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Reurean-Pintilei D, Pantea Stoian A, Potcovaru CG, Salmen T, Cinteză D, Stoica RA, Lazăr S, Timar B. Skin Autofluorescence as a Potential Adjunctive Marker for Cardiovascular Risk Assessment in Type 2 Diabetes: A Systematic Review. Int J Mol Sci 2024; 25:3889. [PMID: 38612699 PMCID: PMC11012197 DOI: 10.3390/ijms25073889] [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: 03/04/2024] [Revised: 03/23/2024] [Accepted: 03/29/2024] [Indexed: 04/14/2024] Open
Abstract
Diabetes mellitus (DM), due to its long-term hyperglycemia, leads to the accumulation of advanced glycation end-products (AGEs), especially in the vessel walls. Skin autofluorescence (SAF) is a non-invasive tool that measures AGEs. DM patients have a rich dietary source in AGEs, associated with high oxidative stress and long-term inflammation. AGEs represent a cardiovascular (CV) risk factor, and they are linked with CV events. Our objective was to assess whether SAF predicts future CV events (CVE) by examining its association with other CV risk factors in patients with type 2 DM (T2DM). Additionally, we assessed the strengths and limitations of SAF as a predictive tool for CVE. Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses methodology, we conducted a systematic review with CRD42024507397 protocol, focused on AGEs, T2DM, SAF, and CV risk. We identified seven studies from 2014 to 2024 that predominantly used the AGE Reader Diagnostic Optic tool. The collective number of patients involved is 8934, with an average age of 63. So, SAF is a valuable, non-invasive marker for evaluating CV risk in T2DM patients. It stands out as a CV risk factor associated independently with CVE. SAF levels are influenced by prolonged hyperglycemia, lifestyle, aging, and other chronic diseases such as depression, and it can be used as a predictive tool for CVE.
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Affiliation(s)
- Delia Reurean-Pintilei
- Doctoral School of Medicine and Pharmacy, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- Centre for Molecular Research in Nephrology and Vascular Disease, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- Department of Diabetes, Nutrition and Metabolic Diseases, Consultmed Medical Centre, 700544 Iasi, Romania
| | - Anca Pantea Stoian
- Diabetes, Nutrition and Metabolic Diseases Department, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Claudia-Gabriela Potcovaru
- 9th Department of Physical Medicine and Rehabilitation, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Teodor Salmen
- Doctoral School, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Delia Cinteză
- 9th Department of Physical Medicine and Rehabilitation, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Roxana-Adriana Stoica
- Doctoral School, “Carol Davila” University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Sandra Lazăr
- Centre for Molecular Research in Nephrology and Vascular Disease, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- First Department of Internal Medicine, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- Department of Hematology, Emergency Municipal Hospital Timisoara, 300041 Timisoara, Romania
| | - Bogdan Timar
- Centre for Molecular Research in Nephrology and Vascular Disease, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- Second Department of Internal Medicine, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- Department of Diabetes, Nutrition and Metabolic Diseases, “Pius Brinzeu” Emergency Hospital, 300723 Timisoara, Romania
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Lai SWT, Lopez Gonzalez EDJ, Zoukari T, Ki P, Shuck SC. Methylglyoxal and Its Adducts: Induction, Repair, and Association with Disease. Chem Res Toxicol 2022; 35:1720-1746. [PMID: 36197742 PMCID: PMC9580021 DOI: 10.1021/acs.chemrestox.2c00160] [Citation(s) in RCA: 46] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Metabolism is an essential part of life that provides energy for cell growth. During metabolic flux, reactive electrophiles are produced that covalently modify macromolecules, leading to detrimental cellular effects. Methylglyoxal (MG) is an abundant electrophile formed from lipid, protein, and glucose metabolism at intracellular levels of 1-4 μM. MG covalently modifies DNA, RNA, and protein, forming advanced glycation end products (MG-AGEs). MG and MG-AGEs are associated with the onset and progression of many pathologies including diabetes, cancer, and liver and kidney disease. Regulating MG and MG-AGEs is a potential strategy to prevent disease, and they may also have utility as biomarkers to predict disease risk, onset, and progression. Here, we review recent advances and knowledge surrounding MG, including its production and elimination, mechanisms of MG-AGEs formation, the physiological impact of MG and MG-AGEs in disease onset and progression, and the latter in the context of its receptor RAGE. We also discuss methods for measuring MG and MG-AGEs and their clinical application as prognostic biomarkers to allow for early detection and intervention prior to disease onset. Finally, we consider relevant clinical applications and current therapeutic strategies aimed at targeting MG, MG-AGEs, and RAGE to ultimately improve patient outcomes.
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Affiliation(s)
- Seigmund Wai Tsuen Lai
- Department of Diabetes and Cancer Metabolism, Arthur Riggs Diabetes and Metabolism Research Institute, City of Hope Comprehensive Cancer Center, Duarte, California 91010, United States
| | - Edwin De Jesus Lopez Gonzalez
- Department of Diabetes and Cancer Metabolism, Arthur Riggs Diabetes and Metabolism Research Institute, City of Hope Comprehensive Cancer Center, Duarte, California 91010, United States
| | - Tala Zoukari
- Department of Diabetes and Cancer Metabolism, Arthur Riggs Diabetes and Metabolism Research Institute, City of Hope Comprehensive Cancer Center, Duarte, California 91010, United States
| | - Priscilla Ki
- Department of Diabetes and Cancer Metabolism, Arthur Riggs Diabetes and Metabolism Research Institute, City of Hope Comprehensive Cancer Center, Duarte, California 91010, United States
| | - Sarah C Shuck
- Department of Diabetes and Cancer Metabolism, Arthur Riggs Diabetes and Metabolism Research Institute, City of Hope Comprehensive Cancer Center, Duarte, California 91010, United States
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Tomaszewski EL, Orchard TJ, Hawkins MS, Conway RB, Buchanich JM, Maynard J, Songer T, Costacou T. Predictors of Change in Skin Intrinsic Fluorescence in Type 1 Diabetes: The Epidemiology of Diabetes Complications Study. J Diabetes Sci Technol 2021; 15:1368-1376. [PMID: 33993770 PMCID: PMC8655295 DOI: 10.1177/19322968211014337] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
BACKGROUND Skin intrinsic fluorescent (SIF) scores are indirect measures of advanced glycation end-products (AGEs). SIF scores are cross-sectionally associated with type 1 diabetes (T1D) complications such as increased albumin excretion rate (AER), coronary artery calcification (CAC) and neuropathy. We assessed predictors of SIF score change in those with T1D. METHODS Data from the 30-year longitudinal Epidemiology of Diabetes Complications (EDC) study of childhood-onset T1D were used to assess AGEs measured with a SIF score produced by the SCOUT DS® device. SIF scores were assessed twice in 83 participants: between 2007-08 and again between 2010-14. Regression analyses were used to assess independent predictors of SIF score change. RESULTS At baseline, mean age was 47.9 ± 6.9 years, diabetes duration was 36.7 ± 6.4 years, and median glycosylated hemoglobin (HbA1c) was 7.1 (interquartile range: 6.5, 8.5). During a mean follow-up of 5.2 ± 0.9 years, mean change in SIF score was 2.9 ± 2.8 arbitrary units. In multivariable linear regression models, log HbA1c (P < 0.001), log estimated glomerular filtration rate (eGFR) (P < 0.001), overt nephropathy (defined as AER ≥ 200 µg/min, P = 0.06), and multiple daily insulin shots/pump use (MDI) exposure years (P = 0.02) were independent predictors of SIF score change. CONCLUSIONS Increases in SIF score over 5 years were related to increased glycemic levels and decreased kidney function (eGFR). MDI and glomerular damage were related to a decreased SIF score. This is one of the first studies with repeated SIF assessments in T1D and provides unique, albeit preliminary, insight about these associations.
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Affiliation(s)
- Erin L. Tomaszewski
- Graduate School of Public Health
Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Trevor J. Orchard
- Graduate School of Public Health
Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Marquis S. Hawkins
- Graduate School of Public Health
Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Jeanine M. Buchanich
- Graduate School of Public Health
Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, USA
| | - John Maynard
- Medical Device and Diagnostics
Consultant, Atlanta, GA, USA
| | - Thomas Songer
- Graduate School of Public Health
Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Tina Costacou
- Graduate School of Public Health
Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA
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Lanna C, Zangrilli A, Bavetta M, Diluvio L, Campione E, Bianchi L. Skin advanced glycation end products as a diagnostic and monitoring tool among psoriatic patients: how the therapy helps reduce cardiovascular disease risk. Int J Dermatol 2021; 61:577-581. [PMID: 34432309 DOI: 10.1111/ijd.15851] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 06/30/2021] [Accepted: 07/26/2021] [Indexed: 12/01/2022]
Abstract
BACKGROUND AND AIMS Psoriasis is a disturbing and burdensome inflammatory skin disorder, with a global prevalence of 2-3%. An increased risk of cardiometabolic disease between psoriatic patients has been recently demonstrated. This is probably due to the psoriasis systemic inflammation and the increased levels of inflammatory cytokines, such as IL-17, IL-23, and TNF-α. Advanced glycation end products (AGEs) are the products of nonenzymatic glycation and oxidation of proteins and lipids which modify their structure and function. They have a significant role in the pathogenesis of diabetic nephropathy, atherosclerosis, and cardiovascular diseases of diabetic adults and children. The accumulation of AGEs can be measured by skin autofluorescence (SAF). Adalimumab (Humira ®) is a fully human monoclonal antibody, administered via subcutaneous injection, which binds the tumor necrosis factor (TNF) and is used to treat moderate-to-severe chronic plaque psoriasis. We performed an observational prospective study of 24 weeks to assess the reduction of AGEs through SAF measurement during treatment with adalimumab. METHODS SAF measurements in patients were performed at T0 and after 24 weeks of therapy. Adalimumab efficacy was assessed using Psoriasis Area and Severity Index (PASI), Visual Analogue Scale (VAS) for pain, and erythrocyte sedimentation rate (ESR). RESULTS ESR, AGEs, PASI, and VAS for pain decreased throughout the study period. CONCLUSION Adalimumab reduced AGEs in psoriatic patients. Biologic therapies may also prevent cardiovascular disease, suggesting a new approach of combined therapy for psoriasis and cardiovascular diseases.
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Affiliation(s)
- Caterina Lanna
- Dermatology Unit, System Medicine Department, University of Tor Vergata, Viale Oxford 81, Rome, 00133, Italy
| | - Arianna Zangrilli
- Dermatology Unit, System Medicine Department, University of Tor Vergata, Viale Oxford 81, Rome, 00133, Italy
| | - Mauro Bavetta
- Dermatology Unit, System Medicine Department, University of Tor Vergata, Viale Oxford 81, Rome, 00133, Italy
| | - Laura Diluvio
- Dermatology Unit, System Medicine Department, University of Tor Vergata, Viale Oxford 81, Rome, 00133, Italy
| | - Elena Campione
- Dermatology Unit, System Medicine Department, University of Tor Vergata, Viale Oxford 81, Rome, 00133, Italy
| | - Luca Bianchi
- Dermatology Unit, System Medicine Department, University of Tor Vergata, Viale Oxford 81, Rome, 00133, Italy
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Millán Á, Lanzer P, Sorribas V. The Thermodynamics of Medial Vascular Calcification. Front Cell Dev Biol 2021; 9:633465. [PMID: 33937234 PMCID: PMC8080379 DOI: 10.3389/fcell.2021.633465] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 03/18/2021] [Indexed: 12/14/2022] Open
Abstract
Medial vascular calcification (MVC) is a degenerative process that involves the deposition of calcium in the arteries, with a high prevalence in chronic kidney disease (CKD), diabetes, and aging. Calcification is the process of precipitation largely of calcium phosphate, governed by the laws of thermodynamics that should be acknowledged in studies of this disease. Amorphous calcium phosphate (ACP) is the key constituent of early calcifications, mainly composed of Ca2+ and PO4 3- ions, which over time transform into hydroxyapatite (HAP) crystals. The supersaturation of ACP related to Ca2+ and PO4 3- activities establishes the risk of MVC, which can be modulated by the presence of promoter and inhibitor biomolecules. According to the thermodynamic parameters, the process of MVC implies: (i) an increase in Ca2+ and PO4 3- activities (rather than concentrations) exceeding the solubility product at the precipitating sites in the media; (ii) focally impaired equilibrium between promoter and inhibitor biomolecules; and (iii) the progression of HAP crystallization associated with nominal irreversibility of the process, even when the levels of Ca2+ and PO4 3- ions return to normal. Thus, physical-chemical processes in the media are fundamental to understanding MVC and represent the most critical factor for treatments' considerations. Any pathogenetical proposal must therefore comply with the laws of thermodynamics and their expression within the medial layer.
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Affiliation(s)
- Ángel Millán
- Instituto de Nanociencia y Materiales de Aragón (INMA), CSIC-Universidad de Zaragoza, Zaragoza, Spain
| | - Peter Lanzer
- Division of Cardiovascular Disease, Department of Internal Medicine, Health Care Center Bitterfeld, Bitterfeld-Wolfen gGmbH, Bitterfeld-Wolfen, Germany
| | - Víctor Sorribas
- Molecular Toxicology Group, Department of Biochemistry and Molecular and Cell Biology, University of Zaragoza, Zaragoza, Spain
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Abstract
Coronary artery atherosclerosis and atherosclerotic plaque rupture cause coronary artery disease (CAD). Advanced glycation end products (AGE) and its cell receptor RAGE, and soluble receptor (sRAGE) and endogenous secretory RAGE (esRAGE) may be involved in the development of atherosclerosis. AGE and its interaction with RAGE are atherogenic, while sRAGE and esRAGE have antiatherogenic effects. AGE-RAGE stress is a ratio of AGE/sRAGE. A high AGE-RAGE stress results in development and progression of CAD and vice-versa. AGE levels in serum and skin, AGE/sRAGE in patients with CAD, and expression of RAGE in animal model of atherosclerosis were higher, while serum levels of esRAGE were lower in patients with CAD compared with controls. Serum levels of sRAGE in CAD patients were contradictory, increased or decreased. This contradictory data may be due to type of patients used, because the sRAGE levels are elevated in diabetics and end-stage renal disease. AGE/sRAGE ratio is elevated in patients with reduced or elevated levels of serum sRAGE. It is to stress that AGE, RAGE, sRAGE, or esRAGE individually cannot serve as universal biomarker. AGE and sRAGE should be measured simultaneously to assess the AGE-RAGE stress. The treatment of CAD should be targeted at reduction in AGE levels, prevention of AGE formation, degradation of AGE in vivo, suppression of RAGE expression, blockade of RAGE, elevation of sRAGE, and use of antioxidants. In conclusion, AGE-RAGE stress would initiate the development and progression of atherosclerosis. Treatment modalities would prevent, regress, and slow the progression of CAD.
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Affiliation(s)
- Kailash Prasad
- Department of Physiology (APP), College of Medicine, University of Saskatchewan, Saskatoon, Canada
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7
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The AGE Reader: A non-invasive method to assess long-term tissue damage. Methods 2021; 203:533-541. [PMID: 33636313 DOI: 10.1016/j.ymeth.2021.02.016] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 12/16/2020] [Accepted: 02/21/2021] [Indexed: 12/11/2022] Open
Abstract
AIMS Advanced glycation endproducts (AGEs) are sugar-modified adducts which arise during non-enzymatic glycoxidative stress. These compounds may become systemically elevated in disease states, and accumulate in tissue, especially on long-lived proteins. AGEs have been implicated in various acute, and chronic diseases, stressing the need for reliable and comprehensive measuring techniques. Measurement of AGEs in tissue such as skin requires invasive skin biopsies. The AGE Reader has been developed to assess skin autofluorescence (SAF) non-invasively using the fluorescent properties of several AGEs. RESULTS/CONCLUSION Various studies have shown that SAF is a useful marker of disease processes associated with oxidative stress. It is prospectively associated with the development of cardiovascular events in patients with diabetes, renal or cardiovascular disease, and it predicts diabetes, cardiovascular disease, and mortality in the general population. However, when measuring SAF in individual subjects, several factors may limit the reliability of the measurement. These include endogenous factors present in the skin that absorb emission light such as melanin in dark-skinned subjects, but also factors that lead to temporal changes in SAF such as acute diseases and strenuous physical exercise associated with glycoxidative stress. Also, exogenous factors could potentially influence SAF levels inadvertently such as nutrition, and for example the application of skin care products. This review will address the AGE Reader functionality and the endogenous, and exogenous factors which potentially influence the SAF assessment in individual subjects.
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Tomaszewski EL, Orchard TJ, Hawkins M, Conway BN, Buchanich JM, Maynard J, Songer T, Costacou T. Skin intrinsic fluorescence scores are a predictor of all-cause mortality risk in type 1 diabetes: The Epidemiology of Diabetes Complications study. J Diabetes Complications 2021; 35:107770. [PMID: 33168396 PMCID: PMC7855847 DOI: 10.1016/j.jdiacomp.2020.107770] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 10/10/2020] [Accepted: 10/10/2020] [Indexed: 01/13/2023]
Abstract
AIMS We assessed the association of skin intrinsic fluorescence (SIF) scores, as a measure of advanced glycation end-products (AGE), with all-cause mortality in type 1 diabetes (T1D). METHODS This is an observational retrospective study of a convenience sample from the Epidemiology of Diabetes Complications (EDC) study. AGEs were measured with a SIF score between 2007 and 2014; vital status was assessed in 2020. RESULTS Among 245 participants, mean age was 48.6 ± 7.4 years, median diabetes duration was 39.5 years (IQR: 34.2, 44.9), and 53.5% were female. Compared to survivors, the deceased (n = 20) were older, with higher SIF scores, longer diabetes duration, lower body mass index (BMI), and an adverse risk factor profile (all p≤0.05). Univariate Cox regression showed a marginal association between SIF score and mortality (HR: 1.1, 95% CI 0.9-1.2, p = 0.06), which persisted after adjustment for multiple daily insulin shots/pump (MDI) use (HR: 1.1, 95% CI 1.0-1.2, p = 0.04). This association was attenuated after adjustment for T1D duration, A1c months, or estimated glomerular filtration rate (eGFR). CONCLUSIONS In individuals with long duration T1D, SIF scores adjusted for MDI predicted all-cause mortality, although this association was attenuated after adjustments. Given the nature of sampling and small number of events, our findings require replication.
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Affiliation(s)
- Erin L Tomaszewski
- University of Pittsburgh, Graduate School of Public Health, Department of Epidemiology, School of Public Health, 130 De Soto Street, Pittsburgh, PA 15231, USA.
| | - Trevor J Orchard
- University of Pittsburgh, Graduate School of Public Health, Department of Epidemiology, School of Public Health, 130 De Soto Street, Pittsburgh, PA 15231, USA
| | - Marquis Hawkins
- University of Pittsburgh, Graduate School of Public Health, Department of Epidemiology, School of Public Health, 130 De Soto Street, Pittsburgh, PA 15231, USA
| | - Baqiyyah N Conway
- University of Texas Health Science Center at Tyler, School of Rural and Community Health, Department of Community Health, 11937 US Highway 271, suite H250, Tyler, TX 75701, USA
| | - Jeanine M Buchanich
- University of Pittsburgh, Graduate School of Public Health, Department of Biostatistics, 130 De Soto Street, Pittsburgh, PA 15231, USA
| | - John Maynard
- Medical Device and Diagnostics Consultant, 185 Montag Circle NE, #453, Atlanta, GA 30307, USA
| | - Thomas Songer
- University of Pittsburgh, Graduate School of Public Health, Department of Epidemiology, School of Public Health, 130 De Soto Street, Pittsburgh, PA 15231, USA
| | - Tina Costacou
- University of Pittsburgh, Graduate School of Public Health, Department of Epidemiology, School of Public Health, 130 De Soto Street, Pittsburgh, PA 15231, USA
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Ho HJ, Komai M, Shirakawa H. Beneficial Effects of Vitamin K Status on Glycemic Regulation and Diabetes Mellitus: A Mini-Review. Nutrients 2020; 12:nu12082485. [PMID: 32824773 PMCID: PMC7469006 DOI: 10.3390/nu12082485] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 08/12/2020] [Accepted: 08/13/2020] [Indexed: 12/16/2022] Open
Abstract
Type 2 diabetes mellitus is a chronic disease that is characterized by hyperglycemia, insulin resistance, and dysfunctional insulin secretion. Glycemic control remains a crucial contributor to the progression of type 2 diabetes mellitus as well as the prevention or delay in the onset of diabetes-related complications. Vitamin K is a fat-soluble vitamin that plays an important role in the regulation of the glycemic status. Supplementation of vitamin K may reduce the risk of diabetes mellitus and improve insulin sensitivity. This mini-review summarizes the recent insights into the beneficial effects of vitamin K and its possible mechanism of action on insulin sensitivity and glycemic status, thereby suppressing the progression of diabetes mellitus.
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Affiliation(s)
- Hsin-Jung Ho
- Laboratory of Nutrition, Graduate School of Agricultural Science, Tohoku University, Sendai 980-8572, Japan; (M.K.); (H.S.)
- Correspondence: ; Tel.: +81-11-706-3395
| | - Michio Komai
- Laboratory of Nutrition, Graduate School of Agricultural Science, Tohoku University, Sendai 980-8572, Japan; (M.K.); (H.S.)
| | - Hitoshi Shirakawa
- Laboratory of Nutrition, Graduate School of Agricultural Science, Tohoku University, Sendai 980-8572, Japan; (M.K.); (H.S.)
- International Education and Research Center for Food Agricultural Immunology, Graduate School of Agricultural Science, Tohoku University, Sendai 980-8572, Japan
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Miller RG, Orchard TJ. Understanding Metabolic Memory: A Tale of Two Studies. Diabetes 2020; 69:291-299. [PMID: 32079705 PMCID: PMC7034186 DOI: 10.2337/db19-0514] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Accepted: 12/05/2019] [Indexed: 12/20/2022]
Abstract
The results of the Diabetes Control and Complications Trial (DCCT) have given rise to much encouragement in the battle to stave off the complications of type 1 diabetes, showing dramatic declines in the development of severe retinopathy, nephropathy, and neuropathy in those treated intensively compared with conventional therapy. Particularly encouraging has been the continuing difference between the two groups despite both having similar HbA1c (∼8%) since the end of DCCT, when 96% of participants entered the observational Epidemiology of Diabetes Interventions and Complications (EDIC) study. This continuing relative benefit has been termed "metabolic memory," which implies altered metabolic regulation. Based on evidence from both the Epidemiology of Diabetes Complications (EDC) prospective cohort study of childhood-onset type 1 diabetes and DCCT/EDIC, we show that the metabolic memory effect can be largely explained by lower cumulative glycemic exposure in the intensive therapy group, and, on average, the development of complications increases with greater glycemic exposure, irrespective of whether this results from a high exposure for a short time or a lower exposure for a longer time. Thus, there is no need for a concept like "metabolic memory" to explain these observations. Potential mechanisms explaining the cumulative glycemic effect are also briefly discussed.
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Affiliation(s)
- Rachel G Miller
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA
| | - Trevor J Orchard
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA
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Blanc-Bisson C, Velayoudom-Cephise FL, Cougnard-Gregoire A, Helmer C, Rajaobelina K, Delcourt C, Alexandre L, Blanco L, Mohammedi K, Monlun M, Rigalleau V. Skin autofluorescence predicts major adverse cardiovascular events in patients with type 1 diabetes: a 7-year follow-up study. Cardiovasc Diabetol 2018; 17:82. [PMID: 29884175 PMCID: PMC5993997 DOI: 10.1186/s12933-018-0718-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Accepted: 05/17/2018] [Indexed: 01/10/2023] Open
Abstract
Background Advanced glycation end-products play a role in diabetic vascular complications. Their optical properties allow to estimate their accumulation in tissues by measuring the skin autofluorescence (SAF). We searched for an association between SAF and major adverse cardiovascular events (MACE) incidence in subjects with Type 1 Diabetes (T1D) during a 7 year follow-up. Methods During year 2009, 232 subjects with T1D were included. SAF measurement, clinical [age, sex, body mass index (BMI), comorbidities] and biological data (HbA1C, blood lipids, renal parameters) were recorded. MACE (myocardial infarction, stroke, lower extremity amputation or a revascularization procedure) were registered at visits in the center or by phone call to general practitioners until 2016. Results The participants were mainly men (59.5%), 51.5 ± 16.7 years old, with BMI 25.0 ± 4.1 kg/m2, diabetes duration 21.5 ± 13.6 years, HbA1C 7.6 ± 1.1%. LDL cholesterol was 1.04 ± 0.29 g/L, estimated Glomerular Filtration Rates (CKD-EPI): 86.3 ± 26.6 ml/min/1.73 m2. Among these subjects, 25.1% were smokers, 45.3% had arterial hypertension, 15.9% had elevated AER (≥ 30 mg/24 h), and 9.9% subjects had a history of previous MACE. From 2009 to 2016, 22 patients had at least one new MACE: 6 myocardial infarctions, 1 lower limb amputation, 15 revascularization procedures. Their SAF was 2.63 ± 0.73 arbitrary units (AU) vs 2.08 ± 0.54 for other patients (p = 0.002). Using Cox-model, after adjustment for age (as the scale time), sex, diabetes duration, BMI, hypertension, smoking status, albumin excretion rates, statin treatment and a previous history of MACE, higher baseline levels of SAF were significantly associated with an increased risk of MACE during follow-up (HR = 4.13 [1.30–13.07]; p = 0.02 for 1 AU of SAF) and Kaplan–Meier curve follow-up showed significantly more frequent MACE in group with SAF upper the median (p = 0.001). Conclusion A high SAF predicts MACE in patients with T1D. Electronic supplementary material The online version of this article (10.1186/s12933-018-0718-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- C Blanc-Bisson
- Nutrition Diabetology Unit, CHU Bordeaux, Haut-Levêque Hospital, Avenue Magellan, 33600, Pessac Cedex, France.
| | - F L Velayoudom-Cephise
- Nutrition Diabetology Unit, CHU Bordeaux, Haut-Levêque Hospital, Avenue Magellan, 33600, Pessac Cedex, France
| | - A Cougnard-Gregoire
- INSERM, Bordeaux Population Health Research Center, Team LEHA, UMR 1219, Univ Bordeaux, 33000, Bordeaux, France
| | - C Helmer
- INSERM, Bordeaux Population Health Research Center, Team LEHA, UMR 1219, Univ Bordeaux, 33000, Bordeaux, France
| | - K Rajaobelina
- INSERM, Bordeaux Population Health Research Center, Team LEHA, UMR 1219, Univ Bordeaux, 33000, Bordeaux, France
| | - C Delcourt
- INSERM, Bordeaux Population Health Research Center, Team LEHA, UMR 1219, Univ Bordeaux, 33000, Bordeaux, France
| | - L Alexandre
- Nutrition Diabetology Unit, CHU Bordeaux, Haut-Levêque Hospital, Avenue Magellan, 33600, Pessac Cedex, France
| | - L Blanco
- Nutrition Diabetology Unit, CHU Bordeaux, Haut-Levêque Hospital, Avenue Magellan, 33600, Pessac Cedex, France
| | - K Mohammedi
- Nutrition Diabetology Unit, CHU Bordeaux, Haut-Levêque Hospital, Avenue Magellan, 33600, Pessac Cedex, France
| | - M Monlun
- Nutrition Diabetology Unit, CHU Bordeaux, Haut-Levêque Hospital, Avenue Magellan, 33600, Pessac Cedex, France
| | - V Rigalleau
- Nutrition Diabetology Unit, CHU Bordeaux, Haut-Levêque Hospital, Avenue Magellan, 33600, Pessac Cedex, France
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12
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Lilje C, Cronan JC, Schwartzenburg EJ, Owers EM, Clesi P, Gomez R, Stender S, Hempe J, Chalew SA, Cardinale JP. Intima-media thickness at different arterial segments in pediatric type 1 diabetes patients and its relationship with advanced glycation end products. Pediatr Diabetes 2018; 19:450-456. [PMID: 28664608 DOI: 10.1111/pedi.12557] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 05/09/2017] [Accepted: 06/06/2017] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Patients with type 1 diabetes mellitus (T1DM) are at risk for premature atherosclerosis (AS), which has its origin in childhood. Carotid intima-media thickness (IMT) is an established surrogate marker for subclinical AS in adults. The first macroscopically detectable AS changes, however, begin in the abdominal aorta. Advanced glycation end products (AGE) predict microvascular complications in diabetes. OBJECTIVES To assess the sensitivity for early macrovascular changes of brachial, femoral, and aortic IMT compared to conventional carotid IMT in pediatric T1DM patients ; and the relationship of IMT with AGE. METHODS Using high-resolution external ultrasound, carotid, brachial, femoral, and aortic IMT were prospectively analyzed in children and adolescents with established T1DM and in controls (Ctrls). AGE were estimated by skin intrinsic fluorescence (SIF). Other established cardiovascular risk factors were excluded. RESULTS Seventy-six subjects (T1DM = 38; Ctrls = 38) with a mean age of 13.1 ± 4.0 years (6-19, median 13) qualified for analysis. Carotid, brachial, femoral, and aortic IMT analyses were feasible in 100%, 74%, 84%, and 92% of subjects, respectively. Aortic and femoral IMT were increased in T1DM patients (0.60 ± 0.11 vs 0.52 ± 0.10 mm, P < .001; and 0.41 ± 0.07 vs 0.36 ± 0.07 mm, P < .01, respectively) while carotid and brachial IMT were not. AGE levels were elevated in T1DM patients and correlated with aortic IMT only. The influence of AGE on aIMT did not remain significant after adjusting for T1DM and age in our small population. CONCLUSION We found aortic IMT-and to a lesser degree femoral IMT-to be more sensitive than carotid and brachial IMT for detecting early macrovascular changes in pediatric T1DM patients.
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Affiliation(s)
- Christian Lilje
- Department of Pediatrics (Cardiology), Louisiana State University Health Sciences Center, Children's Hospital, New Orleans, Louisiana
| | - Julie C Cronan
- School of Medicine, Louisiana State University Health Sciences Center, Children's Hospital, New Orleans, Louisiana
| | - Elridge J Schwartzenburg
- School of Medicine, Louisiana State University Health Sciences Center, Children's Hospital, New Orleans, Louisiana
| | - Elizabeth M Owers
- School of Medicine, Louisiana State University Health Sciences Center, Children's Hospital, New Orleans, Louisiana
| | - Patrice Clesi
- Clinical Trials Center, Children's Hospital, New Orleans, Louisiana
| | - Ricardo Gomez
- Department of Pediatrics (Endocrinology), Louisiana State University Health Sciences Center, Children's Hospital, New Orleans, Louisiana
| | - Sarah Stender
- Department of Pediatrics (Endocrinology), Louisiana State University Health Sciences Center, Children's Hospital, New Orleans, Louisiana
| | - James Hempe
- Department of Pediatrics (Endocrinology), Louisiana State University Health Sciences Center, Children's Hospital, New Orleans, Louisiana
| | - Stuart A Chalew
- Department of Pediatrics (Endocrinology), Louisiana State University Health Sciences Center, Children's Hospital, New Orleans, Louisiana
| | - Jeffrey P Cardinale
- School of Medicine, Louisiana State University Health Sciences Center, Children's Hospital, New Orleans, Louisiana
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13
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Ahmad MS, Kimhofer T, Ahmad S, AlAma MN, Mosli HH, Hindawi SI, Mook-Kanamori DO, Šebeková K, Damanhouri ZA, Holmes E. Ethnicity and skin autofluorescence-based risk-engines for cardiovascular disease and diabetes mellitus. PLoS One 2017; 12:e0185175. [PMID: 28931094 PMCID: PMC5607192 DOI: 10.1371/journal.pone.0185175] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Accepted: 09/07/2017] [Indexed: 02/03/2023] Open
Abstract
Skin auto fluorescence (SAF) is used as a proxy for the accumulation of advanced glycation end products (AGEs) and has been proposed to stratify patients into cardiovascular disease (CVD) and diabetes mellitus (DM) risk groups. This study evaluates the effects of seven different ethnicities (Arab, Central-East African, Eastern Mediterranean, European, North African, South Asian and Southeast Asian) and gender on SAF as well as validating SAF assessment as a risk estimation tool for CVD and DM in an Arabian cohort. SAF data from self-reported healthy 2,780 individuals, collated from three independent studies, has been linear modelled using age and gender as a covariate. A cross-study harmonized effect size (Cohens’d) is provided for each ethnicity. Furthermore, new data has been collected from a clinically well-defined patient group of 235 individuals, to evaluate SAF as a clinical tool for DM and CVD-risk estimation in an Arab cohort. In an Arab population, SAF-based CVD and/or DM risk-estimation can be improved by referencing to ethnicity and gender-specific SAF values. Highest SAF values were observed for the North African population, followed by East Mediterranean, Arab, South Asian and European populations. The South Asian population had a slightly steeper slope in SAF values with age compared to other ethnic groups. All ethnic groups except Europeans showed a significant gender effect. When compared with a European group, effect size was highest for Eastern Mediterranean group and lowest for South Asian group. The Central-East African and Southeast Asian ethnicity matched closest to the Arab and Eastern Mediterranean ethnicities, respectively. Ethnic and gender-specific data improves performance in SAF-based CVD and DM risk estimation. The provided harmonized effect size allows a direct comparison of SAF in different ethnicities. For the first time, gender differences in SAF are described for North African and East Mediterranean populations.
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Affiliation(s)
- Muhammad Saeed Ahmad
- Drug Metabolism Unit, King Fahad Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
- Biomolecular Medicine, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, South Kensington, London, United Kingdom
- * E-mail: (MSA); (TK)
| | - Torben Kimhofer
- Biomolecular Medicine, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, South Kensington, London, United Kingdom
- * E-mail: (MSA); (TK)
| | - Sultan Ahmad
- Drug Metabolism Unit, King Fahad Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Mohammed Nabil AlAma
- Cardiology Unit, Department of Medicine, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
| | - Hala Hisham Mosli
- Department of Medicine, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Salwa Ibrahim Hindawi
- Department of Haematology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Dennis O. Mook-Kanamori
- Department of Primary Care/Public Health and Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Katarína Šebeková
- Institute of Molecular Biomedicine, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | - Zoheir Abdullah Damanhouri
- Drug Metabolism Unit, King Fahad Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
- Department of Pharmacology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Elaine Holmes
- Drug Metabolism Unit, King Fahad Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
- Biomolecular Medicine, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, South Kensington, London, United Kingdom
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14
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Saremi A, Howell S, Schwenke DC, Bahn G, Beisswenger PJ, Reaven PD. Advanced Glycation End Products, Oxidation Products, and the Extent of Atherosclerosis During the VA Diabetes Trial and Follow-up Study. Diabetes Care 2017; 40:591-598. [PMID: 28148544 PMCID: PMC5360279 DOI: 10.2337/dc16-1875] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Accepted: 12/27/2016] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To determine whether plasma levels of advanced glycation end products and oxidation products play a role in the development of atherosclerosis in patients with type 2 diabetes (T2D) over nearly 10 years of the VA Diabetes Trial and Follow-up Study. RESEARCH DESIGN AND METHODS Baseline plasma levels of methylglyoxal hydroimidazolone, Nε-carboxymethyl lysine, Nε-carboxyethyl lysine (CEL), 3-deoxyglucosone hydroimidazolone and glyoxal hydroimidazolone (G-H1), 2-aminoadipic acid (2-AAA), and methionine sulfoxide were measured in a total of 411 participants, who underwent ultrasound assessment of carotid intima-media thickness (CIMT), and computed tomography scanning of coronary artery calcification (CAC) and abdominal aortic artery calcification (AAC) after an average of 10 years of follow-up. RESULTS In risk factor-adjusted multivariable regression models, G-H1 was associated with the extent of CIMT and CAC. In addition, 2-AAA was strongly associated with the extent of CAC, and CEL was strongly associated with the extent of AAC. The combination of specific advanced glycation end products and oxidation products (G-H1 and 2-AAA) was strongly associated with all measures of subclinical atherosclerosis. CONCLUSIONS Specific advanced glycation end products and metabolic oxidation products are associated with the severity of subclinical atherosclerosis over the long term and may play an important role in the "negative metabolic memory" of macrovascular complications in people with long-standing T2D.
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Affiliation(s)
| | | | | | - Gideon Bahn
- Cooperative Studies Program Coordinating Center, Hines, IL
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15
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Klein BEK, Horak KL, Maynard JD, Lee KE, Klein R. Association of Skin Intrinsic Fluorescence with Retinal Microvascular Complications of Long Term Type 1 Diabetes in the Wisconsin Epidemiologic Study of Diabetic Retinopathy. Ophthalmic Epidemiol 2017; 24:211-216. [PMID: 28287861 DOI: 10.1080/09286586.2016.1269934] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
OBJECTIVE To determine the association between skin intrinsic fluorescence (SIF), a noninvasive measure of advanced glycation endproducts and oxidative stress in skin, and retinal microvascular complications of long duration type 1 diabetes, proliferative diabetic retinopathy (PDR) and macular edema. METHODS A cross-sectional cohort study of persons with type 1 diabetes in the Wisconsin Epidemiologic Study of Diabetic Retinopathy (WESDR) who participated in a 32-year follow-up examination in 2012-2014. Subjects underwent a physical examination, answered a health questionnaire, and had fundus photographs taken. SIF was measured on the underside of the left forearm near the elbow with the SCOUT DS® skin fluorescence spectrometer. Two representative SIF measures were used for these analyses: SIF01 excited by an LED centered at 375 nm with correction factors Kx = 0.6 and Km = 0.2 and SIF15 excited by an LED centered at 456 nm with correction factors Kx = 0.4 and Km = 0.9. RESULTS The 414 participants had mean diabetes duration of 42.2 years (standard deviation 6.8 years, range 32.9-67.9 years). PDR was statistically significantly associated (p < 0.05) with both SIF measures in multivariate models including other relevant factors (odds ratio [OR] = 1.17 for SIF01 and 1.20 for SIF15). CONCLUSION Skin intrinsic fluorescence measures are independently associated with PDR in the WESDR. Incidence information is needed to evaluate whether there is a causal relationship.
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Affiliation(s)
- Barbara E K Klein
- a Department of Ophthalmology and Visual Sciences , University of Wisconsin School of Medicine and Public Health , Madison , WI , USA
| | - Kayla L Horak
- a Department of Ophthalmology and Visual Sciences , University of Wisconsin School of Medicine and Public Health , Madison , WI , USA
| | - John D Maynard
- b Medical Device and Diagnostics Consulting , Albuquerque , NM , USA
| | - Kristine E Lee
- a Department of Ophthalmology and Visual Sciences , University of Wisconsin School of Medicine and Public Health , Madison , WI , USA
| | - Ronald Klein
- a Department of Ophthalmology and Visual Sciences , University of Wisconsin School of Medicine and Public Health , Madison , WI , USA
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16
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Vélayoudom-Céphise FL, Rajaobelina K, Helmer C, Nov S, Pupier E, Blanco L, Hugo M, Farges B, Astrugue C, Gin H, Rigalleau V. Skin autofluorescence predicts cardio-renal outcome in type 1 diabetes: a longitudinal study. Cardiovasc Diabetol 2016; 15:127. [PMID: 27585632 PMCID: PMC5009505 DOI: 10.1186/s12933-016-0448-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2016] [Accepted: 08/23/2016] [Indexed: 01/16/2023] Open
Abstract
Background We aimed to analyze the relationships between skin autofluorescence (SAF) and incident macrovascular events and renal impairment after 4 years of follow-up in patients with type 1 diabetes (T1D). Methods Two hundred and forty-three patients (51.2 ± 16.7 years old) with T1D participated. SAF was measured by AGE-Reader-TM at inclusion. Macrovascular events (MVE), estimated glomerular filtration rate (eGFR) and urinary albumin excretion rate (AER) were recorded then and 4 years later. Multivariate logistic regression was used to analyze the relationships between SAF and incident MVE and renal profile 4 years later. Results Patients with incident MVE had a higher SAF (p = 0.003). SAF predicted incident MVE after adjustment for age, sex, body mass index, tobacco, diabetes duration, hypertension, HbA1c, AER, eGFR (OR 4.84 [95 % CI 1.31–17.89], p = 0.018). However, this relation was no longer significant after adjustment for history of MVE. An inverse relation was found between SAF and incident eGFR (p = 0.0001). Patients with incident eGFR <60 ml/min/1.73 m2 had a SAF higher than patients with normal eGFR. After adjustment for the previous criteria, SAF remained associated with the risk of impaired incident eGFR (OR 7.42 [95 % CI 1.59–34.65], p = 0.018). No relation was found between SAF and increased AER 4 years later. Conclusions SAF predicts MVE in patients with T1D, adjusted for cardiovascular risk factors but the most powerful predictive factor remains history of MVE. SAF also predicts eGFR impairment, adjusted for initial AER and renal function. SAF could be a useful non-invasive tool for estimating risk of cardiovascular or renal impairment in patients with T1D.
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Affiliation(s)
- Fritz-Line Vélayoudom-Céphise
- Nutrition Diabetology Unit, CHU of Bordeaux, Haut Lévêque Hospital, Pessac, France. .,Research Group Clinical Epidemiology and Medicine ECM/L.A.M.I.A, EA 4540, University of Antilles, Guadeloupe, France. .,Department of Diabetology-Endocrinology, University Hospital of Pointe-à-Pitre, Guadeloupe, France.
| | - Kalina Rajaobelina
- Nutrition Diabetology Unit, CHU of Bordeaux, Haut Lévêque Hospital, Pessac, France.,INSERM, ISPED, Centre INSERM U897-Epidemiology-Biostatistics, Bordeaux, France
| | - Catherine Helmer
- INSERM, ISPED, Centre INSERM U897-Epidemiology-Biostatistics, Bordeaux, France
| | - Sovanndany Nov
- INSERM, ISPED, Centre INSERM U897-Epidemiology-Biostatistics, Bordeaux, France
| | - Emilie Pupier
- Nutrition Diabetology Unit, CHU of Bordeaux, Haut Lévêque Hospital, Pessac, France
| | - Laurence Blanco
- Nutrition Diabetology Unit, CHU of Bordeaux, Haut Lévêque Hospital, Pessac, France
| | - Marie Hugo
- Nutrition Diabetology Unit, CHU of Bordeaux, Haut Lévêque Hospital, Pessac, France
| | - Blandine Farges
- Nutrition Diabetology Unit, CHU of Bordeaux, Haut Lévêque Hospital, Pessac, France
| | - Cyril Astrugue
- INSERM, ISPED, Centre INSERM U897-Epidemiology-Biostatistics, Bordeaux, France
| | - Henri Gin
- Nutrition Diabetology Unit, CHU of Bordeaux, Haut Lévêque Hospital, Pessac, France
| | - Vincent Rigalleau
- Nutrition Diabetology Unit, CHU of Bordeaux, Haut Lévêque Hospital, Pessac, France.,INSERM, ISPED, Centre INSERM U897-Epidemiology-Biostatistics, Bordeaux, France
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17
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Metatarsophalangeal Hyperextension Movement Pattern Related to Diabetic Forefoot Deformity. Phys Ther 2016; 96:1143-51. [PMID: 26916930 PMCID: PMC4992145 DOI: 10.2522/ptj.20150361] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2015] [Accepted: 02/20/2016] [Indexed: 12/15/2022]
Abstract
BACKGROUND Metatarsophalangeal joint (MTPJ) hyperextension deformity is common in people with diabetic neuropathy and a known risk factor for ulceration and amputation. An MTPJ hyperextension movement pattern may contribute to the development of this acquired deformity. OBJECTIVE The purpose of this study was to determine, in people with diabetes mellitus and peripheral neuropathy (DM+PN), the ankle and MTPJ ranges of motion that characterize an MTPJ hyperextension movement pattern and its relationship to MTPJ deformity severity. It was hypothesized that severity of MTPJ deformity would be related to limitations in maximum ankle dorsiflexion and increased MTPJ extension during active ankle dorsiflexion movement tasks. DESIGN A cross-sectional study design was used that included 34 people with DM+PN (mean age=59 years, SD=9). METHODS Computed tomography and 3-dimensional motion capture analysis were used to measure resting MTPJ angle and intersegmental foot motion during the tasks of ankle dorsiflexion and plantar flexion with the knee extended and flexed to 90 degrees, walking, and sit-to/from-stand. RESULTS The MTPJ extension movement pattern during all tasks was directly correlated with severity of MTPJ deformity: maximum ankle dorsiflexion with knee extended (r=.35; 95% confidence interval [CI]=.02, .62), with knee flexed (r=.35; 95% CI=0.01, 0.61), during the swing phase of gait (r=.47; 95% CI=0.16, 0.70), during standing up (r=.48; 95% CI=0.17, 0.71), and during sitting down (r=.38; 95% CI=0.05, 0.64). All correlations were statistically significant. LIMITATIONS This study was cross-sectional, and causal relationships cannot be made. CONCLUSIONS A hyperextension MTPJ movement pattern associated with limited ankle dorsiflexion has been characterized in people with diabetic neuropathy. Increased MTPJ extension during movement and functional tasks was correlated with severity of resting MTPJ alignment. Repetition of this movement pattern could be an important factor in the etiology of MTPJ deformity and future risk of ulceration.
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18
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Roshandel D, Klein R, Klein BEK, Wolffenbuttel BHR, van der Klauw MM, van Vliet-Ostaptchouk JV, Atzmon G, Ben-Avraham D, Crandall JP, Barzilai N, Bull SB, Canty AJ, Hosseini SM, Hiraki LT, Maynard J, Sell DR, Monnier VM, Cleary PA, Braffett BH, Paterson AD. New Locus for Skin Intrinsic Fluorescence in Type 1 Diabetes Also Associated With Blood and Skin Glycated Proteins. Diabetes 2016; 65:2060-71. [PMID: 27207532 PMCID: PMC4915582 DOI: 10.2337/db15-1484] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Accepted: 04/06/2016] [Indexed: 12/27/2022]
Abstract
Skin fluorescence (SF) noninvasively measures advanced glycation end products (AGEs) in the skin and is a risk indicator for diabetes complications. N-acetyltransferase 2 (NAT2) is the only known locus influencing SF. We aimed to identify additional genetic loci influencing SF in type 1 diabetes (T1D) through a meta-analysis of genome-wide association studies (N = 1,359) including Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) and Wisconsin Epidemiologic Study of Diabetic Retinopathy (WESDR). A locus on chromosome 1, rs7533564 (P = 1.9 × 10(-9)), was associated with skin intrinsic fluorescence measured by SCOUT DS (excitation 375 nm, emission 435-655 nm), which remained significant after adjustment for time-weighted HbA1c (P = 1.7 × 10(-8)). rs7533564 was associated with mean HbA1c in meta-analysis (P = 0.0225), mean glycated albumin (P = 0.0029), and glyoxal hydroimidazolones (P = 0.049), an AGE measured in skin biopsy collagen, in DCCT. rs7533564 was not associated with diabetes complications in DCCT/EDIC or with SF in subjects without diabetes (nondiabetic [ND]) (N = 8,721). In conclusion, we identified a new locus associated with SF in T1D subjects that did not show similar effect in ND subjects, suggesting a diabetes-specific effect. This association needs to be investigated in type 2 diabetes.
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Affiliation(s)
- Delnaz Roshandel
- Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Ronald Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin, Madison, WI
| | - Barbara E K Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin, Madison, WI
| | - Bruce H R Wolffenbuttel
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Melanie M van der Klauw
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Jana V van Vliet-Ostaptchouk
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Gil Atzmon
- Departments of Medicine and Genetics, Institute for Aging Research and the Diabetes Research Center, Albert Einstein College of Medicine, Bronx, NY Department of Natural Science, University of Haifa, Haifa, Israel
| | - Danny Ben-Avraham
- Departments of Medicine and Genetics, Institute for Aging Research and the Diabetes Research Center, Albert Einstein College of Medicine, Bronx, NY
| | - Jill P Crandall
- Departments of Medicine and Genetics, Institute for Aging Research and the Diabetes Research Center, Albert Einstein College of Medicine, Bronx, NY
| | - Nir Barzilai
- Departments of Medicine and Genetics, Institute for Aging Research and the Diabetes Research Center, Albert Einstein College of Medicine, Bronx, NY
| | - Shelley B Bull
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Angelo J Canty
- Department of Mathematics and Statistics, McMaster University, Hamilton, Ontario, Canada
| | - S Mohsen Hosseini
- Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Linda T Hiraki
- Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, Ontario, Canada
| | | | - David R Sell
- Department of Pathology, Case Western Reserve University, Cleveland, OH
| | - Vincent M Monnier
- Department of Pathology, Case Western Reserve University, Cleveland, OH Department of Biochemistry, Case Western Reserve University, Cleveland, OH
| | | | | | | | - Andrew D Paterson
- Genetics and Genome Biology Program, The Hospital for Sick Children, Toronto, Ontario, Canada Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
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19
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Fokkens BT, Smit AJ. Skin fluorescence as a clinical tool for non-invasive assessment of advanced glycation and long-term complications of diabetes. Glycoconj J 2016; 33:527-35. [PMID: 27287226 PMCID: PMC4975757 DOI: 10.1007/s10719-016-9683-1] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2016] [Revised: 04/28/2016] [Accepted: 05/24/2016] [Indexed: 11/29/2022]
Abstract
Glycation is important in the development of complications of diabetes mellitus and may have a central role in the well-described glycaemic memory effect in developing these complications. Skin fluorescence has emerged over the last decade as a non-invasive method for assessing accumulation of advanced glycation endproducts. Skin fluorescence is independently related to micro- and macrovascular complications in both type 1 and type 2 diabetes mellitus and is associated with mortality in type 2 diabetes. The relation between skin fluorescence and cardiovascular disease also extends to other conditions with increased tissue AGE levels, such as renal failure. Besides cardiovascular complications, skin fluorescence has been associated, more recently, with other prevalent conditions in diabetes, such as brain atrophy and depression. Furthermore, skin fluorescence is related to past long-term glycaemic control and clinical markers of cardiovascular disease. This review will discuss the technique of skin fluorescence, its validation as a marker of tissue AGE accumulation, and its use as a clinical tool for the prediction of long-term complications in diabetes mellitus.
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Affiliation(s)
- Bernardina T Fokkens
- Department of Internal Medicine, University Medical Center Groningen (UMCG), Hanzeplein 1, 9713 GZ, Groningen, the Netherlands. .,Research Institute GUIDE, Graduate School of Medical Sciences, University of Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, the Netherlands.
| | - Andries J Smit
- Department of Internal Medicine, University Medical Center Groningen (UMCG), Hanzeplein 1, 9713 GZ, Groningen, the Netherlands.,Research Institute GUIDE, Graduate School of Medical Sciences, University of Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, the Netherlands
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20
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Cheuy VA, Hastings MK, Commean PK, Mueller MJ. Muscle and Joint Factors Associated With Forefoot Deformity in the Diabetic Neuropathic Foot. Foot Ankle Int 2016; 37:514-21. [PMID: 26666675 PMCID: PMC5111819 DOI: 10.1177/1071100715621544] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Diabetic forefoot joint deformities are a known risk factor for skin breakdown and amputation, but the causes of deformity are not well understood. The purposes of this study were to determine the effects of intrinsic foot muscle deterioration and limited ankle joint mobility on the severity of metatarsophalangeal joint (MTPJ) deformity, and determine the relationships between these potential contributing factors and indicators of diabetic complications (peripheral neuropathy and advanced glycation end products). METHODS A total of 34 participants with diabetic neuropathy (average age, 59 years; range 41-73) were studied. MTPJ angle and intrinsic foot muscle deterioration were measured with computed tomography and magnetic resonance imaging, respectively. Maximum ankle dorsiflexion was measured using kinematics. Skin intrinsic fluorescence served as a proxy measure for advanced glycation end product accumulation. RESULTS Total forefoot lean muscle volume (r = -0.52, P < .01) and maximum ankle dorsiflexion (r = -0.42, P < .05) were correlated with severity of MTPJ deformity. Together they explained 35% of the variance of MTPJ angle. Neuropathy was correlated with forefoot muscle deterioration (ρ = 0.53, P < .01). Skin intrinsic fluorescence was correlated to severity of neuropathy (r = 0.50, P < .01) but not maximum ankle dorsiflexion, or forefoot deterioration when controlling for neuropathy. CONCLUSION These results suggest that the interplay of intrinsic foot muscle deterioration and limited ankle mobility may be the primary contributor to the development of MTPJ deformity. Identifying these muscle and ankle motion impairments as risk factors for MTPJ deformity supports the need for targeted interventions early in the disease process to slow, or possibly stop the progression of deformity over time and reduce the risk of amputation. LEVEL OF EVIDENCE Level IV, case series.
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Affiliation(s)
- Victor A. Cheuy
- Physical Therapy Program, University of Colorado, Aurora, CO, USA
| | - Mary K. Hastings
- Program in Physical Therapy, Washington University School of Medicine, St. Louis, MO, USA
| | - Paul K. Commean
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Michael J. Mueller
- Program in Physical Therapy, Washington University School of Medicine, St. Louis, MO, USA
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21
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Hangai M, Takebe N, Honma H, Sasaki A, Chida A, Nakano R, Togashi H, Nakagawa R, Oda T, Matsui M, Yashiro S, Nagasawa K, Kajiwara T, Takahashi K, Takahashi Y, Satoh J, Ishigaki Y. Association of Advanced Glycation End Products with coronary Artery Calcification in Japanese Subjects with Type 2 Diabetes as Assessed by Skin Autofluorescence. J Atheroscler Thromb 2016; 23:1178-1187. [PMID: 26961217 PMCID: PMC5098918 DOI: 10.5551/jat.30155] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
AIM Advanced glycation end products (AGE) are considered to be among the critical pathogenic factors involved in the progression of diabetic complications. Skin autofluorescence (AF), a noninvasive measurement of AGE accumulation, has been recognized as a useful and convenient marker for diabetic vascular diseases in Caucasians. This study aimed to evaluate the association of tissue AGE, assessed using skin AF, with coronary artery calcification in Japanese subjects with type 2 diabetes. METHODS In total, 122 Japanese subjects with type 2 diabetes enrolled in this cross-sectional study underwent multi-slice computed tomography for total coronary artery calcium scores (CACS) estimation and examination with a skin AF reader. RESULTS Skin AF positively correlated with age, sex, diabetes duration, pulse wave velocity, systolic blood pressure, serum creatinine, and CACS. In addition, skin AF results negatively correlated with BMI, eGFR, and serum C-peptide concentration. According to multivariate analysis, age and systolic blood pressure showed strong positive correlation and eGFR showed negative correlation with skin AF values. Multiple linear regression analyses revealed a significant positive correlation between skin AF values and logCACS, independent of age, sex, diabetes duration, HbA1c, BMI, IMT, and blood pressure. However, skin AF showed no association with serum levels of AGE, such as Nε-(carboxymethyl) lysine and 3-deoxyglucosone. CONCLUSION Skin AF results positively correlated with CACS in Japanese subjects with type 2 diabetes. This result indicates that AGE plays a role in the pathogenesis of diabetic macrovascular disease. Measurement of skin AF values may be useful for assessing the severity of diabetic complications in Japanese subjects.
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Affiliation(s)
- Mari Hangai
- Division of Diabetes and Metabolism, Department of Internal Medicine, Iwate Medical University
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22
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Sell DR, Sun W, Gao X, Strauch C, Lachin JM, Cleary PA, Genuth S, Monnier VM. Skin collagen fluorophore LW-1 versus skin fluorescence as markers for the long-term progression of subclinical macrovascular disease in type 1 diabetes. Cardiovasc Diabetol 2016; 15:30. [PMID: 26864236 PMCID: PMC4750185 DOI: 10.1186/s12933-016-0343-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2015] [Accepted: 01/22/2016] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Skin collagen Long Wavelength Fluorescence (LWF) is widely used as a surrogate marker for accumulation of advanced glycation end-products. Here we determined the relationship of LWF with glycemia, skin fluorescence, and the progression of complications during EDIC in 216 participants from the DCCT. METHODS LW-1 and collagen-linked fluorescence (CLF) were measured by either High Performance Liquid Chromatography (HPLC) with fluorescence detection (LW-1) or total fluorescence of collagenase digests (CLF) in insoluble skin collagen extracted from skin biopsies obtained at the end of the DCCT (1993). Skin intrinsic fluorescence (SIF) was noninvasively measured on volar forearm skin at EDIC year 16 by the SCOUT DS instrument. RESULTS LW-1 levels significantly increased with age and diabetes duration (P < 0.0001) and significantly decreased by intensive vs. conventional glycemic therapy in both the primary (P < 0.0001) and secondary (P < 0.037) DCCT cohorts. Levels were associated with 13-16 year progression risk of retinopathy (>3 sustained microaneurysms, P = 0.0004) and albumin excretion rate (P = 0.0038), the latter despite adjustment for HbA1c. Comparative analysis for all three fluorescent measures for future risk of subclinical macrovascular disease revealed the following significant (P < 0.05) associations after adjusting for age, diabetes duration and HbA1c: coronary artery calcium with SIF and CLF; intima-media thickness with SIF and LW-1; and left ventricular mass with LW-1 and CLF. CONCLUSIONS LW-1 is a novel risk marker that is robustly and independently associated with the future progression of microvascular disease, intima-media thickness and left ventricular mass in type 1 diabetes. Trial registration NCT00360815 and NCT00360893 at clinicaltrials.gov.
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Affiliation(s)
- David R Sell
- Department of Pathology, Case Western Reserve University, Wolstein Research Bldg. 5-301, 2103 Cornell Road, Cleveland, OH, 44106, USA.
| | - Wanjie Sun
- Biostatistics Center, George Washington University, Rockville, MD, 20852, USA.
| | - Xiaoyu Gao
- Biostatistics Center, George Washington University, Rockville, MD, 20852, USA.
| | - Christopher Strauch
- Department of Pathology, Case Western Reserve University, Wolstein Research Bldg. 5-301, 2103 Cornell Road, Cleveland, OH, 44106, USA.
| | - John M Lachin
- Biostatistics Center, George Washington University, Rockville, MD, 20852, USA.
| | - Patricia A Cleary
- Biostatistics Center, George Washington University, Rockville, MD, 20852, USA.
| | - Saul Genuth
- Department of Medicine, Case Western Reserve University, Cleveland, OH, 44106, USA.
| | | | - Vincent M Monnier
- Department of Pathology, Case Western Reserve University, Wolstein Research Bldg. 5-301, 2103 Cornell Road, Cleveland, OH, 44106, USA. .,Department of Biochemistry, Case Western Reserve University, Cleveland, OH, 44106, USA.
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23
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Eny KM, Orchard TJ, Miller RG, Maynard J, Grant DM, Costacou T, Cleary PA, Braffett BH, Paterson AD. Caffeine Consumption Contributes to Skin Intrinsic Fluorescence in Type 1 Diabetes. Diabetes Technol Ther 2015; 17:726-34. [PMID: 26192006 PMCID: PMC4575521 DOI: 10.1089/dia.2015.0017] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND A variant (rs1495741) in the gene for the N-acetyltransferase 2 (NAT2) protein is associated with skin intrinsic fluorescence (SIF), a noninvasive measure of advanced glycation end products and other fluorophores in the skin. Because NAT2 is involved in caffeine metabolism, we aimed to determine whether caffeine consumption is associated with SIF and whether rs1495741 is associated with SIF independently of caffeine. MATERIALS AND METHODS SIF was measured in 1,181 participants with type 1 diabetes from the Epidemiology of Diabetes Interventions and Complications study. Two measures of SIF were used: SIF1, using a 375-nm excitation light-emitting diode (LED), and SIF14 (456-nm LED). Food frequency questionnaires were used to estimate mean caffeine intake. To establish replication, we examined a second type 1 diabetes cohort. RESULTS Higher caffeine intake was significantly associated with higher SIF1(LED 375 nm[0.6, 0.2]) (P=2×10(-32)) and SIF14L(ED 456 nm[0.4, 0.8]) (P=7×10(-31)) and accounted for 4% of the variance in each after adjusting for covariates. When analyzed together, caffeine intake and rs1495741 both remained highly significantly associated with SIF1(LED 375 nm[0.6, 0.2]) and SIF14(LED 456 nm[0.4, 0.8]). Mean caffeinated coffee intake was also positively associated with SIF1(LED 375 nm[0.6, 0.2]) (P=9×10(-12)) and SIF14(LED 456 nm[0.4, 0.8]) (P=4×10(-12)), but no association was observed for decaffeinated coffee intake. Finally, caffeine was also positively associated with SIF1(LED 375 nm[0.6, 0.2]) and SIF14(LED 456 nm[0.4, 0.8]) (P<0.0001) in the replication cohort. CONCLUSIONS Caffeine contributes to SIF. The effect of rs1495741 on SIF appears to be partially independent of caffeine consumption. Because SIF and coffee intake are each associated with cardiovascular disease, our findings suggest that accounting for coffee and/or caffeine intake may improve risk prediction models for SIF and cardiovascular disease in individuals with diabetes.
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Affiliation(s)
- Karen M. Eny
- Program in Genetics and Genome Biology, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Trevor J. Orchard
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Rachel Grace Miller
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | | | - Denis M. Grant
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada
| | - Tina Costacou
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Patricia A. Cleary
- The Biostatistics Center, The George Washington University, Rockville, Maryland
| | - Barbara H. Braffett
- The Biostatistics Center, The George Washington University, Rockville, Maryland
| | - Andrew D. Paterson
- Program in Genetics and Genome Biology, Hospital for Sick Children, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
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24
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Relationship Between Skin Intrinsic Fluorescence--an Indicator of Advanced Glycation End Products-and Upper Extremity Impairments in Individuals With Diabetes Mellitus. Phys Ther 2015; 95:1111-9. [PMID: 25858973 PMCID: PMC4528014 DOI: 10.2522/ptj.20140340] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2014] [Accepted: 04/02/2015] [Indexed: 11/17/2022]
Abstract
BACKGROUND Accumulation of advanced glycation end products (AGEs) is thought to contribute to limited joint mobility in people with diabetes mellitus (DM), but the relationships among AGEs, shoulder structural changes, movement, and disability are not understood. OBJECTIVE The purpose of this study was to determine the differences and relationships among skin intrinsic fluorescence (SIF), a proxy measure of AGEs, biceps and supraspinatus tendon thickness, upper extremity movement, and disability in groups with and without DM. DESIGN This was a cross-sectional, case-control study. METHODS Fifty-two individuals participated: 26 with type 2 DM and 26 controls matched for sex, age, and body mass index. The main outcome measures were: SIF; biceps and supraspinatus tendon thickness; 3-dimensional peak shoulder motion; and Disability of the Arm, Shoulder and Hand (DASH) questionnaire scores. RESULTS Mean SIF measurements were 19% higher in the DM group compared with the control group (P<.05). Biceps tendons (mean and 95% confidence interval [CI]) (4.7 mm [4.4, 5.0] versus 3.2 mm [2.9, 3.5]) and supraspinatus tendons (6.4 mm [5.9, 6.8] versus 4.9 mm [4.4, 5.3]) were thicker and peak humerothoracic elevation (139° [135°, 146°] versus 150° [146°, 155°]) and glenohumeral external rotation (35° [26°, 46°] versus 51° [41°, 58°]) were reduced in the DM group compared with the control group (P<.05). In the DM group, SIF was correlated to biceps tendon thickness, DASH score, and shoulder motion (r=.44-.51, P<.05). The SIF score and shoulder strength explained 64% of the DASH scores (P<.01). LIMITATIONS Because this was a cross-sectional study design, a cause-effect relationship could not be established. CONCLUSIONS Accumulation of AGEs in the connective tissues of individuals with DM appears to be associated with increased tendon thickness and decreased shoulder joint mobility and upper extremity function. Physical therapists should be aware of these possible metabolic effects on structure, movement, and disability when treating people with diabetes.
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25
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Stirban A, Heinemann L. Skin Autofluorescence - A Non-invasive Measurement for Assessing Cardiovascular Risk and Risk of Diabetes. EUROPEAN ENDOCRINOLOGY 2014; 10:106-110. [PMID: 29872473 DOI: 10.17925/ee.2014.10.02.106] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2014] [Accepted: 07/28/2014] [Indexed: 01/13/2023]
Abstract
The results of the Diabetes Control and Complications Trial-Epidemiology of Diabetes Interventions and Complications (DCCT-EDIC) study have strengthened the 'glycaemic memory' concept, postulating that the quality of metabolic control over several years predicts the development of diabetic complications. To mirror long-term metabolic control, the degree of glycated haemoglobin (HbA1c) might not represent the optimal biomarker. Other substances with a longer persistence, like the so-called advanced glycation end-products (AGEs), which probably form the substrate of the glycaemic memory, might perform better. Newly developed methods such as the assessment of skin autofluorescence (SAF), enable fast, uncomplicated and non-invasive AGEs assessment. SAF was validated for diabetes screening and shows a good predictive value for the development of diabetic and cardiovascular complications. This article deals with the theoretical background and with available clinical data on this new variable.
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Affiliation(s)
- Alin Stirban
- Director Endocrinology and Diabetes Complications
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26
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Eny KM, Lutgers HL, Maynard J, Klein BEK, Lee KE, Atzmon G, Monnier VM, van Vliet-Ostaptchouk JV, Graaff R, van der Harst P, Snieder H, van der Klauw MM, Sell DR, Hosseini SM, Cleary PA, Braffett BH, Orchard TJ, Lyons TJ, Howard K, Klein R, Crandall JP, Barzilai N, Milman S, Ben-Avraham D, Wolffenbuttel BHR, Paterson AD. GWAS identifies an NAT2 acetylator status tag single nucleotide polymorphism to be a major locus for skin fluorescence. Diabetologia 2014; 57:1623-34. [PMID: 24934506 PMCID: PMC4079945 DOI: 10.1007/s00125-014-3286-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2014] [Accepted: 04/28/2014] [Indexed: 11/24/2022]
Abstract
AIMS/HYPOTHESIS Skin fluorescence (SF) is a non-invasive marker of AGEs and is associated with the long-term complications of diabetes. SF increases with age and is also greater among individuals with diabetes. A familial correlation of SF suggests that genetics may play a role. We therefore performed parallel genome-wide association studies of SF in two cohorts. METHODS Cohort 1 included 1,082 participants, 35-67 years of age with type 1 diabetes. Cohort 2 included 8,721 participants without diabetes, aged 18-90 years. RESULTS rs1495741 was significantly associated with SF in Cohort 1 (p < 6 × 10(-10)), which is known to tag the NAT2 acetylator phenotype. The fast acetylator genotype was associated with lower SF, explaining up to 15% of the variance. In Cohort 2, the top signal associated with SF (p = 8.3 × 10(-42)) was rs4921914, also in NAT2, 440 bases upstream of rs1495741 (linkage disequilibrium r (2) = 1.0 for rs4921914 with rs1495741). We replicated these results in two additional cohorts, one with and one without type 1 diabetes. Finally, to understand which compounds are contributing to the NAT2-SF signal, we examined 11 compounds assayed from skin biopsies (n = 198): the fast acetylator genotype was associated with lower levels of the AGEs hydroimidazolones of glyoxal (p = 0.017). CONCLUSIONS/INTERPRETATION We identified a robust association between NAT2 and SF in people with and without diabetes. Our findings provide proof of principle that genetic variation contributes to interindividual SF and that NAT2 acetylation status plays a major role.
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Affiliation(s)
- Karen M. Eny
- Program in Genetics and Genomic Biology, Hospital for Sick Children, 686 Bay Street, Room 12.9830, Toronto, ON M5G 0A4 Canada
| | - Helen L. Lutgers
- Department of Endocrinology, University Medical Center Groningen, University of Groningen, HPC AA31, PO Box 30001, 9700 RB Groningen, the Netherlands
| | | | - Barbara E. K. Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI USA
| | - Kristine E. Lee
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI USA
| | - Gil Atzmon
- Department of Medicine, Institute for Aging Research and the Diabetes Research Center, Albert Einstein College of Medicine, Bronx, NY USA
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY USA
| | - Vincent M. Monnier
- Department of Pathology, Case Western Reserve University, Cleveland, OH USA
- Department of Biochemistry, Case Western Reserve University, Cleveland, OH USA
| | - Jana V. van Vliet-Ostaptchouk
- Department of Endocrinology, University Medical Center Groningen, University of Groningen, HPC AA31, PO Box 30001, 9700 RB Groningen, the Netherlands
| | - Reindert Graaff
- Department of Endocrinology, University Medical Center Groningen, University of Groningen, HPC AA31, PO Box 30001, 9700 RB Groningen, the Netherlands
| | - Pim van der Harst
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Harold Snieder
- Unit of Genetic Epidemiology and Bioinformatics, Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Melanie M. van der Klauw
- Department of Endocrinology, University Medical Center Groningen, University of Groningen, HPC AA31, PO Box 30001, 9700 RB Groningen, the Netherlands
| | - David R. Sell
- Department of Pathology, Case Western Reserve University, Cleveland, OH USA
| | - S. Mohsen Hosseini
- Program in Genetics and Genomic Biology, Hospital for Sick Children, 686 Bay Street, Room 12.9830, Toronto, ON M5G 0A4 Canada
| | | | | | - Trevor J. Orchard
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA USA
| | - Timothy J. Lyons
- Centre for Experimental Medicine, Institute of Clinical Science, Queen’s University of Belfast, Belfast, UK
| | - Kerri Howard
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI USA
| | - Ronald Klein
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI USA
| | - Jill P. Crandall
- Department of Medicine, Institute for Aging Research and the Diabetes Research Center, Albert Einstein College of Medicine, Bronx, NY USA
| | - Nir Barzilai
- Department of Medicine, Institute for Aging Research and the Diabetes Research Center, Albert Einstein College of Medicine, Bronx, NY USA
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY USA
| | - Sofiya Milman
- Department of Medicine, Institute for Aging Research and the Diabetes Research Center, Albert Einstein College of Medicine, Bronx, NY USA
| | - Danny Ben-Avraham
- Department of Medicine, Institute for Aging Research and the Diabetes Research Center, Albert Einstein College of Medicine, Bronx, NY USA
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY USA
| | | | | | - Bruce H. R. Wolffenbuttel
- Department of Endocrinology, University Medical Center Groningen, University of Groningen, HPC AA31, PO Box 30001, 9700 RB Groningen, the Netherlands
| | - Andrew D. Paterson
- Program in Genetics and Genomic Biology, Hospital for Sick Children, 686 Bay Street, Room 12.9830, Toronto, ON M5G 0A4 Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON Canada
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El Asmar MS, Naoum JJ, Arbid EJ. Vitamin k dependent proteins and the role of vitamin k2 in the modulation of vascular calcification: a review. Oman Med J 2014; 29:172-7. [PMID: 24936265 DOI: 10.5001/omj.2014.44] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2014] [Accepted: 04/09/2014] [Indexed: 12/25/2022] Open
Abstract
Vascular calcification, a cause of cardiovascular morbidity and mortality, is an actively regulated process involving vitamin K dependent proteins (VKDPs) among others. Vitamin K is an essential micronutrient, present in plants and animal fermented products that plays an important role as a cofactor for the post-translational γ-carboxylation of glutamic acid residues in a number of proteins. These VKDPs require carboxylation to become biologically active, and they have been identified as having an active role in vascular cell migration, angiogenesis and vascular calcification. This paper will review the process of vascular calcification and delineate the role that vitamin K2 plays in the modulation of that process, through the activation of VKDPs. One such VKDP is Matrix Gla Protein (MGP), which when activated inhibits osteogenic factors, thereby inhibiting vascular and soft tissue calcification.
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Affiliation(s)
| | - Joseph J Naoum
- Department of Surgery, Section of Vascular and Endovascular Surgery, University Medical Center Rizk Hospital, Lebanese American University, P.O. Box 11-3288, Beirut, Lebanon
| | - Elias J Arbid
- Department of Surgery, Section of Vascular and Endovascular Surgery, University Medical Center Rizk Hospital, Lebanese American University, P.O. Box 11-3288, Beirut, Lebanon
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28
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Brodeur MR, Bouvet C, Bouchard S, Moreau S, Leblond J, deBlois D, Moreau P. Reduction of advanced-glycation end products levels and inhibition of RAGE signaling decreases rat vascular calcification induced by diabetes. PLoS One 2014; 9:e85922. [PMID: 24465790 PMCID: PMC3897559 DOI: 10.1371/journal.pone.0085922] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2013] [Accepted: 12/03/2013] [Indexed: 11/18/2022] Open
Abstract
Advanced-glycation end products (AGEs) were recently implicated in vascular calcification, through a process mediated by RAGE (receptor for AGEs). Although a correlation between AGEs levels and vascular calcification was established, there is no evidence that reducing in vivo AGEs deposition or inhibiting AGEs-RAGE signaling pathways can decrease medial calcification. We evaluated the impact of inhibiting AGEs formation by pyridoxamine or elimination of AGEs by alagebrium on diabetic medial calcification. We also evaluated if the inhibition of AGEs-RAGE signaling pathways can prevent calcification. Rats were fed a high fat diet during 2 months before receiving a low dose of streptozotocin. Then, calcification was induced with warfarin. Pyridoxamine was administered at the beginning of warfarin treatment while alagebrium was administered 3 weeks after the beginning of warfarin treatment. Results demonstrate that AGEs inhibitors prevent the time-dependent accumulation of AGEs in femoral arteries of diabetic rats. This effect was accompanied by a reduced diabetes-accelerated calcification. Ex vivo experiments showed that N-methylpyridinium, an agonist of RAGE, induced calcification of diabetic femoral arteries, a process inhibited by antioxidants and different inhibitors of signaling pathways associated to RAGE activation. The physiological importance of oxidative stress was demonstrated by the reduction of femoral artery calcification in diabetic rats treated with apocynin, an inhibitor of reactive oxygen species production. We demonstrated that AGE inhibitors prevent or limit medial calcification. We also showed that diabetes-accelerated calcification is prevented by antioxidants. Thus, inhibiting the association of AGE-RAGE or the downstream signaling reduced medial calcification in diabetes.
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MESH Headings
- Animals
- Antioxidants/pharmacology
- Aorta/metabolism
- Aorta/pathology
- Diabetes Mellitus, Experimental/complications
- Diabetes Mellitus, Experimental/metabolism
- Diabetes Mellitus, Experimental/physiopathology
- Femoral Artery/drug effects
- Femoral Artery/pathology
- Femoral Artery/physiopathology
- Glycation End Products, Advanced/metabolism
- Hemodynamics/drug effects
- Male
- Muscle, Smooth, Vascular/pathology
- Myocytes, Smooth Muscle/drug effects
- Myocytes, Smooth Muscle/metabolism
- Myocytes, Smooth Muscle/pathology
- Oxidation-Reduction/drug effects
- Pyridinium Compounds
- Rats
- Rats, Wistar
- Receptor for Advanced Glycation End Products
- Receptors, Immunologic/metabolism
- Signal Transduction/drug effects
- Vascular Calcification/etiology
- Vascular Calcification/metabolism
- Vascular Calcification/pathology
- Vascular Calcification/physiopathology
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Affiliation(s)
| | - Céline Bouvet
- Faculty of Pharmacy, Université de Montréal, Montréal, Québec, Canada
| | - Sonia Bouchard
- Faculty of Pharmacy, Université de Montréal, Montréal, Québec, Canada
| | - Simon Moreau
- Faculty of Pharmacy, Université de Montréal, Montréal, Québec, Canada
| | - Jeanne Leblond
- Faculty of Pharmacy, Université de Montréal, Montréal, Québec, Canada
| | - Denis deBlois
- Faculty of Pharmacy, Université de Montréal, Montréal, Québec, Canada
| | - Pierre Moreau
- Faculty of Pharmacy, Université de Montréal, Montréal, Québec, Canada
- * E-mail:
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29
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Advanced glycation endproducts in children with diabetes. J Pediatr 2013; 163:1427-31. [PMID: 23919908 DOI: 10.1016/j.jpeds.2013.06.044] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2012] [Revised: 03/04/2013] [Accepted: 06/20/2013] [Indexed: 12/26/2022]
Abstract
OBJECTIVES To estimate skin content of advanced glycation endproducts (AGEs) by measurements of skin intrinsic fluorescence (SIF) from youth with diabetes in comparison with a population of youth and adults without diabetes. STUDY DESIGN Using a specialized instrument, skin AGEs were estimated from skin auto-fluorescence induced at 420 nm and corrected for skin pigmentation (SIF420[kx0.5, km0.5]) in children with types 1 and 2 diabetes, as well as children and adults without diabetes. The effect of age, sex, ethnicity, and diabetes status on SIF420[kx0.5, km0.5] was analyzed. RESULTS SIF420[kx0.5, km0.5] increased with chronologic age and was higher in children with diabetes compared with children without diabetes (P = .0001). SIF420[kx0.5, km0.5] from 43% of children with type 1 diabetes and 55% with type 2 diabetes overlapped the range of adults without diabetes. SIF420[kx0.5, km0.5] was higher in girls than boys in patients with diabetes patients. However, there was no effect of sex or race on SIF420[kx0.5, km0.5] in subjects without diabetes. CONCLUSIONS After 4-6 years' exposure to diabetes, many children will have precociously high estimates of skin AGEs, comparable with levels that would naturally accumulate only after ∼25 years of chronologic aging. Potentially, this technology identifies children who are at increased risk for complications.
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30
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van Eupen MGA, Schram MT, Colhoun HM, Scheijen JLJM, Stehouwer CDA, Schalkwijk CG. Plasma levels of advanced glycation endproducts are associated with type 1 diabetes and coronary artery calcification. Cardiovasc Diabetol 2013; 12:149. [PMID: 24134530 PMCID: PMC4015708 DOI: 10.1186/1475-2840-12-149] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2013] [Accepted: 10/02/2013] [Indexed: 12/17/2022] Open
Abstract
Background Advanced glycation endproducts (AGEs) may play a role in the development of coronary artery calcification (CAC) in type 1 diabetes (T1DM). We studied plasma AGEs in association with T1DM and CAC, and whether or not the latter association could be explained by low-grade inflammation (LGI) or endothelial dysfunction (ED). Methods We studied 165 individuals with and 169 without T1DM. CAC was quantified in a CAC score based on CT-scanning. Plasma levels of protein-bound pentosidine, Nϵ-(carboxymethyl)lysine (CML) and Nϵ-(carboxyethyl)lysine (CEL) were measured with HPLC/UPLC with fluorescence detection or tandem-mass spectrometry. Tetrahydropyrimidine (THP) was measured with ELISA, as were HsCRP, and sVCAM-1 and vWF, as markers for LGI and ED, respectively. Associations were analyzed with ANCOVA and adjusted for age, sex, BMI, waist-to-hip ratio, smoking, blood pressure, lipid profile, eGFR and T1DM. Results Individuals with T1DM had higher plasma levels of pentosidine, CML and THP compared with controls; means (95% CI) were 0.69 (0.65-0.73) vs. 0.51 (0.48-0.54) nmol/mmol LYS, p < 0.001; 105 (102–107) vs. 93 (90–95) nmol/mmol LYS, p < 0.001; and 126 (118–134) vs. 113 (106–120) U/mL, p = 0.03, respectively. Levels of pentosidine were higher in individuals with T1DM with a moderate to high compared with a low CAC score, means (95% CI) were 0.81 (0.70-0.93) vs. 0.67 (0.63-0.71) nmol/mmol LYS, p = 0.03, respectively. This difference was not attenuated by adjustment for LGI or ED. Conclusions We found a positive association between pentosidine and CAC in T1DM. These results may indicate that AGEs are possibly involved in the development of CAC in individuals with T1DM.
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Affiliation(s)
| | | | | | | | | | - Casper G Schalkwijk
- Department of Internal Medicine, Maastricht University Medical Centre (MUMC) and Cardiovascular Research Institute Maastricht (CARIM), Universiteitssingel 50, Maastricht 6200, MD, the Netherlands.
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Orchard TJ, Lyons TJ, Cleary PA, Braffett BH, Maynard J, Cowie C, Gubitosi-Klug RA, Way J, Anderson K, Barnie A, Villavicencio S. The association of skin intrinsic fluorescence with type 1 diabetes complications in the DCCT/EDIC study. Diabetes Care 2013; 36:3146-53. [PMID: 23813757 PMCID: PMC3781515 DOI: 10.2337/dc12-2661] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To determine whether skin intrinsic fluorescence (SIF) is associated with long-term complications of type 1 diabetes (T1D) and, if so, whether it is independent of chronic glycemic exposure and previous intensive therapy. RESEARCH DESIGN AND METHODS We studied 1,185 (92%) of 1,289 active Diabetes Control and Complications Trial (DCCT)/Epidemiology of Diabetes Interventions and Complications (EDIC) participants from 2010 to 2011. SIF was determined using a fluorescence spectrometer and related cross-sectionally to recently determined measures of retinopathy (stereo fundus photography), cardiac autonomic neuropathy (CAN; R-R interval), confirmed clinical neuropathy, nephropathy (albumin excretion rate [AER]), and coronary artery calcification (CAC). RESULTS Overall, moderately strong associations were seen with all complications, before adjustment for mean HbA1c over time, which rendered these associations nonsignificant with the exception of sustained AER>30 mg/24 h and CAC, which were largely unaffected by adjustment. However, when examined within the former DCCT treatment group, associations were generally weaker in the intensive group and nonsignificant after adjustment, while in the conventional group, associations remained significant for CAN, sustained AER>30 mg/24 h, and CAC even after mean HbA1c adjustment. CONCLUSIONS SIF is associated with T1D complications in DCCT\EDIC. Much of this association appears to be related to historical glycemic exposure, particularly in the previously intensively treated participants, in whom adjustment for HbA1c eliminates statistical significance.
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Cleary PA, Braffett BH, Orchard T, Lyons TJ, Maynard J, Cowie C, Gubitosi-Klug RA, Way J, Anderson K, Barnie A, Villavicencio S. Clinical and technical factors associated with skin intrinsic fluorescence in subjects with type 1 diabetes from the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications Study. Diabetes Technol Ther 2013; 15:466-74. [PMID: 23882708 PMCID: PMC4428254 DOI: 10.1089/dia.2012.0316] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
BACKGROUND The Diabetes Control and Complications Trial (DCCT)/Epidemiology of Diabetes Interventions and Complications(EDIC) studies have established multiyear mean hemoglobin A1c (HbA1c) as predictive of microvascular complications in persons with type 1 diabetes. However, multiyear mean HbA1c is not always available in the clinical setting. Skin advanced glycation end products (AGEs) are thought to partially reflect effects of hyperglycemia over time, and measurement of skin AGEs might be a surrogate for multiyear mean HbA1c. As certain AGEs fluoresce and skin fluorescence has been demonstrated to correlate with the concentration of skin AGEs, noninvasive measurement by skin intrinsic fluorescence(SIF) facilitates the exploration of the association of mean HbA1c and other clinical/technical factors with SIF using the detailed phenotypic database available in DCCT/EDIC. SUBJECTS AND METHODS Of the subjects, 1,185 (53% male) had measurements of SIF during years 16/17 of EDIC with mean age and diabetes duration of 51.5 and 29.8 years, respectively. SIF measurements were obtained on the underside of the forearm near the elbow using a skin fluorescence spectrometer. Demographic data and health history were self-reported, and an annual standardized examination measured clinical status. Linear regression models were constructed to identify significant clinical and technical factors associated with SIF, and the final models only used factors that were significant. RESULTS SIF ranged from 8.7 to 54.0 arbitrary units and was log-normally distributed. Log(SIF) correlated more with mean HbA1c as the time period increased. In multivariate analyses log(SIF) was significantly associated with mean HbA1c, age,estimated glomerular filtration rate < 60mL/min/m2, smoking status, skin tone, and clinic latitude <37 N. CONCLUSIONS SIF reflects age, mean HbA1c over time, smoking, and renal damage, which are known risk factors for diabetes complications.
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Aroda VR, Conway BN, Fernandez SJ, Matter NI, Maynard JD, Orchard TJ, Ratner RE. Cross-sectional evaluation of noninvasively detected skin intrinsic fluorescence and mean hemoglobin a1c in type 1 diabetes. Diabetes Technol Ther 2013; 15:117-23. [PMID: 23305087 PMCID: PMC3558674 DOI: 10.1089/dia.2012.0211] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
BACKGROUND This study evaluated the relationship between skin intrinsic fluorescence (SIF) and long-term mean hemoglobin A1c (HbA1c) in individuals with type 1 diabetes. SUBJECTS AND METHODS We undertook a cross-sectional analysis of 172 individuals with type 1 diabetes followed longitudinally with HbA1c data available over an average of 16.6 years. SIF was evaluated cross-sectionally using the SCOUT DS device (VeraLight Inc., Albuquerque, NM) and correlated with most recent HbA1c and long-term mean HbA1c. Potential determinants of this relationship, including age, gender, smoking status, duration of diabetes, and renal function, were also evaluated. RESULTS Age-adjusted skin intrinsic fluorescence significantly correlated with long-term mean HbA1c (R=0.44, P<0.0001). In contrast, there was no significant relationship between SIF and most recent HbA1c (R=0.14, P=0.075). The best-fit model describing the relationship between SIF and mean HbA1c controlled for factors of age, duration of disease, renal function, and site of study conduct. Controlling for these factors was also important in understanding the relationship between most recent HbA1c and SIF. Evaluating longer-term HbA1c data also strengthened the relationship between SIF and mean HbA1c. In the presence of renal dysfunction or damage, as indicated by an estimated glomerular filtration rate of <60 mL/min/1.73 m2 or presence of gross proteinuria, there was no significant correlation between SIF and mean HbA1c. CONCLUSIONS Noninvasive detection of SIF significantly correlates with long-term mean HbA1c, providing insight into long-term glycemic exposure. Age, duration of diabetes, and renal function are potential contributors to this relationship.
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Affiliation(s)
- Vanita R Aroda
- MedStar Health Research Institute, Hyattsville, Maryland 20782, USA.
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34
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de Vos LC, Noordzij MJ, Mulder DJ, Smit AJ, Lutgers HL, Dullaart RP, Kamphuisen PW, Zeebregts CJ, Lefrandt JD. Skin Autofluorescence as a Measure of Advanced Glycation End Products Deposition Is Elevated in Peripheral Artery Disease. Arterioscler Thromb Vasc Biol 2013; 33:131-8. [DOI: 10.1161/atvbaha.112.300016] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Objective—
Evidence for an important role of advanced glycation end products (AGEs) in the development of atherosclerosis and cardiovascular disease beyond diabetes mellitus and renal disease is growing. Skin autofluorescence (SAF) is a validated noninvasive measure of tissue AGEs. We hypothesized that SAF is elevated in peripheral artery disease (PAD).
Methods and Results—
A case–control study was performed in 492 patients with PAD and 164 controls, matched for age (mean 66±10 years) and presence of diabetes mellitus. Cardiovascular risk factors and comorbidity (coronary artery disease, cerebrovascular disease, abdominal aortic aneurysm) were assessed. SAF was measured with the AGE Reader. SAF was higher in patients compared with controls: geometric mean 2.77 (95% confidence interval [CI], 2.71–2.83) versus 2.44 (95% CI, 2.35–2.53) arbitrary units,
P
=0.4×10
−8
. In logistic regression, the adjusted odds ratio for the presence of PAD was 2.47 (95% CI, 1.66–3.69) per 1 unit increase of SAF. PAD patients with cardiovascular comorbidity had a higher SAF compared with those without: geometric mean 2.93 (95% CI, 2.85–3.02) versus 2.63 (95% CI, 2.55–2.71) arbitrary units,
P
=0.4×10
−6
, also after correction for confounders. Regression analysis showed that age, smoking, diabetes mellitus, chronic kidney disease, and a history of cerebrovascular disease or abdominal aortic aneurysm were independently associated with SAF in the patients with PAD.
Conclusion—
Accumulation of tissue AGEs is increased in patients with PAD, independent of cardiovascular risk factors and comorbidity, although these conditions are associated with a further increase. These findings underscore the importance of AGEs in PAD, irrespective of the presence of diabetes mellitus and renal insufficiency.
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Affiliation(s)
- Lisanne C. de Vos
- From the Department of Internal Medicine, Division of Vascular Medicine (L.C.d.V., M.J.N., D.J.M., A.J.S., P.W.K., J.D.L.), Department of Internal Medicine, Division of Endocrinology (H.L.L., R.P.F.D.), and Department of Surgery, Division of Vascular Surgery (C.J.Z.), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Marjon J. Noordzij
- From the Department of Internal Medicine, Division of Vascular Medicine (L.C.d.V., M.J.N., D.J.M., A.J.S., P.W.K., J.D.L.), Department of Internal Medicine, Division of Endocrinology (H.L.L., R.P.F.D.), and Department of Surgery, Division of Vascular Surgery (C.J.Z.), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Douwe J. Mulder
- From the Department of Internal Medicine, Division of Vascular Medicine (L.C.d.V., M.J.N., D.J.M., A.J.S., P.W.K., J.D.L.), Department of Internal Medicine, Division of Endocrinology (H.L.L., R.P.F.D.), and Department of Surgery, Division of Vascular Surgery (C.J.Z.), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Andries J. Smit
- From the Department of Internal Medicine, Division of Vascular Medicine (L.C.d.V., M.J.N., D.J.M., A.J.S., P.W.K., J.D.L.), Department of Internal Medicine, Division of Endocrinology (H.L.L., R.P.F.D.), and Department of Surgery, Division of Vascular Surgery (C.J.Z.), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Helen L. Lutgers
- From the Department of Internal Medicine, Division of Vascular Medicine (L.C.d.V., M.J.N., D.J.M., A.J.S., P.W.K., J.D.L.), Department of Internal Medicine, Division of Endocrinology (H.L.L., R.P.F.D.), and Department of Surgery, Division of Vascular Surgery (C.J.Z.), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Robin P.F. Dullaart
- From the Department of Internal Medicine, Division of Vascular Medicine (L.C.d.V., M.J.N., D.J.M., A.J.S., P.W.K., J.D.L.), Department of Internal Medicine, Division of Endocrinology (H.L.L., R.P.F.D.), and Department of Surgery, Division of Vascular Surgery (C.J.Z.), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Pieter W. Kamphuisen
- From the Department of Internal Medicine, Division of Vascular Medicine (L.C.d.V., M.J.N., D.J.M., A.J.S., P.W.K., J.D.L.), Department of Internal Medicine, Division of Endocrinology (H.L.L., R.P.F.D.), and Department of Surgery, Division of Vascular Surgery (C.J.Z.), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Clark J. Zeebregts
- From the Department of Internal Medicine, Division of Vascular Medicine (L.C.d.V., M.J.N., D.J.M., A.J.S., P.W.K., J.D.L.), Department of Internal Medicine, Division of Endocrinology (H.L.L., R.P.F.D.), and Department of Surgery, Division of Vascular Surgery (C.J.Z.), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Joop D. Lefrandt
- From the Department of Internal Medicine, Division of Vascular Medicine (L.C.d.V., M.J.N., D.J.M., A.J.S., P.W.K., J.D.L.), Department of Internal Medicine, Division of Endocrinology (H.L.L., R.P.F.D.), and Department of Surgery, Division of Vascular Surgery (C.J.Z.), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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Indurthi VS, Leclerc E, Vetter SW. Interaction between glycated serum albumin and AGE-receptors depends on structural changes and the glycation reagent. Arch Biochem Biophys 2012; 528:185-96. [DOI: 10.1016/j.abb.2012.10.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2012] [Revised: 10/03/2012] [Accepted: 10/06/2012] [Indexed: 10/27/2022]
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Conway BN, Aroda VR, Maynard JD, Matter N, Fernandez S, Ratner RE, Orchard TJ. Skin intrinsic fluorescence is associated with coronary artery disease in individuals with long duration of type 1 diabetes. Diabetes Care 2012; 35:2331-6. [PMID: 22851597 PMCID: PMC3476887 DOI: 10.2337/dc12-0053] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Skin intrinsic fluorescence (SIF) reflects many factors, including the presence of certain advanced glycation end products. We investigated whether SIF was associated with coronary artery disease (CAD) in type 1 diabetes and whether this relationship was independent of renal disease. RESEARCH DESIGN AND METHODS SIF was measured in 112 subjects from the Pittsburgh Epidemiology of Diabetes Complications (EDC) study and 60 from MedStar Health Research Institute when mean age and diabetes duration were 48 and 36 years, respectively. Cumulative glycemic exposure (updated mean A1C) represented a mean of 18 years' follow-up in EDC and 10.3 in MedStar. RESULTS Of the 172 participants, 30 had CAD (15 male and 15 female). SIF levels were higher in those with CAD (P < 0.0001). SIF was strongly associated with CAD (odds ratio [OR] 3.5 [95% CI 2.1-6.1]). After age, duration, and updated mean A1C were controlled for, SIF remained associated with CAD (2.4 [1.3-4.4]), more strongly in men (5.6 [2.1-14.6]) than in women (1.4 [0.61-3.3]). As there was no significant sex interaction, further analyses were conducted combining the sexes. Further accounting for sex and nephropathy status did not improve the model fit, though with nephropathy in the model, the OR for SIF was reduced to 1.7 (95% CI 0.89-3.4). CONCLUSIONS SIF has a significant cross-sectional association with CAD. This association is strongly linked to age and duration and, to a lesser degree, to mean A1C and renal disease. SIF therefore may be a useful overall marker of CAD risk in type 1 diabetes.
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Affiliation(s)
- Adam J. Rosenberg
- Department of Chemistry, 1-014 Center for Science and Technology, Syracuse University, Syracuse, New York 13244, United States
| | - Daniel A. Clark
- Department of Chemistry, 1-014 Center for Science and Technology, Syracuse University, Syracuse, New York 13244, United States
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Januszewski AS, Sachithanandan N, Karschimkus C, O'Neal DN, Yeung CK, Alkatib N, Jenkins AJ. Non-invasive measures of tissue autofluorescence are increased in Type 1 diabetes complications and correlate with a non-invasive measure of vascular dysfunction. Diabet Med 2012; 29:726-33. [PMID: 22211881 DOI: 10.1111/j.1464-5491.2011.03562.x] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To determine if ocular and skin autofluorescence, reflecting advanced glycation end-products, and vascular stiffness correlate in non-diabetic and Type 1 diabetic subjects and if levels differ by diabetes status. RESEARCH DESIGN AND METHODS Patients with Type 1 diabetes (n = 69, 19 with and 50 without vascular complications) and 60 subjects without diabetes (control) had ocular and skin autofluorescence and pulse-wave analysis performed in the fasted state. Correlations between measures within groups used the Pearson or Spearman correlation-coefficient and measures between groups were compared by ANOVA. RESULTS Lens and skin autofluorescence correlated in control (r = 0.58, P = 0.0001) and in Type 1 diabetes (r = 0.53, P = 0.001). Corneal autofluorescence correlated with lens (r = 0.53, r = 0.52, P = 0.0001) and skin autofluorescence (r = 0.34, P = 0.01 and r = 0.49, P = 0.00001) in control and Type 1 diabetes respectively. In Type 1 diabetes, small and large artery elasticity correlated inversely and systemic vascular resistance correlated positively with skin autofluorescence (all P = 0.001), and with lens and corneal autofluorescence (all P < 0.03). In Type 1 diabetes tissue advanced glycation end-products correlated with C-reactive protein and inversely with the estimated glucose disposal rate and with circulating advanced glycation end-product levels. Relative to non-diabetic subjects, lens, corneal and skin fluorescence were increased (all P < 0.001) and small artery elasticity was decreased in diabetes (P = 0.04). Lens, corneal and skin autofluorescence were greater (all P = 0.0001) in patients with Type 1 diabetes with complications compared to those without complications, but small artery elasticity did not differ significantly. CONCLUSIONS Ocular and skin autofluorescence and vascular stiffness correlate in non-diabetic and Type 1 diabetes subjects and are increased in Type 1 diabetes. Tissue advanced glycation end-products correlate with vascular risk factors, including circulating advanced glycation end-products.
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Affiliation(s)
- A S Januszewski
- Department of Medicine, University of Melbourne, St Vincent's Hospital, Melbourne, Australia.
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39
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Wang Z, Jiang Y, Liu N, Ren L, Zhu Y, An Y, Chen D. Advanced glycation end-product Nε-carboxymethyl-Lysine accelerates progression of atherosclerotic calcification in diabetes. Atherosclerosis 2012; 221:387-96. [PMID: 22305260 DOI: 10.1016/j.atherosclerosis.2012.01.019] [Citation(s) in RCA: 123] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2011] [Revised: 12/24/2011] [Accepted: 01/09/2012] [Indexed: 01/03/2023]
Abstract
OBJECTIVE Vascular calcification is an active deposition process of calcium phosphate which resembles bone formation and is highly regulated by osteoblast-like cells. Existing studies demonstrate that advanced glycation end-products (AGEs) may play a pathogenic role in the vascular calcification process. However, their mechanism remains poorly understood. The aim of our current study is to investigate how non-cross-link and non-fluorescent N(ε)-carboxymethyl-Lysine (CML), a major immunogen of AGEs, affect the progression of atherosclerotic calcification in diabetes. METHODS The present study consisted of an in vivo investigation and two in vitro investigations. In study I, male apoE(-/-) mice were first rendered diabetic by the administration of 5 daily intraperitoneal injections of streptozotocin (STZ, 40 mg/kg), and then given a semi-synthetic high-fat diet (HFD) plus daily injections of CML (10mg/kg/day). The mice were euthanized and analyzed at 0 month (group 0M, n = 10), 2 months (group 2M, n = 10), and 4 months (group 4M, n = 10) after the triple administrations of STZ-CML-HFD. In study II, the effects of CML on the apoptosis in macrophages were investigated. RAW264.7 cells were incubated with or without 50 μg/mL oxLDL plus various concentrations of CML for 48 h. In study III, we investigated whether A7r5 aortic smooth muscle cells were induced into osteoblast-like phenotypes by incubation with or without 80 μg/mL of RAW264.7-derived-apoptotic bodies and 50 μg/mL of oxLDL plus various concentrations of CML (or high-glucose) for 7 days. Related analyses (i.e., H&E staining, Masson staining, von Kossa staining, TUNEL staining, immunohistochemical staining, calcium content assay, annexin V-FITC/PI double-staining, and Western blot) were performed. RESULTS Morphological analysis showed that early atherosclerotic plaques appeared 2 months after the triple administrations of STZ-CML-HFD, and that typically advanced plaques with extensive calcification lesions, abundant cholesterol crystals, and proliferative collagen were formed 4 months after the triple administrations of STZ-CML-HFD. Furthermore, CML deposition signals and the expression of receptor for advanced glycation end-products (RAGE) in the aortic wall were mainly restricted in the atherosclerotic plaques. After the incubation of A7r5 smooth muscle cells with 10 μmol/L CML plus 50 μg/mL oxLDL, and 80 μg/mL apoptotic bodies (ABs) for 7 days, semi-quantitative analysis of bone morphogenetic protein 2 (BMP-2), core-binding factor α1 (cbfα1), and alkaline phosphatase (ALP) expression showed 5.0-, 2.0-, and 2.9-fold increases, respectively, compared with those in 50 μg/mL oxLDL and 80 μg/mL ABs. Subsequently, a similar trend was observed in the calcium deposition of the cell layer. However, high-glucose had no effects on the ALP activity and calcium deposition of A7r5 cell layer under high-lipid, apoptosis-coexisting conditions. Both animal and cell studies consistently demonstrated that the CML/RAGE axis may first initiate the apoptosis of macrophages in atherosclerotic lesions and then induce BMP-2-cbfα1-ALP-calcification cascade in a high-lipid, apoptosis-coexisting environment. CONCLUSION The CML/RAGE axis may play an important role in atherosclerotic calcification of diabetes through the mechanism that induces the apoptosis of macrophages followed by the osteogenic differentiation of aortic smooth muscle cells.
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Affiliation(s)
- Zhongqun Wang
- Department and Institute of Cardiology, Zhongda Hospital, Southeast University, Nanjing 210009, China
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40
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Orchard TJ. EnRAGEd about death in type 1 diabetes. Diabetologia 2011; 54:2480-2. [PMID: 21725840 DOI: 10.1007/s00125-011-2229-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2011] [Accepted: 06/07/2011] [Indexed: 10/18/2022]
Affiliation(s)
- T J Orchard
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, 3512 Fifth Avenue, Pittsburgh, PA 15213, USA.
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Felipe DL, Hempe JM, Liu S, Matter N, Maynard J, Linares C, Chalew SA. Skin intrinsic fluorescence is associated with hemoglobin A(1c )and hemoglobin glycation index but not mean blood glucose in children with type 1 diabetes. Diabetes Care 2011; 34:1816-20. [PMID: 21636794 PMCID: PMC3142049 DOI: 10.2337/dc11-0049] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To evaluate the relationship between skin advanced glycation end products (sAGEs) with mean blood glucose (MBG), hemoglobin A(1c) (HbA(1c)), and MBG-independent, between-patient differences in HbA(1c) among children with type 1 diabetes. RESEARCH DESIGN AND METHODS Children aged 5 to 20 years with type 1 diabetes of at least 1 year duration participated. At a clinic visit, sAGE was estimated noninvasively by measurement of skin intrinsic fluorescence (SIF). SIF data were adjusted to correct for variation in skin pigmentation. MBG-independent, between-patient differences in HbA(1c) were examined by statistically controlling HbA(1c) for MBG or alternatively by use of a hemoglobin glycation index (HGI). Results were similar whether HbA(1c), MBG, and HGI were analyzed as single values from the time of the SIF examination visit or as the mean values from all available visits of the patient. RESULTS HbA(1c) was correlated with MBG (r = 0.5; P < 0.001; n = 110). HbA(1c) and HGI, but not MBG, were statistically associated with SIF after adjustment for age, duration of diabetes, race, sex, and BMI z-score. SIF increased with age and duration of diabetes and was higher in girls than boys. CONCLUSIONS sAGE levels estimated by SIF increase with age, duration of diabetes, and female sex. sAGE is correlated with MBG-independent biological variation in HbA(1c), but not with MBG itself. These results suggest that factors besides MBG that influence HbA(1c) levels also contribute to accumulation of sAGE.
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Affiliation(s)
- Dania L Felipe
- Department of Pediatric Endocrinology and Diabetes, Louisiana State University Health SciencesCenter, New Orleans, LA, USA
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Skin autofluorescence as a measure of advanced glycation endproduct deposition: a novel risk marker in chronic kidney disease. Curr Opin Nephrol Hypertens 2011; 19:527-33. [PMID: 20844429 DOI: 10.1097/mnh.0b013e32833e9259] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PURPOSE OF REVIEW Skin autofluorescence (SAF) is a new method to noninvasively assess accumulation of advanced glycation endproducts (AGEs) in a tissue with low turnover. Recent progress in the clinical application of SAF as a risk marker for diabetic nephropathy as well as cardiovascular disease in nondiabetic end-stage kidney disease, less advanced chronic kidney disease, and renal transplant recipients is reviewed. RECENT FINDINGS Experimental studies highlight the fundamental role of the interaction of AGEs with the receptor for AGEs (RAGEs), also called the AGE-RAGE axis, in the pathogenesis of vascular and chronic kidney disease. SAF predicts (cardiovascular) mortality in renal failure and also chronic renal transplant dysfunction. Long-term follow-up results from the Diabetes Control and Complications Trial and UK Prospective Diabetes Study suggest that AGE accumulation is a key carrier of metabolic memory and oxidative stress. Short-term intervention studies in diabetic nephropathy with thiamine, benfotiamine and angiotensin-receptor blockers aimed at reducing AGE formation have reported mixed results. SUMMARY SAF is a noninvasive marker of AGE accumulation in a tissue with low turnover, and thereby of metabolic memory and oxidative stress. SAF independently predicts cardiovascular and renal risk in diabetes, as well as in chronic kidney disease. Further long-term studies are required to assess the potential benefits of interventions to reduce AGE accumulation.
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