Home Clinical factors predicting ureteral stent failure in patients with external ureteral compression
Article Open Access

Clinical factors predicting ureteral stent failure in patients with external ureteral compression

  • Kuan Ju Wu , Yi Zhong Chen , Marcelo Chen and Yu-Hsin Chen EMAIL logo
Published/Copyright: September 2, 2021

Abstract

Double-J stent (DJ) placement is usually the treatment of choice for relieving external compression of the ureter. However, in some cases DJ function may become impaired and a percutaneous nephrostomy (PCN) may be required. Previous studies have reported different predictive factors for choosing PCN or DJ insertion as the initial treatment. In this study, we analyzed the risk factors for DJ failure in patients with external ureteral compression. Our results showed that the patients with moderate and severe hydronephrosis (p-value = 0.0171 and 0.0249, respectively), preexisting pyuria (p-value = 0.0128), or lower ureter obstruction (p-value = 0.0305) were more prone to DJ laterality. Age was also an important predictor. Urologists should pay more attention to these patients and consider PCN as the initial treatment.

1 Introduction

External compression of the ureter can cause ureter obstruction and lead to hydronephrosis. Possible causes of external compression include retroperitoneal fibrosis or malignancies such as colon cancer, gynecologic (GYN) cancer, and urological cancer [1]. Hydronephrosis should be treated as soon as possible, since extended obstruction often causes symptoms such as infection, flank pain, and even renal function damage. Moreover, previous studies have shown that chronic kidney disease is linked to cardiovascular disease and an increased risk of mortality in the general population [2,3]. A two- to four-fold increase in cardiovascular disease has been reported in patients with impaired kidney function [2]. In addition, preoperative acute kidney injury has been shown to increase perioperative mortality and morbidity [4,5]. Therefore, preservation of renal function after postrenal obstruction is vital.

For urologists, double-J stent (DJ) insertion is often considered as the initial treatment for decompression. However, DJ function failure may occur in some patients, necessitating the use of other methods to relieve obstruction [6,7]. Furthermore, a previous study reported that DJs can malfunction in less than 1 year in patients with risk factors such as mild renal insufficiency at baseline and metastatic disease requiring chemotherapy or radiotherapy [8]. Many new materials and techniques have been developed to improve kidney function and relieve obstructions, such as tumor stents and segmental metal mesh stents [9]. These strengthened stents may be able to solve the problem of DJ dysfunction related to external compression. However, the results of previous studies with regards to other risk factors for DJ dysfunction have been inconsistent. Therefore, in this study, we reviewed data from Mackay Memorial Hospital to identify risk factors that may influence DJ’s durability.

2 Materials and methods

We retrospectively reviewed medical records from January 2011 to December 2018 of patients who received DJ insertion due to external compression. All the patients were treated with polymeric ureter stents (6.0 Fr and 22–26 cm long, Universa Firm and Soft Ureteral Stent; Cook® Medical, Bloomington, IN). The interval between stent changes was 3 months. Patients who lost to follow-up and who died during the data collection period were excluded. Data including age, gender, type of malignancy, unilateral or bilateral DJ insertion, preoperative creatinine level, postoperative creatinine level, degree of hydronephrosis, obstruction level (defined as the upper, middle, or lower ureter according to the location above, over, or below the sacroiliac joint), and urine analysis were collected for further analysis. DJ insertion in both ureters of one patient was considered to be insertion in two ureteral units.

The degree of hydronephrosis was evaluated by kidney ultrasound before the DJ insertion. The grade of hydronephrosis (mild, moderate, and severe) was classified according to the Society of Fetal Ultrasound grading system. Pyuria was defined as the presence of more than six neutrophils per high power field of mid-stream urine before DJ insertion. DJ failure was considered when at least one of the following criteria was met: (1) hydronephrosis upgrade, (2) a > 150% increase in creatinine level from baseline, (3) percutaneous nephrostomy (PCN) placement if the ureteral stent could not be replaced or at the discretion of each attending urologist according to clinically significant symptoms, and (4) DJ dislodgement or malposition [10]. Area under the receiver operating characteristic curve (AUROC) analysis was used for continuous data including age and preoperative creatinine level. Other non-continuous factors were analyzed using univariate and multivariate analyses. We used logistic regression to analyze whether these factors could predict DJ function failure. Odds ratios (ORs) were also calculated to examine whether there was an increased risk of DJ failure. Kaplan–Meier survival curves were used to determine DJ durability.

This study complied with all relevant national regulations and institutional policies, and was approved by the Institutional Review Board of Mackay Memorial Hospital.

3 Results

Forty-seven patients in whom a total of 61 DJs were inserted were enrolled. The age of the patients ranged from 40 to 89 years. There were 3 males and 44 females, who received 3 and 58 DJs, respectively. The profile of the patients is shown in Table 1.

Table 1

Ureteral stent (DJ) profile

No. of DJs (fail/not fail)
Total stent number 61 (31/30)
Age
  ≤60 years 30 (12/18)
  >60 years 31 (19/12)
Gender
  Male 3 (2/1)
  Female 58 (29/29)
Cancer type
  GI 11 (6/5)
  GYN 50 (25/25)
    Cervical cancer 32 (19/13)
    Ovarian cancer 6 (4/2)
    Benign myoma 12 (2/10)
Hydronephrosis grade
  Mild 31 (10/21)
  Moderate 21 (14/7)
  Severe 9 (7/2)
Obstruction site
  Lower 37 (23/14)
  Non-lower 24 (8/16)
Pyuria
  No 11 (1/10)
  Yes 50 (30/20)
Unilateral or bilateral
  Unilateral 34 (15/19)
  Bilateral 27 (16/11)
Laterality
  Left 31 (17/14)
  Right 30 (14/16)

GI: gastrointestinal; GYN: gynecological.

The most common cause of compression was a GYN tumor (50 DJs for GYN tumors and 11 DJs for GI tumors) and most GYN tumors were cervical cancer. With regards to hydronephrosis, 31, 21, and 9 DJs were inserted in patients with mild, moderate, and severe hydronephrosis, respectively. The external compression level was at the lower ureter in approximately 60% of the ureteral units, with the other 40% being at the middle or upper ureter (which we combined into a non-lower group). Most of the patients (approximately 80%) had pyuria before DJ insertion. There was no significant difference in laterality.

As listed in Table 2, a total of 31 ureteral units failed. Of these 31 failures, 41.9% were due to a > 150% increase in creatinine level from baseline, 38.7% were caused by an inability to replace the ureteral stent or at the discretion of each attending urologist according to clinically significant symptoms, 12.9% were due to an upgrade in hydronephrosis, and 6.4% were due to DJ dislodgment or malposition. In the increased creatinine and upgraded degree of hydronephrosis groups, the patients were requested to keep ureteral stent insertion instead of performing PCN mainly due to restricted physical activity and negative impact on their quality of life. The average DJ stenting duration was 54.23 months as per the Kaplan–Meier survival curves shown in Figure 1.

Table 2

Causes of stent failure

Number (%)
Total failure number 31
  Change to PCN 12 (38.7%)
  Increase in creatinine 13 (41.9%)
  Hydronephrosis upgrade 4 (12.9%)
  DJ dislodgment or malposition 2 (6.4%)

PCN: percutaneous nephrostomy.

Change to PCN: The ureteral stent could not be replaced or at the discretion of each attending urologist.

Figure 1 
               Kaplan–Meier survival curves. The average DJ stenting duration was 54.23 months.
Figure 1

Kaplan–Meier survival curves. The average DJ stenting duration was 54.23 months.

Univariate analysis revealed that there were significant differences in hydronephrosis grade, obstruction level, and preoperative pyuria between patients with or without DJ failure. Those who had a moderate and severe hydronephrosis grade had a higher risk of DJ failure compared to those with a mild grade (OR = 4.2 and 7.35 and p-value = 0.0171 and 0.0249, respectively). Obstruction level also influenced DJ function, and external compression at the lower ureter was associated with a higher risk of DJ laterality (OR = 0.30 and p-value = 0.0305). Preoperative pyuria status had a significant negative effect on DJ function (OR = 15 and p-value = 0.0128). Other parameters including age greater than 60 years, gender, preoperative creatinine level, cancer type, unilateral or bilateral, and lateralization were not significantly different (Table 3).

Table 3

Univariate analysis of DJ failure

Odds ratio p value
Age
  ≤60 years
  >60 years 2.38 0.099
Preoperative Cr
  ≤1.2 mg/dL
  >1.2 mg/dL 0.43 0.265
Cancer Type
  GYN
  GI 1.2 0.785
Hydronephrosis grade
  Mild
  Moderate 4.2 0.0171
  Severe 7.35 0.0249
Obstruction site
  Lower
  Non-lower 0.30 0.0305
Pyuria 15 0.0128
Unilateral or bilateral
  Unilateral
  Bilateral 1.84 0.242
Lateralization
  Right
  Left 0.72 0.524

Bold values denote statistical significance at the p < 0.05 level.

Multivariate logistic regression analysis revealed that only severe hydronephrosis grade (OR = 34.89 and p-value = 0.0194) and preoperative pyuria (OR = 43.83 and p-value = 0.0153) were significant predictors of DJ failure (Table 4).

Table 4

Multivariate analysis of DJ failure

Odds ratio p value
Age
  ≤60 years
  >60 years 0.77 0.7407
Preoperative Cr
  ≤1.2 mg/dL
  >1.2 mg/dL 0.33 0.2579
Cancer type
  GYN
  GI 0.48 0.4961
Hydronephrosis grade
  Mild
  Moderate 4 0.074
  Severe 34.89 0.0194
Obstruction site
  Lower
  Non-lower 0.28 0.1071
Pyuria 43.83 0.0153
Unilateral or bilateral
  Unilateral
  Bilateral 2.66 0.211

Bold values denote statistical significance at the p < 0.05 level.

AUROC analysis was used to analyze continuous data including age, preoperative creatinine level, and changes in creatinine level after 12 months of follow-up (Figure 2). The AUROC for age was 0.652 (OR = 1.08, p-value = 0.0214, specificity = 43.3%, and sensitivity = 83.9%). This indicated that age could be a predictor of DJ failure.

Figure 2 
               AUROC curve of age (OR = 1.08, p-value = 0.0214, specificity = 43.3%, and sensitivity = 83.9%).
Figure 2

AUROC curve of age (OR = 1.08, p-value = 0.0214, specificity = 43.3%, and sensitivity = 83.9%).

The AUROC curve of preoperative creatinine level was 0.406 (OR = 0.8, p-value = 0.287, specificity = 13.3%, and sensitivity = 93.5%) indicating that preoperative creatinine level was not a good predictive factor (Figure 3).

Figure 3 
               AUROC curve of preoperative creatinine (OR = 0.8, p-value = 0.287, specificity = 13.3%, and sensitivity = 93.5%).
Figure 3

AUROC curve of preoperative creatinine (OR = 0.8, p-value = 0.287, specificity = 13.3%, and sensitivity = 93.5%).

The change in creatinine level after 12 months of follow-up is shown in Table 5. Creatinine level improved with 17 DJs (defined as the creatinine-negative group), of which 8 eventually failed and the other nine kept functioning. The positive group had no decrease in creatinine.

Table 5

Postop creatinine at 12 months

No fail Fail
Creatinine negative 9 8
Creatinine positive 17 22
NA 4 1

Creatinine = (Postop 12 months Cr – Preop Cr)/(Pre-op Cr).

Creatinine ≥0: Creatinine-positive, Creatinine <0: Creatinine-negative.

In the positive group, 22 DJs failed and 17 DJs still had proper function. Only 5 DJs did not have regular follow-up data (four of which remained functional).

The AUROC curve of changes in creatinine level at 12 months of follow-up was 0.607 (odds ratio = 2.62, p-value = 0.0576, specificity = 96.2, and sensitivity = 40.0). This indicated that the DJ failure rate increased with increasing postoperative creatinine level (Figure 4).

Figure 4 
               AUROC curve of change in creatinine level (OR = 2.62, p-value = 0.0576, specificity = 96.2%, and sensitivity = 40.0%).
Figure 4

AUROC curve of change in creatinine level (OR = 2.62, p-value = 0.0576, specificity = 96.2%, and sensitivity = 40.0%).

4 Discussion

In this study, a total of 61 DJs were regularly changed in 47 patients with ureteral external compression. The mean time of DJ function failure was 54.23 months. Previous studies have reported stent failure rates ranging from 16 to 53% [1,11,12,13,14,15,16], although these studies differed from each other in patient background, sample size, stent material, and types of malignancy. In our study, the stent failure rate was 50.8% (31/61), which is consistent with the previous studies. Several studies have reported different risk factors as predictors of stent failure, including preoperative serum creatinine [17,18,19,20], the degree of hydronephrosis [13,19,21], and GYN or GI cancer as the primary disease [1,6], and poor preoperative performance status [13,20]; however, the findings remain controversial. In addition, Pavlovic et al. described DJ failure as a prognostic factor for mortality and a sign of cancer progression in patients with malignant extrinsic ureteral obstruction [11].

In this study, univariate analysis showed that hydronephrosis grade, obstruction level, and preoperative pyuria were independent predictive factors for DJ failure. Other factors including age, gender, preoperative creatinine level, cancer type, unilateral or bilateral, and lateralization were not significantly associated with DJ failure. Hydronephrosis grade was significantly associated with DJ function failure, and more severe hydronephrosis was associated with a higher risk of DJ failure. The grade of hydronephrosis can be related to the severity of external compression, and this may have caused the DJ to fail. However, preoperative creatinine level was not associated with DJ failure. Miyazaki et al. found no connection between preoperative creatinine level and DJ failure, and concluded that preoperative creatinine may be influenced by contralateral renal function or the general condition of the patient, which are not linked to the patency rate of the DJ [22]. This result is in contrast to a study by Chow et al. who found that a high preoperative creatinine level was associated with DJ function failure [6]. The authors concluded that the link between high preoperative creatinine level and DJ failure may be inadequate urine production. In their study, the cutoff point of preoperative creatinine was 2 mg/dL [6]. The difference between our study and their study may be due to the different thresholds of preoperative creatinine used (2.0 and 1.2 mg/dL, respectively).

Preoperative pyuria was also a risk factor for DJ failure. Encrustation, colonization, and biofilm formation on the DJ can cause pyuria. Elevated levels of minerals in the urine or catalysis by urease-producing organisms may cause stent encrustation [23]. In addition, suture urolithiasis encrusted on nonabsorbable sutures in previous renal surgery (e.g., partial nephrectomy, pyeloplasty, and radical prostatectomy) may also result in pyuria [24]. All these factors could have led to DJ obstruction and caused DJ failure [10,25]. However, another study reported that bacteriuria rather than pyuria can cause this phenomenon [25]. Since urine cultures before DJ insertion are not routinely performed at Mackay Memorial Hospital, we could not analyze whether or not bacteriuria affected DJ function, which may be a limitation of the current study [1,25,26]. Previous studies have reported bacterial colonization in 42–90% of indwelling stents [25,27]. This is an important factor, and further studies are needed to clarify this issue.

Cancer type did not affect DJ function in our study. However, previous studies have reported that cancer type can be a prognostic factor, although with inconsistent findings [6,28]. Chow et al. reported that the time to DJ failure was longer in patients with lower GI cancer, which may suggest that the texture of lower GI cancer is softer than others [6,28]. However, Izumi et al. reported that GYN cancer was a significant favorable predictor of a longer duration to DJ failure [1]. However, they did not reach a conclusion as to why GYN cancer could be a favorable predictor.

Hung et al. [10] and Chow et al. [6] used 60 years old as the cutoff point to predict DJ failure, and showed statistical significance. Hung et al. showed no significant difference in age, however Chow et al. found that age may play a role in predicting DJ function failure [6,10]. As a result, we also used 60 years of age as the cutoff point for further analysis. Although univariate analysis did not show an association between age > 60 years and DJ failure, AUROC analysis showed that age was a good predictive factor for DJ failure. Hence, age may be a good predictive factor, but 60 years of age may not be an optimum cutoff value, and rather it should be treated as a continuous variable. Chow et al. concluded that older patients may have more comorbidities, which increases the risk of DJ failure [6].

Obstruction level was also a predictive factor for DJ failure in the present study, and the patients with lower ureteral obstruction due to external compression had a significantly higher risk of DJ failure compared to those with a non-lower obstruction level. However, this result differed from previous studies which reported ureter obstruction level was not a predictor for stent failure [1,21]. Yossepowitch et al. concluded that distal ureter obstruction was associated with a higher incidence of stent failure when considering intrinsic and extrinsic obstruction together, but no statistical significance was found when considering these two groups separately [21]. These different outcomes may be related to different inclusion criteria such as patient background, stent material, and etiology of the malignancies. Further large-scale studies are needed to confirm our findings.

In multivariate analysis, only severe hydronephrosis and preoperative pyuria were associated with DJ failure.

Ganatra and Loughlin reported that tumor invasion into the bladder played an important role in predicting stent failure [29]. Besides bladder invasion, the degree of hydronephrosis and preoperative performance status have been reported to be potential independent predictors of stent failure [16,30]. However, patients with tumor invasion into the bladder were not enrolled in this study.

There are some limitations to this study. First, this is a retrospective study and so selection bias may exist. Second, the indications for DJ insertion were not standardized and varied among urologists. Third, follow-up (duration, renal echography, and serum biochemistry) depended on the doctor’s judgment, and there was no standard duration. In addition, most of our patients were female with GYN cancers. We also found that age was a good predictive factor; however, the optimal cutoff point of age was inconclusive due to the small number of patients. Previous studies have discussed the effect of pre-stenting radiotherapy; however, this was difficult to trace on the charts we reviewed [31,32]. Previous studies have compared DJs made from different materials. For example, Hung et al. and Chow et al. concluded that metallic ureteral stents had superior extrinsic compression resistance and longer median durability compared to polymeric DJs [10,33,34,35,36]. However, we only included polymeric DJs and excluded metallic DJs. Therefore, we may have eliminated bias between different materials, which may have increased the ability to identify predictive factors of DJ failure [34,35,37]. Another limitation is that we only targeted patients who underwent successful stent placement initially, and excluded those with unsuccessful insertion. Finally, the number of cases was small, which made it relatively difficult to analyze all possible predictive factors.

In conclusion, despite the small sample size in this study, patients with moderate to severe hydronephrosis, preexisting pyuria, or lower ureter obstructions were more prone to DJ failure. In addition, age should be taken into account as a predictive factor. Since DJ decompression for ureteral external compression is the most common initial treatment, clinicians should pay more attention to patients with these risk factors. In addition, shortening the follow-up period and using PCN as the initial treatment can be considered.

  1. Funding information: There was no financial support or sponsorship.

  2. Conflict of interest: There are no conflicts of interest.

  3. Data availability statement: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.

References

[1] Izumi K, Mizokami A, Maeda Y, Koh E, Namiki M. Current outcome of patients with ureteral stents for the management of malignant ureteral obstruction. J Urol. 2011;185(2):556–61.10.1016/j.juro.2010.09.102Search in Google Scholar

[2] Gansevoort RT, Correa-Rotter R, Hemmelgarn BR, Jafar TH, Heerspink HJ, Mann JF, et al. Chronic kidney disease and cardiovascular risk: epidemiology, mechanisms, and prevention. Lancet (London, Engl). 2013;382(9889):339–52.10.1016/S0140-6736(13)60595-4Search in Google Scholar

[3] Matsushita K, van der Velde M, Astor BC, Woodward M, Levey AS, de Jong PE, et al. Association of estimated glomerular filtration rate and albuminuria with all-cause and cardiovascular mortality in general population cohorts: a collaborative meta-analysis. Lancet (London, Engl). 2010;375(9731):2073–81.10.1016/S0140-6736(10)60674-5Search in Google Scholar

[4] Kheterpal S, Tremper KK, Heung M, Rosenberg AL, Englesbe M, Shanks AM, et al. Development and validation of an acute kidney injury risk index for patients undergoing general surgery: results from a national data set. Anesthesiology. 2009;110(3):505–15.10.1097/ALN.0b013e3181979440Search in Google Scholar

[5] Bennett D, Fossi A, Marchetti L, Lanzarone N, Sisi S, Refini RM, et al. Postoperative acute kidney injury in lung transplant recipients. Interact Cardiovascular Thorac Surg. 2019;28(6):929–35.10.1093/icvts/ivy355Search in Google Scholar

[6] Chow PM, Hsu JS, Huang CY, Wang SM, Lee YJ, Huang KH, et al. Metallic ureteral stents in malignant ureteral obstruction: clinical factors predicting stent failure. J Endourol. 2014;28(6):729–34.10.1089/end.2013.0792Search in Google Scholar

[7] Docimo SG, Dewolf WC. High failure rate of indwelling ureteral stents in patients with extrinsic obstruction: experience at 2 institutions. J Urol. 1989;142(2 Pt 1):277–9.10.1016/S0022-5347(17)38729-3Search in Google Scholar

[8] Chung SY, Stein RJ, Landsittel D, Davies BJ, Cuellar DC, Hrebinko RL, et al. 15-year experience with the management of extrinsic ureteral obstruction with indwelling ureteral stents. J Urol. 2004;172(2):592–5.10.1097/01.ju.0000130510.28768.f5Search in Google Scholar PubMed

[9] Lugmayr H, Pauer W. Self-expanding metal stents for palliative treatment of malignant ureteral obstruction. AJR Am J Roentgenol. 1992;159(5):1091–4.10.2214/ajr.159.5.1384298Search in Google Scholar PubMed

[10] Hung S, Chiang I, Huang C, Pu Y. The effectiveness and durability of ureteral tumor stent, the National Taiwan University Hospital experience. Urological Sci. 2018;29(1):7–11.10.4103/UROS.UROS_4_17Search in Google Scholar

[11] Pavlovic K, Lange D, Chew BH. Stents for malignant ureteral obstruction. Asian J Urol. 2016;3(3):142–9.10.1016/j.ajur.2016.04.002Search in Google Scholar

[12] Sountoulides P, Mykoniatis I, Dimasis N. Palliative management of malignant upper urinary tract obstruction. Hippokratia. 2014;18(4):292–7.Search in Google Scholar

[13] Kamiyama Y, Matsuura S, Kato M, Abe Y, Takyu S, Yoshikawa K, et al. Stent failure in the management of malignant extrinsic ureteral obstruction: risk factors. Int J Urol Off J Japanese Urol Assoc. 2011;18(5):379–82.10.1111/j.1442-2042.2011.02731.xSearch in Google Scholar

[14] Hsu L, Li H, Pucheril D, Hansen M, Littleton R, Peabody J, et al. Use of percutaneous nephrostomy and ureteral stenting in management of ureteral obstruction. World J Nephrol. 2016;5(2):172–81.10.5527/wjn.v5.i2.172Search in Google Scholar

[15] Shekarriz B, Shekarriz H, Upadhyay J, Banerjee M, Becker H, Pontes JE, et al. Outcome of palliative urinary diversion in the treatment of advanced malignancies. Cancer. 1999;85(4):998–1003.10.1002/(SICI)1097-0142(19990215)85:4<998::AID-CNCR30>3.0.CO;2-FSearch in Google Scholar

[16] Matsuura H, Arase S, Hori Y. Ureteral stents for malignant extrinsic ureteral obstruction: outcomes and factors predicting stent failure. Int J Clin Oncol. 2019;24(3):306–12.10.1007/s10147-018-1348-6Search in Google Scholar

[17] McCullough TC, May NR, Metro MJ, Ginsberg PC, Jaffe JS, Harkaway RC. Serum creatinine predicts success in retrograde ureteral stent placement in patients with pelvic malignancies. Urology. 2008;72(2):370–3.10.1016/j.urology.2007.12.068Search in Google Scholar

[18] Wenzler DL, Kim SP, Rosevear HM, Faerber GJ, Roberts WW, Wolf Jr JS. Success of ureteral stents for intrinsic ureteral obstruction. J Endourol. 2008;22(2):295–9.10.1089/end.2007.0201Search in Google Scholar

[19] Yu SH, Ryu JG, Jeong SH, Hwang EC, Jang WS, Hwang IS, et al. Predicting factors for stent failure-free survival in patients with a malignant ureteral obstruction managed with ureteral stents. Korean J Urol. 2013;54(5):316–21.10.4111/kju.2013.54.5.316Search in Google Scholar

[20] Zadra JA, Jewett MA, Keresteci AG, Rankin JT, Louis E, Grey RR, et al. Nonoperative urinary diversion for malignant ureteral obstruction. Cancer. 1987;60(6):1353–7.10.1002/1097-0142(19870915)60:6<1353::AID-CNCR2820600632>3.0.CO;2-5Search in Google Scholar

[21] Yossepowitch O, Lifshitz DA, Dekel Y, Gross M, Keidar DM, Neuman M, et al. Predicting the success of retrograde stenting for managing ureteral obstruction. J Urol. 2001;166(5):1746–9.10.1016/S0022-5347(05)65666-2Search in Google Scholar

[22] Miyazaki J, Onozawa M, Takahashi S, Maekawa Y, Yasuda M, Wada K, et al. The resonance® metallic ureteral stent in the treatment of malignant ureteral obstruction: a prospective observational study. BMC Urol. 2019;19(1):137.10.1186/s12894-019-0569-ySearch in Google Scholar

[23] Tomer N, Garden E, Small A, Palese M. Ureteral stent encrustation: epidemiology, pathophysiology, management and current technology. J Urol. 2021;205(1):68–77.10.1097/JU.0000000000001343Search in Google Scholar

[24] Turco M, Guiggi P, Tiezzi A, Boni A, Paladini A, Mearini E, et al. Endoscopic combined intrarenal surgery for stone formation after previous laparoscopic and open renal surgery. J Endourol Case Rep. 2020;6(2):60–3.10.1089/cren.2019.0082Search in Google Scholar

[25] Kehinde EO, Rotimi VO, Al-Hunayan A, Abdul-Halim H, Boland F, Al-Awadi KA. Bacteriology of urinary tract infection associated with indwelling J ureteral stents. J Endourol. 2004;18(9):891–6.10.1089/end.2004.18.891Search in Google Scholar

[26] Brown JA, Powell CL, Carlson KR. Metallic full-length ureteral stents: does urinary tract infection cause obstruction? ScientificWorld J. 2010;10:1566–73.10.1100/tsw.2010.162Search in Google Scholar

[27] Reid G, Denstedt JD, Kang YS, Lam D, Nause C. Microbial adhesion and biofilm formation on ureteral stents in vitro and in vivo. J Urol. 1992;148(5):1592–4.10.1016/S0022-5347(17)36976-8Search in Google Scholar

[28] Ohtaka M, Kawahara T, Takamoto D, Mochizuki T, Hattori Y, Teranishi JI et al. Gastrointestinal cancer and bilateral hydronephrosis resulted in a high risk of ureteral stent failure. BMC Urol. 2018;18(1):35.10.1186/s12894-018-0346-3Search in Google Scholar PubMed PubMed Central

[29] Ganatra AM, Loughlin KR. The management of malignant ureteral obstruction treated with ureteral stents. J Urol. 2005;174(6):2125–8.10.1097/01.ju.0000181807.56114.b7Search in Google Scholar PubMed

[30] Wang JY, Zhang HL, Zhu Y, Qin XJ, Dai BO, Ye DW. Predicting the failure of retrograde ureteral stent insertion for managing malignant ureteral obstruction in outpatients. Oncol Lett. 2016;11(1):879–83.10.3892/ol.2015.3961Search in Google Scholar PubMed PubMed Central

[31] Wang HJ, Lee TY, Luo HL, Chen CH, Shen YC, Chuang YC, et al. Application of resonance metallic stents for ureteral obstruction. BJU Int. 2011;108(3):428–32.10.1111/j.1464-410X.2010.09842.xSearch in Google Scholar PubMed

[32] Goldsmith ZG, Wang AJ, Bañez LL, Lipkin ME, Ferrandino MN, Preminger GM, et al. Outcomes of metallic stents for malignant ureteral obstruction. J Urol. 2012;188(3):851–5.10.1016/j.juro.2012.04.113Search in Google Scholar PubMed

[33] Chow PM, Hsu JS, Wang SM, Yu HJ, Pu YS, Liu KL. Metallic ureteral stents in malignant ureteral obstruction: short-term results and radiological features predicting stent failure in patients with non-urological malignancies. World J Urol. 2014;32(3):729–36.10.1007/s00345-013-1143-ySearch in Google Scholar PubMed

[34] Nagele U, Kuczyk MA, Horstmann M, Hennenlotter J, Sievert KD, Schilling D, et al. Initial clinical experience with full-length metal ureteral stents for obstructive ureteral stenosis. World J Urol. 2008;26(3):257–62.10.1007/s00345-008-0245-4Search in Google Scholar PubMed

[35] Benson AD, Taylor ER, Schwartz BF. Metal ureteral stent for benign and malignant ureteral obstruction. J Urol. 2011;185(6):2217–22.10.1016/j.juro.2011.02.008Search in Google Scholar PubMed

[36] Baumgarten AS, Hakky TS, Carrion RE, Lockhart JL, Spiess PE. A single-institution experience with metallic ureteral stents: a cost-effective method of managing deficiencies in ureteral drainage. Int braz J Urol: Off J Braz Soc Urol. 2014;40(2):225–31.10.1590/S1677-5538.IBJU.2014.02.13Search in Google Scholar PubMed

[37] Mosayyebi A, Manes C, Carugo D, Somani BK. Advances in ureteral stent design and materials. Curr Urol Rep. 2018;19(5):35.10.1007/s11934-018-0779-ySearch in Google Scholar PubMed PubMed Central

Received: 2021-01-28
Revised: 2021-08-09
Accepted: 2021-08-12
Published Online: 2021-09-02

© 2021 Kuan Ju Wu et al., published by De Gruyter

This work is licensed under the Creative Commons Attribution 4.0 International License.

Articles in the same Issue

  1. Research Articles
  2. Identification of ZG16B as a prognostic biomarker in breast cancer
  3. Behçet’s disease with latent Mycobacterium tuberculosis infection
  4. Erratum
  5. Erratum to “Suffering from Cerebral Small Vessel Disease with and without Metabolic Syndrome”
  6. Research Articles
  7. GPR37 promotes the malignancy of lung adenocarcinoma via TGF-β/Smad pathway
  8. Expression and role of ABIN1 in sepsis: In vitro and in vivo studies
  9. Additional baricitinib loading dose improves clinical outcome in COVID-19
  10. The co-treatment of rosuvastatin with dapagliflozin synergistically inhibited apoptosis via activating the PI3K/AKt/mTOR signaling pathway in myocardial ischemia/reperfusion injury rats
  11. SLC12A8 plays a key role in bladder cancer progression and EMT
  12. LncRNA ATXN8OS enhances tamoxifen resistance in breast cancer
  13. Case Report
  14. Serratia marcescens as a cause of unfavorable outcome in the twin pregnancy
  15. Spleno-adrenal fusion mimicking an adrenal metastasis of a renal cell carcinoma: A case report and embryological background
  16. Research Articles
  17. TRIM25 contributes to the malignancy of acute myeloid leukemia and is negatively regulated by microRNA-137
  18. CircRNA circ_0004370 promotes cell proliferation, migration, and invasion and inhibits cell apoptosis of esophageal cancer via miR-1301-3p/COL1A1 axis
  19. LncRNA XIST regulates atherosclerosis progression in ox-LDL-induced HUVECs
  20. Potential role of IFN-γ and IL-5 in sepsis prediction of preterm neonates
  21. Rapid Communication
  22. COVID-19 vaccine: Call for employees in international transportation industries and international travelers as the first priority in global distribution
  23. Case Report
  24. Rare squamous cell carcinoma of the kidney with concurrent xanthogranulomatous pyelonephritis: A case report and review of the literature
  25. An infertile female delivered a baby after removal of primary renal carcinoid tumor
  26. Research Articles
  27. Hypertension, BMI, and cardiovascular and cerebrovascular diseases
  28. Case Report
  29. Coexistence of bilateral macular edema and pale optic disc in the patient with Cohen syndrome
  30. Research Articles
  31. Correlation between kinematic sagittal parameters of the cervical lordosis or head posture and disc degeneration in patients with posterior neck pain
  32. Review Articles
  33. Hepatoid adenocarcinoma of the lung: An analysis of the Surveillance, Epidemiology, and End Results (SEER) database
  34. Research Articles
  35. Thermography in the diagnosis of carpal tunnel syndrome
  36. Pemetrexed-based first-line chemotherapy had particularly prominent objective response rate for advanced NSCLC: A network meta-analysis
  37. Comparison of single and double autologous stem cell transplantation in multiple myeloma patients
  38. The influence of smoking in minimally invasive spinal fusion surgery
  39. Impact of body mass index on left atrial dimension in HOCM patients
  40. Expression and clinical significance of CMTM1 in hepatocellular carcinoma
  41. miR-142-5p promotes cervical cancer progression by targeting LMX1A through Wnt/β-catenin pathway
  42. Comparison of multiple flatfoot indicators in 5–8-year-old children
  43. Early MRI imaging and follow-up study in cerebral amyloid angiopathy
  44. Intestinal fatty acid-binding protein as a biomarker for the diagnosis of strangulated intestinal obstruction: A meta-analysis
  45. miR-128-3p inhibits apoptosis and inflammation in LPS-induced sepsis by targeting TGFBR2
  46. Dynamic perfusion CT – A promising tool to diagnose pancreatic ductal adenocarcinoma
  47. Biomechanical evaluation of self-cinching stitch techniques in rotator cuff repair: The single-loop and double-loop knot stitches
  48. Review Articles
  49. The ambiguous role of mannose-binding lectin (MBL) in human immunity
  50. Case Report
  51. Membranous nephropathy with pulmonary cryptococcosis with improved 1-year follow-up results: A case report
  52. Fertility problems in males carrying an inversion of chromosome 10
  53. Acute myeloid leukemia with leukemic pleural effusion and high levels of pleural adenosine deaminase: A case report and review of literature
  54. Metastatic renal Ewing’s sarcoma in adult woman: Case report and review of the literature
  55. Burkitt-like lymphoma with 11q aberration in a patient with AIDS and a patient without AIDS: Two cases reports and literature review
  56. Skull hemophilia pseudotumor: A case report
  57. Judicious use of low-dosage corticosteroids for non-severe COVID-19: A case report
  58. Adult-onset citrullinaemia type II with liver cirrhosis: A rare cause of hyperammonaemia
  59. Clinicopathologic features of Good’s syndrome: Two cases and literature review
  60. Fatal immune-related hepatitis with intrahepatic cholestasis and pneumonia associated with camrelizumab: A case report and literature review
  61. Research Articles
  62. Effects of hydroxyethyl starch and gelatin on the risk of acute kidney injury following orthotopic liver transplantation: A multicenter retrospective comparative clinical study
  63. Significance of nucleic acid positive anal swab in COVID-19 patients
  64. circAPLP2 promotes colorectal cancer progression by upregulating HELLS by targeting miR-335-5p
  65. Ratios between circulating myeloid cells and lymphocytes are associated with mortality in severe COVID-19 patients
  66. Risk factors of left atrial appendage thrombus in patients with non-valvular atrial fibrillation
  67. Clinical features of hypertensive patients with COVID-19 compared with a normotensive group: Single-center experience in China
  68. Surgical myocardial revascularization outcomes in Kawasaki disease: systematic review and meta-analysis
  69. Decreased chromobox homologue 7 expression is associated with epithelial–mesenchymal transition and poor prognosis in cervical cancer
  70. FGF16 regulated by miR-520b enhances the cell proliferation of lung cancer
  71. Platelet-rich fibrin: Basics of biological actions and protocol modifications
  72. Accurate diagnosis of prostate cancer using logistic regression
  73. miR-377 inhibition enhances the survival of trophoblast cells via upregulation of FNDC5 in gestational diabetes mellitus
  74. Prognostic significance of TRIM28 expression in patients with breast carcinoma
  75. Integrative bioinformatics analysis of KPNA2 in six major human cancers
  76. Exosomal-mediated transfer of OIP5-AS1 enhanced cell chemoresistance to trastuzumab in breast cancer via up-regulating HMGB3 by sponging miR-381-3p
  77. A four-lncRNA signature for predicting prognosis of recurrence patients with gastric cancer
  78. Knockdown of circ_0003204 alleviates oxidative low-density lipoprotein-induced human umbilical vein endothelial cells injury: Circulating RNAs could explain atherosclerosis disease progression
  79. Propofol postpones colorectal cancer development through circ_0026344/miR-645/Akt/mTOR signal pathway
  80. Knockdown of lncRNA TapSAKI alleviates LPS-induced injury in HK-2 cells through the miR-205/IRF3 pathway
  81. COVID-19 severity in relation to sociodemographics and vitamin D use
  82. Clinical analysis of 11 cases of nocardiosis
  83. Cis-regulatory elements in conserved non-coding sequences of nuclear receptor genes indicate for crosstalk between endocrine systems
  84. Four long noncoding RNAs act as biomarkers in lung adenocarcinoma
  85. Real-world evidence of cytomegalovirus reactivation in non-Hodgkin lymphomas treated with bendamustine-containing regimens
  86. Relation between IL-8 level and obstructive sleep apnea syndrome
  87. circAGFG1 sponges miR-28-5p to promote non-small-cell lung cancer progression through modulating HIF-1α level
  88. Nomogram prediction model for renal anaemia in IgA nephropathy patients
  89. Effect of antibiotic use on the efficacy of nivolumab in the treatment of advanced/metastatic non-small cell lung cancer: A meta-analysis
  90. NDRG2 inhibition facilitates angiogenesis of hepatocellular carcinoma
  91. A nomogram for predicting metabolic steatohepatitis: The combination of NAMPT, RALGDS, GADD45B, FOSL2, RTP3, and RASD1
  92. Clinical and prognostic features of MMP-2 and VEGF in AEG patients
  93. The value of miR-510 in the prognosis and development of colon cancer
  94. Functional implications of PABPC1 in the development of ovarian cancer
  95. Prognostic value of preoperative inflammation-based predictors in patients with bladder carcinoma after radical cystectomy
  96. Sublingual immunotherapy increases Treg/Th17 ratio in allergic rhinitis
  97. Prediction of improvement after anterior cruciate ligament reconstruction
  98. Effluent Osteopontin levels reflect the peritoneal solute transport rate
  99. circ_0038467 promotes PM2.5-induced bronchial epithelial cell dysfunction
  100. Significance of miR-141 and miR-340 in cervical squamous cell carcinoma
  101. Association between hair cortisol concentration and metabolic syndrome
  102. Microvessel density as a prognostic indicator of prostate cancer: A systematic review and meta-analysis
  103. Characteristics of BCR–ABL gene variants in patients of chronic myeloid leukemia
  104. Knee alterations in rheumatoid arthritis: Comparison of US and MRI
  105. Long non-coding RNA TUG1 aggravates cerebral ischemia and reperfusion injury by sponging miR-493-3p/miR-410-3p
  106. lncRNA MALAT1 regulated ATAD2 to facilitate retinoblastoma progression via miR-655-3p
  107. Development and validation of a nomogram for predicting severity in patients with hemorrhagic fever with renal syndrome: A retrospective study
  108. Analysis of COVID-19 outbreak origin in China in 2019 using differentiation method for unusual epidemiological events
  109. Laparoscopic versus open major liver resection for hepatocellular carcinoma: A case-matched analysis of short- and long-term outcomes
  110. Travelers’ vaccines and their adverse events in Nara, Japan
  111. Association between Tfh and PGA in children with Henoch–Schönlein purpura
  112. Can exchange transfusion be replaced by double-LED phototherapy?
  113. circ_0005962 functions as an oncogene to aggravate NSCLC progression
  114. Circular RNA VANGL1 knockdown suppressed viability, promoted apoptosis, and increased doxorubicin sensitivity through targeting miR-145-5p to regulate SOX4 in bladder cancer cells
  115. Serum intact fibroblast growth factor 23 in healthy paediatric population
  116. Algorithm of rational approach to reconstruction in Fournier’s disease
  117. A meta-analysis of exosome in the treatment of spinal cord injury
  118. Src-1 and SP2 promote the proliferation and epithelial–mesenchymal transition of nasopharyngeal carcinoma
  119. Dexmedetomidine may decrease the bupivacaine toxicity to heart
  120. Hypoxia stimulates the migration and invasion of osteosarcoma via up-regulating the NUSAP1 expression
  121. Long noncoding RNA XIST knockdown relieves the injury of microglia cells after spinal cord injury by sponging miR-219-5p
  122. External fixation via the anterior inferior iliac spine for proximal femoral fractures in young patients
  123. miR-128-3p reduced acute lung injury induced by sepsis via targeting PEL12
  124. HAGLR promotes neuron differentiation through the miR-130a-3p-MeCP2 axis
  125. Phosphoglycerate mutase 2 is elevated in serum of patients with heart failure and correlates with the disease severity and patient’s prognosis
  126. Cell population data in identifying active tuberculosis and community-acquired pneumonia
  127. Prognostic value of microRNA-4521 in non-small cell lung cancer and its regulatory effect on tumor progression
  128. Mean platelet volume and red blood cell distribution width is associated with prognosis in premature neonates with sepsis
  129. 3D-printed porous scaffold promotes osteogenic differentiation of hADMSCs
  130. Association of gene polymorphisms with women urinary incontinence
  131. Influence of COVID-19 pandemic on stress levels of urologic patients
  132. miR-496 inhibits proliferation via LYN and AKT pathway in gastric cancer
  133. miR-519d downregulates LEP expression to inhibit preeclampsia development
  134. Comparison of single- and triple-port VATS for lung cancer: A meta-analysis
  135. Fluorescent light energy modulates healing in skin grafted mouse model
  136. Silencing CDK6-AS1 inhibits LPS-induced inflammatory damage in HK-2 cells
  137. Predictive effect of DCE-MRI and DWI in brain metastases from NSCLC
  138. Severe postoperative hyperbilirubinemia in congenital heart disease
  139. Baicalin improves podocyte injury in rats with diabetic nephropathy by inhibiting PI3K/Akt/mTOR signaling pathway
  140. Clinical factors predicting ureteral stent failure in patients with external ureteral compression
  141. Novel H2S donor proglumide-ADT-OH protects HUVECs from ox-LDL-induced injury through NF-κB and JAK/SATA pathway
  142. Triple-Endobutton and clavicular hook: A propensity score matching analysis
  143. Long noncoding RNA MIAT inhibits the progression of diabetic nephropathy and the activation of NF-κB pathway in high glucose-treated renal tubular epithelial cells by the miR-182-5p/GPRC5A axis
  144. Serum exosomal miR-122-5p, GAS, and PGR in the non-invasive diagnosis of CAG
  145. miR-513b-5p inhibits the proliferation and promotes apoptosis of retinoblastoma cells by targeting TRIB1
  146. Fer exacerbates renal fibrosis and can be targeted by miR-29c-3p
  147. The diagnostic and prognostic value of miR-92a in gastric cancer: A systematic review and meta-analysis
  148. Prognostic value of α2δ1 in hypopharyngeal carcinoma: A retrospective study
  149. No significant benefit of moderate-dose vitamin C on severe COVID-19 cases
  150. circ_0000467 promotes the proliferation, metastasis, and angiogenesis in colorectal cancer cells through regulating KLF12 expression by sponging miR-4766-5p
  151. Downregulation of RAB7 and Caveolin-1 increases MMP-2 activity in renal tubular epithelial cells under hypoxic conditions
  152. Educational program for orthopedic surgeons’ influences for osteoporosis
  153. Expression and function analysis of CRABP2 and FABP5, and their ratio in esophageal squamous cell carcinoma
  154. GJA1 promotes hepatocellular carcinoma progression by mediating TGF-β-induced activation and the epithelial–mesenchymal transition of hepatic stellate cells
  155. lncRNA-ZFAS1 promotes the progression of endometrial carcinoma by targeting miR-34b to regulate VEGFA expression
  156. Anticoagulation is the answer in treating noncritical COVID-19 patients
  157. Effect of late-onset hemorrhagic cystitis on PFS after haplo-PBSCT
  158. Comparison of Dako HercepTest and Ventana PATHWAY anti-HER2 (4B5) tests and their correlation with silver in situ hybridization in lung adenocarcinoma
  159. VSTM1 regulates monocyte/macrophage function via the NF-κB signaling pathway
  160. Comparison of vaginal birth outcomes in midwifery-led versus physician-led setting: A propensity score-matched analysis
  161. Treatment of osteoporosis with teriparatide: The Slovenian experience
  162. New targets of morphine postconditioning protection of the myocardium in ischemia/reperfusion injury: Involvement of HSP90/Akt and C5a/NF-κB
  163. Superenhancer–transcription factor regulatory network in malignant tumors
  164. β-Cell function is associated with osteosarcopenia in middle-aged and older nonobese patients with type 2 diabetes: A cross-sectional study
  165. Clinical features of atypical tuberculosis mimicking bacterial pneumonia
  166. Proteoglycan-depleted regions of annular injury promote nerve ingrowth in a rabbit disc degeneration model
  167. Effect of electromagnetic field on abortion: A systematic review and meta-analysis
  168. miR-150-5p affects AS plaque with ASMC proliferation and migration by STAT1
  169. MALAT1 promotes malignant pleural mesothelioma by sponging miR-141-3p
  170. Effects of remifentanil and propofol on distant organ lung injury in an ischemia–reperfusion model
  171. miR-654-5p promotes gastric cancer progression via the GPRIN1/NF-κB pathway
  172. Identification of LIG1 and LIG3 as prognostic biomarkers in breast cancer
  173. MitoQ inhibits hepatic stellate cell activation and liver fibrosis by enhancing PINK1/parkin-mediated mitophagy
  174. Dissecting role of founder mutation p.V727M in GNE in Indian HIBM cohort
  175. circATP2A2 promotes osteosarcoma progression by upregulating MYH9
  176. Prognostic role of oxytocin receptor in colon adenocarcinoma
  177. Review Articles
  178. The function of non-coding RNAs in idiopathic pulmonary fibrosis
  179. Efficacy and safety of therapeutic plasma exchange in stiff person syndrome
  180. Role of cesarean section in the development of neonatal gut microbiota: A systematic review
  181. Small cell lung cancer transformation during antitumor therapies: A systematic review
  182. Research progress of gut microbiota and frailty syndrome
  183. Recommendations for outpatient activity in COVID-19 pandemic
  184. Rapid Communication
  185. Disparity in clinical characteristics between 2019 novel coronavirus pneumonia and leptospirosis
  186. Use of microspheres in embolization for unruptured renal angiomyolipomas
  187. COVID-19 cases with delayed absorption of lung lesion
  188. A triple combination of treatments on moderate COVID-19
  189. Social networks and eating disorders during the Covid-19 pandemic
  190. Letter
  191. COVID-19, WHO guidelines, pedagogy, and respite
  192. Inflammatory factors in alveolar lavage fluid from severe COVID-19 pneumonia: PCT and IL-6 in epithelial lining fluid
  193. COVID-19: Lessons from Norway tragedy must be considered in vaccine rollout planning in least developed/developing countries
  194. What is the role of plasma cell in the lamina propria of terminal ileum in Good’s syndrome patient?
  195. Case Report
  196. Rivaroxaban triggered multifocal intratumoral hemorrhage of the cabozantinib-treated diffuse brain metastases: A case report and review of literature
  197. CTU findings of duplex kidney in kidney: A rare duplicated renal malformation
  198. Synchronous primary malignancy of colon cancer and mantle cell lymphoma: A case report
  199. Sonazoid-enhanced ultrasonography and pathologic characters of CD68 positive cell in primary hepatic perivascular epithelioid cell tumors: A case report and literature review
  200. Persistent SARS-CoV-2-positive over 4 months in a COVID-19 patient with CHB
  201. Pulmonary parenchymal involvement caused by Tropheryma whipplei
  202. Mediastinal mixed germ cell tumor: A case report and literature review
  203. Ovarian female adnexal tumor of probable Wolffian origin – Case report
  204. Rare paratesticular aggressive angiomyxoma mimicking an epididymal tumor in an 82-year-old man: Case report
  205. Perimenopausal giant hydatidiform mole complicated with preeclampsia and hyperthyroidism: A case report and literature review
  206. Primary orbital ganglioneuroblastoma: A case report
  207. Primary aortic intimal sarcoma masquerading as intramural hematoma
  208. Sustained false-positive results for hepatitis A virus immunoglobulin M: A case report and literature review
  209. Peritoneal loose body presenting as a hepatic mass: A case report and review of the literature
  210. Chondroblastoma of mandibular condyle: Case report and literature review
  211. Trauma-induced complete pacemaker lead fracture 8 months prior to hospitalization: A case report
  212. Primary intradural extramedullary extraosseous Ewing’s sarcoma/peripheral primitive neuroectodermal tumor (PIEES/PNET) of the thoracolumbar spine: A case report and literature review
  213. Computer-assisted preoperative planning of reduction of and osteosynthesis of scapular fracture: A case report
  214. High quality of 58-month life in lung cancer patient with brain metastases sequentially treated with gefitinib and osimertinib
  215. Rapid response of locally advanced oral squamous cell carcinoma to apatinib: A case report
  216. Retrieval of intrarenal coiled and ruptured guidewire by retrograde intrarenal surgery: A case report and literature review
  217. Usage of intermingled skin allografts and autografts in a senior patient with major burn injury
  218. Retraction
  219. Retraction on “Dihydromyricetin attenuates inflammation through TLR4/NF-kappa B pathway”
  220. Special Issue Computational Intelligence Methodologies Meets Recurrent Cancers - Part I
  221. An artificial immune system with bootstrap sampling for the diagnosis of recurrent endometrial cancers
  222. Breast cancer recurrence prediction with ensemble methods and cost-sensitive learning
Downloaded on 17.9.2025 from https://www.degruyterbrill.com/document/doi/10.1515/med-2021-0345/html
Scroll to top button