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Giannella A, Castelblanco E, Zambon CF, Basso D, Hernandez M, Ortega E, Alonso N, Mauricio D, Avogaro A, Ceolotto G, Vigili de Kreutzenberg S. Circulating Small Noncoding RNA Profiling as a Potential Biomarker of Atherosclerotic Plaque Composition in Type 1 Diabetes. Diabetes Care 2023; 46:551-560. [PMID: 36577032 PMCID: PMC10020028 DOI: 10.2337/dc22-1441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Accepted: 12/05/2022] [Indexed: 12/29/2022]
Abstract
OBJECTIVE Cardiovascular disease (CVD) accounts for most deaths in patients with type 1 diabetes (T1D); however, the determinants of plaque composition are unknown. miRNAs regulate gene expression, participate in the development of atherosclerosis, and represent promising CVD biomarkers. This study analyzed the circulating miRNA expression profile in T1D with either carotid calcified (CCP) or fibrous plaque (CFP). RESEARCH DESIGN AND METHODS Circulating small noncoding RNAs were sequenced and quantified using next-generation sequencing and bioinformatic analysis in an exploratory set of 26 subjects with T1D with CCP and in 25 with CFP. Then, in a validation set of 40 subjects with CCP, 40 with CFP, and 24 control subjects with T1D, selected miRNA expression was measured by digital droplet PCR. Putative gene targets enriched for pathways implicated in atherosclerosis/vascular calcification/diabetes were analyzed. The patients' main clinical characteristics were also recorded. RESULTS miR-503-5p, let-7d-5p, miR-106b-3p, and miR-93-5p were significantly upregulated, while miR-10a-5p was downregulated in patients with CCP compared with CFP (all fold change >±1.5; P < 0.05). All candidate miRNAs showed a significant correlation with LDL-cholesterol, direct for the upregulated and inverse for the downregulated miRNA, in CCP. Many target genes of upregulated miRNAs in CCP participate in osteogenic differentiation, apoptosis, inflammation, cholesterol metabolism, and extracellular matrix organization. CONCLUSIONS These findings characterize miRNAs and their signature in the regulatory network of carotid plaque phenotype in T1D, providing new insights into plaque pathophysiology and possibly novel biomarkers of plaque composition.
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Affiliation(s)
| | - Esmeralda Castelblanco
- Division of Endocrinology, Metabolism and Lipid Research, Department of Internal Medicine, Washington University School of Medicine, St. Louis, MO
- Unitat de Suport a la Recerca Barcelona, Institut Universitari d’Investigació en Atenció Primària Jordi Gol i Gurina, Barcelona, Spain
| | | | - Daniela Basso
- Department of Medicine, University of Padova, Padova, Italy
| | - Marta Hernandez
- Department of Endocrinology & Nutrition, Hospital Arnau de Vilanova and Institut d’Investigació Biomédica de Lleida, Lleida, Spain
| | - Emilio Ortega
- Department of Endocrinology & Nutrition, Diabetes Unit, Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d’Investigacions Biomèdiques August Pi i Sunyer, Barcelona, Spain
- Center for Biomedical Research on Pathophysiology of Obesity and Nutrition, Instituto de Salud Carlos III, Madrid, Spain
| | - Nuria Alonso
- Department of Endocrinology and Nutrition, Health Sciences Research Institute and University Hospital Germans Trias i Pujol, Badalona, Spain
- CIBERDEM, Barcelona, Spain
| | - Didac Mauricio
- Unitat de Suport a la Recerca Barcelona, Institut Universitari d’Investigació en Atenció Primària Jordi Gol i Gurina, Barcelona, Spain
- CIBERDEM, Barcelona, Spain
- Department of Endocrinology and Nutrition, Hospital de la Santa Creu i Sant Pau and Sant Pau Biomedical Research Institute, Barcelona, Spain
- Faculty of Medicine, University of Vic–Central University of Catalonia, Vic, Spain
| | - Angelo Avogaro
- Department of Medicine, University of Padova, Padova, Italy
- Corresponding authors: Saula Vigili de Kreutzenberg, , and Angelo Avogaro,
| | | | - Saula Vigili de Kreutzenberg
- Department of Medicine, University of Padova, Padova, Italy
- Corresponding authors: Saula Vigili de Kreutzenberg, , and Angelo Avogaro,
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Castelblanco E, Hernández M, Alonso N, Ribes-Betriu A, Real J, Granado-Casas M, Rossell J, Rojo-López MI, Dusso AS, Julve J, Mauricio D. Association of α-klotho with subclinical carotid atherosclerosis in subjects with type 1 diabetes mellitus. Cardiovasc Diabetol 2022; 21:207. [PMID: 36221075 PMCID: PMC9554979 DOI: 10.1186/s12933-022-01640-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Accepted: 09/15/2022] [Indexed: 11/10/2022] Open
Abstract
Background Compelling evidence suggests that the fibroblast growth factor 23 (FGF23) / α-klotho axis is impaired in subjects with diabetes mellitus. We examined the relationship between parameters related to calcium/phosphate homeostasis, including FGF23 and α-klotho, and subclinical carotid atherosclerosis burden in type 1 diabetes mellitus (T1D) subjects. Methods This cross-sectional study involved 226 subjects with T1D and 147 age-, sex- and plaque-matched, non-diabetic (non-T1D) subjects, both with normal renal function. Carotid ultrasound was performed to determine the presence and burden of atheromatous plaques. Concentrations of the intact form of FGF23 and α-klotho were assessed by ELISA. Calcium, phosphate, parathyroid hormone, and vitamin D levels were also determined. Negative binomial regression models were used to examine relationship between parameters studied and subclinical carotid atherosclerosis. Results Only FGF23 was increased in T1D compared with non-diabetic subjects (> 2-fold; p < 0.05). α-klotho was higher in subjects with subclinical carotid atherosclerosis (1.4-fold, p < 0.05). Regression analysis revealed that the log α-klotho concentration was positively associated with the presence of subclinical carotid atherosclerosis both in T1D subjects (incidence rate ratio [IRR]: 1.41; 95% confidence interval [CI], 1.06–1.89; p < 0.05) and in non-T1D subjects (IRR: 1.65; 95% CI, 1.02–2.75; p < 0.05). The models also showed that age, smoking and albuminuria-to-creatinine ratio were positively associated with subclinical carotid atherosclerosis in T1D subjects. Interestingly, sex-related protection against plaque was also revealed in T1D women. Conclusion Higher α-klotho was associated with subclinical carotid atherosclerotic in the absence of kidney dysfunction. This finding also points to a new pathophysiological pathway involved in the development and progression of this complication. Supplementary Information The online version contains supplementary material available at 10.1186/s12933-022-01640-3.
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Affiliation(s)
- Esmeralda Castelblanco
- Endocrinology, Metabolism and Lipid Research Division, Department of Medicine, Washington University School of Medicine, 63110, St Louis, MO, USA.,Unitat de Suport a la Recerca Barcelona, Institut Universitari d'Investigació en Atenció Primària Jordi Gol i Gurina (IDIAP Jordi Gol), 08007, Barcelona, Spain
| | - Marta Hernández
- Department of Endocrinology & Nutrition, Hospital Universitari Arnau de Vilanova & Institut d'Investigació Biomédica de Lleida (IRB Lleida), 25198, Lleida, Spain
| | - Nuria Alonso
- CIBER de Diabetes y Enfermedades Metabólicas Asociadas, Instituto de Salud Carlos III, 28029, Madrid, Spain.,Department of Endocrinology & Nutrition, Hospital Universitari Germans Trias i Pujol, 08916, Badalona, Spain.,Department of Medicine, Autonomous University of Barcelona, 08916, Barcelona, Spain
| | - Aina Ribes-Betriu
- Institut d'Investigació Biomèdica Sant Pau (IIB Sant Pau), 08041, Barcelona, Spain
| | - Jordi Real
- Unitat de Suport a la Recerca Barcelona, Institut Universitari d'Investigació en Atenció Primària Jordi Gol i Gurina (IDIAP Jordi Gol), 08007, Barcelona, Spain.,CIBER de Diabetes y Enfermedades Metabólicas Asociadas, Instituto de Salud Carlos III, 28029, Madrid, Spain
| | - Minerva Granado-Casas
- CIBER de Diabetes y Enfermedades Metabólicas Asociadas, Instituto de Salud Carlos III, 28029, Madrid, Spain.,Institut d'Investigació Biomèdica Sant Pau (IIB Sant Pau), 08041, Barcelona, Spain.,Department of Endocrinology & Nutrition, Hospital de la Santa Creu i Sant Pau, 08041, Barcelona, Spain
| | - Joana Rossell
- CIBER de Diabetes y Enfermedades Metabólicas Asociadas, Instituto de Salud Carlos III, 28029, Madrid, Spain.,Institut d'Investigació Biomèdica Sant Pau (IIB Sant Pau), 08041, Barcelona, Spain.,Department of Endocrinology & Nutrition, Hospital de la Santa Creu i Sant Pau, 08041, Barcelona, Spain
| | - Marina Idalia Rojo-López
- Institut d'Investigació Biomèdica Sant Pau (IIB Sant Pau), 08041, Barcelona, Spain.,Department of Endocrinology & Nutrition, Hospital de la Santa Creu i Sant Pau, 08041, Barcelona, Spain
| | - Adriana Silvia Dusso
- Endocrinology, Metabolism and Lipid Research Division, Department of Medicine, Washington University School of Medicine, 63110, St Louis, MO, USA
| | - Josep Julve
- CIBER de Diabetes y Enfermedades Metabólicas Asociadas, Instituto de Salud Carlos III, 28029, Madrid, Spain. .,Institut d'Investigació Biomèdica Sant Pau (IIB Sant Pau), 08041, Barcelona, Spain. .,Department of Endocrinology & Nutrition, Hospital de la Santa Creu i Sant Pau, 08041, Barcelona, Spain.
| | - Didac Mauricio
- CIBER de Diabetes y Enfermedades Metabólicas Asociadas, Instituto de Salud Carlos III, 28029, Madrid, Spain. .,Institut d'Investigació Biomèdica Sant Pau (IIB Sant Pau), 08041, Barcelona, Spain. .,Department of Endocrinology & Nutrition, Hospital de la Santa Creu i Sant Pau, 08041, Barcelona, Spain. .,Faculty of Medicine, University of Vic (UVIC/UCC), 08500, Vic, Spain.
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Li H, Xu X, Luo B, Zhang Y. The Predictive Value of Carotid Ultrasonography With Cardiovascular Risk Factors-A "SPIDER" Promoting Atherosclerosis. Front Cardiovasc Med 2021; 8:706490. [PMID: 34447790 PMCID: PMC8382941 DOI: 10.3389/fcvm.2021.706490] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 07/19/2021] [Indexed: 12/18/2022] Open
Abstract
Insufficient recommendations do not support the clinical use of carotid ultrasonography for further risk stratification in moderate-to-high risk patients with cardiovascular disease (CVD). A literature review was performed to assess six aspects of the research progress and limitations of carotid ultrasonography and carotid atherosclerosis-related risk factors: (1) structures of the carotid intima and media; (2) plaques; (3) inflammation; (4) dynamics of carotid blood flow; (5) early detection and intervention; and (6) risk factors for CVD. Although carotid intima-media thickness and carotid plaques are well-acknowledged independent predictors of CVD risk, normative and cut-off values are difficult to define due to the heterogeneous measurements reported in previous studies. Plaque properties, including location, number, density, and size, become more important risk predictors for cardiovascular disease, but a better approach for clinical use needs to be further established. Three-dimensional ultrasound and contrast-enhanced ultrasound are promising for promoting risk stratification with more details on plaque morphology. Moreover, inflammatory diseases and biomarkers should be evaluated for a full assessment of the inflammatory burden for atherosclerosis. Carotid flow velocity is not only an indicator for stenosis but also a potential risk predictor. Carotid atherosclerosis should be detected and treated early, and additional clinical trials are needed to determine the efficacy of these measures in reducing CVD risk. Cardiovascular risk factors tend to affect carotid plaques, and early treat-to-target therapy might yield clinical benefits. Based on the aforementioned six aspects, we consider that these six important factors act like a “SPIDER” spinning the web of atherosclerosis; a timely comprehensive assessment and intervention may halt the progression to CVD. Carotid ultrasound results should be combined with other atherosclerotic factors, and a comprehensive risk assessment may help to guide cardiovascular prevention decisions.
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Affiliation(s)
- Hongwei Li
- Department of Cardiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, China
| | - Xiaolin Xu
- Department of Ultrasound, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Baoming Luo
- Department of Ultrasound, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yuling Zhang
- Department of Cardiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, China
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Katsiki N, Mikhailidis DP. Diabetes and carotid artery disease: a narrative review. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:1280. [PMID: 33178812 PMCID: PMC7607073 DOI: 10.21037/atm.2019.12.153] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Diabetes mellitus (DM) has been linked to an increased prevalence and severity of carotid artery disease, as well as polyvascular disease. Carotid disease is also associated with obesity and abnormal peri-organ and intra-organ fat (APIFat) deposition (i.e., excess fat accumulation in several organs such as the liver, heart and vessels). In turn, DM is associated with APIFat. The coexistence of these comorbidities confers a greater risk of vascular events. Clinicians should also consider that carotid bruits may predict cardiovascular risk. DM has been related to a greater risk of adverse outcomes after carotid endarterectomy or stenting. Whether modifying risk factors (e.g., glycaemia and dyslipidaemia) in DM patients can improve the outcomes of these procedures needs to be established. Furthermore, DM is a risk factor for contrast-induced acute kidney injury (CI-AKI). The latter should be recorded in DM patients undergoing carotid stenting since it can influence both short- and long-term outcomes. From a pathophysiological perspective, functional changes in the carotid artery may precede morphological ones. Furthermore, carotid plaque characteristics are increasingly being studied in terms of vascular risk stratification and monitoring short-term changes attributed to treatment. The present narrative review discusses the recent (2019) literature on the associations between DM and carotid artery disease. Physicians and vascular surgeons looking after patients with carotid disease and DM should consider these links that may influence outcomes. Further research in this field is also needed to optimise the treatment of such patients.
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Affiliation(s)
- Niki Katsiki
- Diabetes Center, Division of Endocrinology and Metabolism, First Department of Internal Medicine, AHEPA University Hospital, Medical School Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Dimitri P Mikhailidis
- Department of Clinical Biochemistry, Royal Free Hospital Campus, University College London Medical School, University College London (UCL), London, UK.,Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
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Castelblanco E, Sanjurjo L, Barranco-Altirriba M, Falguera M, Hernández M, Soldevila B, Sarrias MR, Franch-Nadal J, Arroyo JA, Fernandez-Real JM, Alonso N, Mauricio D. The Circulating Fatty Acid Transporter Soluble CD36 Is Not Associated with Carotid Atherosclerosis in Subjects with Type 1 and Type 2 Diabetes Mellitus. J Clin Med 2020; 9:jcm9061700. [PMID: 32498389 PMCID: PMC7355534 DOI: 10.3390/jcm9061700] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Revised: 05/24/2020] [Accepted: 05/29/2020] [Indexed: 12/11/2022] Open
Abstract
This study aimed to determine the association of fatty acid transporter plasma soluble cluster of differentiation 36 (sCD36) with subclinical carotid atherosclerosis (SCA). A cross-sectional study was conducted in 1023 subjects, 225 with type 1 diabetes (T1D), 276 with type 2 diabetes (T2D) and 522 who were nondiabetic. Carotid atherosclerotic plaque (CAP) presence was determined using B-mode carotid ultrasound imaging. sCD36 were analysed by ELISA, and CD36 surface receptor and mRNA expression were measured by flow cytometry and real-time PCR. Logistic regression models were used to evaluate sCD36 as a biomarker of SCA. Up to 376 (36.75%) participants had at least one CAP, 76 T1D, 164 T2D and 136 without diabetes, while the remaining 647 (63.25%) did not have any CAP. There were no differences in sCD36 between patients with and without CAP in T1D (p = 0.287) or T2D (p = 0.513). Although nondiabetic subjects with plaques had lower sCD36 levels than those without (p = 0.023), the multivariate models revealed no association of sCD36 with CAP in any of the three study groups. No differences were found in surface CD36 or CD36 mRNA expression between the patients with and without CAP. sCD36 is not associated with SCA in type 1 or type 2 diabetic or in nondiabetic subjects.
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Affiliation(s)
- Esmeralda Castelblanco
- Department of Endocrinology & Nutrition, Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, 08041 Barcelona, Spain; (E.C.); (M.B.-A.)
- Centre for Biomedical Research on Diabetes and Associated Metabolic Diseases (CIBERDEM), 08907 Barcelona, Spain; (B.S.); (J.F.-N.)
| | - Lucía Sanjurjo
- Innate Immunity Group, Health Sciences Research Institute Germans Trias i Pujol (IGTP), 08916 Badalona, Spain; (L.S.); (M.-R.S.)
| | - Maria Barranco-Altirriba
- Department of Endocrinology & Nutrition, Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, 08041 Barcelona, Spain; (E.C.); (M.B.-A.)
| | - Mireia Falguera
- Biomedical Research Institute of Lleida, University of Lleida, 25198 Lleida, Spain; (M.F.); (M.H.)
- Primary Health Care Centre Cervera, Gerència d’Atenció Primaria, Institut Català de la Salut, 25200 Cervera, Spain
| | - Marta Hernández
- Biomedical Research Institute of Lleida, University of Lleida, 25198 Lleida, Spain; (M.F.); (M.H.)
- Department of Endocrinology and Nutrition, University Hospital Arnau de Vilanova, IRBLleida, 25198 Lleida, Spain
| | - Berta Soldevila
- Centre for Biomedical Research on Diabetes and Associated Metabolic Diseases (CIBERDEM), 08907 Barcelona, Spain; (B.S.); (J.F.-N.)
- Department of Endocrinology & Nutrition, University Hospital Germans Trias i Pujol, IGTP, 08916 Badalona, Spain
| | - Maria-Rosa Sarrias
- Innate Immunity Group, Health Sciences Research Institute Germans Trias i Pujol (IGTP), 08916 Badalona, Spain; (L.S.); (M.-R.S.)
- Centre for Biomedical Research on Liver and Digestive Diseases (CIBEREHD), 28029 Madrid, Spain
| | - Josep Franch-Nadal
- Centre for Biomedical Research on Diabetes and Associated Metabolic Diseases (CIBERDEM), 08907 Barcelona, Spain; (B.S.); (J.F.-N.)
- DAP-Cat group, Unitat de Suport a la Recerca Barcelona, Fundació Institut Universitari per a la Recerca a l’Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), 08007 Barcelona, Spain
| | - Juan Antonio Arroyo
- Department of Internal Medicine, Hypertension and Vascular Risk Unit, Hospital de la Santa Creu i Sant Pau, 08041 Barcelona, Spain;
- Department of Medicine, Autonomous University of Barcelona, 08193 Bellaterra, Spain
| | - José-Manuel Fernandez-Real
- Department of Diabetes, Endocrinology & Nutrition, Hospital Dr Josep Trueta, IDIBGI, 17007 Girona, Spain;
- Centre for Biomedical Research on Physiopathology of Obesity and Nutrition (CIBEROBN), 17007 Girona, Spain
| | - Nuria Alonso
- Centre for Biomedical Research on Diabetes and Associated Metabolic Diseases (CIBERDEM), 08907 Barcelona, Spain; (B.S.); (J.F.-N.)
- Department of Endocrinology and Nutrition, University Hospital Arnau de Vilanova, IRBLleida, 25198 Lleida, Spain
- Department of Medicine, Autonomous University of Barcelona, 08193 Bellaterra, Spain
- Correspondence: (N.A.); (D.M.); Tel.: +34-934-978-860 (N.A.); +34-935-565-661 (D.M.)
| | - Didac Mauricio
- Department of Endocrinology & Nutrition, Hospital de la Santa Creu i Sant Pau, IIB Sant Pau, 08041 Barcelona, Spain; (E.C.); (M.B.-A.)
- Centre for Biomedical Research on Diabetes and Associated Metabolic Diseases (CIBERDEM), 08907 Barcelona, Spain; (B.S.); (J.F.-N.)
- Department of Medicine, Autonomous University of Barcelona, 08193 Bellaterra, Spain
- Correspondence: (N.A.); (D.M.); Tel.: +34-934-978-860 (N.A.); +34-935-565-661 (D.M.)
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