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Felício JS, Araújo MAM, de Lemos GN, Fernandes IJ, Ruivo LO, Chambouleyron EDG, de Souza D'Albuquerque Silva L, Nunes CF, de Andrade Paes GM, de Melo FTC, Piani PPF, Motta ARB, Leal VSG, de Souza ACCB, de Queiroz NNM, Dos Santos MC, Felício KM, de Figueiredo PAB. Heart rate variability tests for diagnosing cardiovascular autonomic neuropathy in patients with type 2 diabetes mellitus in advanced stages of kidney disease. Cardiovasc Diabetol 2025; 24:144. [PMID: 40155989 PMCID: PMC11954263 DOI: 10.1186/s12933-025-02666-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2025] [Accepted: 02/25/2025] [Indexed: 04/01/2025] Open
Abstract
Cardiovascular Autonomic Neuropathy (CAN) is one of the most devastating complications of Diabetes Mellitus (DM) and presents high morbidity and mortality. Its association with diabetic kidney disease (DKD) worsens the condition even further. CAN diagnosis remains a challenge and is being based on reflex tests which are laborious, risky and difficult to perform. Heart Rate Variability (HRV) tests has been suggested as having high utility in diagnosing CAN, but this issue remains controversial. The aim is to evaluate the sensitivity and specificity of HRV tests to diagnose CAN in patients with type 2 diabetes mellitus (T2DM) and DKD with severely increased albuminuria. This is a cross-sectional study in patients with T2DM and DKD with severely increased albuminuria. A total of 48 subjects were recruited and underwent laboratory and neuropathy assessment. The diagnosis of CAN was first confirmed in 75% (36/48) of patients based on cardiovascular autonomic reflex tests (CARTs). HRV tests (VLF, LF, TP and SDNN) differed between groups with and without CAN (212 vs. 522 ms2, p = 0.024; 57 vs. 332 ms2, p = 0.025; 359.5 vs. 2733 ms2, p = 0.007; 20 vs. 48 ms, p = 0.012), respectively. The best cut-off points based on ROC curve were < 1,117 ms2, < 152.5 ms2, < 1,891 ms2 and < 46.5 ms, respectively. VLF and TP reached highest sensitivity values (97% and 92%) and F1 Score of 90%, while LF had best specificity (75%) and TP had best accuracy (85%). Our best model of serial algorithm using VLF as first screening test and TP in sequency obtained a sensitivity of 97% and accuracy of 90%, reducing in 90% the need to perform CARTs. Our findings suggest that it is possible to achieve high sensitivity and accuracy using an algorithm with VLF and TP parameters analyzed in series. It could enable a simpler and early diagnosis, avoiding CARTs complications.
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Affiliation(s)
- João Soares Felício
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil.
| | - Maria Antônia Matos Araújo
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Gabriela Nascimento de Lemos
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Isabel Jacob Fernandes
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Licia Oliveira Ruivo
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Ester da Gama Chambouleyron
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Lilian de Souza D'Albuquerque Silva
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Caroline Filgueira Nunes
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Gisely Mouta de Andrade Paes
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Franciane Trindade Cunha de Melo
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Pedro Paulo Freire Piani
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Ana Regina Bastos Motta
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Valéria Suênya Galvão Leal
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Ana Carolina Contente Braga de Souza
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Natercia Neves Marques de Queiroz
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Márcia Costa Dos Santos
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
| | - Karem Mileo Felício
- University Hospital João de Barros Barreto, Endocrinology Division, Federal University of Pará, Mundurucus Street, Guamá, Belém, 4487, 66073-000, Pará, Brazil
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Wu KY, Osman RM, Esomchukwu O, Marchand M, Nguyen BH, Tran SD. Advances in Regenerative Medicine, Cell Therapy, and 3D Bioprinting for Glaucoma and Retinal Diseases. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2025. [PMID: 40131702 DOI: 10.1007/5584_2025_854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 03/27/2025]
Abstract
Regenerative medicine, cell therapy, and 3D bioprinting represent promising advancements in addressing retinal and glaucomatous diseases. These conditions, including diabetic retinopathy (DR), age-related macular degeneration (AMD), inherited retinal degenerations (IRDs), and glaucomatous optic neuropathy, have complex pathophysiologies that involve neurodegeneration, oxidative stress, and vascular dysfunction. Despite significant progress in conventional therapies, including anti-VEGF injections, laser photocoagulation, and intraocular pressure (IOP)-lowering interventions, these approaches remain limited in reversing disease progression and restoring lost visual function.This chapter explores the potential of emerging regenerative therapies to fill these critical gaps. For retinal diseases, cell replacement strategies using human embryonic stem cells (hESCs), induced pluripotent stem cells (iPSCs), and mesenchymal stem cells (MSCs) have demonstrated encouraging outcomes in clinical trials, though challenges in delivery and long-term integration persist. Similarly, neuroprotective strategies and the use of retinal progenitor cells hold promise for preserving and restoring vision in degenerative retinal conditions. Advances in 3D bioprinting and retinal organoids further augment these efforts, offering innovative tools for disease modeling and therapy development.In glaucoma, regenerative approaches targeting trabecular meshwork (TM) dysfunction and retinal ganglion cell (RGC) loss are gaining traction. Stem cell-based therapies have shown potential in restoring TM functionality and providing neuroprotection, while innovative delivery systems and bioengineered platforms aim to enhance therapeutic efficacy and safety.This chapter provides an overview of the evolving landscape of regenerative therapies for retinal and glaucomatous diseases, highlighting current advancements, ongoing challenges, and future directions in the field. These approaches, while still emerging, hold the potential to transform the management of these complex ocular diseases.
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Affiliation(s)
- Kevin Y Wu
- Department of Surgery, Division of Ophthalmology, University of Sherbrooke, Sherbrooke, QC, Canada.
| | - Rahma M Osman
- Department of Medicine, School of Medicine, Queen's University, Kingston, ON, Canada
| | | | - Michael Marchand
- Department of Surgery, Division of Ophthalmology, University of Sherbrooke, Sherbrooke, QC, Canada
| | | | - Simon D Tran
- Faculty of Dental Medicine and Oral Health Sciences, McGill University, Montreal, QC, Canada
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Bober T, Garvin S, Krall J, Zupa M, Low C, Rosland AM. Examining How Adults With Diabetes Use Technologies to Support Diabetes Self-Management: Mixed Methods Study. JMIR Diabetes 2025; 10:e64505. [PMID: 40131316 DOI: 10.2196/64505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2024] [Revised: 01/25/2025] [Accepted: 02/24/2025] [Indexed: 03/26/2025] Open
Abstract
BACKGROUND Technologies such as mobile apps, continuous glucose monitors (CGMs), and activity trackers are available to support adults with diabetes, but it is not clear how they are used together for diabetes self-management. OBJECTIVE This study aims to understand how adults with diabetes with differing clinical profiles and digital health literacy levels integrate data from multiple behavior tracking technologies for diabetes self-management. METHODS Adults with type 1 or 2 diabetes who used ≥1 diabetes medications responded to a web-based survey about health app and activity tracker use in 6 categories: blood glucose level, diet, exercise and activity, weight, sleep, and stress. Digital health literacy was assessed using the Digital Health Care Literacy Scale, and general health literacy was assessed using the Brief Health Literacy Screen. We analyzed descriptive statistics among respondents and compared health technology use using independent 2-tailed t tests for continuous variables, chi-square for categorical variables, and Fisher exact tests for digital health literacy levels. Semistructured interviews examined how these technologies were and could be used to support daily diabetes self-management. We summarized interview themes using content analysis. RESULTS Of the 61 survey respondents, 21 (34%) were Black, 23 (38%) were female, and 29 (48%) were aged ≥45 years; moreover, 44 (72%) had type 2 diabetes, 36 (59%) used insulin, and 34 (56%) currently or previously used a CGM. Respondents had high levels of digital and general health literacy: 87% (46/53) used at least 1 health app, 59% (36/61) had used an activity tracker, and 62% (33/53) used apps to track ≥1 health behaviors. CGM users and nonusers used non-CGM health apps at similar rates (16/28, 57% vs 12/20, 60%; P=.84). Activity tracker use was also similar between CGM users and nonusers (20/33, 61% vs 14/22, 64%; P=.82). Respondents reported sharing self-monitor data with health care providers at similar rates across age groups (17/32, 53% for those aged 18-44 y vs 16/29, 55% for those aged 45-70 y; P=.87). Combined activity tracker and health app use was higher among those with higher Digital Health Care Literacy Scale scores, but this difference was not statistically significant (P=.09). Interviewees (18/61, 30%) described using blood glucose level tracking apps to personalize dietary choices but less frequently used data from apps or activity trackers to meet other self-management goals. Interviewees desired data that were passively collected, easily integrated across data sources, visually presented, and tailorable to self-management priorities. CONCLUSIONS Adults with diabetes commonly used apps and activity trackers, often alongside CGMs, to track multiple behaviors that impact diabetes self-management but found it challenging to link tracked behaviors to glycemic and diabetes self-management goals. The findings indicate that there are untapped opportunities to integrate data from apps and activity trackers to support patient-centered diabetes self-management.
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Affiliation(s)
- Timothy Bober
- Caring for Complex Chronic Conditions Research Center, Department of Medicine, Division of General Internal Medicine, University of Pittsburgh, Pittsburgh, PA, United States
- VA Pittsburgh Center for Health Equity Research and Promotion, Pittsburgh, PA, United States
| | - Sophia Garvin
- Caring for Complex Chronic Conditions Research Center, Department of Medicine, Division of General Internal Medicine, University of Pittsburgh, Pittsburgh, PA, United States
- VA Pittsburgh Center for Health Equity Research and Promotion, Pittsburgh, PA, United States
| | - Jodi Krall
- University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Margaret Zupa
- Caring for Complex Chronic Conditions Research Center, Department of Medicine, Division of General Internal Medicine, University of Pittsburgh, Pittsburgh, PA, United States
- VA Pittsburgh Center for Health Equity Research and Promotion, Pittsburgh, PA, United States
- Division of Endocrinology and Metabolism, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Carissa Low
- Mobile Sensing + Health Institute (MoSHI), Department of Medicine, Division of Hematology/Oncology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Ann-Marie Rosland
- Caring for Complex Chronic Conditions Research Center, Department of Medicine, Division of General Internal Medicine, University of Pittsburgh, Pittsburgh, PA, United States
- VA Pittsburgh Center for Health Equity Research and Promotion, Pittsburgh, PA, United States
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Shi S, Yang P, Liu X, Li Y, Yang C. Evidence Mapping of Clinical Practice Guideline Recommendations for Self-Management Strategies of Diabetic Foot Ulcers. Adv Wound Care (New Rochelle) 2025. [PMID: 40105907 DOI: 10.1089/wound.2024.0276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2025] Open
Abstract
Significance: Diabetic foot ulcer (DFU) is a common complication of diabetes, characterized by chronic, hard-to-heal wounds that can lead to serious infections and amputations. Effective self-management is crucial for treatment and prevention. Recent Advances: A comprehensive literature search was conducted across academic databases, clinical practice guideline (CPG) databases, and the websites of diabetes societies. The characteristics, recommendations, and evaluation criteria of the CPGs were extracted and organized using Excel. Four researchers independently assessed the methodological and reporting quality of the CPGs using the Appraisal of Guidelines Research and Evaluation II instrument and the Reporting Items for practice Guidelines in HealThcare checklist. Data were synthesized and visualized through evidence mapping to provide an overview of current guideline coverage and key recommendations. Critical Issues: This study included 13 CPGs and synthesized 46 recommendations. Self-management strategies for patients with DFU mainly involve health education, foot self-care, lifestyle change, comorbidity/symptom management, as well as follow-up and medical help-seeking. The identified CPGs were of mixed quality, with four classified as high quality. With respect to methodology, the CPGs performed well in scope and purpose (82.6%±10.9%) and clarity (80.77%±9.19%), but showed deficiencies in stakeholder involvement (52.8%; interquartile range [IQR]: 17.3%) and editorial independence (58.3%; IQR: 82.3%). For reporting quality, limitations were noted in transparency regarding review and quality assurance (18.75%; IQR: 100%), as well as funding and declaration of interests (12.5%; IQR: 32.82%). Future Directions: The evidence provided by CPGs for DFU self-management varied in strength, and some recommendations were inconsistent. The results adds to our knowledge and promotes the development of trustworthy CPGs on DFU. Further research is necessary to propose more evidence-based and high-quality recommendations.
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Affiliation(s)
- Shupeng Shi
- School of Nursing, Sun Yat-Sen University, Guangzhou, PR China
| | - Piaoyu Yang
- Emergency Department, Zhongshan Hospital of Fudan University, Shanghai, PR China
| | - Xingzhou Liu
- Department of Endocrinology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen Univeristy, Guangzhou, PR China
| | - Yongjie Li
- Department of Endocrinology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen Univeristy, Guangzhou, PR China
| | - Chuan Yang
- Department of Endocrinology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen Univeristy, Guangzhou, PR China
- Guang Dong Clinical Research Center for Metabolic Diseases, Guangzhou, PR China
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Tentolouris A, Stergioti A, Eleftheriadou I, Siafarikas C, Tsilingiris D. Screening tools for diabetic foot ulcers: a narrative review. Hormones (Athens) 2025; 24:71-83. [PMID: 39227550 DOI: 10.1007/s42000-024-00598-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Accepted: 08/26/2024] [Indexed: 09/05/2024]
Abstract
The prevalence of diabetic foot ulcers (DFUs) is 4 to 10% among people with diabetes mellitus. DFUs are associated with increased morbidity and mortality as well as reduced quality of life and have a significant impact on overall healthcare expenditure. The main predisposing factors for DFU are diabetic neuropathy, peripheral arterial disease, and trauma. The fact that a range of tests can be used to identify patients at risk for DFU often causes confusion among practitioners regarding which screening tests should be implemented in clinical practice. Herein we sought to determine whether tests of somatic nerve function, such as pinprick sensation, thermal (cold/hot) test, ankle reflexes, vibration perception, 10-g monofilament, Ipswich touch test, neuropathy disability score, and nerve conduction studies, predict the development of DFUs. In addition, we examined whether sudomotor function screening tests, such as Neuropad, sympathetic skin response, and other tests, such as elevated plantar pressure or temperature measurements, can be used for DFU screening. If not treated properly, DFUs can have serious consequences, including amputation, early detection and treatment are vital for patient outcomes.
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Affiliation(s)
- Anastasios Tentolouris
- First Department of Propaedeutic Internal Medicine and Diabetes Center, School of Medicine, National and Kapodistrian University of Athens, Laiko General Hospital, 17 Agiou Thoma Street, Athens, 11527, Greece.
| | - Anastasia Stergioti
- First Department of Propaedeutic Internal Medicine and Diabetes Center, School of Medicine, National and Kapodistrian University of Athens, Laiko General Hospital, 17 Agiou Thoma Street, Athens, 11527, Greece
| | - Ioanna Eleftheriadou
- First Department of Propaedeutic Internal Medicine and Diabetes Center, School of Medicine, National and Kapodistrian University of Athens, Laiko General Hospital, 17 Agiou Thoma Street, Athens, 11527, Greece
| | - Christos Siafarikas
- First Department of Propaedeutic Internal Medicine and Diabetes Center, School of Medicine, National and Kapodistrian University of Athens, Laiko General Hospital, 17 Agiou Thoma Street, Athens, 11527, Greece
| | - Dimitrios Tsilingiris
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thracae, Dragana, Alexandroupolis, 68100, Greece
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Svendsen OL, Jansen RB. Does Improvement of Glycemic Control Cause Acute Charcot Foot in Patients with Diabetes? Exp Clin Endocrinol Diabetes 2025; 133:120-132. [PMID: 39842459 PMCID: PMC11903110 DOI: 10.1055/a-2498-6826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 12/02/2024] [Indexed: 01/24/2025]
Abstract
Recent studies have suggested that improved glycemic control in patients with diabetes may cause acute Charcot foot. To conduct a narrative review of studies investigating whether improved glycemic control in patients with diabetes causes acute Charcot foot.Publications found by searching PubMed, EMBASE, and Cochrane Library as well as reference lists of identified publications were reviewed.Very few publications were found, primarily consisting of case reports and case studies without control groups, documenting instances where cases of acute Charcot foot had been preceded by improved glycemic control. Recent large multicenter randomized placebo-controlled clinical trials of anti-hyperglycemic agents in patients with diabetes, where significant improvement of glycemic control occurred, have not reported incidences of acute Charcot foot.There is so far no solid evidence to suggest that improvement of glycemic control in patients with diabetes causes acute Charcot foot.
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Affiliation(s)
- Ole Lander Svendsen
- Department of Endocrinology, Copenhagen Diabetes Foot
Center, Bispebjerg Frederiksberg University Hospital, Copenhagen,
Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen,
Denmark
| | - Rasmus Bo Jansen
- Department of Endocrinology, Copenhagen Diabetes Foot
Center, Bispebjerg Frederiksberg University Hospital, Copenhagen,
Denmark
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Nimri R, Phillip M, Clements MA, Kovatchev B. Closed-Loop, Artificial Intelligence-Based Decision Support Systems, and Data Science. Diabetes Technol Ther 2025; 27:S64-S78. [PMID: 40094498 DOI: 10.1089/dia.2025.8805.rev] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Affiliation(s)
- Revital Nimri
- Diabetes Technology Center, Jesse Z and Sara Lea Shafer Institute for Endocrinology and Diabetes, Schneider Children's Medical Center of Israel, Petah Tikva, Israel
- Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Moshe Phillip
- Diabetes Technology Center, Jesse Z and Sara Lea Shafer Institute for Endocrinology and Diabetes, Schneider Children's Medical Center of Israel, Petah Tikva, Israel
- Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Mark A Clements
- Division of Pediatric Endocrinology, Children's Mercy Hospitals and Clinics, Kansas City, MO
| | - Boris Kovatchev
- Center for Diabetes Technology, School of Medicine, University of Virginia, Charlottesville, VA
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Tsushima Y, Galloway N. Glycemic Targets and Prevention of Complications. J Clin Endocrinol Metab 2025; 110:S100-S111. [PMID: 39998919 DOI: 10.1210/clinem/dgae776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Indexed: 02/27/2025]
Abstract
CONTEXT Complications of diabetes mellitus have significant impacts on morbidity, mortality, quality of life, and health costs for individuals. Setting and achieving glycemic targets to prevent these complications is a top priority when managing diabetes. However, patients often already have complications when diagnosed with diabetes mellitus. Therefore, methods to prevent disease progression become a crucial component of diabetes management. The purpose of this article is to review glycemic targets and methods of screening and managing diabetes-related complications. EVIDENCE ACQUISITION A PubMed review of the literature pertaining to diabetes mellitus, glycemic targets, microvascular complications, and macrovascular complications was conducted. We reviewed articles published between 1993 and 2024. Guidelines published by nationally recognized organizations in the fields of diabetes, nephrology, and cardiology were referenced. Public health statistics obtained by the Center for Disease Control and Prevention and the National Kidney Foundation were used. EVIDENCE SYNTHESIS Achieving glycemic targets and screening for diabetes-related complications at appropriate intervals remains the key factor for early detection and intervention. An algorithmic approach to glycemic management based on individual risk factors is beneficial in choosing pharmacotherapy. CONCLUSION The consequences of diabetes-related complications can be detrimental. However, achieving and maintaining glycemic targets combined with diligent screening, reduction of risk factors, and prompt treatment can halt disease progression.
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Affiliation(s)
- Yumiko Tsushima
- Department of Internal Medicine, University Hospitals Cleveland Medical Center, Diabetes and Metabolic Care Center, Cleveland, OH 44106, USA
| | - Nicholas Galloway
- Department of Internal Medicine, University Hospitals Cleveland Medical Center, Diabetes and Metabolic Care Center, Cleveland, OH 44106, USA
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Liu TA, Wolf RM. Autonomous Artificial Intelligence for Diabetic Eye Disease Testing Improves Access and Equity in the Pediatric and Adult Populations: The Johns Hopkins Medicine Experience. Diabetes Spectr 2025; 38:19-22. [PMID: 39959516 PMCID: PMC11825398 DOI: 10.2337/dsi24-0016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/18/2025]
Abstract
This article discusses the implementation and impact of autonomous artificial intelligence (AI) systems for diabetic eye disease testing at the Johns Hopkins Medicine health system, highlighting improvements in screening rates, access to care, and health equity for underserved populations. The AI technology has been effective in both adult and pediatric populations and has reduced disparities and increased follow-up with eye care professionals. While considering the challenges and successes of this approach, this article also highlights the potential long-term impact of AI systems in improving visual health outcomes for people with diabetes in diverse health care settings.
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Affiliation(s)
- T.Y. Alvin Liu
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Risa M. Wolf
- Division of Endocrinology, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
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Mackay K, Thompson R, Parker M, Pedersen J, Kelly H, Loynd M, Giffen E, Baker A. The role of hyperbaric oxygen therapy in the treatment of diabetic foot ulcers - A literature review. J Diabetes Complications 2025; 39:108973. [PMID: 39970800 DOI: 10.1016/j.jdiacomp.2025.108973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2024] [Revised: 02/10/2025] [Accepted: 02/12/2025] [Indexed: 02/21/2025]
Abstract
Diabetic Foot Ulcers (DFUs) are chronic foot wounds, in a person with diabetes, which are associated with peripheral arterial insufficiency and/or peripheral neuropathy of the lower limb. Recent UK audit figures report that approximately 50-60 % of DFUs remain unhealed after 12 weeks. Previous research has suggested that ischaemia plays a key role in the pathophysiology of many chronic wounds, including DFUs. For this reason, hyperbaric oxygen therapy (HOT) has been investigated. The study aimed to investigate 1) Current understanding of the physiology of normal wound healing and the pathological mechanisms that occur in DFUs to interrupt these processes; 2) Effectiveness of current DFU treatment approaches; 3) Effectiveness from clinical trials and meta-analyses for any demonstrated therapeutic benefits of HOT in the treatment of DFUs, 4) Patient selection criteria for HOT, and patients who stand to benefit most from treatment. The review found that wound healing is a complex process, involving many cells and signalling molecules, and it remains incompletely understood. However, current evidence suggests that hyperglycaemia, hypoxia, chronic inflammation (due to infection, immune-cell dysfunction or other causes), peripheral neuropathy, and macro- and micro-vascular dysfunction may all adversely affect DFU healing. The review found that current NICE guidelines do not approve HOT therapy in the UK for DFU's, despite encouraging clinical research findings. HOT shows theoretical promise and has been successfully used in the treatment of individual DFUs for several decades. Despite this, there remains a lack of strong clinical evidence of benefits to encourage HOT's wider use. The review found that there were four important patient selection criteria for HOT treatment, including glycaemic control, possible contraindications and complications associated with treatment, ulcer severity and resistance to first and second line treatments. The review concluded that further high-quality clinical research is needed to improve the evidence base.
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Affiliation(s)
- Ken Mackay
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB25 2ZD, Scotland, United Kingdom
| | - Rhiannon Thompson
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB25 2ZD, Scotland, United Kingdom
| | - Matthew Parker
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB25 2ZD, Scotland, United Kingdom.
| | - James Pedersen
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB25 2ZD, Scotland, United Kingdom
| | - Hayden Kelly
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB25 2ZD, Scotland, United Kingdom
| | - Mairi Loynd
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB25 2ZD, Scotland, United Kingdom
| | - Emily Giffen
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB25 2ZD, Scotland, United Kingdom
| | - Angus Baker
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB25 2ZD, Scotland, United Kingdom
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Beals D, Simon L, Rogers F, Pogroszewski S. Revolutionizing Diabetic Retinopathy Screening: Integrating AI-Based Retinal Imaging in Primary Care. JOURNAL OF CME 2025; 14:2437294. [PMID: 39776444 PMCID: PMC11703125 DOI: 10.1080/28338073.2024.2437294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 11/21/2024] [Accepted: 11/27/2024] [Indexed: 01/11/2025]
Abstract
Diabetic retinopathy (DR) is a public health issue affecting millions in the United States and Europe. However, despite strong recommendations for screening at regular intervals by many professional societies, including the American Diabetes Association and the American Academy of Ophthalmology, screening rates remain suboptimal, with only 50-70% of patients with diabetes adhering to recommended annual eye exams. Barriers to screening include lack of awareness, socioeconomic factors, health care system fragmentation, and workforce shortages, among others. Artificial intelligence (AI)-based retinal screening tools offer promising solutions to improve DR detection in primary care settings. We describe a quality improvement and continuing medical education programme, starting in 2020, which has so far deployed 198 AI-equipped cameras in 5 health systems, covering approximately 151,000 patients with diabetes. To date, over 20,000 screenings were completed, with more than mild DR detected in more than 3,450 people, leading to specialist referrals for follow-up care. Notably, negative screenings potentially represent deferred specialist care. While AI adoption in healthcare presents challenges, its potential benefits in improving patient care and optimising resources are significant. Integrating AI-based DR screening with a comprehensive education and process improvement initiative in primary care practices warrants serious consideration, promising to enhance patient outcomes.
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Oliveira S, Guimarães P, Campos EJ, Fernandes R, Martins J, Castelo-Branco M, Serranho P, Matafome P, Bernardes R, Ambrósio AF. Retinal OCT-Derived Texture Features as Potential Biomarkers for Early Diagnosis and Progression of Diabetic Retinopathy. Invest Ophthalmol Vis Sci 2025; 66:7. [PMID: 39760689 PMCID: PMC11717131 DOI: 10.1167/iovs.66.1.7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Accepted: 11/29/2024] [Indexed: 01/07/2025] Open
Abstract
Purpose Diabetic retinopathy (DR) is usually diagnosed many years after diabetes onset. Indeed, an early diagnosis of DR remains a notable challenge, and, thus, developing novel approaches for earlier disease detection is of utmost importance. We aim to explore the potential of texture analysis of optical coherence tomography (OCT) retinal images in detecting retinal changes in streptozotocin (STZ)-induced diabetic animals at "silent" disease stages when early retinal molecular and cellular changes that cannot be clinically detectable are already occurring. Methods Volume OCT scans and electroretinograms were acquired before and 1, 2, and 4 weeks after diabetes induction. Automated OCT image segmentation was performed, followed by retinal thickness and texture analysis. Blood-retinal barrier breakdown, glial reactivity, and neuroinflammation were also assessed. Results Type 1 diabetes induced significant early changes in several texture metrics. At week 4 of diabetes, autocorrelation, correlation, homogeneity, information measure of correlation II (IMCII), inverse difference moment normalized (IDN), inverse difference normalized (INN), and sum average texture metrics decreased in all retinal layers. Similar effects were observed for correlation, homogeneity, IMCII, IDN, and INN at week 2. Moreover, the values of those seven-texture metrics described above decreased throughout the disease progression. In diabetic animals, subtle retinal thinning and impaired retinal function were detected, as well as an increase in the number of Iba1-positive cells (microglia/macrophages) and a subtle decrease in the tight junction protein immunoreactivity, which did not induce any physiologically relevant effect on the blood-retinal barrier. Conclusions The effects of diabetes on the retina can be spotted through retinal texture analysis in the early stages of the disease. Changes in retinal texture are concomitant with biological retinal changes, thus unlocking the potential of texture analysis for the early diagnosis of DR. However, this requires to be proven in clinical studies.
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Affiliation(s)
- Sara Oliveira
- University of Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, Coimbra, Portugal
- University of Coimbra, Center for Innovative Biomedicine and Biotechnology (CIBB), Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal
| | - Pedro Guimarães
- Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal
- University of Coimbra, Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), Coimbra, Portugal
- University of Coimbra, Faculty of Medicine (FMUC), Coimbra, Portugal
| | - Elisa Julião Campos
- University of Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, Coimbra, Portugal
- University of Coimbra, Center for Innovative Biomedicine and Biotechnology (CIBB), Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal
- University of Coimbra, Chemical Engineering and Renewable Resources for Sustainability (CERES), Department of Chemical Engineering (DEQ), Faculty of Sciences and Technology (FCTUC), Coimbra, Portugal
- University of Coimbra, Center for Neuroscience and Cell Biology (CNC-UC), Coimbra, Portugal
| | - Rosa Fernandes
- University of Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, Coimbra, Portugal
- University of Coimbra, Center for Innovative Biomedicine and Biotechnology (CIBB), Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal
- University of Coimbra, Institute of Pharmacology and Experimental Therapeutics, Faculty of Medicine, Coimbra, Portugal
| | - João Martins
- University of Coimbra, Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), Coimbra, Portugal
| | - Miguel Castelo-Branco
- Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal
- University of Coimbra, Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), Coimbra, Portugal
- University of Coimbra, Faculty of Medicine (FMUC), Coimbra, Portugal
| | - Pedro Serranho
- University of Coimbra, Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), Coimbra, Portugal
- Universidade Aberta, Department of Sciences and Technology, Lisbon, Portugal
| | - Paulo Matafome
- University of Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, Coimbra, Portugal
- University of Coimbra, Center for Innovative Biomedicine and Biotechnology (CIBB), Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal
- University of Coimbra, Institute of Physiology, Faculty of Medicine, Coimbra, Portugal
- Polytechnic University of Coimbra, Health and Technology Research Center (H&TRC), Coimbra Health School (ESTeSC), Coimbra, Portugal
| | - Rui Bernardes
- Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal
- University of Coimbra, Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), Coimbra, Portugal
- University of Coimbra, Faculty of Medicine (FMUC), Coimbra, Portugal
| | - António Francisco Ambrósio
- University of Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, Coimbra, Portugal
- University of Coimbra, Center for Innovative Biomedicine and Biotechnology (CIBB), Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal
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Ayers AT, Ho CN, Kerr D, Cichosz SL, Mathioudakis N, Wang M, Najafi B, Moon SJ, Pandey A, Klonoff DC. Artificial Intelligence to Diagnose Complications of Diabetes. J Diabetes Sci Technol 2025; 19:246-264. [PMID: 39578435 DOI: 10.1177/19322968241287773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2024]
Abstract
Artificial intelligence (AI) is increasingly being used to diagnose complications of diabetes. Artificial intelligence is technology that enables computers and machines to simulate human intelligence and solve complicated problems. In this article, we address current and likely future applications for AI to be applied to diabetes and its complications, including pharmacoadherence to therapy, diagnosis of hypoglycemia, diabetic eye disease, diabetic kidney diseases, diabetic neuropathy, diabetic foot ulcers, and heart failure in diabetes.Artificial intelligence is advantageous because it can handle large and complex datasets from a variety of sources. With each additional type of data incorporated into a clinical picture of a patient, the calculation becomes increasingly complex and specific. Artificial intelligence is the foundation of emerging medical technologies; it will power the future of diagnosing diabetes complications.
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Affiliation(s)
| | - Cindy N Ho
- Diabetes Technology Society, Burlingame, CA, USA
| | - David Kerr
- Center for Health Systems Research, Sutter Health, Santa Barbara, CA, USA
| | - Simon Lebech Cichosz
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | | | - Michelle Wang
- University of California, San Francisco, San Francisco, CA, USA
| | - Bijan Najafi
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA
- Center for Advanced Surgical and Interventional Technology (CASIT), Department of Surgery, Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Sun-Joon Moon
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kangbuk Samsung Hospital, School of Medicine, Sungkyunkwan University, Seoul, Republic of Korea
| | - Ambarish Pandey
- Division of Cardiology and Geriatrics, Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX, USA
| | - David C Klonoff
- Diabetes Technology Society, Burlingame, CA, USA
- Diabetes Research Institute, Mills-Peninsula Medical Center, San Mateo, CA, USA
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14
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Gyldenkerne C, Olesen KKW, Thrane PG, Hansen MK, Stødkilde-Jørgensen N, Sørensen HT, Thomsen RW, Maeng M. Trends in Peripheral Artery Disease, Lower-Extremity Revascularization, and Lower-Extremity Amputation in Incident Type 2 Diabetes: A Danish Population-Based Cohort Study. Diabetes Care 2025; 48:76-83. [PMID: 39546433 DOI: 10.2337/dc24-1644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 10/11/2024] [Indexed: 11/17/2024]
Abstract
OBJECTIVE To examine trends in peripheral artery disease (PAD), lower-extremity (LE) revascularization, and LE amputation in patients with incident type 2 diabetes. RESEARCH DESIGN AND METHODS This cohort study included patients in Denmark diagnosed with type 2 diabetes in 1996-2015 and followed until 2020. Patients were age and sex matched with as many as three general population individuals. Outcomes comprised 5-year cumulative incidences of first-time PAD, LE revascularization, and LE amputation. Age- and sex-adjusted hazard ratios (aHRs) were computed using Cox regression. RESULTS The cohort comprised 349,454 patients with incident type 2 diabetes (53% male; median age 62 years) and 1,025,054 general population individuals. Among patients with diabetes, decreases in 5-year cumulative incidence of PAD (from 6.2 to 3.4%; aHR 0.55 [95% CI 0.52-0.57]), LE revascularization (from 0.8 to 0.6%; aHR 0.80 [95% CI 0.71-0.90]), and LE amputation (from 1.0 to 0.4%; aHR 0.45 [95% CI 0.40-0.51]) occurred from 1996-2000 to 2011-2015. LE amputation decreased at all amputation levels (hip/thigh, knee/lower leg, and ankle/foot/toe) during the study period. In the general population, 5-year cumulative incidence remained stable (1.2-1.5% for PAD, ∼0.4% for LE revascularization, and ∼0.2% for LE amputation). However, the relative rates of all outcomes were two- to threefold higher in patients with diabetes than matched individuals in 2011-2015. CONCLUSIONS In recent decades, the cumulative incidence of LE complications substantially decreased in patients with incident type 2 diabetes while remaining stable in the general population.
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Affiliation(s)
- Christine Gyldenkerne
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Epidemiology, Aarhus University and Aarhus University Hospital, Aarhus, Denmark
| | - Kevin K W Olesen
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | - Pernille G Thrane
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | - Malene K Hansen
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | | | - Henrik T Sørensen
- Department of Clinical Epidemiology, Aarhus University and Aarhus University Hospital, Aarhus, Denmark
| | - Reimar W Thomsen
- Department of Clinical Epidemiology, Aarhus University and Aarhus University Hospital, Aarhus, Denmark
| | - Michael Maeng
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
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Varghese JS, Ravi Kumar V, Bartelt J, Hendrick AM, Pasquel FJ. The Role of Urban Residence, Race and Ethnicity, and Glycemic Control in Receiving Standards of Care and Progression to Vision-Threatening Diabetic Retinopathy. Diabetes Care 2025; 48:29-37. [PMID: 39388377 PMCID: PMC11695963 DOI: 10.2337/dci24-0024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Accepted: 07/31/2024] [Indexed: 10/12/2024]
Abstract
OBJECTIVE Among patients with diabetes living in the U.S. with newly detected mild or moderate nonproliferative diabetic retinopathy (NPDR) without diabetic macular edema (DME), we aimed to characterize determinants for receiving standards of care and progression to vision-threatening diabetic retinopathy (VTDR) (severe NPDR, proliferative diabetic retinopathy, DME). RESEARCH DESIGN AND METHODS Electronic health records of patients newly detected with NPDR without DME between 2015 and 2023 were analyzed with use of the Epic Cosmos research platform. We characterized the adjusted associations of urban versus rural residence, race and ethnicity (Hispanic, non-Hispanic [NH] White, NH Black, other), and glycemic control (HbA1c <7.0%, 7.0%-8.9%, ≥9%, unavailable) separately with guideline-recommended care (two of three: ophthalmology visit, primary care visit, and measurement of HbA1c, blood pressure, and LDL cholesterol) in the 2 years after diagnosis and with progression to VTDR. RESULTS Average (SD) age for the analytic sample (n = 102,919) was 63 (13.5) years, and 51% were female, 59% NH White, and 7% rural residents. Only 40% received guideline-recommended care, and 14% progressed to VTDR (median follow-up 35 months [interquartile range 18-63]). Urban residence was associated with receiving standards of care in both years (risk ratio 1.08 [95% CI 1.05-1.12]) and progression to VTDR (hazard ratio 1.07 [95% CI 0.99-1.15]). Racial and ethnic minority individulas were more likely to progress to VTDR. Individuals with poor or unknown glycemic control were less likely to receive standards of care and more likely to progress to VTDR. CONCLUSIONS Understanding the management and progression of newly detected NPDR will require disentangling the independent and interdependent contributions of geography, race and ethnicity, and glycemia.
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Affiliation(s)
- Jithin Sam Varghese
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA
- Emory Global Diabetes Research Center, Robert W. Woodruff Health Sciences Center, Emory University, Atlanta, GA
| | | | - Jackson Bartelt
- Emory College of Arts and Sciences, Emory University, Atlanta, GA
| | - Andrew M. Hendrick
- Department of Ophthalmology, Emory Eye Center, Emory University School of Medicine, Atlanta, GA
| | - Francisco J. Pasquel
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA
- Emory Global Diabetes Research Center, Robert W. Woodruff Health Sciences Center, Emory University, Atlanta, GA
- Division of Endocrinology, Department of Medicine, Emory University School of Medicine, Atlanta, GA
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16
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Zhang J, Luo Z, Zhang J, Zhang R, Liu X, Wang J, He S, Wang J, Chen D, Chen C, Wang J, Chen S, Xu J. Association between sensitivity to thyroid hormone indices and type 2 diabetic microvascular complications in euthyroid patients. Sci Rep 2024; 14:31079. [PMID: 39730670 DOI: 10.1038/s41598-024-82028-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 12/02/2024] [Indexed: 12/29/2024] Open
Abstract
The correlation between thyroid hormone (TH) sensitivity and microvascular complications of type 2 diabetes mellitus (T2DM) remains uncertain. This study aimed to explore the association between TH sensitivity and the risk of diabetic kidney disease (DKD), diabetic retinopathy (DR), and diabetic neuropathy (DNP) in euthyroid T2DM patients. This study included a total of 946 hospitalized T2DM patients and calculated their sensitivity to the TH index, and each patient completed screenings for DKD, DR, and DNP. Multivariate logistic regression, generalized additive modeling, and subgroup analysis were used to assess the association between TH index sensitivity and the risks of DKD, DR, and DNP. After adjusting for confounding factors, a significant linear correlation was observed between the sensitivity of the thyroid feedback quartile index 3 (TFQI3) and DKD risk. However, the sensitivities of thyroid-stimulating hormone index (TSHI), thyrotropin thyroxine resistance index (TT4RI) and partial thyroid feedback quartile index (PTFQI) exhibited nonlinear correlations with the risk of developing DKD. The effect sizes to the left of the inflection point for TSHI, TT4RI and PTFQI were (odd ratio [OR] = 0.53, 95% confidence interval [CI]: 0.288-0.977), (OR = 0.863, 95%Cl: 0.751-0.992) and (OR = 0.007, 95%Cl: 0-0.724), respectively. However, there was no significant correlation between TH index sensitivity and DR/DNP risk. This study provides valuable insights into the relationship between TH sensitivity and the risks of DKD, DR, and DNP, with substantial clinical implications for individual prediction among T2DM patients.
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Affiliation(s)
- Junping Zhang
- Department of Endocrine and Metabolism, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
- Jiangxi Clinical Research Center for Endocrine and Metabolic Disease, Nanchang, Jiangxi, China
- Jiangxi Branch of National Clinical Research Center for Metabolic Disease, Nanchang, Jiangxi, China
| | - Zhanpeng Luo
- Department of Endocrine and Metabolism, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
- Queen Mary School, Medical College, Nanchang University, Nanchang, 330006, China
| | - Jie Zhang
- Department of Endocrine and Metabolism, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
- Jiangxi Clinical Research Center for Endocrine and Metabolic Disease, Nanchang, Jiangxi, China
- Jiangxi Branch of National Clinical Research Center for Metabolic Disease, Nanchang, Jiangxi, China
| | - Ruohao Zhang
- The First Clinical Medical College, Jiangxi Medical College of Nanchang University, Nanchang, 330006, Jiangxi Province, China
| | - Xinnan Liu
- The First Clinical Medical College, Jiangxi Medical College of Nanchang University, Nanchang, 330006, Jiangxi Province, China
| | - Jinying Wang
- Department of Endocrine and Metabolism, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
- Jiangxi Clinical Research Center for Endocrine and Metabolic Disease, Nanchang, Jiangxi, China
- Jiangxi Branch of National Clinical Research Center for Metabolic Disease, Nanchang, Jiangxi, China
| | - Shasha He
- Department of Endocrine and Metabolism, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
- Jiangxi Clinical Research Center for Endocrine and Metabolic Disease, Nanchang, Jiangxi, China
- Jiangxi Branch of National Clinical Research Center for Metabolic Disease, Nanchang, Jiangxi, China
| | - Jiao Wang
- Department of Endocrine and Metabolism, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
- Jiangxi Clinical Research Center for Endocrine and Metabolic Disease, Nanchang, Jiangxi, China
- Jiangxi Branch of National Clinical Research Center for Metabolic Disease, Nanchang, Jiangxi, China
| | - Dandan Chen
- Department of Endocrine and Metabolism, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
- Jiangxi Clinical Research Center for Endocrine and Metabolic Disease, Nanchang, Jiangxi, China
- Jiangxi Branch of National Clinical Research Center for Metabolic Disease, Nanchang, Jiangxi, China
| | - Cuiyun Chen
- Department of Endocrine and Metabolism, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
- Jiangxi Clinical Research Center for Endocrine and Metabolic Disease, Nanchang, Jiangxi, China
- Jiangxi Branch of National Clinical Research Center for Metabolic Disease, Nanchang, Jiangxi, China
| | - Jiancheng Wang
- Department of Endocrine and Metabolism, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China
- Jiangxi Clinical Research Center for Endocrine and Metabolic Disease, Nanchang, Jiangxi, China
- Jiangxi Branch of National Clinical Research Center for Metabolic Disease, Nanchang, Jiangxi, China
| | - Shen Chen
- Department of Endocrine and Metabolism, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China.
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital, National Center of Gerontology of National Health Commission, Beijing, 100730, PR China.
| | - Jixiong Xu
- Department of Endocrine and Metabolism, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China.
- Jiangxi Clinical Research Center for Endocrine and Metabolic Disease, Nanchang, Jiangxi, China.
- Jiangxi Branch of National Clinical Research Center for Metabolic Disease, Nanchang, Jiangxi, China.
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Mori T, Hanai K, Yamamoto Y, Yoshida N, Murata H, Nakagami T. Association of diabetic retinopathy with kidney disease progression according to baseline kidney function and albuminuria status in individuals with type 2 diabetes. Clin Exp Nephrol 2024:10.1007/s10157-024-02599-z. [PMID: 39724496 DOI: 10.1007/s10157-024-02599-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2024] [Accepted: 11/12/2024] [Indexed: 12/28/2024]
Abstract
BACKGROUND Whether diabetic retinopathy (DR) can predict kidney disease progression in individuals with diabetes remains unclear. Furthermore, there are only a limited number of studies investigating the association between DR and kidney outcomes classified according to baseline kidney function and albuminuria status. Here, we examined the association of DR with kidney disease progression in individuals with type 2 diabetes. METHODS This retrospective cohort study included 6759 Japanese adults with type 2 diabetes (36.3% women). Kidney insufficiency and albuminuria were defined as eGFR < 60 mL/min/1.73 m2 and urinary albumin-to-creatinine ratio ≥ 30 mg/g, respectively. The exposure and outcome were baseline DR and the composite of eGFR halving or the initiation of kidney replacement therapy, respectively. The hazard ratios for the outcome were estimated using the multivariable Cox proportional hazards model. RESULTS During the median follow-up period of 8.4 years, 922 reached the outcome. Among the individuals without kidney insufficiency, those with DR at baseline had a significantly higher incidence of the outcome than those without DR regardless of baseline albuminuria status (p < 0.05), whereas the presence of DR was not the risk factor among individuals with kidney insufficiency. There was an interaction between baseline DR and kidney insufficiency with respect to the outcome incidence (p = 0.043). When baseline eGFRs were classified into eGFR categories based on the Kidney Disease: Improving Global Outcomes guideline, the above findings were more clearly shown. CONCLUSIONS DR may be able to predict kidney disease progression only among individuals with type 2 diabetes exhibiting preserved kidney function.
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Affiliation(s)
- Tomomi Mori
- Division of Diabetology and Metabolism, Department of Internal Medicine, Tokyo Women's Medical University School of Medicine, 8-1 Kawada-Cho, Shinjuku-Ku, Tokyo, 162-8666, Japan
| | - Ko Hanai
- Division of Diabetology and Metabolism, Department of Internal Medicine, Tokyo Women's Medical University School of Medicine, 8-1 Kawada-Cho, Shinjuku-Ku, Tokyo, 162-8666, Japan.
| | - Yui Yamamoto
- Division of Diabetology and Metabolism, Department of Internal Medicine, Tokyo Women's Medical University School of Medicine, 8-1 Kawada-Cho, Shinjuku-Ku, Tokyo, 162-8666, Japan
| | - Naoshi Yoshida
- Division of Diabetology and Metabolism, Department of Internal Medicine, Tokyo Women's Medical University School of Medicine, 8-1 Kawada-Cho, Shinjuku-Ku, Tokyo, 162-8666, Japan
| | - Hidekazu Murata
- Division of Diabetology and Metabolism, Department of Internal Medicine, Tokyo Women's Medical University School of Medicine, 8-1 Kawada-Cho, Shinjuku-Ku, Tokyo, 162-8666, Japan
| | - Tomoko Nakagami
- Division of Diabetology and Metabolism, Department of Internal Medicine, Tokyo Women's Medical University School of Medicine, 8-1 Kawada-Cho, Shinjuku-Ku, Tokyo, 162-8666, Japan
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18
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Bloomquist RF, Bloomquist DT, Gardner TW. Current Treatment Options for Diabetic Retinal Disease. Diabetes Technol Ther 2024. [PMID: 39723931 DOI: 10.1089/dia.2024.0548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2024]
Abstract
The global incidence of diabetes is rising steadily and with it the number of people living with diabetic retinal disease (DRD) is increasing. Like diabetes, DRD can be treated but not cured. In response, therapies to address DRD include targeted ocular and systemic medications. This review discusses diabetes and DRD in terms of current screening recommendations, treatments, and considerations related to those therapies and future drug targets and trials on the horizon. This discourse is targeted at all members of the diabetes care team, including primary care providers, optometrists, and ophthalmologists. The dynamic landscape of diabetic retinopathy treatment is promising for the prevention and improvement of visually significant disease.
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Affiliation(s)
- Ryan F Bloomquist
- School of Medicine, University of South Carolina, Columbia, South Carolina, USA
| | - Doan Tam Bloomquist
- Department of Ophthalmology, Charlie Norwood Veterans Affairs Hospital, Augusta, Georgia, USA
| | - Thomas W Gardner
- Department of Ophthalmology and Visual Sciences, Kellogg Eye Center, University of Michigan, Ann Arbor, Michigan, USA
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19
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Neubauer-Geryk J, Myśliwiec M, Zorena K, Bieniaszewski L. Soluble P-Selectin as an Indicator of Cutaneous Microangiopathy in Uncomplicated Young Patients with Type 1 Diabetes. Life (Basel) 2024; 14:1587. [PMID: 39768295 PMCID: PMC11677387 DOI: 10.3390/life14121587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 11/27/2024] [Accepted: 11/28/2024] [Indexed: 01/11/2025] Open
Abstract
This study aimed to analyze the relationship between cutaneous microcirculation reactivity, retinal circulation, macrocirculation function, and specific adhesion molecules in young patients with uncomplicated type 1 diabetes. Fifty-five patients with type 1 diabetes mellitus (T1DM), aged 8 to 18 years, were divided into subgroups based on skin microcirculation reactivity. The cutaneous microcirculatory vessels were considered reactive if post-test PORH coverage increased compared to pre-test coverage. Optical coherence tomography (OCT) was conducted to detect early retinopathic changes. Macrocirculation was described using pulsatility indices (PIs) determined for common carotid (CCA) and peripheral arteries of the upper and lower limbs. The ankle-brachial index was also assessed. There were no significant differences in retinal circulation and macrocirculation between the studied subgroups. However, there were significant differences between the various subgroups concerning the age at onset of diabetes and the sP-selectin levels but not ICAM-1 and sVCAM-1. The sP-selectin differences remained true after adjusting for age at onset. The sP-selectin level was significantly higher in the subgroup of patients with non-reactive cutaneous microcirculation. The results of our study indicate that sP-selectin may be considered as an immunological marker for cutaneous abnormalities, which serve as an early indicator of endothelial dysfunction in young patients with type 1 diabetes in the absence of classical complication.
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Affiliation(s)
- Jolanta Neubauer-Geryk
- Clinical Physiology Unit, Medical Simulation Centre, Medical University of Gdańsk, 80-210 Gdańsk, Poland;
| | - Małgorzata Myśliwiec
- Department of Pediatrics, Diabetology and Endocrinology, Medical University of Gdańsk, 80-211 Gdańsk, Poland;
| | - Katarzyna Zorena
- Department of Immunobiology and Environment Microbiology, Medical University of Gdańsk, 80-211 Gdańsk, Poland;
| | - Leszek Bieniaszewski
- Clinical Physiology Unit, Medical Simulation Centre, Medical University of Gdańsk, 80-210 Gdańsk, Poland;
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Zhang Y, Wu X, Yao W, Ni Y, Ding X. Advances of traditional Chinese medicine preclinical mechanisms and clinical studies on diabetic peripheral neuropathy. PHARMACEUTICAL BIOLOGY 2024; 62:544-561. [PMID: 38946248 PMCID: PMC11218592 DOI: 10.1080/13880209.2024.2369301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 06/06/2024] [Indexed: 07/02/2024]
Abstract
CONTEXT Diabetic peripheral neuropathy (DPN) results in an enormous burden and reduces the quality of life for patients. Considering there is no specific drug for the management of DPN, traditional Chinese medicine (TCM) has increasingly drawn attention of clinicians and researchers around the world due to its characteristics of multiple targets, active components, and exemplary safety. OBJECTIVE To summarize the current status of TCM in the treatment of DPN and provide directions for novel drug development, the clinical effects and potential mechanisms of TCM used in treating DPN were comprehensively reviewed. METHODS Existing evidence on TCM interventions for DPN was screened from databases such as PubMed, the Cochrane Neuromuscular Disease Group Specialized Register (CENTRAL), and the Chinese National Knowledge Infrastructure Database (CNKI). The focus was on summarizing and analyzing representative preclinical and clinical TCM studies published before 2023. RESULTS This review identified the ameliorative effects of about 22 single herbal extracts, more than 30 herbal compound prescriptions, and four Chinese patent medicines on DPN in preclinical and clinical research. The latest advances in the mechanism highlight that TCM exerts its beneficial effects on DPN by inhibiting inflammation, oxidative stress and apoptosis, endoplasmic reticulum stress and improving mitochondrial function. CONCLUSIONS TCM has shown the power latent capacity in treating DPN. It is proposed that more large-scale and multi-center randomized controlled clinical trials and fundamental experiments should be conducted to further verify these findings.
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Affiliation(s)
- Yuna Zhang
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Xianglong Wu
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Wenhui Yao
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Yadong Ni
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Xuansheng Ding
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
- Precision Medicine Laboratory, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
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21
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Makrilakis K, Papachristoforou E. Common mistakes concerning diabetes management in daily clinical practice. Prim Care Diabetes 2024; 18:582-588. [PMID: 39299897 DOI: 10.1016/j.pcd.2024.09.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 08/12/2024] [Accepted: 09/12/2024] [Indexed: 09/22/2024]
Abstract
Diabetes mellitus is a chronic metabolic disease, potentially leading to dire complications. Although there are numerous pharmaceutical treatments available, management of the disease is frequently not optimal. Managing diabetes in daily clinical practice can be challenging, and several common mistakes may occur. Healthcare providers must be aware of these errors to provide adequate patient care. In this review, some frequent mistakes in diabetes management are analyzed, focusing on factors such as medication management, blood glucose level monitoring, inadequate addressing of complications and comorbidities, lifestyle choices, patient education, and overall health counselling.
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Affiliation(s)
- Konstantinos Makrilakis
- First Department of Propaedeutic Internal Medicine, National and Kapodistrian University of Athens Medical School, Laiko General Hospital, Athens, Greece.
| | - Eleftheria Papachristoforou
- First Department of Propaedeutic Internal Medicine, National and Kapodistrian University of Athens Medical School, Laiko General Hospital, Athens, Greece
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Eleftheriadou A, Spallone V, Tahrani AA, Alam U. Cardiovascular autonomic neuropathy in diabetes: an update with a focus on management. Diabetologia 2024; 67:2611-2625. [PMID: 39120767 PMCID: PMC11604676 DOI: 10.1007/s00125-024-06242-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 06/10/2024] [Indexed: 08/10/2024]
Abstract
Cardiovascular autonomic neuropathy (CAN) is an under-recognised yet highly prevalent microvascular complication of diabetes. CAN affects approximately 20% of people with diabetes, with recent studies highlighting the presence of CAN in prediabetes (impaired glucose tolerance and/or impaired fasting glucose), indicating early involvement of the autonomic nervous system. Understanding of the pathophysiology of CAN continues to evolve, with emerging evidence supporting a potential link between lipid metabolites, mitochondrial dysfunction and genetics. Recent advancements, such as streamlining CAN detection through wearable devices and monitoring of heart rate variability, present simplified and cost-effective approaches for early CAN detection. Further research on the optimal use of the extensive data provided by such devices is required. Despite the lack of specific pharmacological interventions targeting the underlying pathophysiology of autonomic neuropathy, several studies have suggested a favourable impact of newer glucose-lowering agents, such as sodium-glucose cotransporter 2 inhibitors and glucagon-like peptide-1 receptor agonists, where there is a wealth of clinical trial data on the prevention of cardiovascular events. This review delves into recent developments in the area of CAN, with emphasis on practical guidance to recognise and manage this underdiagnosed condition, which significantly increases the risk of cardiovascular events and mortality in diabetes.
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Affiliation(s)
- Aikaterini Eleftheriadou
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
| | - Vincenza Spallone
- Endocrinology, Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Abd A Tahrani
- Institute of Metabolism and Systems, School of Clinical and Experimental Medicine, University of Birmingham, Birmingham, UK
- Department of Diabetes and Endocrinology, Birmingham Heartlands Hospital, Birmingham, UK
| | - Uazman Alam
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK.
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK.
- Department of Medicine, University Hospital Aintree, Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK.
- Centre for Biomechanics and Rehabilitation Technologies, Staffordshire University, Stoke-on-Trent, UK.
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Panou T, Gouveri E, Papazoglou D, Papanas N. The role of novel inflammation-associated biomarkers in diabetic peripheral neuropathy. Metabol Open 2024; 24:100328. [PMID: 39559514 PMCID: PMC11570971 DOI: 10.1016/j.metop.2024.100328] [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: 10/29/2024] [Revised: 10/31/2024] [Accepted: 10/31/2024] [Indexed: 11/20/2024] Open
Abstract
Diabetic neuropathy is one of the commonest complications of diabetes mellitus. Its most frequent form is diabetic peripheral neuropathy (DPN). Currently, there is no established and widely used biomarker for diagnosis and clinical staging of DPN. There is accumulating evidence that low-grade systemic inflammation is a key element in its pathogenesis. In this context, several clinical studies have so far identified potential biomarkers of DPN. These studies have enrolled both subjects with type 1 diabetes mellitus (T1DM) and subjects with type 2 diabetes mellitus (T2DM), including children with T1DM and elderly T2DM subjects. They have also evaluated participants with prediabetes. Potential biomarkers include a wide spectrum of cytokines, chemokines and immune receptors, notably interleukins (IL), mostly IL-1, IL-6 or IL-10, as well as mediators of the tumour necrosis factor-α (TNF-α) related pathway. Cell-ratios, such as neurtrophil-to-lymphocyte ratio (NLR), have yielded promising results as well. Other works have focused on adipokines and identified several signalling molecules (adiponectin, neuregulin 4, isthmin-1 and omentin) as promising biomarkers of DPN. Finally, epigenetic biomarkers have been investigated. Further experience is being gathered with the use of biomarkers in specific age groups and in the discrimination between painless and painful DPN. Prospective studies appear promising in monitoring of DPN progression, but experience is rather limited. Finally, certain cut-off values have been proposed for DPN screening, but these need confirmation. Future large-scale studies are now required to validate biomarkers and to investigate their potential clinical utility.
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Affiliation(s)
- Theodoros Panou
- Diabetes Centre, Second Department of Internal Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Evanthia Gouveri
- Diabetes Centre, Second Department of Internal Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Dimitrios Papazoglou
- Diabetes Centre, Second Department of Internal Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Nikolaos Papanas
- Diabetes Centre, Second Department of Internal Medicine, Democritus University of Thrace, Alexandroupolis, Greece
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Gaita L, Timar B, Lazar S, Popescu S, Albai O, Braha A, Timar R. The Prevalence and Characteristics of Anemia in Romanian Patients with Type 2 Diabetes: A Cross-Sectional Study. J Clin Med 2024; 13:7306. [PMID: 39685765 DOI: 10.3390/jcm13237306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Revised: 11/18/2024] [Accepted: 11/29/2024] [Indexed: 12/18/2024] Open
Abstract
Background/Objectives: Anemia is a prevalent comorbidity of diabetes, and although various mechanisms have been shown to link these two conditions, their interaction has not been sufficiently explored. Our cross-sectional, non-interventional study aimed to evaluate the prevalence of anemia and its subtypes, as well as their interactions, in patients with type 2 diabetes (T2D). Methods: A total of 227 patients previously diagnosed with T2D were enrolled. These patients were assessed regarding their medical history and the evolution of their diabetes, and were screened for anemia. Results: Anemia was encountered in 32.6% of the 227 hospitalized patients previously diagnosed with T2D enrolled in this study. Its presence was associated with a higher prevalence of complications and comorbidities, such as chronic kidney disease (CKD), retinopathy, and atrial fibrillation. The most common types of anemia observed were those associated with CKD, other chronic conditions, and iron deficiency. A moderate, positive correlation (r = 0.307; p < 0.0001) has been observed between estimated glomerular filtration rate (eGFR) and hemoglobin, and a moderate, negative correlation has been observed between age and hemoglobin (r = -0.351; p < 0.0001), with the results also analyzed using multiple regression and ROC curve analysis. Additionally, a weak, positive, yet statistically significant correlation was observed between glycemic values and hemoglobin levels, which requires further research. Conclusions: Anemia is frequently encountered in patients with T2D, especially in those with increased age, decreased eGFR, and additional chronic degenerative complications or other comorbidities; thus, a systematic screening for an early diagnosis and interdisciplinary management is recommended for improved outcomes related to morbidity, mortality, and quality of life.
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Affiliation(s)
- Laura Gaita
- Second Department of Internal Medicine, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania
- "Pius Brînzeu" Emergency County Hospital, 300723 Timisoara, Romania
| | - Bogdan Timar
- Second Department of Internal Medicine, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania
- "Pius Brînzeu" Emergency County Hospital, 300723 Timisoara, Romania
- Centre for Molecular Research in Nephrology and Vascular Disease, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania
| | - Sandra Lazar
- First Department of Internal Medicine, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania
- Department of Haematology, Emergency Municipal Hospital, 300254 Timisoara, Romania
| | - Simona Popescu
- Second Department of Internal Medicine, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania
- "Pius Brînzeu" Emergency County Hospital, 300723 Timisoara, Romania
| | - Oana Albai
- Second Department of Internal Medicine, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania
- "Pius Brînzeu" Emergency County Hospital, 300723 Timisoara, Romania
| | - Adina Braha
- Second Department of Internal Medicine, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania
- "Pius Brînzeu" Emergency County Hospital, 300723 Timisoara, Romania
| | - Romulus Timar
- Second Department of Internal Medicine, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania
- "Pius Brînzeu" Emergency County Hospital, 300723 Timisoara, Romania
- Centre for Molecular Research in Nephrology and Vascular Disease, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania
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Ahrițculesei RV, Boldeanu L, Vladu IM, Clenciu D, Mitrea A, Cîmpeanu RC, Mustață ML, Siloși I, Boldeanu MV, Vere CC. Correlation Between Prognostic Nutritional Index, Glasgow Prognostic Score, and Different Obesity-Related Indices in People with Diabetes or Prediabetes. Diagnostics (Basel) 2024; 14:2661. [PMID: 39682569 DOI: 10.3390/diagnostics14232661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Revised: 11/24/2024] [Accepted: 11/24/2024] [Indexed: 12/18/2024] Open
Abstract
BACKGROUND/OBJECTIVES The prognostic nutritional index (PNI) and Glasgow Prognostic Score (GPS) are associated with patients' nutritional and immune statuses. One important factor in the pathophysiology of type 2 diabetes mellitus (T2DM) is inflammation. Being present in insulin-target tissues, chronic tissue inflammation has become recognized as a crucial aspect of obesity and type 2 diabetes. This study aimed to compare the PNI and GPS levels of the subjects with T2DM to those of prediabetes (preDM) individuals. Furthermore, the goal was to investigate how these inflammatory markers relate to different types of obesity and whether the combination of PNI, GPS, and obesity-related indices was associated with any particular prognostic variables. METHODS In this study, we enrolled one-hundred patients with newly diagnosed T2DM and one-hundred patients with preDM. RESULTS Four findings emerged from this observational study. As a first observation, 28% of patients with preDM and 15% of patients with T2DM had a normal weight, while up to 43% of patients with preDM and 60% of patients with T2DM were obese. The second important observation was that the PNI of the T2DM patients was significantly lower than the PNI of the patients with preDM (p < 0.0001). The PNI showed that patients with T2DM had a moderate-to-severe malnutrition status (median value of 38.00). Patients with preDM had a mild-to-moderate malnutrition status (median value of 61.00) at diagnosis. Third, observed in the current study, preDM patients with PNI < 61.00 and T2DM patients with a PNI < 38.00 were associated with significantly higher median values of the waist-to-height ratio (WHtR) (p = 0.041, and p = 0.034, respectively) and body mass index (BMI) (p = 0.016, and p = 0.041, respectively). Fourth, this study also revealed, in the T2DM group, a moderate and statistically significant negative correlation between PNI and weight (rho = -0.322, p = 0.035), waist circumference (WC) (rho = -0.308, p = 0.042), hip circumference (HC) (rho = -0.338, p = 0.039), WHtR (rho = -0.341, p = 0.022), body adiposity index (BAI) (rho = -0.312, p = 0.032), and fasting plasma glucose (FPG) (rho = -0.318, p = 0.029). Additionally, the PNI values expressed a weak negative correlation with BMI (rho = -0.279, p = 0.015), and glycated hemoglobin A1c (HbA1c) (rho = -0.245, p = 0.025). The PNI levels exhibited a single positive correlation, weak but statistically significant, with estimated glomerular filtration rate (eGFR-CKD-EPI) values (rho = 0.263, p = 0.018). CONCLUSIONS The findings of this study regarding the correlations between PNI, GPS, and different obesity-related indices in people with diabetes or prediabetes suggest that these indices, which assess nutritional and inflammatory status, can be used as independent predictor factors associated with the four pillars of DM management (glucose, blood pressure, lipids, and weight control) recommended by the American Diabetes Association (ADA).
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Affiliation(s)
| | - Lidia Boldeanu
- Department of Microbiology, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Ionela Mihaela Vladu
- Department of Diabetes, Nutrition and Metabolic Diseases, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Diana Clenciu
- Department of Diabetes, Nutrition and Metabolic Diseases, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Adina Mitrea
- Department of Diabetes, Nutrition and Metabolic Diseases, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Radu Cristian Cîmpeanu
- Doctoral School, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Maria-Lorena Mustață
- Doctoral School, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Isabela Siloși
- Department of Immunology, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Mihail Virgil Boldeanu
- Department of Immunology, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Cristin Constantin Vere
- Department of Gastroenterology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
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26
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Wang C, Fan Y, Liang G, Wang Q, Gao H, Duan J. Acupuncture for the treatment of painful diabetic peripheral neuropathy: A systematic review and meta-analysis. Complement Ther Clin Pract 2024; 57:101889. [PMID: 39079232 DOI: 10.1016/j.ctcp.2024.101889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 07/25/2024] [Accepted: 07/25/2024] [Indexed: 11/15/2024]
Abstract
BACKGROUND AND PURPOSE A growing number of studies have investigated the efficacy of acupuncture in the treatment of painful diabetic peripheral neuropathy (PDPN), but the findings of these studies have generated conflicting results. This study therefore aimed to assess the efficacy of acupuncture for treating PDPN so as to offer more conclusive results. METHODS Seven databases were systematically searched for studies published up until December 1, 2023. All randomized controlled trials (RCTs) of acupuncture for PDPN with visual analog scale (VAS) for pain score were included. Study selection, data extraction, and evaluation were conducted independently by researchers. The Risk of Bias 2 (RoB2) tool was employed to assess the risk of bias. From this sample, the mean difference (MD), 95 % confidence intervals (CI), publication bias, and heterogeneity were then computed. RESULTS The manual acupuncture group exhibited a significant decrease in the VAS for pain score compared with the routine care group (p < 0.0001; MD = -1.45 [95 % CI, -1.97 to -0.93], I2 = 84 %). The real acupuncture group demonstrated a greater reduction in VAS scores than the sham acupuncture group (p = 0.004; MD = -0.97 [95 % CI, -1.63 to -0.31], I2 = 65 %). Additionally, the acupuncture group showed improvements in sensory nerve conduction velocity (SNCV, p < 0.0001; MD = 2.29 [95 % CI, 1.79 to 2.78], I2 = 14 %) as well as motor nerve conduction velocity (MNCV, p < 0.0001; MD = 2.87 [95 % CI, 2.46 to 3.27], I2 = 0). Different durations of acupuncture treatment, including 6-10 weeks and 3-4 weeks, demonstrated a significant reduction in VAS scores compared with the routine care group. CONCLUSION This meta-analysis provides preliminary evidence for the claim that acupuncture has the potential to alleviate PDPN symptoms and improve SNCV and MNCV. However, high-quality RCTs are needed to offer further evidence and thus better substantiate such a contention.
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Affiliation(s)
- Chunliang Wang
- Department of Cardiology, Shijiazhuang Traditional Chinese Medicine Hospital, Shijiazhuang, China.
| | - Yuzhu Fan
- Department of Endocrinology, Shijiazhuang Traditional Chinese Medicine Hospital, Shijiazhuang, China
| | - Guiting Liang
- Department of Endocrinology, Shijiazhuang Traditional Chinese Medicine Hospital, Shijiazhuang, China
| | - Qiang Wang
- Department of Cardiology, Shijiazhuang Traditional Chinese Medicine Hospital, Shijiazhuang, China
| | - Hui Gao
- Department of Cardiology, Shijiazhuang Traditional Chinese Medicine Hospital, Shijiazhuang, China
| | - Junhong Duan
- Department of Endocrinology, Shijiazhuang Traditional Chinese Medicine Hospital, Shijiazhuang, China
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Dai X, Wang K, Xu C, Ding K, Zhang Y, Ding W. Short term efficacy of subtalar arthroscopy combined with medial calcaneal-talar joint distraction in minimally invasive treatment of diabetic patients with calcaneal fractures: a retrospective study. BMC Musculoskelet Disord 2024; 25:849. [PMID: 39448957 PMCID: PMC11520133 DOI: 10.1186/s12891-024-07960-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Accepted: 10/14/2024] [Indexed: 10/26/2024] Open
Abstract
BACKGROUND The surgical treatment and management of postoperative soft tissue complications in diabetic patients with displaced calcaneal fractures are still controversial. We aimed to evaluate the short-term efficacy of percutaneous minimally invasive screw fixation in treatment of diabetic patients with Sanders II and III calcaneal fractures under subtalar arthroscopy assisted by preoperative musculoskeletal ultrasonic locating lateral calcaneal branch (LCB) of the sural nerve and calcaneal-talar joint distraction device. METHODS The clinical data of 52 diabetic patients diagnosed with Sanders II or III calcaneal fractures from March 2016 to August 2020 were followed up and analyzed. There were 23 patients of type II and 29 patients of type III, 34 males and 18 females, with a mean age of 61.7 ± 14.5 years (range: 45-72 years). Preoperative musculoskeletal ultrasonography was routinely examined to locate LCB of the sural nerve. During surgery, we performed arthroscopic percutaneous prying reduction screw fixation assisted by medial calcaneal-talar joint distraction. Incision healing, local skin paraesthesia and other conditions were observed regularly at 3 days, 6, 12 months, and the last follow-up after surgery. Also, we measured the length, width, height, Böhler angle, and Gissane angle of the calcaneus on lateral and axial x-rays. Visual analogue pain scale (VAS), American Orthopedic Foot and Ankle Society (AOFAS) score and Maryland score were used to evaluate the efficacy. RESULTS 52 patients were followed up for 23.7 ± 3.2 months (range: 20-28 months) without incision-related complications. Calcaneal radiographic parameters (length, width, height, Böhler/Gissane angle) were improved after surgery, and the differences were all statistically significant (P<0.05). There was no difference between calcaneal radiographic parameters at 6,12 months and the last follow-up compared with 3 days after surgery without significant loss in overall morphology (P>0.05). Postoperative VAS, AOFAS scores, and Maryland scores were significantly improved compared with those before surgery (P<0.05). CONCLUSIONS Preoperative ultrasonic locating LCB of the sural nerve and arthroscopic percutaneous minimally invasive screw fixation of Sanders II and III calcaneal fractures with the assistance of calcaneal-talar joint distraction have good short-term efficacy and clinical feasibility in diabetic patients.
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Affiliation(s)
- Xiaoyu Dai
- Department of Traumatic Orthopedics, The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou Affiliated to Soochow University, Changzhou, 213000, China
| | - Kejie Wang
- Department of Traumatic Orthopedics, The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou Affiliated to Soochow University, Changzhou, 213000, China
| | - Chenyang Xu
- Department of Traumatic Orthopedics, The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou Affiliated to Soochow University, Changzhou, 213000, China
| | - Kai Ding
- Department of Traumatic Orthopedics, The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou Affiliated to Soochow University, Changzhou, 213000, China
| | - Yige Zhang
- Department of Traumatic Orthopedics, The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou Affiliated to Soochow University, Changzhou, 213000, China
| | - Wenge Ding
- Department of Traumatic Orthopedics, The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou Affiliated to Soochow University, Changzhou, 213000, China.
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Senyigit A, Durmus S, Tabak O, Oruc A, Uzun H, Ekinci I. The Associations between Asprosine, Clusterin, Zinc Alpha-2-Glycoprotein, Nuclear Factor Kappa B, and Peroxisome Proliferator-Activated Receptor Gamma in the Development of Complications in Type 2 Diabetes Mellitus. J Clin Med 2024; 13:6126. [PMID: 39458076 PMCID: PMC11508428 DOI: 10.3390/jcm13206126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 10/05/2024] [Accepted: 10/13/2024] [Indexed: 10/28/2024] Open
Abstract
Objectives: The aim of this study was to investigate the circulating levels of asprosin, clusterin, zinc-alpha-2-glycoprotein (ZAG), nuclear factor-kappa B (NF-κB), and peroxisome proliferator-activated receptor-gamma (PPAR-γ) in patients with T2DM in relation to microvascular and macrovascular complications. Measuring these biomarkers may provide insight into the pathophysiology of T2DM and indicate novel targets for the therapy of diabetes-related complications. Methods: A total of 260 subjects consisting of four groups: healthy controls (Group-1), T2DM patients without complications (Group-2), T2DM patients with microvascular complications (Group-3), and T2DM patients with macrovascular complications (Group-4). Results: The mean age of all subjects was 52.96 ± 6.4, 127 of whom were male. Asprosin, clusterin, and NF-κB levels were significantly higher, while ZAG and PPAR-γ levels were significantly lower in diabetic patients than healthy subjects (p < 0.01, for all). Asprosin (p < 0.01), clusterin (p < 0.01), and NF-κB (p: 0.002) levels were significantly higher and PPAR-γ (p < 0.01) level was significantly lower (p < 0.001) in Group-3 than Group-2. Asprosin (p < 0.01) and NF-κB (p: 0.011) levels were significantly higher while ZAG (p < 0.01) level was significantly lower in Group-4 than Group-2. Serum ZAG level was found lower in Group-4 than in Group-3 (p = 0.037). Further, the biomarkers presented significant correlation with biomarkers like HbA1c and HOMA-IR. It was observed that increasing serum asprosin, clusterin, and NF-κB levels and decreasing serum PPAR-γ levels were effective in the development of microvascular complications while the increased asprosin levels and decreased ZAG levels had a significant effect on the development of macrovascular complications in the binary logistic regression analysis. Conclusions: This study confirms that altered levels of asprosin, clusterin, ZAG, NF-κB, and PPAR-γ are associated with T2DM and its complications. These biomarkers reflect the pathophysiological processes of metabolic disturbance and inflammation in T2DM and, therefore, have the potential for use in targeted interventions to prevent and manage diabetes-related complications.
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Affiliation(s)
- Abdulhalim Senyigit
- Department of Internal Medicine, Faculty of Medicine, Istanbul Atlas University, 34403 Istanbul, Turkey;
| | - Sinem Durmus
- Department of Medical Biochemistry, Faculty of Medicine, Katip Celebi University, 35620 Izmir, Turkey;
| | - Omur Tabak
- Internal Medicine Clinic, Kanuni Sultan Süleyman Training and Research Hospital, Health Sciences University, 34668 Istanbul, Turkey;
| | - Aykut Oruc
- Department of Physiology, Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, 34320 Istanbul, Turkey;
| | - Hafize Uzun
- Department of Biochemistry, Faculty of Medicine, Istanbul Atlas University, 34403 Istanbul, Turkey
| | - Iskender Ekinci
- Department of Internal Medicine, Faculty of Medicine, Bezmialem Vakif University, 34093 Istanbul, Turkey;
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29
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Barrientos-Ávalos JR, Morel-Cerda EC, Félix-Téllez FA, Vidrio-Huerta BE, Aceves-Ayala AR, Flores-Rendón ÁR, Velarde-Ruiz Velasco JA. Gastrointestinal adverse effects of old and new antidiabetics: How do we deal with them in real life? REVISTA DE GASTROENTEROLOGIA DE MEXICO (ENGLISH) 2024; 89:521-532. [PMID: 39455403 DOI: 10.1016/j.rgmxen.2024.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 07/15/2024] [Indexed: 10/28/2024]
Abstract
Diabetes is a public health problem with an estimated worldwide prevalence of 10% and a prevalence of 12% in Mexico. The costs resulting from this chronic-degenerative disease are significant. Treatment for diabetes involves different medication groups, some of which can cause significant gastrointestinal adverse effects, such as dyspepsia, nausea, vomiting, bloating, diarrhea, and constipation. The medications most frequently associated with said adverse effects are metformin, acarbose, and GLP-1 agonists. Gastrointestinal adverse effects negatively impact the quality of life and management of patients with diabetes. The factors of visceral neuropathy, acute dysglycemia, dysbiosis, and intestinal bacterial overgrowth contribute to the gastrointestinal symptoms in patients with diabetes, making it necessary to consider multiple etiologic factors in the presence of gastrointestinal symptoms, and not exclusively attribute them to the use of antidiabetics. Personalized treatment, considering gastrointestinal comorbidity and the type of drug utilized, is essential for mitigating the adverse effects and improving the quality of life in patients with diabetes. The aim of the present narrative review was to describe the gastrointestinal adverse effects of the antidiabetic drugs, their pathophysiologic mechanisms, and the corresponding therapeutic measures.
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Affiliation(s)
- J R Barrientos-Ávalos
- Departamento de Clínicas Médicas, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico; Servicio de Endocrinología, Hospital Civil de Guadalajara Fray Antonio Alcalde, Guadalajara, Jalisco, Mexico
| | - E C Morel-Cerda
- Servicio de Gastroenterología, Hospital Civil de Guadalajara Fray Antonio Alcalde, Guadalajara, Jalisco, Mexico
| | - F A Félix-Téllez
- Servicio de Gastroenterología, Hospital Civil de Guadalajara Fray Antonio Alcalde, Guadalajara, Jalisco, Mexico
| | - B E Vidrio-Huerta
- Servicio de Endocrinología, Hospital Civil de Guadalajara Fray Antonio Alcalde, Guadalajara, Jalisco, Mexico
| | - A R Aceves-Ayala
- Servicio de Endocrinología, Hospital Civil de Guadalajara Fray Antonio Alcalde, Guadalajara, Jalisco, Mexico
| | - Á R Flores-Rendón
- Instituto de Seguridad y Servicios Sociales de los Trabajadores del Gobierno y Municipios del Estado de Baja California, Hospital Mexicali, Mexicali, Baja California, Mexico
| | - J A Velarde-Ruiz Velasco
- Departamento de Clínicas Médicas, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico; Servicio de Gastroenterología, Hospital Civil de Guadalajara Fray Antonio Alcalde, Guadalajara, Jalisco, Mexico.
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Zhong X, Li H, Tan S, Yang S, Zhu Z, Huang W, Cheng W, Wang W. Initial Retinal Nerve Fiber Layer Loss and Risk of Diabetic Retinopathy Over a Four-Year Period. Invest Ophthalmol Vis Sci 2024; 65:5. [PMID: 39365262 PMCID: PMC11457921 DOI: 10.1167/iovs.65.12.5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 09/14/2024] [Indexed: 10/05/2024] Open
Abstract
Purpose The purpose of this study was to investigate whether the rapid rate of peripapillary retinal nerve fiber layer (pRNFL) thinning in short-term is associated with the future risk of developing diabetic retinopathy (DR). Methods This prospective cohort study utilized 4-year follow-up data from the Guangzhou Diabetic Eye Study. The pRNFL thickness was measured by optical coherence tomography (OCT). DR was graded by seven-field fundus photography after dilation of the pupil. Correlations between pRNFL thinning rate and DR were analyzed using logistic regression. The additive predictive value of the prediction model was assessed using the C-index, net reclassification index (NRI), and integrated discriminant improvement index (IDI). Results A total of 1012 patients with diabetes (1012 eyes) without DR at both baseline and 1-year follow-up were included in this study. Over the 4-year follow-up, 132 eyes (13%) developed DR. After adjusting for confounding factors, a faster rate of initial pRNFL thinning was significantly associated with the risk of DR (odds ratio per standard deviation [SD] decrease = 1.15, 95% confidence interval [CI] = 1.08 to 1.23, P < 0.001). Incorporating either the baseline pRNFL thickness or its thinning rate into conventional prediction models significantly improved the discriminatory power. Adding the rate of pRNFL thinning further enhanced the discriminative power compared with models with only baseline pRNFL thickness (C-index increased from 0.685 to 0.731, P = 0.040). The IDI and NRI were 0.114 and 0.463, respectively (P < 0.001). Conclusions The rate of initial pRNFL thinning was associated with DR occurrence and improved discriminatory power of traditional predictive models. This provides new insights into the management and screening of DR.
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Affiliation(s)
- Xiaoying Zhong
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Study Center for Ocular Diseases, Sun Yat-Sen University, Guangzhou, China
- Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Huangdong Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Study Center for Ocular Diseases, Sun Yat-Sen University, Guangzhou, China
| | - Shaoying Tan
- Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China
- Study Centre for SHARP Vision, The Hong Kong Polytechnic University, Hong Kong, China
- Centre for Eye and Vision Study (CEVR), Hong Kong, China
| | - Shaopeng Yang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Study Center for Ocular Diseases, Sun Yat-Sen University, Guangzhou, China
| | - Ziyu Zhu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Study Center for Ocular Diseases, Sun Yat-Sen University, Guangzhou, China
| | - Wenyong Huang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Study Center for Ocular Diseases, Sun Yat-Sen University, Guangzhou, China
| | - Weijing Cheng
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Study Center for Ocular Diseases, Sun Yat-Sen University, Guangzhou, China
| | - Wei Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Study Center for Ocular Diseases, Sun Yat-Sen University, Guangzhou, China
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Handelsman Y, Anderson JE, Bakris GL, Ballantyne CM, Bhatt DL, Bloomgarden ZT, Bozkurt B, Budoff MJ, Butler J, Cherney DZI, DeFronzo RA, Del Prato S, Eckel RH, Filippatos G, Fonarow GC, Fonseca VA, Garvey WT, Giorgino F, Grant PJ, Green JB, Greene SJ, Groop PH, Grunberger G, Jastreboff AM, Jellinger PS, Khunti K, Klein S, Kosiborod MN, Kushner P, Leiter LA, Lepor NE, Mantzoros CS, Mathieu C, Mende CW, Michos ED, Morales J, Plutzky J, Pratley RE, Ray KK, Rossing P, Sattar N, Schwarz PEH, Standl E, Steg PG, Tokgözoğlu L, Tuomilehto J, Umpierrez GE, Valensi P, Weir MR, Wilding J, Wright EE. DCRM 2.0: Multispecialty practice recommendations for the management of diabetes, cardiorenal, and metabolic diseases. Metabolism 2024; 159:155931. [PMID: 38852020 DOI: 10.1016/j.metabol.2024.155931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 04/30/2024] [Indexed: 06/10/2024]
Abstract
The spectrum of cardiorenal and metabolic diseases comprises many disorders, including obesity, type 2 diabetes (T2D), chronic kidney disease (CKD), atherosclerotic cardiovascular disease (ASCVD), heart failure (HF), dyslipidemias, hypertension, and associated comorbidities such as pulmonary diseases and metabolism dysfunction-associated steatotic liver disease and metabolism dysfunction-associated steatohepatitis (MASLD and MASH, respectively, formerly known as nonalcoholic fatty liver disease and nonalcoholic steatohepatitis [NAFLD and NASH]). Because cardiorenal and metabolic diseases share pathophysiologic pathways, two or more are often present in the same individual. Findings from recent outcome trials have demonstrated benefits of various treatments across a range of conditions, suggesting a need for practice recommendations that will guide clinicians to better manage complex conditions involving diabetes, cardiorenal, and/or metabolic (DCRM) diseases. To meet this need, we formed an international volunteer task force comprising leading cardiologists, nephrologists, endocrinologists, and primary care physicians to develop the DCRM 2.0 Practice Recommendations, an updated and expanded revision of a previously published multispecialty consensus on the comprehensive management of persons living with DCRM. The recommendations are presented as 22 separate graphics covering the essentials of management to improve general health, control cardiorenal risk factors, and manage cardiorenal and metabolic comorbidities, leading to improved patient outcomes.
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Affiliation(s)
| | | | | | - Christie M Ballantyne
- Department of Medicine, Baylor College of Medicine, Texas Heart Institute, Houston, TX, USA
| | - Deepak L Bhatt
- Mount Sinai Fuster Heart Hospital, Icahn School of Medicine at Mount Sinai, NY, New York, USA
| | - Zachary T Bloomgarden
- Department of Internal Medicine, Icahn School of Medicine at Mount Sinai, NY, New York, USA
| | - Biykem Bozkurt
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | | | - Javed Butler
- University of Mississippi Medical Center, Jackson, MS, USA
| | - David Z I Cherney
- Division of Nephrology, Department of Medicine, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Canada
| | | | - Stefano Del Prato
- Interdisciplinary Research Center "Health Science", Sant'Anna School of Advanced Studies, Pisa, Italy
| | - Robert H Eckel
- University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Gerasimos Filippatos
- Department of Cardiology, National and Kapodistrian University of Athens, Athens, Greece
| | | | | | | | - Francesco Giorgino
- Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Aldo Moro, Bari, Italy
| | | | - Jennifer B Green
- Division of Endocrinology, Metabolism, and Nutrition, Duke University School of Medicine, Durham, NC, USA
| | - Stephen J Greene
- Division of Cardiology, Duke University School of Medicine, Durham, NC, USA
| | - Per-Henrik Groop
- Department of Nephrology, University of Helsinki, Finnish Institute for Health and Helsinki University HospitalWelfare, Folkhälsan Research Center, Helsinki, Finland; Department of Diabetes, Central Clinical School, Monash University, Melbourne, Australia
| | - George Grunberger
- Grunberger Diabetes Institute, Bloomfield Hills, MI, USA; Wayne State University School of Medicine, Detroit, MI, USA; Oakland University William Beaumont School of Medicine, Rochester, MI, USA; Charles University, Prague, Czech Republic
| | | | - Paul S Jellinger
- The Center for Diabetes & Endocrine Care, University of Miami Miller School of Medicine, Hollywood, FL, USA
| | | | - Samuel Klein
- Washington University School of Medicine, Saint Louis, MO, USA
| | - Mikhail N Kosiborod
- Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City, MO, USA
| | | | | | - Norman E Lepor
- David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
| | | | - Chantal Mathieu
- Department of Endocrinology, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Christian W Mende
- University of California San Diego School of Medicine, La Jolla, CA, USA
| | - Erin D Michos
- Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Javier Morales
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, Advanced Internal Medicine Group, PC, East Hills, NY, USA
| | - Jorge Plutzky
- Harvard Medical School, Brigham and Women's Hospital, Boston, MA, USA
| | | | | | | | | | - Peter E H Schwarz
- Department for Prevention and Care of Diabetes, Faculty of Medicine Carl Gustav Carus at the Technische Universität/TU Dresden, Dresden, Germany
| | - Eberhard Standl
- Munich Diabetes Research Group e.V. at Helmholtz Centre, Munich, Germany
| | - P Gabriel Steg
- Université Paris-Cité, Institut Universitaire de France, AP-HP, Hôpital Bichat, Cardiology, Paris, France
| | | | - Jaakko Tuomilehto
- University of Helsinki, Finnish Institute for Health and Welfare, Helsinki, Finland
| | | | - Paul Valensi
- Polyclinique d'Aubervilliers, Aubervilliers and Paris-Nord University, Paris, France
| | - Matthew R Weir
- Division of Nephrology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - John Wilding
- University of Liverpool, Liverpool, United Kingdom
| | - Eugene E Wright
- Department of Medicine, Duke University Medical Center, Durham, NC, USA
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Barrientos-Ávalos J, Morel-Cerda E, Félix-Téllez F, Vidrio-Huerta B, Aceves-Ayala A, Flores-Rendón Á, Velarde-Ruiz Velasco J. Efectos adversos gastrointestinales de viejos y nuevos antidiabéticos: ¿cómo los enfrentamos en la vida real? REVISTA DE GASTROENTEROLOGÍA DE MÉXICO 2024; 89:521-532. [DOI: 10.1016/j.rgmx.2024.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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Silva JQ, Cebada AB, Escobar-Morreale H, Chávez LN. Complicaciones crónicas de la diabetes mellitus tipo 1. MEDICINE - PROGRAMA DE FORMACIÓN MÉDICA CONTINUADA ACREDITADO 2024; 14:1064-1071. [DOI: 10.1016/j.med.2024.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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Choi H, Goldman JD. High-Concentration Capsaicin Topical System for Painful Diabetic Peripheral Neuropathy. Clin Diabetes 2024; 43:165-168. [PMID: 39829702 PMCID: PMC11739351 DOI: 10.2337/cd24-0088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2025]
Affiliation(s)
- Hailey Choi
- Massachusetts College of Pharmacy and Health Sciences, Boston, MA
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35
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Bastos CMC, da Silva Machado LM, Crispim D, Canani LH, dos Santos KG. Association of the rs9896052 Polymorphism Upstream of GRB2 with Proliferative Diabetic Retinopathy in Patients with Less than 10 Years of Diabetes. Int J Mol Sci 2024; 25:10232. [PMID: 39408563 PMCID: PMC11477274 DOI: 10.3390/ijms251910232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 09/17/2024] [Accepted: 09/20/2024] [Indexed: 10/20/2024] Open
Abstract
Growth factor receptor-bound protein 2 (GRB2) is a negative regulator of insulin signaling and a positive regulator of angiogenesis. Its expression is increased in a mouse model of retinal neovascularization and in patients with type 2 diabetes mellitus (T2DM). This case-control study aimed to investigate the association between the rs9896052 polymorphism (A>C) upstream of GRB2 and proliferative diabetic retinopathy (PDR) in patients with T2DM from Southern Brazil, taking into consideration self-reported skin color (white or non-white) and the known duration of diabetes (<10 years or ≥10 years). Genotypes were determined by real-time PCR in 838 patients with T2DM (284 cases with PDR and 554 controls without DR). In the total study group and in the analysis stratified by skin color, the genotype and allele frequencies were similar between cases and controls. However, among patients with less than 10 years of diabetes, the C allele was more frequent in cases than in controls (63.3% versus 51.8%, p = 0.032), and the CC genotype was independently associated with an increased risk of PDR (adjusted OR = 2.82, 95% CI 1.17-6.75). In conclusion, our findings support the hypothesis that the rs9896052 polymorphism near GRB2 is associated with PDR in Brazilian patients with T2DM.
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Affiliation(s)
- Caroline Moura Cardoso Bastos
- Laboratory of Human Molecular Genetics, Lutheran University of Brazil (ULBRA), Av. Farroupilha 8001, Canoas 92425-900, RS, Brazil; (C.M.C.B.); (L.M.d.S.M.)
| | - Lucas Marcelo da Silva Machado
- Laboratory of Human Molecular Genetics, Lutheran University of Brazil (ULBRA), Av. Farroupilha 8001, Canoas 92425-900, RS, Brazil; (C.M.C.B.); (L.M.d.S.M.)
| | - Daisy Crispim
- Endocrine Division, Clinical Hospital of Porto Alegre (HCPA), R. Ramiro Barcelos 2350, Porto Alegre 90035-903, RS, Brazil;
| | - Luís Henrique Canani
- Department of Internal Medicine, Federal University of Rio Grande do Sul (UFRGS), R. Ramiro Barcelos 2400, Porto Alegre 90035-003, RS, Brazil;
| | - Kátia Gonçalves dos Santos
- Laboratory of Human Molecular Genetics, Lutheran University of Brazil (ULBRA), Av. Farroupilha 8001, Canoas 92425-900, RS, Brazil; (C.M.C.B.); (L.M.d.S.M.)
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Røikjer J, Borbjerg MK, Andresen T, Giordano R, Hviid CVB, Mørch CD, Karlsson P, Klonoff DC, Arendt-Nielsen L, Ejskjaer N. Diabetic Peripheral Neuropathy: Emerging Treatments of Neuropathic Pain and Novel Diagnostic Methods. J Diabetes Sci Technol 2024:19322968241279553. [PMID: 39282925 PMCID: PMC11571639 DOI: 10.1177/19322968241279553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2024]
Abstract
BACKGROUND Diabetic peripheral neuropathy (DPN) is a prevalent and debilitating complication of diabetes, often leading to severe neuropathic pain. Although other diabetes-related complications have witnessed a surge of emerging treatments in recent years, DPN has seen minimal progression. This stagnation stems from various factors, including insensitive diagnostic methods and inadequate treatment options for neuropathic pain. METHODS In this comprehensive review, we highlight promising novel diagnostic techniques for assessing DPN, elucidating their development, strengths, and limitations, and assessing their potential as future reliable clinical biomarkers and endpoints. In addition, we delve into the most promising emerging pharmacological and mechanistic treatments for managing neuropathic pain, an area currently characterized by inadequate pain relief and a notable burden of side effects. RESULTS Skin biopsies, corneal confocal microscopy, transcutaneous electrical stimulation, blood-derived biomarkers, and multi-omics emerge as some of the most promising new techniques, while low-dose naltrexone, selective sodium-channel blockers, calcitonin gene-related peptide antibodies, and angiotensin type 2 receptor antagonists emerge as some of the most promising new drug candidates. CONCLUSION Our review concludes that although several promising diagnostic modalities and emerging treatments exist, an ongoing need persists for the further development of sensitive diagnostic tools and mechanism-based, personalized treatment approaches.
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Affiliation(s)
- Johan Røikjer
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark
- Integrative Neuroscience, Aalborg University, Aalborg, Denmark
- Department Clinical Medicine, Aalborg University, Aalborg, Denmark
- Department of Endocrinology, Aalborg University Hospital, Aalborg, Denmark
| | - Mette Krabsmark Borbjerg
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark
- Integrative Neuroscience, Aalborg University, Aalborg, Denmark
| | - Trine Andresen
- Integrative Neuroscience, Aalborg University, Aalborg, Denmark
- Center for Neuroplasticity and Pain, Aalborg University, Aalborg, Denmark
| | - Rocco Giordano
- Center for Neuroplasticity and Pain, Aalborg University, Aalborg, Denmark
| | - Claus Vinter Bødker Hviid
- Department of Biochemistry, Aalborg University Hospital, Aalborg, Denmark
- Department Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Carsten Dahl Mørch
- Integrative Neuroscience, Aalborg University, Aalborg, Denmark
- Center for Neuroplasticity and Pain, Aalborg University, Aalborg, Denmark
| | - Pall Karlsson
- Danish Pain Research Center, Aarhus University, Aarhus, Denmark
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Aarhus, Denmark
| | | | - Lars Arendt-Nielsen
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark
- Center for Neuroplasticity and Pain, Aalborg University, Aalborg, Denmark
- Mech-Sense, Department of Gastroenterology, Aalborg University Hospital, Aalborg, Denmark
| | - Niels Ejskjaer
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark
- Department Clinical Medicine, Aalborg University, Aalborg, Denmark
- Department of Endocrinology, Aalborg University Hospital, Aalborg, Denmark
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Ball C, Jones H, Thomas H, Woodmansey E, Cole W, Schultz G. Impact of continuous topical oxygen therapy on biofilm gene expression in a porcine tissue model. J Wound Care 2024; 33:702-707. [PMID: 39287037 DOI: 10.12968/jowc.2024.0213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/19/2024]
Abstract
OBJECTIVE The effect of continuous topical oxygen therapy (cTOT) on Pseudomonas aeruginosa biofilm gene transcription profiles following inoculation onto porcine skin, using a customised molecular assay was determined. METHOD Sterilised porcine skin explants were inoculated with Pseudomonas aeruginosa in triplicate: 0 hours as negative control; 24 hours cTOT device on; 24 hours cTOT device off. The oxygen delivery system of the cTOT device was applied to the inoculated tissue and covered with a semi-occlusive dressing. All samples were incubated at 37±2°C for 24 hours, with the 0 hours negative control inoculated porcine skin samples recovered immediately. Planktonic suspensions and porcine skin biopsy samples were taken at 0 hours and 24 hours. Samples were processed and quantifiably assessed using gene specific reverse transcription-quantitative polymerase chain reaction assays for a panel of eight Pseudomonas aeruginosa genes (16S, pelA, pslA, rsaL, pcrV, pscQ, acpP, cbrA) associated with biofilm formation, quorum sensing, protein secretion/translocation and metabolism. RESULTS Transcriptional upregulation of pelA, pcrV and acpP, responsible for intracellular adhesion, needletip protein production for type-3 secretion systems and fatty acid synthesis during proliferation, respectively, was observed when the cTOT device was switched on compared to when the device was switched off. Data suggest increased metabolic activity within bacterial cells following cTOT treatment. CONCLUSION cTOT is an adjunctive therapy that supports faster healing and pain reduction in non-healing hypoxic wounds. Oxygen has previously been shown to increase susceptibility of biofilms to antibiotics through enhancing metabolism. Observed gene expression changes highlighted the impact of cTOT on biofilms, potentially influencing antimicrobial treatment success in wounds. Further in vitro and clinical investigations are warranted.
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Affiliation(s)
| | | | | | | | - Windy Cole
- Natrox Wound Care (Inotec AMD Ltd.), Cambridge, UK
- College of Podiatric Medicine, Kent State University, OH, US
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Kąpa M, Koryciarz I, Kustosik N, Jurowski P, Pniakowska Z. Modern Approach to Diabetic Retinopathy Diagnostics. Diagnostics (Basel) 2024; 14:1846. [PMID: 39272631 PMCID: PMC11394437 DOI: 10.3390/diagnostics14171846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Revised: 08/14/2024] [Accepted: 08/18/2024] [Indexed: 09/15/2024] Open
Abstract
This article reviews innovative diagnostic approaches for diabetic retinopathy as the prevalence of diabetes mellitus and its complications continue to escalate. Novel techniques focus on early disease detection. Technological innovations, such as teleophthalmology, smartphone-based photography, artificial intelligence with deep learning, or widefield photography, can enhance diagnostic accuracy and accelerate the treatment. The review highlights teleophthalmology and handheld photography as promising solutions for remote eye care. These methods revolutionize diabetic retinopathy screening, offering cost-effective and accessible solutions. However, the use of these techniques may be limited by insurance coverage in certain world regions. Ultra-widefield photography offers a comprehensive view of up to 80.0% of the retina in a single image, compared to the 34.0% coverage of the traditional seven-field imaging protocol. It allows retinal imaging without pupil dilation, especially for individuals with compromised mydriasis. However, they also have drawbacks, including high costs, artifacts from eyelashes, eyelid margins, and peripheral distortion. Recent advances in artificial intelligence and machine learning, particularly through convolutional neural networks, are revolutionizing diabetic retinopathy diagnostics, enhancing screening efficiency and accuracy. FDA-approved Artificial Intelligence-powered devices such as LumineticsCore™, EyeArt, and AEYE Diagnostic Screening demonstrate high sensitivity and specificity in diabetic retinopathy detection. While Artificial Intelligence offers the potential to improve patient outcomes and reduce treatment costs, challenges such as dataset biases, high initial costs, and cybersecurity risks must be considered to ensure safety and efficiency. Nanotechnology advancements further enhance diagnosis, offering highly branched polyethyleneimine particles with fluorescein sodium (PEI-NHAc-FS) for better fluorescein angiography or vanadium oxide-based metabolic fingerprinting for early detection.
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Affiliation(s)
- Maria Kąpa
- Department of Ophthalmology and Vision Rehabilitation, Medical University of Lodz, 90-549 Lodz, Poland
| | - Iga Koryciarz
- Department of Ophthalmology and Vision Rehabilitation, Medical University of Lodz, 90-549 Lodz, Poland
| | - Natalia Kustosik
- Department of Ophthalmology and Vision Rehabilitation, Medical University of Lodz, 90-549 Lodz, Poland
| | - Piotr Jurowski
- Department of Ophthalmology and Vision Rehabilitation, Medical University of Lodz, 90-549 Lodz, Poland
| | - Zofia Pniakowska
- Department of Ophthalmology and Vision Rehabilitation, Medical University of Lodz, 90-549 Lodz, Poland
- Optegra Eye Clinic, 90-127 Lodz, Poland
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Szulborski KJ, Ramsey DJ. Enhancing diabetic retinopathy screening: Non-mydriatic fundus photography-assisted telemedicine for improved clinical management. World J Diabetes 2024; 15:1820-1823. [PMID: 39192855 PMCID: PMC11346096 DOI: 10.4239/wjd.v15.i8.1820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Revised: 05/29/2024] [Accepted: 06/21/2024] [Indexed: 07/25/2024] Open
Abstract
The utilization of non-mydriatic fundus photography-assisted telemedicine to screen patients with diabetes mellitus for diabetic retinopathy provides an accurate, efficient, and cost-effective method to improve early detection of disease. It has also been shown to correlate with increased participation of patients in other aspects of diabetes care. In particular, patients who undergo teleretinal imaging are more likely to meet Comprehensive Diabetes Care Healthcare Effectiveness Data and Information Set metrics, which are linked to preservation of quality-adjusted life years and additional downstream healthcare savings.
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Affiliation(s)
- Kira J Szulborski
- Department of Ophthalmology, Tufts University School of Medicine, Boston, MA 02111, United States
- Lahey Department of Surgery, Division of Ophthalmology, UMass Chan Medical School, University of Massachusetts, Burlington, MA 01805, United States
| | - David J Ramsey
- Department of Ophthalmology, Tufts University School of Medicine, Boston, MA 02111, United States
- Lahey Department of Surgery, Division of Ophthalmology, UMass Chan Medical School, University of Massachusetts, Burlington, MA 01805, United States
- Graduate Faculty, New England College of Optometry, Boston, MA 02115, United States
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40
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Green JB, Crowley MJ, Thirunavukkarasu S, Maruthur NM, Oldenburg B. The Final Frontier in Diabetes Care: Implementing Research in Real-World Practice. Diabetes Care 2024; 47:1299-1310. [PMID: 38907682 DOI: 10.2337/dci24-0001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 04/25/2024] [Indexed: 06/24/2024]
Abstract
Despite extensive evidence related to the prevention and management of type 2 diabetes (T2D) and its complications, most people at risk for and people who have diabetes do not receive recommended guideline-based care. Clinical implementation of proven care strategies is of the utmost importance because without this, even the most impressive research findings will remain of purely academic interest. In this review, we discuss the promise and challenges of implementing effective approaches to diabetes prevention and care in the real-world setting. We describe successful implementation projects in three critical areas of diabetes care-diabetes prevention, glycemic control, and prevention of diabetes-related complications-which provide a basis for further clinical translation and an impetus to improve the prevention and control of T2D in the community. Advancing the clinical translation of evidence-based care must include recognition of and assessment of existing gaps in care, identification of barriers to the delivery of optimal care, and a locally appropriate plan to address and overcome these barriers. Care models that promote team-based approaches, rather than reliance on patient-provider interactions, will enhance the delivery of contemporary comprehensive diabetes care.
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Affiliation(s)
- Jennifer B Green
- Division of Endocrinology, Department of Medicine, and Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC
| | - Matthew J Crowley
- Division of Endocrinology, Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Sathish Thirunavukkarasu
- Department of Family and Preventive Medicine, Emory School of Medicine, Atlanta, GA
- Emory Global Diabetes Research Center, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Nisa M Maruthur
- Division of General Internal Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Brian Oldenburg
- Department of Public Health and Implementation Science, La Trobe University, and Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
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41
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Lecomte J, de Beeck IO, Mamouris P, Mathieu C, Goderis G. Knowledge and prescribing behaviour of Flemish general practitioners regarding novel glucose-lowering medications: Online cross-sectional survey. Prim Care Diabetes 2024; 18:441-447. [PMID: 38862313 DOI: 10.1016/j.pcd.2024.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Revised: 04/25/2024] [Accepted: 06/02/2024] [Indexed: 06/13/2024]
Abstract
AIMS To determine the knowledge and prescribing behaviour regarding new type 2 diabetes medication in general practice. Physicians in Belgium are bound by the prescription criteria which do not always correspond to the international guidelines. DESIGN & METHOD A mixed methods study with an online questionnaire was conducted in Flanders to collect data on demographic characteristics, theoretical knowledge, and prescribing behaviour, using ten theoretical questions and six clinical cases, based on the American Diabetes Association/European Association for the Study of Diabetes (ADA/EASD) guidelines and the Belgian reimbursement criteria. RESULTS 201 GPs and GPs in training were included in this study with a median age of 30 years and 68 % female participants. On the knowledge questionnaire, the mean test result was 7.15/15 (= 48 %) with a median of 8. Further analysis showed that 90 % of the respondents correctly recommended a sodium-glucose cotransporter 2 (sglt2) inhibitor when the clinical case showed a comorbidity of heart failure, whereas only 42 % suggested correctly a glucagon-like peptide 1 (GLP-1) agonist if presence of cardiovascular disease. Subgroup analysis showed no statistically significant demographic differences in obtained test results. Regarding prescription behaviour, 23 % of the respondents would prescribe medication that did not match the reimbursement criteria in at least one of the 6 proposed clinical cases. CONCLUSION This study highlights the need for enhanced knowledge and updated prescribing practices among Flemish GPs and Trainee GPs to effectively manage patients with T2DM.
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Affiliation(s)
- Julie Lecomte
- Academic Center for General Practice, Department of Public Health and Primary Care, Kapucijnenvoer 7 blok h - box 7001, Leuven 3000, Belgium
| | - Isabelle Op de Beeck
- Academic Center for General Practice, Department of Public Health and Primary Care, Kapucijnenvoer 7 blok h - box 7001, Leuven 3000, Belgium
| | - Pavlos Mamouris
- Academic Center for General Practice, Department of Public Health and Primary Care, Kapucijnenvoer 7 blok h - box 7001, Leuven 3000, Belgium
| | - Chantal Mathieu
- Clinical and Experimental Endocrinology, UZ Herestraat 49 - box 902, Leuven 3000, Belgium
| | - Geert Goderis
- Academic Center for General Practice, Department of Public Health and Primary Care, Kapucijnenvoer 7 blok h - box 7001, Leuven 3000, Belgium.
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42
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Tang Y, Li L, Li J. Association between neutrophil-to-lymphocyte ratio and diabetic retinopathy in patients with type 2 diabetes: a cohort study. Front Endocrinol (Lausanne) 2024; 15:1396161. [PMID: 39055056 PMCID: PMC11269086 DOI: 10.3389/fendo.2024.1396161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 07/01/2024] [Indexed: 07/27/2024] Open
Abstract
Background Chronic inflammation is implicated in the development of diabetic retinopathy (DR). The neutrophil-to-lymphocyte ratio (NLR) is a marker of systemic inflammation that has been linked to cardiovascular and diabetic kidney diseases. However, the link between NLR and DR remains unclear. As such, this study investigated the association between NLR and DR in Chinese patients. Method A total of 857 adults diagnosed with type 2 diabetes mellitus (T2DM) without DR at baseline between 2018 and 2021, from a single center in Ningbo, China, were included. Baseline clinical data, including age, sex, T2DM duration, hypertension, smoking, drinking, glycated hemoglobin level, lipid profile, renal function, and NLR, were recorded and analyzed. Cox proportional hazard regression analysis was used to assess the association between NLR and the risk for incident DR. Results During a median follow-up of 3.0 years, 140 patients developed DR. The multivariable-adjusted hazard ratio (HR) for incident DR across ascending NLR quartiles (≤1.46 [reference], 1.47-1.90, 1.91-2.45 and > 2.45) were 1.000, 1.327 (95% confidence interval [CI] 0.754-2.334), 1.555 (95% CI 0.913-2.648) and 2.217 (95% CI 1.348-3.649), respectively. For each 1-standard deviation increase in NLR, the risk for DR increased by 29.2% (HR 1.292 [95% CI 1.112-1.501) after adjusting for confounding factors. Conclusion Results revealed that a higher NLR at baseline was associated with an increased risk for incident DR. NLR has the potential to be an inexpensive, reliable, and valuable clinical measure that merits further exploration in future studies.
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Affiliation(s)
| | | | - Jialin Li
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Ningbo University, Ningbo, China
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43
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Owess MM, Owda AY, Owda M, Massad S. Supervised Machine Learning-Based Models for Predicting Raised Blood Sugar. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:840. [PMID: 39063417 PMCID: PMC11276316 DOI: 10.3390/ijerph21070840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 06/21/2024] [Accepted: 06/26/2024] [Indexed: 07/28/2024]
Abstract
Raised blood sugar (hyperglycemia) is considered a strong indicator of prediabetes or diabetes mellitus. Diabetes mellitus is one of the most common non-communicable diseases (NCDs) affecting the adult population. Recently, the prevalence of diabetes has been increasing at a faster rate, especially in developing countries. The primary concern associated with diabetes is the potential for serious health complications to occur if it is not diagnosed early. Therefore, timely detection and screening of diabetes is considered a crucial factor in treating and controlling the disease. Population screening for raised blood sugar aims to identify individuals at risk before symptoms appear, enabling timely intervention and potentially improved health outcomes. However, implementing large-scale screening programs can be expensive, requiring testing, follow-up, and management resources, potentially straining healthcare systems. Given the above facts, this paper presents supervised machine-learning models to detect and predict raised blood sugar. The proposed raised blood sugar models utilize diabetes-related risk factors including age, body mass index (BMI), eating habits, physical activity, prevalence of other diseases, and fasting blood sugar obtained from the dataset of the STEPwise approach to NCD risk factor study collected from adults in the Palestinian community. The diabetes risk factor obtained from the STEPS dataset was used as input for building the prediction model that was trained using various types of supervised learning classification algorithms including random forest, decision tree, Adaboost, XGBoost, bagging decision trees, and multi-layer perceptron (MLP). Based on the experimental results, the raised blood sugar models demonstrated optimal performance when implemented with a random forest classifier, yielding an accuracy of 98.4%. Followed by the bagging decision trees, XGBoost, MLP, AdaBoost, and decision tree with an accuracy of 97.4%, 96.4%, 96.3%, 95.2%, and 94.8%, respectively.
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Affiliation(s)
- Marwa Mustafa Owess
- Department of Natural, Engineering, and Technology Sciences, Arab American University, Ramallah P600, Palestine;
- The World Health Organization, Jerusalem P.O. Box 54812, Palestine;
| | - Amani Yousef Owda
- Department of Natural, Engineering, and Technology Sciences, Arab American University, Ramallah P600, Palestine;
| | - Majdi Owda
- Faculty of Data Science, UNESCO Chair in Data Science for Sustainable Development, Arab American University, Ramallah P600, Palestine;
| | - Salwa Massad
- The World Health Organization, Jerusalem P.O. Box 54812, Palestine;
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Vaccaro MI, De Tata V, Gonzalez CD. Editorial: Autophagy in endocrine-metabolic diseases associated with aging: Volume II. Front Endocrinol (Lausanne) 2024; 15:1439492. [PMID: 38952396 PMCID: PMC11215131 DOI: 10.3389/fendo.2024.1439492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Accepted: 06/06/2024] [Indexed: 07/03/2024] Open
Affiliation(s)
- Maria Ines Vaccaro
- Institute of Biochemistry and Molecular Medicine Prof Alberto Boveris, University of Buenos Aires, National Council for Scientific and Technical Research (CONICET), Buenos Aires, Argentina
| | - Vincenzo De Tata
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Claudio Daniel Gonzalez
- Center for Medical Education and Clinic Research (CEMIC) University Institute, Buenos Aires, Argentina
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Atmaca A, Ketenci A, Sahin I, Sengun IS, Oner RI, Erdem Tilki H, Adas M, Soyleli H, Demir T. Expert opinion on screening, diagnosis and management of diabetic peripheral neuropathy: a multidisciplinary approach. Front Endocrinol (Lausanne) 2024; 15:1380929. [PMID: 38952393 PMCID: PMC11215140 DOI: 10.3389/fendo.2024.1380929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 05/15/2024] [Indexed: 07/03/2024] Open
Abstract
The proposed expert opinion aimed to address the current knowledge on conceptual, clinical, and therapeutic aspects of diabetic peripheral neuropathy (DPN) and to provide a guidance document to assist clinicians for the best practice in DPN care. The participating experts consider the suspicion of the disease by clinicians as a key factor in early recognition and diagnosis, emphasizing an improved awareness of the disease by the first-admission or referring physicians. The proposed "screening and diagnostic" algorithm involves the consideration of DPN in a patient with prediabetes or diabetes who presents with neuropathic symptoms and/or signs of neuropathy in the presence of DPN risk factors, with careful consideration of laboratory testing to rule out other causes of distal symmetric peripheral neuropathy and referral for a detailed neurological work-up for a confirmative test of either small or large nerve fiber dysfunction in atypical cases. Although, the first-line interventions for DPN are currently represented by optimized glycemic control (mainly for type 1 diabetes) and multifactorial intervention (mainly for type 2 diabetes), there is a need for individualized pathogenesis-directed treatment approaches for DPN. Alpha-lipoic acid (ALA) seems to be an important first-line pathogenesis-directed agent, given that it is a direct and indirect antioxidant that works with a strategy targeted directly against reactive oxygen species and indirectly in favor of endogenous antioxidant capacity for improving DPN conditions. There is still a gap in existing research in the field, necessitating well-designed, robust, multicenter clinical trials with sensitive endpoints and standardized protocols to facilitate the diagnosis of DPN via a simple and effective algorithm and to track progression of disease and treatment response. Identification of biomarkers/predictors that would allow an individualized approach from a potentially disease-modifying perspective may provide opportunities for novel treatments that would be efficacious in early stages of DPN, and may modify the natural course of the disease. This expert opinion document is expected to increase awareness among physicians about conceptual, clinical, and therapeutic aspects of DPN and to assist them in timely recognition of DPN and translating this information into their clinical practice for best practice in the management of patients with DPN.
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Affiliation(s)
- Aysegul Atmaca
- Department of Endocrinology and Metabolism, Ondokuz Mayis University Faculty of Medicine, Samsun, Türkiye
| | - Aysegul Ketenci
- Department of Physical Medicine and Rehabilitation, Koc University Faculty of Medicine, Istanbul, Türkiye
| | - Ibrahim Sahin
- Department of Endocrinology and Metabolism, Inonu University Faculty of Medicine, Malatya, Türkiye
| | - Ihsan Sukru Sengun
- Department of Neurology, Dokuz Eylul University Faculty of Medicine, Izmir, Türkiye
| | - Ramazan Ilyas Oner
- Department of Internal Medicine, Adiyaman University Faculty of Medicine, Adiyaman, Türkiye
| | - Hacer Erdem Tilki
- Department of Neurology, Ondokuz Mayis University Faculty of Medicine, Samsun, Türkiye
| | - Mine Adas
- Department of Endocrinology, Prof. Dr. Cemil Tascioglu City Hospital, Istanbul, Türkiye
| | - Hatice Soyleli
- Department of Medical Affairs, Abdi Ibrahim Pharmaceuticals, Istanbul, Türkiye
| | - Tevfik Demir
- Department of Endocrinology and Metabolism, Dokuz Eylul University Faculty of Medicine, Izmir, Türkiye
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Ekelund C, Dereke J, Nilsson C, Landin-Olsson M. Are soluble E-selectin, ICAM-1, and VCAM-1 potential predictors for the development of diabetic retinopathy in young adults, 15-34 years of age? A Swedish prospective cohort study. PLoS One 2024; 19:e0304173. [PMID: 38843125 PMCID: PMC11156360 DOI: 10.1371/journal.pone.0304173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Accepted: 05/08/2024] [Indexed: 06/09/2024] Open
Abstract
The aim of this study was to determine plasma levels of three adhesion molecules that may contribute to the development of diabetic retinopathy; soluble endothelial selectin (sE-selectin), soluble intercellular adhesion molecule-1 (sICAM-1), and soluble vascular cell adhesion molecule-1 (sVCAM-1), in young adults, aged 15-34 years at diagnosis of diabetes, to find potential predictors for development of retinopathy, and to evaluate their relation to diabetes associated autoantibodies. Participants with type 1 (n = 169) and type 2 diabetes (n = 83) were selected from the complications trial of the Diabetes Incidence Study in Sweden and classified in two subgroups according to presence (n = 80) or absence (n = 172) of retinopathy as determined by retinal photography at follow-up 8-10 years after diagnosis of diabetes. Blood samples were collected at diagnosis in 1987-88. The levels of sE-selectin, sICAM-1, and sVCAM-1 were analysed by enzyme-linked immunosorbent assay and islet cell antibodies by a prolonged two-colour immunofluorescent assay. Mean HbA1c (p<0.001) and clinical characteristics: mean body mass index (p = 0.019), systolic blood pressure (p = 0.002), diastolic blood pressure (p = 0.003), male gender (p = 0.026), and young age at diagnosis of diabetes (p = 0.015) remained associated with development of retinopathy in type 1 diabetes. However, in a multivariate analysis only HbA1c remained as a risk factor. sE-selectin was significantly higher in the group with type 2 diabetes and retinopathy, compared to the group with type 2 diabetes without retinopathy (p = 0.04). Regarding sE-selectin, sICAM-1, and sVCAM-1 in participants with type 1 diabetes, no differences were observed between the groups with or without retinopathy. This trial confirmed the role of HbA1c and clinical characteristics as predictors for development of retinopathy in type 1 diabetes. sE-selectin stands out as a potential predictor for development of retinopathy in type 2 diabetes, whereas a predictive role for sICAM-1 and sVCAM-1 could not be identified neither for type 1 nor type 2 diabetes.
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Affiliation(s)
- Charlotte Ekelund
- Diabetes Research Laboratory, Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden
| | - Jonatan Dereke
- Diabetes Research Laboratory, Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden
| | - Charlotta Nilsson
- Diabetes Research Laboratory, Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden
- Department of Pediatrics, Helsingborg Hospital, Helsingborg, Sweden
| | - Mona Landin-Olsson
- Diabetes Research Laboratory, Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden
- Department of Endocrinology, Skåne University Hospital, Lund, Sweden
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Wufuer A, Ma J, Ainiwa P, Zhou Q. Influence of continuous 4C nursing on quality of life and self-care ability of patients with diabetes retinopathy: An observational study. Medicine (Baltimore) 2024; 103:e37920. [PMID: 38758866 PMCID: PMC11098241 DOI: 10.1097/md.0000000000037920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 03/27/2024] [Indexed: 05/19/2024] Open
Abstract
This study aims to investigate the impact of continuous 4C nursing on patients with diabetes retinopathy (DR) and its influence on self-care ability. A total of 100 DR patients admitted to our hospital from October 2020 to October 2022 were randomly divided into a control group and an observation group, with 50 cases in each group. The control group received routine care, while the observation group received continuous 4C care. The nursing effects of both groups were compared. After nursing, the observation group showed a lower self-rating anxiety scale score and a higher self-care ability scale score compared to the control group (P < .05). The SQQL-VI scores for all social activities were also higher in the observation group (P < .05). Additionally, the observation group had lower levels of fasting blood glucose, 2-hour postprandial blood glucose, and glycated hemoglobin than the control group (P < .05). Moreover, the observation group had higher visual acuity and lower intraocular pressure than the control group (P < .05). The visual impairment rate was lower and the overall compliance rate was higher in the observation group compared to the control group (P < .05). After nursing, both groups showed improvements in symptoms, visual function, physical function, psychological and social activity scores, visual acuity, and patient satisfaction scores. The observation group showed greater improvements compared to the control group (P < .05). The application of continuous 4C nursing in DR patients has shown positive effects, including improved patient compliance and satisfaction, enhanced patient quality of life and visual acuity. These findings suggest that continuous 4C nursing should be widely promoted and applied in clinical practice.
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Affiliation(s)
- Ayixianmuguli Wufuer
- Ophthalmology Department of Xinjiang Uygur Autonomous Region People’s Hospital Urumqi, Xinjiang, China
| | - Jiamei Ma
- Ophthalmology Department of Xinjiang Uygur Autonomous Region People’s Hospital Urumqi, Xinjiang, China
| | - Pazilaiti Ainiwa
- Ophthalmology Department of Xinjiang Uygur Autonomous Region People’s Hospital Urumqi, Xinjiang, China
| | - Qi Zhou
- Ophthalmology Department of Xinjiang Uygur Autonomous Region People’s Hospital Urumqi, Xinjiang, China
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Akhtar S. Diabetes-induced peripheral neuropathy: Is prescribing physical exercise the answer? BIOMOLECULES & BIOMEDICINE 2024; 24:436-439. [PMID: 38215034 PMCID: PMC11088892 DOI: 10.17305/bb.2023.10188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 01/11/2024] [Indexed: 01/14/2024]
Abstract
Diabetes mellitus, a chronic metabolic disorder characterized by hyperglycemia, has become a global health concern with an increasing prevalence worldwide. The International Diabetes Federation (IDF) estimates that over 537 million adults currently have diabetes, and they project that this figure will likely exceed 780 million by 2045. In addition, a further 541 million adults are thought to exhibit impaired glucose tolerance/prediabetes. Among its many complications, diabetic peripheral neuropathy (DPN) affects up to 50% of sufferers, with some studies showing that its prevalence, even in prediabetes, may be as high as 77%. Read more in the PDF.
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Affiliation(s)
- Saghir Akhtar
- Division of Human Function and Therapeutics, College of Medicine, QU Health, Qatar University, Doha, Qatar
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Morales-Rodriguez DP, González-Cantú A, Garza-Silva A, Rivera-Cavazos A, Fernández-Chau IF, Cepeda-Medina AB, Sanz-Sánchez MA, Del Rio-Parra GF, Torres-Fuentes MA, Rodriguez-Puente MA, Romero-Ibarguengoitia ME. Effect of the SARS-CoV-2 pandemic on metabolic control in patients with type 2 diabetes: a 5-year cohort follow-up managed by a dynamic multidisciplinary team in Northeastern Mexico. Diabetol Metab Syndr 2024; 16:94. [PMID: 38664823 PMCID: PMC11044561 DOI: 10.1186/s13098-024-01318-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 03/25/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND The SARS-CoV-2 pandemic brought a radical shift in the healthcare system and suboptimal care for vulnerable patients, such as those with Type 2 Diabetes Mellitus (T2D). Therefore, we compared metabolic control and macro/microvascular complications of patients with T2D before and throughout the three-year SARS-CoV-2 pandemic. RESEARCH DESIGN AND METHODS A retrospective observational cohort of subjects with T2D studied from 2018 to 2022 in Northern Mexico was treated by a dynamic multidisciplinary team. Levels of Glycated hemoglobin (HbA1c), fasting serum glucose (FG), LDL-Cholesterol (LDL-C), blood pressure (BP), albuminuria, triglycerides, Body Mass Index (BMI), and FIB-4 score, micro and macrovascular complications were evaluated. RESULTS A total of 999 patients were studied, 51.7% males with a mean (SD) age of 60.1 (12.7) years. Adequate glycemic control based on HbA1c increased by 15.2% and 42.3% in FSG (p < 0.001) between the beginning 2018 and the end of 2022. LDL-C control decreased by 5.1% between 2018 and 2022 (p < 0.001). Systolic BP control decreased by 2.6% (p < 0.001), whereas diastolic BP control increased by 1.8% (p = 0.01) between 2018 and 2022. Albuminuria control increased by 8.5% (p = 0.002). When comparing the Area Under the Curve (AUC) of metabolic parameters between patients who developed SARS-CoV-2 vs. those who did not, AUC was statistically higher in those who developed SARS-CoV-2 (p < 0.05). Diabetic neuropathy was the most prevalent microvascular complication (n = 35; 3.6%); ischemic heart disease was the most frequent macrovascular complication (n = 11;1.1%). CONCLUSIONS A multidisciplinary dynamic team that adapts to the pandemic SARS-CoV-2 maintains and increases metabolic control in subjects with type 2 diabetes in Mexico. This represents a low percentage of chronic complications. The AUC of metabolic parameters of subjects with SARS-CoV-2 infection is higher, reflecting more variability in metabolic control.
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Affiliation(s)
- Devany Paola Morales-Rodriguez
- Reseach Deparment, Hospital Clinica Nova de Monterrey, San Nicolas de los Garza, Nuevo Leon, Mexico
- Medical School, Vicerrectoria de Ciencias de la Salud, Universidad de Monterrey, San Pedro Garza Garcia, Nuevo Leon, Mexico
| | - Arnulfo González-Cantú
- Reseach Deparment, Hospital Clinica Nova de Monterrey, San Nicolas de los Garza, Nuevo Leon, Mexico
- Medical School, Vicerrectoria de Ciencias de la Salud, Universidad de Monterrey, San Pedro Garza Garcia, Nuevo Leon, Mexico
| | - Arnulfo Garza-Silva
- Reseach Deparment, Hospital Clinica Nova de Monterrey, San Nicolas de los Garza, Nuevo Leon, Mexico
| | - Andrea Rivera-Cavazos
- Reseach Deparment, Hospital Clinica Nova de Monterrey, San Nicolas de los Garza, Nuevo Leon, Mexico
| | - Iván Francisco Fernández-Chau
- Reseach Deparment, Hospital Clinica Nova de Monterrey, San Nicolas de los Garza, Nuevo Leon, Mexico
- Medical School, Vicerrectoria de Ciencias de la Salud, Universidad de Monterrey, San Pedro Garza Garcia, Nuevo Leon, Mexico
| | - Andrea Belinda Cepeda-Medina
- Reseach Deparment, Hospital Clinica Nova de Monterrey, San Nicolas de los Garza, Nuevo Leon, Mexico
- Medical School, Vicerrectoria de Ciencias de la Salud, Universidad de Monterrey, San Pedro Garza Garcia, Nuevo Leon, Mexico
| | - Miguel Angel Sanz-Sánchez
- Reseach Deparment, Hospital Clinica Nova de Monterrey, San Nicolas de los Garza, Nuevo Leon, Mexico
- Medical School, Vicerrectoria de Ciencias de la Salud, Universidad de Monterrey, San Pedro Garza Garcia, Nuevo Leon, Mexico
| | | | - María Angelina Torres-Fuentes
- Medical School, Vicerrectoria de Ciencias de la Salud, Universidad de Monterrey, San Pedro Garza Garcia, Nuevo Leon, Mexico
| | - Miguel Assael Rodriguez-Puente
- Medical School, Vicerrectoria de Ciencias de la Salud, Universidad de Monterrey, San Pedro Garza Garcia, Nuevo Leon, Mexico
| | - Maria Elena Romero-Ibarguengoitia
- Reseach Deparment, Hospital Clinica Nova de Monterrey, San Nicolas de los Garza, Nuevo Leon, Mexico.
- Medical School, Vicerrectoria de Ciencias de la Salud, Universidad de Monterrey, San Pedro Garza Garcia, Nuevo Leon, Mexico.
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50
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Romero-Aroca P, Verges R, Pascual-Fontanilles J, Valls A, Franch-Nadal J, Mundet X, Moreno A, Basora J, Garcia-Curto E, Baget-Bernaldiz M. Referable Diabetic Retinopathy Prediction Algorithm Applied to a Population of 120,389 Type 2 Diabetics over 11 Years Follow-Up. Diagnostics (Basel) 2024; 14:833. [PMID: 38667478 PMCID: PMC11049383 DOI: 10.3390/diagnostics14080833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 04/11/2024] [Accepted: 04/15/2024] [Indexed: 04/28/2024] Open
Abstract
(1) Background: Although DR screening is effective, one of its most significant problems is a lack of attendance. The aim of the present study was to demonstrate the effectiveness of our algorithm in predicting the development of any type of DR and referable DR. (2) Methods: A retrospective study with an 11-year follow-up of a population of 120,389 T2DM patients was undertaken. (3) Results: Applying the results of the algorithm showed an AUC of 0.93 (95% CI, 0.92-0.94) for any DR and 0.90 (95% CI, 0.89-0.91) for referable DR. Therefore, we achieved a promising level of agreement when applying our algorithm. (4) Conclusions: The algorithm is useful for predicting which patients may develop referable forms of DR and also any type of DR. This would allow a personalized screening plan to be drawn up for each patient.
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Affiliation(s)
- Pedro Romero-Aroca
- Ophthalmology Service, University Hospital Sant Joan, Pere Virgili Health Research Institute (IISPV), 43204 Reus, Spain; (R.V.); (E.G.-C.); (M.B.-B.)
| | - Raquel Verges
- Ophthalmology Service, University Hospital Sant Joan, Pere Virgili Health Research Institute (IISPV), 43204 Reus, Spain; (R.V.); (E.G.-C.); (M.B.-B.)
| | - Jordi Pascual-Fontanilles
- ITAKA Research Group, Department of Computer Science and Mathematics, Pere Virgili Health Research Institute (IISPV), Universitat Rovira i Virgili, 43007 Tarragona, Spain; (J.P.-F.); (A.M.)
| | - Aida Valls
- ITAKA Research Group, Department of Computer Science and Mathematics, Pere Virgili Health Research Institute (IISPV), Universitat Rovira i Virgili, 43007 Tarragona, Spain; (J.P.-F.); (A.M.)
| | - Josep Franch-Nadal
- Diabetis des de l’Atenció Primária (DAP)-Cat Group, Unitat de Suport a la Recerca Barcelona, Fundació Institut Universitari per a la Recerca a l’Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGOL), 08007 Barcelona, Spain; (J.F.-N.); (X.M.); (J.B.)
| | - Xavier Mundet
- Diabetis des de l’Atenció Primária (DAP)-Cat Group, Unitat de Suport a la Recerca Barcelona, Fundació Institut Universitari per a la Recerca a l’Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGOL), 08007 Barcelona, Spain; (J.F.-N.); (X.M.); (J.B.)
| | - Antonio Moreno
- ITAKA Research Group, Department of Computer Science and Mathematics, Pere Virgili Health Research Institute (IISPV), Universitat Rovira i Virgili, 43007 Tarragona, Spain; (J.P.-F.); (A.M.)
| | - Josep Basora
- Diabetis des de l’Atenció Primária (DAP)-Cat Group, Unitat de Suport a la Recerca Barcelona, Fundació Institut Universitari per a la Recerca a l’Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGOL), 08007 Barcelona, Spain; (J.F.-N.); (X.M.); (J.B.)
| | - Eugeni Garcia-Curto
- Ophthalmology Service, University Hospital Sant Joan, Pere Virgili Health Research Institute (IISPV), 43204 Reus, Spain; (R.V.); (E.G.-C.); (M.B.-B.)
| | - Marc Baget-Bernaldiz
- Ophthalmology Service, University Hospital Sant Joan, Pere Virgili Health Research Institute (IISPV), 43204 Reus, Spain; (R.V.); (E.G.-C.); (M.B.-B.)
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