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The Journal of International Medical Research logoLink to The Journal of International Medical Research
. 2018 Oct 1;47(1):252–264. doi: 10.1177/0300060518800517

Beraprost sodium versus clopidogrel for preventing vascular thromboembolic events of arteriovenous fistula in uraemic patients: a retrospective study with a mean 3-year follow-up

Ziming Wan 1,*, Ying Zhu 2,*, Ruikun Yang 3, Yongjian Zhang 4,*, Chen Yang 5, Lei Cao 6,*, Wenjing Yan 7,*, Qi Wang 6,*, Ning Li 8,*, Mingdong Zhao 9,, Keke Gui 9, Min Xiong 9
PMCID: PMC6384486  PMID: 30270798

Short abstract

Objective

This study aimed to evaluate the efficacy of beraprost sodium (BPS) or clopidogrel (CL) using vascular thromboembolic events (VTEs) of arteriovenous fistula as a primary endpoint in patients with end-stage renal disease (ESRD) undergoing arteriovenous fistula surgery.

Methods

We performed a multicentre, retrospective cohort study from August 2012 to August 2016. We studied patients with ESRD who underwent arteriovenous fistula surgery and received peroral administration of 40 µg BPS, three times per day, for 1 month, or 75 mg CL (initial dose of 300 mg), one time per day, for 1 month. The time to first on-study VTE was the primary endpoint.

Results

The BPS-treated cohort had a significantly delayed time to first VTE compared with the CL-treated cohort (hazard ratio 0.33, 95% confidence interval 0.18–0.56). An increased incidence of VTEs was detected in the 1-month follow-up, with rates of 2.4% and 8.7% for BPS and CL, respectively. This difference persisted over time, with rates of 8.0% and 18.1% at the final follow-up, respectively.

Conclusion

CL-treated patients with ESRD have a greater risk of VTEs compared with BPS-treated patients. CL-treated patients also tend to experience a VTE within the first month after cessation of oral administration.

Keywords: Beraprost sodium, clopidogrel, arteriovenous fistula, vascular thromboembolic event, uraemia, end-stage renal disease

Introduction

Uraemia is a potent risk factor for inducing vascular thromboembolic events (VTEs). VTEs manifest as endovascular thrombosis following interventions for arteriovenous fistula, and only inadequate antithrombotic medications pose a greater risk. Uraemia independently increases the risk of thrombosis by four to eight fold, implicating renal failure-specific prothrombotic mediators.14 The estimated incidence of end-stage renal disease (ESRD) in China in 2017 was 300,00 patients, of whom almost 60% eventually died, which is partially related to common delays in diagnosis. Intervention for arteriovenous fistula, which is regarded as a lifeline of patients with ESRD, establishes permanent vascular access for these patients.5,6 In recent years, the use of artificial blood vessels and semi-permanent tube surgery in patients with ESRD has rapidly developed.7,8 However, this method has short-term effects, increased complications, and is expensive. Therefore, there has been an increase in these patients’ mental and economic burden, which can have serious effects on their quality of life.9,10 Previous studies have shown that the failure rate of intervention for arteriovenous fistula is 20% to 54%, mainly due to thrombosis, non-maturation, and mature obstruction of arteriovenous fistula.11,12 The incidence of thrombus in arteriovenous fistula is more frequent within 30 days after surgery.7 Previous studies have provided proof-of-concept that vascular access dysfunction is a major cause of morbidity and hospitalization in patients with uraemia, and this can be attributed to venous stenosis caused by neointimal hyperplasia after vascular access surgery.11 Thrombosis caused by stenosis of an internal fistula in the forearm is common in the 3- to 4-cm venous end of the internal fistula.8,9 Although several studies have advocated a characteristic of pharmacological agents, including anti-platelet drugs in preventing thrombosis, these studies have provided inconsistent findings.13 Recently, pharmacological agents have been recommended to be used to decrease neointimal hyperplasia for improving vascular access patency in patients with uraemia on haemodialysis.13,14 Among these agents, beraprost sodium (BPS), which is an oral compound synthesized as a prostacyclin (prostaglandin I2) derivative, shows strong anti-platelet activity (reduction in platelet aggregation and blockade of platelet adhesion). BPS is used to maintain vascular access patency because it inhibits neointimal formation after vascular surgery.1517 However, whether BPS can maintain vascular access patency in patients with uraemia on haemodialysis is unknown.16,18 Clopidogrel (CL), which is an antithrombotic medication, is successfully used in preventing arteriovenous fistula failure caused by thrombosis. However, patients with uraemia on CL have increased vascular risk factors.19,20 Previous randomized, controlled trials that compared CL with a placebo showed that patients with uraemia on CL have reduced rates of arteriovenous fistula thrombosis.11,21

To the best of our knowledge, direct comparison between BPS and CL has infrequently been described in the published literature.8,11 Conventional antithrombotic medications have reduced effectiveness in patients with uraemia and thrombotic complications or the occurrence of VTEs. BPS and CL are promising options to reduce these uraemia-related thrombotic complications or occurrence of VTEs. However, several unanswered questions remain. This study aimed to evaluate the efficacy of BPS or CL, with the time to the first VTE of arteriovenous fistula as the primary endpoint, in patients with uraemia who underwent arteriovenous fistula surgery in an Asian population. We ultimately hope to provide a reference for clinical treatment.

Materials and methods

Setting

We followed the reporting guidelines for observational studies in the STROBE guidelines for this retrospective, comparative study. The study was approved by the institutional ethics review boards (the First Affiliated Hospital of Sun Yat-sen University, Jinshan Hospital, Fudan University, and the First Affiliated Hospital of Chongqing Medical University). An exemption for informed consent was obtained from these institutional ethics review boards.

Study population

We retrospectively collected data of 367 patients with ESRD who were diagnosed as having ESRD in line with standard criteria.21 The patients were admitted to three hospitals from August 2012 to August 2016. The criteria that were used to decide on creation of arteriovenous fistula were based on previous literature.14 The type of drug treatment that a patient received depended on power analysis before the study. The inclusion criteria were as follows: age of 20 to 95 years; either sex; patients with ESRD requiring maintenance haemodialysis; access to the cephalic vein fistula via end-to-side anastomosis of the radial artery, which was performed according to acceptable surgical techniques as previously described;22 and a diameter of the fistula anastomosis of 7 to 10 mm. Further, the patients underwent dialysis three times/week for 3 to 4 hours using heparin or low-molecular-weight heparin anticoagulation. After dialysis, proper compression (no bleeding and palpable tremor) of the puncture point was performed for 15 to 20 minutes. Preoperative evaluation (physical with duplex scanning) was performed in all patients. Within 1 month before surgery, no anticoagulant or vasodilator was used in any patient. All of the patients underwent arteriovenous fistula surgery under general anaesthesia. The patients received peroral administration of 40 µg BPS (Beijing Ted Pharmaceutical Co., Ltd., China, drug specification: 20 µg) three times per day16,18 for 1 month or 75 mg CL (initial dose of 300 mg; Hangzhou Sanofi Pharmaceutical Co., Ltd., Hangzhou, China, drug specification: 75 mg) once per day for 1 month.19,20 BPS or CL was applied on the day before surgery. The main exclusion criteria were as follows: incomplete data; previous use of the study drug (BPS or CL) or any anticoagulant drug that affects coagulation function during 3 months before surgery; non-healed or planned surgery; combined severe infection; severe liver disease; chemotherapy for other diseases; cardio-cerebrovascular diseases; circulatory system diseases; malignant tumours; further deterioration of the kidneys during anticoagulation drug treatment or during the follow-up period; modification, discontinuation or interruption of BPS or CL treatment; lactating and pregnant patients; life expectancy < 1 year; co-occurring mental illness; and an American Society of Anesthesiologists score of IV or V.

Definitions of main descriptive variables

Duplex scanning of VTEs, which was confirmed by a chief physician of the Ultrasound Department, was carried out within 1 week, every 2 weeks thereafter, and at the final follow-up. VTEs were defined as an interruption of blood flow due to thrombus or anastomotic stenosis, which was confirmed by duplex scanning. An independent review committee that was masked to the study group adjudicated whether the VTEs were due to thrombus or anastomotic stenosis (or attributable to investigation of suspected VTEs) to compare the incidence of VTEs between groups. Primary patency, strong tremors, and a strong vascular murmur at the anastomotic location were defined as occurring from the interval from the time of access placement to any intervention that was required to maintain or re-establish patency. Patency was assessed by duplex scanning. If the internal diameter of the venous vessels was ≥5 mm, it could meet the requirements of dialysis. In contrast, if the internal diameter was < 5 mm, the fistula tended to be blocked. The success rate of the internal fistula = patency number/total number × 100%.

Statistical analysis

Continuous data are presented as the mean and standard deviation or as the median and quartiles. Comparisons between the two groups were performed using Pearson’s chi-square test (Fisher’s exact test was used when necessary) or the Mann–Whitney U test for continuous variables. The time to first on-study VTE of vascular access was compared using Kaplan–Meier analysis and the log-rank test. The analyses were based on the data up to the primary analysis cut-off. All P values were two sided and a P value < 0.05 was used as the threshold for statistical significance. IBM SPSS Statistics for Windows, version 24.0 (IBM Corp., Armonk, NY, USA) was used to conduct all analyses.

Results

Patients’ characteristics

After the exclusion criteria were applied, 252 cases of uraemia were identified among 367 consecutive patients with uraemia who underwent arteriovenous fistula surgery and received peroral administration of 40 µg BPS or 75 mg CL (initial dose of 300 mg) (Figure 1). These cases included 125 patients with a mean age of 43.7 ± 7.24 years who received peroral administration of 40 µg BPS. There were 127 patients with a mean age of 44.1 ± 8.11 years who received peroral administration of 75 mg CL (initial dose of 300 mg). The patients’ demographics are shown in Tables 1 and 2. There were no significant differences in the proportion of patients with medical diseases (i.e., hypertension, diabetes mellitus, or peripheral vascular diseases) between the groups after initiation of drug prevention (Table 1). There were also no significant differences in laboratory parameters between the groups (Table 2). The mean duration at the cut-off date of the primary analysis was 36.2 months (interquartile range: 36–38) and 36.8 months (interquartile range: 36–38) for the BPS- and CL-treated cohorts, respectively.

Figure 1.

Figure 1.

Flow diagram showing methods for identifying studies to assess the efficacy of BPS or CL using VTEs of arteriovenous fistula as the primary endpoint. Patients with ESRD who underwent arteriovenous fistula surgery in an Asian population were studied. BPS: beraprost sodium; CL: clopidogrel; VTEs: vascular thromboembolic events; ESRD: end-stage renal disease.

Table 1.

Comparison of patients’ demographics between the groups.

Variable BPS (n = 125) CL (n = 127) P value
Age (years) 0.70a
20–39 37 35
40–59 47 48
60–79 26 28
80–95 15 16
Sex (n), M/F 64/61 65/62 1.00b
Current smoker (n) 33 37 0.63b
Systolic BP (mmHg) 153.12 ± 21.32 152.76 ± 25.63 0.26c
Diastolic BP (mmHg) 90.17 ± 15.46 89.72 ± 16.84 0.10c
Causes of end-stage renal disease (n) 0.82a
 Diabetes mellitus 34 36
 Chronic glomerulonephritis 49 44
 Hypertension 22 25
 Others 20 22
Access flow rate (mL/minute) 962 ± 537 954 ± 671 0.29c
eGFR (mL/minute/1.73 m2) 12.21 ± 2.71 12.18 ± 2.95 0.53c
BUN (mg/dL) 41.81 ± 13.57 42.10 ± 12.16 0.13c
Hb (g/dL) 9.91 ± 1.61 10.15 ± 2.18 0.29c
Creatinine (mg/dL) 11.17 ± 2.35 10.93 ± 2.69 0.41c
Dialysis duration with respective access (months) 14.61 ± 6.92 14.57 ± 7.01 0.37c
Urea kinetics, single-pool Kt/V# 1.82 ± 0.53 1.83 ± 0.49 0.35c
Type of dialysis (n) 0.66b
 Haemodialysis 123 124
 Peritoneal dialysis 2 3
Haemodialysis duration (months) 31.46 ± 7.36 31.24 ± 6.53 0.14c
ASA level 0.80a
 1 45 44
 2 49 50
 3 31 33
Ambulatory status (n) 0.45a
 Normal walking 113 111
 Walking with assistive devices 12 16
 Completely restricted walking 0 0
Diabetes mellitus
 Duration (years) 21 (13–25) 20 (12–26) 0.11c
 Type 2 (n) 19 21 0.77b
 Insulin use (n) 11 14 0.57b
HMG-CoA reductase inhibitors (n) 32 35 0.73b
ACEIs or ARBs (n) 27 29 0.81b
Beta-blockers (n) 23 26 0.68b
Calcium channel blockers (n) 17 19 0.76b
Aspirin (n) 37 39 0.85b
Erythropoietin, Unit/kg/week 142 ± 71 143 ± 69 0.43c
BMI (kg/m2) 25.23 ± 3.71 25.15 ± 4.42 0.17c
BMD −2.34 ± 0.26 −2.35 ± 0.11 0.28c
Diuretics (n) 43 44 0.97b
Personal history of VTEs (n) 11/125 12/127 0.86b
Family history of VTEs (n) 13/125 15/127 0.72b

Values are mean ± standard deviation or median and interquartile range. aAnalysed using the Mann–Whitney test; banalysed using the chi-square test; canalysed using the independent samples t-test. #K: dialyzer blood urea clearance in L/h; t: dialysis session length in hours; V: urea distribution volume in litres. BPS: beraprost sodium; CL: clopidogrel; M: male; F: female; BP: blood pressure; eGFR: estimated glomerular filtration rate; BUN: blood urea nitrogen; Hb: haemoglobin; ASA: American Society of Anesthesiologists; ACEIs: angiotensin-converting enzyme inhibitors; ARBs: angiotensin II receptor blockers; HMG-CoA: 3-hydroxy-3-methylglutaryl-coenzyme A; BMI: body mass index; BMD: bone mineral density; VTEs: vascular thromboembolic events.

Table 2.

Comparison of laboratory data between the two groups.

Laboratory data BPS (n = 125) CL (n = 127) P value
Platelets, ×1000/mm3 173 ± 52 168 ± 67 0.12a
White blood cells, /mm3 7583 ± 1458 7402 ± 1772 0.35a
Haemoglobin, g/dL 11.12 ± 0.43 10.81 ± 0.26 0.17a
Serum albumin, g/dL 3.15 ± 0.26 2.99 ± 0.75 0.22a
Phosphate, mg/dL 4.92 ± 0.47 5.10 ± 0.93 0.37a
Uric acid, mg/dL 9.21 ± 2.04 8.92 ± 1.52 0.41a
Total cholesterol, mg/dL 132 ± 46 136 ± 35 0.20a
Triglycerides, mg/dL 100 (76–144) 99 (74–147) 0.37a
Ferritin, ng/mL 170 (111–347) 172 (122–352) 0.45a
Haemoglobin A1c, % 5.11 ± 1.22 4.97 ± 1.84 0.72a
Low-density lipoprotein cholesterol, mg/dL 74 ± 16 76 ± 13 0.24a
High-density lipoprotein cholesterol, mg/dL 42 ± 11 44 ± 16 0.28a
Total calcium, mg/dL 126 ± 23 128 ± 16 0.36a
Parathyroid hormone, pg/mL 134 (100–186) 137 (97–192) 0.51a
Bicarbonate, mEq/L 26.40 ± 2.73 25.92 ± 2.25 0.33a
Transferrin saturation, % 20 (19–27) 22 (18–25) 0.76a

Values are mean ± standard deviation or median and interquartile range. aAnalysed using the independent samples t-test. BPS: beraprost sodium; CL: clopidogrel.

Incidence and risk of VTEs

The incidence rate of the first on-study VTEs in the BPS-treated cohort was significantly lower than that in the CL-treated cohort (8.0% [10/125] versus 18.1% [23/127], P = 0.02) (Table 3). The mean time to the first on-study VTE was 2.7 months (95% confidence interval [CI] 14.3–45.3) and 1.5 months (9.9–45.6 months) for the BPS- and CL-treated cohorts (hazard ratio [HR] 0.31, 95% CI 0.24–0.67; P = 0.001). There was an appreciably delayed time to first on-study VTE in the BPS-treated cohort compared with the CL-treated cohort (HR 0.33, 95% CI 0.18–0.56; P = 0.001).

Table 3.

Comparison of the incidence of VTE between the two groups.

Variable BPS (n = 125) CL (n = 127) P value
Total incidence of VTEs 10/125 23/127 0.02
Incidence of VTEs
 Within the first month 3/125 11/127 0.03
 Within the second month 4/125 4/127 0.98
 From the third month to  the final follow-up 3/125 8/127 0.13

Values were analysed using the chi-square test. BPS: beraprost sodium; CL: clopidogrel; VTEs: vascular thromboembolic events.

The BPS-treated cohort had a lower occurrence of first on-study VTEs compared with the CL-treated cohort at the final follow-up (10 versus 23, P = 0.02). Within the first month after the end of CL therapy, 11 (11/23) patients suffered from a VTE. Within the second month after the end of CL therapy, four (4/23) patients suffered from a VTE and eight (8/23) patients suffered from a VTE from the third month to the final follow-up. VTEs mainly occurred within the first month after cessation of oral administration. There was a time distribution characteristic (tended to suffer from a VTE within the first month) in the occurrence of VTEs after the end of CL therapy. In contrast, the occurrence of VTEs and the time after the end of BPS therapy failed to show obvious distribution characteristics. Within the first month after the end of BPS therapy, three (3/10) patients had a VTE. Within the second month after the end of BPS therapy, four (4/10) patients had a VTE and three (3/10) patients had a VTE from the third month to the final follow-up. BPS reduced the risk of a first on-study VTE by 47% compared with CL (HR 0.22, 95% CI 0.15–0.29; P = 0.001) (Figure 2). The risk of a first on-study VTE in the CL-treated cohort was approximately three times higher than that in the BPS-treated cohort (HR 3.14 [17.53/5.58], P = 0.001) (Table 4).

Figure 2.

Figure 2.

Kaplan–Meier estimates of VTEs of arteriovenous fistula between the groups. At the final follow-up, the incidence of VTEs was higher in the CL group than in the BPS group (P = 0.001). VTEs: vascular thromboembolic events; BPS: beraprost sodium; CL: clopidogrel.

Table 4.

VTE risk ratio between the two groups.

Variable BPS (n = 125) CL (n = 127) P value
HR (95% CI) for total VTEs 5.58 17.53 0.001
(3.25–14.37) (2.54–22.14)
HR (95% CI) for VTEs
 Within the first month 3.33 8.27 0.003
(1.21–6.67) (1.49–15.11)
 Within the second month 32.54 36.76 0.151
(5.43–154.86) (6.24–97.44)
 From the third month 36.64 37.32 0.221
  to the final follow-up (4.65–83.31) (3.12–88.34)

VTEs: vascular thromboembolic events; BPS: beraprost sodium; CL: clopidogrel; HR: hazard ratio; CI: confidence interval.

Discussion

In our study involving patients with ESRD, the most important finding was that CL-treated patients with uraemia had an increased risk of VTEs. Additionally, CL-treated patients had more VTEs within the first month after cessation of oral administration compared with BPS-treated patients.

A recently published study on preventing VTEs in patients with uraemia suggested that factors, such as advanced age, hypertension, anaemia, arteriosclerosis, abnormal lipid metabolism, and accumulation of uraemic toxins in the body, could result in a patient’s poor vascular elasticity and vascular endovascular stenosis.23 During surgery, traction of the arteries can lead to postoperative vasospasm, decreased blood flow, and endovascular damage.24,25 These factors contribute to formation of thrombus after fistula formation, which results in failure of internal fistula function.14 A recent study reported by Kim et al.26 showed that BPS could improve the success rate of arteriovenous fistula in older patients and the efficacy was improved. Furthermore, previous studies have shown that several vascular anti-proliferative agents (including dipyridamole, statins, and fish oil) that affect the patency rate of arteriovenous fistula have the potential for benefits in anti-neointimal hyperplasia patients on haemodialysis. Additionally, the proportion of patients with diabetic nephropathy who undergo maintenance haemodialysis is increasing every year.27 Patients with diabetic nephropathy are more prone to developing thrombosis and other complications because of their poor blood flow, difficulty in establishing arteriovenous fistula, tendency to merge metabolic disorders, malnutrition, vascular sclerosis, increased release of von Willebrand factor, platelet aggregation, or vascular endothelial cell injury.2730

BPS has the advantages of a stable structure, long half-life, and convenient oral administration. BPS is mainly used in clinical treatment of lower extremity arteriosclerosis occlusion diseases, pulmonary hypertension, diabetic peripheral neuropathy, and diabetic nephropathy.17,28 The curative effect of BPS is distinct.28 Prostacyclin can be combined with prostacyclin receptors on platelets and vascular smooth muscle and activates adenylate cyclase. Prostacyclin increases intracellular adenosine monophosphate concentrations, and inhibits the influx of calcium and production of thromboxane A2, which can play a role in anti-platelet aggregation and dilating blood vessels.18,2628 Prostaglandin E1 is produced by vascular endothelial cells, and can regulate calcium activity of vascular smooth muscle and prevent noradrenaline release from sympathetic nerve terminals to dilate blood vessels. Prostaglandin E1 also has the effects of inhibiting platelet aggregation, protecting vascular endothelial cells, and preventing atherosclerosis.31,32 Additionally, prostaglandin E1 has an obvious targeting distribution to damaged vessels. This can improve vasospasm of the radial artery, increase blood flow of an internal fistula, and promote maturation of an internal fistula.31,32

Thrombosis is the major cause of failure of arteriovenous fistulas in patients on haemodialysis.8,14 Formation of vortices induced by vascular intimal injury at the anastomotic site promotes adhesion of monocyte macrophages, which exacerbates the vicious cycle of fibrosis and atherosclerosis.5,14 In turn, formation of haematomas and local infection make the local injury site difficult to repair, thereby having a detrimental effect on the patency of blood vessels.26 CL, which is an inactive prodrug, is converted into active components by the cytochrome P4503A4 enzyme. The cytochrome P4503A4 enzyme can selectively inhibit binding of adenosine diphosphate with its platelet membrane receptor. Ultimately, CL prevents fibrinogen from binding to glycoprotein receptors.11 In addition to adenosine diphosphate, CL can inhibit platelet aggregation induced by other agonists by blocking expansion of platelet activation caused by adenosine diphosphate.11,20 Additionally, CL has a certain anti-inflammatory effect and can effectively reduce thrombosis.21

BPS compared with CL in prevention of VTEs in patients with uraemia and ESRD has been the focus of several previous studies.8,14,25 However, potential disadvantages in the majority of these studies are the relatively small sample size and/or short-term follow-up. Consequently, making conclusions about the relative superiority of one drug over the other using the time to first on-study VTE as the primary outcome might be incorrect. Chue et al.32 showed that, in patients with ESRD, BPS was inferior to CL in delaying the time to first on-study VTE (HR 1.43; P = 0.001). However, Coleman et al.13 further assessed the finding from Chue et al’s.32 study and showed that the rate of VTEs was 9% (n = 108) for BPS versus 11% (n = 110) for CL. BPS delayed the first on-study VTE by 19% versus 11% for CL (HR, 0.33; 95% CI, 0.21–0.76; P = 0.022). In our study, the VTE rate in the CL-treated cohort was considerably higher than that in the BPS-treated cohort, regardless of whether the evaluation was performed during drug use, after the cessation of drug use, or during the follow-up period. The incidence of VTEs in the BPS- and CL-treated cohorts was 8.0% (10/125) and 18.1% (23/127), respectively, at the final follow-up. These values were not higher than 19.2% (10-month follow-up) and 22.7% (16-month follow-up) in other studies.14,30

Our study has certain limitations that should be considered in the interpretation of our results. First, this study was retrospective in nature with the inherent limitations of retrospective studies. These limitations include the quality of imaging at different centres and variable follow-up of patients. However, we collected data accurately via chart review and electronic records. Second, this study had a small sample size, it was a double-centre study, and the population was largely limited to patients with uraemia who underwent arteriovenous fistula for the first time. Therefore, our findings might not be applicable to general populations of patients with uraemia, such as those who received arteriovenous fistula for the second time. Third, we had no data on important risk factors, such as smoking status, blood pressure, and lipoproteins. Fourth, the analyses did not eliminate imperceptible VTEs that occurred before the endpoint, although the study was powered to detect differences in VTEs.

At the time of the cut-off date for this analysis, we conclude, as expected, that BPS significantly reduced the risk of VTEs compared with CL in patients with uraemia, regardless of whether the patients were followed for 3 years or less. This finding provides further evidence of the superior ability of BPS to prevent VTEs versus CL. Further investigation of the long-term use of BPS and CL is necessary.

Declaration of conflicting interest

The authors declare that there is no conflict of interest.

Funding

Funding for this research was received from the Shanghai Municipal Health and Family Planning Commission Fund Project (201640057) and the Natural Science Foundation of China (81770876, 81270011, 81472125).

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