1
|
Boersma HE, Smit AJ, Paterson AD, Wolffenbuttel BHR, van der Klauw MM. Skin autofluorescence and cause-specific mortality in a population-based cohort. Sci Rep 2024; 14:19967. [PMID: 39198601 PMCID: PMC11358541 DOI: 10.1038/s41598-024-71037-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 08/23/2024] [Indexed: 09/01/2024] Open
Abstract
We aimed to assess the association of SAF with cardiovascular mortality in the general population and the possible association between SAF with other disease-specific mortality rates. We evaluated 77,143 participants without known diabetes or cardiovascular disease. The cause of death was ascertained by the municipality database. The associations between SAF and all-cause mortality, cardiovascular mortality and cancer mortality were assessed with Cox proportional hazard analysis.After a median follow-up of 115 months, 1447 participants were deceased (1.9%). SAF and age-adjusted SAF-z score were higher in all mortality groups. Cox regression analysis revealed that the highest quartile of SAF was associated with increased odds of cardiovascular mortality, (HR) 12.6 (7.3-21.7) and after adjusting for age (HR 1.8 (1.0-3.2)). Significance was lost after additional adjustments for sex, smoking status, and BMI (HR 1.4 (0.8-2.5). For cancer-related mortality the highest quartile of SAF was associated with higher probability of mortality in all models (unadjusted HR 8.6 (6.6-11.3), adjusted for age HR 2.1 (1.6-2.8)), adjusted for age, sex, smoking status, and BMI HR 1.7 (1.3-2.4)). SAF is associated with all-cause mortality as well as cardiovascular and cancer-related mortality in the general population.
Collapse
Affiliation(s)
- Henderikus E Boersma
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Hanzeplein 1HPC AA31 9700 RB, P.O. Box 30001, Groningen, The Netherlands
- Department of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Andries J Smit
- Department of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Andrew D Paterson
- Program in Genetics and Genome Biology, Hospital for Sick Children, Toronto, ON, Canada
- Divisions of Biostatistics and Epidemiology, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Bruce H R Wolffenbuttel
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Hanzeplein 1HPC AA31 9700 RB, P.O. Box 30001, Groningen, The Netherlands.
| | - Melanie M van der Klauw
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Hanzeplein 1HPC AA31 9700 RB, P.O. Box 30001, Groningen, The Netherlands
| |
Collapse
|
2
|
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.
Collapse
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
| |
Collapse
|
3
|
Alkhami F, Borderie G, Foussard N, Larroumet A, Blanco L, Barbet-Massin MA, Ferrière A, Ducos C, Domenge F, Mohammedi K, Rigalleau V. More new cancers in type 2 diabetes with diabetic foot disease: A longitudinal observational study. Diabetes Metab Syndr 2023; 17:102859. [PMID: 37793301 DOI: 10.1016/j.dsx.2023.102859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 09/04/2023] [Accepted: 09/13/2023] [Indexed: 10/06/2023]
Abstract
OBJECTIVE Cancer has been proposed as the primary cause of death in type 2 diabetes (T2D). The life expectancy is reduced after a diabetic foot ulcer. We investigated whether Diabetic Foot Disease related to an increased risk of developing a new cancer. RESEARCH DESIGN AND METHODS We conducted a retrospective analysis on a cohort of patients hospitalized for T2D between 2009 and 2017, stratified for the risk of diabetic foot ulcer (International Working Group on Diabetic Foot classification). We highlighted new cancers in their medical records until December 2020. The relationship between Diabetic Foot Disease and later cancers was analyzed by multivariable Cox regression and survival curves were compared. RESULTS Among 519 patients, 27% had a Diabetic Foot Disease, and 159 were classified as grades 1 or 2 (at risk). As compared to the 218 patients graded 0 according to the IWGDF, they were more men, older, with a longer duration of diabetes, more vascular complications, a greater incidence of insulin use, and a higher skin autofluorescence. During the 54 months of follow-up, 63 (12.1%) new cancers were diagnosed. Baseline Diabetic Foot Disease was significantly associated with a higher risk of cancer (multivariable adjusted Hazard ratio: 2.08, 95%CI: 1.02-4.25), whereas the relation was not significant for subjects at risk of DFU (HR: 1.65, 95%CI:0.81-3.35) CONCLUSION: The risk of cancer was increased twofold in T2D with Diabetic Foot Disease.
Collapse
Affiliation(s)
- Fadi Alkhami
- Bordeaux CHU and University, Endocrinology-Diabetology-Nutrition, 33000, Bordeaux, France
| | - Gauthier Borderie
- Bordeaux CHU and University, Endocrinology-Diabetology-Nutrition, 33000, Bordeaux, France
| | - Ninon Foussard
- Bordeaux CHU and University, Endocrinology-Diabetology-Nutrition, 33000, Bordeaux, France
| | - Alice Larroumet
- Bordeaux CHU and University, Endocrinology-Diabetology-Nutrition, 33000, Bordeaux, France
| | - Laurence Blanco
- Bordeaux CHU and University, Endocrinology-Diabetology-Nutrition, 33000, Bordeaux, France
| | | | - Amandine Ferrière
- Bordeaux CHU and University, Endocrinology-Diabetology-Nutrition, 33000, Bordeaux, France
| | - Claire Ducos
- Bordeaux CHU and University, Endocrinology-Diabetology-Nutrition, 33000, Bordeaux, France
| | - Frédéric Domenge
- Bordeaux CHU and University, Endocrinology-Diabetology-Nutrition, 33000, Bordeaux, France
| | - Kamel Mohammedi
- Bordeaux CHU and University, Endocrinology-Diabetology-Nutrition, 33000, Bordeaux, France
| | - Vincent Rigalleau
- Bordeaux CHU and University, Endocrinology-Diabetology-Nutrition, 33000, Bordeaux, France.
| |
Collapse
|
4
|
Palanissami G, Paul SF. AGEs and RAGE: metabolic and molecular signatures of the glycation-inflammation axis in malignant or metastatic cancers. EXPLORATION OF TARGETED ANTI-TUMOR THERAPY 2023; 4:812-849. [PMID: 37970208 PMCID: PMC10645465 DOI: 10.37349/etat.2023.00170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 06/12/2023] [Indexed: 11/17/2023] Open
Abstract
From attributing mutations to cancers with the advent of cutting-edge genetic technology in recent decades, to re-searching the age-old theory of intrinsic metabolic shift of cancers (Warburg's glycolysis), the quest for a precise panacea for mainly the metastatic cancers, remains incessant. This review delineates the advanced glycation end product (AGE)-receptor for AGE (RAGE) pathway driven intricate oncogenic cues, budding from the metabolic (glycolytic) reliance of tumour cells, branching into metastatic emergence of malignancies. Strong AGE-RAGE concomitance in metastasis, chemo-resistance and cancer resurgence adversely incite disease progression and patient mortality. At the conjunction of metabolic and metastatic shift of cancers, are the "glycolytically" generated AGEs and AGE-activated RAGE, instigating aberrant molecular pathways, culminating in aggressive malignancies. AGEs as by-products of metabolic insurgence, modify the metabolome, epigenome and microbiome, besides coercing the inter-, intra- and extra-cellular micro-milieu conducive for oncogenic events like epithelial-mesenchymal transition (EMT). AGE-RAGE synergistically elicit ATP surge for surplus energy, autophagy for apoptotic evasion and chemo-resistance, insulin-like growth factor 1 (IGF-1) for meta-inflammation and angiogenesis, high mobility group box-1 (HMGB1) for immune tolerance, S100 proteins for metastasis, and p53 protein attenuation for tumour suppression. AGEs are pronouncedly reported in invasive forms of breast, prostate, colon and pancreatic cancers, higher in patients with cancer than healthy counterparts, and higher in advanced stage than localized phase. Hence, the investigation of person-specific presence of AGEs, soluble RAGE and AGE-activated RAGE can be advocated as impending bio-markers for diagnostic, prognostic and therapeutic purposes, to predict cancer risk in patients with diabetes, obesity, metabolic syndrome as well as general population, to monitor prognosis and metastasis in patients with cancer, and to reckon complications in cancer survivors. Furthermore, clinical reports of exogenous (dietary) and endogenous (internally formed) AGEs in cancer patients, and contemporary clinical trials involving AGE-RAGE axis in cancer are underlined with theranostic implications.
Collapse
Affiliation(s)
- Gowri Palanissami
- Department of Human Genetics, Faculty of Biomedical Sciences and Technology, Sri Ramachandra Institute of Higher Education and Research (Deemed to be University), Porur, Chennai 600 116, Tamil Nadu, India
| | - Solomon F.D. Paul
- Department of Human Genetics, Faculty of Biomedical Sciences and Technology, Sri Ramachandra Institute of Higher Education and Research (Deemed to be University), Porur, Chennai 600 116, Tamil Nadu, India
| |
Collapse
|
5
|
Vollenbrock CE, Roshandel D, van der Klauw MM, Wolffenbuttel BHR, Paterson AD. Genome-wide association study identifies novel loci associated with skin autofluorescence in individuals without diabetes. BMC Genomics 2022; 23:840. [PMID: 36536295 PMCID: PMC9764523 DOI: 10.1186/s12864-022-09062-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 12/01/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Skin autofluorescence (SAF) is a non-invasive measure reflecting accumulation of advanced glycation endproducts (AGEs) in the skin. Higher SAF levels are associated with an increased risk of developing type 2 diabetes and cardiovascular disease. An earlier genome-wide association study (GWAS) revealed a strong association between NAT2 variants and SAF. The aim of this study was to calculate SAF heritability and to identify additional genetic variants associated with SAF through genome-wide association studies (GWAS). RESULTS In 27,534 participants without diabetes the heritability estimate of lnSAF was 33% ± 2.0% (SE) in a model adjusted for covariates. In meta-GWAS for lnSAF five SNPs, on chromosomes 8, 11, 15 and 16 were associated with lnSAF (P < 5 × 10-8): 1. rs2846707 (Chr11:102,576,358,C > T), which results in a Met30Val missense variant in MMP27 exon 1 (NM_022122.3); 2. rs2470893 (Chr15:75,019,449,C > T), in intergenic region between CYP1A1 and CYP1A2; with attenuation of the SNP-effect when coffee consumption was included as a covariate; 3. rs12931267 (Chr16:89,818,732,C > G) in intron 30 of FANCA and near MC1R; and following conditional analysis 4. rs3764257 (Chr16:89,800,887,C > G) an intronic variant in ZNF276, 17.8 kb upstream from rs12931267; finally, 30 kb downstream from NAT2 5. rs576201050 (Chr8:18,288,053,G > A). CONCLUSIONS This large meta-GWAS revealed five SNPs at four loci associated with SAF in the non-diabetes population. Further unravelling of the genetic architecture of SAF will help in improving its utility as a tool for screening and early detection of diseases and disease complications.
Collapse
Affiliation(s)
- Charlotte E. Vollenbrock
- grid.4494.d0000 0000 9558 4598Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Delnaz Roshandel
- grid.42327.300000 0004 0473 9646Program in Genetics and Genome Biology, Hospital for Sick Children, Toronto, ON Canada
| | - Melanie M. van der Klauw
- grid.4494.d0000 0000 9558 4598Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Bruce H. R. Wolffenbuttel
- grid.4494.d0000 0000 9558 4598Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Andrew D. Paterson
- grid.42327.300000 0004 0473 9646Program in Genetics and Genome Biology, Hospital for Sick Children, Toronto, ON Canada ,grid.17063.330000 0001 2157 2938Divisions of Biostatistics and Epidemiology, Dalla Lana School of Public Health, University of Toronto, Toronto, ON Canada
| |
Collapse
|
6
|
Majchrzak C, Cougnard-Gregoire A, Le-Goff M, Féart C, Delcourt C, Reydit M, Helmer C, Rigalleau V. Skin autofluorescence of Advanced Glycation End-products and mortality in older adults: The roles of chronic kidney disease and diabetes. Nutr Metab Cardiovasc Dis 2022; 32:2526-2533. [PMID: 36064683 DOI: 10.1016/j.numecd.2022.08.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 06/27/2022] [Accepted: 08/05/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND AND AIM Advanced glycation end products are involved in age-related multisystem decline. They accumulate in body tissues with age, diabetes and chronic kidney disease (CKD), and can be measured non-invasively by the skin autofluorescence (SAF). We studied the relation between SAF and later mortality in old adults. METHODS AND RESULTS The SAF was measured using an AGE-Reader in 451 individuals from the general population aged over 75 years, and all-cause mortality was assessed during an average follow-up of 6.4 years. The association between SAF and mortality was analyzed using a multivariate Cox survival model, adjusted for age and gender. Analyses were further adjusted for diabetes and stratified on the presence of CKD due to its interaction with SAF for the risk of mortality. Participants were 82 years old on average (SD 4.1). Their mean SAF was 2.8 AU (SD 0.6). One hundred and forty-four individuals (31.9%) died during the follow-up. Adjusted for age and gender, SAF was associated with an increased risk of all-cause mortality (HR 1.44, 95%CI: 1.14-1.82 for a one-AU increase of SAF). The association was no longer significant after adjustment for diabetes. However, after stratification for the presence of CKD, higher SAF was associated with an increased risk of all-cause mortality in the participants with CKD at baseline (HR 1.68, 95%CI: 1.11-2.55), whereas there was no association among participants without CKD (HR 0.95, 95%CI: 0.63-1.44). CONCLUSION Skin autofluorescence is associated with increased all-cause mortality in older adults already suffering from CKD.
Collapse
Affiliation(s)
- Camille Majchrzak
- Nutrition-Diabetology, CHU of Bordeaux, Haut-Lévêque Hospital, F-33600 Pessac, France
| | - Audrey Cougnard-Gregoire
- University of Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR U1219, F-33000 Bordeaux, France
| | - Mélanie Le-Goff
- University of Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR U1219, F-33000 Bordeaux, France
| | - Catherine Féart
- University of Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR U1219, F-33000 Bordeaux, France
| | - Cécile Delcourt
- University of Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR U1219, F-33000 Bordeaux, France
| | - Mathilde Reydit
- University of Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR U1219, F-33000 Bordeaux, France
| | - Catherine Helmer
- University of Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR U1219, F-33000 Bordeaux, France
| | - Vincent Rigalleau
- Nutrition-Diabetology, CHU of Bordeaux, Haut-Lévêque Hospital, F-33600 Pessac, France; University of Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR U1219, F-33000 Bordeaux, France.
| |
Collapse
|
7
|
Rigalleau V, Barbet-Massin MA, Larroumet A, Mohammedi K, Baillet-Blanco L, Monlun M, Cherifi B, Foussard N. Comment on Sjöholm et al. Association of Bariatric Surgery With Cancer Incidence in Patients With Obesity and Diabetes: Long-term Results From the Swedish Obese Subjects Study. Diabetes Care 2022;45:444-450. Diabetes Care 2022; 45:e72. [PMID: 35245352 DOI: 10.2337/dc21-2477] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
|