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Ferro M, Caputo VF, Barone B, Imbimbo C, de Cobelli O, Crocetto F. Lymphocyte to Monocyte Ratio: A New Independent Prognostic Factor in Bladder Cancer Progression? Front Oncol 2021; 11:754649. [PMID: 34568079 PMCID: PMC8458796 DOI: 10.3389/fonc.2021.754649] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 08/20/2021] [Indexed: 01/03/2023] Open
Affiliation(s)
- Matteo Ferro
- Department of Urology, IRCCS European Institute of Oncology (IEO), Milan, Italy
| | - Vincenzo Francesco Caputo
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Biagio Barone
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Ciro Imbimbo
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Ottavio de Cobelli
- Department of Urology, IRCCS European Institute of Oncology (IEO), Milan, Italy
| | - Felice Crocetto
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy
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Bi H, Yan Y, Wang D, Qin Z, Wang G, Ma L, Huang Y, Lu J. Predictive value of preoperative lymphocyte-to-monocyte ratio on survival outcomes in bladder cancer patients after radical cystectomy. J Cancer 2021; 12:305-315. [PMID: 33391427 PMCID: PMC7738993 DOI: 10.7150/jca.50603] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Accepted: 10/25/2020] [Indexed: 12/26/2022] Open
Abstract
Purpose: To determine the prognostic significance of the pre-operative lymphocyte-to-monocyte (LMR) in patients with bladder cancer (BCa) who underwent radical cystectomy (RC), and to assess its prognostic benefit compared to models relying solely on clinicopathological factors. Materials and Methods: A retrospective analysis of the 342 BCa patients undergoing RC at our institution from 2004 to 2017 was conducted to assess LMR prognostic significance. Overall survival (OS) and cancer-specific survival (CSS) were assessed using the Kaplan-Meier method. Cox regression models identified risk factors for survival outcomes. Two new models were developed based on basal models to predict OS and CSS at 1, 3, and 5 years after RC. The accuracy of the new models was evaluated using receiver operating characteristic curves as well as the concordance index. We also conducted decision curve analysis (DCA) to assess their net benefit. Results: An association between excellent long-term patient survival outcomes and higher LMR levels was observed. The median OS and CSS for higher LMR level in patients was 98.8 months and >120 months, respectively. Cox regression multivariate analysis showed that pre-operative LMR, as a continuous variable, was an independent survival outcome predictor (p<0.001). The utilization of LMR in the standard model resulted in significant discriminatory improvement in OS (5.6%, p<0.001) and CSS (4.9%, p=0.001) prediction. Moreover, as shown in DCA, utilization of the new model, including LMR, resulted in a net benefit compared to base models for predicting OS and CSS at 1, 3, and 5 years. Conclusions: An independent association was observed between higher pre-operative LMR in BCa patients undergoing RC and significantly better OS and CSS. In addition, a significant improvement in predictive accuracy was observed with LMR inclusion in multiparametric prediction tools. Therefore, LMR may be utilized in pre-operative patient risk stratification to assist in patient counseling and clinical decision making.
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Affiliation(s)
- Hai Bi
- Department of Urology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, PR China
| | - Ye Yan
- Department of Urology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, PR China
| | - Dong Wang
- Department of Urology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, PR China
| | - Zijian Qin
- Department of Urology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, PR China
| | - Guoliang Wang
- Department of Urology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, PR China
| | - Lulin Ma
- Department of Urology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, PR China
| | - Yi Huang
- Department of Urology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, PR China
| | - Jian Lu
- Department of Urology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, PR China
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Wang Z, Gao W, Li J, Wang T, Zhu M, Duan Y. Development and Validation of a Novel Recurrence Risk Stratification for Initial Non-Muscle Invasive Bladder Cancer in the Han Chinese Population. J Cancer 2020; 11:1668-1678. [PMID: 32194779 PMCID: PMC7052852 DOI: 10.7150/jca.38649] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 12/13/2019] [Indexed: 12/18/2022] Open
Abstract
Background: Some classification models for determining the risk of recurrence after transurethral resection of bladder tumor (TURBT) in patients with non-muscle invasive bladder cancer (NMIBC) had some shortcomings in clinical applications. This study aimed to investigate whether the European Organization for Research and Treatment of Cancer (EORTC) risk stratification was useful to predict the recurrence of NMIBC in the Han Chinese population. In addition, we developed and validated a novel risk stratification method for recurrence prediction of NMIBC. Methods: Excluding cases who do not meet the inclusion criteria, 606 patients with NMIBC from the First Affiliated Hospital of Zhengzhou University were included in the testing and validation groups. The recurrence-free survival (RFS) curve according to the EORTC risk classifications was calculated by the Kaplan-Meier and the log-rank test methods. Receiver operating characteristic (ROC) curve analysis was used to estimate the diagnosis value for recurrence. We built a logistic regression model for recurrence in NMIBC patients combining the independent recurrence prognostic factors. One external validation group including 166 patients with NMIBC from the Zhongnan Hospital of Wuhan University was also used to assess the logistic regression model. Results: There was no significant difference in RFS rates between the groups grouped according to EORTC. We constructed a novel risk model to predict recurrence by classifying patients into two groups using ten independent prognostic factors [bladder cancer-specific nuclear matrix protein 4 (BLCA-4), bladder tumour antigen (BTA), nuclear matrix protein 22 (NMP22), carcinoembryonic antigen (CEA), body mass index, smoking, family history of bladder cancer, occupational exposure to aromatic amine chemicals, number of tumours, bladder instillation of chemotherapeutic agents] to predict tumour recurrence based on logistic regression analyses (testing group). According to the novel recurrence risk classification, there was a significant difference in 5-year RFS rates between the low-risk group and the high-risk group (Validation group and the external validation group). Conclusions: Our novel classification model can be a useful tool to predict recurrence risk in the Han Chinese population with NMIBC.
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Affiliation(s)
- Zhiyong Wang
- Department of Urology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, P. R. China
| | - Wansheng Gao
- Department of Urology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, P. R. China
| | - Jian Li
- Department of Urology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, P. R. China
| | - Tianen Wang
- Department of Urology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, P. R. China
| | - Man Zhu
- Department of Clinical Laboratory & Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430000, P. R. China
| | - Yu Duan
- Department of Clinical Laboratory, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, P. R. China
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The evaluation of monocyte lymphocyte ratio as a preoperative predictor in urothelial malignancies: a pooled analysis based on comparative studies. Sci Rep 2019; 9:6280. [PMID: 31000754 PMCID: PMC6472363 DOI: 10.1038/s41598-019-42781-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 04/08/2019] [Indexed: 02/06/2023] Open
Abstract
In recent years, several studies have reported monocyte lymphocyte ratio (MLR) to predict prognosis in various tumors. Our study was performed to evaluate the association between preoperative MLR between prognostic variables in urothelial carcinoma patients. Systematic literature search was conducted in PubMed, Embase, Web of science. The correlation between preoperative MLR and overall survival (OS), cancer specific survival (CSS), disease free survival (DFS)/relapse free survival (RFS), progression free survival(PFS) was evaluated in urothelial carcinoma patients. Meanwhile, the association between MLR and clinicopathological characteristics was assessed. Finally, 12 comparative studies comprising a total of 6209 patients were included for pooled analysis. The hazard ratios (HRs), odds ratios (ORs)and 95% confidence intervals (CIs) were further analyzed as effect measures. The pooled results demonstrated that elevated preoperative MLR indicated unfavorable OS (HR = 1.29, 95%CI = 1.18-1.39, I2 = 33.6%), DFS/RFS (HR = 1.42, 95%CI = 1.30–1.55, I2 = 0.0%) and CSS (HR = 1.41, 95%CI = 1.29–1.52, I2 = 0.0%). Moreover, the pooled results also suggested that elevated preoperative MLR was correlated with high tumor stage (OR = 1.22, 95%CI = 1.07–1.37, I2 = 0.0%) in urothelial carcinoma patients. No significant association was found between preoperative MLR and PFS in upper urinary tract urothelial carcinoma (UUTUC) patients. Collectively, elevated preoperative MLR predicted poor prognosis in urothelial carcinoma and have the potential to be a feasible and cost-effective prognostic predictor for management of urothelial carcinoma.
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Prognostic Significance of the Lymphocyte-to-Monocyte Ratio in Bladder Cancer Undergoing Radical Cystectomy: A Meta-Analysis of 5638 Individuals. DISEASE MARKERS 2019; 2019:7593560. [PMID: 31089397 PMCID: PMC6476040 DOI: 10.1155/2019/7593560] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Revised: 12/23/2018] [Accepted: 12/27/2018] [Indexed: 12/16/2022]
Abstract
Introduction A growing number of studies have explored the association between the pretreatment lymphocyte-to-monocyte ratio (LMR) and survival outcomes in various cancers. However, its prognostic significance on bladder cancer remains inconsistent. The aim of this meta-analysis was to evaluate the prognostic value of pretreatment LMR in bladder cancer. Methods The MEDLINE, EMBASE, Cochrane Library, and CNKI databases were comprehensively searched for relevant studies. A meta-analysis of overall survival (OS), recurrence-free survival (RFS), or cancer-specific survival (CSS) clinicopathological features was conducted. Results Nine studies containing 5,638 cancer patients were analyzed in this meta-analysis. Patients with high LMR tended to have favourable OS (HR: 0.63, 95% CI: 0.50-0.80, P < 0.001), RFS (HR: 0.59, 95% CI: 0.38-0.91, P = 0.017), and CSS (HR: 0.76, 95% CI: 0.70-0.83, P < 0.001). Moreover, low LMR was highly correlated with age (≥60), differentiation (low), T stage (III-IV), lymph node metastasis (yes), and concomitant Cis (yes). Conclusion Pretreatment LMR might be a useful predictor of survival outcomes in patients with bladder cancer.
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Li J, Cheng Y, Ji Z. Prognostic value of pretreatment lymphocyte-to-monocyte ratio in patients with urologic tumors: A PRISMA-compliant meta-analysis. Medicine (Baltimore) 2019; 98:e14091. [PMID: 30633220 PMCID: PMC6336582 DOI: 10.1097/md.0000000000014091] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND The prognostic value of pretreatment lymphocyte to monocyte ratio (LMR) in patients with urologic tumors remains controversial. Therefore, we herein conducted a meta-analysis to systematically assess the prognostic value of LMR in patients with urologic tumors. METHODS We comprehensively searched PubMed, EMBASE and Web of Science to identify eligible studies. Hazard ratios (HRs) and their 95% confidence intervals (CIs) were used to assess the prognostic value of LMR in patients with urologic tumors. This meta-analysis was registered in PROSPERO (CRD42018108959). RESULTS A total of 20 studies were included in this meta-analysis. Our synthesized analysis showed that low LMR was significantly correlated with poor overall survival (OS) and progression-free survival (PFS) in patients with upper tract urothelial cancer (UTUC). We also found that renal cell cancer (RCC) patients with low LMR had poor OS, PFS and cancer-specific survival (CSS). Besides, it was observed that low LMR predicted poor OS, RFS and CSS in patients with bladder cancer (BC). CONCLUSION This meta-analysis demonstrated that pretreatment LMR is associated with survival, and may be a useful prognostic parameter in urologic tumors. Nevertheless, more prospective and heterogeneous studies with large samples are required to further confirm our findings before it is applied for daily clinical decision making.
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Affiliation(s)
- Jialin Li
- Department of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 1#, Shuaifuyuan, Dongcheng District, Beijing
| | - Yusheng Cheng
- Department of Liver Transplantation, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Zhigang Ji
- Department of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 1#, Shuaifuyuan, Dongcheng District, Beijing
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The role of the systemic inflammatory response in predicting outcomes in patients with operable cancer: Systematic review and meta-analysis. Sci Rep 2017; 7:16717. [PMID: 29196718 PMCID: PMC5711862 DOI: 10.1038/s41598-017-16955-5] [Citation(s) in RCA: 233] [Impact Index Per Article: 29.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Accepted: 11/17/2017] [Indexed: 02/06/2023] Open
Abstract
Cancer remains a leading causes of death worldwide and an elevated systemic inflammatory response (SIR) is associated with reduced survival in patients with operable cancer. This review aims to examine the evidence for the role of systemic inflammation based prognostic scores in patients with operable cancers. A wide-ranging literature review using targeted medical subject headings for human studies in English was carried out in the MEDLINE, EMBASE, and CDSR databases until the end of 2016. The SIR has independent prognostic value, across tumour types and geographical locations. In particular neutrophil lymphocyte ratio (NLR) (n = 158), platelet lymphocyte ratio (PLR) (n = 68), lymphocyte monocyte ratio (LMR) (n = 21) and Glasgow Prognostic Score/ modified Glasgow Prognostic Score (GPS/mGPS) (n = 60) were consistently validated. On meta-analysis there was a significant relationship between elevated NLR and overall survival (OS) (p < 0.00001)/ cancer specific survival (CSS) (p < 0.00001), between elevated LMR and OS (p < 0.00001)/CSS (p < 0.00001), and elevated PLR and OS (p < 0.00001)/CSS (p = 0.005). There was also a significant relationship between elevated GPS/mGPS and OS (p < 0.00001)/CSS (p < 0.00001). These results consolidate the prognostic value of the NLR, PLR, LMR and GPS/mGPS in patients with resectable cancers. This is particularly true for the NLR/GPS/mGPS which should form part of the routine preoperative and postoperative workup.
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A simple prognostic model involving prostate-specific antigen, alkaline phosphatase and albumin for predicting the time required to progress to castration-resistant prostate cancer in patients who received androgen deprivation therapy. Int Urol Nephrol 2016; 49:61-67. [PMID: 27837416 DOI: 10.1007/s11255-016-1456-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2016] [Accepted: 11/03/2016] [Indexed: 01/21/2023]
Abstract
PURPOSE To distinguish potential biomarkers and build a useful model to predict the time required to progress to castration-resistant prostate cancer (CRPC) in patients with prostate cancer who have been treated with androgen deprivation therapy (ADT). METHODS We considered 168 patients who received ADT as the initial therapy. Complete clinical data including age, tumor stage, Gleason score, prostate-specific antigen (PSA), complete blood count and liver function tests were analyzed. Cox proportional hazards regression models were used to estimate their effects on the time required to progress to CRPC, and a simple risk stratification model to predict the time required to progress to CRPC was established. RESULTS One hundred and sixty-eight patients were evaluated. The median age was 72 years, and the mean time required to progress to CRPC was 15 months. Multivariable analysis indicated that PSA, alkaline phosphatase and albumin were independent predictors of ADT failure. A predictor model using these factors indicated significant differences in the time required to progress to CRPC between the three subgroups: low (score: 0), intermediate (score: 1-2) and high (score: 3-4). CONCLUSION The predictor model included PSA, alkaline phosphatase and albumin as independent prognostic factors of the time required to progress to CRPC in patients who had received ADT.
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Yoshida T, Kinoshita H, Yoshida K, Mishima T, Yanishi M, Inui H, Komai Y, Sugi M, Inoue T, Murota T, Fukui K, Harada J, Kawa G, Matsuda T. Prognostic impact of perioperative lymphocyte-monocyte ratio in patients with bladder cancer undergoing radical cystectomy. Tumour Biol 2016; 37:10067-74. [PMID: 26819209 DOI: 10.1007/s13277-016-4874-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Accepted: 01/15/2016] [Indexed: 12/26/2022] Open
Abstract
Various systemic inflammatory response biomarkers are associated with oncological outcome. We evaluated the superiority of prognostic predictive accuracy between neutrophil-lymphocyte ratio (NLR) and lymphocyte-monocyte ratio (LMR), and the prognostic significance of their perioperative change in patients with bladder cancer undergoing radical cystectomy (RC). We retrospectively analyzed 302 patients who had undergone RC in four institutions. Comparison of predictive accuracy between NLR and LMR was performed using receiver operating characteristic curve analysis. Overall survival (OS) and cancer-specific survival (CSS) were assessed with the Kaplan-Meier method and Cox regression analysis. Preoperative and postoperative LMR showed higher predictive accuracy for OS than NLR did (p = 0.034). Applying a cutoff of 3.41, change in perioperative LMR stratified patients into three groups (low, intermediate, and high risk), showing a significant difference in OS and CSS (p < 0.001, each), and pathological outcomes. Multivariable analyses for OS and CSS showed that poor changes in LMR (high risk) were an independent prognostic factor (hazard ratio 5.70, 95 % confidence interval 3.49-9.32, p < 0.001; hazard ratio 4.53, 95 % confidence interval 2.63-7.82, p < 0.001; respectively). Perioperative LMR is significantly associated with survival in patients with bladder cancer after RC, and it is possibly superior to NLR as a prognostic factor.
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Affiliation(s)
- Takashi Yoshida
- Department of Urology and Andrology, Hirakata Hospital, Kansai Medical University, 2-3-1 Shin-machi, Hirakata, Osaka, 573-1191, Japan
| | - Hidefumi Kinoshita
- Department of Urology and Andrology, Hirakata Hospital, Kansai Medical University, 2-3-1 Shin-machi, Hirakata, Osaka, 573-1191, Japan.
| | - Kenji Yoshida
- Department of Urology and Andrology, Hirakata Hospital, Kansai Medical University, 2-3-1 Shin-machi, Hirakata, Osaka, 573-1191, Japan
| | - Takao Mishima
- Department of Urology and Andrology, Hirakata Hospital, Kansai Medical University, 2-3-1 Shin-machi, Hirakata, Osaka, 573-1191, Japan
| | - Masaaki Yanishi
- Department of Urology and Andrology, Hirakata Hospital, Kansai Medical University, 2-3-1 Shin-machi, Hirakata, Osaka, 573-1191, Japan
| | - Hidekazu Inui
- Department of Urology and Andrology, Hirakata Hospital, Kansai Medical University, 2-3-1 Shin-machi, Hirakata, Osaka, 573-1191, Japan
| | - Yoshihiro Komai
- Department of Urology and Andrology, Hirakata Hospital, Kansai Medical University, 2-3-1 Shin-machi, Hirakata, Osaka, 573-1191, Japan
| | - Motohiko Sugi
- Department of Urology and Andrology, Hirakata Hospital, Kansai Medical University, 2-3-1 Shin-machi, Hirakata, Osaka, 573-1191, Japan
| | - Takaaki Inoue
- Department of Urology and Andrology, Takii Hospital, Kansai Medical University, Hirakata, Osaka, Japan
| | - Takashi Murota
- Department of Urology and Andrology, Takii Hospital, Kansai Medical University, Hirakata, Osaka, Japan
| | - Katsuya Fukui
- Department of Urology and Andrology, Kori Hospital, Kansai Medical University, Hirakata, Osaka, Japan
| | - Jiro Harada
- Department of Urology, Saiseikai Noe Hospital, Osaka, Japan
| | - Gen Kawa
- Department of Urology, Saiseikai Noe Hospital, Osaka, Japan
| | - Tadashi Matsuda
- Department of Urology and Andrology, Hirakata Hospital, Kansai Medical University, 2-3-1 Shin-machi, Hirakata, Osaka, 573-1191, Japan
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