Background: Many CpGs become hyper or hypo-methylated with age. Multiple methods have been developed by Horvath et al. to estimate DNA methylation (DNAm) age including Pan-tissue, Skin & Blood, PhenoAge, and GrimAge. Pan-tissue and Skin & Blood try to estimate chronological age in the normal population whereas PhenoAge and GrimAge use surrogate markers associated with mortality to estimate biological age and its departure from chronological age. Here, we applied Horvath's four methods to calculate and compare DNAm age in 499 subjects with type 1 diabetes (T1D) from the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) study using DNAm data measured by Illumina EPIC array in the whole blood. Association of the four DNAm ages with development of diabetic complications including cardiovascular diseases (CVD), nephropathy, retinopathy, and neuropathy, and their risk factors were investigated. Results: Pan-tissue and GrimAge were higher whereas Skin & Blood and PhenoAge were lower than chronological age (p < 0.0001). DNAm age was not associated with the risk of CVD or retinopathy over 18-20 years after DNAm measurement. However, higher PhenoAge (β = 0.023, p = 0.007) and GrimAge (β = 0.029, p = 0.002) were associated with higher albumin excretion rate (AER), an indicator of diabetic renal disease, measured over time. GrimAge was also associated with development of both diabetic peripheral neuropathy (OR = 1.07, p = 9.24E−3) and cardiovascular autonomic neuropathy (OR = 1.06, p = 0.011). Both HbA1c (β = 0.38, p = 0.026) and T1D duration (β = 0.01, p = 0.043) were associated with higher PhenoAge. Employment (β = − 1.99, p = 0.045) and leisure time (β = − 0.81, p = 0.022) physical activity were associated with lower Pan-tissue and Skin & Blood, respectively. BMI (β = 0.09, p = 0.048) and current smoking (β = 7.13, p = 9.03E−50) were positively associated with Skin & Blood and GrimAge, respectively. Blood pressure, lipid levels, pulse rate, and alcohol consumption were not associated with DNAm age regardless of the method used. Conclusions: Various methods of measuring DNAm age are sub-optimal in detecting people at higher risk of developing diabetic complications although some work better than the others.
is a lecturer and has a special interest in law, ethics and medicines management. Margaret Lascelles EdD, RNSchool of Healthcare, University of Leeds, UK Margaret Lascelles is a Senior Nursing Lecturer with learning and teaching and research interests nursing and decision making, mentorship and practice learning. Alan Pearman PhDCentre for Decision Research, Leeds University Business School, University of Leeds, UK Alan Pearman is Professor of Management Decision Analysis, working with the Centre for Decision Research at the University of Leeds. His recent research has concentrated on understanding and supporting the decision making of multi-stakeholder groups. Barbara Summers PhDCentre for Decision Research, Leeds University Business School, University of Leeds, UK Barbara Summers is a Senior Lecturer in Decision Making. Her research focuses on individual decision making, especially in financial and health related contexts. AbstractThe ability to exhibit sound judgement and decision making skills is a fundamental requirement of undergraduate nursing curricula. In order to acquire such skills, students need to develop critical thinking ability as well as an understanding of how judgements and decisions are reached in complex healthcare environments. The use of techniques such as problem based learning; simulation and feedback have been hypothesised to help with the development of critical thinking skills. In addition a curriculum that incorporates teaching on different ways in which judgements and decisions are reached can potentially help students identify how to avoid errors and mistakes in their clinical practice. Feedback has been shown to be a powerful tool to help with developing decision making skills; evidence for other approaches to teaching critical thinking and decision making skills is currently limited. This paper reviews theoretical concepts that provide a framework for decision making in nursing as well as methods by which it can be taught.
BackgroundAluminum-made settings are widely used in healthcare, schools, public facilities and transit systems. Frequently-touched surfaces of those settings are likely to harbour bacteria and be a potential source of infection. One method to utilize the effectiveness of copper (Cu) in eliminating pathogens for these surfaces would be to coat the aluminum (Al) items with a Cu coating. However, such a combination of Cu and Al metals is susceptible to galvanic corrosion because of their different electrochemical potentials.MethodsIn this work, a new approach was proposed in which electrolytic plasma oxidation (EPO) of Al was used to form an oxide surface layer followed by electroplating of Cu metal on the top of the oxide layer. The oxide was designed to function as a corrosion protective and biocompatible layer, and the Cu in the form of dots was utilized as an antibacterial material. The antibacterial property enhanced by superhydrophilicity of the Cu-dotted oxide coating was evaluated.ResultsA superhydrophilic surface was successfully prepared using electrolytic plasma oxidation of aluminum (Al) followed by electroplating of copper (Cu) in a Cu-dotted form. Both Cu plate and Cu-dotted oxide surfaces had excellent antimicrobial activities against E. coli ATCC 25922, methicillin-resistant Staphylococcus aureus (MRSA) ATCC 43300 and vancomycin-resistant Enterococcus faecium (VRE) ATCC 51299. However, its Cu-dotted surface morphology allowed the Cu-dotted oxide surface to be more antibacterial than the smooth Cu plate surface. The enhanced antibacterial property was attributed to the superhydrophilic behaviour of the Cu-dotted oxide surface that allowed the bacteria to have a more effective killing contact with Cu due to spreading of the bacterial suspension media.ConclusionThe superhydrophilic Cu-dotted oxide coating surface provided an effective method of controlling bacterial growth and survival on contact surfaces and thus reduces the risk of infection and spread of bacteria-related diseases particularly in moist or wet environments.
The Centers for Disease Control and Prevention (CDC) created a health communication marketing and promotion support system (support system) to help 10 CDC-funded national organizations (recipients) grow enrollment of underserved populations in the National Diabetes Prevention Program. This article describes the creation of a successful support system to increase the use of effective marketing approaches and key messaging. The support system was developed using a systematic approach. It included a needs assessment, audience research, marketing strategy identification, expert panel review, materials development, and dissemination guidance. Hands-on, individualized, and group end-user training and technical assistance was also included. Recipients received culturally and linguistically tailored marketing materials to support their specific priority audiences, as well as corresponding training on recommended dissemination methods. In in-depth key-informant interviews, staff from six recipients reported increased knowledge of local communities and audiences, efficacy and skills to conduct media interviews, capacity to identify and train champions and influencers, and greater community partner investments. With marketing support, 90% of recipients reported increased enrollment, of which 40% exceeded self-set targets and another 40% doubled or tripled their enrollment numbers. These findings indicate that a customized strategic health communication marketing and promotion support system presents a significant opportunity to help recipients increase enrollment in evidence-based interventions. Practitioners disseminating evidence-based interventions may consider a support system to increase program uptake.
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