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Ardelean A, Balta DF, Neamtu C, Neamtu AA, Rosu M, Totolici B. Personalized and predictive strategies for diabetic foot ulcer prevention and therapeutic management: potential improvements through introducing Artificial Intelligence and wearable technology. Med Pharm Rep 2024; 97:419-428. [PMID: 39502767 PMCID: PMC11534384 DOI: 10.15386/mpr-2818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Accepted: 10/04/2024] [Indexed: 11/08/2024] Open
Abstract
Diabetic foot ulcers represent a serious and costly complication of diabetes, with significant morbidity and mortality. The purpose of this study was to explore advancements in Artificial Intelligence, and wearable technologies for the prevention and management of diabetic foot ulcers. Key findings indicate that Artificial Intelligence-driven predictive analytics can identify early signs of diabetic foot ulcers, enabling timely interventions. Wearable technologies, such as continuous glucose monitors, smart insoles, and temperature sensors, provide real-time monitoring and early warnings. These technologies promise to revolutionize diabetic foot ulcer prevention by offering personalized care plans and fostering a participatory healthcare model. However, the review also highlights challenges such as patient adherence, socioeconomic barriers, and the need for further research to validate these technologies' effectiveness. The integration of artificial intelligence and wearable technologies holds the potential to significantly improve diabetic foot ulcer outcomes, reduce healthcare costs, and provide a more proactive and personalized approach to diabetic care. Further investments in digital infrastructure, healthcare provider training, and addressing ethical considerations are essential for successful implementation.
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Affiliation(s)
- Andrei Ardelean
- 1st Surgery Clinic, Faculty of Medicine, “Vasile Goldis” West University, Arad, Romania
| | | | - Carmen Neamtu
- Clinical County Emergency Hospital of Arad, Romania
- Faculty of Dentistry, “Vasile Goldis” West University, Arad, Romania
| | - Adriana Andreea Neamtu
- Clinical County Emergency Hospital of Arad, Romania
- Department of Toxicology, “Victor Babes” University of Medicine and Pharmacy, Timisoara, Romania
- Research Centre for Pharmaco-Toxicological Evaluation, “Victor Babes” University of Medicine and Pharmacy, Timisoara, Romania
- Clinical County Hospital of Mureş, Târgu Mures, Romania
| | - Mihai Rosu
- 1st Surgery Clinic, Faculty of Medicine, “Vasile Goldis” West University, Arad, Romania
| | - Bogdan Totolici
- 1st Surgery Clinic, Faculty of Medicine, “Vasile Goldis” West University, Arad, Romania
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Engin A. Adiponectin Resistance in Obesity: Adiponectin Leptin/Insulin Interaction. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1460:431-462. [PMID: 39287861 DOI: 10.1007/978-3-031-63657-8_15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/19/2024]
Abstract
The adiponectin (APN) levels in obesity are negatively correlated with chronic subclinical inflammation markers. The hypertrophic adipocytes cause obesity-linked insulin resistance and metabolic syndrome. Furthermore, macrophage polarization is a key determinant regulating adiponectin receptor (AdipoR1/R2) expression and differential adiponectin-mediated macrophage inflammatory responses in obese individuals. In addition to decrease in adiponectin concentrations, the decline in AdipoR1/R2 messenger ribonucleic acid (mRNA) expression leads to a decrement in adiponectin binding to cell membrane, and this turns into attenuation in the adiponectin effects. This is defined as APN resistance, and it is linked with insulin resistance in high-fat diet-fed subjects. The insulin-resistant group has a significantly higher leptin-to-APN ratio. The leptin-to-APN ratio is more than twofold higher in obese individuals. An increase in expression of AdipoRs restores insulin sensitivity and β-oxidation of fatty acids via triggering intracellular signal cascades. The ratio of high molecular weight to total APN is defined as the APN sensitivity index (ASI). This index is correlated to insulin sensitivity. Homeostasis model of assessment (HOMA)-APN and HOMA-estimated insulin resistance (HOMA-IR) are the most suitable methods to estimate the metabolic risk in metabolic syndrome. While morbidly obese patients display a significantly higher plasma leptin and soluble (s)E-selectin concentrations, leptin-to-APN ratio, there is a significant negative correlation between leptin-to-APN ratio and sP-selectin in obese patients. When comparing the metabolic dysregulated obese group with the metabolically healthy obese group, postprandial triglyceride clearance, insulin resistance, and leptin resistance are significantly delayed following the oral fat tolerance test in the first group. A neuropeptide, Spexin (SPX), is positively correlated with the quantitative insulin sensitivity check index (QUICKI) and APN. APN resistance together with insulin resistance forms a vicious cycle. Despite normal or high APN levels, an impaired post-receptor signaling due to adaptor protein-containing pleckstrin homology domain, phosphotyrosine-binding domain, and leucine zipper motif 1 (APPL1)/APPL2 may alter APN efficiency and activity. However, APPL2 blocks adiponectin signaling through AdipoR1 and AdipoR2 because of the competitive inhibition of APPL1. APPL1, the intracellular binding partner of AdipoRs, is also an important mediator of adiponectin-dependent insulin sensitization. The elevated adiponectin levels with adiponectin resistance are compensatory responses in the condition of an unusual discordance between insulin resistance and APN unresponsiveness. Hypothalamic recombinant adeno-associated virus (rAAV)-leptin (Lep) gene therapy reduces serum APN levels, and it is a more efficient strategy for long-term weight maintenance.
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Affiliation(s)
- Atilla Engin
- Faculty of Medicine, Department of General Surgery, Gazi University, Besevler, Ankara, Turkey.
- Mustafa Kemal Mah. 2137. Sok. 8/14, 06520, Cankaya, Ankara, Turkey.
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Stakhneva EM, Kuzminykh NA, Scherbakova LV, Kashtanova EV, Polonskaya YV, Shramko VS, Garbuzova Striukova EV, Sadovski EV, Ragino YI. Metabolic Blood Hormones in Young People With Electrocardiographic Signs of Ischemic Myocardial Changes. KARDIOLOGIIA 2023; 63:4-11. [PMID: 38088107 DOI: 10.18087/cardio.2023.11.n2492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 07/10/2023] [Accepted: 07/27/2023] [Indexed: 12/18/2023]
Abstract
Aim To study changes in blood concentrations of metabolic hormones and adipocytokines in people aged 25-44 years with electrocardiographic (ECG) signs of ischemic changes in the myocardium.Material and methods This study was a part of a cross-sectional survey of a random sample of Novosibirsk population aged 25-44 years. The study included 1363 people divided into two groups: group 1, subjects with ECG signs of ischemic changes in the myocardium and group 2, subjects without ECG changes. Blood serum concentrations of adipocytokines and metabolic hormones were measured by multiplex assay on a Luminex MAGPIX flow-through fluorometer.Results The group with ECG signs of myocardial ischemia had higher blood concentrations of adiponectin, resistin, glucagon, and interleukin 6 (IL-6) than in the comparison group. A multivariate logistic regression analysis showed that the glucagon concentration was associated with the presence of ECG signs of myocardial ischemia (OR, 1.019; CI, 1.018-1.034; p=0.017).Conclusion In young people aged 25-44 years, higher blood concentrations of glucagon are associated with the presence of ECG signs of myocardial ischemia.
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Affiliation(s)
- E M Stakhneva
- Research Institute of Therapy and Preventive Medicine, Branch of the Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences
| | - N A Kuzminykh
- Research Institute of Therapy and Preventive Medicine, Branch of the Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences
| | - L V Scherbakova
- Research Institute of Therapy and Preventive Medicine, Branch of the Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences
| | - E V Kashtanova
- Research Institute of Therapy and Preventive Medicine, Branch of the Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences
| | - Ya V Polonskaya
- Research Institute of Therapy and Preventive Medicine, Branch of the Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences
| | - V S Shramko
- Research Institute of Therapy and Preventive Medicine, Branch of the Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences
| | - E V Garbuzova Striukova
- Research Institute of Therapy and Preventive Medicine, Branch of the Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences
| | - E V Sadovski
- Research Institute of Therapy and Preventive Medicine, Branch of the Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences
| | - Yu I Ragino
- Research Institute of Therapy and Preventive Medicine, Branch of the Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences
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Divella R, Gadaleta Caldarola G, Mazzocca A. Chronic Inflammation in Obesity and Cancer Cachexia. J Clin Med 2022; 11:2191. [PMID: 35456284 PMCID: PMC9027625 DOI: 10.3390/jcm11082191] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 04/08/2022] [Accepted: 04/12/2022] [Indexed: 12/14/2022] Open
Abstract
Chronic inflammation has long been linked to obesity and related conditions such as type 2 diabetes and metabolic syndrome. According to current research, the increased risk of cancer in people with certain metabolic diseases may be due to chronic inflammation. Adipocytokines, which are pro-inflammatory cytokines secreted in excess, are elevated in many chronic metabolic diseases. Cytokines and inflammatory mediators, which are not directly linked to DNA, are important in tumorigenesis. Cachexia, a type of metabolic syndrome linked to the disease, is associated with a dysregulation of metabolic pathways. Obesity and cachexia have distinct metabolic characteristics, such as insulin resistance, increased lipolysis, elevated free fatty acids (FFA), and ceramide levels, which are discussed in this section. The goal of this research project is to create a framework for bringing together our knowledge of inflammation-mediated insulin resistance.
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Affiliation(s)
- Rosa Divella
- ASD Nordic Walking Apulia Lifestyle, Corso Giuseppe Di Vittorio 14, 70024 Gravina in Puglia, Italy
| | | | - Antonio Mazzocca
- Interdisciplinary Department of Medicine, University of Bari School of Medicine, Piazza G. Cesare, 11, 70124 Bari, Italy
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Ragino YI, Shcherbakova LV, Oblaukhova VI, Polonskaya YV, Stakhneva EM, Kuzminykh NA, Kashtanova EV. Blood Adipokins in Young People with Early Ischemic Heart Disease on the Background of Abdominal Obesity. ACTA ACUST UNITED AC 2021; 61:32-38. [PMID: 33998406 DOI: 10.18087/cardio.2021.4.n1369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 11/06/2020] [Accepted: 11/24/2020] [Indexed: 11/18/2022]
Abstract
Aim To study blood adipokines spectrum in people aged 25-44 years with early ischemic heart disease (IHD), including that associated with abdominal obesity (AO).Material and methods A cross-sectional study was performed on a random sample of the population aged 25-44 years in Novosibirsk. 1457 subjects (653 men, 804 women) were evaluated. This study included 123 people divided into four study subgroups: subgroup 1, with IHD associated with AO (n=24); subgroup 2, with IHD and without AO (n=25); subgroup 3, without IHD and with AO (n=44); and subgroup 4, without either IHD or AO (n=30). Concentrations of serum adipokines were measured simultaneously by multiplex assay with a Luminex MAGPIX flow fluorometer and by immune enzyme assay with a MULTISCAN analyzer.Results Subjects with early IHD had lower blood concentrations of adipsin and visfatin than subjects without IHD. Subjects with early IHD associated with AO had higher blood concentrations of adipsin, plasminogen activator inhibitor-1, and leptin and lower concentrations of monocyte chemoattractant protein-1 (MCP-1) and visfatin compared to subjects with early IHD and without AO. The multivariate logistic regression analysis showed that lower blood concentrations of MCP-1 were associated with a likelihood of early IHD.Conclusion In young people aged 25-44 years, lower blood concentrations of MCP-1 were associated with a likelihood of early IHD, including that associated with AO.
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Affiliation(s)
- Yu I Ragino
- The Institute of Internal and Preventive Medicine - a branch of a federal publicly funded scientific institution, the federal research center Institute of Cytology and Genetics, Novosibirsk
| | - L V Shcherbakova
- The Institute of Internal and Preventive Medicine - a branch of a federal publicly funded scientific institution, the federal research center Institute of Cytology and Genetics, Novosibirsk
| | - V I Oblaukhova
- The Institute of Internal and Preventive Medicine - a branch of a federal publicly funded scientific institution, the federal research center Institute of Cytology and Genetics, Novosibirsk
| | - Ya V Polonskaya
- The Institute of Internal and Preventive Medicine - a branch of a federal publicly funded scientific institution, the federal research center Institute of Cytology and Genetics, Novosibirsk
| | - E M Stakhneva
- The Institute of Internal and Preventive Medicine - a branch of a federal publicly funded scientific institution, the federal research center Institute of Cytology and Genetics, Novosibirsk
| | - N A Kuzminykh
- The Institute of Internal and Preventive Medicine - a branch of a federal publicly funded scientific institution, the federal research center Institute of Cytology and Genetics, Novosibirsk
| | - E V Kashtanova
- The Institute of Internal and Preventive Medicine - a branch of a federal publicly funded scientific institution, the federal research center Institute of Cytology and Genetics, Novosibirsk
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The impact of prior day sleep and physical activity on the cortisol awakening response. Psychoneuroendocrinology 2021; 126:105131. [PMID: 33493753 DOI: 10.1016/j.psyneuen.2021.105131] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 12/29/2020] [Accepted: 01/13/2021] [Indexed: 12/14/2022]
Abstract
The cortisol awakening response (CAR) describes the increase in cortisol within the first 30-60 min after waking from nocturnal sleep, and is a common biomarker used within psychoneuroendocrinology, but the effect of sleep on the CAR is currently unclear. A previous study suggested that reported discrepancies may be due to other lifestyle behaviors such as physical activity; given the role of the CAR in energy regulation and preparation for the day, it is theoretically plausible that activity level would influence the CAR. However, no study has yet utilized objective monitoring of day-to-day sleep and physical activity to investigate potential effects on the CAR. This study aimed to test the hypotheses that either sleep duration or sleep quality would interact with the prior 24 h' physical activity to predict the CAR on the following morning. Salivary samples were collected from 85 young adults (mean = 19.1 years, SD = 1.89) immediately after waking from nocturnal sleep and again 30 min after waking; two complete and consecutive days were used. Participants wore accelerometers (ActiGraph, wGT3X-BT) throughout this phase of a larger study, which provided objective measures of sleep duration, number of awakenings, and amount of physical activity. Mixed-effects models with post-hoc regions of significance decompositions tested the hypothesized interaction effects. Results demonstrated a significant interaction between prior day sleep duration and physical activity predicting the next day CAR, wherein short sleep duration and high levels of physical activity resulted in an augmented CAR. Although more sleep clearly predicted a smaller next day CAR in main effect, this study provides additional support that sleep duration effects are also moderated by prior day physical activity. Both behavioral factors should be considered when assessing the CAR and the association between the CAR other psychoneuroendocrine outcomes.
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Rausch J, Gillespie S, Orchard T, Tan A, McDaniel JC. Systematic review of marine-derived omega-3 fatty acid supplementation effects on leptin, adiponectin, and the leptin-to-adiponectin ratio. Nutr Res 2020; 85:135-152. [PMID: 33482602 DOI: 10.1016/j.nutres.2020.11.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 10/22/2020] [Accepted: 11/10/2020] [Indexed: 12/13/2022]
Abstract
Increasing evidence suggests that adipokines, leptin and adiponectin, produced and secreted by adipocytes, are involved in regulating systemic inflammation and may be important targets for interventions to reduce the chronic systemic inflammation linked to some conditions common in aging (e.g., atherosclerosis). Lower leptin levels and higher adiponectin levels in peripheral circulation have been associated with less systemic inflammation. While some studies have shown that marine-derived omega-3 fatty acids (eicosapentaenoic acid [EPA] and/or docosahexaenoic acid [DHA]) have effects on leptin and adiponectin in the context of inflammation, the extent of their effects remain unclear. The purpose of this systematic review was to summarize findings from randomized, controlled trials that measured effects of EPA+DHA supplementation on circulating levels of leptin and adiponectin to determine the state of the science. PubMed, CINAHL, Web of Science, Scopus, and Cochrane Trials were searched up to June 2018 for studies meeting inclusion criteria. Thirty-one studies included in this review were conducted in 16 countries. Eighteen studies reported lower leptin and/or higher adiponectin levels with EPA+DHA supplementation versus placebo at study end point (9 reported statistically significant differences), but doses, supplementation duration, and population characteristics varied across studies. In 9 studies reporting significantly lower leptin and/or higher adiponectin levels the EPA+DHA dose was 0.52 to 4.2 g/day for 4 to 24 weeks. Additional studies are warranted which assess dose parameters and patient populations similar to studies reporting significant effects of EPA+DHA on leptin or adiponectin in order to evaluate the extent of reproducibility before recommending EPA+DHA as a therapy to target these adipokines.
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Affiliation(s)
- Jamie Rausch
- Indiana University Fort Wayne, School of Nursing, Fort Wayne, IN, 46805, USA.
| | | | - Tonya Orchard
- Ohio State University, College of Education and Human Ecology, Columbus, OH, 43210, USA
| | - Alai Tan
- Ohio State University, College of Nursing, Columbus, OH, 43210, USA
| | - Jodi C McDaniel
- Ohio State University, College of Nursing, Columbus, OH, 43210, USA
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Affiliation(s)
- Muhammet Gürdoğan
- Department of Cardiology, Trakya University School of Medicine, Edirne, Turkey
| | - Servet Altay
- Department of Cardiology, Trakya University School of Medicine, Edirne, Turkey
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Otelea MR, Streinu-Cercel A, Băicus C, Nitescu M. In Reply to Gürdoğan and Altay. Balkan Med J 2019; 36:299-299. [PMID: 31318188 PMCID: PMC6711246 DOI: 10.4274/balkanmedj.galenos.2019.2019.5.140-reply] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Affiliation(s)
| | - Adrian Streinu-Cercel
- Carol Davila University of Medicine and Pharmacy, Bucharest, Romania,Institute for Infectious Diseases ‘Matei Bals’, Bucharest, Romania
| | - Cristian Băicus
- Carol Davila University of Medicine and Pharmacy, Bucharest, Romania,Clinical Hospital Colentina, Bucharest, Romania
| | - Maria Nitescu
- Carol Davila University of Medicine and Pharmacy, Bucharest, Romania,Institute for Infectious Diseases ‘Matei Bals’, Bucharest, Romania
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