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Nevin Manimala Statistics

A Clinical Prediction Model Based on Post Large Artery Atherosclerosis Infarction Pneumonia

Neurologist. 2022 Mar 30. doi: 10.1097/NRL.0000000000000434. Online ahead of print.

ABSTRACT

BACKGROUND AND PURPOSE: Stroke-associated pneumonia (SAP) has been found as a common complication in acute ischemic stroke (AIS) patients. Large artery atherosclerosis (LAA) infarct is a major subtype of AIS. This study aimed to build a clinical prediction model for SAP of LAA type AIS patients.

METHODS: This study included 295 patients with LAA type AIS. Univariate analyses and logistic regression analyses were conducted to determine the independent predictors for the modeling purpose. Nomogram used receiver operating characteristics to assess the accuracy of the model, and the calibration plots were employed to assess the fitting degree between the model and the practical scenario. One hundred and five patients were employed for the external validation to test the stability of the model.

RESULTS: From the univariate analysis, patients’ ages, neutrophil-to-lymphocyte ratios, National Institute of Health Stroke scale (NIHSS) scores, red blood cell, sex, history of coronary artery disease, stroke location and volume-viscosity swallow test showed statistical difference in the development group for the occurrence of SAP. By incorporating the factors above into a multivariate logistic regression analysis, patients’ ages, neutrophil-to-lymphocyte ratios, NIHSS, and volume-viscosity swallow test emerged as the independent risk factors of the development of SAP. The nomogram based on the mentioned 4 variables above achieved a receiver operating characteristic of 0.951 and a validation group of 0.946.

CONCLUSIONS: The proposed nomogram is capable of predicting predict the occurrence of SAP in LAA type AIS patients, and it may identify high-risk patients in time and present information for in-depth treatment.

PMID:35353784 | DOI:10.1097/NRL.0000000000000434

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Investigation of clinical predictors of survival in idiopathic pulmonary fibrosis patients- a cohort study in Taiwan

J Chin Med Assoc. 2022 Mar 31. doi: 10.1097/JCMA.0000000000000719. Online ahead of print.

ABSTRACT

BACKGROUND: Two antifibrotic medications, pirfenidone and nintedanib, have been approved as treatments for idiopathic pulmonary fibrosis (IPF), a life-threatening interstitial lung disease. However, there is insufficient current data regarding clinical predictors of survival for IPF patients in the era of antifibrotics.

METHODS: We retrospectively analyzed the medical records of IPF patients treated between April 2017 and May 2020. Univariate and multivariate Cox hazard proportional models were used to identify independent predictors of mortality among these patients with IPF.

RESULTS: A total of 40 IPF patients (average age: 75.58 ± 8.34 years) were included in the study, 27 (67.5%) of whom were treated with antifibrotic drugs. In the entire cohort, 14 (35%) patients died, and the overall survival of the study population was 48.52 ± 5 months (median: NA [29, NA] months). The univariate and multivariate Cox hazard proportional models indicated that chest tightness, finger clubbing, acute exacerbation after medication, decreased FVC%, and decreased FEV1% were clinical factors linked to all-cause mortality among all patients, although without statistical significance at the multivariate level. Meanwhile, only finger clubbing was a significant mortality predictor among patients who received antifibrotic medications. A mortality scoring system was built upon the aforementioned risk factors, with the exclusion of FVC%, whose individual mortality score was nearly zero.

CONCLUSION: Chest tightness, finger clubbing, acute exacerbation after medication, and decreased FVC% were clinical factors associated with mortality in IPF patients, although without statistical significance. A scoring system including these factors can be used to predict all-cause mortality in IPF patients. The mere intake of antifibrotic medications was not a significant mortality predictor in this study. This might be owed to the retrospective nature of the study, where many patients started the medications after the deterioration of their pulmonary function rather than from the start.

PMID:35353790 | DOI:10.1097/JCMA.0000000000000719

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Improving self-awareness of prospective memory function after TBI using experiential feedback on a board game activity: An observational study

Neuropsychol Rehabil. 2022 Mar 30:1-24. doi: 10.1080/09602011.2022.2044863. Online ahead of print.

ABSTRACT

This study investigated whether experiential and video feedback on performance of prospective memory (PM) tasks embedded within a board game activity improved self-awareness of PM function in adults with moderate-severe traumatic brain injury. An observational pre-post study design with 26 participants from a larger trial of a 6-session PM rehabilitation programme. Sessions 3 and 4 included a board game activity with embedded time-, event-, and activity-based PM tasks. Verbal feedback was provided by therapists during the game and video feedback afterwards. Self-ratings of performance were used to divide the sample into under-estimators (n = 7), accurate estimators (n = 9) and over-estimators (n = 10) of actual PM performance. The discrepancy between self- and therapist ratings of PM performance was measured before and after the game, and following video feedback, and compared between timepoints using non-parametric statistics. Post-task self-evaluations were more accurate than pre-task self-evaluations for the under- and over-estimator groups. Under-estimators showed significant improvement in accuracy of ratings for activity-based PM. Over-estimators showed improvement for event-based PM. Further improvements after video feedback were not significant. The board game activity provided a vehicle for experiential feedback and a means of engaging both those with impaired self-awareness and heightened self-awareness of PM in cognitive rehabilitation.

PMID:35353028 | DOI:10.1080/09602011.2022.2044863

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Palliative Care Consultation and Cost of Stay in out of Hospital Cardiac Arrest

Am J Hosp Palliat Care. 2022 Mar 30:10499091221078978. doi: 10.1177/10499091221078978. Online ahead of print.

ABSTRACT

Background: Cardiac arrest is a critical condition with high clinical, economic, and emotional burden. The role of palliative medicine in the management of critical patients has grown and, in some areas, has shown reduced cost of stay. This study set out to examine the association of palliative care involvement in out of hospital post cardiac arrest patients and cost of stay. Methods: This is a single center retrospective analysis of all patients ≥18 years of age who were admitted at our institution from March 2018 to June 2019 with out of hospital cardiac arrest. Patients who immediately died in the emergency department were excluded. Patients were then classified according to whether palliative care was consulted. Total charges were obtained from the billing records and compared between those with palliative care compared to those without using Mann-Whitney U test. Results: A final sample of 98 patients that were included in the analysis. The mean age was 61.2 ± 17.3, 46% were female, and 61% were African American. Palliative care consultation was present in 27 (28%) of patients. There were no significant differences among age, gender, ethnicity, BMI, SOFA scores, and common comorbidities among those who did and did not have palliative care consultation. While there was a significantly longer ICU length of stay and mechanical ventilation days among patients with palliative care involvement P < .0001, the charges among patients with palliative care involvement were not statistically significantly different $59,245 ($3744-148,492) (median IQR) compared to those without palliative care $79,521 ($6540-157,952) P = .762. Conclusion: Length of stay increased with palliative care consultation which may relate more to the inherent clinical scenario. Cost of stay was not statistically significantly different.

PMID:35353018 | DOI:10.1177/10499091221078978

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Real-world persistence, adherence, health care resource utilization, and costs in people with type 2 diabetes switching from a first-generation basal insulin to a second-generation (insulin glargine 300 U/mL) vs an alternative first-generation basal insulin

J Manag Care Spec Pharm. 2022 Mar 30:1-12. doi: 10.18553/jmcp.2022.21436. Online ahead of print.

ABSTRACT

BACKGROUND: People with type 2 diabetes (T2D) who change their basal insulin (BI) may have variable persistence with therapy. Compared with first-generation (long-acting) BI analogs (insulin glargine 100U/mL [Gla-100]; insulin detemir [IDet]), second-generation (longer-acting) BI analogs (insulin glargine 300U/mL [Gla-300]; insulin degludec) have similar glycated hemoglobin (HbA1c) attainment and lowered hypoglycemia risk, which could impact treatment persistence. OBJECTIVE: To compare persistence, adherence, health care resource utilization (HRU), and costs for individuals switching from neutral protamine Hagedorn insulin or a first-generation BI analog with either the second-generation BI, Gla-300, or an alternative first-generation BI analog (Gla-100 or IDet). METHODS: We used Optum Clinformatics claims data from adults (aged ≥ 18 years) with T2D who had received BI (neutral protamine Hagedorn, Gla-100, IDet) in the 6-month baseline period, and switched to either Gla-300 or an alternative first-generation BI (Gla-100 or IDet; treatment switch = index date) between April 1, 2015, and August 31, 2019. Participants were followed for 12 months, until plan disenrollment, or until death, whichever occurred first. Cohorts were propensity score matched (PSM) on baseline characteristics. The primary outcome was the proportion who were persistent with therapy at 12 months. Secondary outcomes were adherence (proportion of days covered); change in HbA1c; and all-cause, diabetes-related, and hypoglycemia-related HRU and costs. RESULTS: PSM generated 3,077 participants/group (mean age: 68 years, 52% female). Cohorts were well balanced except for hospitalization, which was adjusted in models as a covariate. During the 12-month follow-up period, participants who received Gla-300 vs first-generation BI had greater persistence with (45.5% vs 42.1%; adjusted P = 0.0001), and adherence to (42.8% vs 38.2%; adjusted P = 0.0006), BI therapy and a statistically larger reduction in HbA1c at 12 months (-0.65% vs -0.45%; adjusted P = 0.0040). The proportion of participants achieving HbA1c less than 8% (47.2% vs 40.9%; P < 0.0001), but not less than 7% (21.2% vs 20.8%), was significantly higher for Gla-300 vs first-generation BI. All-cause (45.3 vs 65.9 per 100 patient-years [P100PY]) and diabetes-related (21.5 vs 29.1 P100PY), but not hypoglycemia-related, hospitalizations (1.0 vs 1.5 P100PY) were significantly (P < 0.0001) lower for Gla-300 vs first-generation BI. Similarly, all-cause (111.9 vs 148.8 P100PY), diabetes-related (54.8 vs 74.2 P100PY), and hypoglycemia-related (2.9 vs 5.7 P100PY) emergency department (ED) visits were significantly lower for Gla-300 (all P < 0.0001). Costs for all-cause hospitalizations and hypoglycemia-related ED visits were significantly lower for Gla-300 vs first-generation BI. Although pharmacy costs were significantly higher for Gla-300 vs first-generation BI, all-cause total health care costs were not significantly different: $41,255 vs $45,316 per person per year, respectively. CONCLUSIONS: In this claims-based analysis of people with T2D receiving BI, switching to Gla-300 was associated with significantly better persistence, adherence, and HbA1c reduction compared with switching to an alternative first-generation BI analog. All-cause HRU was significantly lower; despite significantly higher pharmacy costs, total health care costs were similar. DISCLOSURES: This study was funded by Sanofi US. Medical writing support was provided by Helen Jones, PhD, CMPP, of Evidence Scientific Solutions and funded by Sanofi US. Dr Wright is on the speakers’ bureau and sits on the advisory boards for Abbot Diabetes, Bayer, Boehringer Ingelheim, Eli Lilly, and Sanofi; sits on the advisory board for Medtronic; and is a consultant for Abbot Diabetes, Bayer, Boehringer Ingelheim, and Eli Lilly. Dr Malone is on advisory boards for Novartis and Avalere and consults for Pear Therapeutics, Sarepta, and Strategic Therapeutics. Dr Trujillo sits on advisory boards for Novo Nordisk and Sanofi. Drs Gill, Zhou, and Preblick and Mr Li are employees and stockholders of Sanofi. Mr Huse is an employee of Evidera and a contractor for Sanofi. Dr Reid is a speaker and consultant for Novo Nordisk and Sanofi-Aventis and is a consultant for AstraZeneca and Intarcia.

PMID:35352995 | DOI:10.18553/jmcp.2022.21436

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Transcriptomic Analysis in Human Macrophages Infected with Therapeutic Failure Clinical Isolates of Leishmania infantum

ACS Infect Dis. 2022 Mar 30. doi: 10.1021/acsinfecdis.1c00513. Online ahead of print.

ABSTRACT

Leishmaniasis is one of the neglected tropical diseases with a worldwide distribution, affecting humans and animals. In the absence of an effective vaccine, current treatment is through the use of chemotherapy; however, existing treatments have frequent appearance of drug resistance and therapeutic failure (TF). The identification of factors that contribute to TF in leishmaniasis will provide the basis for a future therapeutic strategy more efficient for the control of this disease. In this article, we have evaluated the transcriptomic changes in the host cells THP-1 after infection with clinical Leishmania infantum isolates from leishmaniasis patients with TF. Our results show that distinct L. infantum isolates differentially modulate host cell response, inducing phenotypic changes that probably may account for parasite survival and TF of patients. Analysis of differential expression genes (DEGs), with a statistical significance threshold of a fold change ≥ 2 and a false discovery rate value ≤ 0.05, revealed a different number of DEGs according to the Leishmanialine. Globally, there was a similar number of genes up- and downregulated in all the infected host THP-1 cells, with exception of Hi-L2221, which showed a higher number of downregulated DEGs. We observed a total of 58 DEGs commonly modulated in all infected host cells, including upregulated (log2FC ≥ 1) and downregulated (log2FC ≤ -1) genes. Based on the results obtained from the analysis of RNA-seq, volcano plot, and GO enrichment analysis, we identified the most significant transcripts of relevance for their possible contribution to the TF observed in patients with leishmaniasis.

PMID:35352952 | DOI:10.1021/acsinfecdis.1c00513

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Assessment of hospitalizations of patients after intoxication with organophosphates used in agriculture

Ann Agric Environ Med. 2022 Mar 21;29(1):143-148. doi: 10.26444/aaem/145769. Epub 2022 Feb 11.

ABSTRACT

INTRODUCTION: Clinical manifestation of organophosphates toxicity may be differentiate and include cholinergic toxidrome, intermediate syndrome, OP-induced delayed polyneuropathy to chronic OP-induced neuropsychiatric disorder (OPIDN). Patients symptoms, along with decrease in cholinesterase serum level, determines the possible diagnosis of organophosphate poisoning.

OBJECTIVE: The aim of the study was to present the clinical manifestation and cholinesterase level changes in intoxication with organophosphorus compounds in patients.

MATERIAL AND METHODS: A data base was created by analysis of the hospital documents of 34 patients hospitalized due to organophosphate intoxication. Statistical analysis involved frequency tables with percentage values, the application of non-parametric Chi-square test and parametric t-Student test (with homogeneity of variance Levine test). The level of static significance was set to p=0.05.

RESULTS: In fatal hospitalizations (20.6%), cholinesterase level was significantly lower (265.87 U/l) than in other patients (4254.78 U/l; p<0.05). Similarly, levels of cholinesterase were decreased in group of patients with acute respiratory failure (999.79 U/l vs 4943.86 U/l in other patients; p<0.05), patients with multi-organ dysfunction syndrome (244.13 U/l vs 4914.89 U/l in other patients; p<0.05) and those with cardiac arrest (547 U/l vs 4636.25 U/l in other patients). A statistically significant difference was also observed in cholinesterase level of patients who required mechanical ventilation (548.17 U/l vs 5219.71 U/l in other group). The study revealed that 29.4% of poisonings were suicidal.

CONCLUSIONS: The management of a patient with organophosphate poisoning remains challenging and requires continuous control. A significant step in the diagnostic process is the assessment changes in both the clinical picture and cholinesterase level.

PMID:35352918 | DOI:10.26444/aaem/145769

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Diagnostic value of chest CT scanning for determination of Covid-19 severity in individual lung lobes

Ann Agric Environ Med. 2022 Mar 21;29(1):115-119. doi: 10.26444/aaem/144842. Epub 2021 Dec 28.

ABSTRACT

INTRODUCTION AND OBJECTIVE: CT examination is an important diagnostic tool in assessment of the severity of the infection and course of the disease. The aim of the study was to evaluate the degree and frequency of involvement of individual lung lobes and the population Lobe Involvement Coefficient (pLIC) value in the investigated population.

MATERIAL AND METHODS: The analyzed material comprised 124 patients aged 18-92 years. CT examinations were performed using a 16- and 32-row CT LightSpeed apparatus. The spatial distribution of typical Covid -19 pathological changes was analyzed, divided into five lung lobes. The degree of the severity of lobe involvement was assessed using counters and percentages, as well as the population Lobe Involvement Coefficient (pLIC). Statistical analysis of data was performed with the use of Statistica 10.0 software. Values were measured on an oridinal scale. Anova Friedman’s test was used to compare lobes.

RESULTS: Statistically significant differences in the involvement between most of the individual lobes were shown. There was no statistically significant difference in the degree of lobe involvement between the left and right upper lobes, nor in the left and right lower lobes. The highest pILC was demonstrated for the lower lobe and the lowest value was obtained for the middle lobe.

CONCLUSIONS: The lower lobes were affected most frequently and most severely, with no statistical difference between the right and left sides. The middle lobe was affected relatively least frequently and lightly. The introduced pLIC index allows quantitative assessment of individual lobes involvement in relation to the entire studied population.

PMID:35352914 | DOI:10.26444/aaem/144842

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Adjustment in women treated for rheumatoid arthritis

Ann Agric Environ Med. 2022 Mar 21;29(1):80-85. doi: 10.26444/aaem/133369. Epub 2021 Mar 5.

ABSTRACT

INTRODUCTION: The favourable or unfavourable process of a patient’s adaptation to a challenging medical condition may indicate that certain adjustment reactions, which can be either constructive or undesirable, tend to prevail.

OBJECTIVE: The aim of the study was to examine the adjustment reactions of patients, and to define the correlation between the reactions and socio-demographic factors, health self-assessment, satisfaction with medical care, duration of treatment, and limitations in women treated for rheumatoid arthritis.

MATERIAL AND METHODS: The study was conducted at the Department of Rheumatology and Connective Tissue Diseases and the Specialist Outpatient Clinic of the Independent Public Teaching Hospital No. 4 in Lublin, Poland. The Polish adaptation of the Reactions to Impairment and Disability Inventory RIDI (H. Livneh, R. Antonak, 1990) was used in the study, together with an Original Questionnaire. A p-value of <0.05 was set to define statistical differences. Analysis was performed using commercial SPSS Statistics software (IBM Corp., Armonk, NY).

RESULTS: Adjustment reactions, adaptive reactions, i.e. adjustment (3±0.5) and acknowledgement (2.6±0.4) were found to markedly prevail, while the lowest mean value was observed for denial (1.9±0.4), which was considered a negative reaction. Longer duration of the disease was associated with a lower level of external hostility. Low health self-assessment and significant limitations impairing everyday activities, caused by pain, deformity and impaired joint mobility, were mostly related to unfavourable early and intermediate non-adaptive reactions.

CONCLUSIONS: Knowledge of the adjustment reactions and their moderating factors appears to be crucial in the planning of measures aimed at the rehabilitation of RA patients.

PMID:35352909 | DOI:10.26444/aaem/133369

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Physical activity of women over 60 – methodology of activity measurement

Ann Agric Environ Med. 2022 Mar 21;29(1):86-93. doi: 10.26444/aaem/133760. Epub 2021 Mar 23.

ABSTRACT

INTRODUCTION: Physical activity has a positive effect on health. The level of physical activity changes with age. Elderly people often reduce their physical activity, among other things, due to deteriorating health or the belief that it is inappropriate to indulge in sports or be physically active at old agge. On the other hand, the lack of systematic physical activity in the elderly can lead to a reduction in the body’s efficiency in many health aspects. Although there are many methods of measuring human physical activity, there is no ideal tool for measuring that activity.

OBJECTIVE: The main aim of the study was to assess the effectiveness of the use of selected methods of measuring physical activity in the elderly, as well as to evaluate the influence of the measured activity on the nutritional status of women over 60 years of age.

MATERIAL AND METHODS: The study was carried out in the area of western Poland in a group of 110 generally healthy women above the age of 60, who were divided into 3 groups of intensity of undertaken physical activity (low active 30.00%, moderately active 41.82% and active 28.18%). A pedometer and a physical activity diary were used to measure physical activity. Body composition was assessed by the bioelectrical impedance method which uses a body composition analyzer. Body height and weight, lean mass of limbs and body, adipose tissue content, total water content, waist circumference to hip circumference (WHR), and BMI (Body Mass Index) were assessed.

RESULTS: The correlation coefficient between the methods of assessing physical activity, i.e. the number of minutes/day and the number of steps/day, was 0.92 and was statistically significant at the level of p<0.001. This was assumed to be a strict correlation. Based on the physical activity diary, it was estimated that women spent an average of 92.85 minutes a day on physical activity, while the data obtained from the pedometer showed that they performed an average of 4,462 steps a day. The average age of the respondents was 67.25 years, and average BMI – 28.07 kg/m2.

CONCLUSIONS: A close correlation was demonstrated between the applied methods for assessing physical activity shows about the appropriate selection of methods, as well as, due to their ease of use, their use to assess physical activity in the elderly.

PMID:35352910 | DOI:10.26444/aaem/133760