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Introduction: This survey-based study investigates Greek patients' perceptions and attitudes towards generic drugs, aiming to identify factors influencing the acceptance and market penetration of generics in Greece. Despite the acknowledged cost-saving potential of generic medication, skepticism among patients remains a barrier to their widespread adoption. Methods: Between February 2017 and June 2021, a mixed-methods approach was employed, combining descriptive statistics with advanced machine learning models (Logistic Regression, Support Vector Machine, Random Forest, Gradient Boosting, and XGBoost) to analyze responses from 2,617 adult participants. The study focused on optimizing these models through extensive hyperparameter tuning to predict patient willingness to switch to a generic medication. Results: The analysis revealed healthcare providers as the primary information source about generics for patients. Significant differences in perceptions were observed across demographic groups, with machine learning models successfully identifying key predictors for the acceptance of generic drugs, including patient knowledge and healthcare professional influence. The Random Forest model demonstrated the highest accuracy and was selected as the most suitable for this dataset. Discussion: The findings underscore the critical role of informed healthcare providers in influencing patient attitudes towards generics. Despite the study's focus on Greece, the insights have broader implications for enhancing generic drug acceptance globally. Limitations include reliance on convenience sampling and self-reported data, suggesting caution in generalizing results. [ABSTRACT FROM AUTHOR]

Natural Functional Foods (NFFs) are unprocessed foods with proven health benefits beyond their nutritional value. The Mediterranean Diet (MD) and Mediterranean Lifestyle (MEDILIFE) are well known for their beneficial effects on health. Psychological Resilience (PsyR) is not only an important factor in human well-being; it is also regarded as a key indicator of mental health. The purpose of this study was to explore the relationship between NFFs and the MD and MEDILIFE in Greece, as well as their association with PsyR and other health-related parameters. In a cross-sectional design, 338 healthy adults participated voluntarily in an online research survey. There was a statistically significant association between the consumption of NFFs grown and produced in the Mediterranean region and the MD and MEDILIFE (p < 0.001). When the MD and MEDILIFE associated NFFs scores were summed up to form a 10-item scale (NAFFAME), the NAFFAME had a statistically significant positive correlation with PsyR (p < 0.001) and sleep quality (p < 0.05) and a negative correlation with body mass index (p < 0.001). There was also a statistically significant difference (p < 0.05) between the means of the NAFFAME score on different weight loss diet outcomes. Multinomial regression analysis identified the NAFFAME score as a prognostic factor in maintaining weight loss after a diet (OR: 1.119, 95% CI: 1.035, 1.208, p < 0.01 compared with no weight loss). This study identified NFFs as a part of the MD and MEDILIFE. NFFs linked to the MEDILIFE could help predict the outcome of a weight loss diet and appear to have a positive effect on PsyR, sleep quality, and maintaining a healthy weight. Thus, the consumption of NFFs grown and produced in the Mediterranean region could be a natural, healthy, and sustainable way of enhancing physical–mental health. Randomised controlled trials should be conducted to confirm the findings of this cross-sectional study. [ABSTRACT FROM AUTHOR]

This study aimed to explore the prevalence of overweight, obesity, and abdominal obesity, and define predictive factors of their occurrence among pre-adolescents in the region of Thrace, NE Greece. A secondary aim was to record physical activity at different times (schooldays, weekends, holidays) and explore associations with characteristics such as gender, overweight and obesity, and socio-demographic conditions. A cross-sectional study was conducted involving children aged 11–12 years. Participating children were measured for height, weight, and waist circumference, and their parents answered a questionnaire. In total, 1929 children were included. Prevalence of overweight was 31.5%, prevalence of obesity 17%, and only 1% of children were underweight. Abdominal obesity was detected in 20.3% of the sample. Overweight and obesity were more frequent in males, who also had higher mean values of Body Mass Index-for-age z-scores (BMIaz) and Waist-to-Height ratio (WtHR). Obesity rates were higher among those not participating in physical activities; however, no significant difference was observed between normal-weight, overweight and obese children in the time spent for organized athletic activities or free play. Logistic regression analysis showed that the probability for overweight/obesity was higher in boys (OR = 1.39, 95% CI = 1.16–1.66) and lower in children whose fathers had a higher educational level (OR = 0.75, 95% CI = 0.60–0.93). The probability for abdominal obesity was also higher in boys (OR = 1.37, 95% CI = 1.10–1.72) and lower in children participating at least one hour/day in an organized physical activity (compared to those with no physical activity (OR = 0.66, 95% CI = 0.51–0.85), and whose father was exercising at least 1–2 times/week (OR = 0.76, 95% CI = 0.591–0.98). In conclusion, the prevalence of overweight and obesity among pre-adolescents in NE Greece was estimated at 48.5%. This is associated with the male gender and not participating in physical activities. The educational level and exercise habits of the father (but not of the mother) affect the probability of obesity and abdominal obesity, respectively. [ABSTRACT FROM AUTHOR]

Type 2 diabetes mellitus is a serious health disorder with a global prevalence of 6059 cases per 100,000 in 2017. By analyzing real-world data, our study found an increasing prevalence of type 2 diabetes in Greece, with the peak being 7,40 individuals per 100,000 in 2016. [ABSTRACT FROM AUTHOR]

Background: Polypharmacy is a complex phenomenon with a number of negative effects. Objective: The aim of this study was to investigate the prevalence and characteristics of simple (6-10 medicines/person), major (> 11), and excessive (> 21) polypharmacy in patients aged ≥ 60 years in the suburban older age population of Greece. Methods: The prescribing records of 469 consecutive individuals, aged ≥ 60 years and with homogenous characteristics, who were clients of community pharmacies in two suburban areas of Greece (Athens and Thessaloniki) were examined over a period of 14 months. Medications used to treat chronic diseases were divided into 32 major categories and analyzed by age, sex, and medicine consumption. Results: Polypharmacy was identified in 56.5% of patient records, with 48.8% of records identifying simple polypharmacy and the remaining 7.7% identifying major polypharmacy, with no cases of excessive polypharmacy. An increased usage of chronic drug treatment was observed in the older age groups relative to younger age groups (70.8% of patients aged > 80 years received polypharmacy vs 52.8 and 47.6% of those aged 70-79 and 60-69 years, respectively). The use of polypharmacy did not differ significantly between sexes. The use of chronic disease medication was higher for polypharmacy patients in all drug categories. Conclusions: Polypharmacy in Greece, especially in older populations, still appears to be increasing, even in the era of e-prescriptions. [ABSTRACT FROM AUTHOR]

• Genotypic resistance-related mutations in HIV-1 disease are difficult to interpret. • Different algorithms are used to provide meaningful application into clinical context. • We found significant inter-algorithm discordances, especially for PIs and NNRTIs. • Matching the results of algorithms is critical to achieve optimized risk stratification. • Evidence from prospective studies is needed to assist in interpreting genotypic resistance. Genotypic resistance-related mutations in HIV-1 disease are often difficult to interpret. Different algorithms have been developed to provide meaningful application into clinical context. We aimed to compare, for the first time in Greece, the results of genotypic resistance derived from three interpretation algorithms. The sequences of 120 HIV 1-infected patients were tested for genotypic resistance to 19 antiretroviral (ARV) drugs (n = 2280 sequences). The interpretation results of Rega, ANRS and ViroSeq algorithms were compared. Complete concordance was found for 2/19 ARV drugs, namely lamivudine and emptricitabine. Concordance was high for nucleoside reverse transcriptase inhibitors (NRTIs) and low for protease inhibitors (PIs). In inter-algorithm pairs, agreement was high between Rega and ViroSeq (kappa = 0.701), especially by ARV class, namely NRTIs (k = 0.869) and NNRTIs (k = 0.562). The only exception was noted for rilpivirine, where agreement was higher between ANRS and Rega (k = 0.410) compared to other inter-algorithm pairs (k = 0.018−0.055). By contrast, for PIs all comparisons yielded concordance equivalent to chance (k = 0.000). Our exploratory analysis provided evidence of significant inter-algorithm discordances, especially for PIs and NNRTIs highlighting the importance of matching the results of different algorithms to achieve optimized risk stratification. Ongoing research could assist clinical physicians in interpreting complex genotypic resistance patterns. [ABSTRACT FROM AUTHOR]

Associations between subjective well-being (SWB) and dietary habits, employment status, and habitual activities are increasingly capturing the focus of researchers as well as policymakers worldwide. This study aimed to explore these associations in a sample of the population in Greece and Cyprus via an online survey. In total, 936 questionnaires (470: Cyprus, 466: Greece) were analyzed to study the associations between the Mediterranean Diet (MD) (using the 14-item MEDAS score, (14-MEDAS)), subjective well-being (SWB), and several socioeconomic factors. Key remarks of this survey highlight the positive impact of MD adherence on some well-being items. Namely, statistically significant differences were found on the following items: Satisfied with life ( p < 0.001), Life worthwhile ( p < 0.001), Feeling happy ( p < 0.001), worried ( p = 0.005), and depressed ( p = 0.001), when comparing Low MD adherence (14-MEDAS < 5) to High MD adherence (14-MEDAS > 10). Other lifestyle habits such as spending time with friends and family, spending time in nature, and habitual physical activity were associated with aspects of SWB such as Life satisfaction, Life worthwhile, Feeling happy, and energetic. The findings support adherence to the MD, since it is associated with higher life satisfaction and self-reported happiness in this sample and should be considered when developing health policies on well-being.

Background: Medicinal and aromatical plants (MAPs) have been historically used as traditional remedies in many cultures in Europe and globally. The aim of this study was to evaluate the use of MAPs in various health disorders in association to dietary habits and other lifestyle factors among residents in Thrace, NE Greece., Methods: Data were collected through anonymous and voluntary responses to a structured online questionnaire, via convenience (snowball) sampling., Results: The 561 responders (age: 39.7 ± 11.6 y) were mostly female (59.7%), with higher education (69.8%), working as state or private employees (55.4%), and having low/medium income (77.1%). Overall, more than 70% were using MAPs in various symptoms and common health disorders, such as chamomile against common cold and the flu. More than 20 different MAPs were being used in smaller frequencies against various conditions. Key contributing factors to the consumption of MAPs were sex (female over male), employment (employed vs. unemployed), education (higher education vs. lower) and higher Body Mass Index (overweight and obese vs. normal), while consumption of fruit, fish, and vegetables was mainly associated with the use of MAPs as common items of diet and in health disorders., Conclusions: The use of MAPs as part of the diet and as traditional remedy is present in the examined population, while particular choices seem to be affected by sociodemographic and lifestyle factors.