|Year : 2019 | Volume
| Issue : 2 | Page : 163-169
The preoperative serum cystatin-C as an independent prognostic factor for survival in upper tract urothelial carcinoma
Ping Tan1, Ming Shi1, Jie Chen2, Hang Xu1, Nan Xie3, Huan Xu4, Yong Jiang4, Jian-Zhong Ai1, Liang-Ren Liu1, Lu Yang1, Qiang Wei1
1 Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
2 Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, China
3 Department of Emergency, West China Hospital, Sichuan University, Chengdu 610041, China
4 Department of Pathology, West China Hospital, Sichuan University, Chengdu 610041, China
|Date of Submission||01-Mar-2018|
|Date of Acceptance||04-Sep-2018|
|Date of Web Publication||09-Nov-2018|
Dr. Lu Yang
Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
Dr. Qiang Wei
Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
Source of Support: None, Conflict of Interest: None
Cystatin-C (Cys-C) has been reported as a valuable prognostic biomarker in various malignancies. However, its effect on upper tract urothelial carcinoma (UTUC) patients has not been investigated before. Thus, to explore the impact of Cys-C on survival outcomes in patients undergoing radical nephroureterectomy (RNU), a total of 538 patients with UTUC who underwent RNU between 2005 and 2014 in our center (West China Hospital, Chengdu, China) were included in this study. Kaplan–Meier method and Cox regression analyses were performed to assess the relationship between Cys-C and survival outcomes using SPSS version 22.0. The cutoff value of Cys-C was set as 1.4 mg l−1 using the receiver operating characteristic (ROC) curves and Youden index. The mean age of patients included was 66.1 ± 11.1 years, and the median follow-up duration was 38 (interquartile range: 19–56) months. Overall, 162 (30.1%) patients had elevated Cys-C, and they were much older and had worse renal function than those with Cys-C <1.4 mg l−1 (both P < 0.001). Meanwhile, Kaplan–Meier analysis revealed that the group with elevated Cys-C had worse cancer-specific survival (CSS, P = 0.001), disease recurrence-free survival (RFS, P = 0.003), and overall survival (OS, P < 0.001). Multivariable Cox analysis suggested that the elevated Cys-C was identified as an independent prognostic predictor of CSS (hazard ratio [HR]: 1.997, 95% confidential interval [CI]: 1.331–2.996), RFS (HR: 1.429, 95% CI: 1.009–2.023), and OS (HR: 1.989, 95% CI: 1.366–2.896). In conclusion, our result revealed that the elevated preoperative serum Cys-C was significantly associated with worse outcomes in UTUC patients undergoing RNU.
Keywords: cystatin-C; prognosis; radical nephroureterectomy; upper tract; urothelial carcinoma
|How to cite this article:|
Tan P, Shi M, Chen J, Xu H, Xie N, Xu H, Jiang Y, Ai JZ, Liu LR, Yang L, Wei Q. The preoperative serum cystatin-C as an independent prognostic factor for survival in upper tract urothelial carcinoma. Asian J Androl 2019;21:163-9
|How to cite this URL:|
Tan P, Shi M, Chen J, Xu H, Xie N, Xu H, Jiang Y, Ai JZ, Liu LR, Yang L, Wei Q. The preoperative serum cystatin-C as an independent prognostic factor for survival in upper tract urothelial carcinoma. Asian J Androl [serial online] 2019 [cited 2019 Nov 22];21:163-9. Available from: http://www.ajandrology.com/text.asp?2019/21/2/163/245161 - DOI: 10.4103/aja.aja_84_18
Ping Tan, Ming Shi
These authors contributed equally to this work.
| Introduction|| |
Upper tract urothelial carcinoma (UTUC) is a relatively rare malignancy that accounts for only 5%–10% of all urothelial carcinomas. At the moment, many clinical decisions making for UTUC are derived from evidence that based on bladder cancer cohorts, because the upper and lower urinary tract carcinomas share many characteristics. However, previous studies also found that there were many differences in practical, anatomical, biological, and molecular features which benefited risk stratifying and treating strategy making between them.,,, The radical nephroureterectomy (RNU) with bladder-cuff resection is still the standard treatment for nonmetastatic UTUC to date. Although the diagnosis and surgical techniques have improved, the survival outcomes have not significantly changed during last few decades.
The current risk stratification of UTUC is mainly based on postoperative data, including pathological tumor (pT) stage, tumor grade, lymphovascular invasion (LVI), lymph node metastasis, and concomitant variant histology (CVH). As the management measures for different risk groups are different according to guidelines, thus it is important for clinicians to find some preoperative predictors to help make management scheme.
Recently, some preoperative parameters such as tumor location, tumor size, hydronephrosis, neutrophil–lymphocyte ratio, and C-reactive protein have been found to be associated with the prognosis of UTUC patients.,, Previous studies have also demonstrated that abnormal serum level of cystatin C (Cys-C) could serve as a diagnostic and prognostic indicator for myeloma, breast cancer, colon cancer, and non-Hodgkin B-cell lymphoma as well as renal cell carcinoma.,,,, However, the potential role of serum Cys-C in UTUC has never been investigated before. Cys-C has been proposed as an endogenous marker of the glomerular filtration rate (GFR) with higher sensitivity than serum creatinine.,, Moreover, preoperative and postoperative renal function has been well established as an independent prognostic factor in UTUC patients after RNU.,,, Cys-C is also an inhibitor of cysteine proteases such as cathepsins (B, D, H, L, and S) and plays a role in the regulation of cell proliferation, differentiation, and migration. Thus, the aim of this study was to retrospectively assess the prognostic impact of serum Cys-C on UTUC patients undergoing RNU.
| Patients and Methods|| |
A total of 577 patients with UTUC who underwent surgical treatment in West China Hospital (Chengdu, China) between 2005 and 2014 were reviewed, but 31 patients were excluded from the study due to missing data. Furthermore, patients with the previous cystectomy for invasive bladder cancer (n = 3), patients who underwent RNU plus radical cystectomy (n = 3), and those with concomitant nonurothelial carcinoma (n = 2) were also excluded; no patient received neoadjuvant chemotherapy before surgery. The study was approved by the Ethics Committee of West China Hospital, and the methods were carried out in accordance with the approved guidelines. For this retrospective study, the formal consent is not required.
Clinical and pathological data evaluation
All RNU specimens were separately evaluated by two specific pathologists (Huan Xu and Yong Jiang) according to standard procedures. The 2002 American Joint Committee of Cancer TNM classification and the WHO International Society of Urological Pathology consensus classification were used to evaluate the tumor stage and grade, respectively. LVI was defined as the presence of tumor cells within an endothelium-lined space without underlying muscular walls. A positive surgical margin was defined as the presence of the tumor at inked areas of soft tissue on the RNU specimen. Lymph node status was categorized as negative (pN0), unknown (pNx), or positive (pN+). Tumor location was categorized as the renal pelvis, ureter, or involvement of both. Multifocality means two or more tumor sites were found in images or pathological analysis. CVH was defined as the presence of both urothelial carcinoma and variant histological differentiation in the RNU specimens. Preoperative serum Cys-C values were acquired from the routine blood tests within 30 days before surgery from Hospital Information System (HIS) database. Other variables including age, gender, tumor architecture, surgical approach, perioperative blood transfusion, hydronephrosis, tumor size, and adjuvant therapy were also collected.
The follow-up schedule was made according to the guideline. Simply, patients were followed every 3 months for the first year after surgery, semiannually for the 2nd and 3rd year, and annually thereafter, or as clinically indicated. Regular tests included urinary cytology and excretory urography of the contralateral upper urinary tract and routine checkups that included history, physical examination, blood laboratory tests, and chest radiography. If clinically indicated, selective bone scan and chest/abdomen computed tomography (CT)/magnetic resonance imaging (MRI) were elevated.
Disease recurrence was defined as local recurrence in the operating field, lymph node spread, and/or distant metastasis that had not been found in the preoperative examinations. Specifically, the tumor found in the urinary bladder or contralateral upper urinary tract after surgery was not regarded as tumor relapse.
Lymph node dissection was not routinely performed. As the indications for the adjuvant therapy (bladder instillation, systematic chemotherapy, and radiotherapy) are still not clear in European Association of Urology (EAU) guideline for UTUC, so we would recommend a single dose of adjuvant bladder chemotherapy (pirarubicin, mitomycin, or epirubicin) to prevent bladder recurrence after RNU. The systematic chemotherapy (cisplatin-based or noncisplatin-based chemotherapy) or radiotherapy was recommended if 1) the surgical margin or lymph nodes were positive and 2) clinically indicated local or distant recurrence or metastasis during follow-up. But for those with comorbidities and impaired renal function, systematic chemotherapy was recommended with caution as chemotherapy-related toxicity could reduce their survival outcomes.
Continuous variables were analyzed using Student's t-test, and categorical variables were evaluated using the Chi-squared test. Logistic regression was performed to assess the relationship between Cys-C and clinicopathological features. The cutoff value of Cys-C was determined using the receiver operating characteristic (ROC) curve and Youden index (Youden index = sensitivity + specifcity − 1), which were commonly used to select the cutoff points for the markers in clinical trials. The value of Cys-C at the point where Youden index was maximum was set as the cutoff value. The Kaplan–Meier method was used to calculate survival outcomes including overall survival (OS), cancer-specific survival (CSS), and disease recurrence-free survival (RFS) in two groups, and the log-rank test was used to assess their differences. Univariable and multivariable Cox proportional hazards regression models were performed to evaluate the relationship between variables and OS, CSS, and RFS. Hazard ratios (HRs) with their 95% confidential intervals (CIs) were used to assess the strength of the individual variables. All reported P values were two-sided with statistical significance set at P < 0.05. Statistical analyses were performed using IBM SPSS Statistics version 22.0 (IBM Corp., Armonk, NY, USA).
| Results|| |
A total of 538 patients with a mean age of 66.1 (standard deviation [s.d.]: 11.1) years were included in the present study, and the median follow-up duration was 38 (interquartile range: 19–56) months. Among participants, 265 patients (49.3%) had the tumor in the renal pelvis, 180 (33.5%) had tumor only in the ureter, and 93 (17.3%) had tumors involved in both sites. In addition, 182 patients (33.8%) were diagnosed with pTis/Ta/T1, 102 (19.0%) with pT2, 178 (33.1%) with pT3, and 76 (14.1%) with pT4. Positive lymph nodes were found in 48 (8.9%) patients. A total of 103 patients underwent lymph node dissection, and 48 of them were proved to have lymph node metastasis. At the time of analysis, 154 participants died from UTUC, and 180 patients died from all causes as well as 217 patients developed UTUC recurrence. The cutoff value of Cys-C was 1.4 mg l−1. Finally, 162 (30.1%) patients were included in the elevated Cys-C group (Cys-C ≥1.4 mg l−1). Compared with the low Cys-C group, the patients in the elevated Cys-C group were much older and had worse renal function and higher serum creatinine (all P < 0.001) [Table 1].
|Table 1: Baseline characteristics of 538 patients with upper tract urothelial carcinoma included in the present study|
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Logistic regression found that the age and serum creatinine were positively associated with Cys-C (relative risk [RR]: 1.070, 95% CI: 1.041–1.100 and RR: 1.017, 95% CI: 1.017–1.053, respectively), while estimated glomerular fltration rate (eGFR) was negatively correlated to Cys-C (RR: 0.961, 95% CI: 0.934–0.988) [Table 2]. In addition, ROC curve analysis found that Cys-C (area under the curve [AUC] = 0.593, P < 0.001) was much significant compared with eGFR (AUC = 0.567, P = 0.012), but creatinine was not a significant indicator (AUC = 0.542, P = 0.109). Kaplan–Meier analysis showed that the group with elevated Cys-C had worse CSS (P = 0.001), RFS (P = 0.003), and OS (P < 0.001) compared with the group with low Cys-C level [Figure 1]. The overall estimated 5-year CSS, RFS, and OS were 45.3% ± 6.7%, 36.3% ± 5.5%, and 42.3% ± 5.1%, respectively, in the patients with elevated Cys-C and 66.7% ± 3.2%, 51.9% ± 3.6%, and 62.5% ± 3.3%, respectively, in their counterparts.
|Table 2: Logistic regression analysis to evaluate the relationship between Cys-C and clinicopathological features in patients with upper tract urothelial carcinoma|
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|Figure 1: Kaplan–Meier curves and log-rank tests showing patients with higher preoperative serum Cys-C levels (Cys-C ≥1.4 mg l−1, green) had worse (a) CSS (P = 0.001), (b) disease RFS (P = 0.003), and (c) OS (P < 0.001) compared with those with low Cys-C levels (Cys-C <1.4 mg l−1, blue) in our cohort after radical nephroureterectomy. Cys-C: cystatin-C; CSS: cancer-specifc survival; RFS: recurrence-free survival; OS: overall survival.|
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In univariable analysis, the results showed that the elevated Cys-C was associated with worse CSS (HR: 1.708, 95% CI: 1.234–2.365; [Table 3]), RFS (HR: 1.513, 95% CI: 1.145–1.999; [Table 4]), and OS (HR: 1.791, 95% CI: 1.327–2.416; [Table 5]). Furthermore, the advanced tumor stage, high tumor grade, positive lymph node and margin status, the presence of LVI, with CVH, size ≥3 cm, sessile architecture, and perioperative transfusion all contributed to worse CSS, RFS, and OS [Table 3], [Table 4], [Table 5]. While, eGFR was only related to RFS (P = 0.018; [Table 4]).
|Table 3: Univariable and multivariable Cox regression analyses of urinary tract urothelial carcinoma with regard to cancer-specific survival|
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|Table 4: Univariable and multivariable Cox regression analyses of urinary tract urothelial carcinoma with regard to disease recurrence-free survival|
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|Table 5: Univariable and multivariable Cox regression analyses of urinary tract urothelial carcinoma with regard to overall survival|
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In multivariable analysis, the elevated Cys-C was also identified as an independent prognostic factor for CSS (HR: 1.997, 95% CI: 1.331–2.996; [Table 3]), RFS (HR: 1.429, 95% CI: 1.009–2.023; [Table 4]), and OS (HR: 1.989, 95% CI: 1.366–2.896; [Table 5]). The results also suggested that tumor pT stage, lymph node invasion, and tumor size were independent predictors of OS, CSS, and RFS [Table 3], [Table 4], [Table 5]. The high-grade disease was only related to worse CSS (HR: 2.376, 95% CI: 1.316–4.289; [Table 3]) and OS (HR: 1.914, 95% CI: 1.147–3.195; [Table 5]). Interestingly, eGFR and adjuvant therapy both were found to be related to CSS (HR: 1.014, 95% CI: 1.004–1.023 and HR: 0.656, 95% CI: 0.468–0.921, respectively; [Table 3]) and OS (HR: 1.010, 95% CI: 1.001–1.019 and HR: 0.681, 95% CI: 0.498–0.930, respectively; [Table 5]) in multivariable model.
| Discussion|| |
This is the first study to evaluate the relationship between preoperative serum Cys-C level and the survival outcomes of UTUC. The results showed that the elevated Cys-C contributed to shorter CSS, RFS, and OS in UTUC patients after RNU treatment. Serum Cys-C was demonstrated as an important biomarker of renal function and even more sensitive for estimating eGFR than serum creatinine. The elevated Cys-C was also found to be related to worse renal function in our study. In addition, the results confirmed that the elevated Cys-C was as an independent prognostic predictor of survival outcomes in UTUC patients in the multivariable analysis. Evidence has proved that renal insufficiency significantly increased the mortality after cancer treatments. The eGFR in our study was calculated using serum creatinine levels, and our results also found that the eGFR was a significant prognostic factor in UTUC patients, like the findings in other tumors.,, Thus, the prognostic impact of Cys-C in UTUC may be partly attributed to its correlation with renal function. In addition, adjuvant therapy was proved to be related to CSS and OS in multivariable analysis, which was partially consistent with the results of a recent meta-analysis which indicated that adjuvant chemotherapy was associated with OS and disease-free survival.
Cys-C is an inhibitor of cysteine proteases which could facilitate the cell proliferation, differentiation, and migration in vitro. Previous studies reported that serum Cys-C was elevated in patients with breast cancer, prostate cancer, colorectal cancer, melanoma, and ovarian cancer.,,, Recently, Yuan et al. assessed 1063 nasopharyngeal carcinoma patients and they found that high serum Cys-C was independently associated with poor prognosis. Guo et al. also found that high preoperative serum Cys-C was significantly associated with shorter OS and disease-free survival in 325 renal cell carcinoma patients. These findings were in line with the results of our cohort. However, the Cys-C was rarely detected or downregulated in various tumor tissues compared with that in normal tissues,,,, which indicated that Cys-C might be inhibited by tumorigenesis.
The researchers believed that the balance between Cys-C and cysteine proteases played an important role in tumor cell invasion and migration; however, the potential mechanisms remain unclear. Previous studies suggested that Cys-C could inhibit activities of cathepsins, a family of cysteine proteases that can promote cancer cell invasion and metastasis, and it was also involved in other activities related to tumor regression. Cys-C was secreted into serum by immune cells and played a role in immune response to cancer-induced damage. Furthermore, cystatin family could also induce macrophages releasing nitric oxide and regulate cellular interleukin and cytokines in T-cells and fibroblasts and further modulate cell differentiation, proliferation, and biological activities., Therefore, high level of Cys-C may reflect the high level of inflammation and immune response in vivo, which may correspondingly indicate the high ability of malignancy and invasion of the tumors. However, how tumorigenesis conversely inhibits the expression of Cys-C in tumor tissues is still unknown. Furthermore, the expression level of Cys-C in UTUC tissues from patients' samples remains unclear either to date.
Some limitations in this study should be informed. First, the retrospective nature of this study may cause selection bias and cannot exclude potential confounding factors; in addition, lymphadenectomy is not routinely performed as there is no consensus on the lymphadenectomy pattern for UTUC and its additional benefits are still uncertain except for providing accurate staging and predicting survival. The oncological outcomes could also be affected by surgical approaches, although there was no difference in surgical approaches between two groups. Indeed, this study is the first to explore the relationship of preoperative serum Cys-C and prognosis of UTUC. The results of the present study should be validated by future prospective studies, and the potential mechanisms should be further investigated.
| Conclusions|| |
The preoperative serum Cys-C level was not only a predictor of renal function but also proved to be an independent prognostic predictor in patients undergoing RNU for UTUC. Cys-C may act as a useful biomarker to preoperatively select high-risk patients who may need adjuvant therapy and should be monitored more frequently after surgery.
| Author Contributions|| |
PT and MS participated in project design and performed data collection and statistical analysis. PT drafted the manuscript. MS did the paper revision. JC, NX, and Hang X participated in data collection and manuscript revision. Huan X and YJ reviewed all specimens and made pathology classification. JZA and LRL participated in data collection and helped to analyze data. LY and QW carried out project design and participated in data explanation and manuscript revision. All authors read and approved the final manuscript.
| Competing Interests|| |
All authors declare no competing interests.
| Acknowledgments|| |
This program was supported by the National Key Research and Development Program of China (Grant No. SQ2017YFSF090096), the Prostate Cancer Foundation Young Investigator Award 2013, the National Natural Science Foundation of China (Grant No. 81300627, 81370855, 81702536, and 81770756), the Science and Technology Department of Sichuan Province (Grant No. 2014JY0219 and 2017HH0063), and Young Investigator Award of Sichuan University 2017. The funders had no role in patient selection, data extraction, statistical analysis or interpretation, writing of this article, or the decision to publish.
| References|| |
Roupret M, Babjuk M, Comperat E, Zigeuner R, Sylvester RJ, et al.
European association of urology guidelines on upper urinary tract urothelial carcinoma: 2017 update. Eur Urol
2018; 73: 111–22.
Green DA, Rink M, Xylinas E, Matin SF, Stenzl A, et al.
Urothelial carcinoma of the bladder and the upper tract: disparate twins. J Urol
2013; 189: 1214–21.
Sfakianos JP, Cha EK, Iyer G, Scott SN, Zabor EC, et al.
Genomic characterization of upper tract urothelial carcinoma. Eur Urol
2015; 68: 970–7.
Kammerer-Jacquet SF, Mathieu R, Peyronnet B, Rioux-Leclercq N, Bensalah K. Genomics in upper tract urothelial carcinoma. Curr Opin Urol
2017; 27: 35–40.
Sanford T, Porten S, Meng MV. Molecular analysis of upper tract and bladder urothelial carcinoma: results from a microarray comparison. PLoS One
2015; 10: e0137141.
Rink M, Ehdaie B, Cha EK, Green DA, Karakiewicz PI, et al.
Stage-specific impact of tumor location on oncologic outcomes in patients with upper and lower tract urothelial carcinoma following radical surgery. Eur Urol
2012; 62: 677–84.
Lughezzani G, Burger M, Margulis V, Matin SF, Novara G, et al.
Prognostic factors in upper urinary tract urothelial carcinomas: a comprehensive review of the current literature. Eur Urol
2012; 62: 100–14.
Cheng YC, Huang CN, Wu WJ, Li CC, Ke HL, et al.
The prognostic significance of inflammation-associated blood cell markers in patients with upper tract urothelial carcinoma. Ann Surg Oncol
2016; 23: 343–51.
Kim M, Moon KC, Choi WS, Jeong CW, Kwak C, et al.
Prognostic value of systemic inflammatory responses in patients with upper urinary tract urothelial carcinoma. World J Urol
2015; 33: 1439–57.
Kos J, Werle B, Lah T, Brunner N. Cysteine proteinases and their inhibitors in extracellular fluids: markers for diagnosis and prognosis in cancer. Int J Biol Markers
2000; 15: 84–9.
Guo S, Xue Y, He Q, He X, Guo K, et al.
Preoperative serum cystatin-C as a potential biomarker for prognosis of renal cell carcinoma. PLoS One
2017; 12: e0178823.
Kos J, Krasovec M, Cimerman N, Nielsen HJ, Christensen IJ, et al.
Cysteine proteinase inhibitors stefin A, stefin B, and cystatin C in sera from patients with colorectal cancer: relation to prognosis. Clin Cancer Res
2000; 6: 505–11.
Terpos E, Katodritou E, Tsiftsakis E, Kastritis E, Christoulas D, et al.
Cystatin-C is an independent prognostic factor for survival in multiple myeloma and is reduced by bortezomib administration. Haematologica
2009; 94: 372–9.
Mulaomerovic A, Halilbasic A, Cickusic E, Zavasnik-Bergant T, Begic L, et al.
Cystatin C as a potential marker for relapse in patients with non-Hodgkin B-cell lymphoma. Cancer Lett
2007; 248: 192–7.
Jovanovic D, Krstivojevic P, Obradovic I, Durdevic V, Dukanovic L. Serum cystatin C and beta2-microglobulin as markers of glomerular filtration rate. Ren Fail
2003; 25: 123–33.
Lopez-Giacoman S, Madero M. Biomarkers in chronic kidney disease, from kidney function to kidney damage. World J Nephrol
2015; 4: 57–73.
Qiu X, Liu C, Ye Y, Li H, Chen Y, et al.
The diagnostic value of serum creatinine and cystatin C in evaluating glomerular filtration rate in patients with chronic kidney disease: a systematic literature review and meta-analysis. Oncotarget
2017; 8: 72985–99.
Luo Y, She DL, Xiong H, Fu SJ, Yang L. Pretreatment neutrophil to lymphocyte ratio as a prognostic predictor of urologic tumors: a systematic review and meta-analysis. Medicine (Baltimore)
2015; 94: e1670.
Xylinas E, Rink M, Margulis V, Clozel T, Lee RK, et al.
Impact of renal function on eligibility for chemotherapy and survival in patients who have undergone radical nephro-ureterectomy. BJU Int
2013; 112: 453–61.
Hurel S, Roupret M, Seisen T, Comperat E, Phe V, et al.
Influence of preoperative factors on the oncologic outcome for upper urinary tract urothelial carcinoma after radical nephroureterectomy. World J Urol
2015; 33: 335–41.
Momota M, Hatakeyama S, Tokui N, Sato T, Yamamoto H, et al.
The impact of preoperative severe renal insufficiency on poor postsurgical oncological prognosis in patients with urothelial carcinoma. Eur Urol Focus
2018. doi: 10.1016/j.euf.2018.03.003. [Epub ahead of print].
Keppler D. Towards novel anti-cancer strategies based on cystatin function. Cancer Lett
2006; 235: 159–76.
Novara G, Matsumoto K, Kassouf W, Walton TJ, Fritsche HM, et al.
Prognostic role of lymphovascular invasion in patients with urothelial carcinoma of the upper urinary tract: an international validation study. Eur Urol
2010; 57: 1064–71.
Colin P, Ouzzane A, Yates DR, Audenet F, Pignot G, et al.
Influence of positive surgical margin status after radical nephroureterectomy on upper urinary tract urothelial carcinoma survival. Ann Surg Oncol
2012; 19: 3613–20.
Roscigno M, Shariat SF, Margulis V, Karakiewicz P, Remzi M, et al.
The extent of lymphadenectomy seems to be associated with better survival in patients with nonmetastatic upper-tract urothelial carcinoma: how many lymph nodes should be removed? Eur Urol
2009; 56: 512–8.
Yafi FA, Novara G, Shariat SF, Gupta A, Matsumoto K, et al.
Impact of tumour location versus multifocality in patients with upper tract urothelial carcinoma treated with nephroureterectomy and bladder cuff excision: a homogeneous series without perioperative chemotherapy. BJU Int
2012; 110: E7–13.
Shibing Y, Liangren L, Qiang W, Hong L, Turun S, et al.
Impact of tumour size on prognosis of upper urinary tract urothelial carcinoma after radical nephroureterectomy: a multi-institutional analysis of 795 cases. BJU Int
2016; 118: 902–10.
Fluss R, Faraggi D, Reiser B. Estimation of the Youden index and its associated cutoff point. Biomed J
2005; 47: 458–72.
Launay-Vacher V, Janus N, Deray G. Renal insufficiency and cancer treatments. ESMO Open
2016; 1: e000091.
Leow JJ, Martin-Doyle W, Fay AP, Choueiri TK, Chang SL, et al.
A systematic review and meta-analysis of adjuvant and neoadjuvant chemotherapy for upper tract urothelial carcinoma. Eur Urol
2014; 66: 529–41.
Wegiel B, Jiborn T, Abrahamson M, Helczynski L, Otterbein L, et al.
Cystatin C is downregulated in prostate cancer and modulates invasion of prostate cancer cells via MAPK/Erk and androgen receptor pathways. PLoS One
2009; 4: e7953.
Tumminello FM, Badalamenti G, Incorvaia L, Fulfaro F, D'Amico C, et al.
Serum interleukin-6 in patients with metastatic bone disease: correlation with cystatin C. Med Oncol
2009; 26: 10–5.
Nishikawa H, Ozaki Y, Nakanishi T, Blomgren K, Tada T, et al.
The role of cathepsin B and cystatin C in the mechanisms of invasion by ovarian cancer. Gynecol Oncol
2004; 92: 881–6.
Saleh Y, Sebzda T, Warwas M, Kopec W, Ziolkowska J, et al.
Expression of cystatin C in clinical human colorectal cancer tissues. J Exp Ther Oncol
2005; 5: 49–53.
Kos J, Stabuc B, Schweiger A, Krasovec M, Cimerman N, et al.
Cathepsins B, H, and L and their inhibitors stefin A and cystatin C in sera of melanoma patients. Clin Cancer Res
1997; 3: 1815–22.
Yuan J, Xu M, Li J, Li N, Chen LZ, et al.
Prognostic value of cystatin C in patients with nasopharyngeal carcinoma: a retrospective study of 1063 patients. Clinics (Sao Paulo)
2016; 71: 338–43.
Werle B, Schanzenbacher U, Lah TT, Ebert E, Julke B, et al.
Cystatins in non-small cell lung cancer: tissue levels, localization and relation to prognosis. Oncol Rep
2006; 16: 647–55.
Sokol JP, Schiemann WP. Cystatin C antagonizes transforming growth factor beta signaling in normal and cancer cells. Mol Cancer Res
2004; 2: 183–95.
Verdot L, Lalmanach G, Vercruysse V, Hoebeke J, Gauthier F, et al.
Chicken cystatin stimulates nitric oxide release from interferon-gamma-activated mouse peritoneal macrophages via cytokine synthesis. Eur J Biochem
1999; 266: 1111–7.
Das L, Datta N, Bandyopadhyay S, Das PK. Successful therapy of lethal murine visceral leishmaniasis with cystatin involves up-regulation of nitric oxide and a favorable T cell response. J Immunol
2001; 166: 4020–8.
[Table 1], [Table 2], [Table 3], [Table 4], [Table 5]