- Academic Editor
†These authors contributed equally.
Background: Drug-coated balloons (DCB) have been evaluated to be safe
and practical in treating coronary small vessel disease (SVD). However, evidence
about the practicality and safety of DCB in treating coronary lesions with
diameters greater than 3.0 mm is limited. Methods: 1166 patients who
received DCB angioplasty were enrolled and divided into groups of SVD or large
vessel disease (LVD) according to the target vessel diameters (
Drug-coated balloon (DCB) is a promising interventional strategy for patients with coronary artery disease (CAD). During percutaneous coronary intervention (PCI), DCB rapidly disperses antiproliferative drugs into the coronary vessel walls via a specialized matrix without permanent metal implantation. Restenosis following percutaneous transluminal coronary angioplasty (PTCA) is dramatically decreased because of the antiproliferative drug coating in DCB and its quick transfer. Numerous DES problems, such as stent thrombosis, are avoided by not permanently implanting stent material. Consequently, the DCB-only approach in PCI represents a cutting-edge substitute for drug-eluting stents (DES) [1].
To date, the feasibility of DCB has been confirmed in in-stent restenosis (ISR)
and coronary small vessel disease (SVD) [1, 2, 3]. The application of DCB is
generally recommended when there is no flow-limiting dissection or residual
stenosis greater than 30% [1, 4]. The use of DCB procedures to treat coronary
large vascular disease (LVD, lumen diameter 3.0 mm) has gained popularity in
recent years. Recently, by comparing the clinical effectiveness of DCB for LVD
with that for SVD, Yu et al. [5] undertook a prospective trial to
ascertain the viability and safety of DCB in treating CAD patients with
de novo LVD. The findings revealed no discernible difference in
prognosis between patients with LVD and those with SVD, demonstrating the
viability of the DCB-only approach in treatments for sizable de novo
coronary lesions. However, studies with a bigger sample size (
This multiple-center prospective cohort study enrolled 1166 participants treated
with DCB and divided them into SVD or LVD groups according to vessel diameter
(
This multiple-center prospective study enrolled 1166 consecutive patients with
CAD who received DCB angioplasty (Bingo paclitaxel-coated) from August 2018 to
August 2020 from three teaching hospitals in China (Fuwai hospital, Xinhua
(Chongming) hospital, and Tangshan Gongren hospital) with experience in treating
patients using DCBs. Eligible patients were those who had de novo
lesions
All patients received a starting dose of heparin with an initial bolus of
70–100 IU/kg (before the operations) and an extra dose of 1000 IU per hour
(during the procedure) along with a dual antiplatelet medication (300 mg of
aspirin and 300 mg of clopidogrel the day) prior to the procedure. Either the
radial or femoral artery served as the intervention access. Angiography of target
vessels with at least two near-orthogonal views after intracoronary nitroglycerin
treatment (100–200 µg) was performed in all patients. Before the DCB
catheter, lesion preparations by conventional balloon, cutting balloon, non-slip
element balloon, and non-compliant balloon were performed, and the target
balloon/vessel diameter ratio was 1.0. Successful pre-dilation was defined as no
dissections, thrombolysis in myocardial infarction (TIMI) grade 3 flow, and residual stenosis less than 30%. DCB
intervention was performed in patients who finished successful pre-dilation. DCB
was extended to complete coverage of lesions. DCB/vessel diameter ration and
total inflation time were 0.8–1.0 and 30–60 s, respectively. Procedural success
was defined as a residual stenosis
Data were collected from the electronic medical records of each hospital. Patients’ general data included demographics, history of disease(s), prior operations, and laboratory results. Lesion characteristics included target vessels, types of lesions, lesion length, and diameter stenosis. Diagnosis of hypertension and diabetes was established based on current standard guidelines [6, 7]. The lesion diameter was measured proximal to the lesion.
After the PCIs, all patients underwent a clinical follow-up that lasted, on average, two years. The clinical follow-up was performed via phone interview or outpatient service every 6 months. A clinical follow-up was given to every participant over the course of a median of two years. Target lesion failure (TLF) and patient-oriented composite endpoint (POCE) are the study’s main outcomes. TLF was outlined as a combination of target vessel myocardial infarctions (MI), target lesion revascularization caused by ischemia, and cardiac death. A composite of all-cause mortality, all MI, or any revascularization is referred to as POCE [8].
The format for categorical variables was “number (%)”. When continuous
variables had a regularly distributed distribution, they were referred to as
having a “mean
Of these patients, 843 (72.3%) were males and the mean age was 61.55
All | SVD group ( |
LVD group ( |
p value | ||
(n = 1166) | (n = 783) | (n = 383) | |||
Age | 61.55 |
61.99 |
60.66 |
0.086 | |
Male | 843 (72.3) | 565 (72.2) | 278 (72.6) | 0.934 | |
BMI | 25.55 |
25.58 |
25.47 |
0.603 | |
Diabetes | 400 (34.3) | 299 (38.2) | 101 (26.4) | ||
Hypertension | 748 (64.2) | 532 (67.9) | 216 (56.4) | ||
Dyslipidemia | 527 (45.2) | 413 (52.7) | 114 (29.8) | ||
Chronic kidney disease | 209 (17.9) | 152 (19.4) | 57 (14.9) | 0.07 | |
Smoking | 315 (27.0) | 201 (25.7) | 114 (29.8) | 0.159 | |
Atrial fibrillation | 56 (4.8) | 36 (4.6) | 20 (5.2) | 0.747 | |
Heart failure | 37 (3.2) | 24 (3.1) | 13 (3.4) | 0.902 | |
Prior MI | 227 (19.5) | 164 (20.9) | 63 (16.4) | 0.081 | |
Prior PCI | 356 (30.5) | 263 (33.6) | 93 (24.3) | 0.002 | |
Prior CABG | 24 (2.1) | 17 (2.2) | 7 (1.8) | 0.866 | |
Prior stroke | 89 (7.6) | 48 (6.1) | 41 (10.7) | 0.008 | |
Peripheral vascular disease | 46 (3.6) | 30 (3.8) | 12 (3.1) | 0.665 | |
Previous bleeding | 35 (3.0) | 31 (4.0) | 4 (1.0) | 0.006 | |
Clinical presentation | |||||
Stable CAD | 272 (23.3) | 200 (25.5) | 72 (18.8) | 0.013 | |
Acute coronary syndrome | 895 (76.8) | 583 (74.5) | 312 (81.5) | 0.01 | |
Unstable angina | 738 (63.3) | 258 (67.4) | 480 (61.3) | ||
NSTEMI | 84 (7.2) | 31 (8.1) | 53 (6.8) | ||
STEMI | 72 (6.2) | 22 (5.7) | 50 (6.4) | ||
Creatinine clearance, mL/min | 88.07 |
85.97 |
92.35 |
0.003 | |
NT-proBNP | 316.94 |
320.66 |
309.34 |
0.712 | |
Hemoglobin, g/L | 113.60 |
132.63 |
135.58 |
0.002 | |
Platelet, |
217.60 |
218.09 |
216.60 |
0.669 | |
HbA1c | 6.68 |
6.70 |
6.63 |
0.348 | |
Anticoagulation therapy | 70 (6.0) | 46 (5.9) | 24 (6.3) | 0.894 |
Note: All data are presented as n (%) or mean
Abbreviations: SVD, small vessel disease; LVD, large vessel disease; BMI, body mass index; MI, myocardial infarction; PCI, percutaneous coronary intervention; CABG, coronary artery bypass grafting; CAD, coronary artery disease; NSTEMI, non-ST segment elevation myocardial infarction; STEMI, ST segment elevation myocardial infarction; NT-proBNP, n-terminal pro-brain natriuretic peptide; HbA1c, glycosylated hemoglobin A1c.
The target lesion in the LVD group was mainly located in the left anterior
descending artery (LAD, 225 [58.7%]) and right coronary artery (RCA, 82
[21.1%]). The left circumflex artery (247 [31.5%]) was the main targeted vessel
in the SVD group. Compared with the SVD group, patients with LVD had lower rates
of bifurcation lesions (114 [14.6%] vs. 38 [9.9%], p = 0.034),
calcified lesions (288 [36.8%] vs. 101 [26.4%], p = 0.001), chronic
total occlusions (86 [11.0%] vs. 26 [6.8%], p
All | SVD group ( |
LVD group ( |
p value | ||
(n = 1166) | (n = 783) | (n = 383) | |||
Target vessel | |||||
Left main | 4 (0.3) | 1 (0.1) | 3 (0.8) | 0.206 | |
Left anterior descending artery | 416 (35.7) | 191 (24.4) | 225 (58.7) | ||
Diagonal branch | 133 (11.4) | 113 (14.4) | 20 (5.2) | ||
Left circumflex artery | 308 (26.4) | 247 (31.5) | 61 (15.9) | ||
Obtuse marginal branch/ramus | 83 (7.1) | 75 (9.6) | 8 (2.1) | ||
Right coronary artery | 165 (14.2) | 84 (10.7) | 81 (21.1) | ||
PDA/PL | 96 (8.2) | 91 (11.6) | 5 (1.3) | ||
Graft | 7 (0.6) | 5 (0.6) | 2 (0.5) | 1.00 | |
Bifurcation lesion | 152 (13.0) | 114 (14.6) | 38 (9.9) | 0.034 | |
Calcified lesion | 389 (33.4) | 288 (36.8) | 101 (26.4) | 0.001 | |
CTO | 112 (9.6) | 86 (11.0) | 26 (6.8) | 0.029 | |
Thrombus lesion | 27 (2.3) | 18 (2.3) | 9 (2.3) | 1.00 | |
Reference vessel diameter by visual estimation, mm | 2.65 |
2.34 |
3.29 |
||
Lesion length, mm | 18.66 |
18.01 |
19.99 |
0.002 | |
Diameter stenosis, % | 87.40 |
88.72 |
84.70 |
||
ACC/AHA type B2/C lesions | 413 (35.4) | 334 (42.7) | 79 (20.6) |
Note: All data are presented as n (%) or mean
Abbreviations: SVD, small vessel disease; LVD, large vessel disease; PDA/PL, posterior descending artery/posterior branch of the left ventricle; CTO, chronic total occlusion; ACC/AHA, American College of Cardiology/American Heart Association.
In the interventional procedure, the percentages of using a cutting balloon (68
[8.7%] vs. 70 [18.3%], p
All | SVD group ( |
LVD group ( |
p value | ||
(n = 1166) | (n = 783) | (n = 383) | |||
Balloon pre-dilation | 1157 (98.9) | 772 (98.6) | 381 (99.4) | 0.187 | |
Mean diameter of pre-dilation balloon, mm | 2.02 |
1.96 |
2.18 |
||
Mean length of pre-dilation balloon, mm | 15.25 |
14.89 |
16.25 |
||
Mean inflation pressure with pre-dilation balloon | 13.02 |
12.47 |
14.53 |
||
Cutting balloon | 138 (11.8) | 68 (8.7) | 70 (18.3) | ||
Non-slip element balloon | 297 (25.5) | 156 (19.9) | 141 (36.8) | ||
Non-compliant balloon | 340 (29.2) | 180 (23.0) | 160 (41.8) | ||
Rotational atherectomy | 5 (0.4) | 3 (0.4) | 2 (0.5) | 0.666 | |
DCB | |||||
Mean diameter, mm | 2.60 |
2.31 |
3.17 |
||
Mean number | 1.14 |
1.09 |
1.25 |
||
Total length, mm | 24.06 |
21.84 |
28.58 |
||
Mean inflation pressure, atm | 9.28 |
9.20 |
9.46 |
0.147 | |
Mean duration of inflation, s | 55.67 |
55.46 |
56.10 |
0.398 | |
Dissection after DCB treatment | 40 (3.4) | 32 (4.1) | 8 (2.1) | 0.112 | |
Bail-out stenting | 21 (1.8) | 14 (1.8) | 7 (1.8) | 1.00 | |
IVUS | 109 (9.3) | 29 (3.7) | 80 (20.9) | ||
Periprocedural complications | 45 (3.9) | 37 (4.7) | 8 (2.1) | 0.028 | |
Device success | 1145 (98.2) | 769 (98.2) | 376 (98.2) | 1.00 | |
Lesion success | 1132 (97.1) | 752 (96.0) | 380 (99.2) | 0.004 | |
Procedural success | 1131 (97.0) | 751 (95.9) | 380 (99.2) | 0.003 |
Note: All data are presented as n (%) or mean
Abbreviations: SVD, small vessel disease; LVD, large vessel disease; DCB, drug-coated balloon; IVUS, intravenous-ultrasound.
After the DCB intervention, only a small number of patients developed clinical events such as TLF (30 [2.6%]), MI (12 [1.0%]), revascularization (65 [5.6%]), stroke (10 [0.9%]) and all-cause death (11 [0.9%]). In comparisons between two groups, there was no statistical difference in the LVD group in the risk of clinical outcomes in the model with adjustment of age, sex, current smoking, BMI, hypertension, diabetes mellitus, chronic kidney disease, prior MI, prior PCI, prior CABG, ACS, thrombotic lesion, chronic total occlusion, lesion length, dissection after DCB treatment, procedural success, and IVUS use (Table 4) (TLF: hazard ratio (HR) 1.41, 95% CI 0.58–3.44, p = 0.455; POCE: HR 1.29, 95% CI 0.76–2.20, p = 0.354; MI: HR 0.88, 95% CI 0.24–3.13, p = 0.837; revascularization: HR 1.22, 95% CI 0.68–2.21, p = 0.506; stroke: HR 0.78, 95% CI 0.03–15.26, p = 0.784). The KM plots revealed no significant difference in the risk of composite endpoint of TLF and POCE, as well as MI and revascularization between the two groups (Figs. 1,2,3,4, Supplementary Table 1).
All | SVD group ( |
LVD group ( |
Unadjusted HR (95% CI) | p value* | Adjusted HR (95% CI) | p value | ||
(n = 1166) | (n = 783) | (n = 383) | ||||||
Target lesion failure† | 30 (2.6) | 23 (2.9) | 7 (1.8) | 1.61 (0.69 to 3.75) | 0.265 | 1.41 (0.58 to 3.44) | 0.455 | |
Patient-oriented composite endpoint†† | 82 (7.0) | 59 (7.5) | 23 (6.0) | 1.24 (0.77 to 2.01) | 0.376 | 1.29 (0.76 to 2.20) | 0.354 | |
All-cause death | 11 (0.9) | 10 (1.3) | 1 (0.3) | 4.84 (0.62 to 37.84) | 0.096 | 2.20 (0.26 to 18.79) | 0.473 | |
Cardiac death | 4 (0.3) | 4 (0.5) | 0 (0.0) | NA | NA | NA | NA | |
Myocardial infarction | 12 (1.0) | 8 (1.0) | 4 (1.0) | 0.97 (0.29 to 3.22) | 0.958 | 0.88 (0.24 to 3.13) | 0.837 | |
Target vessel MI | 10 (0.9) | 7 (0.9) | 3 (0.8) | 1.14 (0.29 to 4.40) | 0.852 | 1.05 (0.25 to 4.44) | 0.948 | |
Any revascularization | 65 (5.6) | 45 (5.7) | 20 (5.2) | 1.09 (0.64 to 1.85) | 0.832 | 1.22 (0.68 to 2.21) | 0.506 | |
Ischemia-driven TVR | 33 (2.8) | 21 (2.7) | 12 (3.1) | 0.84 (0.42 to 1.71) | 0.637 | 0.80 (0.37 to 1.73) | 0.563 | |
Ischemia-driven TLR | 18 (1.5) | 12 (1.5) | 6 (1.6) | 0.98 (0.37 to 2.61) | 0.968 | 0.80 (0.29 to 2.25) | 0.674 | |
Stroke | 10 (0.9) | 7 (0.9) | 3 (0.8) | 0.97 (0.25 to 3.78) | 0.969 | 0.78 (0.03 to 15.26) | 0.784 |
The median follow-up duration was 2.0 years (interquartile range: 1.3 to 2.5).
p value*: p value for the unadjusted model; p
value
†Target lesion failure was defined as a composite of cardiac death, target vessel MI, or ischemia-driven TLR. ††Patient-oriented composite endpoint was defined as a composite of all-cause death, all MI, or any revascularization. Model adjusted for age, sex, current smoking, body mass index, hypertension, diabetes mellitus, chronic kidney disease, prior MI, prior PCI, prior CABG, acute coronary syndrome, thrombotic lesion, chronic total occlusion, lesion length, dissection after DCB treatment, procedural success, and IVUS use.
Abbreviations: SVD, small vessel disease; LVD, large vessel disease; HR, hazard ratio; MI, myocardial infarction; TVR, target vessel revascularization; TLR, target lesion revascularization; PCI, percutaneous coronary intervention; CABG, coronary artery bypass grafting; DCB, drug-coated balloon; IVUS, intravenous-ultrasound; NA, not applicable.
Kaplan-Meier curves of the risk of MI for patients in the groups of SVD (LVD = 0) and LVD (LVD = 1). Abbreviations: MI, myocardial infarction; SVD, small vessel disease; LVD, large vessel disease.
Kaplan-Meier curves of the risk of POCE for patients in the groups of SVD (LVD = 0) and LVD (LVD = 1). Abbreviations: POCE, patient-oriented composite endpoint; SVD, small vessel disease; LVD, large vessel disease.
Kaplan-Meier curves of the risk of revascularization for patients in the groups of SVD (LVD = 0) and LVD (LVD = 1). Abbreviations: SVD, small vessel disease; LVD, large vessel disease.
Kaplan-Meier curves of the risk of TLF for patients in the groups of SVD (LVD = 0) and LVD (LVD = 1). Abbreviations: TLF, target lesion failure; SVD, small vessel disease; LVD, large vessel disease.
In this multi-center study, we enrolled 1166 patients who received DCB treatment
and evaluated the application of the DCB-only strategy in treating de
novo coronary lesions in LVD. Two conclusions can be drawn from our study: (1)
DCB intervention is safe and practical in treating LVD lesions; (2) the risk of
clinical event rates (TLF and POCE) in patients with LVD was similar to that of
patients with SVD after DCB treatment. These results indicate that DCB-only
treatment is safe and efficient for large de novo coronary lesions with
diameters
DCB, a novel therapeutic strategy based on the rapid and homogenous transfer of anti-proliferative drugs from the balloon into the vessel wall without any remaining permanent stents, has been widely reported for its great clinical value in treating CAD. In a recent international DCB consensus, DCB-only percutaneous coronary intervention was thought to be a promising concept for treating coronary lesions and is recommended to be used in every lesion for any PCI [1].
DCB is increasingly regarded as a DES alternative option for various clinical situations. ISR lesion was the first lesion targeted by DCB. In 2018, Jensen et al. [9] performed a multicenter randomized control trial (RCT) that enrolled 229 patients with ISR in bare metal stents (BMS) or DES. Researchers observed that the rate of TLF between the DCB and DES groups was not significantly different and that the 6-month late lumen loss (LLL) in the DCB group was comparable to the DES group (p = 0.40). Similar conclusions were also reported by Unverdorben et al. [10]. Besides, several RCTs also focused on the effectiveness of DCB treatment for SVD lesions [3, 11, 12]. Specifically, in the BASKET-SMALL 2 study, 758 patients with de novo lesions in small coronary vessels were enrolled and randomly divided into the groups of DCB or DES. Scholars reported that DCB showed its similar efficacy and safety for SVD, as investigators found that LLLs were similar in the two groups and the risk of MACEs is also similar between the DCB and DES groups [3]. These results were also supported by several RCTs such as PICCOLETO [12] and the RESTORE SVD study [11], demonstrating the increased therapeutic value of DCB of treating coronary lesions in small vessels. In addition, recent research conducted in the PICCOLETO II study has reported the 3-year clinical outcomes, demonstrating a higher risk of major adverse cardiac events (MACEs) in patients with de novo lesions in SVD who were treated with DES compared to those treated with new-generation paclitaxel drug-coated balloons (DCB) alone. These findings provide further support for the feasibility and safety of DCB-only treatment and suggest a potential superiority of DCB in the management of SVD lesions [13]. Besides, DCB was further recommended in patients with diabetes mellitus [14], acute coronary syndrome [15, 16, 17], and high bleeding risk (HBR) [18].
Previous data concerning the therapeutic roles of DCB in LVD is scarce. Compared with small vessels, large coronary vessels have more smooth muscle fibers, which are more susceptible to vascular dissection or recoil, leading to adverse cardiac events such as acute occlusion or restenosis. For this reason, cardiologists still held doubts about the safety and practicality of the DCB-only intervention for de novo coronary lesions with large lumens. However, our study effectively addressed and alleviated this concern, as the rate of procedural success in the LVD group was statistically higher than that of the SVD group (LVD vs. SVD: 99.2% vs. 95.9%, p = 0.003), and the incidence of dissection after DCB was lower in the LVD group than that in the SVD group although there was no statistical difference between the groups (LVD vs. SVD: 2.1% vs. 4.1%, p = 0.112). Similar results were also reported by Yu et al. [5]. Similar to our research, their results showed increased safety of DCB intervention in treating LVD, as all participants with LVD received successful procedures and the rate of dissection after DCB intervention was lower than that in the SVD group (LVD vs. SVD: 28.3% vs. 35.7%, p = 0.112). The DCB-alone intervention in LVD also showed similar efficiency in the long-term clinical risk when compared with the SVD group. In addition to clinical events, scholars also showed that there was no significant difference between the SVD and LVD groups in LLL [19]. Similar results were also found in previous studies whose exclusion criteria did not include patients with LVD [16, 20]. These studies demonstrated that DCB-alone intervention is practical and safe in treating coronary large vessel lesions, however, it still lacks randomized data or prospective cohort studies, which will need to be performed.
Short-term dual antiplatelet therapy (DAPT) is an additional advantage of DCB for PCI. Basket small 2 sub-analysis focused on HBR patients and found that rates of major bleeding events were lower in patients treated with DCB when compared with patients treated with DES as the DCB groups received shorter DAPT treatment [3]. The therapeutic potential of DCB treatment in HBR patients was further demonstrated in the DEBUT study [20]. In addition, a low risk of vessel thrombosis with the DCB-only intervention was also determined by previous studies, even with only 1 month of DAPT [19, 21]. DAPT regimens for patients treated with DCB have not been formally recommended in guidelines. In our study, a 4-week DAPT was given to all patients, which was recommended based on expert opinion [1]. Specific numbers of bleeding or thrombotic events are not presented in our study, but there was no fatal case reported in our cohort. DCBs clinical value for HBR patients with CAD should be further investigated. In addition to DAPT, studies revealed that P2Y12 inhibitor monotherapy following 1–3 months DAPT yields comparable rates of adverse cardiac events and a reduced risk of major bleeding, irrespective of the complexity of the PCI. This suggests that P2Y12 inhibitor monotherapy might be a better anti-platelet therapy in patients undergoing PCI [22]. However, the full potential and value of P2Y12 inhibitor monotherapy has yet to be thoroughly investigated, and further studies are warranted to explore its clinical implications.
Several factors were found to be associated with an increased risk of poor prognosis. A recent individual patient data meta-analysis by De Luca et al. [23] demonstrated that severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection was independently linked to a higher risk of in-hospital death among patients undergoing PCI. Although our study included 373 patients during the COVID-19 pandemic, none of them were diagnosed with the SARS-CoV-2 infection, indicating no direct impact on the prognosis of these patients. However, given the potential risk factor that SARS-CoV-2 poses for poor prognosis in coronary heart disease, it should be given considerable attention, especially in the post-pandemic era.
The relationship between operator experience, procedural volume and clinical
outcomes has also been extensively studied for PCI, and the operator’s procedural
volume has been identified as a key factor influencing prognosis [24, 25].
Studies have demonstrated that PCI patients treated by operators with a high
procedural volume (
There are several limitations in the current study. First, as a real-world multi-center trial in a referral university hospital with complex PCI knowledge [29, 30], the operating capacities of DCB intervention in different centers are varied, which may influence the procedural and follow-up outcomes. Second, the outcomes of this study only focused on clinical events, but no anatomic outcomes were recorded. The lack of concrete conditions of target vessels described by LLL might weaken the level of evidence. Finally, this was not a randomized study. Further randomized and prospective studies are required to validate these conclusions.
This multicenter, prospective cohort study showed that the application of paclitaxel DCB alone in treating large coronary vessel disease is as safe and effective as that for small coronary vessel disease, with similar clinical events with a median follow-up of 2 years. Studies comparing the efficiency of DCB and DES in treating LVD in patients with CAD, and related RCT are necessary to further clarify the clinical role of DCB.
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
GFG, HYW and YJS researched data, contributed to discussion, and wrote, reviewed, and edited the manuscript. HX, DY, LF, HW, ZYZ, MY, YML, and ZJ researched data and reviewed and edited the manuscript. CGZ and KFD contributed to study design, wrote, reviewed and edited the manuscript. All authors approved the final version of the manuscript. All authors are the guarantors of this work and, as such, had full access to all the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.
The protocol of this study was approved by the notification of ethics committee of Fuwai Hospital. The approval number is 2021-1462. This study followed the Declaration of Helsinki. All participants provided written informed consent.
Not applicable.
This study is supported by The National High Level Hospital Clinical Research Funding (grant number: 2023-GSP-QN-34 and 2023-GSPRC-05), CAMS Innovation Fund for Medical Sciences (CIFMS) (grant number: 2021-I2M-1008), Yinyi (Liaoning) Biotech Co., Ltd. (grant number: T2021-ZX042), Beijing Health Promotion Association (grant number: 2020-ZX29), Dyslipidemia and Atherosclerosis Fund of China Heart House-China Cardiovascular Association (2017-CCA-Msdlipid-011), and Chinese Cardiovascular Association-V.G fund (grant number: 2017-CCAVG-017).
The authors declare no conflict of interest.
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