2.1 Study design and subjects
This prospective cohort study was performed at the Department of Cardiology of Northern People’s Hospital (Jiangsu, China) between August 2013 and April 2018. Individuals with suspected CHD (chronic angina, dyspnea or positive stress test results) were included. Exclusion criteria included moderate or severe rheumatic heart disease, malignant arrhythmia, congenital coronary artery malformation, carotid artery stenosis, myocarditis, overt renal and liver dysfunction, hematological disease, major mental diseases, allergies and drug allergies, pregnancy or lactation (women), and metabolic diseases such as diabetes and hyperthyroidism. All patients underwent careful investigation and assessment for personal and medical histories of clinical evaluations. Clinical evaluation, echocardiographic scanning, biochemical tests, and medical treatment were carried out for all participants by two independent study coordinators blinded to carotid ultrasound and coronary angiography data. During the follow-up, all participants maintained their normal living habits and did not change their drug administration. The study was performed in accordance with the Declaration of Helsinki and approved by the Ethics Committee of Northern Jiangsu People’s Hospital. Informed consent was obtained from all the patients in the study before the carotid ultrasound examination.
2.2 Patient grouping and diagnostic criteria
According to the presence or absence of CHD, we put all the patients into CHD or control group. The control group comprised patients with normal coronary or single-vessel lesion < 50% by coronary angiography or CTA. The CHD group included 285 angina and 40 myocardial infarction (MI) cases. For further analysis, the CHD group was divided into 3 subgroups, including the single, double, and triple lesion groups, based on the diagnostic standards of the American Heart Association [16]. Moderate stenosis of the left main coronary artery (> 50%) was defined as a double branch lesion. The left main coronary artery with a right coronary lesion was defined as a 3 branch lesion [17].
All participants were screened by carotid artery ultrasonography the morning following admission prior to any drug administration, coronary angiography or CT. Demographic information was recorded on gender, age, smoking, along with comorbidities such as Diabetes mellitus, stroke, and hypertension. Levels of total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), and low-density lipoprotein cholesterol (LDL-C) were obtained at the baseline. Drugs for CHD and hypertension such as aspirin, β-blockers, angiotensin-converting enzyme inhibitors, angiotensin II receptor antagonist, statins, and oral anticoagulant therapy of patients were also recorded. Glucose and lipid amounts were measured after a 12-h fast. Serum lipid profiling was carried out by standard laboratory techniques.
Hypertension was diagnosed according to the criteria issued by the World Health Organization/International Society of Hypertension in 1999[18]. Diabetes mellitus was diagnosed according to the Diabetes Diagnosis and Treatment Guideline issued by the American Diabetes Association in 2013[19]. The standards for dyslipidemia were based on the 2007 domestic version of the Dyslipidemia Prevention and Treatment Guideline for Chinese Adults[20]. Current smoking was defined as a self-report of ≥ 1 cigarette in the past 30 days[21]. MI diagnosis was on the basis of a combination of clinical symptoms, electrocardiogram manifestations, and cardiac biomarkers. Stroke was defined as a neurologic event that lasted ≥ 24 hours or until death with a brain imaging finding [22]. The design and selection criteria for the Framingham Heart Study and the Framingham Offspring Study have been detailed elsewhere[23]. The Framingham CHD risk score was calculated from age, total and high-density lipoprotein cholesterol, systolic blood pressure, treatment for hypertension, and smoking to predict the 10-year risk of CHD according to the European Task Force Recommendations[24].
2.3 Carotid ultrasound examination
Carotid artery measurements were examined as part of a routine inspection by experienced operators, who were blinded to clinical data. These examiners underwent training sessions to standardize image acquisition, evaluation, and collection of the ultrasound data. The carotid artery was examined on both sides as far as could be made visible for plaques on the short and long axes, from the clavicle to the temporomandibular joint in a caudal to cranial direction, by anterior, anterolateral, lateral and posterolateral insonation. High-resolution carotid ultrasonography was performed with an 8–12 MHz transducer and a GE Logiq 8 ultrasound scanner (Aloka, Andover, USA). Patients were imaged in the supine position with the head slightly tilted to either side. Vessel wall changes were deliberately examined in the carotid arteries from diverse longitudinal and transverse views. The images were focused upon the far wall of the artery. The measurements are part of a comprehensive protocol that acquired videotaped images from each side of the neck, and incorporated imaging of the distal common carotid artery (one view on each side) as well as the proximal internal carotid artery and bulb (three projections on each side). The carotid artery includes four segments: common carotid artery (CCA), common carotid artery bifurcation, internal carotid artery (ICA) and external carotid artery (ECA). Details of carotid artery assessment have been previously described [25], and the acquisition protocol was previously used in the Cardiovascular Health Study [26].
2.4 IMT quantification
Ultrasound quantitation of carotid IMT has been described previously [27]. Far wall IMT was the mean of the far wall IMT values of both left and right CCAs, which were assessed on both sides of the neck below the bulb, starting at the point at which the outer wall (adventitia) of the artery begins to diverge. Analogously, near-wall IMT was the mean of the values of both left and right CCAs. Mean IMT was obtained by averaging all four CCA IMT values. After identifying a region of ~ 1.0 cm proximal to carotid bifurcation, the IMT of the far wall was assessed as the distance between the luminal-intimal and medial-adventitial interfaces, and triplicate values were averaged. According to data of healthy Chinese subjects, abnormal IMT was defined as a value exceeding 1.0 mm (ultrasound images were provided in Fig. 2).
2.5 Carotid plaque assessment
Only carotid artery IMT > 1.5 mm was considered to indicate a plaque. A carotid plaque was identified as an echoic focal projection, or reflected by the presence of focal wall thickening at least 50% greater than that of the surrounding vessel wall, or focal region with carotid IMT greater than 1.5 mm that protrudes into the lumen and is distinct from the adjacent boundary [28]. The plaques were classified on the basis of echo features as follows:[29] (1) soft plaque, hypoechoic intensity relative to the peripheral vascular adventitia with no acoustic shadow (hypoechoic area > 80% of the plaque area); (2) hard plaque, isoechoic or hyperechoic intensity relative to the peripheral vascular adventitia with an acoustic shadow (hyperechoic area > 80% of the plaque area); (3) mixed plaque, no acoustic shadow, with a calcified area of less than 90% of the plaque area, and an anechoic zone of less than 80% of the plaque area[30].
2.6 Coronary imaging
CAG was performed through the femoral or radial artery by a standard process according to the guidelines of the American College of Cardiology/American Heart Association (ACC/AHA) recommendations [31]. CCTA was used to assess vessel diameters of areas with the worst stenosis (Fig. 4). CCTA was performed on a single-source 64-slice CT instrument (Sensation 64; Siemens Medical Solutions, Forchheim, Germany). Patients with no contraindications to beta-blockers and initial heart rates > 65 bpm took an oral dose of 25 mg of metoprolol 1 hour before CCTA. CCTA was performed according to established guidelines and technical parameters [32]. In general, moderate-to-severe coronary stenosis, or artifact hindering adequate assessment of stenosis on CCTA were identified indications for further assessment by CAG. Coronary angiograms were obtained on a GE Inova 2100 equipment and interpreted visually in two orthogonal views by skilled interventional cardiologists blinded to grouping. Systematic and complete reviews of CCTA findings were performed by expert radiologists. CHD was defined as one or more epicardial coronary arteries showing ≥ 50% angiographic lumen narrowing.
2.7 Follow-up and outcome events
All the participants were under continuous surveillance for the development of adverse events and death. Clinical adverse events were defined as a composite of MI, coronary insufficiency, transient ischemic attack, stroke, congestive heart failure, and death. CHD events recorded were angina, MI, resuscitated cardiac arrest and CHD death. Information about clinical follow-up was obtained with the aid of telephone calls, medical histories, physical tests at the study clinic, hospitalization records and communication with personal physicians every 9 to 12 months. All suspected outcome events were reviewed by a panel of 3 experienced investigators who evaluated all pertinent hospital records. We had another independent review committee that included cardiologist adjudicated adverse events, and a heart study cardiologist examined most participants with suspected adverse events[23].
2.8 Statistical analysis
Statistical analyses were performed with the SPSS software (version 17.0; SPSS Inc., Chicago, IL, USA). Continuous data were mean ± standard deviation (SD) and were compared by Student’s t-test (group pairs) and one-way analysis of variance (ANOVA), followed by Tukey’s post hoc test for pairwise comparison of multiple groups. Categorical variables were presented as count and percentage and compared by the χ2 test. Logistic regression analysis was performed to determine associations of CHD lesions with various factors. P < 0.05 was considered statistically significant. Receiver operating characteristic (ROC) curve and area under the curve (AUC) analysis was used to compare different prediction methods for CHD risk in terms of AUC, sensitivity, and specificity.