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Nevin Manimala Statistics

The association of strained ICU capacity with hospital patient racial and ethnic composition and federal relief during the COVID-19 pandemic

Health Serv Res. 2022 Jul 9. doi: 10.1111/1475-6773.14028. Online ahead of print.

ABSTRACT

OBJECTIVE: To identify the association between strained intensive care unit (ICU) capacity during the COVID-19 pandemic and hospital racial and ethnic patient composition, federal pandemic relief, and other hospital characteristics.

DATA SOURCES: We used government data on hospital capacity during the pandemic and Provider Relief Fund (PRF) allocations, Medicare claims and enrollment data, hospital cost reports, and Social Vulnerability Index data.

STUDY DESIGN: We conducted cross-sectional bivariate analyses relating strained capacity and PRF award per hospital bed with hospital patient composition and other characteristics, with and without adjustment for hospital referral region (HRR).

DATA COLLECTION: We linked PRF data to CMS Certification Numbers based on hospital name and location. We used measures of racial and ethnic composition generated from Medicare claims and enrollment data. Our sample period includes the weeks of 9/18/2020 through 11/5/2021, and we restricted our analysis to short-term, general hospitals with at least one intensive care unit (ICU) bed. We defined “ICU strain share” as the proportion of ICU days occurring while a given hospital had an ICU occupancy rate ≥90%.

PRINCIPAL FINDINGS: After adjusting for HRR, hospitals in the top tercile of Black patient shares had higher ICU strain shares than did hospitals in the bottom tercile (30% versus 22%, p<0.05) and received greater PRF amounts per bed ($118,864 versus $92,407, p<0.05). Having high versus low ICU occupancy relative to pre-pandemic capacity was associated with a modest increase in PRF amounts per bed after adjusting for HRR ($107,319 versus $96,627, p<0.05), but there were no statistically significant differences when comparing hospitals with high versus low ICU occupancy relative to contemporaneous capacity.

CONCLUSIONS: Hospitals with large Black patient shares experienced greater strain during the pandemic. Although these hospitals received more federal relief, funding was not targeted overall towards hospitals with high ICU occupancy rates.

PMID:35808952 | DOI:10.1111/1475-6773.14028

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Nevin Manimala Statistics

Presumptive Eligibility for Pregnancy Medicaid and Timely Prenatal Care Access

Health Serv Res. 2022 Jul 9. doi: 10.1111/1475-6773.14035. Online ahead of print.

ABSTRACT

OBJECTIVE: To assess the association between adoption of presumptive eligibility for pregnancy Medicaid in Kansas in 2016 and timely prenatal care access.

DATA SOURCE: 2012-2019 National Center for Health Statistics natality files.

STUDY DESIGN: We used difference-in-differences to compare outcomes before (2012-2015) and after (2017-2019) presumptive eligibility in Kansas relative to seven control group states overall and stratified by maternal education. Outcomes included first trimester prenatal care, month of first prenatal visit, and adequate prenatal care.

DATA COLLECTION/EXTRACTION METHODS: All live births among adults aged 20 or older in Kansas, Idaho, Missouri, Nebraska, Tennessee, Utah, Wisconsin, and Wyoming.

PRINCIPAL FINDINGS: Among all births, we found no evidence that presumptive eligibility in Kansas resulted in changes in prenatal care use. Among individuals with high school education or less, presumptive eligibility was associated with a 1.92 percentage-point increase (95% CI: 0.64, 4.35) in first trimester prenatal care, driven by earlier month of first prenatal care visit.

CONCLUSIONS: Presumptive eligibility in Medicaid non-expansion states may lead to small improvements in early prenatal care among individuals with lower education; but other interventions may be needed. This article is protected by copyright. All rights reserved.

PMID:35808941 | DOI:10.1111/1475-6773.14035

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Nevin Manimala Statistics

Role of IL-10 and IL-22 cytokines in patients with primary immune thrombocytopenia and their clinical significance

J Clin Lab Anal. 2022 Jul 9:e24573. doi: 10.1002/jcla.24573. Online ahead of print.

ABSTRACT

BACKGROUND: Immune thrombocytopenia purpura (ITP) is an autoimmune disease that leads to accelerated platelet clearance. The objective of this study was to examine the clinical role of cytokines in ITP patients and to correlate them with disease stages.

MATERIALS AND METHODS: A total of 110 ITP patients were enrolled, including 55 with active ITP, 55 with remission ITP, and 55 with healthy controls. The enzyme-linked immunosorbent assay technique was used to examine IL-10 and IL-22 serum levels in all subjects. Real-time quantitative PCR was used to assess the mRNA expression of IL-10 and IL-22 in PBMC. The clinical significance of both cytokines was assessed using ROC analysis.

RESULTS: IL-10 serum levels in active ITP patients were significantly lower than in control and remission ITP subjects (p < 0.05). IL-22 serum levels were elevated in active ITP patients compared to the control and remission group (p < 0.05). mRNA expressions of IL-10 and IL-22 in active ITP patients were also having a significant difference from than control and remission ITP group (p < 0.05). ROC analysis showed that IL-10 and IL-22 can differentiate the ITP patients from controls. A positive correlation between serum IL-10 and PBMC IL-10 with statistical significance was observed. Similarly, the serum IL-22 and PBMC IL-22 were correlated positively with statistical significance.

CONCLUSION: IL-10 and IL-22 seem to predict the clinical course of ITP, as a significant imbalance of these cytokines was detected in active ITP patients.

PMID:35808925 | DOI:10.1002/jcla.24573

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Nevin Manimala Statistics

Increased fetal epicardial fat thickness: A reflecting finding for GDM and perinatal outcomes

Echocardiography. 2022 Jul 9. doi: 10.1111/echo.15416. Online ahead of print.

ABSTRACT

OBJECTIVE: To study the value of fetal epicardial fat thickness (EFT) in gestational diabetes mellitus in the third trimester of pregnancy and its relationship with clinical parameters and perinatal outcomes.

METHODS: A total of 80 participants, including 40 with diagnosed GDM and 40 healthy pregnant women, were included in the study. Demographic data were obtained from medical records. Sonographic examinations were performed, such as amniotic fluid value, fetal biometric measurements, and Doppler parameters of the umbilical artery. Fetal EFT values were measured at the free wall of the right ventricle using a reference line with echocardiographic methods. Correlation tests were performed to evaluate the relationship between fetal EFT and clinical and perinatal parameters. p < .05 were interpreted as statistically significant.

RESULTS: The fetal EFT value was statistically higher in the GDM group than in the control group (p: .000). Spearman and Pearson correlation tests revealed statistically significant but weak positive correlations between fetal EFT value, 1-h 100-g OGTT, birth weight, and BMI (r: .198, p: .047; r: .395, p: .012; r: .360, p: .042, respectively). The optimal fetal EFT threshold for predicting GDM disease was found as 1.55 mm, with a specificity of 74.4% and sensitivity of 75.0%. Statistically significant differences between the two groups in umbilical artery Doppler resistance index (RI), pulsatility index (PI), and systolic/diastolic ratio (S/D) were not found (p: .337; p: .503; p: .155;). BMI and amniotic fluid volume were higher in the GDM group compared to the control group (p: .009; p < .01).

CONCLUSION: This study demonstrated that increased fetal EFT may occur as a reflection of changes in glucose metabolism in intrauterine life. Future studies with larger series, including the study of neonatal metabolic parameters, will contribute to the understanding of the importance of fetal EFT in determining the metabolic status of the fetus.

PMID:35808919 | DOI:10.1111/echo.15416

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Nevin Manimala Statistics

Biophysical and ultrasonographic changes of acute Old World cutaneous leishmaniasis skin lesions in comparison with uninvolved skin: A possible tool for non-invasive early detection and treatment outcome assessment

Dermatol Ther. 2022 Jul 9:e15699. doi: 10.1111/dth.15699. Online ahead of print.

ABSTRACT

BACKGROUND: Cutaneous leishmaniasis (CL) is a skin disease caused by intracellular protozoa, which is endemic in Iran. The goal of this study was to compare biophysical characteristics in CL lesions with uninvolved skin.

METHODS: Stratum corneum hydration, transepidermal water loss, surface friction, pH, sebum, melanin, erythema, temperature, elasticity parameters (R0, R2, and R5), thickness and echo-density of epidermis and dermis were measured on the active erythematous indurated part of a typical CL lesion in 20 patients, and compared with the same location on the other side of the body as control. Paired t- test was used for statistical analyses and a P<0.05 was considered significant.

RESULTS: Melanin content, R2 and echo-density of dermis were significantly lower, whereas transepidermal water loss, friction index, pH, erythema index, temperature and the thickness of dermis were significantly higher in CL lesions. There was no significant difference in stratum corneum hydration, sebum, R0, R5, thickness of epidermis and density of epidermis between CL and normal skin.

CONCLUSIONS: CL lesions are characterized by certain changes in biophysical and ultrasonographic properties, which are mostly correlated with histological features. These changes are likely to be useful in the non-invasive early detection of CL and also as treatment outcome measures for clinical trials of new treatment modalities for CL in the future. This article is protected by copyright. All rights reserved.

PMID:35808917 | DOI:10.1111/dth.15699

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Nevin Manimala Statistics

Diagnosis of Marginal Infiltration in Soft Tissue Sarcoma by Radiomics Approach Using T2-Weighted Dixon Sequence

J Magn Reson Imaging. 2022 Jul 9. doi: 10.1002/jmri.28331. Online ahead of print.

ABSTRACT

BACKGROUND: Determination of preoperative soft tissue sarcoma (STS) margin is crucial for patient prognosis.

PURPOSE: To evaluate diagnostic performance of radiomics model using T2-weighted Dixon sequence for infiltration degree of STS margin.

STUDY TYPE: Retrospective.

POPULATION: Seventy-two STS patients consisted of training (n = 58) and test (n = 14) sets.

FIELD STRENGTH/SEQUENCE: A 3.0 T; T2-weighted Dixon images.

ASSESSMENT: Pathologic result of marginal infiltration in STS (circumscribed margin; n = 27, group 1, focally infiltrative margin; n = 31, group 2-A, diffusely infiltrative margin; n = 14, group 2-B) was the reference standard. Radiomic volume and shape (VS) and other (T2) features were extracted from entire tumor volume and margin, respectively. Twelve radiomics models were generated using four combinations of classifier algorithms (R, SR, LR, LSR) and three different inputs (VS, T2, VS + T2 [VST2] features) to differentiate the three groups. Three radiologists (reader 1, 2, 3) analyzed the marginal infiltration with 6-scale confidence score.

STATISTICAL TESTS: Area under the receiver operating characteristic curve (AUC) and concordance rate.

RESULTS: Averaged AUCs of R, SR, LR, LSR models were 0.438, 0.466, 0.438, 0.466 using VS features, 0.596, 0.584, 0.814, 0.815 using T2 features, and 0.581, 0.587, 0.821, 0.821 using VST2 features, respectively. The LR and LSR models constructed with T2 or VST2 features showed higher AUC and concordance rate compared to radiologists’ analysis (AUC; 0.730, 0.675, 0.706, concordance rate; 0.46, 0.43, 0.47 in reader 1, 2, 3).

DATA CONCLUSION: Radiomics model constructed with features from tumor margin on T2-weighted Dixon sequence is a promising method for differentiating infiltration degree of STS margin.

EVIDENCE LEVEL: 4 TECHNICAL EFFICACY: Stage 2.

PMID:35808915 | DOI:10.1002/jmri.28331

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Nevin Manimala Statistics

JNK pathway-associated phosphatase in acute ischemic stroke patients: Its correlation with T helper cells, clinical properties, and recurrence risk

J Clin Lab Anal. 2022 Jul 8:e24535. doi: 10.1002/jcla.24535. Online ahead of print.

ABSTRACT

OBJECTIVE: JKAP modifies T-cell immune response and inflammation, also involves in cardia-cerebrovascular disease etiology. This study intended to explore JKAP’s relation with T-helper 1 (Th1), T-helper 17 (Th17) cell levels, clinical properties, and recurrence-free survival (RFS) in acute ischemic stroke (AIS) patients.

METHODS: A total of 155 AIS patients were analyzed. Serum JKAP, interferon-gamma (IFN-γ), and interleukin-17A (IL-17A) were detected by ELISA; then blood Th1 and Th17 cells were quantified by flow cytometry. Besides, 30 healthy subjects were enrolled as controls to detect JKAP, Th1, and Th17 cells.

RESULTS: JKAP level was lower (p < 0.001), Th1 cells were not differed (p = 0.068), but Th17 cells were elevated in AIS patients versus controls (p < 0.001). Meanwhile, JKAP was negatively correlated with Th1 cells (p = 0.038), Th17 cells (P<0.001), IFN-γ (p = 0.002), and IL-17A (p < 0.001) in AIS patients. JKAP was negatively associated with the National Institutes of Health Stroke Scale (NIHSS) score (p < 0.001), but Th17 cells (p = 0.001), IFN-γ (p = 0.035), and IL-17A (p = 0.008) levels were positively associated with NIHSS score. Additionally, accumulating RFS was numerically longer in patients with JKAP Quantile (Q) 4 than patients with JKAP Q1-Q3 (p = 0.068), and numerically better in patients with JKAP Q3-Q4 than patients with JKAP Q1-Q2 (p = 0.069), but without statistical significance.

CONCLUSION: JKAP correlates with lower Th1 and Th17 cell percentages as well as milder disease severity.

PMID:35808912 | DOI:10.1002/jcla.24535

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Nevin Manimala Statistics

Cognitive Challenges Are Better in Distinguishing Binge From Nonbinge Drinkers: An Exploratory Deep-Learning Study of fMRI Data of Multiple Behavioral Tasks and Resting State

J Magn Reson Imaging. 2022 Jul 9. doi: 10.1002/jmri.28336. Online ahead of print.

ABSTRACT

BACKGROUND: Studies have identified imaging markers of binge drinking. Functional connectivity during both task challenges and resting state was shown to distinguish binge and nonbinge drinkers. However, no studies have compared the efficacy of task and resting data in the classification.

HYPOTHESIS: Task outperforms resting-state functional magnetic resonance imaging (fMRI) data in the differentiation of binge and nonbinge drinkers. We tested the hypothesis via multiple deep learning algorithms.

STUDY TYPE: Cross-sectional; retrospective.

POPULATION: A total of 149 binge (107 men) and 151 demographically matched, nonbinge (92 men) drinkers curated from the Human Connectome Project, with 80% randomly selected for model development and 20% for validation/test.

FIELD STRENGTH/SEQUENCE: A 3 T; fMRI with a blood oxygen level-dependent (BOLD) gradient-echo echo-planar sequence.

ASSESSMENT: FMRI data of resting state and seven behavioral tasks were acquired. Graph convolutional network (GCN), long short-term memory, convolutional, and recurrent neural network models were built to distinguish bingers and nonbingers using connectivity matrices of 8, 116, and 268 regions of interest (ROI). Nodal metrics including betweenness centrality, degree centrality, clustering coefficient, efficiency, local efficiency, and shortest path length were calculated from the GCN model.

STATISTICAL TESTS: Model performance was quantified by the area under the curve (AUC) in receiver operating characteristic analysis. A P value < 0.05 was considered statistically significant.

RESULTS: Task outperformed resting data in classification by approximately 8% by AUC in the test set. Across models and ROI sets, the gambling, motor, language and working memory tasks, each with AUC of 0.614, 0.612, 0.605, and 0.603, performed better than resting data (AUC = 0.548). Models with 116 ROIs (AUC = 0.602) consistently outperformed those with 8 ROIs (AUC = 0.569). Task data performed best with GCN (AUC = 0.619). Nodal metrics of left supplementary motor area and right cuneus showed significant group main effect across tasks.

CONCLUSION: Neural responses to cognitive challenges relative to resting state better characterize binge drinking. The performance of different network models may depend on behavioral tasks and the number of ROIs.

EVIDENCE LEVEL: 3 TECHNICAL EFFICACY: Stage 2.

PMID:35808911 | DOI:10.1002/jmri.28336

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Nevin Manimala Statistics

A survey study of family members’ encounters with healthcare services within the care of older people, psychiatric care, palliative care and diabetes care

Scand J Caring Sci. 2022 Jul 9. doi: 10.1111/scs.13096. Online ahead of print.

ABSTRACT

The aim of this study was to describe and compare family members’ experiences of approach in encounters with healthcare professionals and possible feelings of alienation in the professional care within four care contexts: the care of older people, psychiatric care, palliative care and diabetes care. The design was an explorative cross-sectional survey study. Data were collected in Sweden using the Family Involvement and Alienation Questionnaire-Revised (FIAQ-R). It measures family members’ experiences of the healthcare professionals’ approach and the family members’ feeling of alienation from the provision of professional care. A total of 1047 questionnaires were distributed to family members using convenient sampling method, of which 294 were included. Data were analysed using rank-based, non-parametric statistical methods. The results indicated that most respondents experienced a positive actual approach from the healthcare professionals. Many participants rated the importance of approach at a higher level than their actual experience. Participants in the context of diabetes care reported a more negative actual approach from the healthcare professionals than did participants in the other contexts and considered the healthcare professionals’ approach towards them as being less important. The results for the entire group indicated that the participants felt a low level of alienation from the professional care. Participants in the context of the care of older people reported significantly lower level of feeling of being alienated than did participants in the contexts of psychiatric care and diabetes care. The differences between participants in diabetes care and other care contexts can possibly be explained by a more fully implemented self-care approach among the patients in diabetes care than in the other care contexts. Even though the results are quite positive, it is still important that nurses consider a family-centred approach to better adapt to the needs of both the family members and the patients.

PMID:35808909 | DOI:10.1111/scs.13096

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Nevin Manimala Statistics

Long term efficacy and safety analysis of single cycle of biosimilar Rituximab in pemphigus: A retrospective study of 76 patients from India

Dermatol Ther. 2022 Jul 9:e15704. doi: 10.1111/dth.15704. Online ahead of print.

ABSTRACT

BACKGROUND: Pemphigus poses a therapeutic challenge and Rituximab is increasingly used in its treatment. Long term data regarding efficacy and safety of Rituximab in pemphigus is limited.

METHODS: This study was a retrospective analysis of 76 pemphigus patients with primary endpoint being the percentage of patients achieving complete remission (CR) on/off therapy. Secondary endpoints were time to relapse, mean cumulative dose of prednisolone after Rituximab infusion, mean duration of follow up and adverse events to Rituximab if any.

RESULTS: A total of 62 (82.7%) attained complete remission on/off treatment, out of which 42 were off therapy. Mean interval between first dose rituximab administration and complete remission off treatment was 6.9 ± 3.7 months. Complete remission off treatment was sustained for a mean duration of 21.4 ± 17.8 months before relapse. Over a mean follow-up duration of 42.7 ± 24.9 months (median 41, maximum 83 months), 22 of 62 patients (35.5%) who had achieved complete remission after the first cycle of rituximab relapsed. A mean total cumulative dose of 8716.3 ± 10533.8 mg prednisolone was prescribed over a mean duration of 18.05 ± 15.64 months after the first cycle of rituximab. Adverse events were noted in 18 out of 76 patients (23.7%) which included infusion reactions (n=3), minor infections (n=7), transitory disease flare (n=6) and mortality (n=2). No statistically significant correlation was found between remission/relapse rates and age, gender, pemphigus subtype or disease duration.

CONCLUSION: This study substantiates the long-term efficacy and safety of single cycle of Rituximab in pemphigus.

PMID:35808907 | DOI:10.1111/dth.15704