimala Statistics

Effect of mild or moderate hepatic impairment on the pharmacokinetics of risdiplam

Br J Clin Pharmacol. 2022 Mar 17. doi: 10.1111/bcp.15319. Online ahead of print.

ABSTRACT

AIM: This Phase I, multicentre, open-label, non-randomised, parallel-group, two-part study aimed to evaluate the effect of mild to moderate hepatic impairment on the pharmacokinetics (PK), safety and tolerability of a single oral dose of risdiplam.

METHODS: Adult subjects (aged 18-70 years) with mild (Child-Pugh Class A; Part 1) or moderate (Child-Pugh Class B; Part 2) hepatic impairment were matched with subjects with normal hepatic function on sex, age, body mass index and smoking status. Each subject received a single oral dose of 5 mg risdiplam. Plasma concentrations of risdiplam and its metabolite M1 were measured, and PK parameters were compared. Adverse events, laboratory abnormalities, vital signs and electrocardiogram measurements were assessed.

RESULTS: After a single dose (5 mg) risdiplam, the risdiplam PK parameters area under the plasma concentration-time curve from time zero to infinity and maximum observed plasma concentration were approximately 20% and 5% lower, respectively, in subjects with mild hepatic impairment and approximately 8% and 20% higher, respectively, in subjects with moderate hepatic impairment compared with subjects with normal hepatic function. These differences were not statistically significant; all 90% confidence intervals for geometric least squares-means ratios spanned unity. No new risdiplam-related safety findings were observed in subjects with mild or moderate hepatic impairment.

CONCLUSION: Mild or moderate hepatic impairment did not have a clinically relevant impact on the PK of risdiplam. Therefore, no dose adjustment is required in patients with mild or moderate hepatic impairment when receiving risdiplam.

PMID:35301746 | DOI:10.1111/bcp.15319

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Nevin Manimala Statistics

Exposure to Recurring Community Violence Scale: A validity and reliability study in Turkey

J Community Psychol. 2022 Mar 18. doi: 10.1002/jcop.22841. Online ahead of print.

ABSTRACT

Recent years have witnessed a substantial increase in the interest in violence occurring at home or school, as well as in neighborhoods. Yet, there is no standardized instrument to measure community violence in Turkey. Thus, the present study aimed to adapt the Exposure to Recurring Community Violence Scale into Turkish and explore its psychometric properties. The sample consisted of 210 participants (57% were females) between 18 and 64 years (Mage = 38.33, SD = 10.67). For criterion-related validity, we evaluated the participants’ scores on the Brief Symptom Inventory (BSI), the Traumatic Life Events Form, the Relationship Quality Scale, and a Demographic Information Form. We performed all statistical analyses using the FACTOR and SPSS v.20 programs. Exploratory factor analysis revealed a 2-factor structure for the scale (victimization and witnessing), explaining 52% of the total variance. As expected, the witnessing and victimization scores were correlated with the subscales of the BSI, the number of traumatic life events, and the subscales of The Relationship Quality Scale. For reliability concerns, we calculated Cronbach’s α coefficients to be 0.79 for the victimization and 0.90 for the witnessing. Besides, the findings revealed acceptable psychometric properties for the Turkish version of the Exposure to Recurring Community Violence Scale. Thereby, we concluded that the scale can be used as a reliable and valid measure in the Turkish context. Overall, the scale will likely allow further research to scrutinize the risk factors and consequences of community violence.

PMID:35301721 | DOI:10.1002/jcop.22841

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Nevin Manimala Statistics

Checkpoint CD47 expression in classical Hodgkin lymphoma

Br J Haematol. 2022 Mar 17. doi: 10.1111/bjh.18137. Online ahead of print.

ABSTRACT

The glycoprotein CD47 regulates antiphagocytic activity via signal regulatory protein alpha (SIRPa). This study investigated CD47 expression on Hodgkin and Reed-Sternberg (HRS) cells in the classical Hodgkin lymphoma (cHL) tumour microenvironment and its correlation with prognosis, programmed-death (PD) immune markers, and SIRPa+ leukocytes. We conducted immunohistochemistry with CD47 and SIRPa antibodies on diagnostic biopsies (tissue microarrays) from cHL patients from two cohorts (n = 178). In cohort I (n = 136) patients with high expression of CD47 on HRS cells (n = 48) had a significantly inferior event-free survival [hazard ratio (HR) = 5.57; 95% confidence interval (CI), 2.78-11.20; p < 0.001] and overall survival (OS) (HR = 8.54; 95% CI, 3.19-22.90; p < 0.001) compared with patients with low expression (n = 88). The survival results remained statistically significant in multivariable Cox regression adjusted for known prognostic factors. In cohort II (n = 42) high HRS cell CD47 expression also carried shorter event-free survival (EFS) (HR = 5.96; 95% CI, 1.20-29.59; p = 0.029) and OS (HR = 5.61; 95% CI, 0.58-54.15; p = 0.136), although it did not retain statistical significance in the multivariable analysis. Further, high CD47 expression did not correlate with SIRPa+ leukocytes or PD-1, PD-L1 and PD-L2 expression. This study provides a deeper understanding of the role of CD47 in cHL during an era of emerging CD47 therapies.

PMID:35301709 | DOI:10.1111/bjh.18137

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Nevin Manimala Statistics

Convolutional Neural Network-aided Tuber Segmentation in Tuberous Sclerosis Complex Patients Correlates with EEG

Epilepsia. 2022 Mar 17. doi: 10.1111/epi.17227. Online ahead of print.

ABSTRACT

OBJECTIVE: One of the clinical hallmarks of tuberous sclerosis complex is radiologically-identified cortical tubers present in most patients. Intractable epilepsy may require surgery, often involving invasive diagnostic procedures such as intracranial EEG. Identifying the location of the dominant tuber responsible for generating epileptic activities, is a critical issue. However, the link between cortical tubers and epileptogenesis is poorly understood. Given this, we hypothesized that tuber voxel intensity may be an indicator of the dominant epileptogenic tuber. Also, via tuber segmentation based on deep learning, we explore whether an automatic quantification of the tuber burden is feasible.

METHODS: We annotated tubers from structural MRIs across 29 TSC subjects, summarized tuber statistics in eight brain lobes, and determined suspected epileptogenic lobes from the same group using EEG monitoring data. Then logistic regression analyses are performed to demonstrate the linkage between the statistics of cortical tuber and the epileptogenic zones. Furthermore, we test the ability of a neural network to identify and quantify tuber burden.

RESULTS: Logistic regression analyses show that the volume and count of tubers per lobe, not the mean or variance of tuber voxel intensity, are positively correlated with electrophysiological data. In 47.6% of subjects, the lobe with the largest tuber volume concurred with the epileptic brain activity. A neural network model on the test dataset shows a sensitivity of 0.83 for localizing individual tubers. The predicted masks from the model highly correlated with the neurologist labels, thus may be a useful tool for determining tuber burden and searching for epileptogenic zone.

SIGNIFICANCE: we prove the feasibility of an automatic segmentation of tubers and a derivation of tuber burden across brain lobes. Our method may provide crucial insights in the treatment and outcome of TSC patients.

PMID:35301716 | DOI:10.1111/epi.17227

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Nevin Manimala Statistics

Nomogram for predicting the 12-year risk of ADL disability among older adults

Aging Clin Exp Res. 2022 Mar 17. doi: 10.1007/s40520-022-02105-z. Online ahead of print.

ABSTRACT

OBJECTIVES: Previous studies have identified plenty of risk factors for activities of daily living (ADL). However, there are no reliable and widely available prediction models for ADL disability up to now. This study aimed to develop and validate a nomogram for predicting the 12-year risk of ADL disability in older adults.

METHODS: Data from 4,809 participants in the English Longitudinal Study of Ageing (ELSA) and 18,620 participants in the Survey of Health, Ageing and Retirement in Europe (SHARE) were used as training set and validation set, respectively. We used the least absolute shrinkage and selection operator (LASSO) and Cox regression to screen the predictors and develop the nomogram. The P value, concordance index (C-index), integrated area under the ROC (receiver operating characteristic) curve (AUC) and calibration curves were used to validate the nomogram.

RESULTS: During 12 years, 30.0% (n = 1,441) participants developed ADL disability in the training set, while the corresponding percentages were 18.5% in the validation set (n = 3,445). After screening, 13 variables were contained in the final prediction model. In ADL nomogram, the C-index and AUC were 0.744 ± 0.013 and 0.793 in internal valid ation, respectively, while in external validation, the C-index and AUC were 0.755 ± 0.009 and 0.796.

CONCLUSIONS: This study developed and validated a nomogram that predicts functional disability. The application of the predictive model could have important implications for patient prognosis and health care.

PMID:35301701 | DOI:10.1007/s40520-022-02105-z

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Nevin Manimala Statistics

Application of Shear Wave Elastography and Contrast-Enhanced Ultrasound in Transrectal Prostate Biopsy

Curr Med Sci. 2022 Mar 17. doi: 10.1007/s11596-022-2484-1. Online ahead of print.

ABSTRACT

OBJECTIVE: To explore the clinical value of ultrasound shear wave elastography (SWE) and contrast-enhanced ultrasound (CEUS) in transrectal prostate biopsy.

METHODS: A total of 54 patients (average age: 67.79±12.01 years) in the experimental group underwent transrectal prostate biopsy under the guidance of SWE, while 46 patients (average age: 69.22±11.54 years) in the control group underwent transrectal prostate biopsy guided by CEUS.

RESULTS: There were a total of 451 needles, with an average of 8.35±1.67 needles per patient in the experimental group, and a total of 462 needles, with an average of 10.04±1.33 needles per patient in the control group. The difference in puncture times between the two groups was statistically significant (P<0.05). There was no significant difference in the positive detection rate, sensitivity or specificity between the two groups (P>0.05), but there was a significant difference in the diagnostic accuracy between the two groups (P<0.05). The Emean and Emax of prostate cancer were significantly higher in the experimental group than in benign prostatic hyperplasia (P<0.05). The receiver operating characteristic curve (ROC) analysis showed that the area under the ROC curve (AUC) of Emean was 0.752 (S.E. =0.072, 95% CI=0.611-0.894, P=0.007), and the best cutoff value was 47.005 kPa.

CONCLUSION: In summary, both SWE- and CEUS-guided transrectal prostate biopsy can help find the focus and guide the puncture, and improve the positive detection rate.

PMID:35301673 | DOI:10.1007/s11596-022-2484-1

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Nevin Manimala Statistics

A new approach to sepsis treatment by rasagiline: a molecular, biochemical and histopathological study

Mol Biol Rep. 2022 Mar 17. doi: 10.1007/s11033-022-07235-1. Online ahead of print.

ABSTRACT

AIM: We aimed to investigate the effects of rasagiline on acute lung injury that develops in the sepsis model induced with the cecal ligation and puncture in rats.

MAIN METHODS: The rats were separated into the following six groups, Group 1: Sham, Group 2: Sham + Rasagiline 4 mg/kg, Group 3: Sepsis, Group 4: Sepsis + Rasagiline 1 mg/kg, Group 5: Sepsis + Rasagiline 2 mg/kg, Group 6: Sepsis + Rasagiline 4 mg/kg. A total of four holes were opened with a 16-gauge needle through the cecum distal to the point of ligation.

KEY FINDINGS: Rasagiline treatment increased glutathione level and superoxide dismutase activity while decreased the malondialdehyde level after the sepsis. There was a statistically significant improvement in the doses of 2 mg/kg and 4 mg/kg. Rasagiline also increased Tnf-α, IL1β, IL6, NF-κβand HMGB1 gene expressions in dose-dependent at 2 mg/kg and 4 mg/kg doses. In increased doses, rasagiline prevent the development of edema, the formation of inflammation, and hemorrhage.

SIGNIFICANCE: Rasagiline exerts both antioxidant and anti-inflammatory effects on the cecal ligation and puncture induced acute lung injury in rats.

PMID:35301652 | DOI:10.1007/s11033-022-07235-1

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Nevin Manimala Statistics

Bayesian nonparametric dynamic hazard rates in evolutionary life tables

Lifetime Data Anal. 2022 Mar 17. doi: 10.1007/s10985-022-09551-x. Online ahead of print.

ABSTRACT

In the study of life tables the random variable of interest is usually assumed discrete since mortality rates are studied for integer ages. In dynamic life tables a time domain is included to account for the evolution effect of the hazard rates in time. In this article we follow a survival analysis approach and use a nonparametric description of the hazard rates. We construct a discrete time stochastic processes that reflects dependence across age as well as in time. This process is used as a bayesian nonparametric prior distribution for the hazard rates for the study of evolutionary life tables. Prior properties of the process are studied and posterior distributions are derived. We present a simulation study, with the inclusion of right censored observations, as well as a real data analysis to show the performance of our model.

PMID:35301665 | DOI:10.1007/s10985-022-09551-x