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Nevin Manimala Statistics

Effect of hypoglycemia on cognitive performance in older patients with diabetes: A meta-analysis

Ann Endocrinol (Paris). 2023 Oct 24:S0003-4266(23)00714-X. doi: 10.1016/j.ando.2023.10.006. Online ahead of print.

ABSTRACT

Goals: The goal of this study was to use meta-analysis to compile information from various studies to investigate the existence and severity of cognitive impairment in elderly diabetes patients who have hypoglycemic episodes. Materials and techniques: For research studies on the relationship between hypoglycemia and cognitive decline or dementia in persons older than 45 years, we searched the PubMed, EMBASE, Cochrane Library, CNKI, WanFang, CBM and VIP databases for the period 1989 to 2022. We conducted random effects inverse variance on the meta-analysis and used the I2 statistic to assess heterogeneity. Result: We selected 44 of the 518 studies we retrieved, 7 being appropriate for meta-analysis. 6,045 individuals were involved in total. Both types of older diabetic patients with hypoglycemia performed considerably worse on tests of general intelligence than control participants (standardized mean difference, 0.58; 95% CI, 0.88-0.28). Also, elderly type-2 diabetes patients with hypoglycemic episodes had significantly worse memory performance (standardized mean difference, 0.19; 95% CI, 0.29-0.09). Additionally, we found that older type-2 diabetes patients with hypoglycemia had significantly poorer psychomotor function than those without hypoglycemia (standardized mean difference, 0.51; 95% CI, 0.38-0.63).

PMID:37884125 | DOI:10.1016/j.ando.2023.10.006

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Nevin Manimala Statistics

The Efficacy of Cardiac Myosin Inhibitors versus Placebo in Patients with Symptomatic Hypertrophic Cardiomyopathy – A Meta-Analysis and Systematic Review

Am J Cardiol. 2023 Oct 24:S0002-9149(23)01209-2. doi: 10.1016/j.amjcard.2023.10.059. Online ahead of print.

ABSTRACT

We aimed to assess the overall clinical impact of cardiac myosin inhibitors in hypertrophic cardiomyopathy (HCM). We performed a meta-analysis of published trials assessing the effect of cardiac myosin inhibitors (Mavacamten and Aficamten) on resting and Valsalva LVOT gradients and functional capacity in symptomatic HCM. The co-primary outcomes were mean percent change (mean difference, MD) from baseline in resting LVOT gradient and Valsalva LVOT gradient, as well as proportion of patients achieving NYHA Class improvement ≥ 1. Secondary outcomes included mean percent change from baseline NT ProBNP, Troponin I, and left ventricular ejection fraction (LVEF). Four studies (all randomized-control trials, including 3 Mavacamten-focused and 1 Aficamten-focused trials) involving 463 patients were included in the meta-analysis. Compared to placebo, the cardiac myosin inhibitor group demonstrated statistically significant differences in baseline percent change in mean resting LVOT gradient (MD -62.48, CI -65.44, -59.51, p <0.00001) and Valsalva LVOT gradient (MD -54.21, CI -66.05, -42.36, p <0.00001), as well as proportion of patients achieving NYHA Class improvement ≥ 1 (OR 3.43, CI 1.90, 6.20, p <0.0001). Regarding secondary outcomes, the intervention group demonstrated statistically significant reductions in mean percent change from baseline in NT-proBNP (MD -69.41, CI -87.06, -51.75, p < 0.00001), Troponin I (MD, -44.19, CI -50.59, -37.78, p < 0.00001), and LVEF (MD -6.31, CI -10.35, -2.27, p = 0.002). In conclusion, cardiac myosin inhibitors may confer clinical and symptomatic benefits in symptomatic HCM, at the possible expense of LVEF. Further trials with large sample sizes are needed to confirm our findings.

PMID:37884110 | DOI:10.1016/j.amjcard.2023.10.059

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Nevin Manimala Statistics

Age specific reference intervals for plasma biomarkers of neurodegeneration and neurotrauma in a Canadian population

Clin Biochem. 2023 Oct 24:110680. doi: 10.1016/j.clinbiochem.2023.110680. Online ahead of print.

ABSTRACT

INTRODUCTION: In this study, we aimed to create reference intervals (RI) using a large Canadian population-based cohort, for plasma protein biomarkers with potential utility to screen, diagnosis, prognosticate and manage a variety of neurological diseases and disorders. RIs were generated for: the ratio of amyloid beta 42 over 40 (Aβ42/40), phosphorylated tau-181 (p-tau-181), neurofilament light (NfL), and glial fibrillary acidic protein (GFAP).

METHODS: 900 plasma specimens from male and female participants aged 3-79 years old were obtained from the Statistics Canada Biobank, which holds specimens from the Canadian Health Measures Survey. Analysis of Aβ42/40, p-tau-181, NfL and GFAP was performed on the Quanterix Simoa HD-X analyzer using the Neurology 4-plex E and p-tau-181 assays. Discrete RIs were produced according to Clinical Laboratory Standards Institute guidelines (EP28-A3c). Continuous RIs were created using quantile regression.

RESULTS: For discrete RIs, significant age partitions were determined for each biomarker. No significant sex partitions were found. The following ranges and age partitions were determined: Aβ42/40: 3-<55y = 0.053-0.098, 55-<80y = 0.040-0.090; p-tau-181: 3-<12y = 1.4-5.6 pg/ml, 12-<60y = 0.8-3.1 pg/ml, 60-<80y = 0.9-4.0 pg/ml; NfL: 3-<40y = 2.6-11.3 pg/ml, 40-<60y = 4.6-17.7 pg/ml, 60-<80y = 8.1-47.1 pg/ml; GFAP; 3-<10y = 47.0-226 pg/ml, 10-<60y = 21.2-91.9 pg/ml, 60-<80y = 40.7-228 pg/ml. Continuous RIs produced smooth centile curves across the age range, from which point estimates for each year of age were calculated.

CONCLUSIONS: Discrete and continuous RIs for neurological plasma biomarkers will help refine normative cut-offs across the lifespan and improve the precision of interpretating biomarker levels. Continuous RIs are recommended for use in age groups, such as pediatrics and older adults, that experience rapid concentration changes by age.

PMID:37884086 | DOI:10.1016/j.clinbiochem.2023.110680

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Nevin Manimala Statistics

lmeEEG: Mass linear mixed-effects modeling of EEG data with crossed random effects

J Neurosci Methods. 2023 Oct 24:109991. doi: 10.1016/j.jneumeth.2023.109991. Online ahead of print.

ABSTRACT

BACKGROUND: Mixed-effects models are the current standard for the analysis of behavioral studies in psycholinguistics and related fields, given their ability to simultaneously model crossed random effects for subjects and items. However, they are hardly applied in neuroimaging and psychophysiology, where the use of mass univariate analyses in combination with permutation testing would be too computationally demanding to be practicable with mixed models.

NEW METHOD: Here, we propose and validate an analytical strategy that enables the use of linear mixed models (LMM) with crossed random intercepts in mass univariate analyses of EEG data (lmeEEG). It avoids the unfeasible computational costs that would arise from massive permutation testing with LMM using a simple solution: removing random-effects contributions from EEG data and performing mass univariate linear analysis and permutations on the obtained marginal EEG.

RESULTS: lmeEEG showed excellent performance properties in terms of power and false positive rate.

COMPARISON WITH EXISTING METHODS: lmeEEG overcomes the computational costs of standard available approaches (our method was indeed more than 300 times faster).

CONCLUSIONS: lmeEEG allows researchers to use mixed models with EEG mass univariate analyses. Thanks to the possibility offered by the method described here, we anticipate that LMM will become increasingly important in neuroscience. Data and codes are available at osf.io/kw87a. The codes and a tutorial are also available at github.com/antovis86/lmeEEG.

PMID:37884082 | DOI:10.1016/j.jneumeth.2023.109991

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Nevin Manimala Statistics

Pollutant-meteorological factors and cardio-respiratory mortality in Portugal: Seasonal variability and associations

Environ Res. 2023 Oct 24:117491. doi: 10.1016/j.envres.2023.117491. Online ahead of print.

ABSTRACT

Seasonal variations in cardiorespiratory diseases may be influenced by air pollution and meteorological factors. This work aims to highlight the relevance of a complete seasonal characterization of pollutant-meteorological factors and cardio-respiratory mortality in Portugal and the relationships between health outcomes and environmental risk factors. To this end, air pollution and meteorological variables along with health outcomes were analyzed at national level and on a monthly basis for the period 2011-2020. It was found that cardiorespiratory mortality rates during winter were 44% higher than during the summer. Furthermore, particulate matter with aerodynamic diameters of 10 and 2.5 μm (μm) or smaller (PM10 and PM2.5), carbon monoxide (CO) and nitrogen dioxide (NO2) showed a seasonal variability, with the highest concentrations during winter while ozone (O3) presented higher concentrations during spring and summer. PM10, PM2.5 and NO2, showed a positive correlation between seasons, indicating similar patterns of behavior. Canonical correlation analysis (CCA) applied to pollutant-meteorological and cardiorespiratory mortality data indicates a strong linear correlation between pollutant-meteorological factors and health outcomes. The first canonical correlation was 0.889, and the second was 0.545, both statistically significant (p-value < 0.001). The CCA results suggest that there is a strong association between near-surface temperature, relative humidity, PM10, PM2.5, CO and NO2 and health outcomes. The results of this study provide important information of the seasonal variability of air pollutants and meteorological factors in Portugal and their associations with cardiorespiratory mortality.

PMID:37884072 | DOI:10.1016/j.envres.2023.117491

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Nevin Manimala Statistics

Organic food consumption and the incidence of type 2 diabetes mellitus in the Danish Diet, Cancer and Health cohort

Diabetes Res Clin Pract. 2023 Oct 24:110972. doi: 10.1016/j.diabres.2023.110972. Online ahead of print.

ABSTRACT

AIMS: To investigate the association between organic food consumption and the incidence of type 2 diabetes mellitus.

METHODS: Among 41,286 cohort participants, aged 50-65 years, organic food consumption of vegetables, fruits, dairy products, eggs, meat, and cereal products, was summarized into an organic food score evaluated as never, low, medium and high consumption and as continuous intake. During follow-up, 4,843 cases were identified in the National Diabetes Register. Organic food consumption was associated to the disease incidence in Cox regression models.

RESULTS: Organic food consumption was linearly associated with a lower incidence of type 2 diabetes mellitus (Women, HR: 0.94, 95% CI: 0.89-1.00, Men, HR: 0.95, 95% CI: 0.90-1.00). Organic food consumption frequency, compared to never consumption, showed HRs below 1.00 for both women (medium intake HR: 0.96, 95% CI: 0.84-1.10, high intake HR: 0.88, 95% CI: 0.74-1.05) and men (low intake, HR: 0.95, 95% CI: 0.85-1.05, medium intake, HR: 0.92, 95% CI: 0.83-1.03, high intake, HR: 0.89, 95% CI: 0.75-1.05) but were not statistically significant. Similar patterns were observed with consumption of the specific organic food groups for women, but not for men.

CONCLUSIONS: Organic food consumption was associated with a suggested lower incidence of type 2 diabetes mellitus.

PMID:37884066 | DOI:10.1016/j.diabres.2023.110972

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Nevin Manimala Statistics

Evaluation of right heart function changes in patients with pulmonary hypertension via two-dimensional speckle tracking imaging: a retrospective study

Ann Med. 2023;55(2):2272711. doi: 10.1080/07853890.2023.2272711. Epub 2023 Oct 26.

ABSTRACT

Objective: To realize the changes in pulmonary hypertension (PH) patients’ right ventricular function.Methods: A total number of 74 patients with PH were included, and the parameters of standard echocardiographic were measured as well as the strain of peak longitudinal of each segment during the systole of the right ventricle to calculate the global longitudinal strain (LS) during systole of the right ventricular free wall.Results: ① As pulmonary arterial pressure increased, the right ventricular area gradually increased, and the case group showed the decreased right ventricular fractional area change (RVFAC), tricuspid annular plane systolic excursion (TAPSE), and tricuspid annular peak systolic velocity (S’) (p < 0.05). They, RVFAC, and TAPSE depicted significant differences that were statistical (p < 0.05) from the other groups. ② With increasing pulmonary arterial pressure, the right ventricular free wall’s LS gradually reduced (p < 0.05).Conclusion: ① LS right ventricular free wall is useful in detecting changes in right ventricular systolic function early on with greater sensitivity than RVFAC, TAPSE, and S’. In addition, increased right ventricular pressure loading can result in a subsequent impairment of right ventricular myocardial mechanics. ② As right ventricular pressure loading increases, right ventricular strain decreases. ③ In mild PH, the right ventricular free wall’s. LS is more sensitive than standard measures in spotting early alterations in myocardial mechanics.

PMID:37883811 | DOI:10.1080/07853890.2023.2272711

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Nevin Manimala Statistics

Transmission Versus Truth, Imitation Versus Innovation: What Children Can Do That Large Language and Language-and-Vision Models Cannot (Yet)

Perspect Psychol Sci. 2023 Oct 26:17456916231201401. doi: 10.1177/17456916231201401. Online ahead of print.

ABSTRACT

Much discussion about large language models and language-and-vision models has focused on whether these models are intelligent agents. We present an alternative perspective. First, we argue that these artificial intelligence (AI) models are cultural technologies that enhance cultural transmission and are efficient and powerful imitation engines. Second, we explore what AI models can tell us about imitation and innovation by testing whether they can be used to discover new tools and novel causal structures and contrasting their responses with those of human children. Our work serves as a first step in determining which particular representations and competences, as well as which kinds of knowledge or skills, can be derived from particular learning techniques and data. In particular, we explore which kinds of cognitive capacities can be enabled by statistical analysis of large-scale linguistic data. Critically, our findings suggest that machines may need more than large-scale language and image data to allow the kinds of innovation that a small child can produce.

PMID:37883796 | DOI:10.1177/17456916231201401

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Nevin Manimala Statistics

Meta-Analysis of Metformin on Recurrence Risk and Long-Term Survival in Patients with Diabetes and Renal Cell Carcinoma

Altern Ther Health Med. 2023 Oct 27:AT8958. Online ahead of print.

ABSTRACT

OBJECTIVE: To evaluate the effect of metformin on the survival of patients with diabetes mellitus complicated with renal cell carcinoma by Meta-analysis.

METHODS: To collect the required data, we looked through the databases of the Cochrane Library, PubMed, and EMBASE, as well as the network for querying registration data from clinical trials (https://clinicaltrials.gov). Retrieve relevant ongoing or closed clinical trials. To avoid publication bias, the search process is limited to randomized controlled trials, and the search results are not limited to language, publication time, or other restrictions. All included studies need to be evaluated according to the quality evaluation standard of the Cochran system evaluation manual. The relevant data were statistically analyzed by Revman 5.3 software. In the evaluation of overall survival (OS) and progression-free survival (PFS), the index of hazard risk (HR) was selected in this paper.

RESULTS: Eight cohort studies were included in the analysis. Partial and metastatic subgroup analysis of renal cell carcinoma demonstrated no significant effect of metformin on PFS, CSS, or OS. There was no evidence of publication bias, according to the findings.

CONCLUSION: This systematic review and meta-analysis found that metformin did not improve survival rates for diabetic patients with renal cell carcinoma.

PMID:37883777

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Nevin Manimala Statistics

Assessing the Impact of Prone Positioning on Mortality and Adverse Events Among Patients with Acute Respiratory Distress Syndrome: A Meta-Analysis

Altern Ther Health Med. 2023 Oct 27:AT9297. Online ahead of print.

ABSTRACT

BACKGROUND: Prone positioning has evolved as a therapeutic intervention for patients with acute respiratory distress syndrome (ARDS). ARDS remains a critical condition, with a mortality rate of approximately 40%. Prone positioning, which involves placing patients in a face-down position, has the potential to enhance gas exchange and improve lung mechanics, possibly leading to better patient outcomes.

OBJECTIVES: This comprehensive review aims to evaluate the impact of prone positioning on mortality (primary outcome) and the occurrence of adverse events (secondary outcome) in patients with ARDS compared to conventional supine positioning.

METHODS: We conducted an extensive systematic review, including studies published from 2000 to 2022. We searched databases including PUBMED, MEDLINE, EMBASE, CENTRAL, and WEB OF SCIENCE. Only randomized controlled trials (RCTs) that compared the outcomes of patients with ARDS in prone and supine positions were included. We employed the Cochrane risk of bias instrument to assess the methodological quality of the included RCTs.

RESULTS: Our review included a total of twelve RCTs involving 2736 patients, with 1401 patients in the prone position. The meta-analysis demonstrated a lower mortality rate among patients in the prone position compared to those in the supine position (odds ratio [OR], 0.71; 95% confidence interval [CI], 0.52-0.98; P = .04). Notably, there was a higher incidence of pressure sores in patients placed in the prone position (OR, 0.15; 95% CI, 0.09-0.20) compared to those in the supine position. However, there were no statistically significant differences in the occurrence of arrhythmias, unplanned extubation, or pneumothorax between the two positioning strategies.

CONCLUSIONS: Prone positioning offers potential benefits for patients with ARDS by reducing mortality rates. However, it is important to note that there is an associated risk of pressure sores. Further research and clinical consideration are needed to optimize the use of prone positioning in ARDS management.

PMID:37883774