Abstract
Limited information is currently available on predictors of upper tract urothelial carcinoma (UTUC) recurrence in non-muscle-invasive bladder cancer (NMIBC) patients according to smoking history, although smoking probably contributes to urothelial carcinogenesis. Therefore, the present study aimed to identify independent predictors of UTUC recurrence in all patients and those with a smoking history. Our study population comprised 1190 NMIBC patients who underwent transurethral resection of bladder tumor. UTUC developed in 43 patients during the follow-up. A history of bacillus Calmette-Guérin (BCG) therapy was independently associated with a lower incidence of UTUC (HR = 0.43; P = 0.011). In a subgroup of NMIBC patients with a smoking history, concomitant carcinoma in situ (CIS) and a lower urinary pH (< 6) were independently associated with a higher incidence of UTUC recurrence (HR = 3.34, P = 0.006 and HR = 3.73, P = 0.008, respectively). Among patients with a longer smoking duration (≥ 20 years) or larger smoking intensity (≥ 20 cigarettes per day), those with lower urinary pH (< 6) had a significantly higher UTUC recurrence rate than their counterparts. These results suggest that BCG instillation may prevent UTUC recurrence in NMIBC patients, while a lower urinary pH and concomitant CIS increase the risk of UTUC recurrence in those with a smoking history.
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Introduction
The incidence of upper tract urothelial carcinoma (UTUC) in patients with non-muscle-invasive bladder cancer (NMIBC) after transurethral resection was previously reported to be 0.5–6%1,2,3,4. The detection of UTUC recurrence in the early stage is considered to be important because it is more invasive than bladder cancer: 60% of UTUC are invasive at diagnosis, in contrast to only 15% of bladder tumors5,6. Approximately 10% of high-risk NMIBC patients developed UTUC, 20% of whom died from it1,7. Consequently, most NMIBC patients have received surveillance for UTUC development and bladder recurrence.
Previous studies on UTUC recurrence identified risk factors including the occurrence of intravesical recurrence, the presence of the vesicoureteral reflux (VUR), and failed intravesical chemotherapy1,7,8,9. Moreover, smoking has been shown to contribute to the carcinogenesis of UTUC5. Specifically, tobacco use increases the relative risk of UTUC to 2.5–710. McLaughlin et al. showed that the estimated risk of UTUC ranged between 2.4 with the consumption of less than 20 cigarettes per day and 4.8 with the consumption of more than 40 cigarettes per day11. Therefore, smoking appears to be an important risk factor for UTUC development.
Urinary pH was recently found to be strongly associated with bladder carcinogenesis. An in vitro study showed that urinary pH strongly influenced the presence of aromatic amines from cigarette smoke and further metabolism to bind to DNA under acidic conditions12. Clinically, a consistent acidic urinary pH ≤ 6 increased the risk of bladder cancer, particularly in current smokers13. These findings indicate that acidic urine in smokers is associated with urothelial carcinogenesis. However, to the best of our knowledge, the relationships between the recurrence of UTUC and smoking status/urinary pH have not yet been examined in NMIBC patients. Accordingly, the aim of the present study was to clarify these relationships.
Results
Patient characteristics
The mean age of 1190 patients was 68.5 years and the mean follow-up was 67.3 months. After surgery, UTUC recurrence was identified in 43 cases (3.6%). Table 1 shows the clinicopathological characteristics of patients with and without UTUC recurrence. Among all patients, significant differences were observed in clinicopathological parameters, except for a history of bacillus Calmette-Guérin (BCG) therapy, between those with and without UTUC (Table 1). Among patients with a smoking history, only carcinoma in situ (CIS) and urinary pH were significantly different between the two groups.
Predictors of UTUC recurrence in all NMIBC patients
The univariate Cox regression analysis identified BCG therapy as a significant predictor of UTUC recurrence in all NMIBC patients (Table 2). Furthermore, BCG therapy was independently associated with a lower incidence of UTUC recurrence (hazard ratio: HR = 0.43; P = 0.011). The 5-year UTUC recurrence rate was 4.9% in NMIBC patients who did not receive BCG therapy, which was significantly higher than in NMIBC patients treated with BCG therapy (5-year recurrence rate; 2.1%, P = 0.011, Fig. 1A). As shown in Fig. 1B, no significant difference was observed in UTUC recurrence between NMIBC patients with and without a smoking history.
Predictors of UTUC recurrence in NMIBC patients with a smoking history
The univariate Cox regression analysis identified concomitant CIS and the urinary pH level as significant predictors of UTUC recurrence in NMIBC patients with a smoking history (Table 2). Furthermore, concomitant CIS and a urinary pH level of less than 6 were independently associated with a higher incidence of UTUC recurrence (HR = 3.34, P = 0.006 and HR = 3.73, P = 0.008, respectively). As shown in Fig. 2A, in a subgroup of NMIBC patients without a smoking history, no significant difference was observed in UTUC recurrence between patients with a urinary pH level of equal to or more than 6 and those with a urinary pH level of less than 6. However, in a subgroup of NMIBC patients with a smoking history, those with a urinary pH level of less than 6 had a significantly higher incidence of UTUC recurrence than their counterparts (P = 0.004, Fig, 2B). In patients with a smoking history, 5-year UTUC recurrence rates were 5.4% and 2.1% in NMIBC patients with a urinary pH level of less than 6 and equal to or more than 6, respectively.
Among NMIBC patients with a longer smoking duration (≥ 20 years), the 5-year UTUC recurrence rate was 5.6% in patients with a urinary pH level of less than 6, which was significantly higher than that in those with a urinary pH level of equal to or more than 6 (2.1%, P = 0.010, Fig. 3A). On the other hand, among patients with a shorter smoking duration (< 20 years), no significant difference in UTUC recurrence was found between the two groups (Fig. 3B).
Similarly, among NMIBC patients with a larger smoking intensity (≥ 20 cigarettes per day), the 5-year UTUC recurrence rate was 4.8% in patients with a urinary pH level of less than 6, which was significantly higher than that in those with a urinary pH level of equal to or more than 6 (1.7%, P = 0.020, Fig. 4A). Meanwhile, no significant difference in UTUC recurrence between the two groups was observed in those with a smoking history and smaller smoking intensity (< 20 cigarettes per day) (Fig. 4B).
Propensity score matching yielded 286 patients in each group. Patients were similarly matched for all clinicopathological characteristics (Table 3). After the propensity matching analysis, in a subgroup of NMIBC patients with a positive smoking history, the 5-year UTUC recurrence rate was 5.7% in patients with a urinary pH level of less than 6, which was significantly higher than that in those with a urinary pH level of equal to or more than 6 (2.1%, P = 0.015, Fig. 2C).
Discussion
Previous studies reported the vital role of smoking in urothelial carcinogenesis5; however, other factor may also contribute to it because not all smokers have urothelial malignancies. Accordingly, the present study clarified the relationship between UTUC recurrence and clinicopathological parameters in NMIBC patients according to a smoking history. In all patients, a history of BCG therapy was identified as a significant predictor of UTUC recurrence, while in those with a positive smoking history, a lower urinary pH and concomitant CIS increased the risk of UTUC recurrence. These results suggest that BCG therapy may prevent UTUC in NMIBC patients. Meanwhile, acidic urine and concomitant CIS appeared to increase the risk of UTUC recurrence in patients with a smoking history.
The multifocality and frequent recurrences are well-known characteristics of urothelial cancer. There are currently the two main concepts which have been proposed to explain this phenomenon14. The first hypothesis is intraluminal seeding theory, in which the multifocality or recurrence of urothelial carcinoma occurs due to the release of tumor cells from the primary lesion and the implantation of tumor cells at different sites of the urothelium. Several clinical outcomes suggest the dissemination theory. The risk of UTUC after transurethral resection of bladder tumor (TURBT) was previously reported to be 0.5–6%, which is markedly lower than the risk of bladder cancer after nephroureterectomy for UTUC (30–40%)1,2,3,4,7,8,15. However, the risk of UTUC has been shown to increase by 15- to 22-fold if patients have VUR16,17. Therefore, local control, including intravesical treatments, plays an important role in preventing dissemination from the bladder. Regarding UTUC development in NMIBC patients, previous studies identified several risk factors, including the occurrence of intravesical recurrence, the presence of VUR, and failed intravesical chemotherapy1,7,8. The present study showed that BCG instillation was an independent factor for UTUC in all patients, which was supported by the first hypothesis described above, i.e. the mechanism of dissemination.
The second hypothesis postulates that multiple cells become initiated or partially transformed as a result of carcinogenic insults and acquire independent genetic alternations. Therefore, the detection and exclusion of carcinogens, such as aromatic amines, are essential for preventing the development of urothelial carcinoma. In in vitro studies, aromatic amines were found to be affected by urinary pH18. Specifically, the rapid hydrolyzation of the N-glucuronide of N-acetyl-benzidine and further metabolism to bind to DNA were observed under acidic conditions19,20. Furthermore, the half-life of 4-aminobiphenyl (ABP) N-glucuronide conjugates before being hydrolyzed was 11 min at pH 5.5 and 3 h at pH 7.421. Bois et al. also reported that urinary pH was a strong contributor to interindividual variations in the DNA binding of ABP in the bladder22. Clinically, previous studies reported that a consistent acidic urinary pH increased the risk of bladder cancer13 as well as bladder recurrence in UTUC23. Collectively, these findings indicate that acidic urine is a key factor for urothelial carcinogenesis and recurrence through the activation of aromatic amines derived from cigarettes. The subgroup analysis of smokers in the present study revealed a significant difference in the incidence of UTUC between the higher and lower urinary pH groups in patients with a larger smoking intensity or longer duration of smoking, but no significant differences between these groups in the counterparts. Moreover, after reducing the bias of multiplicity using propensity score matching, similar results were obtained. Taken together, urine pH appears to be important for UTUC recurrence in NMIBC patients with a smoking history.
NMIBC patients with CIS were previously reported to have a higher incidence of UTUC recurrence than those without it (21.2% vs 2.3%, P < 0.001)24. Schwartz et al. showed that the UTUC recurrence rate was 13% in NMIBC patients with CIS, which was significantly higher than that in those without CIS (3.1%)25. A recent study demonstrated that the smoke load (over 20 pack-year) increased the risk of recurrence and progression (HR = 1.019 and 1.034, P = 0.00004 and 0.00002, respectively) in NMIBC patients treated with BCG, suggesting that the smoke load reduces the efficacy of BCG therapy26. These findings appear to support our results showing that concomitant CIS, but not a history of BCG, is an independent predictor of UTUC recurrence in NMIBC patients with a positive smoking history.
Although the incidence of UTUC is relatively low1,2,7,8,15, most urologists perform UTUC surveillance for all NMIBC patients. Based on the present results, NMIBC patients may be divided into several risk groups based on smoking history. BCG may prevent UTUC recurrence in all NMIBC patients, while BCG and the inhibition of transcription factors induced in an acidic environment may effectively prevent UTUC recurrence in those with a smoking history. A recent study demonstrated that an acidic environment promoted tumor progression through the activation of sterol regulatory element-binding protein 2 (SREBP2)27, which was reported to function with p5328. A p53 mutation was detected in more cases of bladder cancer patients with a smoking history than in those without it29. Accordingly, further studies to investigate pH-regulated effectors of p53 in bladder cancer, such as SREBP2, might be needed to predict and prevent UTUC recurrence.
The present study has several limitations. Since it was performed in a retrospective manner, unknown sources of bias may exist. Accordingly, we performed a comparative analysis of the risk of UTUC in lower and higher pH NMIBC patients with a smoking history using propensity scoring to control for selection bias30. As aforementioned, there are several factors that alter urinary pH31, and patients with diseases or taking medication that affect urinary pH were excluded. The smoking status was self-reported, which may cause a recall bias. Regarding urinary pH measurements, the accuracy of the dipstick test is also a study limitation. The gold standard measurement of urinary pH is with an electrochemical pH meter. However, it is not clinically used due to its complexity and cost.
In conclusion, the results of the present study suggest that BCG instillation prevented UTUC recurrence in NMIBC patients. Acidic urine and concomitant CIS increase the risk of UTUC recurrence in NMIBC patients with a smoking history. Therefore, monitoring urine pH and modifications to pH for urine alkalization may benefit NMIBC patients with a positive smoking history.
Methods
We retrospectively reviewed the medical records of patients who were surgically treated at Keio University Hospital, Saiseikai Central Hospital, and Saitama Medical University Hospital between 1995 and 2014. During this period, 1293 NMIBC patients underwent TURBT at these institutions. This study was approved by the Ethics Committee of Keio University Hospital, Saiseikai Central Hospital and Saitama Medical University Hospital, and was performed in accordance with the guidelines of human research. All subjects involved in the study provided their written informed consent according to the Declaration of Helsinki, as approved by the Ethics Committee of Keio University Hospital, Saiseikai Central Hospital and Saitama Medical University Hospital.
Patients with several diseases that alter urinary pH, including renal tubular acidosis, primary hyperparathyroidism, and urinary tract infection (UTI) were excluded from the present study23. Additionally, patients taking certain medications that affect urinary pH levels were excluded23. Accordingly, 4 patients with UTI and 3 being treated with medications that affect urinary pH during the perioperative period were excluded from this study. Also, 3 patients who were lost to the follow-up within 2 months of TURBT, 84 with a previous history of UTUC and 7 with synchronous UTUC, and 2 with insufficient information on their smoking status or urine analysis were excluded from this study. We ultimately analyzed 1190 patients in the present study. The histological types were pure urothelial carcinoma (UC) and UC with the other histological components in 1101 and 89 patients, respectively. Among the other concomitant histological components, squamous cell carcinoma (SCC) component alone, adenocarcinoma (AC) component alone, and both SCC and AC components were found in 14, 39, and 36 patients, respectively. Among them, 610 patients received induction BCG therapy scheduled for weekly administration for 6–8 weeks at a full dose of BCG in 40 ml of saline with retention for 1–2 h. Basically, intravesical BCG therapy was utilized in accordance with the current guideline32. Meanwhile, several patients did not receive it due to their unwillingness or the preference of the attending physicians.
Patients were subjected to urine cytology and cystoscopy every 3 months for 2 years after TURBT, every 6 months for the next 3 years, and every 6 to 12 months thereafter. Computerized tomography, magnetic resonance imaging, and/or excretory urograms were also performed every year for 5 years after TURBT and annually thereafter33.
We measured urinary pH using Uriflet 9UB (Menarini Diagnostics, Florence, Italy), a widely used dipstick in Japan, and Autin MAX™ AX-4030, an automated urine test-strip analyzer34. Urinary pH was defined as the median of at least 3 consecutive measurements within 2 months of TURBT. Voided urine samples were collected from the second or third micturition of the morning.
Data on self-reported cigarette smoking statuses were obtained in an interview with attending physicians as part of the patient history at the initial consultation. These data were confirmed by a resident or fellow in a secondary interview at TURBT33. In the present study, NMIBC patients who had smoked at least 100 cigarettes in their lifetime were defined as patients with a smoking history. Among 688 patients with a smoking history, 380 current and 308 former smokers who had quit smoking at the time of the interview were included.
We analyzed relationships between UTUC recurrence and clinicopathological parameters, including the smoking status and urinary pH, using the chi-squared test. The incidence of UTUC was estimated using the Kaplan–Meier method and analyzed with the Log-rank test. A multivariate analysis was performed using the Cox proportional hazards model. Variables that were marginally significant at a level of P < 0.10 in the univariate analysis were selected in the multivariate model. Therefore, we included BCG and urinary pH in all patients and urinary pH and concomitant CIS in those with a positive smoking history in the final multivariate model. We performed propensity score analyses to compare the risk of UTUC between the low and high pH groups with similar clinicopathological parameters in NMIBC patients with a smoking history. Propensity scores were estimated using a multivariate logistic regression method, in which variables included age, sex, the smoking status, grade, T stage, multiplicity, CIS, intravesical chemotherapy, and BCG.
Ideal cut-off values for variables were calculated by applying a receiver-operating curve analysis to test all possible cut-offs that may discriminate between patients with or without UTUC development35. A urinary pH level of 6.0 was defined as the cut-off point in the present study. The level of significance was set at P < 0.05. These analyses were performed with the SPSS statistical software package, version 26.0 (SPSS: An IBM Company, Chicago, IL).
Data availability
The datasets generated during the present study are available from the corresponding author upon reasonable request.
References
Millan-Rodriguez, F., Chechile-Toniolo, G., Salvador-Bayarri, J., Huguet-Perez, J. & Vicente-Rodriguez, J. Upper urinary tract tumors after primary superficial bladder tumors: Prognostic factors and risk groups. J. Urol. 164, 1183–1187 (2000).
Miyake, H., Hara, I., Arakawa, S. & Kamidono, S. A clinicopathological study of bladder cancer associated with upper urinary tract cancer. BJU Int. 85, 37–41 (2000).
Kang, C. H. et al. The development of bladder tumors and contralateral upper urinary tract tumors after primary transitional cell carcinoma of the upper urinary tract. Cancer 98, 1620–1626. https://doi.org/10.1002/cncr.11691 (2003).
Matsui, Y. et al. Risk factors for subsequent development of bladder cancer after primary transitional cell carcinoma of the upper urinary tract. Urology 65, 279–283. https://doi.org/10.1016/j.urology.2004.09.021 (2005).
Colin, P. et al. Environmental factors involved in carcinogenesis of urothelial cell carcinomas of the upper urinary tract. BJU Int. 104, 1436–1440. https://doi.org/10.1111/j.1464-410X.2009.08838.x (2009).
Kikuchi, E. et al. Lymphovascular invasion predicts clinical outcomes in patients with node-negative upper tract urothelial carcinoma. J. Clin. Oncol. 27, 612–618. https://doi.org/10.1200/JCO.2008.17.2361 (2009).
Hurle, R., Losa, A., Manzetti, A. & Lembo, A. Upper urinary tract tumors developing after treatment of superficial bladder cancer: 7-year follow-up of 591 consecutive patients. Urology 53, 1144–1148 (1999).
Palou, J., Farina, L. A., Villavicencio, H. & Vicente, J. Upper tract urothelial tumor after transurethral resection for bladder tumor. Eur. Urol. 21, 110–114 (1992).
Miyake, H., Hara, I., Yamanaka, K., Inoue, T. A. & Fujisawa, M. Limited significance of routine excretory urography in the follow-up of patients with superficial bladder cancer after transurethral resection. BJU Int. 97, 720–723. https://doi.org/10.1111/j.1464-410X.2006.06032.x (2006).
Pommer, W. et al. Urothelial cancer at different tumour sites: Role of smoking and habitual intake of analgesics and laxatives. Results of the Berlin Urothelial Cancer Study. Nephrol. Dial. Transplant. 14, 2892–2897 (1999).
McLaughlin, J. K. et al. Cigarette smoking and cancers of the renal pelvis and ureter. Cancer Res. 52, 254–257 (1992).
Babu, S. R., Lakshmi, V. M., Huang, G. P., Zenser, T. V. & Davis, B. B. Glucuronide conjugates of 4-aminobiphenyl and its N-hydroxy metabolites. pH stability and synthesis by human and dog liver. Biochem. Pharmacol. 51, 1679–1685 (1996).
Alguacil, J. et al. Urinary pH, cigarette smoking and bladder cancer risk. Carcinogenesis 32, 843–847. https://doi.org/10.1093/carcin/bgr048 (2011).
Habuchi, T. Origin of multifocal carcinomas of the bladder and upper urinary tract: Molecular analysis and clinical implications. Int. J. Urol. 12, 709–716. https://doi.org/10.1111/j.1442-2042.2005.01155.x (2005).
Herr, H. W., Cookson, M. S. & Soloway, S. M. Upper tract tumors in patients with primary bladder cancer followed for 15 years. J. Urol. 156, 1286–1287 (1996).
Amar, A. D. & Das, S. Upper urinary tract transitional cell carcinoma in patients with bladder carcinoma and associated vesicoureteral reflux. J. Urol. 133, 468–471 (1985).
De Torres Mateos, J. A., Banus Gassol, J. M., Palou Redorta, J. & Morote Robles, J. Vesicorenal reflux and upper urinary tract transitional cell carcinoma after transurethral resection of recurrent superficial bladder carcinoma. J. Urol. 138, 49–51 (1987).
Kadlubar, F. F., Miller, J. A. & Miller, E. C. Hepatic microsomal N-glucuronidation and nucleic acid binding of N-hydroxy arylamines in relation to urinary bladder carcinogenesis. Cancer Res. 37, 805–814 (1977).
Babu, S. R. et al. N-acetylbenzidine-N′-glucuronidation by human, dog and rat liver. Carcinogenesis 14, 2605–2611 (1993).
Lakshmi, V. M., Hsu, F. F. & Zenser, T. V. Transformation and activation of benzidine by oxidants of the inflammatory response. Chem. Res. Toxicol. 16, 367–374. https://doi.org/10.1021/tx0200966 (2003).
Zenser, T. V., Lakshmi, V. M., Hsu, F. F. & Davis, B. B. Metabolism of N-acetylbenzidine and initiation of bladder cancer. Mutat. Res. 506–507, 29–40 (2002).
Bois, F. Y., Krowech, G. & Zeise, L. Modeling human interindividual variability in metabolism and risk: The example of 4-aminobiphenyl. Risk Anal. 15, 205–213 (1995).
Ide, H. et al. Urinary pH levels are strongly associated with bladder recurrence after nephroureterectomy in upper tract urothelial carcinoma patients with a smoking history. Ann. Surg. Oncol. 23, 1029–1038. https://doi.org/10.1245/s10434-016-5555-y (2016).
Solsona, E. et al. Upper urinary tract involvement in patients with bladder carcinoma in situ (Tis): Its impact on management. Urology 49, 347–352. https://doi.org/10.1016/S0090-4295(96)00571-7 (1997).
Schwartz, C. B., Bekirov, H. & Melman, A. Urothelial tumors of upper tract following treatment of primary bladder transitional cell carcinoma. Urology 40, 509–511. https://doi.org/10.1016/0090-4295(92)90404-k (1992).
Andrade, D. L., Moretti, T. B. C., Neto, W. A., Benedetti, J. & Reis, L. O. Smoke load prognostic impact on bacillus Calmette-Guerin (BCG) treated non-muscle invasive bladder cancer. Int. Urol. Nephrol. 52, 1471–1476. https://doi.org/10.1007/s11255-020-02438-6 (2020).
Kondo, A. et al. Extracellular acidic pH activates the sterol regulatory element-binding protein 2 to promote tumor progression. Cell Rep. 18, 2228–2242. https://doi.org/10.1016/j.celrep.2017.02.006 (2017).
Xue, L. et al. Targeting SREBP-2-regulated mevalonate metabolism for cancer therapy. Front. Oncol. 10, 1510. https://doi.org/10.3389/fonc.2020.01510 (2020).
Wallerand, H. et al. Mutations in TP53, but not FGFR3, in urothelial cell carcinoma of the bladder are influenced by smoking: Contribution of exogenous versus endogenous carcinogens. Carcinogenesis 26, 177–184. https://doi.org/10.1093/carcin/bgh275 (2005).
McCaffrey, D. F. et al. A tutorial on propensity score estimation for multiple treatments using generalized boosted models. Stat. Med. 32, 3388–3414. https://doi.org/10.1002/sim.5753 (2013).
Worcester, E. M., Bergsland, K. J., Gillen, D. L. & Coe, F. L. Mechanism for higher urine pH in normal women compared with men. Am. J. Physiol. Renal Physiol. 314, F623–F629. https://doi.org/10.1152/ajprenal.00494.2017 (2018).
Babjuk, M. et al. European Association of Urology Guidelines on non-muscle-invasive bladder cancer (TaT1 and carcinoma in situ) - 2019 update. Eur. Urol. 76, 639–657. https://doi.org/10.1016/j.eururo.2019.08.016 (2019).
Ogihara, K. et al. Refraining from smoking for 15 years or more reduced the risk of tumor recurrence in non-muscle invasive bladder cancer patients. Ann. Surg. Oncol. 23, 1752–1759. https://doi.org/10.1245/s10434-015-5016-z (2016).
Maeda, T., Kikuchi, E., Matsumoto, K., Miyajima, A. & Oya, M. Urinary pH is highly associated with tumor recurrence during intravesical mitomycin C therapy for nonmuscle invasive bladder tumor. J. Urol. 185, 802–806. https://doi.org/10.1016/j.juro.2010.10.081 (2011).
Hutterer, G. C. et al. Pretreatment lymphocyte-monocyte ratio as a potential prognostic factor in a cohort of patients with upper tract urothelial carcinoma. J Clin Pathol 68, 351–355. https://doi.org/10.1136/jclinpath-2014-202658 (2015).
Acknowledgements
The authors thank the staff of Keio University Hospital, Saiseikai Central Hospital, and Saitama Medical University Hospital for data collection.
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H.I. wrote the draft of the manuscript, performed the literature search, and contributed to data collection and analysis. E.K. contributed to corrections to the manuscript and conducted table editing. O.K, N.N, K.S, T.M, Y.B. and R.M. contributed to data collection. M.O. supervised this work.
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Ide, H., Kikuchi, E., Ogihara, K. et al. Urinary pH is an independent predictor of upper tract recurrence in non-muscle-invasive bladder cancer patients with a smoking history. Sci Rep 11, 20675 (2021). https://doi.org/10.1038/s41598-021-00184-y
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DOI: https://doi.org/10.1038/s41598-021-00184-y
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