| Literature DB >> 33342228 |
Akihiro Nakajima1, Yoshiyasu Minami2, Makoto Araki1, Osamu Kurihara1, Tsunenari Soeda3, Taishi Yonetsu4, Zhao Wang5, Iris McNulty1, Hang Lee6, Sunao Nakamura7, Ik-Kyung Jang1,8.
Abstract
Background Specific plaque phenotypes that predict a favorable response to statin therapy have not been systematically studied. This study aimed to identify optical coherence tomography predictors for a favorable vascular response to statin therapy. Methods and Results Patients who had serial optical coherence tomography imaging at baseline and at 6 months were included. Thin-cap area (defined as an area with fibrous cap thickness <200 μm) was measured using a 3-dimensional computer-aided algorithm, and changes in the thin-cap area at 6 months were calculated. A favorable vascular response was defined as the highest tertile in the degree of reduction of the thin-cap area. Macrophage index was defined as the product of the average macrophage arc and length of the lesion with macrophage infiltration. Layered plaque was defined as a plaque with 1 or more layers of different optical density. In 84 patients, 140 nonculprit lipid plaques were identified. In multivariable analysis, baseline thin-cap area (odds ratio [OR] 1.442; 95% CI, 1.024-2.031, P=0.036), macrophage index (OR, 1.031; 95% CI, 1.002-1.061, P=0.036), and layered plaque (OR, 2.767; 95% CI, 1.024-7.479, P=0.045) were identified as the significant predictors for a favorable vascular response. Favorable vascular response was associated with a decrease in the macrophage index. Conclusions Three optical coherence tomography predictors for a favorable vascular response to statin therapy have been identified: large thin-cap area, high macrophage index, and layered plaque. Favorable vascular response to statin was correlated with signs of decreased inflammation. Registration URL: https://www.clinicaltrials.gov; Unique identifier: NCT01110538.Entities:
Keywords: layered plaque; macrophage; optical coherence tomography; statin; thin‐cap area
Year: 2020 PMID: 33342228 PMCID: PMC7955485 DOI: 10.1161/JAHA.120.018205
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
Figure 1Three‐dimensional thin‐cap area measurement.
The fibrous cap (FC) was semiautomatically segmented by the algorithm in all frames along the entire plaque. The algorithm quantified the thickness at each point of its luminal boundary with the fully segmented FC. The FC area was calculated as the product of the frame interval and the arc length of the FC summed over all the involved frames. The area with FC thickness <200 µm was considered thin‐cap area (combined green and red areas in the right panel).
Baseline Characteristics
| Patients With Favorable Response (n=39) | Patients With Less Favorable Response (n=45) |
| |
|---|---|---|---|
| Follow‐up duration, mo | 6.4 (6.1–12.4) | 6.3 (5.9–12.0) | 0.169 |
| Age, y | 58.2±10.9 | 59.3±8.8 | 0.320 |
| Male, n (%) | 32 (82.1) | 33 (73.3) | 0.341 |
| Clinical presentation, n (%) | 0.049 | ||
| ST‐segment–elevation myocardial infarction, n (%) | 7 (17.9) | 2 (4.4) | |
| Non‐ST‐segment–elevation acute coronary syndrome, n (%) | 21 (53.8) | 21 (46.7) | |
| Stable angina, n (%) | 11 (28.2) | 22 (48.9) | |
| Hypertension, n (%) | 26 (66.7) | 27 (60.0) | 0.528 |
| Dyslipidemia, n (%) | 35 (89.7) | 33 (73.3) | 0.056 |
| Diabetes mellitus, n (%) | 13 (33.3) | 16 (35.6) | 0.831 |
| Chronic kidney disease, n (%) | 2 (5.1) | 5 (11.1) | 0.280 |
| Smoking status, n (%) | 0.476 | ||
| Current smoker | 12 (30.8) | 14 (31.1) | |
| Former smoker | 12 (30.8) | 9 (20.0) | |
| Never smoker | 15 (38.5) | 22 (44.9) | |
| Family history of coronary artery disease, n (%) | 2 (5.1) | 2 (4.4) | 0.636 |
| Discharge medication | |||
| Dual antiplatelet therapy, n (%) | 39 (100.0) | 44 (97.8) | 0.536 |
| Statin, n (%) | 39 (100.0) | 45 (100.0) | 1.000 |
| Intensity of statin therapy | 0.771 | ||
| High‐intensity, n (%) | 1 (2.6) | 1 (2.2) | |
| Moderate‐intensity, n (%) | 34 (87.2) | 37 (82.2) | |
| Low‐intensity, n (%) | 4 (10.2) | 7 (15.6) | |
| Statin naïve, n (%) | 16 (41.0) | 17 (37.8) | 0.761 |
Values are mean±SD, n (%), or median (interquartile range). Significance was calculated by independent‐sample t tests, or by Mann‐Whitney U tests, as appropriate, depending on the normality of the distribution. Sample size: 84 patients.
Laboratory Data at Baseline and Follow‐Up
| Patients With Favorable Response (n=39) | Patients With Less Favorable Response (n=45) |
| |
|---|---|---|---|
| LDL cholesterol (baseline), mg/dL | 78.4 (60.0 to 104.6) | 91.5 (73.1 to 116.6) | 0.063 |
| LDL cholesterol (follow‐up), mg/dL | 68.1 (53.8 to 78.6) | 76.1 (67.5 to 90.8) | 0.068 |
| LDL cholesterol change, mg/dL | −14.5 (−31.8 to 6.7) | −14.6 (−47.3 to 0.0) | 0.512 |
|
| 0.025 | 0.001 | |
| HDL cholesterol (baseline), mg/dL | 42.1 (36.1 to 53.3) | 42.0 (38.5 to 53.2) | 0.931 |
| HDL cholesterol (follow‐up), mg/dL | 40.0 (35.9 to 46.9) | 43.1 (36.2 to 51.3) | 0.898 |
| HDL cholesterol change, mg/dL | 0.8 (−6.2 to 5.3) | −1.5 (−6.3 to 5.9) | 0.806 |
|
| 0.538 | 0.803 | |
| Triglyceride (baseline), mg/dL | 167.0 (108.2 to 207.3) | 150.6 (98.5 to 196.9) | 0.350 |
| Triglyceride (follow‐up), mg/dL | 125.3 (95.7 to 160.6) | 128.9 (88.6 to 174.6) | 0.898 |
| Triglyceride change, mg/dL | −23.5 (−86.1 to 10.6) | 0.0 (−47.7 to 21.0) | 0.174 |
|
| 0.007 | 0.304 | |
| hs‐CRP (baseline), mg/dL | 2.0 (1.0 to 4.0) | 1.0 (0.0 to 2.0) | 0.099 |
| hs‐CRP (follow‐up), mg/dL | 1.0 (0.5 to 1.8) | 1.0 (0.0 to 2.0) | 0.416 |
| hs‐CRP change, mg/dL | −1.0 (−2.8 to 0.0) | 0.0 (−1.0 to 0.0) | 0.221 |
|
| 0.007 | 0.272 |
Values are median (interquartile range). Significance was calculated by Mann‐Whitney U tests and Wilcoxon signed rank tests. Sample size: 84 patients. HDL indicates high‐density lipoprotein; hs‐CRP, high‐sensitivity C‐reactive protein; and LDL, low‐density lipoprotein.
Serial OCT Findings
| Favorable Response (n=47) | Less Favorable Response (n=93) |
| |
|---|---|---|---|
| 3‐dimensional OCT quantitative assessment | |||
| Thin‐cap area (baseline), mm2 | 7.137 (4.050 to 10.691) | 1.414 (0.498 to 2.983) | <0.001 |
| Thin‐cap area (follow‐up), mm2 | 1.343 (0.373 to 3.439) | 0.982 (0.175 to 2.949) | 0.295 |
| Thin‐cap area change, mm2 | −4.624 (−7.368 to −3.184) | −0.119 (−0.943 to −0.645) | <0.001 |
|
| <0.001 | 0.281 | |
| 2‐dimensional OCT assessment | |||
| Thinnest FCT (baseline), μm | 80.0 (50.0 to 110.0) | 120.0 (90.0 to 175.0) | <0.001 |
| Thinnest FCT (follow‐up), μm | 150.0 (70.0 to 190.0) | 150.0 (95.0 to 190.0) | 0.988 |
| Thinnest FCT change, μm | 50.0 (20.0 to 90.0) | 0.0 (−30.0 to 50.0) | <0.001 |
|
| <0.001 | 0.108 | |
| Lipid index (baseline) | 1542.5 (1151.1 to2266.4) | 1071.6 (616.0 to1460.1) | <0.001 |
| Lipid index (follow‐up) | 1221.0 (669.1 to 2033.4) | 863.4 (370.0 to 1583.8) | 0.019 |
| Lipid index change | −286.2 (−523.2 to −62.9) | −107.1 (−427.6 to 229.5) | 0.047 |
|
| 0.001 | 0.075 | |
| Minimal lumen area (baseline), mm2 | 3.08 (2.39 to 4.02) | 2.84 (2.27 to 3.87) | 0.394 |
| Minimal lumen area (follow‐up), mm2 | 3.30 (1.73 to 4.30) | 2.83 (1.97 to 3.87) | 0.514 |
| Minimal lumen area change, mm2 | −0.20 (−1.00 to 0.74) | −0.07 (−0.53 to 0.38) | 0.445 |
|
| 0.346 | 0.569 | |
| Macrophage index (baseline) | 275.0 (140.6 to 372.3) | 83.6 (11.4 to 169.5) | <0.001 |
| Macrophage index (follow‐up) | 100.8 (0.0 to 202.1) | 92.4 (13.3 to 192.3) | 0.674 |
| Macrophage index change | −134.7 (−227.9 to −70.0) | 0.0 (−43.0 to 47.1) | <0.001 |
|
| <0.001 | 0.661 | |
| Microvessel (baseline), n (%) | 13 (27.6) | 29 (31.2) | 0.667 |
| Microvessel (follow‐up), n (%) | 12 (25.5) | 30 (32.3) | 0.412 |
|
| 1.000 | 1.000 | |
| Cholesterol crystal (baseline), n (%) | 5 (10.6) | 19 (20.4) | 0.147 |
| Cholesterol crystal (follow‐up), n (%) | 3 (6.4) | 13 (14.0) | 0.182 |
|
| 0.500 | 0.109 | |
| Calcification (baseline), n (%) | 25 (53.2) | 49 (52.7) | 0.955 |
| Calcification (follow‐up), n (%) | 23 (48.9) | 50 (53.8) | 0.589 |
|
| 0.687 | 1.000 | |
| TCFA (baseline), n (%) | 20 (42.6) | 15 (16.1) | 0.001 |
| TCFA (follow‐up), n (%) | 7 (14.9) | 16 (17.2) | 0.728 |
|
| 0.001 | 1.000 | |
| Layered plaque (baseline), n (%) | 26 (55.3) | 25 (26.9) | 0.001 |
| Layered plaque (follow‐up), n (%) | 28 (59.6) | 33 (35.4) | 0.007 |
|
| 0.625 | 0.057 | |
Values are n (%), or median (interquartile range). Significance was calculated by Mann‐Whitney U tests, Wilcoxon signed rank tests, and McNemar tests. Sample size: 140 plaques. FCT indicates fibrous‐cap thickness; OCT, optical coherence tomography; and TCFA, thin‐cap fibroatheroma.
Univariable and Multivariable Analysis of Favorable Vascular Response to Statins
| Univariable | Multivariable | |||
|---|---|---|---|---|
| Odds Ratio [95% CI] |
| Odds Ratio [95% CI] |
| |
| Baseline thin‐cap area, mm2 | 1.533 [1.199–1.960] | 0.001 | 1.442 [1.024–2.031] | 0.036 |
| Thin‐cap fibroatheroma (<65 μm) | 3.852 [1.765–8.404] | 0.001 | 1.217 [0.402–3.680] | 0.728 |
| Macrophage | 1.308 [0.587–2.916] | 0.511 | ||
| Macrophage index (per 10 increase) | 1.006 [1.004–1.009] | <0.001 | 1.031 [1.002–1.061] | 0.036 |
| Microvessel | 0.844 [0.415–1.716] | 0.639 | ||
| Layered plaque | 2.840 [1.197–6.736] | 0.018 | 2.767 [1.024–7.479] | 0.045 |
| Cholesterol crystal | 0.464 [0.161–1.377] | 0.155 | ||
| Spotty calcium | 1.270 [0.641–2.513] | 0.493 | ||
| Baseline lipid index (per 10 increase) | 0.999 [0.999–1.000] | <0.001 | 0.999 [0.989–1.008] | 0.777 |
| Minimum lumen area, mm2 | 1.168 [0.886–1.540] | 0.270 | ||
Multivariable logistic regression analysis was applied to identify the predictors for a favorable response to statin. Variables with a P<0.10 in the univariate test were entered into the multivariable modeling. To take into account the potential cluster effects of multiple nonculprit lipid plaques in a single patient, general estimating equations were applied. Sample size: 140 plaques.
Figure 2The number of predictors and the probability of a favorable response.
When all 3 predictors are present, the probability of a favorable response increased to 78.3%, whereas the probability of a favorable response is 2.3% when no predictors are present. Out of 140 plaques, 44 (31.4%) plaques had no, 42 (30.0%) had1, 31 (22.1%) had2, and 23 (16.4%) had 3 predictors. Out of 84 patients, 34 (40.5%) patients had plaque with no predictors, 35 (41.7%) had plaques with 1 predictor, 28 (33.3%) had plaques with 2 predictors, and 18 (21.4%) had plaques with 3 predictors. Clopper–Pearson Exact method was applied to calculate the 95% CI of the proportions. Sample size: 140 plaques in 84 patients.
Figure 3Correlation between changes in macrophage index and changes in fibrous cap.
Significant correlations between the change in macrophage index and the change in thin‐cap area (A), or fibrous cap thickness (FCT) (B) were observed. Sample size: 140 plaques.
Figure 4Macrophage index and changes in thin‐cap area.
Plaques in which the macrophage index did not increase (n=94) had a greater improvement in the thin‐cap area than the plaques in which the macrophage index increased (n=46).
Figure 5Macrophage index and changes in plaque phenotype.
The prevalence of TCFA significantly decreased in the group in which macrophage index did not increase, whereas the prevalence of layered plaque significantly increased in the group in which macrophage index increased. These findings indicate that control of inflammation is associated with stabilization of lipid plaques. TCFA indicates thin‐cap fibroatheroma.