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Nevin Manimala Statistics

Emergency Department Condition Acuity, Length of Stay, and Revisits Among Deaf and Hard-of-Hearing Patients: A Retrospective Chart Review

Acad Emerg Med. 2022 Jul 29. doi: 10.1111/acem.14573. Online ahead of print.

ABSTRACT

OBJECTIVE: Deaf and hard-of-hearing (DHH) patients are understudied in emergency medicine health services research. Theory and limited evidence suggest that DHH patients are at higher risk of emergency department (ED) utilization and poorer quality of care. This study assessed ED condition acuity, length of stay (LOS), and acute ED revisits among DHH patients. We hypothesized that DHH patients would experience poorer ED care outcomes.

METHODS: We conducted a retrospective chart review of a single healthcare system using data from a large academic medical center in the southeast United States. Data were received from the medical center’s data office, and sampled patients and encounters between June 2011 and April 2020. We compared DHH American Sign Language (ASL) users (n = 108), DHH English-speakers (n = 358), and non-DHH English-speakers (n = 302). We used multilevel modeling to assess the differences among patient segments in outcomes related to ED use and care.

RESULTS: As hypothesized, DHH ASL-users had longer ED LOS than non-DHH English-speakers; on average, 30-minutes longer. Differences in ED condition acuity, measured through Emergency Severity Index and triage pain scale, were not statistically significant. DHH English-speakers represented a majority (61%) of acute ED revisit encounters.

CONCLUSIONS: Our study identified that DHH ASL-users have longer ED LOS than non-DHH English-speakers. Additional research is needed to further explain the association between DHH status and ED care outcomes (including ED LOS, and acute revisit), which may be used to identify intervention targets to improve health equity.

PMID:35904003 | DOI:10.1111/acem.14573

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Clinical outcomes of immunohistochemistry of the p53 Staining pattern in high-grade serous ovarian carcinoma

Obstet Gynecol Sci. 2022 Jul 29. doi: 10.5468/ogs.22102. Online ahead of print.

ABSTRACT

OBJECTIVE: To investigate the prevalence of p53 mutations and associated factors between immunohistochemistry (IHC) and p53 staining patterns among patients with high-grade serous ovarian carcinoma (HGSOC).

METHODS: This study is a retrospective review. A total of 62 patients with HGSOC underwent surgery at Srinagarind Hospital between January 2016 and December 2020. Histological examination was performed based on a combination of morphology and IHC staining with p53. The p53 immunostaining pattern was interpreted as a missense mutation, nonsense mutation, or a wild-type pattern. Missense (p53 overexpression pattern) and nonsense (null expression p53 pattern) mutations were considered p53 mutations. A wild-type pattern was defined as a p53 non-mutation.

RESULTS: p53 mutations were identified in 93.6% of the patients. Subgroup analysis of the p53 mutation group between the p53 overexpression pattern and the p53 null expression pattern in terms of clinicopathological characteristics and initial treatment was performed. Patients with the p53 overexpression pattern had significantly more omental metastases than those with the p53 null expression pattern (87.8% vs. 64.7%, P=0.042). There were no statistically significant differences in median progression-free survival (PFS) (9 vs. 10 months, P=0.813) or median overall survival (OS) (12 vs. 17 months, P=0.526) between the two groups.

CONCLUSION: The prevalence of p53 mutations in HGSOC patients in this study was 93.6%. Omental metastasis is a significant pathological factor in predicting overexpression p53 pattern in HGSC. However, IHC analysis of the p53 staining pattern did not affect OS or PFS among patients with HGSOC.

PMID:35903943 | DOI:10.5468/ogs.22102

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Severity of Hospitalized Children with Anti-NMDAR Autoimmune Encephalitis

J Child Neurol. 2022 Jul 29:8830738221075886. doi: 10.1177/08830738221075886. Online ahead of print.

ABSTRACT

Background: Information on the clinical characteristics and severity of autoimmune encephalitis with antibodies against the N-methyl-d-aspartate receptor (NMDAR) in children is attracting more and more attention in the field of pediatric research. Methods: In this retrospective cohort study, all cases (n = 67) were enrolled from a tertiary children’s hospital, from 2017 to 2020. We compared severe cases that received intensive care unit (ICU) care with nonsevere cases that did not receive ICU care and used machine learning algorithm to predict the severity of children, as well as using immunologic and viral nucleic acid tests to identify possible pathogenic triggers. Results: Mean age of children was 8.29 (standard deviation 4.09) years, and 41 (61.19%) were girls. Eleven (16.42%) were admitted to the ICU, and 56 (83.58%) were admitted to neurology ward. Ten individual parameters were statistically significant differences between severe cases and nonsevere cases (P < .05), including headache, abnormal mental behavior or cognitive impairment, seizures, concomitant tumors, sputum/blood pathogens, blood globulin, blood urea nitrogen, blood immunoglobulin G, blood immunoglobulin M, and number of polynucleated cells in cerebrospinal fluid. Random forest regression model presented that the overall prediction power of severity reached 0.806, among which the number of polynucleated cells in cerebrospinal fluid contributed the most. Potential pathogenic causes exhibited that the proportion of mycoplasma was the highest, followed by Epstein-Barr virus. Conclusion: Our findings provided evidence for early identification of autoimmune encephalitis in children, especially in severe cases.

PMID:35903932 | DOI:10.1177/08830738221075886

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Prediction Model for Severe Mycoplasma pneumoniae Pneumonia in Pediatric Patients by Admission Laboratory Indicators

J Trop Pediatr. 2022 Jun 6;68(4):fmac059. doi: 10.1093/tropej/fmac059.

ABSTRACT

OBJECTIVE: The purpose of this study was to develop a model for predicting severe Mycoplasma pneumoniae pneumonia (SMPP) in pediatric patients with Mycoplasma pneumoniae pneumonia (MPP) on admission by laboratory indicators.

METHODS: Pediatric patients with MPP from January 2019 to December 2020 in our hospital were enrolled in this study. SMPP was diagnosed according to guideline for diagnosis and treatment of community-acquired pneumonia in children (2019 version). Prediction model was developed according to the admission laboratory indicators. Receiver operating characteristic curve and Goodness-of-fit test were analyzed for the predictive value.

RESULTS: A total of 233 MPP patients were included in the study, with 121 males and 112 females, aged 4.541 (1-14) years. Among them, 84 (36.1%, 95% CI 29.9-42.6%) pediatric patients were diagnosed as SMPP. Some admission laboratory indicators (immunoglobulins M (IgM), eosinophil proportion, eosinophil count, hemoglobin, erythrocyte sedimentation rate (ESR), total protein, albumin and prealbumin) were found statistically different (p < 0.05) between non-SMPP group and SMPP group. Logistic regress analysis showed IgM, eosinophil proportion, eosinophil count, ESR and prealbumin were independent risk factors for SMPP. According to these five admission laboratory indicators, the prediction model for SMPP in pediatric patients was developed. The area under curve of the prediction model was 0.777, and the goodness-of-fit test showed that the predicted SMPP incidence by the model was consistent with the actual incidence (χ2 = 244.51, p = 0.203).

CONCLUSION: We developed a model for predicting SMPP in pediatric patients by admission laboratory indicators. This model has good discrimination and calibration, which provides a basis for the early identification SMPP on admission. However, this model should be validated by multicenter studies with large sample.

PMID:35903920 | DOI:10.1093/tropej/fmac059

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A multicentre study with real-world data of the use of palbociclib in the treatment of breast cancer: Treatment duration correlates with dose reductions

J Oncol Pharm Pract. 2022 Jul 29:10781552221117135. doi: 10.1177/10781552221117135. Online ahead of print.

ABSTRACT

OBJECTIVE: Palbociclib, a highly selective reversible CDK4-6 kinase inhibitor, is indicated in combination with an aromatase inhibitor or in combination with fulvestrant in women who had received prior endocrine treatment. Studies have demonstrated the efficacy of palbociclib in combination with fulvestrant in increasing progression-free survival in patients who relapsed or progressed on previous endocrine therapy, or in combination with aromatase inhibitor in patients who had not received previous treatments. We analysed the prescribing patterns of palbociclib in real practice correlating it with the evidence of treatment-related toxicity management and to time-to-treatment discontinuation and treatment adherence.

METHODS: For the observational, retrospective study, data were collected from five Italian hospital centres that prescribed palbociclib between April 2017 and April 2020. Each centre provided data derived from an administrative database of adult patients treated with palbociclib for the two therapeutic indications.Treatment adherence was calculated using the proportion of days covered method while time-to-treatment discontinuation was defined as the difference between the first and last date treatment was administered plus the days ideally covered by the last date treatment was given.

RESULTS: There were 375 patients enrolled during the study period, of whom 159 were treated with palbociclib and aromatase inhibitor and 216 were treated with palbociclib and fulvestrant. The time-to-treatment discontinuation was 8.9 months in the case of P + f (95% CI: 7.1-12.7) and 13.7 months in the case of P + ia (95% CI: 8.9-17.5). In both cohorts, treatments that received at least one dose reduction had a statistically higher time-to-treatment discontinuation than those without dose reduction (17.7 months vs. 9.2 and 16.6 vs. 7.4).The mean adherence in our study was 0.9 and remained high in treatments with one dose reduction (0.83) and this with two dose reductions (0.87).

CONCLUSION: Based on these findings, it appears that the management of toxicities through reducing doses, as required by the Summary of Product Characteristics, results in a better outcome in terms of therapy duration, and therefore time to failure due to progression or toxicity.

PMID:35903919 | DOI:10.1177/10781552221117135

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Cardiovascular and Venous Thromboembolic Risk With Janus Kinase Inhibitors in Immune-Mediated Inflammatory Diseases: A Systematic Review and Meta-Analysis of Randomized Trials

ACR Open Rheumatol. 2022 Jul 28. doi: 10.1002/acr2.11479. Online ahead of print.

ABSTRACT

OBJECTIVE: Janus kinase (JAK) inhibition effectively treats immune-mediated inflammatory diseases (IMIDs); however, concern over the risk of major adverse cardiac events (MACE) and venous thromboembolism (VTE) remains. We aimed to evaluate the safety (VTE and MACE outcomes) of JAK inhibitors in the treatment of IMIDs.

METHODS: A search in PubMed, Embase, and ClinicalTrials.gov databases was conducted for randomized clinical trials (RCTs) of JAK inhibitors across IMIDs. Primary outcomes were VTE and MACE with JAK inhibitors compared with placebo and active comparator arms stratified by follow-up time.

RESULTS: Sixty-six RCTs enrolled 38,574 patients with a mean age of 48.8 years and a mean follow-up of 10.5 months. JAK inhibitors had a numerically higher rate of VTE when compared with controls (odds ratio [OR] 1.65; 95% confidence interval [CI]: 0.97-2.79), driven by trials with a follow-up duration of 12 or more months (OR 2.17; 95% CI: 1.16-4.05; Pinteraction = 0.05). When compared with active comparators, JAK inhibitors increased VTE in clinical trials with 12 or more months’ versus less than 12 months’ follow-up time (OR 2.38 [95% CI: 1.24-4.57] vs 0.30 [95% CI: 0.07-1.26], respectively; Pinteraction = 0.01). No increased risk of VTE was seen when comparing JAK inhibitors with placebo arms. For the outcome of MACE, the results were largely similar but did not reach statistical significance (OR 1.19; 95% CI: 0.86-1.64).

CONCLUSION: JAK inhibitors when compared with active comparator arms increased the risk of VTE, which was dependent on duration of exposure. Future clinical trials with extended follow-up are needed to clarify the safety profiles of JAK inhibitors.

PMID:35903881 | DOI:10.1002/acr2.11479

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Process optimisation for enzymatic clarification of indigenous wild watermelon (Citrullus lanatus) juice

Food Sci Technol Int. 2022 Jul 29:10820132221117457. doi: 10.1177/10820132221117457. Online ahead of print.

ABSTRACT

A fundamental step in improving the quality and consumer acceptability of wild watermelon (Citrullus lanatus) is the process of juice clarification. The aim of this research was to investigate the physicochemical properties of crude wild watermelon (Citrullus lanatus) juice and to optimise the processing conditions, incubation time, incubation temperature and enzyme concentration for the enzymatic clarification of the crude juice. Crude wild watermelon juice samples were treated with pectinase enzyme in different concentrations (0.05 to 0.15 w/w%), at different incubation temperatures (30-50oC) and for different incubation durations (60-180 min). The effects of the different treatments on turbidity, clarity, viscosity, lightness, and brix were determined. The response models adequately predicted turbidity, clarity, and viscosity at R2 > 0.5, but not lightness considering that R2 < 0.5. The model was statistically significant in predicting turbidity (R2 = 0.86), clarity (R2 = 0.81), viscosity (R2 = 0.97) and brix (R2 = 0.94) – but not lightness (R2 = 0.24) at p < 0.05. The enzyme concentration did not significantly affect turbidity, clarity, and lightness, but it did significantly affect brix positively (p < 0.05). Response surface methodology software was used to determine optimal clarification conditions. In conclusion, the optimum conditions for crude watermelon juice clarification were 0.15 w/w% enzyme concentration, 60 min incubation time and 60 oC incubation temperature. The optimum output parameters were 14.18 NTU for turbidity, 0.04 Abs for clarity, 52.30 L* value for lightness, 1.96 cps for viscosity and 3.08% for brix.

PMID:35903911 | DOI:10.1177/10820132221117457

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Candida species detection in patients with chronic periodontitis: A systematic review and meta-analysis

Clin Exp Dent Res. 2022 Jul 28. doi: 10.1002/cre2.635. Online ahead of print.

ABSTRACT

OBJECTIVES: To assess the Candida species occurrence rate and concentration in periodontal pockets in chronic periodontitis (CP) by meta-analysis.

MATERIALS AND METHODS: A search was performed of articles published between January 1, 2010, and October 1, 2020, in English and in Russian, in the electronic databases MEDLINE-PubMed, Google Scholar, The Cochrane Library, ClinicalTrials.gov, Research Gate, eLIBRARY, and Cyberleninka (PROSPEROCRD42021234831). The odds ratio (OR), standardized mean difference (SMD), and 95% confidence interval (CI) were calculated using Review Manager 5.4.1 to compare the risk of CP when Candida spp. were detected in the gingival sulcus or periodontal pocket and to compare Candida spp. density counts in patients with CP and periodontally healthy patients.

RESULTS: Twenty-six studies were included in the systematic review and 11 were included in the meta-analysis. The results showed that Candida spp. may increase the chance of CP development by 1.76 times (OR = 1.76; 95% CI = 1.04-2.99; Z = 2.10; p = .04; I2 = 61%). More Candida spp. were found in patients with CP than in periodontally healthy patients (SMD = 1.58; 95% CI = 0.15-3.02; p = .03; I2 = 98%). No data were found relating to the statistically significant influence of Candida glabrata, Candida krusei and Candida tropicalis on CP development.

CONCLUSION: We found that Candida albicans insignificantly increased the risk of CP development but, due to the heterogeneity of the included studies, further research is necessary to determine the exact role of Candida spp. in the development and course of the inflammatory periodontal diseases.

PMID:35903878 | DOI:10.1002/cre2.635

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Correlation between quantitative parameters of CEUS and Ki-67 labeling index in soft-tissue sarcoma

Acta Radiol. 2022 Jul 28:2841851221115081. doi: 10.1177/02841851221115081. Online ahead of print.

ABSTRACT

BACKGROUND: Apart from the immunohistochemical Ki-67 labeling index (LI), clinicians need a non-invasive and convenient way to predict the prognosis of patients with soft-tissue sarcoma (STS).

PURPOSE: To investigate the correlation between quantitative parameters of contrast-enhanced ultrasound (CEUS) and Ki-67 LI in STS.

MATERIAL AND METHODS: A total of 25 patients diagnosed with STS who underwent CEUS examination using SonoVue®, between January 2019 to November 2020, were included in the study. They were then divided into a high-proliferation group and low-proliferation group according to 30% Ki-67 positive tumor cells. The quantitative parameters in the semi-automatic time intensity curve analysis software, including arrival time, time to peak, peak intensity, rise time (RT), rise slope, 50% wash-out time, and 50% wash-out intensity, were extracted from the time intensity curve of CEUS by two independent observers. Statistical evaluation of the correlation and difference between CEUS quantitative parameters and Ki-67 LI between the two groups was performed. According to the area under the curve (AUC) analysis, optimal cutoff points of parameters with significant difference were determined.

RESULTS: CEUS RT of the high-proliferation group in STS was significantly higher than that of the low-proliferation group (ρ = 0.509, P = 0.01). The most reasonable cutoff to distinguish between low- and high-proliferation groups was 10.84 s. The sensitivity, specificity, and the AUC were 86.7%, 80%, and 0.80, respectively.

CONCLUSION: CEUS RT was correlated with Ki-67 LI of STS, which can be used as a minimally invasive auxiliary tool to predict the prognosis of STS in clinical practice.

PMID:35903876 | DOI:10.1177/02841851221115081

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Mental distress and substance use among rural Black South African youth who are not in employment, education or training (NEET)

Int J Soc Psychiatry. 2022 Jul 28:207640221114252. doi: 10.1177/00207640221114252. Online ahead of print.

ABSTRACT

BACKGROUND: South Africa (SA) has one of the highest rates of youth unemployment and youth who are not in employment, education or training (NEET), even higher among Black South Africans. SA’s NEET rates are 3 times those of UK; 5.4 times of Germany; 1.3 times of Brazil; and 2.5 times of Malaysia. Given that youths between 15 and 24 years of age make up 24% of the total population, these are significant challenges for the economy and further fuel the cyclical, pervasive and enduring nature of poverty. We hypothesised that rural youth who are NEET would have a greater prevalence of mental disorders and higher rates of substance use compared to their non-NEET counterparts. The objective of the study is to determine the differences in rates of psychological distress and substance use between NEET and non-NEET rural African 14- to 24-year-old young men.

METHODS: The study took place in a remote and rural district municipality in KwaZulu-Natal, South Africa. We divided the district’s five sub-municipalities into two clusters (large and small) and randomly selected one from each cluster for inclusion in the study. We further randomly selected wards from each sub-municipality and then rural settlements from each ward, for inclusion in the study. We recruited young men as part of a larger study to explore sociocultural factors important in gender-based violence in rural SA. We compared 15- to 19-year old and 20- to 24-year old youth NEET and non-NEET on rates of psychological distress symptoms (depression, anxiety, suicidal thoughts, hopelessness and worthlessness) and substance misuse (including alcohol, cannabis, other recreational drugs) using a Multivariate Analysis of Variance (MANOVA) statistics at p < .005 level of significance level.

RESULTS: About 23% of the 355 male participants were NEET. There were no statistically significant differences in psychological distress or substance use between youth NEET and non-NEET, controlling for age.

CONCLUSION: The study highlights difficult transitions to post-secondary education and work for Black youth in rural SA where opportunities for employment are limited. Education, training and employment appear to offer limited benefit.

PMID:35903872 | DOI:10.1177/00207640221114252