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. 2019 Dec;8(6):641–650. doi: 10.21037/tau.2019.11.19

Prevalence, clinicopathological features, and prognosis in upper tract urinary carcinoma patients with severe preoperative chronic kidney disease

Zhengqing Bao 1,2,3,#, Yicong Du 1,2,3,#, Yiming Yuan 1,2,3,4,#, Yuze Zhu 1,2,3,5, Cheng Qian 1,2,3, Yonghao Zhan 1,2,3, Dong Fang 1,2,3,4, Gengyan Xiong 1,2,3, Lei Zhang 1,2,3, Xuesong Li 1,2,3,, Liqun Zhou 1,2,3,
PMCID: PMC6987590  PMID: 32038960

Abstract

Background

Studies regarding the prevalence and factors associated with severe pre-operative chronic kidney disease (CKD) in upper tract urinary carcinoma (UTUC) patients were rare due to the low prevalence of UTUC. We conducted the present study to investigate the prevalence, clinicopathological features, and prognosis in UTUC patients with severe preoperative CKD.

Methods

The study included 731 patients with UTUC treated with radical nephroureterectomy (RNU) in a large Chinese center. Estimated glomerular filtration rate (eGFR) was calculated by re-expressed Modification of Diet in Renal Disease (MDRD) formulas for the Chinese population. Severe preoperative CKD was defined as CKD stage 4–5 (eGFR <30 mL/min). Relationships of CKD stage 4–5 with clinicopathological characteristics, overall survival (OS), cancer-specific survival (CSS), contralateral recurrence-free survival and intravesical recurrence (IVR)-free survival were analyzed.

Results

A total of 73 (10.0%) patients presented severe preoperative CKD in this cohort. Multivariate logistic analysis indicated that female gender (OR =1.791; 95% CI: 1.018–3.150; P=0.043), lower BMI (OR =0.452; 95% CI: 0.262–0.778; P=0.004), concomitant bladder tumor (OR =2.944; 95% CI: 1.360–6.373; P=0.006), lower pathological T stage (OR =0.578; 95% CI: 0.339–0.984; P=0.043), tumor necrosis (OR =2.764; 95% CI: 1.411–5.416; P=0.003), and exposure of aristolochic acid (AA) (OR =3.115; 95% CI: 1.536–6.316; P=0.002) were significantly related to severe CKD. Multivariate Cox’s regression analysis showed that severe preoperative CKD was significantly associated with worse OS (HR =1.840; 95% CI: 1.150–2.944; P=0.011) and worse contralateral recurrence-free survival (HR =3.269; 95% CI: 1.607–6.650; P=0.001), while no statistical difference in terms of CSS or IVR-free survival were noticed.

Conclusions

Female gender, lower BMI, concomitant bladder tumor, lower pathological T stage, exposure of AA, and tumor necrosis were independently associated with severe preoperative CKD in UTUC patients. UTUC patients with severe preoperative CKD possess worse OS and higher possibility of contralateral upper urinary tract recurrence.

Keywords: Chronic kidney disease (CKD), upper tract urinary carcinoma (UTUC), radical nephroureterectomy (RNU), overall survival (OS), contralateral recurrence-free survival

Introduction

Upper tract urinary carcinoma (UTUC) is any carcinoma that arises from the urothelium of the urinary tract from the renal pelvis to the distal ureter. UTUC is relatively rare, with an approximate annual incidence of 1–2 cases per 100,000, and it accounts for only 5% to 10% of all urothelial carcinomas (1,2). However, UTUC has a high incidence in China and is often complicated by chronic kidney disease (CKD), possibly related to exposure to aristolochic acids (AA) (3,4). It is generally acknowledged that radical nephroureterectomy (RNU) with excision of the bladder cuff is the standard procedure for the patients with UTUC (5-7). Nevertheless, chances are that kidney function is compromised due to solitary kidney, and renal replacement therapy (kidney transplant or dialysis) is the inevitable outcome for certain patients.

Only a few studies have reported the prevalence and factors associated with baseline kidney function in UTUC patients because of the low prevalence of UTUC. It was reported that the prevalence of preoperative CKD was much higher in UTUC patients than in the normal Chinese population and patients with end-stage renal disease had a higher risk for UTUC, and the tumor stage and tumor grade of UTUC increased with the severity preoperative CKD stage (8). However, few articles focused on the population of patients with severe preoperative CKD (eGFR <30 mL/min), which faces a much higher probability of renal replacement therapy due to the decline in renal function after surgery. Therefore, we conducted the present study to investigate the prevalence, clinicopathological features, and prognosis in UTUC patients with severe preoperative CKD.

Methods

Patient enrollment and evaluation

Between January 2002 and December 2011, 883 consecutive patients diagnosed histologically with UTUC received surgical treatment in the Department of Urology, Peking University First Hospital. One hundred and fifty-two patients were excluded from this study because of missing follow-up data (n=74); accompanying other malignancies (n=6); receiving other treatment than RNU (n=72). Finally, 731 patients were enrolled. All patients underwent standard RNU with bladder cuff resection through an extravesical approach. In the extravesical technique, the intramural portion of the ureter was completely dissected. With gentle traction on the ureter, a right-angle clamp or stapler was used to transect the distal ureter with its bladder cuff. The bladder was also closed with a two-layer suture. Routine lymph node dissection was performed when enlarged lymph nodes were found by preoperative imaging or intraoperative observation. The status of those patient who did not received lymph node dissection was defined as pNx.

eGFR was calculated using re-expressed Modification of Diet in Renal Disease (MDRD) formulas modified based on the Chinese population [eGFR (mL/min/1.73 m2) =175 × Scr-1.234 × age-0.179 (×0.79 if female)] (9). CKD stage was determined by the criterion provided by the American National Kidney Foundation. Severe preoperative CKD was defined as CKD stage 4–5 (eGFR <30 mL/min). Exposure to AA was defined as a history of long-term exposure (>3 months) of intermittent intake of regular doses of AA-containing traditional Chinese medicine. Staging was assessed according to the 2002 Union for International Cancer Control (UICC) TNM classification guidelines. Tumor grade was determined by the Word Health Organization (WHO) classification of 1973. Tumor multifocality was defined as the synchronous presence of two or more pathologically confirmed macroscopic tumors in the upper tract. Bilateral UTUC was defined as bilateral urothelial carcinoma on preoperative imaging, and the imaging result was confirmed using pathology. The clinical and histological characteristics were reviewed and collected from an electronic database of the patients’ medical records.

For patients who were followed at our institute, the follow-up regimen included cystoscopy every 3 months for the first 3 years. The cystoscopy intervals were extended to 1 year thereafter. Chest X-ray, urine cytology, serum creatinine test, and abdominal ultrasound or CT/MRI were performed at the same time.

New contralateral was defined as urothelial carcinoma in the contralateral upper urinary tract that was confirmed by pathology or positive urine cytology plus direct visualization of the tumors by endoscopy or conclusive imaging study. Intravesical recurrence (IVR) was defined as finding a subsequent bladder tumor during cystoscopy, and it was confirmed by pathology (10). Cancer-specific survival (CSS), contralateral recurrence-free survival and IVR-free survival were determined at the last follow-up based on the examination results. Overall survival (OS) was determined by a review of the patients’ medical records and from the Chinese National Statistical Office database.

Statistical analysis

All the data were analyzed by SPSS 22.0 (IBM Corp, Armonk, NY, USA). Pearson’s test and the Chi-square test were used to determine the distribution of categorical variables, and the Mann-Whitney U test was used for continuous variables. Multivariate logistic regression was used to calculate the predictive factors. Univariate analysis using the log-rank test and multivariate analysis using Cox’s proportional hazard regression model were used. Only those variables that were identified as significant in the univariate analysis were included in the multivariate analysis. All reported P values were 2 sided with statistical significance considered at P<0.05.

Results

Clinical and histological characteristics

The patients included 319 (43.6%) men and 412 (56.4%) women with an average age of 66 [20–90] years [a median age of 69 (IQR 60–75)] at the time of surgery. In all, 73 patients suffered from severe CKD (eGFR <30 mL/min), while 658 patients had CKD stage 3 or less (eGFR ≥30 mL/min). Forty-seven (64.4%) of the patients with severe CKD suffered from renal function decrease with a median decreased eGFR of 2.31 (IQR 0.90–4.90) mL/min and 54 (74.0%) of them underwent dialysis after surgery. In our cohort, 98 (13.4%) patients received lymph node dissection with a median lymph node number of 3 (IQR 2–6) and a mean number of 4.6 (range, 0–31). 50 of them were pN+ with a median positive lymph node number of 1 (IQR 0–1) and a mean number of 1.4 (range, 0–23). The status of those patient who did not received lymph node dissection was defined as pNx. The ratio of pNx vs. pN+ was 633 vs. 50.

The patient clinical and histological data, stratified according to the CKD stage, are shown in Table 1 and Table S1. The univariate analysis indicated that patients with severe CKD tended to be female (P=0.007) and to have lower body mass index (BMI) (P=0.003), synchronous bilateral tumors (P=0.001), concomitant bladder tumor (P<0.001), multifocal upper tract tumors (P=0.001), lower pathological T stage (P=0.038), exposure of AA (P<0.001), and tumor necrosis (P<0.001). In multivariate logistic regression, after controlling for clinical factors, female gender (OR =1.791; 95% CI: 1.018–3.150; P=0.043), lower BMI (OR =0.452; 95% CI: 0.262–0.778; P=0.004), concomitant bladder tumor (OR =2.944; 95% CI: 1.360–6.373; P=0.006), lower pathological T stage (OR =0.578; 95% CI: 0.339–0.984; P=0.043), tumor necrosis(OR =2.764; 95% CI: 1.411–5.416; P=0.003), and exposure of AA (OR =3.115; 95% CI: 1.536–6.316; P=0.002)were still significantly related to severe CKD.

Table 1. Univariate and multivariate analyses of the correlations between CKD stages 4–5 and clinical and histological characteristics in patients with UTUC.

Variables Groups Overall Univariate analyses Multivariate analyses
N (%) P OR (95% CI) P
Gender Male 319 21 (6.6) 0.007* 1.791 (1.018–3.150) 0.043*
Female 412 52 (12.6)
Age, years ≤66 317 30 (9.5) 0.680
>66 414 43 (10.4)
BMI ≥24.4 351 23 (6.6) 0.003* 0.452 (0.262–0.778) 0.004*
<24.4 380 50 (13.2)
Smoking No 589 62 (10.5) 0.321
Yes 142 11 (7.7)
History of DM No 605 62 (10.2) 0.605
Yes 126 11 (8.7)
History of HT No 440 45 (10.2) 0.789
Yes 291 28 (9.6)
History of CHD No 638 59 (9.2) 0.081
Yes 93 14 (15.1)
Multifocality No 567 45 (7.9) 0.001* 1.487 (0.735–3.006) 0.270
Yes 164 28 (17.1)
Bilateral No 707 66 (9.3) 0.001* 1.445 (0.503–4.150) 0.494
Yes 24 7 (29.2)
Concomitant BT No 626 50 (8.0) <0.001* 2.944 (1.360–6.373) 0.006*
Yes 105 23 (21.9)
Largest tumor location Ureter 341 27 (7.9) 0.081
Pelvis 390 46 (11.8)
Hydronephrosis No 338 30 (8.9) 0.353
Yes 393 43 (10.9)
Largest tumor size, cm <3.4 408 47 (10.5) 0.567
≥3.4 283 26 (9.2)
Architecture Papillary 578 63 (10.9) 0.109
Sessile 153 10 (6.5)
Pathological T stage Ta-T1 260 34 (13.1) 0.038* 0.578 (0.339–0.984) 0.043*
T2-T4 471 39 (8.3)
Tumor grade G1-2 445 41 (9.2) 0.385
G3 286 32 (11.2)
Status of LN N0 674 68 (10.1) 0.984
N1 50 5 (10.0)
Hemorrhage No 705 68 (9.6) 0.109
Yes 26 5 (19.2)
Necrosis No 648 55 (8.5) <0.001* 2.764 (1.411–5.416) 0.003*
Yes 83 18 (21.7)
Exposure of AA No 678 58 (8.6) <0.001* 3.115 (1.536–6.316) 0.002*
Yes 53 15 (28.3)

*, statistically significant. BMI, body mass index; DM, diabetes mellitus; HT, hypertension; CHD, chronic heart disease; BT, bladder tumor; LN, lymph node; AA, aristolochic acid.

Predictive role on oncologic outcomes

The median follow-up duration of this cohort of patients was 44 (IQR 12–155) months. In all, 160 (21.9%) patients died, and 133 (18.2%) died of urothelial cancer. In the cohort of patients with severe CKD, 25 (34.2%) patient died. Seventeen (23.3%) patients died of UTUC, and 8 (11.0%) patients died from life in dialysis or other reasons. Moreover, new contralateral UTUC occurred in 41 (5.61%) cases. The 5-year OS and CSS were 83.9% and 86.2%, respectively.

Kaplan-Meier analysis showed that severe preoperative CKD was significantly associated with worse OS (P=0.035) and worse contralateral recurrence-free survival (P<0.001), but it was not associated with CSS (P=0.386) or IVR-free survival (P=0.690), as shown in Figure 1. In multivariable analysis, in addition to severe preoperative CKD stage (HR =1.840; 95% CI: 1.150–2.944; P=0.011), female gender (HR =0.593; 95% CI: 0.428–0.822; P=0.002), concomitant bladder tumor (HR =1.883; 95% CI: 1.275–2.782; P=0.001), T stage 2–4 (HR =2.247; 95% CI: 1.433–3.524; P<0.001), lymph node metastasis (HR =1.884; 95% CI: 1.104–3.216; P=0.020) and tumor hemorrhage (HR =1.924; 95% CI: 1.020–3.628; P=0.043) were significantly associated with worse OS. And, in multivariable analysis severe preoperative CKD stage (HR =3.269; 95% CI: 1.607–6.650; P=0.001) was an independent risk factor for new contralateral UTUC (Tables 2,3).

Figure 1.

Figure 1

Kaplan-Meier estimated overall survival (A) (P=0.035), cancer-specific survival (B) (P=0.386), contralateral recurrence-free survival (C) (P<0.001), and IVR-free survival (D) (P=0.690). IVR, intravesical recurrence.

Table 2. Univariate and multivariate analyses of the correlations between CKD stages 4–5 and overall survival in patients with UTUC.

Variables Univariate analyses Multivariate analyses
HR (95% CI) P HR (95% CI) P
Age (>66) 1.388 (1.009–1.910) 0.044* 1.310 (0.943–1.820) 0.107
Gender 0.576 (0.422–0.786) 0.001* 0.593 (0.428–0.822) 0.002*
BMI 0.842 (0.617–1.115) 0.280
Concomitant BT 1.810 (1.257–2.608) 0.001* 1.883 (1.275–2.782) 0.001*
Architecture 1.650 (1.143–2.382) 0.007* 1.331 (0.847–2.092) 0.214
Largest tumor location 0.879 (0.644–1.200) 0.417
Hydronephrosis 1.461 (1.064–2.005) 0.019* 1.296 (0.933–1.800) 0.123
Multifocality 1.010 (0.708–1.441) 0.956
CIS 0.836 (0.342–2.043) 0.694
PDU 0.599 (0.357–1.004) 0.052
Largest tumor size (≥3.4 cm) 1.416 (1.036–1.936) 0.029* 1.201 (0.866–1.665) 0.272
Pathological T stage (≥2) 2.719 (1.808–4.890) <0.001* 2.247 (1.433–3.524) <0.001*
Tumor grade (≥2) 1.525 (1.118–2.080) 0.008* 0.992 (0.686–1.434) 0.965
Lymph node status (≥1) 2.009 (1.214–3.326) 0.007* 1.884 (1.104–3.216) 0.020*
Hemorrhage 2.042 (1.156–3.605) 0.014* 1.924 (1.020–3.628) 0.043*
Necrosis 1.260 (0.779–2.039) 0.347
Sarcomas differentiation 2.043 (1.001–4.168) 0.050* 1.088 (0.494–2.398) 0.834
Exposure of AA 0.045 (0.002–0.825) 0.037* 0.000 (0.000–UP) 0.954
CKD stage ≥4 1.577 (1.029–2.416) 0.037* 1.840 (1.150–2.944) 0.011*

*, statistically significant. BMI, body mass index; PRF, preoperative renal function; CIS, carcinoma in situ; PDU, pre-operative diagnostic ureteroscopy; CKD, chronic kidney disease; AA, aristolochic acid; UP: upper limit =1.112E+185.

Table 3. Univariate and multivariate analyses of the correlations between CKD stages 4–5 and contralateral recurrence-free survival in patients with UTUC.

Variables Univariate analyses Multivariate analyses
HR (95% CI) P HR (95% CI) P
Gender 1.507 (0.780–2.914) 0.222
Age 0.568 (0.301–1.072) 0.081
BMI 0.761 (0.409–1.417) 0.389
Concomitant BT 2.906 (1.503–5.618) 0.003* 2.061 (0.838–5.070) 0.115
Architecture 0.849 (0.343–1.958) 0.654
Largest tumor location 0.932 (0.503–1.724 0.822
Hydronephrosis 1.688 (0.892–3.193) 0.107
Multifocality 2.169 (1.174–4.006) 0.013* 1.080 (0.466–2.503) 0.857
CIS 0.044 (0.000–46.82) 0.380
Smoking 0.753 (0.332–1.709) 0.498
Hypertension 0.378 (0.173–0.825) 0.015* 1.744 (0.912–3.334) 0.093
Sarcomas differentiation 2.515 (0.774–8.173) 0.125
Pathological T stage (≥2) 0.564 (0.305–1.043) 0.068
Tumor grade (≥2) 0.894 (0.047–1.697) 0.733
Lymph node status (≥1) 0.350 (0.048–2.566) 0.302
Largest tumor size (≥3.4 cm) 0.473 (0.226–0.991) 0.047* 0.497 (0.235–1.049) 0.067
Exposure of AA 1.472 (0.618–4.910) 0.294
CKD stage (≥4) 3.993 (2.026–7.871) <0.001* 3.269 (1.607–6.650) 0.001*

*, statistically significant. BMI, body mass index; PRF, preoperative renal function; CIS, carcinoma in situ; CKD, chronic kidney disease; AA, aristolochic acid.

Discussion

For UTUC patients, RNU with excision of the bladder cuff is the current gold-standard treatment (5). The risk of death increased as the estimated GFR decreased below 60 mL/min/1.73 m2. The hazard ratio for death was 1.2 with an eGFR of 45 to 59 mL/min/1.73 m2, 1.8 with an eGFR of 30 to 44 mL/min/1.73 m2, 3.2 with an eGFR of 15 to 29 mL/min/1.73 m2, and 5.9 with an eGFR of less than 15 mL/min/1.73 m2 (11). Attention should be paid to CKD as an independent risk factor for comorbidity and death in UTUC patients. Previous publications from our center have indicated that lower preoperative eGFR is an independent risk factor for renal insufficiency after RNU (12). Based on a large Chinese cohort, the present study showed that female gender, lower BMI, concomitant bladder tumor, lower pathological T stage, and tumor necrosis were independently associated with severe preoperative CKD in UTUC patients, and severe preoperative CKD stage (eGFR <30 mL/min) was significantly associated with worse OS and was an independent risk factor for new contralateral UTUC.

In our research, severe preoperative CKD was related to tumor multiplicity, concomitant bladder tumor and synchronous bilateral UTUC, which has been indicated by other researchers. A previous study conducted by Novara confirmed that tumor multifocality and concomitant muscle-invasive bladder urothelial tumors were independent predictors of cancer-specific mortality in UTUC patients (13). Brown has proved that synchronous bilateral UTUC has a negative impact on disease-specific survival (14). This result indicated that complete urinary tract examination should be performed before surgery for UTUC patients with renal insufficiency, as the whole urothelial epithelium is at risk for cancer and possesses greater risks of cancer progression, and follow-up should be conducted strictly for those patients.

The present study revealed severe preoperative CKD stage was significantly related to lower tumor stage (P=0.026). Currently, the relation between preoperative CKD stage and tumor stage is controversial. Hung revealed that preoperative CKD stage was significantly related to higher tumor stage and higher tumor grade in UTUC patients (15). In contrast, a retrospective research study revealed that UTUC patients in the Balkan endemic nephropathy area from 1957–1986 had a lower tumor stage (pTa-pT1) compared to the control group (16). The present study revealed that severe preoperative CKD stage was significantly related to lower tumor stage (P=0.026). A plausible explanation might be the wide consumption of Chinese herbs containing AA by females in China with the purpose of losing weight, regulating the menstrual cycle, increasing breast milk production and reducing the secretion of leucorrhea (17,18). It has been reported that AA may act as a nephron-toxin inducing tubulointerstitial nephritis, which could lead to end-stage renal disease (19). However, aristolactam deoxyribonucleic acid (DNA) adducts and p53 mutations have been found in AA-consuming people, and Balkan endemic nephropathy as a form of AA nephropathy possessed a 100-fold increased frequency of UTUC compared with nonendemic areas, both of which proved AA as person carcinogen (17,20).

Chen et al. revealed a close relation between female patients of UTUC and AA-consumption (17). Additionally, it was reported that female gender was predominant in the Balkan endemic area in South Serbia (16). In our cohort, female gender was significantly related to severe CKD stage (P=0.007), in accordance with previous research. This result confirmed the relationship between the consumption of AA medicine and UTUC patients in our cohort, in spite of the lack of data on medicine consumption. The present study revealed that severe preoperative CKD stage was significantly related to lower tumor stage, which may support the hypothesis that AA-related UTUCs tend to have lower malignancy (18).

In the present study, severe preoperative CKD stage was significantly related to OS, but not to CSS, which may contradict previous studies. Cukuranovic discovered no difference in cumulative survival between the Balkan endemic area and a control area (16). A higher proportion of the population with reduced renal function was found in the endemic area; however, specific CKD stage at surgery was not presented, and the severity of the influence from AA was impossible to assess. Chen revealed a worse CSS rate in CKD UTUC patients (P=0.0399). Conversely, a higher ratio of high grade tumor was significantly related to CKD patients (21). However, tumor grade was not related to preoperative CKD stage in our research. This difference may be explained by the unique influence from AA-medicine in the Chinese UTUC population. This phenomenon might be another unique characteristic of AA-induced UTUC in the Chinese population.

In our cohort, new contralateral UTUC occurred in 41 (5.61%) cases, which is similar to previous studies (22-25). The reported risk factors were gender, concomitant bladder cancer, renal insufficiency and uremia. In our study, severe preoperative CKD stage was an independent risk factor for new contralateral UTUC. It is difficult to explain this outcome. The potential pathophysiologic mechanisms of recurrent urothelial tumors have been explained by two hypothesis: the monoclonality hypothesis (including intraepithelial migration and intraluminal seeding) and the field cancerization hypothesis (26,27). The hypothesis of intraluminal seeding explains only a minority of new contralateral UTUC. Because few patients suffered from vesicoureteral reflux; although some patients underwent ureteroscopy, no correlations have been shown between ureteroscopy and new contralateral UTUC. Meanwhile, the mechanism of field cancerization may be a factor in the majority of patients with new contralateral UUTC. Besides, exposure of AA could bring nephrotoxic and carcinogenic toxins to induce neoplasms of the entire urothelial field, which may illustrate why new contralateral UTUC was associated with severe preoperative CKD stage in the current study. Based on our findings, we suggest that UTUC patients with severe CKD stage who would likely require dialysis, prophylactic RNU is a reasonable choice after first RNU for unilateral UTUC.

There are certainly some limitations of this study. It was a retrospective study, subjecting it to selection and recall bias and preventing us from obtaining data on the consumption of Chinese herbs in our patients and from performing an analysis of the relationship between AA-medicine consumption and preoperative CKD stage. Furthermore, the proportion of patients with severe preoperative CKD is relatively small compared with the large cohort.

In conclusion, the data from the current study suggest that female gender, lower BMI, concomitant bladder tumor, lower pathological T stage, and tumor necrosis were independently associated with severe preoperative CKD in UTUC patients. UTUC patients with severe preoperative CKD possess worse OS and higher possibility of contralateral upper urinary tract recurrence.

Table S1. The comparison of the median value (and IQR) of the characteristics of the patients with CKD stage 1–3 and 4–5.

Variables Overall CKD stages 1–3 CKD stages 4–5 P
Age, years 68 [60–75] 68 [59–74] 68 [62–73] 0.448
BMI, kg/m2 24.22 (22.10–26.62) 24.37 (22.21–26.67) 24.58 (19.98–25.39) <0.001*
Largest tumor size, cm 3.0 (2.0–4.0) 3.0 (2.0–4.0) 2.5 (1.8–4.0) 0.218

*, statistically significant. BMI, body mass index; CKD, chronic kidney disease.

Acknowledgments

The authors thank the entire staff of the Department of Urology, Peking University First Hospital. Structured data processing occurred partially using Medbanks’ approach (Medbanks Network Technology Co. Ltd., Beijing, China).

Funding: This study was funded by the National Natural Science Foundation of China [81772703], the Beijing Natural Science Foundation [L182004, 7152146, 7172219], the Clinical Features Research of Capital [No. Z151100004015173], the Capital Health Research and Development of Special [2016-1-4077], the Fund for Fostering Young Scholars of Peking University Health Science Center [BMU2017PY009] and the Collaborative Research Foundation of Peking University Health Science Center and National Taiwan University, the College of Medicine [BMU20120318].

Ethical Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional research committee and with the 1964 Declaration of Helsinki and its later amendments. Approval for this research was obtained from the internal ethics review board of Peking University First Hospital {approval No. 2015[977]} and patient consent obtained.

Footnotes

Conflicts of Interest: The authors have no conflicts of interest to declare.

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