| Literature DB >> 27251684 |
Manuel Ángel Gómez-Marcos1, José Ignacio Recio-Rodríguez2, María Carmen Patino-Alonso3, Cristina Agudo-Conde2, Emiliano Rodríguez-Sanchez1, Jose Angel Maderuelo-Fernandez2, Leticia Gómez-Sánchez4, Marta Gomez-Sanchez4, Luís García-Ortiz5.
Abstract
OBJECTIVES: We prospectively examined the impact of type 2 diabetes compared with metabolic syndrome (MetS) on the development of vascular disease over 4 years as determined by anatomic and functional markers of vascular disease. By comparing the vascular outcomes of the 2 disorders, we seek to determine the independent effect of elevated glucose levels on vascular disease.Entities:
Keywords: Arterial stiffness; Drug treatment; Metabolic syndrome; Target organ damage; Type 2 diabetes mellitus
Mesh:
Substances:
Year: 2016 PMID: 27251684 PMCID: PMC4893862 DOI: 10.1136/bmjopen-2015-010400
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Figure 1Study flow chart. The participants were analysed each year for cardiovascular events in each group. We include the evolution of patients with MetS to type 2 diabetes. CV, cerebrovascular; MetS, metabolic syndrome; DM, type 2 diabetes.
Changes in cardiovascular risk factors and medications used in patients with diabetes mellitus and metabolic syndrome
| Patients with type 2 diabetes mellitus | 1st year (n=68) | 2nd year (n=67) | 3rd year (n=67) | 4th year (n=67) | p Value |
|---|---|---|---|---|---|
| Smokers, n (%) | 16 (23.5) | 16 (25.0) | 15 (22.4) | 15(22.4) | 0.733 |
| Ischaemic heart disease, n (%) | 8 (11.8) | 8 (12.5) | 9 (13.4) | 9 (13.4) | 0.392 |
| Cerebrovascular disease, n (%) | 2 (2.9) | 2 (2.5) | 2 (3.0) | 2 (3.0) | 1.000 |
| BMI (kg/m2) | 30.1±5.0 | 29.7±5.3 | 29.8±5.4 | 29.8±5.4 | 0.243 |
| Waist circumference (cm) | 102.9±12.7 | 101.6±13.7 | 102.1±13.6 | 102.5±13.1 | 0.453 |
| Total cholesterol (mg/dL) | 187.5±34.0 | 185.8±37.1 | 182.4±26.5 | 176.94±31.1 | 0.065 |
| Triglycerides (mg/dL) | 143.9±68.3 | 141.6±76.0 | 142.9±75.4 | 139.1±70.8 | 0.913 |
| LDL cholesterol (mg/dL) | 108.6±28.5 | 108.0±28.9 | 102.3±25.6 | 100.7±28.0 | 0.089 |
| HDL cholesterol (mg/dL)§ | 48.6±11.7 | 48.5±12.1 | 51.6±13.8 | 50.5±12.4 | 0.035 |
| Serum glucose (mg/dL) | 126.7±35.3 | 132.5±45.8 | 129.1±44.6 | 127.4±35.7 | 0.538 |
| HbA1c (%) | 6.96±1.17 | 7.0±1.32 | 7.0±1.06 | 6.9±1.08 | 0.433 |
| HbA1c (mmol/mol) | 51±12.78 | 53±14.52 | 53±11.56 | 52±11.83 | 0.448 |
| HOMA-IR | 3.29±2.73 | 3.30±3.80 | 2.61±4.42 | 3.12±2.51 | 0.062 |
| hs-c-reactive protein (mg/dL) | 0.34±0.51 | 0.31±0.42 | 0.31±0.52 | 0.33±0.69 | 0.465 |
| Fibrinogen (mg/dL) | 337.2±61.2 | 365.8±93.2 | 350.9±73.5 | 339.9±74.7 | 0.064 |
| Office SBP (mm Hg) | 136.1±19.1 | 132.49±18.8 | 134.8±18.1 | 133.4±18.2 | 0.536 |
| Office DBP (mm Hg)*,‡,||,§ | 82.6±11.6 | 78.9±9.8 | 79.2±9.1 | 75.3±10.3 | <0.01 |
| Mean antihypertensive drugs† | 1.51±1.16 | 1.60±1.21 | 1.84±1.27 | 1.75±1.31 | 0.012 |
| Antihypertensive drugs, n (%) | 51 (76.1) | 51 (76.1) | 55 (82.1) | 52 (77.6) | 0.187 |
| Mean lipid-lowering drugs | 0.70±0.55 | 0.70±0.55 | 0.79±0.57 | 0.81±0.56 | 0.037 |
| Lipid-lowering drugs, n (%) | 44 (65.7) | 44 (65.7) | 48 (71.6) | 49 (73.1) | 0.274 |
| Mean antidiabetic drugs†,§ | 1.36±0.73 | 1.34±0.75 | 1.55±0.8 | 1.42±0.76 | 0.018 |
| Antidiabetic drugs, n (%) | 62 (92.5) | 61 (91.0) | 64 (95.5) | 63 (94.0) | 0.463 |
| Patients with metabolic syndrome | 1st year (n=44) | 2nd year (n=43) | 3rd year (n=43) | 4th year (n=43) | p Value |
| Smokers, n (%) | 9 (20.5) | 9 (20.9) | 4 (9.3) | 4 (9.3) | 0.007 |
| Ischaemic heart disease, n (%) | 2 (4.5) | 2 (4.7) | 2 (4.7) | 2 (4.7) | 1.000 |
| Cerebrovascular disease, n (%) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 1 (2.3) | 0.392 |
| BMI (kg/m2) | 31.1±3.5 | 30.8±4.1 | 31.1±4.1 | 30.6±3.6 | 0.183 |
| Waist circumference (cm) | 104.8±9.8 | 104.8±9.0 | 105.7±9.6 | 103.6±9.7 | 0.059 |
| Total cholesterol (mg/dL)‡ | 219.0±44.2 | 208.5±41.3 | 206.0±38.0 | 198.4±28.8 | 0.012 |
| Triglycerides(mg/dL) | 167.7±53.1 | 151.0±83.7 | 155.5±106.1 | 149.9±147.8 | 0.761 |
| LDL cholesterol (mg/dL)‡ | 140.3±39.7 | 130.6±35.9 | 126.0±34.8 | 123.1±27.3 | 0.017 |
| HDL cholesterol (mg/dL)†,‡,§ | 45.2±11.0 | 47.4±11.4 | 50.1±11.7 | 49.7±10.8 | <0.01 |
| Serum glucose (mg/dL) | 92.67±11.8 | 88.9±12.5 | 90.7±14.3 | 89.6±12.9 | 0.190 |
| HbA1c (%) | 5.6±0.67 | 5.8±0.32 | 5.8±0.32 | 5.7±0.42 | 0.169 |
| HbA1c (mmol/mol) | 37±7.30 | 38±3.46 | 39±3.52 | 39±4.63 | 0.130 |
| HOMA-IR* | 2.98±1.82 | 2.22±1.30 | 2.21±1.37 | 2.51±1.64 | 0.007 |
| hs-c-reactive protein (mg/dL) | 0.26±0.21 | 0.27±0.25 | 0.39±0.42 | 0.22±0.19 | 0.107 |
| Fibrinogen (mg/dL)† | 327.1±59.1 | 345.2±66.6 | 368.1±74.4 | 347.7±51.9 | 0.001 |
| Office SBP (mm Hg)*,‡,¶ | 142.4±12.5 | 135.0±15.5 | 136.5±13.2 | 129.6±12.3 | <0.01 |
| Office DBP (mm Hg)‡,||,¶ | 88.6±9.6 | 84.9±10.3 | 84.9±10.9 | 79.2±8.2 | <0.01 |
| Mean antihypertensive drugs*,†,‡ | 0.77±0.10 | 1.37±1.20 | 1.42±1.22 | 1.49±0.94 | <0.01 |
| Antihypertensive drugs, n (%)*,†,‡ | 20 (46.5) | 31 (72.1) | 30 (69.8) | 36 (83.7) | <0.01 |
| Mean lipid-lowering drugs†,‡ | 0.30±0.46 | 0.44±0.55 | 0.51±0.59 | 0.51±0.55 | 0.001 |
| Lipid-lowering drugs, n (%)‡ | 13 (30.2) | 19 (44.2) | 20 (46.5) | 21 (48.8) | 0.003 |
Data for qualitative variables are expressed as n: number (%) and for quantitative variables as mean±SD.
*p<0.05 between first and second year.
†p<:0.05 between first and third year.
‡p<0.05 between first and fourth year.
§p<0.05 between second and third year.
||p<0.05 between second and fourth year.
¶p<0.05 between third and fourth year.
BMI, body mass index; DBP, diastolic blood pressure; HbA1c, glycosylated haemoglobin; HDL, high-density lipoprotein; HOMA-IR, Homeostasis Model Assessment Insulin Resistance; LDL, low-density lipoprotein; SBP, systolic blood pressure.
Changes in target organ damage and arterial stiffness in patients with type 2 diabetes mellitus and metabolic syndrome
| 1st year (n=68) | 2nd year (n=67) | 3rd year (n=67) | 4th year (n=67) | p Value | |
|---|---|---|---|---|---|
| Vascular | |||||
| Carotid IMT average (mm)‡,||,¶ | 0.76±0.12 | 0.76±0.10 | 0.76±0.13 | 0.80±0.12 | <0.01 |
| Carotid IMT average >0.90 mm, n (%) | 5 (7.6) | 4 (6.0) | 6 (9.0) | 10 (14.9) | 0.021 |
| Carotid IMT maxima average (mm)‡,||,¶ | 0.94±0.14 | 0.94±0.13 | 0.92±0.15 | 0.99±0.15 | <0.01 |
| Carotid IMT maxima average >0.90 mm, n (%) | 40 (61.5) | 36 (53.7) | 34 (50.7) | 43 (64.2) | 0.067 |
| Plaques carotid, n (%) | 16 (23.9) | 15 (22.4) | 20 (29.9) | 24 (35.8) | 0.016 |
| ABI*,†,|| | 1.11±0.13 | 1.20±0.12 | 1.18±0.13 | 1.15±0.12 | <0.01 |
| PWV (m/s) | 9.59±2.32 | 9.78±2.50 | 9.84±2.47 | 10.22±2.81 | 0.219 |
| CAIx | 30.44±9.33 | 28.24±11.56 | 2416±13.74 | 27.27±12.38 | 0.151 |
| PAIx | 96.05±21.00 | 82.59±19.44 | 94.94±23.94 | 93.58±28.98 | 0.744 |
| Renal | |||||
| Serum creatinine (mg/dL) | 0.86±0.17 | 0.86±0.21 | 0.83±0.20 | 0.87±0.23 | 0.092 |
| eGFR (mL/min/1.73 m2) | 90.50±18.15 | 92.01±20.70 | 94.69±20.48 | 89.64±21.20 | 0.081 |
| Albumin/creatinine ratio (mg/g) | 35.26±83.19 | 33.51±74.36 | 37.62±115.57 | 50.95±159.81 | 0.246 |
| Heart | |||||
| Cornell VDP (mm/ms) | 1648.15±659.62 | 1584.79±522.69 | 1658.15±665.41 | 1657.46±722.40 | 0.822 |
| Sokolow (mm/ms)§ | 19.28±6.08 | 18.56±6.09 | 20.39±6.24 | 19.150±6.39 | 0.008 |
| Vascular | |||||
| Carotid IMT average (mm) | 0.75±0.12 | 0.76±0.12 | 0.73±0.10 | 0.74±0.11 | 0.177 |
| Carotid IMT average >0.90 mm, n (%)†,§ | 4 (9.5) | 4 (9.3) | 2 (4.7) | 3 (7.0) | 0.300 |
| Carotid IMT maxima average (mm) | 0.93±0.15 | 0.93±0.15 | 0.89±0.12 | 0.92±0.15 | 0.109 |
| Carotid IMT maxima average >0.90 mm, n (%) | 23 (53.5) | 23 (53.5) | 15 (34.9) | 19 (44.2) | 0.019 |
| Plaques carotid, n (%) | 3 (7.0) | 3 (7.0) | 5 (11.6) | 8 (18.6) | 0.014 |
| ABI† | 1.12±0.12 | 1.17±0.09 | 1.20±0.11 | 1.17±0.08 | 0.006 |
| PWV (m/s) | 9.29±2.70 | 8.57±2.22 | 8.90±2.08 | 8.61±2.02 | 0.068 |
| CAIx | 28.65±11.00 | 25.98±10.54 | 26.12±11.36 | 26.81±14.51 | 0.290 |
| PAIx | 94.55±29.51 | 90.56±20.60 | 91.08±25.95 | 89.90±22.51 | 0.453 |
| Renal | |||||
| Serum creatinine (mg/dL) | 0.89±0.16 | 0.90±0.19 | 0.87±0.18 | 0.87±0.16 | 0.164 |
| eGFR (mL/min/1.73 m2)§,|| | 87.64±14.05 | 87.33±18.75 | 91.24±18.17 | 90.29±17.75 | 0.252 |
| Albumin/creatinine ratio (mg/g) | 15.81±38.23 | 28.33±133.22 | 4.68±10.15 | 4.08±7.23 | 0.297 |
| Heart | |||||
| Cornell VDP (mm/ms)* | 1477.67±459.16 | 1661.89±536.98 | 1616.19±539.66 | 1521.41±500.32 | 0.004 |
| Sokolow (mm/ms)§,|| | 20.82±5.83 | 19.54±5.54 | 21.94±6.19 | 21.37±6.13 | <0.01 |
Data for qualitative variables are expressed as n: number and (%) and quantitative variables as mean±SD.
*p<0.05 between first and second year. †p<:0.05 between first and third year. ‡p<0.05 between first and fourth year.
§p<0.05 between second and third year. ||p<0.05 between second and fourth year.
¶p<0.05 between third and fourth year.
ABI, ankle brachial index; CAIx, central augmentation index; Cornell VDP, Cornell voltage duration product; eGFR, estimated glomerular filtration rate; IMT, intima media thickness carotid; PAIx, peripheral augmentation index; PWV, pulse wave velocity.
Figure 2Changes between the 4 years of follow-up in TOD. (A) TOD in type 2 diabetes. (B) TOD in metabolic syndrome. In type 2 diabetes: p<0.01 in TOD overall, TOD vascular, carotid and cf-PWV. IMT, intima media thickness; cf-PWV, carotid femoral pulse wave velocity; ABI, ankle brachial index; GFR, glomerular filtration rate; ACR, albumin creatinine ratio; TOD, target organ damage.
Figure 3Estimated unadjusted means (A and C), and adjusted by age, gender, atherogenic index and office blood pressure (B and D) of IMT and PWV in patients with type 2 diabetes and metabolic syndrome. IMT, intima media thickness; PWV, pulse wave velocity.