| Literature DB >> 31014330 |
Shreenidhi M Venuraju1,2,3, Avijit Lahiri4,5,6,7, Anand Jeevarethinam1,2,8, Mark Cohen9, Daniel Darko10, Devaki Nair11, Miranda Rosenthal11, Roby D Rakhit1,12.
Abstract
BACKGROUND: Evidence from imaging studies suggests a high prevalence of coronary artery disease (CAD) in patients with type 2 diabetes mellitus (T2DM). However, there are no criteria for initiating screening for CAD in this population. The current study investigated whether clinical and demographic characteristics can be used to predict significant CAD in patients with T2DM.Entities:
Keywords: Atherosclerosis; Computed tomography coronary angiography; Coronary artery calcium; Risk stratification; Silent coronary artery disease; Type 2 diabetes mellitus
Mesh:
Substances:
Year: 2019 PMID: 31014330 PMCID: PMC6480794 DOI: 10.1186/s12933-019-0855-8
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Baseline characteristics of the PROCEED study population
| Overall population, (n = 259) | Subgroup with CTCA data, (n = 238) | |
|---|---|---|
| Age, mean years (SD) | 62.0 (8.5) | 61.6 (8.6) |
| Sex, male (%) | 151 (59) | 133 (56) |
| BMI, median kg/m2 (IQR) | 28.4 (25.3, 32.5) | 28.6 (25.5, 32.6) |
| Ethnicity, n (%) | ||
| African | 34 (13) | 33 (14) |
| South Asian | 142 (56) | 127 (54) |
| Caucasian | 79 (31) | 75 (32) |
| Duration of diabetes, median years (IQR) | 13 (8, 19) | 13 (8, 19) |
| Microvascular disease, n (%) | 123 (48) | 114 (48) |
| Retinopathy, n (%) | 99 (38) | 90 (38) |
| Hyperlipidaemia, n (%) | 203 (78) | 187 (79) |
| Hypertension, n (%) | 192 (74) | 176 (74) |
| Smoking, n (%) | 20 (8) | 19 (8) |
| Statin use, n (%) | 188 (73) | 173 (73) |
| Family history of premature ischaemic heart disease, n (%) | 51 (20) | 45 (19) |
| SBP, mm Hg (SD) | 137.3 (15.8) | 137.1 (15.7) |
| HbA1c, median mmol/mol (IQR) | 63.0 (51.9, 77.0) | 64.0 (51.9, 77.0) |
| eGFR, mean mL/min/1.73 m2 (SD) | 80.9 ± 18.4 | 80.9 ± 18.8 |
| CAC (AU), median (IQR) | 109 (1, 322) | 82 (0, 266) |
| Total cholesterol, mean mmol/L (SD) | 4.05 (0.92) | 4.08 (0.93) |
| LDL-C, mean mmol/L (SD) | 2.10 (0.88) | 2.12 (0.89) |
| HDL-C, mean mmol/L (SD) | 1.29 (0.39) | 1.29 (0.39) |
| Triglycerides, median mmol/L (IQR) | 1.4 (0.9, 1.9) | 1.4 (1.0, 1.9) |
| Total cholesterol:HDL-C ratio, mean (SD) | 3.41 (1.2) | 2.41 (1.2) |
| Medications for diabetes, n (%) | ||
| Metformin | 232 (90) | 214 (90) |
| Sulphonylureas | 87 (34) | 78 (33) |
| Thiazolidinediones | 21 (8) | 18 (8) |
| GLP-1 agonists | 36 (14) | 34 (14) |
| DPP-4 Inhibitors | 50 (19) | 47 (20) |
| Insulin | 139 (54) | 132 (55) |
| ACEi/ARB | 163 (63) | 149 (62) |
ACEi, angiotensin-converting enzyme inhibitor; ARB, angiotensin receptor blocker; AU, Agatston Units; BMI, body mass index; CAC, coronary artery calcium; CAD, coronary artery disease; eGFR, estimated glomerular filtration rate; HbA1c, glycated haemoglobin; HDL-C, high-density lipoprotein cholesterol; IQR, interquartile range; LDL-C, low-density lipoprotein cholesterol; SD standard deviation
Predictors of a clinically relevant CAD identified using logistical regression analysis
| Univariate predictors | Univariate analysis | Multivariate analysis | ||
|---|---|---|---|---|
| OR (95% CI) | p value | OR (95% CI) | p value | |
| Age (per 10 years) | 1.39 (1.02–1.91) |
| 0.99 (0.96–1.04) | 0.99 |
| Male sex | 1.85 (1.08–3.16) |
| 2.09 (1.07–4.08) |
|
| BMI (per 5 kg/m2) | 0.77 (0.62–0.96) |
| 0.95 (0.90–1.00) | 0.054 |
| Waist-to-hip ratio (per unit increase) | 1.13 (0.80–1.59) | 0.49 | ||
| Ethnicity |
|
| ||
| South Asian | 1 | 1 | ||
| Caucasian | 0.51 (0.28–0.93) | 0.43 (0.21–0.89) | ||
| African | 0.35 (0.15–0.83) | 0.18 (0.06–0.51) | ||
| Duration of T2DM (per 5 years) | 1.38 (1.15–1.63) | < | 1.59 (1.27–1.98) | < |
| Microvascular disease (Yes/no) | 1.87 (1.10–3.16) |
| 0.71 (0.33–1.5) | 0.36 |
| Retinopathy (Yes/no) | 1.62 (0.95– 2.76) | 0.08 | ||
| Hyperlipidaemia (Yes/no) | 1.26 (0.66– 2.39) | 0.49 | ||
| Hypertension (Yes/no) | 3.63 (1.81–7.29) | < | 0.68 (0.28–1.64) | 0.39 |
| Current smoker (Yes/no) | 1.12 (0.43– 2.91) | 0.80 | ||
| Statin use (Yes/no) | 1.06 (0.59– 1.91) | 0.84 | ||
| Family history of premature ischaemic heart disease (Yes/no) | 0.89 (0.46– 1.75) | 0.74 | ||
| SBP (per 10 mm Hg) | 1.43 (1.19–1.72) | < | 1.37 (1.09–1.72) |
|
| HbA1c (per 10 mmol/mol) | 1.10 (0.94–1.27) | 0.24 | ||
| eGFR (per 10 mL/min/1.73 m2) | 0.89 (0.77– 1.03) | 0.12 | ||
| CAC score (per log10 AU) | 3.79 (2.60–5.53) | < | ||
| Total cholesterol (per mmol/L) | 1.21 (0.92– 1.60) | 0.18 | ||
| LDL-C (per mmol/L) | 1.27 (0.94– 1.70) | 0.12 | ||
| HDL-C (per mmol/L) | 0.40 (0.19–0.83) |
| 0.95 (0.29–3.13) | 0.93 |
| Triglycerides (per mmol/L) | 1.15 (0.90– 1.48) | 0.27 | ||
| Total cholesterol:HDL-C ratio (per unit) | 1.41 (1.12–1.77) |
| 1.84 (1.37–2.46) | < |
| Antidiabetic medication (Yes/no) | ||||
| Metformin | 1.24 (0.54– 2.86) | 0.61 | 9.93 (1.91–51.62) |
|
| Sulphonylurea | 0.83 (0.48–1.44) | 0.51 | ||
| Thiazolidinedione | 5.7 (1.28–25.42) |
| ||
| GLP-1 agonist | 1.42 (0.66–3.07) | 0.37 | ||
| DPP-4 inhibitor | 1.49 (0.76–2.93) | 0.25 | ||
| Insulin | 1.16 (0.69–1.96) | 0.58 | ||
| ACEis/ARBs (Yes/no) | 0.53 (0.30–0.91) |
| 1.80 (0.93–3.50) | 0.08 |
CAD is defined as ≥ 1 coronary plaque causing > 50% luminal diameter stenosis
Italics indicate a statistically significant association between the predictor variable and clinically relevant CAD
ACEi, angiotensin-converting enzyme inhibitor; ARB, angiotensin receptor blocker; AU, Agatston Units; BMI, body mass index; CAC, coronary artery calcium; CAD, coronary artery disease; CI, confidence interval; DPP-4, dipeptidyl peptidase-4; GLP-1 glucagon-like peptide-1; HDL-C, high-density lipoprotein cholesterol; LDL-C low-density lipoprotein cholesterol; OR, odds ratio; SBP, systolic blood pressure; T2DM, type 2 diabetes mellitus
Sensitivity and specificity for various significant predictor variables identified using the ROC coordinates
| Variable cut-offs | Sensitivity, % | Specificity, % |
|---|---|---|
| Duration of T2DM—10.5 years | 75.3 | 48.2 |
| Duration of T2DM—12.5 years | 71.0 | 56.1 |
| SBP—131 mm Hg | 75.3 | 50.4 |
| SBP—139 mm Hg | 59.1 | 59.0 |
ROC, receiver–operator curve; SBP, systolic blood pressure; T2DM, type 2 diabetes mellitus
Factors associated with adverse CV events in a univariate Cox regression analysis
| Variable | Hazard ratio (95% CI) | p value |
|---|---|---|
| Age (per 10 years) | 2.45 (1.37–4.37) |
|
| Male sex | 3.50 (1.01–12.1) | 0.05 |
| BMI (per 5 kg/m2) | 0.83 (0.55–1.27) | 0.40 |
| Waist-to-hip ratio (per unit increase) | 2.04 (1.06–3.92) |
|
| Ethnicity | 0.31 | |
| South Asian | 1 | |
| Caucasian | 1.64 (0.63–4.26) | |
| African | 0.45 (0.06–3.52) | |
| Duration of T2DM (per 5 years) | 1.36 (1.05–1.75) |
|
| Microvascular disease (Yes/no) | 1.14 (0.45–2.88) | 0.78 |
| Retinopathy (Yes/no) | 0.84 (0.32–2.25) | 0.74 |
| Hyperlipidaemia (Yes/no) | 0.53 (0.20–1.40) | 0.20 |
| Hypertension (Yes/no) | 1.21 (0.40–3.66) | 0.74 |
| Current smoker (Yes/no) | 0.67 (0.09–5.03) | 0.70 |
| Statin use (Yes/no) | 0.57 (0.23–1.48) | 0.25 |
| Family history of premature ischaemic heart disease (Yes/no) | 0.75 (0.22–2.59) | 0.65 |
| SBP (per 10 mm Hg) | 1.43 (1.11–1.84) |
|
| HbA1c (per 10 mmol/mol) | 1.10 (0.86–1.41) | 0.44 |
| eGFR (per 10 mL/min/1.73 m2) | 0.82 (0.63–1.08) | 0.17 |
| CAC score(per log10 AU) | 3.17 (1.60–6.29) |
|
| Total cholesterol (per 10 mmol/L) | 0.90 (0.53–1.51) | 0.69 |
| LDL-C (per 10 mmol/L) | 1.06 (0.63–1.81) | 0.82 |
| HDL-C (per 10 mmol/L) | 0.47 (0.12–1.77) | 0.26 |
| Triglycerides (per 10 mmol/L) | 1.03 (0.69–1.54) | 0.89 |
| Total cholesterol: HDL-C ratio | 1.33 (0.91–1.95) | 0.13 |
| Antidiabetic medication | ||
| Metformin | 0.76 (0.09–5.88) | 0.76 |
| Sulphonylurea | 0.96 (0.29–3.18) | 0.94 |
| Thiazolidinedione | 22.74 (0.002–245,100) | 0.51 |
| GLP-1 agonists | 1.835 (0.24–14.21) | 0.56 |
| DPP-4 inhibitors | 2.67 (0.35–20.71) | 0.35 |
| Insulin | 1.30 (0.50–3.36) | 0.58 |
| ACEis/ARB (Yes/no) | 0.6 (0.19–1.86) | 0.38 |
| Plaque variablesa | ||
| Number of plaques | 1.28 (1.13–1.45) | < |
| Presence of 50% plaque | 8.09 (1.80–36.91) |
|
| Number of 50% plaques | 1.32 (1.18–1.46) | < |
Italics indicate a statistically significant association between the predictor variable and adverse CV events
ACEi, angiotensin-converting enzyme inhibitor; ARB, angiotensin receptor blocker; AU, Agatston Units; BMI, body mass index; CAC, coronary artery calcium; CI, confidence interval; CV, cardiovascular; DPP-4, dipeptidyl peptidase-4; GLP-1 glucagon-like peptide-1; HDL-C, high-density lipoprotein cholesterol; LDL-C low-density lipoprotein cholesterol; SBP, systolic blood pressure; T2DM, type 2 diabetes mellitus
aAnalysis excludes the 20 patients with CAC score > 1000 who did not undergo CTCA
Factors associated with adverse CV eventsin a multivariate Cox regression analysis
| Model |
| Variable | Hazard ratio (95% CI) | p value |
|---|---|---|---|---|
| 1a | 250 | Duration of T2DM (per 5 years) | 1.35 (1.05–1.74) |
|
| CAC score (per log10 AU) | 2.32 (1.12–4.81) |
| ||
| 2b | 234 | Number of 50% plaquesc | 1.17 (1.01–1.36) |
|
| Number of plaquesc | 1.19 (1.03–1.37) |
| ||
| SBP (per 10 mm Hg) | 1.04 (1.0–1.08) | 0.05 |
Italics indicate a statistically significant association between the predictor variable and adverse CV events
AU, Agatston units; CAC, coronary artery calcium; CI, confidence interval; CV, cardiovascular; SBP, systolic blood pressure; T2DM, type 2 diabetes mellitus
aPatients with CAC score data who were available for safety follow-up
bPatients with CTCA data who were available for safety follow-up
cAnalysis excludes the 20 patients with CAC score > 1000 who did not undergo CTCA
Fig. 1Adverse CV events survival probability by a duration of T2DM, b SBP, and c combined score. Kaplan–Meier adverse CV event survival analysis during the follow-up period (median follow-up: 22.8 months). Cumulative score (ranging from 0 to 2) was based on duration of diabetes > 10.5 years and systolic blood pressure of 140 mm Hg. CV, cardiovascular; SBP, systolic blood pressure