| Literature DB >> 32948184 |
Olivier Bourron1,2,3,4,5, Franck Phan6,7,8,9, Mamadou Hassimiou Diallo10, David Hajage11, Carole-Elodie Aubert7, Aurélie Carlier6,7,8, Joe-Elie Salem6,12,13,8, Christian Funck-Brentano6,12,13,8, Salim Kemel6,14,15, Philippe Cluzel6,8,14,15, Alban Redheuil6,8,14,15, Jean-Michel Davaine6, Ziad Massy16, Romuald Mentaverri17, Dominique Bonnefont-Rousselot18,19, Philippe Gillery20,21, Stéphane Jaisson20,21, Cees Vermeer22, Jean-Marc Lacorte6,23,24, Nesrine Bouziri25, Suzanne Laroche6,7,8, Chloé Amouyal6,7,8, Agnes Hartemann6,7,8,9.
Abstract
BACKGROUND: Lower limb arterial calcification is a frequent, underestimated but serious complication of diabetes. The DIACART study is a prospective cohort study designed to evaluate the determinants of the progression of lower limb arterial calcification in 198 patients with type 2 diabetes.Entities:
Keywords: Arterial calcification; Biomarkers; Calcium score; Mediacalcosis; Peripheral artery disease; Type 2 diabetes
Year: 2020 PMID: 32948184 PMCID: PMC7501627 DOI: 10.1186/s12933-020-01122-4
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Baseline characteristics of the patients (n = 163)
| Age (years) | 65 [58–70] |
| Sex male n (%) | 130 (80) |
| BMI (kg/m2) | 28.39 [25.44;31.77] |
| Waist circumference (cm) | 101 [93;110] |
| Smoking habit (active or past) n (%) | 97(60) |
| Diabetes duration (years) | 12 [6–20] |
| Glycemia (mmol/l) | 7.7 [6.2;9.25] |
| HbA1c % (mmol/mol) | 7.4 [6.9;8.25] (57 [52;67]) |
| Ischemic cardiomyopathy n (%) | 117 (69) |
| Calcification score | 526.73 [55.25–2253.41] |
| NDS ≥ 6 n (%) | 25 (15) |
| Laserised retinopathy n (%) | 26 (16) |
| eGFR MDRD (ml/min) | 77 [63.5;89] |
| Microalbuminuria (mg/l) | 20 [8.55;66.95] |
| urinary albumin-creatinine ratio > 3 mg/mmol n (%) | 53 (33) |
| Hypertension n (%) | 131 (80) |
| Triglycerides (mmol/l) | 1.25 [0.91;2] |
| Total Cholesterol (mmol/l) | 3.52 [2.7;4.31] |
| HDL Cholesterol (mmol/l) | 1.06 [0.88;1.27] |
| LDL Cholesterol (mmol/l) | 1.84 [1.46;2.35] |
| SBP (mmHg) | 124 [115;135] |
| DBP (mmHg) | 72 [67;78] |
| hsCRP (mg/l) | 1.20 [0.5;2.6] |
| IL-6 (pg/ml) | 2.80 [2.1;4] |
| Adiponectine | 3.50 [2.7;5.05] |
| TyG index | 8.99 [8.53;9.49] |
| IGF-1 (ng/ml) | 139 [105;170] |
| Standardized IGF-1 (ng/ml) | − 0.12 (− 1.21 to 0.8) |
| MG‐H1 (µmol/g prot) | 2.79 [2.48;3.06] |
| Pentosidine (nmol/g prot) | 1.10 [0.84;1.42] |
| Carboxyméthyllysine (µmol/g prot) | 0.14 [0.13;0.16] |
| sRAGE (pg/ml) | 828.77 [582.61;1181.96] |
| Corrected calcium (mmol/l) | 2.31 [2.24;2.38] |
| Phosphorus (mmol/l) | 1.01 [0.91;1.13] |
| iPTH (pg/ml) | 47.05 [36.75;64.97] |
| sRankl (pmol/l) | 8.06 [2.59;16.8] |
| OPG (pmol/l) | 6.06 [5.26;7.13] |
| OPG/RANKL | 0.73 [0.33–2.25] |
| Fetuin A (g/l) | 0.65 [0.51;1.13] |
| FGF-23 (UI/ml) | 20.87 [11.65;34.07] |
| t-ucMGP | 4733 [3680–5490] |
| Dp-ucMGP | 561 [339–761] |
| Insulin use n (%) | 75 (46) |
| Metformin use n (%) | 130 (80) |
| Sulfonylurea use n (%) | 71 (43) |
| Statin use n (%) | 146 (90) |
| Antiplatelet use n (%) | 136 (83) |
| ARB and ACE inhibitors use n (%) | 128 (79) |
| Beta-blocker use n (%) | 102 (63) |
Data are given as median (and quartiles Q1–Q3) or as the number (and percentage) for binary variables
ARB angiotensin receptor blockers, ACE angiotensin converting enzyme, BMI body mass index, CVD cardiovascular disease, DBP diastolic blood pressure, FGF-23 fibroblast growth factor 23, eGFR MDRD estimated glomerular filtration rate calculated with the modification of diet in renal disease formula, HbA1c haemoglobin A1C, HDL high density lipoprotein, hsCRP high sensitivity C-reactive protein, IGF-1 insulin growth factor-1, IL-6 interleukin 6, iPTH intact parathyroid hormone, LDL low density lipoprotein, MG‐H1 Methylglyoxal-derived hydroimidazolone1, dp-ucMGP desphospho-uncarboxylated matrix gla protein, t-ucMGP Total uncarboxylated matrix gla protein, NDS neuropathy disability score, OPG osteoprotegerin, SBP systolic blood pressure, sRAGE soluble form of receptor for advanced glycation end products, sRANKL soluble form of Receptor Activator of Nuclear factor kB Ligand, TyG triglyceride glucose index
Calcium score at baseline and at the end of the follow-up in all the population and according to circulating RANKL quartiles (n = 163)
| All | sRANKL quartiles | ||||
|---|---|---|---|---|---|
| < Q1 | [Q1–Q2] | [Q2–Q3] | > Q3 | ||
| Calcium score at baseline | 527 [55–2253] | 1200 [152–2311] | 535 [66–1339] | 384 [237–3175] | 815 [55–4488] |
| Calcium score at the end of follow-up | 1355 [167–4235] | 2204 [410–4084] | 1355 [133-3393] | 1234 [404–5701] | 1840 [153-7265] |
Data are given as median (and quartiles Q1–Q3). sRANKL soluble form of Receptor Activator of Nuclear factor kB Ligand
Univariate linear regression analysis: variables associated with calcification score at the end of follow-up (n = 163 patients; mean follow-up duration = 31.20 ± 3.86 months)
| β coefficient [slope] | IC 95 | p value | |
|---|---|---|---|
| Log(calcium score at baseline) | 0.88 | [0.81;0.95] | |
| Follow-up duration | − 0.07 | [− 0.27;0.13] | 0.49 |
| Age | 0.15 | [0.06;0.25] | |
| Sex (male) | 3.51 | [1.64–5.38] | |
| Smoking habits (never) | − 1.69 | [− 3.27 to − 0.12] | |
| Hypertension (absence) | − 0.75 | [− 2.72 to 1.22] | 0.45 |
| BMI | − 0.05 | [− 0.2 to 0.09] | 0.48 |
| Waist circumference | 0 | [− 0.02 to0.03] | 0.75 |
| HbA1c | 0.05 | [− 0.53 to 0.62] | 0.87 |
| Diabetes duration | 0.07 | [− 0.01;0.14] | 0.09 |
| NDS ≥ 6 | 0.15 | [− 0.86 to 1.17] | 0.76 |
| Ischemic cardiomyopathy | 3.73 | [2.15–5.32] | |
| eGFR MDRD | − 0.06 | [− 0.01; − 0.02] | |
| hsCRP | − 0.16 | [− 0.47 to 0.16] | 0.32 |
| Log IL-6 | 1.05 | [− 0.22 to 2.32] | 0.10 |
| Triglycerides | 0.43 | [− 0.3 to 1.16] | 0.25 |
| Cholesterol total | − 0.51 | [− 1.39 to 0.37] | 0.25 |
| HDL | − 2.01 | [− 4.27 to 0.25] | 0.08 |
| LDL | 0.56 | [− 1.6 to 0.48] | 0.29 |
| Log(sRANKL) | 0.04 | [− 0.39 to 0.46] | 0.86 |
| Log(OPG) | 1.84 | [− 1.14 to 4.83] | 0.22 |
| Log(OPG/sRANKL) | 0 | [− 0.41 to 0.41] | 0.99 |
| iPTH | 0.04 | [0.01–0.07] | |
| Log (Corrected calcium) | − 9.99 | [− 26 to 6.02] | 0.22 |
| Log(t-ucMGP) | − 2.74 | [− 4.85 to − 0.64] | |
| Log(dp-ucMGP) | 1.61 | [0.53–2.7] | |
| Log(FGF-23) | 0.56 | [− 0.03 to 1.16] | 0.06 |
| Log(Fetuine A) | − 1.82 | [− 3.36 to − 0.29] | |
| Log(Pentosidine) | 2.16 | [0.35-3.96] | |
| Log(Carboxymethylysine) | 1.30 | [− 2.67 to 5.27] | 0.52 |
| Log(MG-H1) | − 3.15 | [− 5.79 to − 0.51] | |
| Log(sRAGE) | 0.69 | [− 0.79 to 2.16] | 0.36 |
| Log(IGF-1) | − 2.06 | [− 4.15 to 0.02] | 0.05 |
| Standardized IGF-1 | − 0.24 | [− 0.75 to 0.27] | 0.36 |
| Log adiponectin | 1.59 | [0.12–3.06] | 0.03 |
| TyG INDEX | 0.02 | [− 0.02 to 0.06] | 0.25 |
| Statin use | 1.62 | [− 0.93;4.17] | 0.21 |
BMI body mass index, DBP diastolic blood pressure, FGF-23 fibroblast growth factor 23, eGFR MDRD estimated glomerular filtration rate calculated with the modification of diet in renal disease formula, HbA1c haemoglobin A1C, hsCRP high sensitivity C-reactive protein, IGF-1 insulin growth factor-1, IL-6 interleukin 6, iPTH intact parathyroid hormone, MG‐H1 Methylglyoxal-derived hydroimidazolone1, dp-ucMGP desphospho-uncarboxylated matrix gla protein, t-ucMGP Total uncarboxylated matrix gla protein, NDS neuropathy disability score, OPG osteoprotegerin, sRAGE soluble form of receptor for advanced glycation end products, sRANKL soluble form of Receptor Activator of Nuclear factor kB Ligand, TyG triglyceride glucose index
p-values indicating significance are shown in italics type
Final multivariate linear regression model: variables independently associated with the progression of calcification score during follow-up (n = 163 patients; mean follow up duration = 31.2 ± 3.86 months)
| β | IC95 | p value | |
|---|---|---|---|
| Log(calcium score at baseline) | 1.02 | [1–1.04] | |
| Follow-up duration | 0.04 | [0.01; 0.06] | |
| Ischemic cardiomyopathy | 0.36 | [0.15; 0.57] | |
| Log(sRANKL) | 0.07 | [0.02; 0.11] | |
| Log(OPG/sRANKL) | − 0.06 | [− 0.12–0] | |
| Triglycerides | 0.11 | [0.03; 0.2] | |
| Statin use | 0.39 | [0.06; 0.72] |
OPG osteoprotegerin, sRANKL soluble form of Receptor Activator of Nuclear factor kB Ligand
p-values indicating significance are shown in italics type