Category: Statistics

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

Ann Agric Environ Med. 2022 Dec 27;29(4):568-574. doi: 10.26444/aaem/155846. Epub 2022 Nov 3.

ABSTRACT

INTRODUCTION AND OBJECTIVE: Zinc is a trace element that plays a role in stimulating innate and acquired immunity. The aim of the study was to determine the antiviral effect of the administration of zinc in COVID-19 patients.

MATERIAL AND METHODS: A literature search was performed in P Web of Science, PubMed, Scopus and Cochrane databases from 1 January 2020 – 22 August 2022. In addition, reference lists of the included articles and their related citations in PubMed were also reviewed for additional pertinent studies.

RESULTS: A total of 9 eligible studies were identified. In-hospital mortality in zinc supplementation patients, and patients treated without zinc, varied and amounted to 21.6% vs. 23.04% difference (OR=0.71; 95%CI: 0.62-0.81; p<0.001). 28-day to 30-day mortality in patients treated with zinc was 7.7%, compared to 11.9% for patients treated without zinc (OR=0.61; 95%CI: 0.35-1.06; p=0.08). In-hospital adverse events among patients treated with and without COVID-19 did not show any statistically significant differences in relation to acute kidney injury occurrence (12.8% vs. 12.4%, respectively; OR=0.63; 95%CI: 0.19-2.12; p=0.45, as well as need for mechanical ventilation (13.2% vs. 14.1%; OR=0.83; 95%CI: 0.52-1.32; p=0.43).

CONCLUSIONS: Zinc supplementation is associated with lower COVID-19 in-hospital mortality. Additionally, it is risk-free in COVID-19 patients since there have been no negative side effects, such as acute renal damage or the requirement for mechanical ventilation compared to patients without COVID-19. Due to scientific evidence and the role it represents in the human body, zinc supplementation should be taken into consideration for COVID-19 patients as an adjunct therapy.

PMID:36583325 | DOI:10.26444/aaem/155846

Ann Agric Environ Med. 2022 Dec 27;29(4):560-567. doi: 10.26444/aaem/153960. Epub 2022 Sep 21.

ABSTRACT

INTRODUCTION: COVID-19 is a highly contagious coronavirus disease that has had a significant impact on the functioning of society. On 11 March 2020, due to the rapid spread of the virus, the WHO declared a global pandemic. By the end of 2021, 5 variants of SARS-CoV-2 had been identified since the beginning of the pandemic. The course of the disease varied depending on the age of the patients and the presence of possible comorbidities. Most patients were asymptomatic or sparsely symptomatic of the infection; however, in about 6% of cases, the course of the disease was critical. Typical symptoms of COVID-19 include: fever, muscle pain and headache, lack of smell and taste, cough, dyspnea, diarrhoea and nausea. According to epidemic guidelines, infected patients were subjected to isolation, which harmed their mental state, especially the elderly.

OBJECTIVE: The aim of the study was to assess the impact of isolation on the biopsychosocial functioning of elderly patients with COVID-19.

MATERIAL AND METHODS: The study was conducted among 360 elderly patients in hospital wards operating as a unit in a hospital complex dedicated to patients infected with the SARS-CoV-2 virus. Data were collected using standardized questionnaires: ADL Scale, IADL, GDS, SF-36 Quality of Life Scale, Multidimensional Scale of Perceived Social Support, and supplementary questions about, among others, the oxygen therapy provided, length of stay in the unit, and the support received from relatives.

RESULTS: Almost half (48%) of the subjects received oxygen therapy, and 36% had a length of disease of 7-14 days. A correlation was observed between the quality of life and the above-mentioned factors. Correlations of quality of life indicators with the length of illness were moderate (except for the level of pain) and positive, meaning that the longer the patients were ill, the lower their quality of life. Correlations of disease severity were moderate for pain, vitality, and emotional limitations, while vital for physical functioning and limitations and general and mental health. The intensity of oxygen therapy was moderately correlated with physical and emotional limitations and general health and strongly correlated with physical functioning, vitality and mental health. Correlations between functional status and mental status of elderly patients were also studied. Analysis of variance showed that the constructed model was an excellent fit to the data, F = 37.14; p < 0.001, explaining 42% of the variance in the dependent variable (R²= 0.42). As many as 80% of the respondents felt that isolation harmed their well-being. Examining the impact of quality of life on their well-being showed that most of the associations tested were statistically significant, and all were positive. Associations of moderate strength were shown for physical functioning, physical limitations and general health, while strong associations were shown for vitality, emotional limitations and mental health. Pain complaints were associated with changes in well-being at the level of statistical trend (p = 0.055). This means that the lower the patients’ quality of life, especially in terms of vitality and mental health, the more significant the impact of isolation on their well-being. The study also investigated the effect of social support on mental state. The model proved to be an excellent fit to the data, F = 5.91, p = 0.002, and explained 23% of the variance in the dependent variable (Adjusted R² = 0.23). At the same time, support from friends turned out to be the only significant predictor (Beta = 0.53), and this means that the more support the subjects received from them, the lower the level of depression they manifested.

CONCLUSIONS: 1) The better the functional state of a senior and the support received from relatives, the lower the severity of depression. 2) The lower the quality of a senior’s life, especially in terms of mental state, the greater the negative impact on his/her well-being in isolation. 3) The low quality of life of a senior increased the likelihood of depression. 4) The quality of life of older Covid-19 patients was higher in those without chronic disease. 5) The quality-of-life level was lower in patients with a more severe course of COVID-19, and longer duration of disease and oxygen therapy.

PMID:36583324 | DOI:10.26444/aaem/153960