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Nevin Manimala Statistics

Mortality of alzheimer’s disease in Italy from 1980 to 2015

Neurol Sci. 2024 Oct 15. doi: 10.1007/s10072-024-07791-3. Online ahead of print.

ABSTRACT

OBJECTIVE: To evaluate mortality for Alzheimer’s Disease (AD) in Italy over more than three decades (1980-2015) and discuss the possible role of general and specific contributing factors.

METHODS: Mortality data were extracted by the Italian National Institute of Statistics: crude mortality rates were computed for sex and age, considering the whole country and its five main geographical sub-areas. Rates were standardized in two ways: directly (annual mortality rates AMRs) and indirectly (standardized mortality rates, SMRs). SMRs were then used to evaluate geographical differences; to study mortality trend, AMRs and joinpoint linear regression analysis were used.

RESULTS: Considering the entire period and the whole country, mortality rates were similar for females and males and for geographical regions, with the exception of the older age groups where mortality for AD in females slightly prevailed. In these older patients, a steep increase of mortality was seen starting from the current century. The increase in male mortality mirrored the national trend in North-West and Central Italy, but not in North-East, South, and the Islands, where it did not surge until the mid to late 1990s.

CONCLUSIONS: the general increase of mortality is in line with international data and it reflects the increasing prevalence of the disease, likely due to increasing longevity, and to improvements in diagnostic accuracy. In addition, the accuracy of death certificate compilation could account for both geographical and temporal differences. Currently available drugs for AD do not seem to have an impact on mortality rates.

PMID:39404919 | DOI:10.1007/s10072-024-07791-3

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Nevin Manimala Statistics

Effects of selected dietary supplements on migraine prophylaxis: A systematic review and dose-response meta-analysis of randomized controlled trials

Neurol Sci. 2024 Oct 15. doi: 10.1007/s10072-024-07794-0. Online ahead of print.

ABSTRACT

BACKGROUND: The existing evidence on the effect of dietary supplements for preventing migraines has generated conflicting results.

METHODS: We assessed alterations in migraine clinical features corresponding to the intake of dietary supplements. Our main outcomes included the frequency (number of attacks), duration (in hours), the severity (intensity) and the monthly migraine days. Using a dose-response meta-analysis, we estimated the dose-dependent impact. The certainty of evidence was evaluated using the GRADE tool.

RESULTS: Finally, twenty-two trials were included in the systematic review and meta-analysis. Magnesium supplementation reduced migraine attacks (mean difference (MD) = -2.51), severity (MD = -0.88), and the monthly migraine days (MD = -1.66) compared with the control group. CoQ10 decreased the frequency (MD = -1.73), severity (MD = -1.35), and duration of migraine (MD = -1.72). Riboflavin decreased attack frequency (MD = -1.34). Alpha-lipoic acid decreased attack frequency (MD = -1.24) and severity (MD = -0.38). Probiotics decreased the frequency (MD = -1.16), severity (MD = -1.07) and the monthly migraine days (MD = -3.02). Vitamin D reduced migraine frequency (MD = -1.69) and the monthly migraine days (MD = -2.41). In adults, compared with placebo, these supplements did not significantly affect other outcomes, and omega-3 supplementation did not yield a statistically significant reduction in any of these outcomes.

CONCLUSION: The use of certain dietary supplements has resulted in a significant decrease in migraine prophylaxis. Further clinical trials of high quality appear to be beneficial.

PMID:39404918 | DOI:10.1007/s10072-024-07794-0

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Nevin Manimala Statistics

Atomic-level mechanism in polycrystalline materials

Researchers show that for the first time they have achieved atomic-scale observations of grain rotation in polycrystalline materials. Using state-of-the-art microscopy tools, the scientists were able to heat samples of platinum nanocrystalline thin films and observe the mechanism driving grain rotation in unprecedented detail.
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Nevin Manimala Statistics

Researchers acquire and analyze data through AI network that predicts maize yield

Artificial intelligence (AI) is the buzz phrase of 2024. Though far from that cultural spotlight, scientists from agricultural, biological and technological backgrounds are also turning to AI as they collaborate to find ways for these algorithms and models to analyze datasets to better understand and predict a world impacted by climate change. Scientists have now demonstrated the capability of a recurrent neural network — a model that teaches computers to process data using long short-term memory — to predict maize yield from several remote sensing technologies and environmental and genetic data.
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Nevin Manimala Statistics

Research quantifying ‘nociception’ could help improve management of surgical pain

New statistical models based on rigorous physiological data from more than 100 surgeries provide objective, accurate measures of ‘nociception,’ the body’s subconscious perception of pain.
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Nevin Manimala Statistics

New data science tool greatly speeds up molecular analysis of our environment

A research team has developed a computational workflow for analyzing large data sets in the field of metabolomics, the study of small molecules found within cells, biofluids, tissues, and entire ecosystems.
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Nevin Manimala Statistics

Networks of Beliefs theory integrates internal and external dynamics

The beliefs we hold develop from a complex dance between our internal and external lives. A recent study uses well-known formalisms in statistical physics to model multiple aspects of belief-network dynamics. This multidimensional approach to modeling belief dynamics could offer new tools for tackling various real-world problems such as polarization or the spread of disinformation.
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Nevin Manimala Statistics

Motivators and barriers for studying podiatry in Australia and New Zealand: A mixed methods study

J Foot Ankle Res. 2024 Sep;17(3):e70004. doi: 10.1002/jfa2.70004.

ABSTRACT

BACKGROUND: Podiatry enrolments at Australian and New Zealand universities have decreased by 17.3% since 2015, which threatens the profession’s sustainability and the health and wellbeing of Australian and New Zealand people and communities. Reasons for this decline remain unclear due to insufficient evidence on factors influencing career choices. The overarching aim of this study was to identify motivators and barriers for studying podiatry in Australia and New Zealand.

METHODS: This study used a convergent mixed methods design. Students enrolled in (i) podiatry and (ii) relevant non-podiatry health, sport or science programs at nine Australian and one New Zealand university, were invited to participate in an online survey. First-year podiatry students were also invited to participate in an online workshop. Quantitative data were analysed using descriptive statistics and linear/logistic regression models. Three independent assessors used inductive thematic analysis for the qualitative data.

RESULTS: Overall, 278 podiatry students (mean age 24.9 ± 8.5 years, 65.1% female) and 553 non-podiatry students (mean age 24.8 ± 8.2 years, 75.4% female; 32.2% from physiotherapy and 29.1% from occupational therapy) responded to the survey. Interest in a health-related career, wanting to make a difference to people’s health, and opportunity to care for people from different backgrounds/age groups were key motivating factors among podiatry students. Barriers to studying podiatry were encountered by 28.1% of podiatry students. Thematic analysis identified seven themes concerning career choice, which are as follows: (i) awareness of profession and scope of practice; (ii) stereotypes and negative perceptions of the profession; (iii) awareness of career pathways; (iv) job prospects and earning potential; (v) working with people and building relationships; (vi) podiatry is not the first preference; and (vii) barriers which limit student enrolment.

CONCLUSIONS: There are a variety of factors that motivate and influence students to study podiatry, however, altruistic reasons are most highly rated. Allied health students have limited understanding of the scope of practice and career opportunities in podiatry. Additionally, the podiatry profession often faces negative stereotypes. Further work is required to reverse the negative stereotypes and perceptions of podiatry and build knowledge of the profession’s scope of practice, career pathways/opportunities, job prospects and earning potential.

PMID:39229789 | DOI:10.1002/jfa2.70004

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Nevin Manimala Statistics

Impact of a tracheal aspirate culture diagnostic test stewardship intervention in a tertiary care PICU

Infect Control Hosp Epidemiol. 2024 Sep 4:1-9. doi: 10.1017/ice.2024.105. Online ahead of print.

ABSTRACT

OBJECTIVE: To assess the impact of a diagnostic test stewardship intervention focused on tracheal aspirate cultures.

DESIGN: Quality improvement intervention.

SETTING: Tertiary care pediatric intensive care unit (PICU).

PATIENTS: Mechanically ventilated children admitted between 9/2018 and 8/2022.

METHODS: We developed and implemented a consensus guideline for obtaining tracheal aspirate cultures through a series of Plan-Do-Study-Act cycles. Change in culture rates and broad-spectrum antibiotic days of therapy (DOT) per 100 ventilator days were analyzed using statistical process control charts. A secondary analysis comparing the preintervention baseline (9/2018-8/2020) to the postintervention period (9/2020-8/2021) was performed using Poisson regression.

RESULTS: The monthly tracheal aspirate culture rate prior to the COVID-19 pandemic (9/2018-3/2020) was 4.6 per 100 ventilator days. A centerline shift to 3.1 cultures per 100 ventilator days occurred in 4/2020, followed by a second shift to 2.0 cultures per 100 ventilator days in 12/2020 after guideline implementation. In our secondary analysis, the monthly tracheal aspirate culture rate decreased from 4.3 cultures preintervention (9/2018-8/2020) to 2.3 cultures per 100 ventilator days postintervention (9/2020-8/2021) (IRR 0.52, 95% CI 0.47-0.59, P < 0.01). Decreases in tracheal aspirate culture use were driven by decreases in inappropriate cultures. Treatment of ventilator-associated infections decreased from 1.0 to 0.7 antibiotic courses per 100 ventilator days (P = 0.03). There was no increase in mortality, length of stay, readmissions, or ventilator-associated pneumonia postintervention.

CONCLUSION: A diagnostic test stewardship intervention was both safe and effective in reducing the rate of tracheal aspirate cultures and treatment of ventilator-associated infections in a tertiary PICU.

PMID:39229740 | DOI:10.1017/ice.2024.105

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Nevin Manimala Statistics

Effects of Local Anesthetics on Tissue Penetration Using Diode Lasers in Intraoral Tissues

Photobiomodul Photomed Laser Surg. 2024 Sep 4. doi: 10.1089/photob.2024.0005. Online ahead of print.

ABSTRACT

Objective: The purpose of this study was to demonstrate heat transfer within oral soft tissues using different lasers under the effect of local anesthetics (LA). Methods: Bovine tongue slices were placed in between two glass slides and at a distance from a thermographic camera. In total, 2-cm-long 240 incisions were made along the surface of the tissue parallel to glass slides and the camera capture field. Incisions were performed using 445-nm and infrared (IR) lasers (970 nm and 980 nm on a continuous wave at 2 W) with 320 µm-initiated (concentrated energy at the tip provided by a blue articulated paper and laser irradiation) and noninitiated (defused energy) fiber (30-sec irradiation period). LA was injected into the specimens before irradiation. The temperature changes in °C (ΔT) and vertical and lateral heat transfer (in mm) were recorded at 10-sec intervals for 30 sec, using thermographic images. The amount of lateral and vertical heat transfer was measured. A repeated analysis of variance statistical comparison test was used to analyze differences between the lateral (width) and the vertical (height) heat transfer for initiated and noninitiated lasers and different lasers. Results: The maximum ΔT in °C utilizing initiated tips of 970, 980, or 445 nm were 11.82 ± 3.46, 7.66 ± 3.24, and 18.94 ± 7.01 and using noninitiated tips were 8.27 ± 1.69, 8.87 ± 2.40, and 12.31 ± 8.65, respectively. Heat transfers (height/width) for initiated were 40.65 ± 10.40/90.65 ± 10.77 mm, 41.50 ± 11.83/83.95 ± 11.20 mm, and 33.70 ± 9.10/95.10 ± 11.17 mm and for noninitiated lasers were 52.95 ± 6.89/96.10 ± 11.17 mm, 47.75 ± 7.41/93.75 ± 14.96 mm, and 31.35 ± 11.40/75.20 ± 19.68 mm, respectively. A statistically significant difference was found between all lasers (p < 0.05) for initiated and noninitiated lasers (except for 970/980 nm for noninitiated lasers). Lower penetration depth (p < 0.05) at 445-nm diode and greater lateral heat spreading (p < 0.05) were identified under LA especially utilizing noninitiated tips without significant difference in IR lasers. Conclusions: LA might negatively influence soft tissues creating scattering when noninitiated tips are used and IR diode laser technology.

PMID:39229735 | DOI:10.1089/photob.2024.0005