MCO Molecular and Clinical Oncology 2049-9450 2049-9469 D.A. Spandidos MCO-0-0-02216 10.3892/mco.2021.2216 Articles Postoperative C-reactive protein-to-albumin ratio predicts poor prognosis in patients with bladder cancer undergoing radial cystectomy KurodaKenji TasakiShinsuke HoriguchiAkio ItoKeiichi Department of Urology, National Defense Medical College, Tokorozawa, Saitama 359-8513, Japan Correspondence to: Dr Kenji Kuroda, Department of Urology, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama 359-8513, Japan kksmy@sa2.so-net.ne.jp 03 2021 21 01 2021 14 3 54 12 09 2020 18 11 2020 Copyright: © Kuroda et al. 2020 This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.

The purpose of the present study was to investigate the prognostic value of the postoperative C-reactive protein/albumin ratio (CAR) in patients with bladder cancer undergoing radial cystectomy. The present study retrospectively reviewed 102 patients who underwent radical cystectomy and were followed for ≥6 months postoperatively at our institution, and evaluated clinicopathological factors and laboratory parameters for cancer-specific survival (CSS) and extraurothelial recurrence-free survival (ERFS). Multivariate analysis using the Cox proportional hazards model revealed that only postoperative CAR ≥0.27 [hazard ratio (HR), 3.368; 95% confidence interval (CI), 1.674-6.731; P<0.001] was an independent factor for poor CSS rate. Higher postoperative CAR was also the only significant factor for shortened ERFS time (HR, 2.401; 95% CI, 1.196-4.684; P=0.015). No significant association was identified between postoperative CAR ≥0.27 and any pathological factors or postoperative laboratory markers besides postoperative neutrophil-to-lymphocyte ratio. Furthermore, postoperative CAR (≥0.27) was an independent factor for poor CSS and ERFS rates in 48 patients with advanced pT stage (≥pT3) in the multivariate analysis (P=0.026 and P=0.036, respectively). A higher postoperative CAR value can provide additional information about the possibility of poor CSS and ERFS rates in patients with bladder cancer undergoing radical cystectomy.

 bladder cancer radical cystectomy postoperative marker C-reactive protein albumin Introduction

Bladder cancer is the tenth most common cancer in the world, with approximately 550,000 new cases and 200,000 deaths in 2018(1). Approximately 25% of bladder cancer patients present with muscle-invasive bladder cancer at the time of diagnosis. This indicates a high possibility of metastasis and of affecting survival (2).

Radical cystectomy is an aggressive, conventional and standard therapeutic option for patients with muscle-invasive or bacillus Calmette-Guérin (BCG)-refractory non-muscle-invasive bladder cancer. Postoperative survival time has a high association with the pathological status at the time of radical cystectomy. In patients with stage II or III bladder carcinoma, the 5-year survival rates range from 50 to 80% (3-5). However, clinicopathological data alone has been insufficient for deciding the optimal treatment option (6). Based on poor surgical outcomes after radical cystectomy, the optimal postoperative monitoring option for high-risk bladder carcinoma is required.

There has been accumulating evidence supporting the rationale for the association of systemic inflammatory response (SIR) with tumor development and progression (7). Proinflammatory cytokines and growth factors are released into the systemic circulation as factors for SIR. In addition, it has been speculated that tumor growth factors expedite the release of cytokines from tissues. SIR may be activated secondary to local tissue damage caused by mutual responses between tumor necrosis factors and original cancer cells (8). These SIR markers include C-reactive protein (CRP), the Glasgow Prognostic Score (GPS), neutrophil-to-lymphocyte ratio (NLR), and platelet to lymphocyte ratio (PLR) (9-12). In addition, nutritional status, such as lower levels of serum albumin (Alb) and low body mass index, is associated with worse clinical outcomes postoperatively in patients with carcinoma, and CRP to Alb ratio (CAR), in combination with the systemic status of inflammation and nutrition, has been reported as an independent prognosticator in some types of carcinoma (13-16).

SIR markers have been measured preoperatively (13-16), but nutritional or inflammatory status needs to be stable before surgery or other invasive treatment. However, reports suggest postoperative SIR markers have potential prognostic significance, especially in patients with urothelial carcinoma. To the best of our knowledge, only a few studies have investigated the association of postoperative NLR and poor prognosis in patients with upper urinary tract and bladder urothelial carcinoma (17-19). Therefore, we sought to examine postoperative, as well as preoperative SIR markers, including CAR, to determine independent factors of poor prognosis in locally advanced bladder cancer.

In the present study, we retrospectively investigated the clinicopathological and laboratory data of patients with bladder carcinoma who underwent radical cystectomy at National Defense Medical College (single center) to clarify whether postoperative CAR could be an independent prognostic factor for shorter time to cancer-specific death and/or extraurothelial recurrence.

 Patients and methods <sec> <title>Patients

The medical records of 102 patients who underwent radical cystectomy between January 2007 and January 2020 and who were pathologically diagnosed with urothelial carcinoma before or at the time of cystectomy were retrospectively reviewed. They were followed for at least 6 months postoperatively at our institution. The study protocol (ID 2734) was accepted on June 14, 2017, by National Defense Medical College Ethics Committee, and an opt-out approach on the web page of the National Defense Medical College was used instead of collecting written informed consent from all participants.

A total of 80 males and 22 females with a median age of 71 years (range, 49-83 years) were included in the present study. The median follow-up period after surgery was 38.9 months (range, 6.1-162.2 months). Table I shows additional clinicopathological and laboratory data. The absence of tumor from the histopathological examination of the cystectomy specimen is interpreted as pT0, which translated to 22 pT0 patients.

Extraurothelial recurrence after radical cystectomy indicates tumor recurrence outside the bladder or distant metastasis. In the present study, we defined recurrence-free survival as extraurothelial recurrence-free survival (ERFS).

The method of lymphadenectomy was the same as that described in earlier studies (20,21). All patients received regional lymphadenectomy, and 21 showed positive lymph node metastasis. Neoadjuvant chemotherapy was administered to 47 patients, 22 of whom developed postoperative recurrence or distant metastasis.

As part of postoperative chemotherapy, adjuvant chemotherapy was administered to 11 patients with histologically confirmed lymphovascular invasion (LVI) or pathologically determined pT3 or pT4 cancer, and salvage chemotherapy was administered to 26 patients who developed recurrence and/or distant metastasis after surgery. Both adjuvant and salvage chemotherapy were administered to 5 patients. The dose of cisplatin was adjusted according to the renal function of the patient.

All surgical specimens were processed according to standard pathological procedures and were histologically confirmed to be urothelial carcinoma with or without other tumor cell types. The pathological staging of the primary tumor (pT) was determined according to the American Joint Committee on Cancer TNM Classification (22), whereas tumor grading was determined according to the 2004 WHO classification of urothelial tumors (23). Tumor specimens were evaluated by two pathologists, and the patients were divided into two groups on the basis of the 2004 WHO classification system for tumor grading.

Each patient was monitored for local recurrence or distant metastasis every 3-6 months for the first 5 years after cystectomy and 6-12 months thereafter.

 Estimated glomerular filtration rate and inflammatory indices

Preoperative laboratory tests were performed within 1 week before cystectomy, and postoperative laboratory tests was measured 1 to 2 months after surgery. In cases requiring postoperative chemotherapy, the postoperative blood examination was performed prior to postoperative chemotherapy. None of the patients enrolled in the present study had inflammatory diseases or hematological disorders at the time of blood tests.

The estimated glomerular filtration rate (eGFR) was calculated by computation using the following formula:

eGFR (ml/min/1.73 m2)=194x(serum creatinine)-1.094 x Age-0.287 x(0.739, for women).

This formula is the isotope dilution mass spectrometry (IDMS)-traceable 4-variable Modification of Diet in Renal Disease (MDRD) Study equation, a modified equation from the IDMS MDRD Study with a coefficient derived from data by the Japanese Society of Nephrology-Chronic Kidney Disease Initiatives (JSN-CKDI). This formula has been reported to be more accurate for hospitalized Japanese patients with an eGFR of <60 ml/min/1.73 m2 than the original IDMS MDRD Study Equation (24).

Inflammatory indices were calculated as follows. CAR was calculated by dividing the CRP value (mg/dl) by the Alb value (g/dl) (10,14,15). The NLR was calculated by dividing the absolute neutrophil count by the absolute lymphocyte count (9,19). The platelet to lymphocyte ratio (PLR) was calculated by dividing the absolute platelet count by the absolute lymphocyte count (11).

 Statistical analysis

Univariate and multivariate analyses were performed using a Cox proportional hazards model to identify independent factors for shorter cancer-specific survival (CSS) and ERFS time. In addition, receiver operator characteristic (ROC) analysis was performed to determine the cut-off values of eGFR, CAR, NLR and PLR according to the method shown in earlier studies (9,19,25). We also applied the cut-off values determined on the basis of CSS rate, according to previous reports (9,19,25). Fisher's exact probability test was performed to examine the relationship between postoperative CAR ≥0.27 and any other pathological factors or postoperative laboratory markers. Survival curves were constructed using the Kaplan-Meier method, and the statistical differences among them were evaluated using the log-rank test. Statistical analyses were performed with JMP Pro 14 (SAS Institute). A P-value <0.05 was considered statistically significant.

 Results <sec> <title>Independent factors for shortened CSS and ERFS time in all patients

ROC analysis revealed that patients with preoperative eGFR ≤46.88, postoperative eGFR ≤48.02, preoperative CAR ≥0.17, postoperative CAR ≥0.27, preoperative NLR ≥2.46, postoperative NLR ≥2.19, preoperative PLR ≥94.80 and postoperative PLR ≥105.23 had a higher association with cancer-specific death than patients without these conditions. As to eGFR, we considered 45 ml/min/1.73 m2 was a practical threshold in the present study. The ROC curves for postoperative CAR for cancer-specific death and extraurothelial recurrence are shown in Fig. 1A and B. The postoperative CAR threshold was 0.27 for both CSS and ERFS.

A Cox proportional hazards model was performed to prove CAR was a more useful marker than CRP alone or Alb alone. On a univariate analysis, significantly shorter cancer-specific survival was associated with postoperative CRP ≥0.6 [hazard ratio (HR), 3.249; 95% confidence interval (CI), 1.713-6.204; P<0.001], postoperative Alb ≤3.4 [HR, 3.624; 95% CI, 1.822-6.938; P<0.001], and postoperative CAR ≥0.27 [HR, 4.209; 95% CI, 2.201-7.992; P<0.001]. Therefore, postoperative CAR was used according to HR. Additionally, preoperative CAR was also used.

Another Cox proportional hazards model was constructed to detect the independent clinicopathological factors and laboratory parameters for shortened CSS time. Among these factors, in a univariate analysis, pT stage, tumor grade, LVI, preoperative eGFR, preoperative CAR, and postoperative CAR were found to be independent factors for shortened CSS time (P<0.001, P=0.014, P<0.001, P=0.013, P=0.017, P<0.001, respectively). Among these independent factors in univariate analysis, only postoperative CAR (≥0.27) was an independent factor for worse CSS rate in the multivariate analysis [HR, 3.368; 95% CI, 1.674-6.731; P<0.001] (Table II).

In another univariate analysis, ERFS time was found to be shorter in patients with higher pT stage, high tumor grade, lymph node metastasis, LVI, preoperative eGFR <45, preoperative CAR ≥0.17, postoperative CAR ≥0.27, and preoperative PLR ≥94.80 (P=0.002, P=0.011, P=0.039, P=0.007, P=0.015, P=0.032, P<0.001, P=0.037, respectively). Among these independent factors in univariate analysis, only postoperative CAR ≥0.27 was found to act as an independent factor for worse ERFS rate in the multivariate analysis (HR, 2.401; 95% CI, 1.196-4.684; P=0.015) (Table III). Age, sex, body mass index, urine cytology, smoking history, history of upper urinary tract urothelial carcinoma, recurrent or primary tumor, reason for radical cystectomy, and the presence of histological subtypes were not independent predictors of worse CSS or ERFS rates in univariate analysis (data not shown).

Postoperative CAR ≥0.27 was observed in 25 (24.5%) patients. A statistically significant association was observed between postoperative CAR ≥0.27 and postoperative NLR ≥2.19 (P=0.012), but there was not any significant association between postoperative CAR ≥0.27 and any other pathological factors or postoperative laboratory markers (Table IV).

The Kaplan-Meier curves and the results of the log-rank test revealed a significant difference in the CSS and ERFS rates between all patients with and without postoperative CAR ≥0.27 (both P<0.001) (Fig. 2A and B).

 Independent factors for shortened CSS and ERFS time in patients with advanced pT stage

Next, we sought to establish the independent factors of shorter CSS rates in patients with higher pT stage (≥T3). A Cox proportional hazards model was generated to determine the independent factors of shortened CSS rates among clinicopathological factors and laboratory parameters in 48 advanced pT stage (≥pT3) patients. In a univariate analysis, postoperative CAR and preoperative PLR were found to be independent factors for shortened CSS time (P=0.006, P=0.038, respectively). Among these independent factors in univariate analysis, only postoperative CAR (≥0.27) was an independent factor for worse CSS rate in the multivariate analysis (HR, 2.600; 95% CI, 1.126-5.833; P=0.026) (Table V).

Another univariate analysis of Cox proportional hazards model revealed that ERFS time was found to be shorter in patients with postoperative CAR ≥0.27 and preoperative PLR ≥94.80 (P=0.012, P=0.038, respectively). Among these independent factors in univariate analysis, only postoperative CAR ≥0.27 was found to act as an independent factor for worse ERFS rate in the multivariate analysis (HR, 2.399; 95% CI, 1.062-5.297; P=0.036) (Table VI).

The Kaplan-Meier curves and the results of the log-rank test revealed significant differences in the CSS and ERFS rates between ≥pT3 patients with and without postoperative CAR ≥0.27 (P=0.003, P=0.006, respectively) (Fig. 3A and B).

In total, 28 (58.3%) patients with advanced pT stage (≥T3) received postoperative chemotherapy. Adjuvant chemotherapy was administered to 7 patients, and salvage chemotherapy was administered to 16 patients. Both adjuvant and salvage chemotherapy were administered to 5 patients. A total of 24 patients (85.7%) received cisplatin plus gemcitabine, 2 (7.1%) received docetaxel plus gemcitabine, and 2 (7.1%) received carboplatin plus gemcitabine. The median number of chemotherapy cycles was three. Compared with those who underwent surgical treatment alone, patients with advanced pT stage (≥T3) who received postoperative chemotherapy showed significantly worse CSS or ERFS rates (P=0.044, P=0.005, respectively) (Fig. 4A and B).

 Discussion

In the present study, only postoperative CAR ≥0.27 was an independent predictor of worse CSS as well as ERFS rates. Other laboratory parameters, such as eGFR, NLR, and PLR were found to be independent factors for shortened CSS time in univariate analyses but not independent factors in multivariate analyses. Although we added clinicopathological factors such as pathological T stage, tumor grade, lymph node metastasis, and LVI, postoperative CAR ≥0.27 was designated as an only prognostic factor for worse CSS and ERFS rates in multivariate analysis of Cox proportional hazards model. Postoperative CAR ≥0.27 did not have any significant association with pathological factors or postoperative laboratory parameters besides preoperative NLR, which means postoperative CAR is independent of pathological factors. We also performed multivariate analysis in patients with advanced pT stage (≥T3) and found that higher postoperative CAR was the only independent predictor of poor CSS (HR, 2.600; 95% CI, 1.126-5.833; P=0.026) and ERFS rates (HR, 2.399; 95% CI, 1.062-5.297; P=0.036). We also found that postoperative chemotherapy did not improve prognosis in patients with advanced pT stage. This may be because 21 out of 28 patients (75%) received salvage chemotherapy, and a higher postoperative CAR could facilitate monitoring of patients with ≥pT3 after radical cystectomy.

CIS at radical cystectomy is known to increase the risk of recurrence, especially in organ-confined patients (26-28). However, out of 10 patients with CIS, two had advanced pT stage (≥T3), one showed LVI, and other two had higher postoperative CAR (≥0.27) in the present study. This may explain why patients with CIS did not show worse survival in this study.

Numerous studies have demonstrated an association between preoperative NLR and survival (9,29,30). Conversely, some studies investigated whether postoperative SIR markers could be an effective prognostic marker for patients with clinically localized upper urinary tract urothelial carcinoma undergoing radical nephroureterectomy (19,31). Subsequently, postoperative NLR has been suggested as a beneficial prognostic marker not only in urothelial carcinoma (17,18), but also in other carcinomas (32,33). Preoperative NLR only reflects the balance host protumor inflammatory status and antitumor immune status before surgery, whereas postoperative NLR indicates the balance between tumor inflammatory response and host immune response after surgical removal of the tumor, which should provide a more precise indication of treatment response (33).

On a similar note to papers reporting on the prognostic value of NLR, several studies have investigated presurgical or pretreatment CAR as a predictor of poor prognosis in patients with several types of tumors (14-16). The prognostic value of postoperative CAR has remained unclear in patients with bladder cancer undergoing radical cystectomy, although several reports have implied clinical significance of postoperative CRP (31,34). The present study demonstrated that high postoperative CAR levels were significantly associated with poor prognosis in patients with locally advanced bladder cancer. Patients with higher postoperative CAR also exhibited a significantly worse prognosis compared with those with lower postoperative CAR, even among those with advanced pT stage (≥T3). Based on this finding and in relation to earlier suggestions (19,33), this may be because higher postoperative CAR possibly indicates potential residual cancer, including micrometastases, whereas preoperative CAR values indicate the presence of the primary tumor and potential micrometastatic lesions. This is the reason why higher preoperative CAR is an independent factor only in univariate analysis, whereas higher postoperative CAR is an independent predictor of worse CSS and ERFS rates in multivariate analysis. Thus, if postoperative CAR reflects micrometastases, it is potentially a significant prognostic marker in patients with locally advanced bladder cancer undergoing surgical treatment.

Approximately 20% of all cancer-related deaths are attributable to malnutrition (35). In addition, malnutrition is present in 40-80% of all patients with cancer at some stage during the clinical course of their disease (35). Malnutrition and inflammation suppress the synthesis of serum Alb, which is an indicator of the nutritional status of patients, as well as the severity, progression, and prognosis of the disease (36). Serum Alb is an independent predictor of clinical outcomes in various cancers (37,38). Moreover, many studies have combined CRP and Alb to create new SIR markers, such as GPS and CAR. In fact, both GPS and CAR are independent indicators of poor survival in various types of cancer (12,14-16). In the present study, CAR was applied as a variable because CAR is a continuous value compared with GPS, which is a dichotomous variable, although it was required to determine the cut-off values for cancer-specific death and/or extraurothelial recurrence.

This study has some potential limitations. First, our sample size was relatively small, although the CSS and ERFS rates were evaluated as our clinical endpoint. With a longer follow-up and a larger sample population, the statistical strength of our study can be reinforced, leading to more precise prognosis. Second, we could not clarify the background between postoperative CAR and worse survival rates in patients with advanced bladder cancer, although the possible implications for patients with a higher postoperative CAR value are suggested. Third, several other factors that may have influenced the inflammatory status, such as diabetes mellitus and/or hyperlipidemia, were not included in the present study. However, we deemed these conditions had only minimal influence on the values of inflammatory indices because body mass index did not have any significant association with prognosis (data not shown). Notwithstanding these limitations, our data indicate that a higher postoperative CAR can be an independent prognostic factor for worse survival rates.

In summary, a higher postoperative CAR value can provide additional information about the possibility of worse CSS and ERFS rates.

In conclusion, among the patients with bladder cancer undergoing radical cystectomy, survival rates are worse in those with higher postoperative CAR values than in those with lower postoperative CAR values. Therefore, patients with higher postoperative CAR should undergo additional treatment or at least careful follow-up.

 Acknowledgements

Not applicable.

 Funding

No funding was received.

 Availability of data and materials

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

 Authors' contributions

KK, ST, AH and KI were involved in the conception and design of the study. KK, ST, AH and KI collected the data, and KK analyzed the data. KK drafted the manuscript. KK and KI reviewed and edited the manuscript. All authors read and approved the final manuscript.

 Ethics approval and consent to participate

All procedures performed in the studies were in accordance with the ethical standards of the National Defense Medical College (Saitama, Japan; ID 2734). The study protocol was accepted on June 14, 2017, by the National Defense Medical College Ethics Committee, and an opt-out approach on the web page of the National Defense Medical College was used instead of collecting written informed consent from all participants.

 Patient consent for publication

Not applicable.

 Competing interests

The authors declare that they have no competing interests.

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Receiver operating characteristic curves for postoperative C-reactive protein/albumin ratio for (A) cancer-specific mortality and (B) extraurothelial recurrence. The areas under the curves were (A) 0.667 and (B) 0.612. TPF, true positive fraction; FPF, false positive fraction.

Survival analysis based on postoperative CAR values. There was a significant difference in time to (A) cancer-specific mortality and (B) extraurothelial recurrence between patients with and without postoperative CAR ≥0.27. CSS, cancer-specific survival; ERFS, extraurothelial recurrence-free survival; CAR, C-reactive protein/albumin ratio.

Survival analysis based on postoperative CAR of 48 patients with advanced pT stage (≥T3). There was a significant difference in time to (A) cancer-specific mortality and (B) extraurothelial recurrence between patients with and without postoperative CAR ≥0.27. CSS, cancer-specific survival; ERFS, extraurothelial recurrence-free survival; CAR, C-reactive protein/albumin ratio.

Survival curves of 48 patients with advanced pT stage (≥T3) who received postoperative chemotherapy. There was a significant difference in time to (A) cancer-specific mortality and (B) extraurothelial recurrence between patients with and without postoperative chemotherapy. CSS, cancer-specific survival; ERFS, extraurothelial recurrence-free survival.

Clinicopathological and laboratory parameters.

Parameters Patients, n
Clinicopathologic  
     Sex  
          Men 80
          Women 22
     Urine cytology  
          Positive 26
          Negative 47
          Unknown 29
     Smoking history  
          Present 71
          Absent 31
     History of UTUC  
          Present 11
          Absent 91
     Recurrent or primary tumor  
          Recurrent 36
          Primary 66
     Reason for cystectomy  
          Muscle-invasive 87
          BCG-refractory 15
     Histology  
          UC alone 57
          UC and other subtypes 23
          No tumor 22
     Pathological T stage  
          ≥T3 48
          ≤T2 54
     Tumor grade  
          High 75
          PUNLMP/low 27
     Lymph node metastasis  
          Positive 21
          Negative 81
     Ureteral involvement  
          Positive 6
          Negative 96
     Surgical margins  
          Positive 8
          Negative 94
     Lymphovascular invasion  
          Positive 50
          Negative 52
     CIS  
          Positive 10
          Negative 92
Laboratory  
     Preoperative eGFR, ml/min/1.73 m2  
          <45 27
          ≥45 75
          <45 29
          ≥45 73
     Preoperative CAR  
          ≥0.17 32
          <0.17 70
     Postoperative CAR  
          ≥0.27 25
          <0.27 77
     Preoperative NLR  
          ≥2.46 45
          <2.46 57
     Postoperative NLR  
          ≥2.19 55
          <2.19 47
     Preoperative PLR  
          ≥94.80 83
          <94.80 19
     Postoperative PLR  
          ≥105.23 85
          <105.23 17

UTUC, upper urinary tract urothelial carcinoma; BCG, bacille Calmette-Guérin; PUNLMP, papillary urothelial neoplasm of low malignant potential; CIS, carcinoma in situ; eGFR, estimated glomerular filtration rate; CAR, C-reactive protein (mg/dl) to albumin (g/dl) ratio; NLR, neutrophil to lymphocyte ratio; PLR, platelet to lymphocyte ratio.

Univariate and multivariate analyses of independent factors for cancer-specific survival.

  Univariate Multivariate
Parameters Hazard ratio 95% CI P-value Hazard ratio 95% CI P-value
Clinicopathological            
     Pathological T stage (≥T3 or ≤T2) 3.943 1.996-8.344 <0.001 2.149 0.974-5.070 0.058
     Tumor grade (high or PUNLMP/low) 2.839 1.211-8.305 0.014 2.363 0.930-7.277 0.072
     Lymph node metastasis (positive or negative) 2.069 0.979-4.079 0.056      
     Ureter involvement (positive or negative) 1.501 0.361-4.170 0.524      
     Surgical margin (positive or negative) 1.405 0.419-3.530 0.539      
     Lymphovascular invasion (positive or negative) 3.655 1.844-7.992 <0.001 1.615 0.712-3.942 0.258
     Carcinoma in situ (positive or negative) 0.442 0.072-1.448 0.203      
Laboratory            
     Preoperative eGFR (< or ≥45 ml/min/1.73 m2) 2.364 1.205-4.501 0.013 1.972 0.949-3.982 0.068
     Postoperative eGFR (< or ≥45 ml/min/1.73 m2) 1.767 0.874-3.407 0.110      
     Preoperative CAR (≥ or <0.17) 2.240 1.163-4.254 0.017 1.320 0.635-2.680 0.451
     Postoperative CAR (≥ or <0.27) 4.209 2.201-7.992 <0.001 3.368 1.674-6.731 <0.001
     Preoperative NLR (≥ or <2.46) 1.863 0.977-3.606 0.059      
     Postoperative NLR (≥ or <2.19) 1.667 0.872-3.309 0.123      
     Preoperative PLR (≥ or <94.80) 2.091 0.994-4.112 0.052      
     Postoperative PLR (≥ or <105.23) 1.419 0.606-2.950 0.396      

UTUC, upper urinary tract urothelial carcinoma; RC, radical cystectomy; BCG, bacillus Calmette-Guérin; PUNLMP, papillary urothelial neoplasm of low malignant potential; eGFR, estimated glomerular filtration rate (ml/min/1.73 m2); CAR, C-reactive protein (mg/dl) to albumin (g/dl) ratio; NLR, neutrophil to lymphocyte ratio; PLR, platelet to lymphocyte ratio.

Univariate and multivariate analyses of independent factors for extraurothelial recurrence-free survival.

  Univariate Multivariate
Parameters Hazard ratio 95% CI P-value Hazard ratio 95% CI P-value
Clinicopathological            
     Pathological T stage (≥T3 or ≤T2) 2.602 1.412-4.954 0.002 1.746 0.819-3.883 0.151
     Tumor grade (high or PUNLMP/low) 2.724 1.238-7.187 0.011 1.867 0.800-5.107 0.156
     Lymph node metastasis (positive or negative) 2.114 1.041-4.021 0.039 1.664 0.764-3.466 0.194
     Ureter involvement (positive or negative) 1.858 0.557-4.622 0.278      
     Surgical margin (positive or negative) 1.239 0.372-3.079 0.692      
     Lymphovascular invasion (positive or negative) 2.323 1.256-4.469 0.007 1.050 0.486-2.346 0.902
     Carcinoma in situ (positive or negative) 0.844 0.253-2.099 0.741      
Laboratory parameters            
     Preoperative eGFR (< or ≥45 ml/min/1.73 m2) 2.209 1.173-4.055 0.015 1.699 0.858-3.276 0.126
     Postoperative eGFR (< or ≥45 ml/min/1.73 m2) 1.586 0.824-2.933 0.162      
     Preoperative CAR (≥ or <0.17) 1.987 1.065-3.637 0.032 1.327 0.651-2.623 0.427
     Postoperative CAR (≥ or <0.27) 3.147 1.684-5.766 <0.001 2.401 1.196-4.684 0.015
     Preoperative NLR (≥ or <2.46) 1.504 0.823-2.756 0.183      
     Postoperative NLR (≥ or <2.19) 1.597 0.870-3.030 0.132      
     Preoperative PLR (≥ or <94.80) 2.133 1.049-4.060 0.037 1.888 0.868-3.886 0.106
     Postoperative PLR (≥ or <105.23) 1.407 0.633-2.814 0.379      

UTUC, upper urinary tract urothelial carcinoma; RC, radical cystectomy; BCG, bacillus Calmette-Guérin; PUNLMP, papillary urothelial neoplasm of low malignant potential; eGFR, estimated glomerular filtration rate (ml/min/1.73 m2); CAR, C-reactive protein (mg/dl) to albumin (g/dl) ratio; NLR, neutrophil to lymphocyte ratio; PLR, platelet to lymphocyte ratio.

Association between postoperative CAR and clinicopathological parameters.

  Postoperative CAR  
Parameters Total (%) (n=102) ≥0.27, n (%) <0.27, n (%) P-value
Pathological T stage        
     ≥T3 48 (47.1) 14 (29.2) 34 (70.8) 0.360
     ≤T2 54 (52.9) 11 (20.4) 43 (79.6)  
Tumor grade        
     High 75 (73.5) 19 (25.3) 56 (74.7) >0.999
     PUNLMP/Low 27 (26.5) 6 (22.2) 21 (77.8)  
Lymph node metastasis        
     Positive 21 (20.6) 7 (33.3) 14 (66.7) 0.393
     Negative 81 (79.4) 18 (22.2) 63 (77.8)  
Lymphovascular invasion        
     Positive 50 (49.0) 15 (30.0) 35 (70.0) 0.253
     Negative 52 (51.0) 10 (19.2) 42 (80.8)  
Postoperative eGFR, ml/min/1.73 m2        
     <45 29 (28.4) 9 (31.0) 20 (69.0) 0.444
     ≥45 73 (71.6) 16 (21.9) 57 (78.1)  
Postoperative NLR        
     ≥2.19 55 (53.9) 19 (34.5) 36 (65.5) 0.012
     <2.19 47 (46.1) 6 (12.8) 41 (87.2)  
Postoperative PLR        
     ≥105.23 85 (83.3) 20 (23.5) 65 (76.5) 0.758
     <105.23 17 (16.7) 5 (29.4) 12 (70.6)  

CAR, C-reactive protein (mg/dl) to albumin (g/dl) ratio; PUNLMP, papillary urothelial neoplasm of low malignant potential; eGFR, estimated glomerular filtration rate (ml/min/1.73 m2); NLR, neutrophil to lymphocyte ratio; PLR, platelet to lymphocyte ratio.

Univariate and multivariate analyses of independent factors for cancer-specific survival in 48 patients with advanced pT stage (≥T3).

  Univariate Multivariate
Parameters Hazard ratio 95% CI P-value Hazard ratio 95% CI P-value
Clinicopathological            
     Tumor grade (high or PUNLMP/low) 1.527 0.447-9.570 0.546      
     Lymph node metastasis (positive or negative) 1.204 0.529-2.599 0.647      
     Ureter involvement (positive or negative) 1.164 0.346-7.239 0.833      
     Surgical margin (positive or negative) 1.069 0.410-3.653 0.902      
     Lymphovascular invasion (positive or negative) 1.822 0.636-7.675 0.291      
     Carcinoma in situ (positive or negative) 0.729 0.041-3.467 0.745      
Laboratory            
     Preoperative eGFR (< or ≥45 ml/min/1.73 m2) 1.848 0.846-3.951 0.121      
     Postoperative eGFR (< or ≥45 ml/min/1.73 m2) 1.434 0.631-3.087 0.376      
     Preoperative CAR (≥ or <0.17) 1.843 0.854-3.952 0.118      
     Postoperative CAR (≥ or <0.27) 3.067 1.398-6.588 0.006 2.600 1.126-5.833 0.026
     Preoperative NLR (≥ or <2.46) 1.270 0.592-2.826 0.541      
     Postoperative NLR (≥ or <2.19) 1.521 0.706-3.456 0.287      
     Preoperative PLR (≥ or <94.80) 2.586 1.059-5.761 0.038 1.841 0.231-1.381 0.190
     Postoperative PLR (≥ or <105.23) 1.489 0.545-3.485 0.409      

UTUC, upper urinary tract urothelial carcinoma; RC, radical cystectomy; BCG, bacillus Calmette-Guérin; PUNLMP, papillary urothelial neoplasm of low malignant potential; eGFR, estimated glomerular filtration rate (ml/min/1.73 m2); CAR, C-reactive protein (mg/dl) to albumin (g/dl) ratio; NLR, neutrophil to lymphocyte ratio; PLR, platelet to lymphocyte ratio.

Univariate and multivariate analyses of independent factors for extraurothelial recurrence-free survival in 48 patients with advanced pT stage (≥T3).

  Univariate Multivariate
Parameters Hazard ratio 95% CI P-value Hazard ratio 95% CI P-value
Clinicopathological            
     Tumor grade (high or PUNLMP/low) 2.560 0.542-45.733 0.284      
     Lymph node metastasis (positive or negative) 1.560 0.702-3.342 0.266      
     Ureter involvement (positive or negative) 1.051 0.313-6.536 0.945      
     Surgical margin (positive or negative) 1.050 0.403-3.582 0.928      
     Lymphovascular invasion (positive or negative) 1.770 0.616-7.465 0.317      
     Carcinoma in situ (positive or negative) 1.121 0.063-5.302 0.913      
Laboratory            
     Preoperative eGFR (< or ≥45 ml/min/1.73 m2) 1.736 0.793-3.727 0.164      
     Postoperative eGFR (< or ≥45 ml/min/1.73 m2) 1.315 0.579-2.830 0.499      
     Preoperative CAR (≥ or <0.17) 1.329 0.599-2.841 0.473      
     Postoperative CAR (≥ or <0.27) 2.777 1.265-5.971 0.012 2.399 1.062-5.297 0.036
     Preoperative NLR (≥ or <2.46) 1.004 0.469-2.165 0.992      
     Postoperative NLR (≥ or <2.19) 1.711 0.786-4.003 0.179      
     Preoperative PLR (≥ or <94.80) 2.613 1.061-5.902 0.038 2.058 0.208-1.230 0.122
     Postoperative PLR (≥ or <105.23) 1.416 0.518-3.316 0.469      

UTUC, upper urinary tract urothelial carcinoma; RC, radical cystectomy; BCG, bacillus Calmette-Guérin; PUNLMP, papillary urothelial neoplasm of low malignant potential; eGFR, estimated glomerular filtration rate (ml/min/1.73 m2); CAR, C-reactive protein (mg/dl) to albumin (g/dl) ratio; NLR, neutrophil to lymphocyte ratio; PLR, platelet to lymphocyte ratio.