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Serés-Noriega T, Ortega E, Perea V, Giménez M, Boswell L, Mariaca K, Font C, Mesa A, Viñals C, Blanco J, Vinagre I, Pané A, Esmatjes E, Conget I, Amor AJ. Nuclear Magnetic Resonance-Based Lipidomics in the Assessment of Cardiometabolic Risk in Type 1 Diabetes: An Exploratory Analysis. Diabetes Ther 2023; 14:553-567. [PMID: 36732434 PMCID: PMC9981843 DOI: 10.1007/s13300-023-01372-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 01/17/2023] [Indexed: 02/04/2023] Open
Abstract
INTRODUCTION Cardiovascular disease (CVD) is the leading cause of mortality in type 1 diabetes (T1D). However, there is a need for daily practice tools for identifying those more prone to suffer from these events. We aimed to assess the relationships between nuclear magnetic resonance (1H NMR)-based lipidomic analysis and several CVD risk variables (including preclinical carotid atherosclerosis) in individuals with T1D at high risk. METHODS We included patients with T1D without CVD, with at least one of the following: age ≥ 40 years, diabetic kidney disease, or ≥ 10 years of evolution with another risk factor. The presence of plaque (intima-media thickness > 1.5 mm) was determined by standardized ultrasonography protocol. Lipidomic analysis was performed by 1H NMR. Bivariate and multivariate-adjusted differences in 1H NMR lipidomics were evaluated. RESULTS We included n = 131 participants (49.6% female, age 46.4 ± 10.3 years, diabetes duration 27.0 ± 9.5 years, 47.3% on statins). Carotid plaques were present in 28.2% of the individuals (n = 12, with ≥ 3 plaques). Glucose (HbA1c), anthropometric (body mass index and waist circumference), and insulin resistance-related (fatty liver index and estimated glucose disposal rate) variables were those most associated with 1H NMR-derived lipidomic analysis (p < 0.01 for all). Regarding preclinical atherosclerosis, sphingomyelin was independently associated with carotid plaque presence (for 0.1 mmol/L increase, OR 0.50 [0.28-0.86]; p = 0.013), even after adjusting for age, sex, hypertension, statin use, mean 5-year HbA1c and diabetes duration. Furthermore, linoleic acid and ω-6 fatty acids remained independently associated with higher plaque burden (≥ 3 plaques) in multivariate models (0.17 [0.03-0.93] and 0.27 [0.07-0.97], respectively; p < 0.05 for both). CONCLUSION In our preliminary study of individuals with T1D at high risk, several 1H NMR-derived lipidomic parameters were independently associated with preclinical atherosclerosis. Specifically, ω-6 fatty acids and linoleic acid seem promising for identifying those with higher plaque burden.
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Affiliation(s)
- Tonet Serés-Noriega
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain.
| | - Emilio Ortega
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de la Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
| | - Verónica Perea
- Endocrinology and Nutrition Department, Hospital Universitari Mútua de Terrassa, Terrassa, Spain
| | - Marga Giménez
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Laura Boswell
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain
- Endocrinology and Nutrition Department, Althaia University Health Network, Manresa, Spain
| | - Karla Mariaca
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain
| | - Carla Font
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain
| | - Alex Mesa
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain
| | - Clara Viñals
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain
| | - Jesús Blanco
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Irene Vinagre
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
| | - Adriana Pané
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de la Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Enric Esmatjes
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Ignacio Conget
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Antonio J Amor
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic, Villarroel 170, 08036, Barcelona, Spain.
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Boswell L, Serés-Noriega T, Mesa A, Perea V, Pané A, Viñals C, Blanco J, Giménez M, Vinagre I, Esmatjes E, Conget I, Amor AJ. Carotid ultrasonography as a strategy to optimize cardiovascular risk management in type 1 diabetes: a cohort study. Acta Diabetol 2022; 59:1563-1574. [PMID: 36006487 DOI: 10.1007/s00592-022-01959-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 08/09/2022] [Indexed: 11/01/2022]
Abstract
BACKGROUND AND AIMS Although cardiovascular disease (CVD) remains the leading cause of mortality in type 1 diabetes (T1D), the use of cardioprotective drugs is scarce. We aimed to evaluate the impact of carotid ultrasonography (US) on the improvement in cardiovascular risk factors (CVRFs) in T1D. METHODS AND RESULTS T1D patients without CVD meeting criteria for lipid treatment according to guidelines (age ≥ 40 years, nephropathy and/or ≥ 10 years of diabetes duration with ≥ 1 additional CVRFs) were included. The carotid-US group (US-G) underwent a standardized US protocol and CVRF assessment; recommendations were made according to subclinical atherosclerosis status. The control group (CG) followed usual clinical practice. Changes in CVRFs, specially statin use and LDL cholesterol levels, at 1 year were analysed. A total of 318 patients were included (51.3% female, mean age of 49.1 years and 25.5 years of diabetes duration): 211 in the US-G and 107 in the CG. Participants in the US-G had a higher baseline LDL cholesterol than controls (114 vs. 102 mg/dL; p < 0.001). Lipid-lowering treatment was modified in 38.9% in the US-G and 6.5% in the CG (p < 0.001). At 1 year, the US-G was more frequently on statins, had lower LDL cholesterol and 27% had stopped smoking (p < 0.001 for all). Changes were more pronounced in those with plaques (p < 0.001). In multivariate analyses adjusted for age, sex and other CVRFs, belonging to the US-G was independently associated with the intensification of lipid-lowering treatment (OR 10.47 [4.06-27.01]). Propensity score-matching analysis yielded similar results (OR 20.09 [7.86-51.37]). CONCLUSION Carotid-US is independently associated with an intensification of lipid-lowering therapy in a high-risk T1D population.
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Affiliation(s)
- Laura Boswell
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Villarroel 170, 08036, Barcelona, Spain.
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain.
- Endocrinology and Nutrition Department, Althaia University Health Network, Manresa, Spain.
| | - Tonet Serés-Noriega
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Villarroel 170, 08036, Barcelona, Spain
| | - Alex Mesa
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Villarroel 170, 08036, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
| | - Verónica Perea
- Endocrinology and Nutrition Department, Hospital Universitari Mútua de Terrassa, Terrassa, Spain
| | - Adriana Pané
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Villarroel 170, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Clara Viñals
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Villarroel 170, 08036, Barcelona, Spain
| | - Jesús Blanco
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Villarroel 170, 08036, Barcelona, Spain
| | - Marga Giménez
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Villarroel 170, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Carlos III Health Institute, Madrid, Spain
| | - Irene Vinagre
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Villarroel 170, 08036, Barcelona, Spain
| | - Enric Esmatjes
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Villarroel 170, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Carlos III Health Institute, Madrid, Spain
| | - Ignacio Conget
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Villarroel 170, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Carlos III Health Institute, Madrid, Spain
| | - Antonio J Amor
- Diabetes Unit, Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Villarroel 170, 08036, Barcelona, Spain.
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Ortega Martínez de Victoria E, Doménech CV. Riesgo cardiovascular en diabetes tipo 1 y tipo 2: Diferencias, similitudes y reflexiones. ENDOCRINOL DIAB NUTR 2022. [DOI: 10.1016/j.endinu.2022.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Victoria EOMD, Doménech CV. Cardiovascular risk in type 1 and type 2 diabetes: Differences, similarities and insights. ENDOCRINOL DIAB NUTR 2022; 69:455-457. [PMID: 36084986 DOI: 10.1016/j.endien.2022.08.004] [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: 05/30/2022] [Accepted: 07/05/2022] [Indexed: 06/15/2023]
Affiliation(s)
- Emilio Ortega Martinez De Victoria
- Servicio de Endocrinología y Nutrición, Unidad de Diabetes, Clínica de Lípidos y Riesgo Vascular, Hospital Clinic Barcelona, Barcelona, Spain; CIBER Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain.
| | - Clara Viñals Doménech
- Servicio de Endocrinología y Nutrición, Unidad de Diabetes, Clínica de Lípidos y Riesgo Vascular, Hospital Clinic Barcelona, Barcelona, Spain; CIBER Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
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Baharudin N, Mohamed-Yassin MS, Daher AM, Ramli AS, Khan NAMN, Abdul-Razak S. Prevalence and factors associated with lipid-lowering medications use for primary and secondary prevention of cardiovascular diseases among Malaysians: the REDISCOVER study. BMC Public Health 2022; 22:228. [PMID: 35120488 PMCID: PMC8815195 DOI: 10.1186/s12889-022-12595-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 01/12/2022] [Indexed: 01/05/2023] Open
Abstract
Background Lipid-lowering medications (LLM) are commonly used for secondary prevention, as well as for primary prevention among patients with high global cardiovascular risk and with diabetes. This study aimed to determine the prevalence of LLM use among high-risk individuals [participants with diabetes, high Framingham general cardiovascular (FRS-CVD) score, existing cardiovascular disease (CVD)] and the factors associated with it. Methods This is a cross-sectional analysis from the baseline recruitment (years 2007 to 2011) of an ongoing prospective study involving 11,288 participants from 40 rural and urban communities in Malaysia. Multiple logistic regression was used to identify characteristics associated with LLM use. Results Majority (74.2%) of participants with CVD were not on LLM. Only 10.5% of participants with high FRS-CVD score, and 17.1% with diabetes were on LLM. Participants who were obese (OR = 1.80, 95% CI: 1.15–2.83), have diabetes (OR = 2.38, 95% CI: 1.78–3.19), have hypertension (OR = 2.87, 95% CI: 2.09–3.95), and attained tertiary education (OR = 2.25, 95% CI: 1.06–4.78) were more likely to be on LLM. Rural residents had lower odds of being on LLM (OR = 0.58, 95% CI: 0.41–0.82). In the primary prevention group, participants with high FRS-CVD score (OR = 3.81, 95% CI: 2.78–5.23) and high-income earners (OR = 1.54, 95% CI: 1.06–2.24) had higher odds of being on LLM. Conclusions LLM use among high CVD-risk individuals in the primary prevention group, and also among individuals with existing CVD was low. While CVD risk factors and global cardiovascular risk score were positively associated with LLM use, sociodemographic disparities were observed among the less-educated, rural residents and low-income earners. Measures are needed to ensure optimal and equitable use of LLM.
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Affiliation(s)
- Noorhida Baharudin
- Department of Primary Care Medicine, Faculty of Medicine, Universiti Teknologi MARA, Selayang Campus, Jalan Prima Selayang 7, 68100, Batu Caves, Selangor, Malaysia.
| | - Mohamed-Syarif Mohamed-Yassin
- Department of Primary Care Medicine, Faculty of Medicine, Universiti Teknologi MARA, Selayang Campus, Jalan Prima Selayang 7, 68100, Batu Caves, Selangor, Malaysia
| | - Aqil Mohammad Daher
- Department of Community Medicine, School of Medicine, International Medical University, Bukit Jalil, 57000, Kuala Lumpur, Malaysia
| | - Anis Safura Ramli
- Department of Primary Care Medicine, Faculty of Medicine, Universiti Teknologi MARA, Selayang Campus, Jalan Prima Selayang 7, 68100, Batu Caves, Selangor, Malaysia.,Institute of Pathology, Laboratory and Forensic Medicine (I-PPerForM), Universiti Teknologi MARA, Sungai Buloh Campus, Jalan Hospital, 47000, Sungai Buloh, Selangor, Malaysia
| | - Nor-Ashikin Mohamed Noor Khan
- Department of Physiology, Faculty of Medicine, Universiti Teknologi MARA, Sungai Buloh Campus, Jalan Hospital, 47000, Sungai Buloh, Selangor, Malaysia
| | - Suraya Abdul-Razak
- Department of Primary Care Medicine, Faculty of Medicine, Universiti Teknologi MARA, Selayang Campus, Jalan Prima Selayang 7, 68100, Batu Caves, Selangor, Malaysia.,Institute of Pathology, Laboratory and Forensic Medicine (I-PPerForM), Universiti Teknologi MARA, Sungai Buloh Campus, Jalan Hospital, 47000, Sungai Buloh, Selangor, Malaysia.,Hospital Universiti Teknologi MARA (HUiTM), 42300, Bandar Puncak Alam, Selangor, Malaysia.,Cardio Vascular and Lungs Research Institute (CaVaLRI), Universiti Teknologi MARA, Sungai Buloh Campus, Jalan Hospital, 47000, Sungai Buloh, Selangor, Malaysia
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Carral F, Tomé M, Fernández JJ, Piñero A, Expósito C, Jiménez AI, García C, Ayala C. The presence of microvascular complications is associated with a poor evolution of metabolic control in patients with type 1 diabetes mellitus. ENDOCRINOL DIAB NUTR 2021; 68:389-397. [PMID: 34742472 DOI: 10.1016/j.endien.2021.10.001] [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: 03/27/2020] [Accepted: 07/22/2020] [Indexed: 06/13/2023]
Abstract
OBJECTIVE To report the evolution of metabolic control and to assess the clinical and metabolic factors associated with the presence of microvascular complications in patients with type 1 diabetes mellitus (T1DM). MATERIAL AND METHODS This was a retrospective, observational study analysing clinical, laboratory, and therapeutic data from a registry of patients with T1DM created in 2010. RESULTS Data recorded from 586 patients (males: 50.2%; mean age: 36.1±13.5 years; T1DM duration: 18.0±12.1 years) followed for a mean of 6.0±3.1 years were assessed, and 8133 HbA1c levels (13.2±7.6 measurements/patient) were analysed, with a mean evolutionary HbA1c of 7.9%±1.2%. The mean annual HbA1c level gradually improved from 8.6%±1.6% in 2010 to 7.5%±1.4% in 2019, with 34.3% and 69.0% of patients having HbA1c levels ≤7% and ≤8% respectively. Patients with T1DM duration of <10 years and ≥20 years, non-smokers, CSII users, and those using the insulin/carbohydrate ratio had better current and evolutionary HbA1c levels. The presence of microvascular complications was independently associated with T1DM lasting ≥20 years, the presence of HBP, and evolutionary HbA1c≥7.0%. CONCLUSION A progressive but still inadequate improvement in metabolic control over 10 years was seen in patients with T1DM. Poor metabolic control (mean HbA1c over 10 years ≥7%) was independently associated with the presence of microvascular complications.
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Affiliation(s)
- Florentino Carral
- Unidad de Endocrinología y Nutrición, Hospital Universitario Puerto Real, Cádiz, Spain.
| | - Mariana Tomé
- Unidad de Endocrinología y Nutrición, Hospital Universitario Puerto Real, Cádiz, Spain
| | - Juan Jesús Fernández
- Unidad de Obstetricia y Ginecología, Hospital Universitario Puerto Real, Cádiz, Spain
| | - Antonia Piñero
- Unidad de Endocrinología y Nutrición, Hospital Universitario Puerto Real, Cádiz, Spain
| | - Coral Expósito
- Unidad de Endocrinología y Nutrición, Hospital Universitario Puerto Real, Cádiz, Spain
| | - Ana Isabel Jiménez
- Unidad de Endocrinología y Nutrición, Hospital Universitario Puerto Real, Cádiz, Spain
| | - Concepción García
- Unidad de Endocrinología y Nutrición, Hospital Universitario Puerto Real, Cádiz, Spain
| | - Carmen Ayala
- Unidad de Endocrinología y Nutrición, Hospital Universitario Puerto Real, Cádiz, Spain
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Carral F, Tomé M, Fernández JJ, Piñero A, Expósito C, Jiménez AI, García C, Ayala C. La presencia de complicaciones microvasculares se asocia con un mal control metabólico evolutivo en pacientes con diabetes tipo 1. ENDOCRINOL DIAB NUTR 2021. [DOI: 10.1016/j.endinu.2020.07.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Pané A, Conget I, Boswell L, Ruiz S, Viñals C, Perea V, Giménez M, Cofán M, Blanco J, Vinagre I, Esmatjes E, Ortega E, Amor AJ. Insulin resistance is associated with preclinical carotid atherosclerosis in patients with type 1 diabetes. Diabetes Metab Res Rev 2020; 36:e3323. [PMID: 32266782 DOI: 10.1002/dmrr.3323] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Revised: 03/24/2020] [Accepted: 03/29/2020] [Indexed: 01/15/2023]
Abstract
AIM Although insulin resistance (IR) is a growing trait among type 1 diabetes (T1D) population, its relationship with atherosclerosis has been scarcely studied. We assessed the association between IR indexes and carotid atherosclerosis in T1D, a population at high cardiovascular disease (CVD) risk. MATERIALS AND METHODS We evaluated 191 participants with T1D and no prior CVD with at least one of the following criteria: ≥40 years old; diabetic nephropathy; or T1D duration ≥10 years harbouring ≥1 additional CVD risk factor. IR was assessed with the metabolic syndrome (MetS) harmonized definition proposed in 2009 and the estimated glucose disposal rate (eGDR), a T1D-specific IR surrogate marker (lower values indicating higher IR). Standardized carotid ultrasonography was performed, recording intima-media thickness (IMT), plaque presence and maximum height of plaque. Comparisons between patients according to their MetS status as well as concerning eGDR values were performed. RESULTS The participants' median age was 47.4 (41.1-53.3) years and diabetes duration 25.7 (21.6-32.5) years. Plaque prevalence was higher in patients with greater IR (49.1%, 29.1% and 20%, P = .001, for any plaque according to decreasing eGDR tertiles). Conversely, no statistically significant higher plaque prevalence was found in participants with MetS. In multivariate analyses (adjusted for general- and T1D-specific risk factors, and statin treatment), MetS was associated with neither IMT nor plaque. On the contrary, eGDR was independently related to ≥2 plaques (P = .018) and maximum plaque height (P < .01). CONCLUSIONS In T1D, IR assessed through eGDR but not by MetS definition was independently associated with plaque burden, a predictor of CVD.
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Affiliation(s)
- Adriana Pané
- Endocrinology and Nutrition Department, Hospital Clínic, Barcelona, Spain
| | - Ignacio Conget
- Endocrinology and Nutrition Department, Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Laura Boswell
- Endocrinology and Nutrition Department, Hospital Clínic, Barcelona, Spain
| | - Sabina Ruiz
- Endocrinology and Nutrition Department, Hospital Clínic, Barcelona, Spain
| | - Clara Viñals
- Endocrinology and Nutrition Department, Hospital Clínic, Barcelona, Spain
| | - Verónica Perea
- Endocrinology and Nutrition Department, Hospital Universitari Mútua de Terrassa, Terrassa, Spain
| | - Marga Giménez
- Endocrinology and Nutrition Department, Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Montserrat Cofán
- Endocrinology and Nutrition Department, Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Jesús Blanco
- Endocrinology and Nutrition Department, Hospital Clínic, Barcelona, Spain
| | - Irene Vinagre
- Endocrinology and Nutrition Department, Hospital Clínic, Barcelona, Spain
| | - Enric Esmatjes
- Endocrinology and Nutrition Department, Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Emilio Ortega
- Endocrinology and Nutrition Department, Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Antonio J Amor
- Endocrinology and Nutrition Department, Hospital Clínic, Barcelona, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
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Viñals C, Conget I, Pané A, Boswell L, Perea V, Blanco AJ, Ruiz S, Giménez M, Vinagre I, Esmatjes E, Ortega E, Amor AJ. Steno type 1 risk engine and preclinical atherosclerosis in Mediterranean individuals with type 1 diabetes. Diabetes Metab Res Rev 2020; 36:e3320. [PMID: 32239693 DOI: 10.1002/dmrr.3320] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 01/31/2020] [Accepted: 03/18/2020] [Indexed: 01/11/2023]
Abstract
BACKGROUND AND AIMS Tools to detect type 1 diabetes (T1D) individuals at overt cardiovascular disease (CVD) risk are scarce. We aimed to assess the usefulness of the score 'Steno Type 1 Risk Engine' (Steno-Risk) to identify T1D patients with advanced carotid atherosclerosis. MATERIAL AND METHODS T1D patients without CVD with at least one of the following were included: ≥40 years, diabetic nephropathy, or diabetes duration ≥10 years with ≥1 CVD risk factor. Intima-media thickness (IMT) and plaque presence (IMT ≥1.5 mm) were assessed by standardized B-mode ultrasonography. Steno-Risk was used to estimate 10-year risk (<10% low; 10%-20% moderate; ≥20% high risk). Associations between Steno-Risk and preclinical atherosclerosis were assessed after adjusting for other CVD risk factors. RESULTS We evaluated 302 patients (55% men, age 47.8 ± 9.8 years, T1D duration 26.3 ± 9.3 years). The prevalence of carotid plaque and ≥2 plaques were 36.4% and 19.2%, respectively; without sex differences. Age (57.4 ± 7.4 vs 37.1 ± 6.2 years), T1D duration (31.3 ± 10.4 vs 21.5 ± 7.1 years), hypertension (52.3% vs 6.3%), nephropathy (25.6% vs 5.1%) and retinopathy (53.5% vs 32.9%) were higher in high-risk (n = 86) vs low-risk participants (n = 79; P < .001 for all). Preclinical atherosclerosis (IMT and plaque) increased in parallel with Steno-Risk (P < .001). In logistic regression analysis, both age ≥40 years and Steno-Risk ≥20% were associated with the presence of plaque (OR 4.22 [1.57-11.36] and 3.79 [1.61-6.80]; respectively), but only high Steno-Risk remained independently associated with ≥2 plaques (OR 3.31 [1.61-6.80]). CONCLUSION Steno-Risk is independently associated with preclinical atherosclerosis. Further studies are needed to ascertain its usefulness in this high-risk population.
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Affiliation(s)
- C Viñals
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Barcelona, Spain
| | - I Conget
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Madrid, Spain
- Institut d'investigacions biomèdiques August Pi i Sunyer, Barcelona, Spain
| | - A Pané
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Barcelona, Spain
| | - L Boswell
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Barcelona, Spain
| | - V Perea
- Endocrinology and Nutrition Department, Hospital Universitari Mútua de Terrassa, Terrassa, Spain
| | - A J Blanco
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'investigacions biomèdiques August Pi i Sunyer, Barcelona, Spain
| | - S Ruiz
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Barcelona, Spain
| | - M Giménez
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Madrid, Spain
- Institut d'investigacions biomèdiques August Pi i Sunyer, Barcelona, Spain
| | - I Vinagre
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'investigacions biomèdiques August Pi i Sunyer, Barcelona, Spain
| | - E Esmatjes
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Madrid, Spain
- Institut d'investigacions biomèdiques August Pi i Sunyer, Barcelona, Spain
| | - E Ortega
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'investigacions biomèdiques August Pi i Sunyer, Barcelona, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - A J Amor
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Barcelona, Spain
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10
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Ruiz S, Amor AJ, Pané A, Molina-Andujar A, Montagud-Marrahi E, Ventura-Aguiar P, Ferrer-Fàbrega J, Esmatjes E. Cardiovascular risk factors and cardiovascular disease in patients with type 1 diabetes and end-stage renal disease candidates for kidney-pancreas transplantation: Trends from 1999 to 2017. Diabetes Res Clin Pract 2020; 163:108135. [PMID: 32259612 DOI: 10.1016/j.diabres.2020.108135] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Revised: 03/21/2020] [Accepted: 03/26/2020] [Indexed: 02/06/2023]
Abstract
AIMS To evaluate the changes in cardiovascular risk factors (CVRFs) and cardiovascular disease (CVD) in patients with type 1 diabetes (T1D) and end-stage renal disease (ESRD) who were candidates for kidney-pancreas transplantation (KPTx) from 1999 to 2017. METHODS Patients with T1D referred for KPTx evaluation were included. The cohort was divided into five groups according to the year of evaluation (1999-2002, 2003-2006, 2007-2010, 2011-2014 and 2015-2017). The control of CVRFs and the prevalence of prior CVD were evaluated. RESULTS We evaluated 360 patients (64.4% men, age 38.9 ± 7.1 years). LDL-cholesterol <100 mg/dl increased from 22.7% to 76.9% (1999-2002 vs. 2015-2017; p < 0.001), as did the use of statins (from 24.7% to 74.5%; p < 0.001). Systolic blood pressure decreased from 138.8 ± 27.6 to 125.1 ± 27.9 mmHg (p = 0.001) and current smokers from 48% to 25% (p = 0.018). Intensive insulin treatment increased from 34.4% to 93.6% (p < 0.001). Diabetes duration before the initiation of renal replacement therapy increased from 23 ± 5.5 to 26.9 ± 8.9 years (p = 0.001). Overall, 30.3% had previous CVD, without significant changes over time (p = 0.699), albeit patients were older and had longer diabetes duration. CONCLUSIONS Patients with T1D and ESRD referred for KPTx have better control of CVRFs over time, which might lead to a decrease in cardiovascular events.
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Affiliation(s)
- Sabina Ruiz
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Spain.
| | - Antonio Jesús Amor
- Endocrinology and Nutrition Department, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Spain; Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, Spain.
| | - Adriana Pané
- Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, Spain.
| | - Alicia Molina-Andujar
- Renal Transplant Unit, Nephrology and Kidney Transplantation Department, Hospital Clínic de Barcelona, Spain.
| | - Enrique Montagud-Marrahi
- Renal Transplant Unit, Nephrology and Kidney Transplantation Department, Hospital Clínic de Barcelona, Spain.
| | - Pedro Ventura-Aguiar
- Renal Transplant Unit, Nephrology and Kidney Transplantation Department, Hospital Clínic de Barcelona, Spain; Laboratori Experimental de Nefrologia i transplantament (LENIT), CRB CELLEX, Fundació Clínic, IDIBAPS, Barcelona, Spain.
| | - Joana Ferrer-Fàbrega
- HepatoBilioPancreatic Surgery, and Liver and Pancreatic Transplantation Unit, Department of Surgery, Hospital Clínic de Barcelona, Spain.
| | - Enric Esmatjes
- Diabetes Unit, Endocrinology and Nutrition Department, Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Spain; Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid, Spain.
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11
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Amor AJ, Vinagre I, Valverde M, Pané A, Urquizu X, Meler E, López E, Quirós C, Giménez M, Codina L, Conget I, Barahona MJ, Perea V. Preeclampsia Is Associated With Increased Preclinical Carotid Atherosclerosis in Women With Type 1 Diabetes. J Clin Endocrinol Metab 2020; 105:5570566. [PMID: 31529047 DOI: 10.1210/clinem/dgz031] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2019] [Revised: 07/30/2019] [Accepted: 09/09/2019] [Indexed: 12/26/2022]
Abstract
PURPOSE Although preeclampsia (PE) is a well-established cardiovascular risk factor (CVRF) in the general population, its role in type 1 diabetes (T1D) has been scarcely studied. We assessed the association between PE and preclinical atherosclerosis in T1D. METHODS We recruited 112 women without cardiovascular disease and last pregnancy ≥5 years before: (1) T1D and previous PE (T1D+/PE+; n = 28); (2) T1D without preeclampsia (T1D+/PE-; n = 28); (3) previous PE without T1D (T1D-/PE+; n = 28); and (4) controls (without T1D or PE; T1D-/PE-; n = 28). Groups were matched by age, several CVRFs, and diabetes duration and retinopathy (in T1D participants). Carotid intima-media thickness (IMT) and the presence of plaque (IMT ≥ 1.5 mm) were assessed by standardized ultrasonography protocol. RESULTS Mean age of the participants was 44.9 ± 7.8 years (14.3% hypertension and 21.4% active smokers). Groups including T1D (T1D+/PE+ and T1D+/PE-) more frequently presented hypertension and statin treatment (23.2% vs 5.4% and 37.5% vs 8.9%; respectively; P < 0.01), without differences in other CVRFs. Carotid plaques were observed in 20.5%. In multivariate models adjusted for age, CVRF, and statins, both T1D and PE showed a similar impact on the presence of plaque, with odds ratios (95% confidence interval), 5.45 (1.36-21.9) and 4.24 (1.04-17.3), respectively. Both entities showed an additive effect when combined, both in common carotid-IMT (T1D+/PE- or T1D-/PE+, β = 0.198; T1D+/PE+, β = 0.297) and in the presence of plaque (8.53 [1.07-68.2] and 28.1 [2.67-296.4], respectively). CONCLUSIONS Previous PE was independently associated with preclinical atherosclerosis in T1D. Further studies are needed to ascertain its usefulness for stratifying risk in T1D women.
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Affiliation(s)
- Antonio J Amor
- Endocrinology an d Nutrition Department, Hospital Clínic de Barcelona, Barcelona 08036, Spain
- CIBER de Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid 28029, Spain
| | - Irene Vinagre
- Endocrinology an d Nutrition Department, Hospital Clínic de Barcelona, Barcelona 08036, Spain
| | - Maite Valverde
- Endocrinology and Nutrition Department, Hospital Universitari Mútua de Terrassa, Terrassa 08221, Spain
| | - Adriana Pané
- Endocrinology an d Nutrition Department, Hospital Clínic de Barcelona, Barcelona 08036, Spain
| | - Xavier Urquizu
- Obstetrics and Gynecology Department, Hospital Universitari Mútua de Terrassa, Terrassa 08221, Spain
| | - Eva Meler
- Fetal i+D Fetal Medicine Research Center, BCNatal-Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Clínic and Hospital Sant Joan de Déu), IDIBAPS, University of Barcelona, Barcelona 08036, Spain
| | - Eva López
- Obstetrics and Gynecology Department, Hospital Universitari Mútua de Terrassa, Terrassa 08221, Spain
| | - Carmen Quirós
- Endocrinology and Nutrition Department, Hospital Universitari Mútua de Terrassa, Terrassa 08221, Spain
| | - Marga Giménez
- Endocrinology an d Nutrition Department, Hospital Clínic de Barcelona, Barcelona 08036, Spain
- CIBER de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid 28029, Spain
| | - Laura Codina
- Obstetrics and Gynecology Department, Hospital Universitari Mútua de Terrassa, Terrassa 08221, Spain
| | - Ignacio Conget
- Endocrinology an d Nutrition Department, Hospital Clínic de Barcelona, Barcelona 08036, Spain
- CIBER de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Madrid 28029, Spain
| | - Maria J Barahona
- Endocrinology and Nutrition Department, Hospital Universitari Mútua de Terrassa, Terrassa 08221, Spain
| | - Verónica Perea
- Endocrinology and Nutrition Department, Hospital Universitari Mútua de Terrassa, Terrassa 08221, Spain
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