Category: Statistics

J Am Heart Assoc. 2022 Dec 30:e026194. doi: 10.1161/JAHA.122.026194. Online ahead of print.

ABSTRACT

Background Previous studies have demonstrated that 2-dimensional (2D) global longitudinal strain (GLS) is associated with cardiovascular outcomes in patients with left bundle-branch block. However, the predictive value of 3-dimensional (3D) speckle-tracking echocardiography has not yet been investigated in these patients. Methods and Results The authors retrospectively identified 290 patients with left bundle-branch block who underwent echocardiography more than twice. Using speckle-tracking echocardiography, 2D-GLS, 3D-GLS, 3D-global circumferential strain, 3D global radial strain, and 3D global area strain were acquired. The association between 2D and 3D strains and the follow-up left ventricular (LV) ejection fraction (LVEF) was analyzed. The study population was divided into 2 sets: a group with preserved LVEF (baseline LVEF ≥40%) and a group with reduced LVEF (baseline LVEF <40%). After a median follow-up of 29.1 months (interquartile range, 13.1-53.0 months), 14.9% of patients progressed to LV dysfunction in the group with preserved LVEF, and 51.0% of patients showed improved LV function in the group with reduced LVEF. Multivariable analysis of 2D and 3D strains revealed that higher 2D-GLS (odds ratio [OR], 0.65 [95% CI, 0.54-0.78], P<0.001) was highly associated with maintaining LVEF in patients with preserved LVEF. However, a lower 3D-global circumferential strain (OR, 0.61 [95% CI, 0.47-0.78], P<0.001) showed a strong association with persistently reduced LVEF in patients with reduced LVEF. Conclusions Although 2D-GLS showed a powerful predictive value for the deterioration of LV function in the preserved LVEF group, 3D strain, especially 3D-global circumferential strain, can be helpful to predict consistent LV dysfunction in patients with left bundle-branch block who have reduced LVEF.

PMID:36583438 | DOI:10.1161/JAHA.122.026194

J Am Heart Assoc. 2022 Dec 30:e025666. doi: 10.1161/JAHA.122.025666. Online ahead of print.

ABSTRACT

Background The effectiveness of vascular closure devices (VCDs) to reduce bleeding after transfemoral percutaneous coronary intervention remains unsettled. Methods and Results Participants in the REGULATE-PCI (Effect of the REG1 anticoagulation system versus bivalirudin on outcomes after percutaneous coronary intervention) trial who underwent transfemoral percutaneous coronary intervention with VCD implantation were compared with those who underwent manual compression. The primary effectiveness end point was type 2, 3, or 5 Bleeding Academic Research Consortium access site bleeding at day 3. Univariate and multivariate analyses were adjusted by the inverse probability weighting method using propensity score. Time to hemostasis and time to ambulation were compared between groups. Of the 1580 patients who underwent transfemoral percutaneous coronary intervention, 1004 (63.5%) underwent VCD implantation and 576 (36.5%) had manual compression. The primary effectiveness end point occurred in 64 (6.4%) participants in the VCD group and in 38 (6.6%) participants in the manual compression group (inverse probability weighting-adjusted odds ratio, 1.02 [95% CI, 0.77-1.36]; P=0.89). There were statistically significant 2-way interactions between VCD use and female sex, chronic kidney disease, and use of high-potency P2Y12 inhibition (ticagrelor or prasugrel) (P<0.05 for all) with less bleeding with VCD use in these high-risk subgroups. Median time to hemostasis and time to ambulation were shorter in the VCD versus the manual compression group (P<0.01 for both). Conclusions Following transfemoral percutaneous coronary intervention, VCD use is associated with a shorter time to hemostasis and time to ambulation but not less bleeding. Further study of patients with high-bleeding risk is required, including women, patients with chronic kidney disease, and those using high-potency P2Y12 inhibitors. Registration URL: https://clinicaltrials.gov/ct2/show/NCT01848106; Unique identifier: NCT01848106.

PMID:36583436 | DOI:10.1161/JAHA.122.025666

J Am Heart Assoc. 2022 Dec 30:e025064. doi: 10.1161/JAHA.121.025064. Online ahead of print.

ABSTRACT

Background There is a scarcity of validated rapid dietary screening tools for patient use in the clinical setting to improve health and reduce cardiovascular risk. The Healthy Eating Index (HEI) 2015 measures compliance with the 2015 to 2020 Dietary Guidelines for Americans but requires completion of an extensive diet assessment to compute, which is time consuming and impractical. The authors hypothesize that a 19-item dietary survey assessing consumption of common food groups known to affect health will be correlated with the HEI-2015 assessed by a validated food frequency questionnaire and can be further reduced without affecting validity. Methods and Results A 19-item Eating Assessment Tool (EAT) of common food groups was created through literature review and expert consensus. A cross-sectional survey was then conducted in adult participants from a preventive cardiology clinic or cardiac rehabilitation and in healthy volunteers (n=661, mean age, 36 years; 76% women). Participants completed an online 156-item food frequency questionnaire, which was used to calculate the HEI score using standard methods. The association between each EAT question and HEI group was analyzed by Kruskal-Wallis test. Linear regression models were subsequently used to identify univariable and multivariable predictors for HEI score for further reduction in the number of items. The final 9-item model of Mini-EAT was validated by 5-fold cross validation. The 19-item EAT had a strong correlation with the HEI score (r=0.73) and was subsequently reduced to the 9 items independently predictive of the HEI score: fruits, vegetables, whole grains, refined grains, fish or seafood, legumes/nuts/seeds, low-fat dairy, high-fat dairy, and sweets consumption, without affecting the predictive ability of the tool (r=0.71). Conclusions Mini-EAT is a 9-item validated brief dietary screener that correlates well with a comprehensive food frequency questionnaire. Future studies to test the Mini-EAT’s validity in diverse populations and for development of clinical decision support systems to capture changes over time are needed.

PMID:36583423 | DOI:10.1161/JAHA.121.025064

Hum Brain Mapp. 2022 Dec 30. doi: 10.1002/hbm.26194. Online ahead of print.

ABSTRACT

Magnetic resonance imaging (MRI) has been one of the primary instruments to measure the properties of the human brain non-invasively in vivo. MRI data generally needs to go through a series of processing steps (i.e., a pipeline) before statistical analysis. Currently, the processing pipelines for multi-modal MRI data are still rare, in contrast to single-modal pipelines. Furthermore, the reliability and validity of the output of the pipelines are critical for the MRI studies. However, the reliability and validity measures are not available or adequate for almost all pipelines. Here, we present PhiPipe, a multi-modal MRI processing pipeline. PhiPipe could process T1-weighted, resting-state BOLD, and diffusion-weighted MRI data and generate commonly used brain features in neuroimaging. We evaluated the test-retest reliability of PhiPipe’s brain features by computing intra-class correlations (ICC) in four public datasets with repeated scans. We further evaluated the predictive validity by computing the correlation of brain features with chronological age in three public adult lifespan datasets. The multivariate reliability and predictive validity of the PhiPipe results were also evaluated. The results of PhiPipe were consistent with previous studies, showing comparable or better reliability and validity when compared with two popular single-modality pipelines, namely DPARSF and PANDA. The publicly available PhiPipe provides a simple-to-use solution to multi-modal MRI data processing. The accompanied reliability and validity assessments could help researchers make informed choices in experimental design and statistical analysis. Furthermore, this study provides a framework for evaluating the reliability and validity of image processing pipelines.

PMID:36583399 | DOI:10.1002/hbm.26194

Health Educ Res. 2022 Dec 30:cyac039. doi: 10.1093/her/cyac039. Online ahead of print.

ABSTRACT

The purpose of this systematic review is to summarize the characteristics of recent studies on diabetes education interventions in rural areas and identify the relative proportion of studies with characteristics of interest that showed a reduction in glycated hemoglobin (A1C). A systematic literature search was performed in Web of Science, PubMed and PsychInfo, using keywords and Medical Subject Heading terms. Articles conducted in rural areas of the United States tested an educational intervention for people with type 2 diabetes, and reported outcomes were identified. A total of 2762 articles were identified, of which 27 were included. Of the 27 articles, most were implemented in the Southeast (n = 13). Of the 21 interventions that measured A1C, 10 reported a statistically significant decrease in A1C. The proportion of studies with a significant A1C reduction was higher for the studies that used telehealth/online, delivered by a collaboration between health-care professionals and lay educators or included family or group components. Only three studies included their criteria in determining rurality. Future diabetes education interventions may consider including family members or group sessions, holding online sessions and partnering with local resources. Additionally, stronger research methods are needed to test practical and effective interventions to improve diabetes education in rural areas.

PMID:36583394 | DOI:10.1093/her/cyac039

J Hypertens. 2023 Feb 1;41(2):310-315. doi: 10.1097/HJH.0000000000003332. Epub 2022 Nov 25.

ABSTRACT

OBJECTIVE: Sleep fragmentation determined by repetitive arousals from sleep in obstructive sleep apnea (OSA) is associated with hypertension. We aimed to quantify the independent association of arousals during rapid eye movement (REM)/non-rapid eye movement (NREM) sleep with prevalent hypertension.

METHODS: We included adults with 4 h of total sleep time and at least 30 min of REM sleep obtained from overnight in-laboratory polysomnography. Logistic regression models were fitted to explore the association between arousals during REM/NREM sleep and prevalent hypertension. All models controlled for OSA metrics and arousals during NREM/REM sleep, either by statistical adjustment or by stratification.

RESULTS: The sample comprised of 11 643 patients, of which 10 055 were OSA patients. Fully adjusted models demonstrated significant dose-relationships between arousal index during REM sleep (AI-REM) and prevalent hypertension (P trend = 0.002). The higher relative odds of prevalent hypertension were most evident with AI-REM > 40 events/h. In OSA patients with arousal index during NREM sleep (AI-NREM) <15 events/h, every10-unit increase in the AI-REM was associated with 18% higher odds of hypertension (odds ratio, 1.18; 95% confidence interval, 1.11-1.27) in OSA. On the contrary, AI-NREM was not a significant predictor of hypertension in any of the models.

CONCLUSIONS: Our findings indicate that arousals during REM sleep are associated with prevalent hypertension. This is clinically relevant because treatment of OSA is often limited to the first half of the sleep period leaving most of sleep fragmentation during REM sleep untreated.

PMID:36583357 | DOI:10.1097/HJH.0000000000003332

J Interpers Violence. 2022 Dec 30:8862605221145714. doi: 10.1177/08862605221145714. Online ahead of print.

ABSTRACT

In the Netherlands, as in many other countries, victims of intentionally committed violent crimes may apply for state compensation if the offender is unknown or unable to pay for the damages of the crime. This state compensation scheme is run by the Dutch Violent Offences Compensation Fund (VOCF). Lawyers who work for this fund need to evaluate applicants´ eligibility for state compensation on the basis of two criteria: (1) the plausibility of the applicant’s victimization story and (2) the severity of the injury sustained by the applicant. Whether these criteria are fulfilled is largely left to the discretion of the lawyer who evaluates the application. This discretionary power makes the decision-making process prone to biased outcomes. Inspired by previous research, this study investigated whether information from mental health care providers, such as psychiatrists or clinical psychologists, serves as a potential source of bias. Although this type of information may or should sometimes be used to evaluate an applicant’s eligibility for compensation, in most cases it should not affect the outcome of this evaluation because of its potential unreliability. A statistical association between availability of information from mental health care providers and adjudication of state compensation is therefore not to be expected. Analyzing 246 applications submitted to the Dutch VOCF between July 1st 2016 and July 1st 2017, this study tested the empirical validity of this expectation. Results indicated that the availability of information of mental health care providers was associated with adjudication of state compensation. This finding was discussed in view of the literature on heuristic thinking and biased decision making and the study’s limitations.

PMID:36583340 | DOI:10.1177/08862605221145714

West Afr J Med. 2022 Dec 29;39(12):1273-1279.

ABSTRACT

BACKGROUND: The study compared some haematological parameters in normotensive pregnant women with those of women with pre-eclampsia (PE) to identify those parameters that may reinforce the occurrence and severity of PE.

METHODS: The study was a case-control study involving 40 pre-eclamptic women as subjects and 40 normotensive pregnant women as controls. The subjects were classified into mild and severe based on their blood pressure of >140/90 mmHg and >169/100 mmHg, respectively. Full blood count (FBC) was done using a haematology autoanalyzer, D-dimer and fibrinogen were assessed by enzyme-linked immunosorbent assay (ELISA) method, while Prothrombin Time (PT) and activated plasma thromboplastin time (aPTT) were done manually.

RESULTS: The mean PCV was higher while the mean WBC was lower in PE but the differences were not statistically significant. The ESR was significantly higher (50.48 ± 2.90mm/hr vs 41.05 ± 3.74mm/hr, p < 0.049). The mean neutrophil (59.38 ± 7.77% vs 64.95 ± 6.68%; p < 0.001) and lymphocyte (31.35±7.67% vs 7.63±7.47%, p = 0.031) counts were significantly lower and higher, respectively, in PE. Although the mean platelet count in PE was lower, the plateletcrit, mean platelet volume (MPV), and platelet distribution width (PDW) were significantly higher in PE (p = 0.01, 0.04, 0.001, respectively). The D-dimer was significantly higher in the women with PE (p < 0.001), while the PT, aPTT and fibrinogen concentrations were not statistically different between the two groups.

CONCLUSION: It may be concluded that low platelet count, high MPV, PDW, PCT and ESR in PE women may reinforce the diagnosis while a high MPV may, in addition, discriminate between severe and mild Pre-eclampsia.

PMID:36583338

Ann Agric Environ Med. 2022 Dec 27;29(4):588-591. doi: 10.26444/aaem/157461. Epub 2022 Dec 22.

ABSTRACT

INTRODUCTION: Poland’s accession to the European Union intensified migration for work purposes. One of the most popular destinations for emigration was Great Britain, which allocates more money to health protection than Poland, where there is a widespread belief that the quality of public health care is poor. However, more negative opinions were expressed by migrants about health care in Great Britain.

OBJECTIVE: The aim of the study was to compare and assess the quality of health services in Poland and Great Britain prior to the SARS COVID-19 pandemic.

MATERIAL AND METHODS: The study was conducted in the form of a questionnaire addressed to Poles who stay or stayed in the territory of Great Britain and used services provided by both Polish and British medical entities. 1,625 people took part in the study: 1,402 women (86.28%) and 223 men (13.72%). The survey contained 30 questions, of which statistically significant results were obtained in 5 of them.

RESULTS: There was a statistically significant difference in the average assessments of health services in Poland and Great Britain. The availability of primary health care services and specialist services, other than gynaecology, in Poland was rated higher. In addition, the quality and costs of treatment received a much higher average score in the evaluation of Polish health care compared to the British system.

CONCLUSIONS: Although the amount of financial outlays and statistical data should suggest the advantage of the British health care system, the respondents assessed the services provided in Poland being better.

PMID:36583328 | DOI:10.26444/aaem/157461

Ann Agric Environ Med. 2022 Dec 27;29(4):582-587. doi: 10.26444/aaem/157146. Epub 2022 Dec 19.

ABSTRACT

OBJECTIVE: The aim of the study was to assess the reactivity of the cutaneous microcirculation in patients with arterial hypertension (AH), taking into account the intake of anti-hypertensive drugs, using laser doppler flowometry (LDF) and the post-occlusive reactive hyperaemia (PORH) test.

MATERIAL AND METHODS: The analysis included 44 patients with well-controlled AH, and 22 subjectively healthy volunteers aged 23 – 74 years, matched with the study group. During the study period, 22 patients in the study group were taking ACEI drugs, also in combination with other drug groups in terms of gender and age. 19 patients were taking other groups of drugs, including: ARB, beta-blockers, alpha-blockers, CCB, diuretics, also in combination, while 3 patients were not taking medication for AH; they were recommended non-pharmacological treatment. Blood biochemical tests, ambulatory blood pressure monitoring (ABPM) and PORH test using LDF were performed.

RESULTS: The study showed that the PORH flow parameters were not differ statistically significantly between the study and control groups (p> 0.05). Statistically significant differences were shown in the PORH maximum level (ML) on the skin forearm between the study group not taking ACEI drugs and the control group. No statistically significant differences were shown between the study group taking ACEI and the control group.

CONCLUSIONS: The pathogenesis of AH is multifactorial and depends, inter alia, on disturbances at the level of microcirculation. Proper treatment, especially with the use of ACEI, can improve the microcirculation in AH patients.

PMID:36583327 | DOI:10.26444/aaem/157146