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Nevin Manimala Statistics

Prevalence of nutritional risk and malnutrition during and after hospitalization for COVID-19 infection: Preliminary results of a single-centre experience

Clin Nutr ESPEN. 2021 Oct;45:351-355. doi: 10.1016/j.clnesp.2021.07.020. Epub 2021 Aug 2.

ABSTRACT

BACKGROUND & AIMS: The effect of the COVID-19 infection on nutritional status is not well established. Worldwide epidemiological studies have begun to investigate the incidence of malnutrition during hospitalization for COVID-19. The prevalence of malnutrition during follow-up after COVID-19 infection has not been investigated yet. The primary objective of the present study was to estimate the prevalence of the risk of malnutrition in hospitalized adult patients with COVID-19, re-evaluating their nutritional status during follow-up after discharge. The secondary objective was to identify factors that may contribute to the onset of malnutrition during hospitalization and after discharge.

METHODS: We enrolled 142 COVID-19 patients admitted to Careggi University Hospital. Nutritional parameters were measured at three different timepoints for each patient: upon admission to hospital, at discharge from hospital and 3 months after discharge during follow-up. The prevalence of both the nutritional risk and malnutrition was assessed. During the follow-up, the presence of nutritional impact symptoms (NIS) was also investigated. An analysis of the association between demographic and clinical features and nutritional status was conducted.

RESULTS: The mean unintended weight loss during hospitalization was 7.6% (p < 0.001). A positive correlation between age and weight loss during hospitalization was observed (r = 0.146, p = 0.08). Moreover, for elderly patients (>61 years old), a statistically significant correlation between age and weight loss was found (r = 0.288 p = 0.05). Patients admitted to an Intensive Care Unit (ICU) or Intermediate Care Unit (IMCU) had a greater unintended weight loss than patients who stayed in a standard care ward (5.46% vs 1.19%; p < 0.001). At discharge 12 patients were malnourished (8.4%) according to the ESPEN definition. On average, patients gained 4.36 kg (p < 0.001) three months after discharge. Overall, we observed a weight reduction of 2.2% (p < 0.001) from the habitual weight measured upon admission. Patients admitted to an ICU/IMCU showed a higher MUST score three months after discharge (Cramer’s V 0.218, p = 0.035). With regard to the NIS score, only 7 patients (4.9%) reported one or more nutritional problems during follow-up.

CONCLUSIONS: The identification of groups of patients at a higher nutritional risk could be useful with a view to adopting measures to prevent worsening of nutritional status during hospitalization. Admission to an ICU/IMCU, age and length of the hospital stay seem to have a major impact on nutritional status. Nutritional follow-up should be guaranteed for patients who lose more than 10% of their habitual weight during their stay in hospital, especially after admission to an ICU/IMCU.

PMID:34620339 | DOI:10.1016/j.clnesp.2021.07.020

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Nevin Manimala Statistics

Can calf circumference be a viable option for nutritional assessment in the PICU?

Clin Nutr ESPEN. 2021 Oct;45:356-362. doi: 10.1016/j.clnesp.2021.07.019. Epub 2021 Aug 3.

ABSTRACT

BACKGROUND: Children admitted to paediatric intensive care units (PICUs) often need specialised nutritional intervention. Nutritional assessments provide specific data to support such interventions. Body composition measures, such as mid-upper arm circumference (MUAC), can complement nutritional assessment. However, MUAC has limitations. Calf circumference (CC) is an easy and common measure of muscle loss in the elderly; however, there are still very few studies on CC in children.

AIMS: To evaluate the viability of using CC for nutritional monitoring of children under intensive care, compared with MUAC and weight.

METHODS: Patients aged 2-10 years admitted to the PICU between December 2018 and August 2019 were included in the study. Two MUAC, CC, and weight measurements were performed: one in the first 24 h after PICU admission and another after 7 days. As there are no reference values for CC in children, this measure was used solely to observe the patient’s individual progress. The nutritional status, both according to body mass index and MUAC, was used to characterise samples. Percentage changes in these measures were compared using the Wilcoxon signed-rank test for comparison between medians and Spearman’s correlation test. Information from medical records regarding hospitalisation was also collected and analysed.

RESULTS: Thirty patients were included in the study. During hospitalisation week 1, CC decreased significantly (p = 0.001), whereas MUAC (p = 0.427) and weight (p = 0.315) did not change significantly. Percentage changes in CC and MUAC were statistically different (p = 0.0449), with a positive correlation between the changes in both measures (p = 0.0333; r = 0.3896); conversely, although the percentage changes in CC and weight significantly differed (p = 0.0066), no correlation was found between them (p = 0.9382; r = 0.0148). The percentage changes in MUAC and weight were not different (p = 0.1880) or correlated (p = 0.1691; r = 0.2577). No statistically significant relationship was found between percentage changes in CC and clinical outcomes (length of stay, fasting time, and mechanical ventilation time).

CONCLUSIONS: CC appears to be a viable measure for use in PICUs. Although positively correlated with MUAC, a measure proven useful in critically ill children, CC decreased significantly in the first week of intensive care, whereas MUAC remained unchanged, indicating that CC may show signs of depletion earlier than MUAC in these patients. Our study reinforces the importance of alternative measures for anthropometric assessment of critically ill children.

PMID:34620340 | DOI:10.1016/j.clnesp.2021.07.019

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Nevin Manimala Statistics

Robust approach for variable selection with high dimensional longitudinal data analysis

Stat Med. 2021 Oct 7. doi: 10.1002/sim.9213. Online ahead of print.

ABSTRACT

This article proposes a new robust smooth-threshold estimating equation to select important variables and automatically estimate parameters for high dimensional longitudinal data. A novel working correlation matrix is proposed to capture correlations within the same subject. The proposed procedure works well when the number of covariates pn increases as the number of subjects n increases. The proposed estimates are competitive with the estimates obtained with the true correlation structure, especially when the data are contaminated. Moreover, the proposed method is robust against outliers in the response variables and/or covariates. Furthermore, the oracle properties for robust smooth-threshold estimating equations under “large n, diverging pn ” are established under some regularity conditions. Extensive simulation studies and a yeast cell cycle data are used to evaluate the performance of the proposed method, and results show that the proposed method is competitive with existing robust variable selection procedures.

PMID:34619808 | DOI:10.1002/sim.9213

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Nevin Manimala Statistics

Validity and Reliability of the Turkish Version of Generalized Anxiety Disorder Scale-Revised

Psychiatry Investig. 2021 Oct 8. doi: 10.30773/pi.2021.0174. Online ahead of print.

ABSTRACT

OBJECTIVE: This study aims to assess the psychometric values of the Generalized Anxiety Disorder Scale-Revised (GADS-R) which measures the intensity and duration of worry, various coping and avoidance strategies to cope with worrying, and positive and negative metacognitive beliefs about worrying.

METHODS: 114 patients with generalized anxiety disorder and 198 healthy controls were included in the study. These patients were diagnosed according to DSM-IV TR, and the primary diagnosis of the patients was generalized anxiety disorder which was confirmed via SCID I and II, subsequently. Sociodemographic form, GADS-R total and subscale scores, and Meta-Cognitions Questionnaire-30 (MCQ-30), Beck Depression Inventory (BDI), Beck Anxiety Inventory (BAI), Generalized Anxiety Disorder-7 Scale (GAD-7), and Penn State Worry Questionnaire (PSWQ) were used to assess validity, reliability and cut-off point.

RESULTS: GADS-R total and subscale scores and MCQ-30, BDI, BAI, GAD-7, and PSWQ were found to be statistically higher in the patients with GAD compared to a healthy control group. GADS-R has five factors and showed relatively acceptable sensitivity and specificity for detecting anxiety disorders at a cut-off point of 1188.

CONCLUSION: The GADS-R is a valid and reliable scale that can be used in the Turkish population as an assessment tool.

PMID:34619820 | DOI:10.30773/pi.2021.0174

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Nevin Manimala Statistics

Typhoid fever in travellers: estimating the risk of acquisition by country

J Travel Med. 2021 Oct 8:taab150. doi: 10.1093/jtm/taab150. Online ahead of print.

ABSTRACT

BACKGROUND: Typhoid fever is a notifiable disease within Australia. Although studies in endemic regions give an indication of acquisition risk, many countries lack reliable data, and little is known of the absolute or relative risk in Australian travellers. By combining notified case data with travel statistics provided by the Australian Bureau of Statistics, the aim of this study was to give an indication of risk for typhoid acquisition among Australian travellers.

METHODS: Australian typhoid notifications between 1st January 2010 and 30th June 2017 were grouped by country of acquisition and age category (<15 or ≥15 years). Australian travel data were used to inform time at risk and incidence rate of Australian typhoid notifications pertaining to country and region of acquisition. Infections, though notifiable, were excluded as the focus was vaccine preventable illness. Data from New South Wales and Victoria were used to examine the incidence in those acquiring infection in their country of birth (COB) against travellers who did not.

RESULTS: Nine hundred twenty-three cases of typhoid were notified over the period of review, 96% of which were acquired overseas. The greatest determinant of risk was travel destination, with countries in south Asia associated with highest crude incidence rate (252 per 100 000 person-years), particularly Bangladesh. Younger age and immigrants returning to their COB were generally associated with higher risk of acquisition.

CONCLUSIONS: The risk of typhoid fever in Australian travellers to endemic regions is considerable. Immigrants returning to their COB appear to be at higher risk and it is likely that this risk extends to their traveling dependents. These findings help clinicians and public health officials to plan and advise pre-travel vaccination strategies with at-risk individuals and groups. Additional sociodemographic data collection with Australian typhoid notifications would enhance the surveillance of differing international travel risk groups leaving Australia.

PMID:34619766 | DOI:10.1093/jtm/taab150

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Nevin Manimala Statistics

Cervical cytology in the detection of uterine clear cell carcinoma: diagnostic predictors from a case-control study

Cytopathology. 2021 Oct 7. doi: 10.1111/cyt.13066. Online ahead of print.

ABSTRACT

INTRODUCTION: Uterine clear cell adenocarcinoma (CCC) is a rare, aggressive malignancy with a poor prognosis. The present study was conducted to study and describe the characteristic morphologic features of uterine clear cell carcinoma (CCC) in cervical cytology.

METHODS: This was a 3-year retrospective case-control study. Cervical samples of women with histopathologically proven endometrial and cervical clear cell carcinoma were included as cases. Controls included cervical samples from histopathologically proven endometrial serous carcinoma(n=15), endometrioid adenocarcinoma(n=20) and endocervical adenocarcinoma(n=15). Twenty-eight cytomorphologic features were evaluated; the strength of association was determined by Odds ratio (OR), and Cramer’s V. Diagnostic accuracy of statistically significant features was also determined.

RESULTS: A total of 72 CCCs of the female genital tract, including 25(34.7%) endometrial CCC and 13(18.0%) cervical CCC, were reported on histopathology during the study period. Corresponding cervical samples were available for a total of 14(36.8%) patients, of which 13(92.8%) were found to be positive for epithelial cell abnormality. On univariate analysis, 3/28 cytomorphologic variables were found to be significant predictors of uterine CCC, viz. presence of dense cytoplasm(OR=88;V=0.72), deep nuclear membrane irregularities(OR=17.5;V=0.55) and coarse chromatin(OR=21.3;V=0.46). The presence of dense cytoplasm was noted to have the highest positive predictive value(92%) and high specificity(97.8%). In contrast, coarse chromatin was noted to have the highest sensitivity(92.3%) and negative predictive value(96.7%).

CONCLUSIONS: The presence of dense cytoplasm and deep nuclear membrane irregularities in the tumor cells were found to be strong predictors and coarse chromatin, a moderate predictor of uterine CCC compared to its close cytologic mimics.

PMID:34619807 | DOI:10.1111/cyt.13066

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Nevin Manimala Statistics

Clinical and hemodynamic outcomes and mortality risk factors in patients undergoing pulmonary thromboendarterectomy

Arch Cardiol Mex. 2021 Oct 7. doi: 10.24875/ACM.21000108. Online ahead of print.

ABSTRACT

BACKGROUND: Pulmonary thromboendarterectomy is the current treatment of choice in patients with chronic thromboembolic pulmonary hypertension. The objective of the present study was to analyze the clinical and hemodynamic outcomes and the risk factors for mortality in a cardiovascular center in Colombia.

METHODS: Cohort study, conducted between 2001 and 2019. All operated patients were included in the study. Risk factors associated with mortality were established by means of a multivariate regression using the COX method and survival was established using the Kaplan-Meier method. p < 0.05 was considered statistically significant.

RESULTS: Seventy-three patients were operated. Median age was 51 years, 55% of females, 79% had functional Class III and IV. The mean pulmonary arterial pressure was 50 mmHg and 640 dyn.s.cm-5 for pulmonary vascular resistance (PVR). After the intervention, there was a decrease in mean pulmonary artery pressure (p ≤ 0.001) and in PVR (p = 0.357); 21% had evidence of residual pulmonary hypertension. Only 8% and 6% continued with functional Class III and IV at 6 and 12 months, respectively. There were 15 deaths (19.1%; 12% at 30 days). The factors associated with mortality were the diastolic diameter of the right ventricle measured postoperatively (hazard ratio [HR] 10.88 95% confidence interval [CI] 1.97-62, p = 0.007), time of invasive mechanical ventilation (HR 1.06 95% CI 1.02-1.09 p = 0.004), and the presence of complications during the surgical procedure (HR 5.62 95% CI 1.94-16.22 p = 0.001).

CONCLUSIONS: Pulmonary thromboendarterectomy is associated with excellent clinical and hemodynamic outcomes. The mortality risk factors found are not those usually described in the literature.

PMID:34619746 | DOI:10.24875/ACM.21000108

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Nevin Manimala Statistics

BlockPolish: accurate polishing of long-read assembly via block divide-and-conquer

Brief Bioinform. 2021 Oct 8:bbab405. doi: 10.1093/bib/bbab405. Online ahead of print.

ABSTRACT

Long-read sequencing technology enables significant progress in de novo genome assembly. However, the high error rate and the wide error distribution of raw reads result in a large number of errors in the assembly. Polishing is a procedure to fix errors in the draft assembly and improve the reliability of genomic analysis. However, existing methods treat all the regions of the assembly equally while there are fundamental differences between the error distributions of these regions. How to achieve very high accuracy in genome assembly is still a challenging problem. Motivated by the uneven errors in different regions of the assembly, we propose a novel polishing workflow named BlockPolish. In this method, we divide contigs into blocks with low complexity and high complexity according to statistics of aligned nucleotide bases. Multiple sequence alignment is applied to realign raw reads in complex blocks and optimize the alignment result. Due to the different distributions of error rates in trivial and complex blocks, two multitask bidirectional Long short-term memory (LSTM) networks are proposed to predict the consensus sequences. In the whole-genome assemblies of NA12878 assembled by Wtdbg2 and Flye using Nanopore data, BlockPolish has a higher polishing accuracy than other state-of-the-arts including Racon, Medaka and MarginPolish & HELEN. In all assemblies, errors are predominantly indels and BlockPolish has a good performance in correcting them. In addition to the Nanopore assemblies, we further demonstrate that BlockPolish can also reduce the errors in the PacBio assemblies. The source code of BlockPolish is freely available on Github (https://github.com/huangnengCSU/BlockPolish).

PMID:34619757 | DOI:10.1093/bib/bbab405

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Nevin Manimala Statistics

Homicide During Pregnancy and the Postpartum Period in the United States, 2018-2019

Obstet Gynecol. 2021 Oct 7. doi: 10.1097/AOG.0000000000004567. Online ahead of print.

ABSTRACT

OBJECTIVE: To estimate the national pregnancy-associated homicide mortality ratio, characterize pregnancy-associated homicide victims, and compare the risk of homicide in the perinatal period (pregnancy and up to 1 year postpartum) with risk among nonpregnant, nonpostpartum females aged 10-44 years.

METHODS: Data from the National Center for Health Statistics 2018 and 2019 mortality files were used to identify all female decedents aged 10-44 in the United States. These data were used to estimate 2-year pregnancy-associated homicide mortality ratios (deaths/100,000 live births) for comparison with homicide mortality among nonpregnant, nonpostpartum females (deaths/100,000 population) and to mortality ratios for direct maternal causes of death. We compared characteristics and estimated homicide mortality rate ratios and 95% CIs between pregnant or postpartum and nonpregnant, nonpostpartum victims for the total population and with stratification by race and ethnicity and age.

RESULTS: There were 3.62 homicides per 100,000 live births among females who were pregnant or within 1 year postpartum, 16% higher than homicide prevalence among nonpregnant and nonpostpartum females of reproductive age (3.12 deaths/100,000 population, P<.05). Homicide during pregnancy or within 42 days of the end of pregnancy exceeded all the leading causes of maternal mortality by more than twofold. Pregnancy was associated with a significantly elevated homicide risk in the Black population and among girls and younger women (age 10-24 years) across racial and ethnic subgroups.

CONCLUSION: Homicide is a leading cause of death during pregnancy and the postpartum period in the United States. Pregnancy and the postpartum period are times of elevated risk for homicide among all females of reproductive age.

PMID:34619735 | DOI:10.1097/AOG.0000000000004567

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Nevin Manimala Statistics

Postpartum Outcomes With Systematic Treatment and Management of Postpartum Hypertension

Obstet Gynecol. 2021 Oct 7. doi: 10.1097/AOG.0000000000004574. Online ahead of print.

ABSTRACT

OBJECTIVE: To test the ability of a hospital-wide, bundled quality-improvement initiative to improve postpartum maternal blood pressure control and adherence to postpartum follow-up among patients with hypertensive disorders of pregnancy.

METHODS: This quality-improvement initiative consisted of a bundle of clinical interventions including health care professional and patient education, a dedicated nurse educator, and protocols for postpartum hypertensive disorders of pregnancy care in the inpatient, outpatient and readmission setting. We implemented this initiative in patients with hypertensive disorders of pregnancy starting in January 2019 at the University of Chicago. The study period was divided into four periods, which correspond to preintervention, distinct bundle roll outs, and postintervention. Our primary outcome was postpartum hypertension visit adherence. Secondary outcomes included blood pressure values and antihypertensive medication use in the immediate postpartum and outpatient postpartum time periods. We then stratified our outcomes by race to assess whether the effect size differed.

RESULTS: A total of 926 patients who delivered between September 2018 and November 2019 were included. Postpartum hypertension visit adherence improved from preintervention period compared with the full implementation period (33.5% vs 59.4%, P<.001). Blood pressure in the first 24 hours postpartum decreased from preintervention compared with full implementation (preintervention median [interquartile range] systolic blood pressure 149 mm Hg [138, 159] vs 137 [131, 146] in postimplementation; P<.001). After implementation, fewer patients experienced a blood pressure of 140/90 mm Hg or higher at the first postpartum blood pressure check, when compared with preintervention (39.1% vs 18.5%, P=.004). The effect size did not differ by race.

CONCLUSION: A bundled quality-improvement initiative for patients with hypertensive disorders of pregnancy was associated with improved postpartum visit adherence and blood pressure control in the postpartum period.

PMID:34619718 | DOI:10.1097/AOG.0000000000004574