| Literature DB >> 30887745 |
Jae Hoon Lee1, Eun Ju Kang2, Woo Yong Bae3, Jong Kuk Kim4, Jae Hyung Choi5, Chul Hoon Kim6, Sang Joon Kim1, Kyoo Sang Jo1, Moon Sung Kim2, Tae Kyung Koh7.
Abstract
OBJECTIVE: To evaluate the value of airway computed tomography (CT) in patients with obstructive sleep apnea (OSA) as a predictor of cerebrocardiovascular disease (CCVD) clinically, by quantitatively analyzing carotid arterial calcification (CarAC).Entities:
Keywords: Airway; Calcification; Carotid artery; Computed tomography; Obstructive sleep apnea
Mesh:
Substances:
Year: 2019 PMID: 30887745 PMCID: PMC6424829 DOI: 10.3348/kjr.2018.0550
Source DB: PubMed Journal: Korean J Radiol ISSN: 1229-6929 Impact factor: 3.500
Fig. 1Patient flow diagram.
Total of 408 patients who had undergone PSG and upper airway CT scan and 303 patients aged 40–80 years were included. Sixteen patients were excluded due to incomplete data or history of cardiovascular or cerebrovascular event, and 287 patients were included as final subjects. CT = computed tomography, PSG = polysomnography
Characteristics of Enrolled Subjects
| No. of patients | 287 |
| Age (years) | 54.5 ± 8.2 |
| Male sex (%) | 224 (78.0) |
| BMI (kg/m2) | 26.8 ± 4.7 |
| Smoking (%) | |
| Current | 61 (21.0) |
| Past | 73 (25.5) |
| Never | 153 (53.5) |
| Hypertension* | 104 (36.4) |
| Systolic BP | 130.2 ± 16.0 |
| Diastolic BP | 78.8 ± 12.9 |
| Diabetes mellitus† (%) | 36 (12.6) |
| Total cholesterol (mg/dL) | 191.5 ± 44.7 |
| HDL cholesterol (mg/dL) | 50.5 ± 12.3 |
| LDL cholesterol (mg/dL) | 114.4 ± 36.1 |
| RDI (event/h) | 30.6 ± 23.2 |
| AHI (event/h) | 27.4 ± 22.7 |
| RERAs (event/h) | 3.9 ± 5.1 |
| ESS | 9.6 ± 4.6 |
| Lowest O2 saturation (%) | 81.5 ± 9.8 |
| OSA groups (%) | |
| Normal (RDI < 5) | 41 (14.3) |
| Mild (5 ≤ RDI < 15) | 42 (14.6) |
| Moderate (15 ≤ RDI < 30) | 74 (25.8) |
| Severe (30 ≤ RDI) | 130 (45.3) |
| Carotid artery calcification | 68 (23.7) |
| CarACS | 32.6 ± 129.6 |
| Log(CarACS+1) | 0.386 ± 0.774 |
| CarACS groups (%) | |
| 0–10 | 235 (81.9) |
| 11–100 | 34 (11.8) |
| 101–400 | 11 (3.8) |
| > 400 | 7 (2.4) |
Data are expressed as mean ± standard deviation or numbers of patients (%). *Patients were considered to have hypertension if their BP was persistently > 140/90 mm Hg or if they were currently taking antihypertensive medication, †Patients were considered to have diabetes mellitus if their fasting glucose level was ≥ 126 mg/dL, as assessed at least once, or if they were currently taking oral hypoglycemic agents or insulin. AHI = apnea-hypopnea index, BMI = body mass index, BP = blood pressure, CarACS = carotid arterial calcium score, ESS = Epworth Sleepiness Scale, HDL = high-density lipoprotein, LDL = low-density lipoprotein, OSA = obstructive sleep apnea, RDI = respiratory disturbance index, RERAs = respiratory effort related arousals
Fig. 2Representative images of airway CT scans.
(A) CT scans starts from frontal sinus of skull (‘FS’) to carina level of distal trachea (‘C’), including both upper airway and trachea; (B) Semi-automatic measurement of CarAC for calculating Agatston score; software automatically highlights calcification (coding to yellow color) with CT number higher than 130 Hounsfield units. Following this, reader determines carotid arterial calcium (arrow) based on anatomical information on each of CT images, and sum of calcium score is automatically quantified using software. CarAC = carotid arterial calcification
Subjects with CCVD Events
| Subjects | CCVD Events | CarACS | RDI |
|---|---|---|---|
| M/73 | UA (1-vessel, stent) | 471.86 | 57.4 |
| M/70 | Stroke (Lt. MCA) | 283.59 | 32.9 |
| M/68 | UA (2-vessel, stent) | 37.46 | 19.6 |
| M/66 | Stroke (Rt. PICA) | 75.01 | 33.5 |
| F/66 | Stroke (medullar) | 0.00 | 18.3 |
| M/65 | UA (2-vessel, stent) | 39.29 | 46.0 |
| F/63 | Stroke (Rt. MCA) | 0.73 | 28.6 |
| F/63 | Stroke (Rt. MCA) | 3.12 | 24.5 |
| M/62 | MI (1-vessel, stent), TIA | 594.86 | 18.8 |
| F/62 | Stroke (Lt. basal ganglia) | 0.00 | 55.8 |
| M/59 | TIA (Rt. lacunar) | 0.00 | 21.4 |
| M/59 | UA (1-vessel, stent) | 7.20 | 37.8 |
| M/58 | MI (1-vessel, CABG) | 135.79 | 12.7 |
| M/57 | UA (1-vessel, stent) | 12.20 | 13.2 |
| M/55 | UA (1-vessel, stent) | 18.01 | 52.2 |
| F/55 | TIA (vertebral artery) | 0.00 | 36.9 |
| F/54 | UA (1-vessel, stent) | 0.00 | 48.7 |
| M/53 | UA (1-vessel, stent) | 0.00 | 38.3 |
| M/53 | Stroke (cerebellum) | 0.00 | 5.7 |
| M/52 | Stroke (Lt. MCA) | 0.00 | 31.1 |
| M/52 | UA (2-vessel, stent) | 28.35 | 11.3 |
| M/50 | Stroke (medullar) | 0.00 | 21.5 |
| M/50 | Stroke (medullar) | 0.00 | 29.1 |
| M/49 | UA (1-vessel, stent) | 0.00 | 84.2 |
| M/49 | UA (3-vessel, CABG) | 49.5 | 35.0 |
| M/46 | Stroke (medullar) | 0.00 | 71.9 |
| M/43 | UA (1-vessel, stent) | 0.00 | 7.0 |
CABG = coronary arterial bypass graft, CCVD = cerebrocardiovascular disease, F = female, Lt. = left, M = male, MCA = middle cerebral artery, MI = myocardial infarction, PICA = posterior inferior cerebellar artery, Rt. = right, TIA = transient ischemic attack, UA = unstable angina
Baseline Characteristics of Subjects with and without CCVD Events
| Variables | CCVD Event Absence | CCVD Event Presence | |
|---|---|---|---|
| No. of patient | 260 | 27 | |
| Age (years) | 54.2 ± 8.2 | 57.5 ± 7.7 | 0.047 |
| Male sex (%) | 203 (78.1) | 21 (77.8) | 1.000 |
| BMI (kg/m2) | 26.8 ± 4.8 | 26.8 ± 3.3 | 0.979 |
| Smoking (%) | 0.290 | ||
| Current | 54 (20.8) | 6 (22.2) | |
| Past | 63 (24.3) | 10 (37.0) | |
| Never | 142 (54.8) | 11 (40.7) | |
| Hypertension* | 88 (34.0) | 16 (59.3) | 0.017 |
| Systolic BP | 130.5 ± 16.1 | 126.7 ± 15.6 | 0.246 |
| Diastolic BP | 79.3 ± 12.9 | 74.4 ± 12.1 | 0.068 |
| Diabetes mellitus† (%) | 31 (12.0) | 5 (18.5) | 0.507 |
| Total cholesterol (mg/dL) | 193.1 ± 44.9 | 180.4 ± 33.4 | 0.238 |
| HDL cholesterol (mg/dL) | 50.8 ± 12.2 | 48.9 ± 13.3 | 0.574 |
| LDL cholesterol (mg/dL) | 115.7 ± 37.0 | 108.5 ± 32.2 | 0.459 |
Data are expressed as mean ± standard deviation or numbers of patients (%). *Patients were considered to have hypertension if their BP was persistently > 140/90 mm Hg or if they were currently taking antihypertensive medication, †Patients were considered to have diabetes mellitus if their fasting glucose level was ≥ 126 mg/dL, as assessed at least once, or if they were currently taking oral hypoglycemic agents or insulin.
Polysomnographic Results of Subjects with and without CCVD Events
| Variables | CCVD Event Absence | CCVD Event Presence | |
|---|---|---|---|
| No. of patient | 260 | 27 | |
| RDI (event/h) | 34.3 ± 22.5 | 33.1 ± 19.4 | 0.566 |
| AHI (event/h) | 30.7 ± 22.4 | 29.4 ± 19.2 | 0.591 |
| RERAs (event/h) | 3.9 ± 5.1 | 3.4 ± 4.9 | 0.750 |
| ESS | 9.6 ± 4.6 | 9.6 ± 4.7 | 0.927 |
| Lowest O2 saturation (%) | 81.3 ± 10.0 | 83.1 ± 8.5 | 0.322 |
| OSA groups (%) | 0.191 | ||
| Normal (RDI < 5) | 39 (15.0) | 0 (0) | |
| Mild (5 ≤ RDI < 15) | 37 (14.2) | 5 (18.5) | |
| Moderate (15 ≤ RDI < 30) | 66 (25.4) | 8 (29.6) | |
| Severe (30 ≤ RDI) | 118 (45.4) | 14 (51.8) |
Data are expressed as mean ± standard deviation or numbers of patients (%).
CarACS of Subjects with and without CCVD Events
| Variables | CCVD Event Absence | CCVD Event Presence | |
|---|---|---|---|
| No. of patient | 260 | 27 | |
| CarAC (%) | 54 (20.8) | 14 (51.9) | < 0.001 |
| CarACS | 29.2 ± 127.3 | 65.0 ± 148.5 | 0.173 |
| Log(CarACS+1) | 0.341 ± 0.737 | 0.819 ± 0.979 | 0.002 |
| CarACS groups (%) | 0.013 | ||
| 0–10 | 219 (84.2) | 16 (59.3) | |
| 11–100 | 27 (10.4) | 7 (25.9) | |
| 101–400 | 9 (3.5) | 2 (7.4) | |
| > 400 | 5 (1.9) | 2 (7.4) |
Data are expressed as mean ± standard deviation or numbers of patients (%). CarAC: carotid arterial calcification
Risk Factors for CCVD Events by Cox Analysis
| Variable | Univariate | Multivariate* | ||||
|---|---|---|---|---|---|---|
| OR | 95% CI | OR | 95% CI | |||
| Age (years) | 1.047 | 1.001–1.097 | 0.050 | 1.014 | 0.958–1.074 | 0.630 |
| Male | 1.018 | 0.392–2.641 | 0.971 | |||
| BMI (kg/m2) | 0.999 | 0.916–1.090 | 0.984 | |||
| Smoking | 2.049 | 0.828–5.072 | 0.121 | |||
| Hypertension | 2.826 | 1.258–6.351 | 0.012 | 2.021 | 0.840–4.860 | 0.116 |
| Diabetes mellitus | 1.664 | 0.588–4.713 | 0.338 | |||
| Total cholesterol | 0.993 | 0.943–1.002 | 0.235 | |||
| RDI (event/h) | 0.995 | 0.977–1.013 | 0.565 | |||
| CarAC | 4.108 | 1.824–9.255 | < 0.001 | 3.692 | 1.382–9.865 | 0.009 |
| Log(CarACS+1) | 1.824 | 1.215–2.737 | 0.004 | 1.494 | 0.910–2.455 | 0.113 |
*Multivariate model includes variables for which p < 0.20 by univariate analysis. CI: confidence interval, OR: odds ratio
Fig. 3Kaplan-Meier analysis of cerebrocardiovascular disease events of 287 patients according to presence or absence of CarAC (CarACS).
Comparison between incidence curve proved to be significant (Log-rank test, p = 0.001). CarACS = carotid arterial calcium score