| Literature DB >> 26156098 |
Inge J van den Hoogen1, Michiel A de Graaf2,3, Cornelis J Roos1,4, Aukelien C Leen1, Aan V Kharagjitsingh5, Ron Wolterbeek6, Lucia J Kroft7, J Wouter Jukema1,4, Jeroen J Bax1, Arthur J Scholte8.
Abstract
AIMS: Diabetic patients with coronary artery disease (CAD) are often free of chest pain syndrome. A useful modality for non-invasive assessment of CAD is coronary computed tomography angiography (CTA). However, the prognostic value of CAD on coronary CTA in diabetic patients without chest pain syndrome is relatively unknown. Therefore, the aim was to investigate the long-term prognostic value of coronary CTA in a large population diabetic patients without chest pain syndrome.Entities:
Keywords: Computed tomography (CT); atherosclerosis; diabetes; diagnostic and prognostic application
Mesh:
Year: 2015 PMID: 26156098 PMCID: PMC4720705 DOI: 10.1007/s12350-015-0213-5
Source DB: PubMed Journal: J Nucl Cardiol ISSN: 1071-3581 Impact factor: 5.952
Figure 1Flowchart of the study population
Baseline characteristics stratified according to coronary CTA results and events
| Baseline | Total | Obstructive CAD (≥50%) | Events | ||||
|---|---|---|---|---|---|---|---|
| Yes | No |
| Yes | No |
| ||
| Age (years) | 54 ± 11 | 60 ± 9 | 50 ± 11 |
| 59 ± 10 | 53 ± 11 |
|
| Male n (%) | 265 (59%) | 101 (69%) | 154 (54%) |
| 47 (72%) | 218 (57%) |
|
| BMI (kg/m2) | 28.6 ± 5.7 | 28.5 ± 5.0 | 28.5 ± 6.0 | .942 | 28.7 ± 5.3 | 28.6 ± 5.8 | .912 |
| Hypertension† n (%) | 145 (33%) | 65 (44%) | 72 (26%) |
| 28 (43%) | 117 (31%) | .051 |
| Hypercholesterolemia‡ n (%) | 162 (36%) | 68 (46%) | 85 (30%) |
| 33 (51%) | 129 (34%) |
|
| Family history of CAD* n (%) | 190 (43%) | 60 (41%) | 125 (45%) | .448 | 29 (45%) | 161 (42%) | .735 |
| Smoker n (%) | 101 (23%) | 41 (28%) | 59 (21%) | .114 | 23 (35%) | 78 (21%) |
|
| DM-related risk factors | |||||||
| DM type 2 n (%) | 312 (70%) | 111 (76%) | 185 (65%) |
| 51 (79%) | 261 (68%) | .089 |
| DM duration (years) | 15 ± 13 | 18 ± 14 | 14 ± 12 |
| 17 ± 14 | 15 ± 12 | .240 |
| HbA1C | |||||||
| NGSP (%) | 7.8 ± 1.5 | 7.9 ± 1.6 | 7.7 ± 1.5 | .211 | 8.0 ± 1.7 | 7.7 ± 1.5 | .287 |
| IFCC (mmol/mol) | 62 ± 16 | 63 ± 18 | 61 ± 16 | .211 | 64 ± 19 | 61 ± 16 | .287 |
| Serum creatinine | 78 ± 19 | 82 ± 19 | 76 ± 19 |
| 83 ± 21 | 77 ± 18 |
|
| eGFR (MDRD) | 76 ± 22 | 70 ± 20 | 79 ± 22 |
| 69 ± 21 | 77 ± 22 |
|
| DM-related complications |
|
| |||||
| PVD n (%) | 20 (5%) | 12 (8%) | 7 (3%) | 7 (11%) | 13 (3%) | ||
| PNP n (%) | 97 (22%) | 41 (28%) | 50 (18%) | 20 (31%) | 77 (20%) | ||
| PVD and PNP n (%) | 26 (6%) | 14 (10%) | 12 (4%) | 6 (9%) | 20 (5%) | ||
| DM-related treatment | .578 | .083 | |||||
| Oral | 131 (29%) | 47 (32%) | 79 (28%) | 21 (32%) | 110 (29%) | ||
| Insulin | 170 (38%) | 50 (34%) | 116 (41%) | 18 (28%) | 152 (40%) | ||
| Oral and insulin | 99 (22%) | 33 (22%) | 58 (20%) | 21 (32%) | 78 (20%) | ||
| Medication | |||||||
| Aspirin n (%) | 99 (22%) | 47 (32%) | 46 (16%) |
| 27 (42%) | 72 (19%) |
|
| ACE-inhibitors n (%) | 155 (35%) | 73 (50%) | 73 (26%) |
| 34 (52%) | 121 (32%) |
|
| ARB n (%) | 36 (8%) | 10 (7%) | 25 (9%) | .464 | 6 (9%) | 30 (8%) | .715 |
| Statins n (%) | 248 (56%) | 97 (66%) | 138 (49%) |
| 45 (69%) | 203 (53%) |
|
| Beta-blockers n (%) | 41 (9%) | 20 (14%) | 19 (7%) |
| 11 (17%) | 30 (8%) |
|
| Calcium-antagonists n (%) | 14 (3%) | 9 (6%) | 5 (2%) |
| 6 (9%) | 8 (2%) |
|
| Serum markers | |||||||
| Total cholesterol (mmol/l) | 4.7 ± 1.1 | 4.6 ± 1.2 | 4.7 ± 1.0 | .183 | 4.9 ± 1.2 | 4.6 ± 1.0 | .051 |
| LDL (mmol/l) | 2.9 ± 1.0 | 2.8 ± 1.1 | 2.9 ± 1.0 | .503 | 3.0 ± 1.1 | 2.8 ± 1.0 | .176 |
| HDL (mmol/l) | 1.4 ± 0.5 | 1.4 ± 0.5 | 1.5 ± 0.5 | .062 | 1.4 ± 0.5 | 1.4 ± 0.5 | .729 |
| Cholesterol/HDL ratio | 3.6 ± 1.5 | 3.7 ± 1.4 | 3.6 ± 1.6 | .594 | 3.8 ± 1.3 | 3.6 ± 1.5 | .310 |
| Triglycerides (mmol/l) | 1.7 ± 1.2 | 1.7 ± 1.1 | 1.6 ± 1.2 | .462 | 1.8 ± 1.2 | 1.6 ± 1.1 | .262 |
Bold values are statistically significant (P < 0.05)
ACE, Angiotensin converting enzyme; ARB, angiotensin receptor blocker; BMI, body mass index; CAD, coronary artery disease; DM, diabetes mellitus; eGFR, estimated glomerular filtration rate; HDL, high density lipoprotein; IFCC, International Federation of Clinical Chemistry; LDL, low density lipoprotein; MDRD, Modification of Diet in Renal Disease; NGSP, National Glycohemoglobin Standardization Program; PNP, polyneuropathy; PVD, peripheral vessel disease
† Blood pressure ≥140/90 mmHg or treatment with antihypertensive medication; ‡ total cholesterol level >5.0 mmol/L or use of cholesterol lowering medication; * presence of coronary artery disease in first-degree family members at age <55 years in men and <65 years in women
Results of CAC-scoring and coronary CTA stratified according to events
| CAC-scoring | Total | Events | ||
|---|---|---|---|---|
| Yes | No |
| ||
| CAC-score | 355 ± 800 | 1043 ± 1449 | 239 ± 554 |
|
| CAC-risk category |
| |||
| CAC-score = 0 | 144 (35%) | 5 (9%) | 139 (40%) | |
| CAC-score = 1–99 | 106 (26%) | 7 (12%) | 99 (28%) | |
| CAC-score = 100–399 | 67 (16%) | 12 (20%) | 55 (16%) | |
| CAC-score ≥400 | 93 (23%) | 35 (59%) | 58 (17%) | |
Bold values are statistically significant (P < 0.05)
CAC, Coronary artery calcium; CAD, Coronary artery disease; CTA, Computed tomography coronary angiography
Figure 2Kaplan-Meier curves for the composite endpoint (all-cause mortality, non-fatal MI, late revascularization) according to CAC-score and coronary stenosis. (A) Event-free survival difference between patients with CAC-score = 0 and CAC-score ≥ 1. (B) event-free survival difference between patients with CAC-score = 0, CAC-score = 1-99, CAC-score = 100-399 and CAC-score ≥ 400. (C) event-free survival difference between patients with no or non-obstructive CAD (<50%) and obstructive CAD (≥50%). (D) event-free survival difference between patients with normal CTA, non-obstructive CAD (<50%), obstructive CAD (50-70%) and severe CAD (>70%)
Univariate Cox-regression analyses of baseline characteristics for the prediction of events
| Baseline | Univariate |
|
|---|---|---|
| Age | 1.06 [1.04;1.09] |
|
| Male | 1.97 [1.14;3.38] |
|
| BMI | 1.00 [0.96;1.04] | .959 |
| Hypertension | 1.79 [1.10;2.93] |
|
| Hypercholesterolemia | 2.15 [1.32;3.51] |
|
| Family history of CAD | 0.95 [0.58;1.56] | .846 |
| Smoker | 1.98 [1.19;3.30] |
|
| DM-related risk factors | ||
| DM type 2 | 1.58 [0.87;2.85] | .132 |
| DM duration | 1.00 [1.00;1.00] | .160 |
| HbA1C | 1.08 [0.92;1.27] | .326 |
| DM-related complications | ||
| PVD | 3.01 [1.37:6.60] |
|
| PNP | 1.66 [0.98;2.82] | .058 |
| PVD and PNP | 1.77 [0.76;4.10] | .184 |
| DM-related treatment | ||
| Oral | 1.13 [0.67;1.90] | .646 |
| Insulin | 0.60 [0.35;1.04] | .069 |
| Oral and insulin | 1.79 [1.06;3.01] |
|
| Medication | ||
| Aspirin | 2.78 [1.69;4.55] |
|
| ACE-inhibitors | 2.39 [1.47;3.89] |
|
| ARB | 1.03 [0.44;2.39] | .946 |
| Statins | 1.97 [1.16;3.34] |
|
| Beta-blockers | 2.29 [1.20;4.39] |
|
| Calcium-antagonists | 3.94 [1.70;9.14] |
|
| Serum markers | ||
| Total cholesterol | 1.23 [0.99;1.54] | .067 |
| LDL | 1.13 [0.89;1.43] | .317 |
| HDL | 0.92 [0.55;1.54] | .756 |
| Cholesterol/HDL ratio | 1.06 [0.93;1.22] | .364 |
| Triglycerides | 1.09 [0.91;1.31] | .364 |
Bold values are statistically significant (P < 0.05)
Abbreviations and definitions as in Table 1
Univariate Cox-regression analyses of CAC-scoring and coronary CTA for the prediction of events
| Univariate |
| |
|---|---|---|
| CAC-scoring | ||
|
| Overall |
|
| CAC-score = 0 | Ref. category | |
| CAC-score = 1–99 | 1.92 [0.61;6.05] | .265 |
| CAC-score = 100–399 | 6.11 [2.15;17.35] |
|
| CAC-score ≥ 400 | 15.79 [6.16;40.50] |
|
| Coronary CTA | ||
|
| Overall |
|
| Normal CTA | Ref. category | |
| Non-obstructive CAD (<50%) | 1.92 [0.43;8.67] | .397 |
| Obstructive CAD (50-70%) | 16.18 [3.90;67.21] |
|
| Severe CAD (>70%) | 29.03 [6.40;131.73] |
|
|
| ||
| No. of plaques | 1.09 [1.04;1.14] |
|
| No. of non-obstructive lesions | 1.02 [0.98;1.07] | .375 |
| No. of obstructive lesions | 1.40 [1.31;1.51] |
|
| No. of severe lesions | 2.42 [1.77;3.30] |
|
|
| ||
| No. of calcified lesions | 1.22 [1.14;1.30] |
|
| No. of mixed lesions | 1.24 [1.16;1.33] |
|
| No. of non-calcified lesions | 1.17 [1.04;1.31] |
|
Bold values are statistically significant (P < 0.05)
Abbreviations and definitions as in Table 2
Multivariate Cox-regression analyses of selected significant univariate variables for the prediction of events
| Variable | Model 1 | Model 2 | Model 3 | Model 4 | ||||
|---|---|---|---|---|---|---|---|---|
| Multivariate |
| Multivariate |
| Multivariate |
| Multivariate |
| |
| Age | 1.06 [1.04;1.09] |
| 1.01 [0.98;1.04] | .541 | 1.00 [0.97;1.04] | .809 | 1.03 [1.00;1.05] | .094 |
| Male | 1.80 [1.05;3.12] |
| 1.33 [0.74;2.39] | .339 | 1.00 [0.97;1.04] | .273 | 1.40 [0.79;2.46] | .246 |
| Smoker | 2.23 [1.34;3.73] |
| 1.67 [0.97;2.88] | .065 | 1.40 [0.77;2.57] | .139 | 1.84 [1.09;3.13] |
|
| CAC-risk category | Overall |
| Overall | .069 | ||||
| CAC-score=0 | Ref. category | Ref. category | ||||||
| CAC-score=1-99 | 1.74 [0.54;5.56] | .352 | 1.37 [0.38;4.93] | .630 | ||||
| CAC-score=100-399 | 5.13 [1.68;15.60] |
| 2.54 [0.70;9.29] | .158 | ||||
| CAC-score≥400 | 12.52 [4.29;36.54] |
| 4.06 [1.11;14.82] |
| ||||
| Coronary stenosis | Overall |
| Overall |
| ||||
| Normal CTA | Ref. category | Ref. category | ||||||
| Non-obstructive CAD (<50%) | 0.98 [0.18;5.36] | .978 | 1.60 [0.35;7.34] | .549 | ||||
| Obstructive CAD (50-70%) | 4.70 [0.82;26.99] | .082 | 11.10 [2.52;48.79] |
| ||||
| Severe CAD (>70%) | 5.54 [0.85;36.07] | .074 | 15.16 [3.01;76.36] |
| ||||
| Change in −2 Log Likelihood | 36.30 |
| 17.60 |
| 43.78 |
| ||
Bold values are statistically significant (P < 0.05)
Model 1: Baseline characteristics
Model 2: Baseline characteristics + coronary artery calcium score
Model 3: Baseline characteristics + coronary artery calcium score + coronary computed tomography coronary angiography
Model 4: Baseline characteristics + coronary computed tomography coronary angiography
Abbreviations and definitions as in Table 2
±Compared to Model 1
*Compared to Model 2