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Walach MT, Burger R, Brumm F, Nitschke K, Wessels F, Nuhn P, Worst TS, von Hardenberg J, Grüne B, Jarczyk J. Prognostic scores for predicting overall survival in patients with metastatic renal and urothelial cancer undergoing immunotherapy - which one to use? World J Urol 2025; 43:93. [PMID: 39880915 PMCID: PMC11779752 DOI: 10.1007/s00345-025-05452-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Accepted: 01/10/2025] [Indexed: 01/31/2025] Open
Abstract
PURPOSE Evaluation of the prognostic significance of four different scoring systems in a real-world cohort of patients with metastatic urothelial carcinoma (mUC) or renal cell carcinoma (mRCC) undergoing immunotherapy (IO). METHODS For 120 patients with mUC (n = 67) and mRCC (n = 53) who received IO between July 2016 and December 2020 at the tertiary Urological University Medical Centre Mannheim, the following scores were recorded at pre-treatment baseline: modified Glasgow prognostic score (mGPS), systemic immune-inflammation index (SII), neutrophil-to-lymphocyte ratio (NLR), neutrophil-to-eosinophil ratio (NER). Overall survival (time between the beginning of IO until the patients' death or last contact) was determined for every patient. RESULTS Kaplan-Meier analyses revealed that high baseline mGPS, SII (> 979) and NLR (> 3) were associated with poor overall survival (OS) (p < 0.05). Cox proportional hazards regression analyses showed that baseline mGPS and NLR had a significant independent prognostic influence on OS (p < 0.05), of which mGPS had a greater significance (p < 0.001, mGPS Score 2 vs. Score 0: HR 4.1, 95% CI 1.9-8.8). Although a high baseline NER (63.9) was associated with poor OS, it did not reach statistical significance. Baseline NER was also not identified as a significant score in the regression analyses. CONCLUSION mGPS, SII and NLR are scoring systems that are easy to record in routine clinical practice. As they provide good prediction of OS in patients with mUC and mRCC under IO, they may allow identification of patients at high-risk and monitor them more cautiously in addition to imaging.
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Affiliation(s)
- Margarete Teresa Walach
- Department of Urology and Urologic Surgery, University Medical Centre Mannheim (UMM), University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
| | - Ralph Burger
- Department of Urology and Urologic Surgery, University Medical Centre Mannheim (UMM), University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Felix Brumm
- Department of Urology and Urologic Surgery, University Medical Centre Mannheim (UMM), University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Katja Nitschke
- Department of Urology and Urologic Surgery, University Medical Centre Mannheim (UMM), University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Frederik Wessels
- Department of Urology and Urologic Surgery, University Medical Centre Mannheim (UMM), University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Philipp Nuhn
- Department of Urology, University of Kiel (UKSH), Arnold-Heller-Strasse 1-3, 24105, Kiel, Germany
| | - Thomas Stephan Worst
- Department of Urology and Urologic Surgery, University Medical Centre Mannheim (UMM), University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Jost von Hardenberg
- Department of Urology and Urologic Surgery, University Medical Centre Mannheim (UMM), University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Britta Grüne
- Department of Urology and Urologic Surgery, University Medical Centre Mannheim (UMM), University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Jonas Jarczyk
- Department of Urology, University of Kiel (UKSH), Arnold-Heller-Strasse 1-3, 24105, Kiel, Germany
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Zhang YY, Liu FH, Wang YL, Liu JX, Wu L, Qin Y, Zheng WR, Xing WY, Xu J, Chen X, Xu HL, Bao Q, Wang JY, Wang R, Chen XY, Wei YF, Zou BJ, Liu JC, Yin JL, Jia MQ, Gao S, Luan M, Wang HH, Gong TT, Wu QJ. Associations between peripheral whole blood cell counts derived indexes and cancer prognosis: An umbrella review of meta-analyses of cohort studies. Crit Rev Oncol Hematol 2024; 204:104525. [PMID: 39370059 DOI: 10.1016/j.critrevonc.2024.104525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 09/15/2024] [Accepted: 09/24/2024] [Indexed: 10/08/2024] Open
Abstract
Meta-analyses have reported conflicting data on the whole blood cell count (WBCC) derived indexes (neutrophil-to-lymphocyte ratio [NLR], platelet-to-lymphocyte ratio [PLR], and lymphocyte-to-monocyte ratio [LMR]) and cancer prognosis. However, the strength and quality of this evidence has not been quantified in aggregate. To grade the evidence from published meta-analyses of cohort studies that investigated the associations between NLR, PLR, and LMR and cancer prognosis. A total of 694 associations from 224 articles were included. And 219 (97.8%) articles rated as moderate-to-high quality according to AMSTAR. There were four associations supported by convincing evidence. Meanwhile, 165 and 164 associations were supported by highly suggestive and suggestive evidence, respectively. In this umbrella review, we summarized the existing evidence on the WBCC-derived indexes and cancer prognosis. Due to the direction of effect sizes is not completely consistent between studies, further research is needed to assess causality and provide firm evidence.
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Affiliation(s)
- Ying-Ying Zhang
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Fang-Hua Liu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Ya-Li Wang
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Department of Information Center, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | - Jia-Xin Liu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Lang Wu
- Cancer Epidemiology Division, Population Sciences in the Pacific Program, University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu, HI, USA
| | - Ying Qin
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Wen-Rui Zheng
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Wei-Yi Xing
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Jin Xu
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Xing Chen
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - He-Li Xu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Qi Bao
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Jia-Yi Wang
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Ran Wang
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Xi-Yang Chen
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yi-Fan Wei
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Bing-Jie Zou
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Jia-Cheng Liu
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Jia-Li Yin
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Ming-Qian Jia
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Song Gao
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Meng Luan
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China.
| | - Hui-Han Wang
- Department of Hematology, Shengjing Hospital of China Medical University, Shenyang, China.
| | - Ting-Ting Gong
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China.
| | - Qi-Jun Wu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China; Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China; NHC Key Laboratory of Advanced Reproductive Medicine and Fertility (China Medical University), National Health Commission, Shenyang, China.
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Fay M, Clavijo PE, Allen CT. Heterogeneous characterization of neutrophilic cells in head and neck cancers. Head Neck 2024; 46:2591-2599. [PMID: 38622975 PMCID: PMC11473716 DOI: 10.1002/hed.27774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 03/14/2024] [Accepted: 04/07/2024] [Indexed: 04/17/2024] Open
Abstract
BACKGROUND Neutrophilic cells are among the most abundant immune populations within the head and neck tumor microenvironment (TME) and harbor multiple mechanisms of immunosuppression. Despite these important features, neutrophilic cells may be underrepresented in contemporary studies that aim to comprehensively characterize the immune landscape of the TME due to discrepancies in tissue processing and analysis techniques. Here, we review the role of pathologically activated neutrophilic cells within the TME and pitfalls of various approaches used to study their frequency and function in clinical samples. METHODS The literature was identified by searching PubMed for "immune landscape" and "tumor immune microenvironment" in combination with keywords describing solid tumor malignancies. Key publications that assessed the immune composition of solid tumors derived from human specimens were included. The tumor and blood processing methodologies in each study were reviewed in depth and correlated with the reported abundance of neutrophilic cells. RESULTS Neutrophilic cells do not survive cryopreservation, and many studies fail to identify and study neutrophilic cell populations due to cryopreservation of clinical samples for practical reasons. Additional single-cell transcriptomic studies filter out neutrophilic cells due to low transcriptional counts. CONCLUSIONS This report can help readers critically interpret studies aiming to comprehensively study the immune TME that fail to identify and characterize neutrophilic cells.
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Affiliation(s)
- Magdalena Fay
- Surgical Oncology Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Paul E. Clavijo
- Surgical Oncology Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Clint T. Allen
- Surgical Oncology Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
- Center for Immuno-Oncology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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Samar MR, Javaid M, Zehra NE, Zehra N, Hameed MA, Soomro MY, Ali I, Rashid YA. Outcomes of first-line treatment and their association with pretreatment neutrophil-to-lymphocyte ratio in patients with advanced renal cell carcinoma: Insights from a tertiary care institute in Pakistan. Ecancermedicalscience 2024; 18:1753. [PMID: 39430088 PMCID: PMC11489116 DOI: 10.3332/ecancer.2024.1753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Indexed: 10/22/2024] Open
Abstract
Background Renal cell carcinomas (RCCs) are renal parenchymal neoplasms that contribute to <5% of cancer cases worldwide. Within the diverse group of renal tumours, clear cell carcinoma is the most common subtype. The recommended first-line treatment for metastatic disease is a tyrosine kinase inhibitor given either as monotherapy or in combination with an immune checkpoint inhibitor, based on improved survival outcomes. These endpoints are not only influenced by the initial risk stratification but also by certain variables such as the neutrophil-to-lymphocyte (NLR) ratio. Methods A retrospective review was conducted to evaluate the progression-free survival (PFS) with first-line treatment in patients with metastatic RCC treated at our institute from the year 2017-2021. We also investigated the association of PFS with both Memorial Sloan Kettering Cancer Center risk groups and the pretreatment NLR ratio. Results Overall, 35 patients were enrolled after fulfilling the eligibility criteria. Of these, 25 patients received Pazopanib, 5 patients were treated with Sunitinib and the remaining patients were administered Pembrolizumab with Axitinib. Two-thirds of the study population belonged to the intermediate-risk group. The median PFS for all participants was 16 months. Among the overall population, patients in the favourable-risk group demonstrated superior PFS. Patients with elevated pretreatment NLR experienced shorter PFS compared to the patients with low to normal NLR. Conclusion This review highlights the prognostic significance of initial risk stratification and pretreatment NLR in predicting the response to first-line treatment in metastatic RCC patients. As this is a comprehensive study emphasizing the outcomes of metastatic RCC in Pakistan, it fills a void in the literature by providing invaluable perspectives on the real-world outcomes of patients. This not only enhances our understanding of disease management in this region but also lays the foundation for future investigations.
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Affiliation(s)
- Mirza Rameez Samar
- Medical Oncology, Department of Oncology, The Aga Khan University, Karachi 74600, Pakistan
| | - Maha Javaid
- Medical Oncology, Department of Oncology, The Aga Khan University, Karachi 74600, Pakistan
| | - Nida e Zehra
- Department of Oncology, The Aga Khan University, Karachi 74600, Pakistan
| | - Nawazish Zehra
- Department of Oncology, The Aga Khan University, Karachi 74600, Pakistan
| | - Muhammad Arif Hameed
- Medical Oncology, Department of Oncology, The Aga Khan University, Karachi 74600, Pakistan
| | - Misbah Younus Soomro
- Medical Oncology, Department of Oncology, The Aga Khan University, Karachi 74600, Pakistan
| | - Insia Ali
- Medical Oncology, Department of Oncology, The Aga Khan University, Karachi 74600, Pakistan
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5
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Young M, Tapia JC, Szabados B, Jovaisaite A, Jackson-Spence F, Nally E, Powles T. NLR Outperforms Low Hemoglobin and High Platelet Count as Predictive and Prognostic Biomarker in Metastatic Renal Cell Carcinoma Treated with Immune Checkpoint Inhibitors. Clin Genitourin Cancer 2024; 22:102072. [PMID: 38615487 DOI: 10.1016/j.clgc.2024.102072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 02/21/2024] [Accepted: 02/26/2024] [Indexed: 04/16/2024]
Abstract
BACKGROUND Reliable biomarkers in renal cell carcinoma (RCC) remain elusive. While several markers have been shown to be associated with prognosis, and may aid in risk assessment, predictive biomarkers of response to immune checkpoint inhibitors (ICIs) have not been established. Previous studies have shown that a high pretreatment neutrophil-lymphocyte ratio (NLR) is a negative prognostic factor in RCC. However, a clinically useful cut-off for the predictive and prognostic value of NLR has not been well defined. METHODS We conducted a retrospective analysis of 132 patients with previously untreated metastatic clear cell RCC (ccRCC) who received first line ICI-based therapy. ICI-based therapy included anti-PD-1/PD-L1 alone or in combination with anti-CTLA-4 or VEGF-TKI. Platelet, haemoglobin, neutrophil and lymphocyte counts were collected prior to treatment and at 12-weeks after treatment initiation. Radiologic response at 12-weeks and overall survival (OS) data was also collected. RESULTS Low haemoglobin, high platelet count, and NLR ≥3 were statistically significant negative predictive biomarkers when assessed at 12-weeks, but not at baseline. Median OS was shorter in patients with low haemoglobin (20.3 months vs. 51.6 months, P = .009), high platelet count (14.3 months vs. 43.8 months, P = .003), and NLR ≥ 3 (17.5 months vs. 40.3 months, P < .001) at 12-weeks. In an IMDC-risk adjusted analysis, only NLR ≥3 at 12-weeks remained statistically significant (OR of 2.11, P = .003) A dynamic change towards lower absolute NLR overtime was associated with longer OS. In patients who had baseline NLR ≥ 3, those who achieved NLR < 3 at 12-weeks demonstrated significant longer median OS compared to those whose NLR remained persistently ≥ 3 (40.3 months vs. 14.7 months, P = .004). CONCLUSION NLR ≥3, low haemoglobin and elevated platelet count after 12-weeks of ICI-based first line therapy were negatively prognostic and predictive in patients with metastatic RCC. Normalization of NLR in patients with baseline elevation was associated with longer median OS and response to therapy. These results suggest that monitoring of routine haematologic biomarkers during therapy may provide important predictive and prognostic information, beyond what is available with baseline risk assessment scoring systems.
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Affiliation(s)
- Matthew Young
- Barts ECMC, Barts Cancer Institute, Queen Mary University London, London, United Kingdom.
| | - Jose C Tapia
- Velindre Cancer Centre, Cardiff, Wales, United Kingdom
| | - Bernadett Szabados
- Barts ECMC, Barts Cancer Institute, Queen Mary University London, London, United Kingdom
| | - Agne Jovaisaite
- Barts ECMC, Barts Cancer Institute, Queen Mary University London, London, United Kingdom
| | | | - Elizabeth Nally
- Barts ECMC, Barts Cancer Institute, Queen Mary University London, London, United Kingdom
| | - Thomas Powles
- Barts ECMC, Barts Cancer Institute, Queen Mary University London, London, United Kingdom
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Jani Y, Jansen CS, Gerke MB, Bilen MA. Established and emerging biomarkers of immunotherapy in renal cell carcinoma. Immunotherapy 2024; 16:405-426. [PMID: 38264827 DOI: 10.2217/imt-2023-0267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2024] Open
Abstract
Immunotherapies, such as immune checkpoint inhibitors, have heralded impressive progress for patient care in renal cell carcinoma (RCC). Despite this success, some patients' disease fails to respond, and other patients experience significant side effects. Thus, development of biomarkers is needed to ensure that patients can be selected to maximize benefit from immunotherapies. Improving clinicians' ability to predict which patients will respond to immunotherapy and which are most at risk of adverse events - namely through clinical biomarkers - is indispensable for patient safety and therapeutic efficacy. Accordingly, an evolving suite of therapeutic biomarkers continues to be investigated. This review discusses biomarkers for immunotherapy in RCC, highlighting current practices and emerging innovations, aiming to contribute to improved outcomes for patients with RCC.
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Affiliation(s)
- Yash Jani
- Mercer University, Macon, GA 31207, USA
| | - Caroline S Jansen
- Emory University School of Medicine, Atlanta, GA 30322, USA
- Winship Cancer Institute of Emory University, Atlanta, GA 30322, USA
| | - Margo B Gerke
- Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Mehmet Asim Bilen
- Winship Cancer Institute of Emory University, Atlanta, GA 30322, USA
- Department of Hematology & Medical Oncology, Emory University School of Medicine, Atlanta, GA 30322, USA
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7
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Margue G, Ferrer L, Etchepare G, Bigot P, Bensalah K, Mejean A, Roupret M, Doumerc N, Ingels A, Boissier R, Pignot G, Parier B, Paparel P, Waeckel T, Colin T, Bernhard JC. UroPredict: Machine learning model on real-world data for prediction of kidney cancer recurrence (UroCCR-120). NPJ Precis Oncol 2024; 8:45. [PMID: 38396089 PMCID: PMC10891119 DOI: 10.1038/s41698-024-00532-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 01/30/2024] [Indexed: 02/25/2024] Open
Abstract
Renal cell carcinoma (RCC) is most often diagnosed at a localized stage, where surgery is the standard of care. Existing prognostic scores provide moderate predictive performance, leading to challenges in establishing follow-up recommendations after surgery and in selecting patients who could benefit from adjuvant therapy. In this study, we developed a model for individual postoperative disease-free survival (DFS) prediction using machine learning (ML) on real-world prospective data. Using the French kidney cancer research network database, UroCCR, we analyzed a cohort of surgically treated RCC patients. Participating sites were randomly assigned to either the training or testing cohort, and several ML models were trained on the training dataset. The predictive performance of the best ML model was then evaluated on the test dataset and compared with the usual risk scores. In total, 3372 patients were included, with a median follow-up of 30 months. The best results in predicting DFS were achieved using Cox PH models that included 24 variables, resulting in an iAUC of 0.81 [IC95% 0.77-0.85]. The ML model surpassed the predictive performance of the most commonly used risk scores while handling incomplete data in predictors. Lastly, patients were stratified into four prognostic groups with good discrimination (iAUC = 0.79 [IC95% 0.74-0.83]). Our study suggests that applying ML to real-world prospective data from patients undergoing surgery for localized or locally advanced RCC can provide accurate individual DFS prediction, outperforming traditional prognostic scores.
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Affiliation(s)
- Gaëlle Margue
- Bordeaux University Hospital, Urology department, Bordeaux, France.
- Kidney Cancer group of the French Association of Urology Cancer Committee, Paris, France.
| | - Loïc Ferrer
- SOPHiA GENETICS, Multimodal R&D team, Pessac, France
| | | | - Pierre Bigot
- Kidney Cancer group of the French Association of Urology Cancer Committee, Paris, France
- Angers University hospital, Urology department, Angers, France
| | - Karim Bensalah
- Rennes university hospital, Urology department, Rennes, France
| | | | - Morgan Roupret
- Kidney Cancer group of the French Association of Urology Cancer Committee, Paris, France
- La Pitié APHP, Urology department, Paris, France
| | - Nicolas Doumerc
- Kidney Cancer group of the French Association of Urology Cancer Committee, Paris, France
- Toulouse university hospital, Urology department, Toulouse, France
| | - Alexandre Ingels
- Kidney Cancer group of the French Association of Urology Cancer Committee, Paris, France
- Mondor-APHP, Urology department, Paris, France
| | - Romain Boissier
- Kidney Cancer group of the French Association of Urology Cancer Committee, Paris, France
- APHM, Urology department, Marseille, France
| | | | - Bastien Parier
- Kremlin-Bicêtre -APHP, Urology department, Paris, France
| | | | - Thibaut Waeckel
- Kidney Cancer group of the French Association of Urology Cancer Committee, Paris, France
- Caen University Hospital, Urology department, Caen, France
| | - Thierry Colin
- SOPHiA GENETICS, Multimodal R&D team, Pessac, France
| | - Jean-Christophe Bernhard
- Bordeaux University Hospital, Urology department, Bordeaux, France
- Kidney Cancer group of the French Association of Urology Cancer Committee, Paris, France
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Catalano M, Iannone LF, Nesi G, Nobili S, Mini E, Roviello G. Immunotherapy-related biomarkers: Confirmations and uncertainties. Crit Rev Oncol Hematol 2023; 192:104135. [PMID: 37717881 DOI: 10.1016/j.critrevonc.2023.104135] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 08/18/2023] [Accepted: 09/12/2023] [Indexed: 09/19/2023] Open
Abstract
Immunotherapy profoundly changed oncology treatment, becoming one of the main therapeutical strategies. Remarkable improvement has been achieved in survival outcomes, but the percentage of patients who benefit from immunotherapy is still limited. Only one-third of patients receiving immune checkpoint inhibitors (ICIs) achieve long-term response. Several patients are not responsive to treatment or relapse after an initial response. To date, programmed death-ligand 1, microsatellite instability, and tumor mutational burden are the three biomarkers validated to predict the ICIs response, but a single variable seems still insufficient in the patient's selection. Considering the substantial and increasing use of these drugs, the identification of new predictive biomarkers of ICI response is of paramount importance. We summarize the state of the art and the clinical use of immune biomarkers in oncology, highlighting the strength and weaknesses of currently approved biomarkers, describing the emerging tissues and circulating biomarkers, and outlining future perspectives.
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Affiliation(s)
- Martina Catalano
- 1 Section of Clinical Pharmacology and Oncology, Department of Health Sciences, University of Florence, 50139 Florence, Italy
| | - Luigi Francesco Iannone
- 1 Section of Clinical Pharmacology and Oncology, Department of Health Sciences, University of Florence, 50139 Florence, Italy
| | - Gabriella Nesi
- Section of Pathological Anatomy, Department of Health Sciences, University of Florence, 50139 Florence, Italy
| | - Stefania Nobili
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, 50139 Florence, Italy
| | - Enrico Mini
- 1 Section of Clinical Pharmacology and Oncology, Department of Health Sciences, University of Florence, 50139 Florence, Italy
| | - Giandomenico Roviello
- 1 Section of Clinical Pharmacology and Oncology, Department of Health Sciences, University of Florence, 50139 Florence, Italy.
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9
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Ouanes Y, Chaker K, Nouira Y. Prognostic significance of the preoperative platelet-lymphocyte ratio in nonmetastatic renal cell carcinoma: cross-sectional study. Ann Med Surg (Lond) 2023; 85:3833-3837. [PMID: 37554885 PMCID: PMC10406076 DOI: 10.1097/ms9.0000000000000862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 05/12/2023] [Indexed: 08/10/2023] Open
Abstract
UNLABELLED The prognostic significance of the platelet-lymphocyte ratio (PLR) in nonmetastatic renal cell carcinoma (RCC) is controversial, although it has been established as a prognostic factor in several cancers. OBJECTIVE The objective of our study was to evaluate the prognostic significance of the PLR in patients with nonmetastatic RCC. PATIENTS AND METHODS The authors performed a retrospective analysis of patients with nonmetastatic RCC who were operated between 2004 and 2020. Five years recurrence-free survival and metastasis-free survival were calculated. The prognostic significance of the preoperative PLR was assessed. The Kaplan-Meier method was utilized to graphically display survivor functions. Univariate and multivariate Cox's proportional hazards regression models were utilized to analyze the association between PLR and oncological outcomes. Differences were considered significant if P<0.05. RESULTS Two hundred and two patients were included. The mean follow-up was 56.8±3 months. Patients with a higher PLR had larger tumors (P=0.02), higher ASA score (P=0.001), symptomatic forms (P=0.01), and more frequent tumor necrosis (P=0.02). Recurrence-free survival and metastasis-free survival rates were significantly lower in patients with high PLR than in those with low ratios (each P<0.005). Multivariate analysis identified PLR as an independent predictor of recurrence-free survival (P=0.002) and metastasis-free survival (P<0.001). CONCLUSION A higher PLR was associated with aggressive renal cancer. In addition, the PLR was a significant prognostic factor for both recurrence-free survival and metastasis-free survival in patients with nonmetastatic RCC.
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Affiliation(s)
- Yassine Ouanes
- Department of Urology, LA RABTA Hospital, University of TUNIS EL MANAR, Tunis, Tunisia
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Parosanu AI, Baston C, Stanciu IM, Parlog CF, Nitipir C. Second-Line Treatment of Metastatic Renal Cell Carcinoma in the Era of Predictive Biomarkers. Diagnostics (Basel) 2023; 13:2430. [PMID: 37510173 PMCID: PMC10378702 DOI: 10.3390/diagnostics13142430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 07/13/2023] [Accepted: 07/14/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND Over the past few years, significant advancements have been achieved in the front-line treatment of metastatic renal cell carcinomas (mRCCs). However, most patients will eventually encounter disease progression during this front-line treatment and require further therapeutic options. While treatment choices for mRCCs patients are determined by established risk classification models, knowledge of prognostic factors in subsequent line therapy is essential in patient care. METHODS In this retrospective, single-center study, patients diagnosed with mRCCs who experienced progression after first-line therapy were enrolled. Fifteen factors were analyzed for their prognostic impact on survival using the Kaplan-Meier method and the Cox proportional hazards model. RESULTS Poor International Metastatic RCCs Database Consortium (IMDC) and Memorial Sloan-Kettering Cancer Center (MSKCC) risk scores, NLR value > 3, clinical benefit < 3 months from a therapeutic line, and the presence of sarcomatoid differentiation were found to be poor independent prognostic factors for shortened overall survival. CONCLUSIONS This study provided new insights into the identification of potential prognostic parameters for late-line treatment in mRCCs. The results indicated that good IMDC and MSKCC prognostic scores are effective in second-line therapy. Moreover, patients with NLR < 3, no sarcomatoid differentiation, and clinical benefit > 3 months experienced significantly longer overall survival.
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Affiliation(s)
- Andreea Ioana Parosanu
- Department of Medical Oncology, Elias Emergency University Hospital, 011461 Bucharest, Romania
- Department of Oncology, Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Catalin Baston
- Department of Urology, Fundeni Clinical Institute, 022328 Bucharest, Romania
- Department of Urology, Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Ioana Miruna Stanciu
- Department of Medical Oncology, Elias Emergency University Hospital, 011461 Bucharest, Romania
- Department of Oncology, Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Cristina Florina Parlog
- Department of Medical Oncology, Elias Emergency University Hospital, 011461 Bucharest, Romania
- Department of Oncology, Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Cornelia Nitipir
- Department of Medical Oncology, Elias Emergency University Hospital, 011461 Bucharest, Romania
- Department of Oncology, Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania
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11
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Muscaritoli M, Modena A, Valerio M, Marchetti P, Magarotto R, Quadrini S, Narducci F, Tonini G, Grassani T, Cavanna L, Di Nunzio C, Citterio C, Occelli M, Strippoli A, Chiurazzi B, Frassoldati A, Altavilla G, Lucenti A, Nicolis F, Gori S. The Impact of NUTRItional Status at First Medical Oncology Visit on Clinical Outcomes: The NUTRIONCO Study. Cancers (Basel) 2023; 15:3206. [PMID: 37370816 DOI: 10.3390/cancers15123206] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 06/06/2023] [Accepted: 06/14/2023] [Indexed: 06/29/2023] Open
Abstract
Malnutrition affects up to 75% of cancer patients and results from a combination of anorexia and metabolic dysregulation. Metabolic and nutritional abnormalities in cancer patients can lead to cachexia, a multifactorial syndrome characterized by involuntary loss of skeletal muscle mass, systemic inflammation and increased protein catabolism. Cancer cachexia negatively affects patients' outcomes, response to anticancer treatments, quality of life, and survival. However, risk of malnutrition, and cachexia are still under-recognized in cancer patients. The Prevalence of Malnutrition in Oncology (PreMiO) study revealed that 51% of patients already had nutritional deficiencies at their first medical oncology visit. Here, we report the results of the subsequent retrospective, observational NUTRItional status at first medical oncology visit ON Clinical Outcomes (NUTRIONCO) study, aimed at assessing the impact of baseline nutritional and non-nutritional variables collected in the PreMiO study on the clinical outcomes of the same patients followed up from August 2019 to October 2021. We have highlighted a statistically significant association between baseline variables and patient death, rehospitalization, treatment toxicity, and disease progression at follow-up. We found a higher overall survival probability in the well-nourished general study population vs. malnourished patients (p < 0.001). Of major interest is the fact that patient stratification revealed that malnutrition decreased survival probability in non-metastatic patients but not in metastatic patients (p < 0.001). Multivariate analysis confirmed that baseline malnutrition (p = 0.004) and VAS score for appetite loss (p = 0.0104), in addition to albumin < 35 g/L (p < 0.0001) and neutrophil/lymphocyte ratio > 3 (p = 0.0007), were independently associated with the death of non-metastatic patients at follow-up. These findings highlight the importance of proactive, early management of malnutrition and cachexia in cancer patients, and in particular, in non-metastatic patients, from the perspective of a substantial improvement of their clinical outcomes.
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Affiliation(s)
| | - Alessandra Modena
- Medical Oncology Unit, IRCCS Sacro Cuore Don Calabria, 37024 Negrar di Valpolicella, Italy
| | - Matteo Valerio
- Medical Oncology Unit, IRCCS Sacro Cuore Don Calabria, 37024 Negrar di Valpolicella, Italy
| | | | - Roberto Magarotto
- Medical Oncology Unit, IRCCS Sacro Cuore Don Calabria, 37024 Negrar di Valpolicella, Italy
| | - Silvia Quadrini
- Medical Oncology Unit, S.S. Trinità Hospital, 03039 Sora, Italy
| | | | - Giuseppe Tonini
- Medical Oncology Unit, Fondazione Policlinico Universitario Campus Bio-Medico, 00128 Rome, Italy
- Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, 00128 Rome, Italy
| | - Teresa Grassani
- Medical Oncology Unit, Fondazione Policlinico Universitario Campus Bio-Medico, 00128 Rome, Italy
| | - Luigi Cavanna
- Department of Oncology-Hematology, Guglielmo da Saliceto Hospital, 29121 Piacenza, Italy
| | - Camilla Di Nunzio
- Department of Oncology-Hematology, Guglielmo da Saliceto Hospital, 29121 Piacenza, Italy
| | - Chiara Citterio
- Department of Oncology-Hematology, Guglielmo da Saliceto Hospital, 29121 Piacenza, Italy
| | - Marcella Occelli
- Department of Oncology, Santa Croce e Carle General Hospital, 12100 Cuneo, Italy
| | - Antonia Strippoli
- Medical Oncology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy
| | - Bruno Chiurazzi
- Oncology Unit, Antonio Cardarelli Hospital, 80131 Naples, Italy
| | - Antonio Frassoldati
- Clinical Oncology Unit, S. Anna University Hospital, 44124 Cona-Ferrara, Italy
| | - Giuseppe Altavilla
- Medical Oncology Unit, Department of Human Pathology of Adult and Evolutive Age "G. Barresi", University of Messina, 98125 Messina, Italy
| | - Antonio Lucenti
- Medical Oncology Unit, Maria Paternò-Arezzo Hospital, 97100 Ragusa, Italy
| | - Fabrizio Nicolis
- Medical Direction, IRCCS Sacro Cuore Don Calabria, 37024 Negrar di Valpolicella, Italy
- AIOM Foundation, 20133 Milano, Italy
| | - Stefania Gori
- Medical Oncology Unit, IRCCS Sacro Cuore Don Calabria, 37024 Negrar di Valpolicella, Italy
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12
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Deng C, Wei C, Hou Y, Xiong M, Ni D, Huang Y, Wang M, Yang X, Chen K, Chen Z. Identification of Key Differentially Expressed mRNAs, miRNAs, lncRNAs, and circRNAs for Xp11 Translocation Renal Cell Carcinoma (RCC) Based on Whole-Transcriptome Sequencing. Genes (Basel) 2023; 14:genes14030723. [PMID: 36980995 PMCID: PMC10047933 DOI: 10.3390/genes14030723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 03/11/2023] [Accepted: 03/13/2023] [Indexed: 03/18/2023] Open
Abstract
We carried out whole transcriptome sequencing (WTS) on the tumor and the matching adjacent normal tissues from five patients having Xp11 translocation renal cell carcinoma (RCC). This was performed in terms of obtaining more understanding of the genomic panorama and molecular basis of this cancer. To examine gene-regulatory networks in XP11 translocation RCC, variance expression analysis was carried out, followed by functional enrichment analysis. Gene Expression Omnibus (GEO) of Xp11 translocation RCC data was used to validate the results. As per inclusion criteria, a total of 1886 differentially expressed mRNAs (DEmRNAs), 56 differentially expressed miRNAs (DEmiRNAs), 223 differentially expressed lncRNAs (DElncRNAs), and 1764 differentially expressed circRNAs (DEcircRNAs) were found. KEGG enrichment study of DEmiRNA, DElncRNA, and DEcircRNA target genes identified the function of protein processing in the endoplasmic reticulum, lysosome, and neutrophil-mediated immunity. Three subnetwork modules integrated from the PPI network also revealed the genes involved in protein processing in the endoplasmic reticulum, lysosome, and protein degradation processes, which may regulate the Xp11 translocation RCC process. The ceRNA complex network was created by Cytoscape, which included three upregulated circRNAs, five upregulated lncRNAs, 24 upregulated mRNAs, and two downregulated miRNAs (hsa-let-7d-5p and hsa-miR-433-3p). The genes as a prominent component of the complex ceRNA network may be key factors in the pathogenesis of Xp11 translocation RCC. Our findings clarified the genomic and transcriptional complexity of Xp11 translocation RCC while also pointing to possible new targets for Xp11 translocation RCC characterization.
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Affiliation(s)
- Changqi Deng
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Chengcheng Wei
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Yaxin Hou
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Ming Xiong
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Dong Ni
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Yu Huang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Miao Wang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Xiong Yang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
| | - Ke Chen
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
- Correspondence: (K.C.); (Z.C.)
| | - Zhaohui Chen
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China
- Correspondence: (K.C.); (Z.C.)
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13
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Li Y, Xu T, Wang X, Jia X, Ren M, Wang X. The prognostic utility of preoperative neutrophil-to-lymphocyte ratio (NLR) in patients with colorectal liver metastasis: a systematic review and meta-analysis. Cancer Cell Int 2023; 23:39. [PMID: 36855112 PMCID: PMC9976405 DOI: 10.1186/s12935-023-02876-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 02/17/2023] [Indexed: 03/02/2023] Open
Abstract
The neutrophil-to-lymphocyte ratio is used to reflect body's inflammatory status with prognostic value in different cancers. We aimed to investigate the influence of preoperative NLR in the prognosis of CRLM patients receiving surgery using meta-analysis. Data in Cochrane Library, PubMed, Embase, and Web of Science databases created before October 2022 were recruited. Meta-analysis was carried out with RevMan 5.3 and Stata16 software, and the primary outcome indicators included overall survival (OS), and secondary outcome indicators included disease-free survival (DFS) and relapse-free survival (RFS). The pooled risk ratio (HR) and 95% confidence interval (CI) for each outcome indicator were determined using random-effects models or fixed-effects models. The pooled odds ratio (OR) and corresponding 95% confidence intervals (CI) for NLR and clinicopathological characteristics were determined with a fixed-effects model. 18 papers published between 2008 and 2022 (3184 patients in total) were included. The pooled analysis found that high preoperative NLR was correlated with poor OS (multivariate HR = 1.83, 95% CI = 1.61-2.08, p < 0.01), DFS (multivariate HR = 1.78, 95% CI = 1.16-2.71, p < 0.01) and RFS (multivariate HR = 1.46, 95% CI = 1.15-1.85, p < 0.01), but NLR was not related to clinicopathological features of CRLM patients correlation. In conclusion, NLR is an independent risk factor for poor prognosis in patients with CRLM. More large-scale clinical researches are required in the future to demonstrate the inclusion of preoperative NLR as a prognostic indicator for CRLM patients to guide postoperative adjuvant chemotherapy.
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Affiliation(s)
- Yanqing Li
- grid.462400.40000 0001 0144 9297Graduate School of Baotou Medical College, Inner Mongolia University of Science and Technology, Baotou, 014000 China
| | - Tianxiang Xu
- grid.440229.90000 0004 1757 7789Abdominal Tumor Surgery, Center of Tumor, Inner Mongolia People’s Hospital, Hohhot, 010017 China
| | - Xin Wang
- grid.462400.40000 0001 0144 9297Graduate School of Baotou Medical College, Inner Mongolia University of Science and Technology, Baotou, 014000 China
| | - Xiangdong Jia
- grid.440229.90000 0004 1757 7789Abdominal Tumor Surgery, Center of Tumor, Inner Mongolia People’s Hospital, Hohhot, 010017 China
| | - Meng Ren
- grid.440229.90000 0004 1757 7789Abdominal Tumor Surgery, Center of Tumor, Inner Mongolia People’s Hospital, Hohhot, 010017 China
| | - Xiaoxia Wang
- Intensive Care Unit, Inner Mongolia People's Hospital, Hohhot, 010017, China.
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14
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Allenet C, Klein C, Rouget B, Margue G, Capon G, Alezra E, Blanc P, Estrade V, Bladou F, Robert G, Bernhard JC. Can Pre-Operative Neutrophil-to-Lymphocyte Ratio (NLR) Help Predict Non-Metastatic Renal Carcinoma Recurrence after Nephrectomy? (UroCCR-61 Study). Cancers (Basel) 2022; 14:cancers14225692. [PMID: 36428784 PMCID: PMC9688470 DOI: 10.3390/cancers14225692] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 11/15/2022] [Accepted: 11/17/2022] [Indexed: 11/22/2022] Open
Abstract
Recent studies suggested that the neutrophil-to-lymphocyte ratio (NLR) could play a key role in tumor initiation, progression and response to treatments. The main objective was to assess the prognostic value of the pre-operative NLR on recurrence-free survival (RFS) in patients with non-hereditary localized renal cell carcinoma. From the UroCCR database (NCT03293563), factors influencing the disease recurrence of consecutive patients who underwent nephrectomy for cT1-T4 N0M0 were analyzed using multi-variate cox regression and log-rank methods. We included 786 patients, among which 135 (17.2%) experienced a recurrence at a median time of 23.7 [8.5-48.6] months. RFS for patients with a pre-operative NLR of <2.7 was 94% and 88% at 3 and 5 years, respectively, versus 76% and 63% for patients with a NLR of ≥2.7 (p < 0.001, log-rank test). To predict the risk of post-operative recurrence, the NLR was combined with the UCLA integrated staging system (UISS), and we defined four groups of the UroCCR-61 predictive model. The RFS rates at 3 and 5 years were 100% and 97% in the very-low-risk group, 93% and 86% in the low-risk group, 78% and 68% in the intermediate-risk group and 63% and 46% in the high-risk group (p < 0.0001). The pre-operative NLR seems to be an inexpensive and easily accessible prognostic bio-marker for non-metastatic RCCs.
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Affiliation(s)
- Clément Allenet
- Department of Urology, Bordeaux Pellegrin University Hospital,33000 Bordeaux, France
- Department of Health Sciences, University of Bordeaux, 33000 Bordeaux, France
| | - Clément Klein
- Department of Urology, Bordeaux Pellegrin University Hospital,33000 Bordeaux, France
- Department of Health Sciences, University of Bordeaux, 33000 Bordeaux, France
| | - Benjamin Rouget
- Department of Urology, Robert Boulin Hospital, 33500 Libourne, France
| | - Gaëlle Margue
- Department of Urology, Bordeaux Pellegrin University Hospital,33000 Bordeaux, France
- Department of Health Sciences, University of Bordeaux, 33000 Bordeaux, France
| | - Grégoire Capon
- Department of Urology, Bordeaux Pellegrin University Hospital,33000 Bordeaux, France
- Department of Health Sciences, University of Bordeaux, 33000 Bordeaux, France
| | - Eric Alezra
- Department of Urology, Bordeaux Pellegrin University Hospital,33000 Bordeaux, France
- Department of Health Sciences, University of Bordeaux, 33000 Bordeaux, France
| | - Peggy Blanc
- Department of Urology, Bordeaux Pellegrin University Hospital,33000 Bordeaux, France
- Department of Health Sciences, University of Bordeaux, 33000 Bordeaux, France
| | - Vincent Estrade
- Department of Urology, Bordeaux Pellegrin University Hospital,33000 Bordeaux, France
- Department of Health Sciences, University of Bordeaux, 33000 Bordeaux, France
| | - Franck Bladou
- Department of Urology, Bordeaux Pellegrin University Hospital,33000 Bordeaux, France
- Department of Health Sciences, University of Bordeaux, 33000 Bordeaux, France
| | - Grégoire Robert
- Department of Urology, Bordeaux Pellegrin University Hospital,33000 Bordeaux, France
- Department of Health Sciences, University of Bordeaux, 33000 Bordeaux, France
| | - Jean-Christophe Bernhard
- Department of Urology, Bordeaux Pellegrin University Hospital,33000 Bordeaux, France
- Department of Health Sciences, University of Bordeaux, 33000 Bordeaux, France
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15
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Focus on the Dynamics of Neutrophil-to-Lymphocyte Ratio in Cancer Patients Treated with Immune Checkpoint Inhibitors: A Meta-Analysis and Systematic Review. Cancers (Basel) 2022; 14:cancers14215297. [PMID: 36358716 PMCID: PMC9658132 DOI: 10.3390/cancers14215297] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 10/25/2022] [Accepted: 10/26/2022] [Indexed: 11/17/2022] Open
Abstract
Background: A number of studies have reported an association between the dynamics of neutrophil-to-lymphocyte ratio (NLR) and clinical efficacy in patients treated with immune checkpoint inhibitors (ICIs), but there is still a lack of a meta-analysis or systematic review. Methods: PubMed, Embase, Web of Science, and the Cochrane Library were searched until September 2022 for studies reporting on the association between the change in NLR after ICI treatment and clinical outcomes. Outcome measures of interest included: change in NLR before and after treatment, overall survival (OS), progression-free survival (PFS), and objective response rate (ORR). Results: A total of 4154 patients in 38 studies were included. The pooled percentage of patients with increased NLR was 49.7% (95CI%: 43.7−55.8%). Six studies discussing the change in NLR in patients with different tumor responses all showed that the NLR level in patients without response to immunotherapy may increase after ICI treatment. The upward trend in NLR was associated with shorter OS (pooled HR: 2.05, 95%CI: 1.79−2.35, p < 0.001) and PFS (pooled HR: 1.89, 95%CI: 1.66−2.14, p < 0.001) and higher ORR (pooled OR: 0.27, 95%CI: 0.19−0.39, p < 0.001), and downward trend in NLR was associated with longer OS (pooled HR: 0.49, 95%CI: 0.42−0.58, p < 0.001) and PFS (pooled HR: 0.55, 95%CI: 0.48−0.63, p < 0.001) and lower ORR (pooled OR: 3.26, 95%CI: 1.92−5.53, p < 0.001). In addition, post-treatment high NLR was associated with more impaired survival than baseline high NLR (pooled HR of baseline high NLR: 1.82, 95%CI: 1.52−2.18; pooled HR of post-treatment high NLR: 2.93, 95%CI: 2.26−3.81), but the NLR at different time points may have a similar predictive effect on PFS (pooled HR of baseline high NLR: 1.68, 95%CI: 1.44−1.97; pooled HR of post-treatment high NLR: 2.00, 95%CI: 1.54−2.59). Conclusions: The NLR level of tumor patients after ICI treatment is stable overall, but the NLR level in patients without response to immunotherapy may increase after ICI treatment. Patients with an upward trend in NLR after ICI treatment were associated with worse clinical outcomes; meanwhile, the downward trend in NLR was associated with better clinical outcomes. Post-treatment high NLR was associated with more impaired survival than baseline high NLR.
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16
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Rimini M, Rimassa L, Ueshima K, Burgio V, Shigeo S, Tada T, Suda G, Yoo C, Cheon J, Pinato DJ, Lonardi S, Scartozzi M, Iavarone M, Di Costanzo GG, Marra F, Soldà C, Tamburini E, Piscaglia F, Masi G, Cabibbo G, Foschi FG, Silletta M, Pressiani T, Nishida N, Iwamoto H, Sakamoto N, Ryoo BY, Chon HJ, Claudia F, Niizeki T, Sho T, Kang B, D'Alessio A, Kumada T, Hiraoka A, Hirooka M, Kariyama K, Tani J, Atsukawa M, Takaguchi K, Itobayashi E, Fukunishi S, Tsuji K, Ishikawa T, Tajiri K, Ochi H, Yasuda S, Toyoda H, Ogawa C, Nishimur T, Hatanaka T, Kakizaki S, Shimada N, Kawata K, Tanaka T, Ohama H, Nouso K, Morishita A, Tsutsui A, Nagano T, Itokawa N, Okubo T, Arai T, Imai M, Naganuma A, Koizumi Y, Nakamura S, Joko K, Iijima H, Hiasa Y, Pedica F, De Cobelli F, Ratti F, Aldrighetti L, Kudo M, Cascinu S, Casadei-Gardini A. Atezolizumab plus bevacizumab versus lenvatinib or sorafenib in non-viral unresectable hepatocellular carcinoma: an international propensity score matching analysis. ESMO Open 2022; 7:100591. [PMID: 36208496 PMCID: PMC9808460 DOI: 10.1016/j.esmoop.2022.100591] [Citation(s) in RCA: 79] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 08/21/2022] [Accepted: 08/22/2022] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND A growing body of evidence suggests that non-viral hepatocellular carcinoma (HCC) might benefit less from immunotherapy. MATERIALS AND METHODS We carried out a retrospective analysis of prospectively collected data from consecutive patients with non-viral advanced HCC, treated with atezolizumab plus bevacizumab, lenvatinib, or sorafenib, in 36 centers in 4 countries (Italy, Japan, Republic of Korea, and UK). The primary endpoint was overall survival (OS) with atezolizumab plus bevacizumab versus lenvatinib. Secondary endpoints were progression-free survival (PFS) with atezolizumab plus bevacizumab versus lenvatinib, and OS and PFS with atezolizumab plus bevacizumab versus sorafenib. For the primary and secondary endpoints, we carried out the analysis on the whole population first, and then we divided the cohort into two groups: non-alcoholic fatty liver disease (NAFLD)/non-alcoholic steatohepatitis (NASH) population and non-NAFLD/NASH population. RESULTS One hundred and ninety patients received atezolizumab plus bevacizumab, 569 patients received lenvatinib, and 210 patients received sorafenib. In the whole population, multivariate analysis showed that treatment with lenvatinib was associated with a longer OS [hazard ratio (HR) 0.65; 95% confidence interval (CI) 0.44-0.95; P = 0.0268] and PFS (HR 0.67; 95% CI 0.51-0.86; P = 0.002) compared to atezolizumab plus bevacizumab. In the NAFLD/NASH population, multivariate analysis confirmed that lenvatinib treatment was associated with a longer OS (HR 0.46; 95% CI 0.26-0.84; P = 0.0110) and PFS (HR 0.55; 95% CI 0.38-0.82; P = 0.031) compared to atezolizumab plus bevacizumab. In the subgroup of non-NAFLD/NASH patients, no difference in OS or PFS was observed between patients treated with lenvatinib and those treated with atezolizumab plus bevacizumab. All these results were confirmed following propensity score matching analysis. By comparing patients receiving atezolizumab plus bevacizumab versus sorafenib, no statistically significant difference in survival was observed. CONCLUSIONS The present analysis conducted on a large number of advanced non-viral HCC patients showed for the first time that treatment with lenvatinib is associated with a significant survival benefit compared to atezolizumab plus bevacizumab, in particular in patients with NAFLD/NASH-related HCC.
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Affiliation(s)
- M Rimini
- IRCCS San Raffaele Scientific Institute Hospital, Department of Oncology, Vita-Salute San Raffaele University, Milan, Italy
| | - L Rimassa
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Milan, Italy
| | - K Ueshima
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Higashi-Osaka, Japan
| | - V Burgio
- IRCCS San Raffaele Scientific Institute Hospital, Department of Oncology, Vita-Salute San Raffaele University, Milan, Italy
| | - S Shigeo
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Japan
| | - T Tada
- Department of Internal Medicine, Japanese Red Cross Himeji Hospital, Himeji, Japan
| | - G Suda
- Department of Gastroenterology and Hepatology, Hokkaido, Japan; University Graduate School of Medicine, Sapporo, Japan
| | - C Yoo
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - J Cheon
- Department of Medical Oncology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea
| | - D J Pinato
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK; Department of Translational Medicine, Università degli Studi del Piemonte Orientale, Novara, Italy
| | - S Lonardi
- Oncology Unit 3, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - M Scartozzi
- Medical Oncology, University and University Hospital of Cagliari, Cagliari, Italy
| | - M Iavarone
- Division of Gastroenterology and Hepatology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico di Milano, Milan, Italy
| | | | - F Marra
- Dipartimento di Medicina Sperimentale e Clinica, Università di Firenze, Firenze, Italy
| | - C Soldà
- Oncology Unit 1, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - E Tamburini
- Department of Oncology and Palliative Care, Cardinale Hospital, Naples, Italy
| | - F Piscaglia
- Division of Internal Medicine, Hepatobiliary and Immunoallergic Disease, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - G Masi
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy; Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
| | - G Cabibbo
- Section of Gastroenterology & Hepatology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, Palermo, Italy
| | - F G Foschi
- Internal Medicine, Infermi Hospital, Faenza (AUSL ROMAGNA), Ravenna, Italy
| | - M Silletta
- Division of Medical Oncology, Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - T Pressiani
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Milan, Italy
| | - N Nishida
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Higashi-Osaka, Japan
| | - H Iwamoto
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Japan
| | - N Sakamoto
- Department of Gastroenterology and Hepatology, Hokkaido, Japan; University Graduate School of Medicine, Sapporo, Japan
| | - B-Y Ryoo
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - H J Chon
- Department of Medical Oncology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea
| | - F Claudia
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK; Department of Translational Medicine, Università degli Studi del Piemonte Orientale, Novara, Italy
| | - T Niizeki
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Japan
| | - T Sho
- Department of Gastroenterology and Hepatology, Hokkaido, Japan; University Graduate School of Medicine, Sapporo, Japan
| | - B Kang
- Department of Medical Oncology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea
| | - A D'Alessio
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK; Department of Translational Medicine, Università degli Studi del Piemonte Orientale, Novara, Italy
| | - T Kumada
- Department of Nursing, Gifu Kyoritsu University, Ogaki, Japan
| | - A Hiraoka
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - M Hirooka
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - K Kariyama
- Department of Gastroenterology, Okayama City Hospital, Okayama, Japan
| | - J Tani
- Department of Gastroenterology and Hepatology, Kagawa University, Kagawa, Japan
| | - M Atsukawa
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Nippon Medical School, Tokyo, Japan
| | - K Takaguchi
- Department of Hepatology, Kagawa Prefectural Central Hospital, Takamatsu, Japan
| | - E Itobayashi
- Department of Gastroenterology, Asahi General Hospital, Asahi, Japan
| | - S Fukunishi
- Premier Departmental Research of Medicine, Osaka Medical and Pharmaceutical University, Shinya Fukunishi, Osaka, Japan
| | - K Tsuji
- Center of Gastroenterology, Teine Keijinkai Hospital, Sapporo, Japan
| | - T Ishikawa
- Department of Gastroenterology, Saiseikai Niigata Hospital, Niigata, Japan
| | - K Tajiri
- Department of Gastroenterology, Toyama University Hospital, Toyama, Japan
| | - H Ochi
- Hepato-biliary Center, Japanese Red Cross Matsuyama Hospital, Matsuyama, Japan
| | - S Yasuda
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Ogaki, Japan
| | - H Toyoda
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Ogaki, Japan
| | - C Ogawa
- Department of Gastroenterology, Japanese Red Cross Takamatsu Hospital, Takamatsu, Japan
| | - T Nishimur
- Department of Internal medicine, Division of Gastroenterology and Hepatology, Hyogo College of Medicine, Nishinomiya, Japan
| | - T Hatanaka
- Department of Gastroenterology, Gunma Saiseikai Maebashi Hospital, Maebashi, Japan
| | - S Kakizaki
- Department of Clinical Research, National Hospital Organization Takasaki General Medical Center, Takasaki, Japan
| | - N Shimada
- Division of Gastroenterology and Hepatology, Otakanomori Hospital, Kashiwa, Japan
| | - K Kawata
- Department of Hepatology, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - T Tanaka
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - H Ohama
- Premier Departmental Research of Medicine, Osaka Medical and Pharmaceutical University, Shinya Fukunishi, Osaka, Japan
| | - K Nouso
- Department of Gastroenterology, Okayama City Hospital, Okayama, Japan
| | - A Morishita
- Department of Gastroenterology and Hepatology, Kagawa University, Kagawa, Japan
| | - A Tsutsui
- Department of Hepatology, Kagawa Prefectural Central Hospital, Takamatsu, Japan
| | - T Nagano
- Department of Hepatology, Kagawa Prefectural Central Hospital, Takamatsu, Japan
| | - N Itokawa
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Nippon Medical School, Tokyo, Japan
| | - T Okubo
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Nippon Medical School, Tokyo, Japan
| | - T Arai
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Nippon Medical School, Tokyo, Japan
| | - M Imai
- Department of Gastroenterology, Saiseikai Niigata Hospital, Niigata, Japan
| | - A Naganuma
- Department of Gastroenterology, National Hospital Organization Takasaki General Medical Center, Takasaki, Japan
| | - Y Koizumi
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - S Nakamura
- Department of Internal Medicine, Japanese Red Cross Himeji Hospital, Himeji, Japan
| | - K Joko
- Hepato-biliary Center, Japanese Red Cross Matsuyama Hospital, Matsuyama, Japan
| | - H Iijima
- Department of Internal medicine, Division of Gastroenterology and Hepatology, Hyogo College of Medicine, Nishinomiya, Japan
| | - Y Hiasa
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - F Pedica
- Department of Experimental Oncology, Pathology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - F De Cobelli
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy
| | - F Ratti
- Hepatobiliary Surgery Division, Liver Center, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - L Aldrighetti
- Hepatobiliary Surgery Division, Liver Center, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - M Kudo
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Higashi-Osaka, Japan
| | - S Cascinu
- Department of Oncology, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy
| | - A Casadei-Gardini
- Department of Oncology, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy.
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17
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Silagy AW, Tin AL, Rappold P, Vertosick EA, Mano R, Attalla K, Yoo A, Weng S, DiNatale RG, Vickers AJ, Sjoberg DD, Coleman JA, Russo P, Hakimi AA. Systemic Immunological Determinants of Oncological Outcomes After Surgery for Localized Renal Cell Carcinoma. Clin Genitourin Cancer 2022; 20:e432-e439. [PMID: 35753989 PMCID: PMC9985482 DOI: 10.1016/j.clgc.2022.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 05/20/2022] [Indexed: 11/18/2022]
Abstract
INTRODUCTION & OBJECTIVES In systemic therapy trials, a decreasing neutrophil-to-lymphocyte ratio (NLR) after treatment for metastatic renal cell carcinoma (RCC) has been associated with improved oncologic outcomes. Paradoxically, for patients with localized RCC treated with upfront surgery the opposite effect has been reported. We thus aimed to evaluate NLR dynamics on localized RCC recurrence. MATERIALS AND METHODS Treatment naïve patients with localized RCC managed surgically between 2005 and 2020 were included. Preoperative NLR was calculated within 6-weeks prior to surgery and postoperative NLR was calculated between 4 and twelve-weeks after surgery. Patients were followed for disease recurrence, noting metastatic sites and postoperative infections. Cox regression were used to determine whether the relative change in postoperative NLR was associated with metastasis-free survival (MFS) and cancer-specific survival (CSS), adjusted for preoperative NLR. RESULTS In the cohort of 3310 patients, 996 (30%) had postoperative NLR available. These patients generally had more advanced disease, with 100 developing metastases and 38 dying from kidney cancer. Median MFS follow-up was 4.4 years. Decreasing 2-month postoperative NLR was associated with non-statistically significant worse MFS and CSS (HR 0.79, 95% 0.50, 1.24, P = .3; HR 0.83, 95% C.I. 0.40, 1.73; P = .6). On sensitivity analysis, across all NLR measurements, with NLR as a time-dependent covariate, results were similar, with a declining NLR associated with adverse MFS (HR 0.85, 95% CI 0.69, 1.30, P-value = .10), though not meeting conventional levels of significance. CONCLUSION In higher-risk localized RCC patients, postoperative NLR is not suitable as a biomarker for predicting recurrences.
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Affiliation(s)
- Andrew W Silagy
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Amy L Tin
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Phillip Rappold
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Emily A Vertosick
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Roy Mano
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Kyrollis Attalla
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Angela Yoo
- SUNY Downstate Health Sciences University, Brooklyn, NY
| | - Stanley Weng
- Department of Urology, SUNY Downstate Health Sciences University, Brooklyn, NY
| | - Renzo G DiNatale
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Andrew J Vickers
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Daniel D Sjoberg
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jonathan A Coleman
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Paul Russo
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Abraham Ari Hakimi
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY.
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18
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Raskov H, Orhan A, Gaggar S, Gögenur I. Neutrophils and polymorphonuclear myeloid-derived suppressor cells: an emerging battleground in cancer therapy. Oncogenesis 2022; 11:22. [PMID: 35504900 PMCID: PMC9065109 DOI: 10.1038/s41389-022-00398-3] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 04/22/2022] [Accepted: 04/22/2022] [Indexed: 12/12/2022] Open
Abstract
Neutrophils are central mediators of innate and adaptive immunity and first responders to tissue damage. Although vital to our health, their activation, function, and resolution are critical to preventing chronic inflammation that may contribute to carcinogenesis. Cancers are associated with the expansion of the neutrophil compartment with an escalation in the number of polymorphonuclear myeloid-derived suppressor cells (PMN-MDSC) in the peripheral circulation and tumor microenvironment. Although phenotypically similar to classically activated neutrophils, PMN-MDSC is pathologically activated and immunosuppressive in nature. They dynamically interact with other cell populations and tissue components and convey resistance to anticancer therapies while accelerating disease progression and metastatic spread. Cancer-associated neutrophilia and tumor infiltration of neutrophils are significant markers of poor outcomes in many cancers. Recently, there has been significant progress in the identification of molecular markers of PMN-MDSC providing insights into the central role of PMN-MDSC in the local tumor microenvironment as well as the systemic immune response in cancer. Further advances in sequencing and proteomics techniques will improve our understanding of their diverse functionalities and the complex molecular mechanisms at play. Targeting PMN-MDSC is currently one of the major focus areas in cancer research and several signaling pathways representing possible treatment targets have been identified. Positive results from preclinical studies clearly justify the current investigation in drug development and thus novel therapeutic strategies are being evaluated in clinical trials. In this review, we discuss the involvement of PMN-MDSC in cancer initiation and progression and their potential as therapeutic targets and clinical biomarkers in different cancers.
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Affiliation(s)
- Hans Raskov
- Center for Surgical Science, Zealand University Hospital, Køge, Denmark.
| | - Adile Orhan
- Center for Surgical Science, Zealand University Hospital, Køge, Denmark.,Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Shruti Gaggar
- Center for Surgical Science, Zealand University Hospital, Køge, Denmark
| | - Ismail Gögenur
- Center for Surgical Science, Zealand University Hospital, Køge, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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19
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Chaker K, Ouanes Y, Dali KM, Bibi M, Messaoudi Y, Mosbehi B, Abid K, Sellami A, Ben Rhouma S, Nouira Y. Signification pronostique du rapport préopératoire neutrophiles-lymphocytes dans le cancer du rein non métastatique. Prog Urol 2022; 32:585-592. [DOI: 10.1016/j.purol.2022.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 03/02/2022] [Accepted: 03/21/2022] [Indexed: 11/28/2022]
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20
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Bilen MA, Rini BI, Voss MH, Larkin J, Haanen JB, Albiges L, Pagliaro LC, Voog EG, Lam ET, Kislov N, McGregor BA, Lalani AKA, Huang B, di Pietro A, Krulewicz S, Robbins PB, Choueiri TK. Association of Neutrophil-to-Lymphocyte Ratio with Efficacy of First-Line Avelumab plus Axitinib vs. Sunitinib in Patients with Advanced Renal Cell Carcinoma Enrolled in the Phase 3 JAVELIN Renal 101 Trial. Clin Cancer Res 2022; 28:738-747. [PMID: 34789480 PMCID: PMC9377757 DOI: 10.1158/1078-0432.ccr-21-1688] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 09/29/2021] [Accepted: 11/15/2021] [Indexed: 01/07/2023]
Abstract
PURPOSE To evaluate the association between neutrophil-to-lymphocyte ratio (NLR) and efficacy of avelumab plus axitinib or sunitinib. EXPERIMENTAL DESIGN Adult patients with untreated advanced renal cell carcinoma (RCC) with a clear-cell component, ≥1 measurable lesions, Eastern Cooperative Oncology Group performance status of 0 or 1, fresh or archival tumor specimen, and adequate renal, cardiac, and hepatic function were included. Retrospective analyses of the association between baseline NLR and progression-free survival (PFS) and overall survival (OS) in the avelumab plus axitinib or sunitinib arms were performed using the first interim analysis of the phase 3 JAVELIN Renal 101 trial (NCT02684006). Multivariate Cox regression analyses of PFS and OS were conducted. Translational data were assessed to elucidate the underlying biology associated with differences in NLR. RESULTS Patients with below-median NLR had longer observed PFS with avelumab plus axitinib [stratified HR, 0.85; 95% confidence interval (CI), 0.634-1.153] or sunitinib (HR, 0.56; 95% CI, 0.415-0.745). In the avelumab plus axitinib or sunitinib arms, respectively, median PFS was 13.8 and 11.2 months in patients with below-median NLR, and 13.3 and 5.6 months in patients with median-or-higher NLR. Below-median NLR was also associated with longer observed OS in the avelumab plus axitinib (HR, 0.51; 95% CI, 0.300-0.871) and sunitinib arms (HR, 0.30; 95% CI, 0.174-0.511). Tumor analyses showed an association between NLR and key biological characteristics, suggesting a role of NLR in underlying mechanisms influencing clinical outcome. CONCLUSIONS Current data support NLR as a prognostic biomarker in patients with advanced RCC receiving avelumab plus axitinib or sunitinib.
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Affiliation(s)
- Mehmet A. Bilen
- Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, Georgia
| | - Brian I. Rini
- Vanderbilt University Medical Center, Nashville, Tennessee
| | - Martin H. Voss
- Memorial Sloan Kettering Cancer Center, New York, New York
| | - James Larkin
- Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - John B.A.G. Haanen
- Department of Medical Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Laurence Albiges
- Department of Cancer Medicine, Institut Gustave Roussy, Villejuif, and Université Paris-Saclay, Paris, France
| | | | | | - Elaine T. Lam
- University of Colorado Cancer Center, Anschutz Medical Campus, Aurora, Colorado
| | - Nikolay Kislov
- Yaroslavl Regional Clinical Oncological Hospital, Yaroslavl, Russia
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21
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Optimizing Perioperative Treatment for Kidney Cancer. Urol Oncol 2022. [DOI: 10.1007/978-3-030-89891-5_11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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22
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Chen X, Meng F, Jiang R. Neutrophil-to-Lymphocyte Ratio as a Prognostic Biomarker for Patients With Metastatic Renal Cell Carcinoma Treated With Immune Checkpoint Inhibitors: A Systematic Review and Meta-Analysis. Front Oncol 2021; 11:746976. [PMID: 34900692 PMCID: PMC8660071 DOI: 10.3389/fonc.2021.746976] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Accepted: 10/25/2021] [Indexed: 12/20/2022] Open
Abstract
There is increasing evidence to suggest that the neutrophil-to-lymphocyte ratio (NLR) is related to the prognosis of patients with renal cell carcinoma (RCC) treated with immune checkpoint inhibitors (ICIs). However, these findings are inconsistent. The present study was performed with the aim of exploring the utility of NLR in patients with RCC treated with ICIs. For this purpose, a comprehensive search of PubMed, Web of Science, and Embase was performed to find studies evaluating the prognostic value of NLR. The overall survival (OS) and progression-free survival (PFS) were the assessed clinical outcomes. All statistical analysis was performed using Stata version 12.0 software. The combined hazard ratios (HRs) and 95% confidence intervals (CIs) of NLR for OS and PFS were calculated using the random-effect models. Heterogeneity was evaluated based on the I 2 value and Cochran's Q test. Egger's and Begg's tests were applied to precisely assess the publication bias. The "trim and fill" method was adopted to perform the sensitivity analysis to determine whether the results were stable. In total, 12 studies encompassing 1,275 patients were included in the final analysis. The results revealed that a high NLR at baseline or pre-therapy was associated with a poor OS (HR, 2.23; 95% CI, 1.84-2.70; p < 0.001) and PFS (HR, 1.78; 95% CI, 1.72-2.09; p < 0.001). During the course of treatment, a decrease in the NLR was associated with a significantly longer OS (HR, 0.34; 95% CI, 0.20-0.56; p < 0.001) and PFS (HR, 0.44; 95% CI, 0.30-0.63; p < 0.001) compared to an increase in NLR. As a preliminary screening of other risk factors, age, sex, race, and IMDC risk may have a certain prognostic value for RCC treated with ICIs. People over 70 years old had better OS compared to people younger than 70 (HR, 0.65; 95% CI, 0.48-0.89). Non-Caucasians treated with immunotherapy had a worse OS (HR, 8.67; 95% CI, 2.87-26.2) and PFS (HR, 2.65; 95% CI, 1.28-5.48) than Caucasians. Males had a worse OS than females (HR, 1.48; 95% CI, 1.14-1.93). Compared with the IMDC favorable risk group, the OS of the IMDC poor risk group was worse (HR, 2.59; 95% CI, 1.56-4.32). There was no significant publication bias or heterogeneity observed in the present study. On the whole, the present study demonstrated that an elevated NLR is associated with an adverse OS and PFS in patients with RCC treated with ICIs. The NLR may thus be used as a readily available prognostic biomarker for these patients. Age, sex, race, and IMDC risk may have potential predictive value for the prognosis of RCC treated with ICIs. However, further investigations are warranted to validate these results.
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Affiliation(s)
- Xiuqiong Chen
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Department of Thoracic Oncology, Tianjin Lung Cancer Center, Tianjin Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China
| | - Fanqiao Meng
- Department of Hematology, Tianjin Medical University General Hospital, Tianjin, China
| | - Richeng Jiang
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Department of Thoracic Oncology, Tianjin Lung Cancer Center, Tianjin Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China
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23
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Cordeiro MD, Ilario EN, Abe DK, Carvalho PAD, Muniz DQB, Sarkis AS, Coelho RF, Guimarães RM, Haddad MV, Nahas WC. Neutrophil-to-Lymphocyte Ratio Predicts Cancer Outcome in Locally Advanced Clear Renal Cell Carcinoma. Clin Genitourin Cancer 2021; 20:102-106. [PMID: 34969630 DOI: 10.1016/j.clgc.2021.10.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Revised: 10/11/2021] [Accepted: 10/15/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND To evaluate the association of neutrophil-to-lymphocyte ratio (NLR) with recurrence-free survival (RFS) and overall survival (OS) in patients with locally advanced nonmetastatic clear cell renal cell carcinoma (ccRCC) undergoing radical nephrectomy. MATERIAL AND METHODS We retrospectively identified 880 nephrectomies performed between January 2009 and December 2016 in a single center, reviewed data from 478 radical nephrectomies for kidney tumors and identified 187 patients with locally advanced nonmetastatic ccRCC (pT3-T4 N0M0). NLR was obtained preoperatively and calculated by dividing absolute neutrophil count by absolute lymphocyte count. OS and RFS were evaluated by the Kaplan-Meier method. Cox proportional-hazards regression models were used to evaluate predictors of RFS and OS. RESULTS Among 187 patients with ccRCC (mean age 63.4 ± 11.5 years; 118 [63.1%] male), the median follow-up was 48.7 months. On univariate analysis, in patients with Fuhrman nuclear grade of differentiation 3-4, the median time to recurrence was significantly shorter with NLR ≥ 4 than < 4 (24 vs. 55 months, P = .045). On multivariable analysis adjusted for NLR ≥ 4, among all variables analyzed (NLR, microvascular invasion, sarcomatoid differentiation, tumor size and body mass index), only nuclear grade of differentiation was an independent predictor of recurrence (hazard ratio 2.18; 95% confidence interval 1.07-4.92, P = .03). The 3-year OS had no statistically significant difference between patients with NLR ≥ 4 or < 4. CONCLUSION For patients with locally advanced, nonmetastatic ccRCC, RFS was reduced with high nuclear grade of differentiation and high preoperative NLR. These findings suggest an association between higher NLR and worse outcomes in locally advanced ccRCC.
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Affiliation(s)
- Mauricio Dener Cordeiro
- Divisão de Urologia, Faculdade de Medicina da Universidade de São Paulo, Instituto do Câncer de Estado de São Paulo, São Paulo, Brazil.
| | - Eder Nisi Ilario
- Divisão de Urologia, Faculdade de Medicina da Universidade de São Paulo, Instituto do Câncer de Estado de São Paulo, São Paulo, Brazil
| | - Daniel Kanda Abe
- Divisão de Urologia, Faculdade de Medicina da Universidade de São Paulo, Instituto do Câncer de Estado de São Paulo, São Paulo, Brazil
| | - Paulo Afonso de Carvalho
- Divisão de Urologia, Faculdade de Medicina da Universidade de São Paulo, Instituto do Câncer de Estado de São Paulo, São Paulo, Brazil
| | | | - Alvaro Sadek Sarkis
- Divisão de Urologia, Faculdade de Medicina da Universidade de São Paulo, Instituto do Câncer de Estado de São Paulo, São Paulo, Brazil
| | - Rafael Ferreira Coelho
- Divisão de Urologia, Faculdade de Medicina da Universidade de São Paulo, Instituto do Câncer de Estado de São Paulo, São Paulo, Brazil
| | - Ronaldo Morales Guimarães
- Divisão de Urologia, Faculdade de Medicina da Universidade de São Paulo, Instituto do Câncer de Estado de São Paulo, São Paulo, Brazil
| | - Michel Vitor Haddad
- Divisão de Urologia, Faculdade de Medicina da Universidade de São Paulo, Instituto do Câncer de Estado de São Paulo, São Paulo, Brazil
| | - William Carlos Nahas
- Divisão de Urologia, Faculdade de Medicina da Universidade de São Paulo, Instituto do Câncer de Estado de São Paulo, São Paulo, Brazil
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24
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Tucker MD, Brown LC, Chen YW, Kao C, Hirshman N, Kinsey EN, Ancell KK, Beckermann KE, Davis NB, McAlister R, Schaffer K, Armstrong AJ, Harrison MR, George DJ, Rathmell WK, Rini BI, Zhang T. Association of baseline neutrophil-to-eosinophil ratio with response to nivolumab plus ipilimumab in patients with metastatic renal cell carcinoma. Biomark Res 2021; 9:80. [PMID: 34732251 PMCID: PMC8564988 DOI: 10.1186/s40364-021-00334-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 10/09/2021] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND The identification of biomarkers to select patients with metastatic renal cell carcinoma (mRCC) most likely to respond to combination immunotherapy (IO) is needed. We sought to investigate an association of the baseline neutrophil-to-eosinophil ratio (NER) with outcomes to nivolumab plus ipilimumab for patients with mRCC. METHODS We performed a retrospective review of patients with clear cell mRCC treated with nivolumab plus ipilimumab from Vanderbilt-Ingram Cancer Center and Duke Cancer Institute. Patients with prior receipt of immunotherapy and those without available baseline complete blood count with differential were excluded. Patients were divided into groups by the median baseline NER and analyzed for overall survival (OS), progression free survival (PFS), and objective response rate (ORR). Patients were also divided by median baseline neutrophil-to-lymphocyte ratio (NLR) and analyzed for clinical outcome. Further analyses of patients above/below the median NER and NLR were performed in subgroups of IMDC intermediate/poor risk, IMDC favorable risk, and treatment naïve patients. RESULTS A total of 110 patients were included: median age was 61 years and 75% were treatment naïve. The median NER (mNER) at baseline was 26.4. The ORR was 40% for patients with <mNER compared to 21.8% among patients with >mNER (OR 2.39, p = 0.04). The median PFS for patients with <mNER was significantly longer at 8.6 months (mo) compared to 3.2 mo for patients with >mNER (HR 0.50, p < 0.01). Median OS was not reached (NR) for patients with <mNER compared with 27.3 mo for patients with >mNER (HR 0.31, p < 0.01). The median NLR (mNLR) was 3.42. While patients with <mNLR showed improvement in OS (HR 0.42, p = 0.02), PFS and ORR did not differ compared with patients in the >mNLR group. CONCLUSIONS A lower baseline NER was associated with improved clinical outcomes (PFS, OS, and ORR) in patients with mRCC treated with nivolumab plus ipilimumab, and prospective validation of the baseline NER as a predictive biomarker for response to immunotherapy-based combinations in mRCC is warranted.
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Affiliation(s)
- Matthew D. Tucker
- grid.412807.80000 0004 1936 9916Vanderbilt University Medical Center, Department of Medicine, Division of Hematology and Oncology, 777 PRB, 2220 Pierce Avenue, Nashville, TN TN 37232 USA ,grid.412807.80000 0004 1936 9916Vanderbilt-Ingram Cancer Center, VUMC, 777 PRB, 2220 Pierce Avenue, Nashville, TN NC 27710 USA
| | - Landon C. Brown
- grid.26009.3d0000 0004 1936 7961Duke Cancer Institute Center for Prostate and Urologic Cancers, Departments of Medicine, Surgery, and Pharmacology and Cancer Biology, Duke University, DUMC Box 103861, Durham, NC USA ,grid.26009.3d0000 0004 1936 7961Division of Medical Oncology, Department of Medicine, Duke University, DUMC 103861, Durham, NC NC 27710 USA ,grid.468189.aLevine Cancer Institute, Atrium Health, Charlotte, NC USA
| | - Yu-Wei Chen
- grid.412807.80000 0004 1936 9916Vanderbilt University Medical Center, Department of Medicine, Division of Hematology and Oncology, 777 PRB, 2220 Pierce Avenue, Nashville, TN TN 37232 USA ,grid.412807.80000 0004 1936 9916Vanderbilt-Ingram Cancer Center, VUMC, 777 PRB, 2220 Pierce Avenue, Nashville, TN NC 27710 USA
| | - Chester Kao
- grid.26009.3d0000 0004 1936 7961Duke Cancer Institute Center for Prostate and Urologic Cancers, Departments of Medicine, Surgery, and Pharmacology and Cancer Biology, Duke University, DUMC Box 103861, Durham, NC USA
| | - Nathan Hirshman
- grid.26009.3d0000 0004 1936 7961Duke Cancer Institute Center for Prostate and Urologic Cancers, Departments of Medicine, Surgery, and Pharmacology and Cancer Biology, Duke University, DUMC Box 103861, Durham, NC USA
| | - Emily N. Kinsey
- grid.26009.3d0000 0004 1936 7961Duke Cancer Institute Center for Prostate and Urologic Cancers, Departments of Medicine, Surgery, and Pharmacology and Cancer Biology, Duke University, DUMC Box 103861, Durham, NC USA ,grid.26009.3d0000 0004 1936 7961Division of Medical Oncology, Department of Medicine, Duke University, DUMC 103861, Durham, NC NC 27710 USA
| | - Kristin K. Ancell
- grid.412807.80000 0004 1936 9916Vanderbilt University Medical Center, Department of Medicine, Division of Hematology and Oncology, 777 PRB, 2220 Pierce Avenue, Nashville, TN TN 37232 USA ,grid.412807.80000 0004 1936 9916Vanderbilt-Ingram Cancer Center, VUMC, 777 PRB, 2220 Pierce Avenue, Nashville, TN NC 27710 USA
| | - Kathryn E. Beckermann
- grid.412807.80000 0004 1936 9916Vanderbilt University Medical Center, Department of Medicine, Division of Hematology and Oncology, 777 PRB, 2220 Pierce Avenue, Nashville, TN TN 37232 USA ,grid.412807.80000 0004 1936 9916Vanderbilt-Ingram Cancer Center, VUMC, 777 PRB, 2220 Pierce Avenue, Nashville, TN NC 27710 USA
| | - Nancy B. Davis
- grid.412807.80000 0004 1936 9916Vanderbilt University Medical Center, Department of Medicine, Division of Hematology and Oncology, 777 PRB, 2220 Pierce Avenue, Nashville, TN TN 37232 USA ,grid.412807.80000 0004 1936 9916Vanderbilt-Ingram Cancer Center, VUMC, 777 PRB, 2220 Pierce Avenue, Nashville, TN NC 27710 USA
| | - Renee McAlister
- grid.412807.80000 0004 1936 9916Vanderbilt University Medical Center, Department of Medicine, Division of Hematology and Oncology, 777 PRB, 2220 Pierce Avenue, Nashville, TN TN 37232 USA ,grid.412807.80000 0004 1936 9916Vanderbilt-Ingram Cancer Center, VUMC, 777 PRB, 2220 Pierce Avenue, Nashville, TN NC 27710 USA
| | - Kerry Schaffer
- grid.412807.80000 0004 1936 9916Vanderbilt University Medical Center, Department of Medicine, Division of Hematology and Oncology, 777 PRB, 2220 Pierce Avenue, Nashville, TN TN 37232 USA ,grid.412807.80000 0004 1936 9916Vanderbilt-Ingram Cancer Center, VUMC, 777 PRB, 2220 Pierce Avenue, Nashville, TN NC 27710 USA
| | - Andrew J. Armstrong
- grid.26009.3d0000 0004 1936 7961Duke Cancer Institute Center for Prostate and Urologic Cancers, Departments of Medicine, Surgery, and Pharmacology and Cancer Biology, Duke University, DUMC Box 103861, Durham, NC USA ,grid.26009.3d0000 0004 1936 7961Division of Medical Oncology, Department of Medicine, Duke University, DUMC 103861, Durham, NC NC 27710 USA
| | - Michael R. Harrison
- grid.26009.3d0000 0004 1936 7961Duke Cancer Institute Center for Prostate and Urologic Cancers, Departments of Medicine, Surgery, and Pharmacology and Cancer Biology, Duke University, DUMC Box 103861, Durham, NC USA ,grid.26009.3d0000 0004 1936 7961Division of Medical Oncology, Department of Medicine, Duke University, DUMC 103861, Durham, NC NC 27710 USA
| | - Daniel J. George
- grid.26009.3d0000 0004 1936 7961Duke Cancer Institute Center for Prostate and Urologic Cancers, Departments of Medicine, Surgery, and Pharmacology and Cancer Biology, Duke University, DUMC Box 103861, Durham, NC USA ,grid.26009.3d0000 0004 1936 7961Division of Medical Oncology, Department of Medicine, Duke University, DUMC 103861, Durham, NC NC 27710 USA
| | - W. Kimryn Rathmell
- grid.412807.80000 0004 1936 9916Vanderbilt University Medical Center, Department of Medicine, Division of Hematology and Oncology, 777 PRB, 2220 Pierce Avenue, Nashville, TN TN 37232 USA ,grid.412807.80000 0004 1936 9916Vanderbilt-Ingram Cancer Center, VUMC, 777 PRB, 2220 Pierce Avenue, Nashville, TN NC 27710 USA
| | - Brian I. Rini
- grid.412807.80000 0004 1936 9916Vanderbilt University Medical Center, Department of Medicine, Division of Hematology and Oncology, 777 PRB, 2220 Pierce Avenue, Nashville, TN TN 37232 USA ,grid.412807.80000 0004 1936 9916Vanderbilt-Ingram Cancer Center, VUMC, 777 PRB, 2220 Pierce Avenue, Nashville, TN NC 27710 USA
| | - Tian Zhang
- Duke Cancer Institute Center for Prostate and Urologic Cancers, Departments of Medicine, Surgery, and Pharmacology and Cancer Biology, Duke University, DUMC Box 103861, Durham, NC, USA. .,Division of Medical Oncology, Department of Medicine, Duke University, DUMC 103861, Durham, NC, NC 27710, USA. .,Division of Hematology and Oncology, Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX, USA.
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Wu P, Xiang T, Wang J, Lv R, Ma S, Yuan L, Wu G, Che X. Identification of immunization-related new prognostic biomarkers for papillary renal cell carcinoma by integrated bioinformatics analysis. BMC Med Genomics 2021; 14:241. [PMID: 34620162 PMCID: PMC8499437 DOI: 10.1186/s12920-021-01092-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Accepted: 09/21/2021] [Indexed: 12/24/2022] Open
Abstract
Background Despite papillary renal cell carcinoma (pRCC) being the second most common type of kidney cancer, the underlying molecular mechanism remains unclear. Targeted therapies in the past have not been successful because of the lack of a clear understanding of the molecular mechanism. Hence, exploring the underlying mechanisms and seeking novel biomarkers for pursuing a precise prognostic biomarker and appropriate therapies are critical. Material and methods In our research, the differentially expressed genes (DEGs) were screened from the TCGA and GEO databases, and a total of 149 upregulated and 285 downregulated genes were sorted. This was followed by construction of functional enrichment and protein–protein interaction (PPI) network, and then the top 15 DEGs were selected for further analysis. The P4HB gene was chosen as our target gene by repetitively validating multiple datasets, and higher levels of P4HB expression predicted lower overall survival (OS) in patients with pRCC. Results We found that P4HB not only connects with immune cell infiltration and co-expression with PD-1, PD-L2, and CTLA-4, but also has a strong connection with the newly discovered hot gene, TOX. Conclusion We speculate that P4HB is a novel gene involved in the progression of pRCC through immunomodulation. Supplementary Information The online version contains supplementary material available at 10.1186/s12920-021-01092-w.
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Affiliation(s)
- Ping Wu
- Department of Anesthesiology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116000, China
| | - Tingting Xiang
- Department of Rehabilitation, Liguang Rehabilitation Hospital of Dalian Development Zone, Dalian, 116600, China
| | - Jing Wang
- Department of Neurobiology, Harbin Medical University, Harbin, 150086, China
| | - Run Lv
- Department of Anesthesiology, Dalian Medical University, Dalian, 116044, China
| | - Shaoxin Ma
- Department of Anesthesiology, Dalian Medical University, Dalian, 116044, China
| | - Limei Yuan
- Department of Anesthesiology, Dalian Medical University, Dalian, 116044, China
| | - Guangzhen Wu
- Department of Urology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116000, China.
| | - Xiangyu Che
- Department of Urology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116000, China.
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Gulati S, Vogelzang NJ. Biomarkers in renal cell carcinoma: Are we there yet? Asian J Urol 2021; 8:362-375. [PMID: 34765444 PMCID: PMC8566366 DOI: 10.1016/j.ajur.2021.05.013] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 02/02/2021] [Accepted: 03/03/2021] [Indexed: 12/30/2022] Open
Abstract
Management of kidney cancer has undergone a paradigm shift with the approval of new therapies over the last two decades. Although these drugs have improved clinical outcomes in patients with kidney cancer, there are still a large number of patients who do not show objective responses. A multitude of investigators, including those for The Cancer Genome Atlas have biologically characterized and sub-classified kidney cancer. However, we have not been able to identify molecular targets to effectively treat patients with kidney cancer. As we familiarize ourselves with newer drugs for patients with kidney cancer, it is important to understand that these drugs may not work in every patient and instead may expose patients to unnecessary toxic effects along with burdening society with the financial impact. As we head toward the era of "precision medicine", validated biomarkers are being utilized to guide treatment choices and help identify pathways of resistance in other tumor types. The current review aims at evaluating the progress made so far in this realm for patients with kidney cancer.
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Affiliation(s)
- Shuchi Gulati
- Division of Hematology and Oncology, University of Cincinnati, Cincinnati, Oh, USA
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Li LL, Yang YQ, Qiu M, Wang L, Yuan HL, Zou RC. The clinical significance of neutrophil-lymphocyte ratio in patients treated with hemodialysis complicated with lung infection. Medicine (Baltimore) 2021; 100:e26591. [PMID: 34398014 PMCID: PMC8294898 DOI: 10.1097/md.0000000000026591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 05/23/2021] [Accepted: 06/18/2021] [Indexed: 01/04/2023] Open
Abstract
ABSTRACT The goal of this work was to investigate the potential significance of neutrophil-lymphocyte ratio (NLR) in patients treated with maintenance hemodialysis (MHD).Herein, we retrospectively reviewed the electronic medical records of 100 patients with end-stage renal failure who were treated with MHD. All patients enrolled in this study met the inclusion criteria and were followed. The differences in each indicator between the two groups were compared using the Wilcoxon rank-sum test. On the other hand, Spearman correlation and logistic regression analysis were used to explore the correlation and risk factors for pulmonary infection between NLR and other indicators. Finally, we determined the optimal cut-off values for NLR, hypersensitive c-reactive protein (hs-CRP), and procalcitonin (PCT) diagnosis of pulmonary infection using the receiver operating characteristic curve.We found that NLR was positively correlated with age, PCT, hs-CRP, and hospital stay, but negatively correlated with hemoglobin, red blood cell, and Albumin. The expression levels of PCT, hs-CRP, and NLR in the infected group decreased significantly than those before treatment. Multiple regression analysis revealed that NLR is an important independent risk factor for MHD patients with pulmonary infection. Additionally, receiver operating characteristic curve analysis showed that the sensitivity, specificity, and area under the curve were 87.76%, 100%, and 0.920 when using NLR combined with hs-CRP to predict pulmonary infection in MHD patients, whereas that of NLR combined with PCT were 87.76%, 96.08%, and 0.944, respectively.Findings from this study suggested that NLR is an independent risk factor for MHD patients with pulmonary infection, which can effectively predict pulmonary infection. Moreover, sensitivity and specificity were greatly enhanced when using NLR combined with PCT/hs-CRP to predict pulmonary infection in MHD patients.
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Affiliation(s)
- Ling-Lin Li
- Department of Nephrology, The Third People's Hospital of Yunnan Province, Kunming, Yunnan, P.R. China
- Department of Nephrology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, P.R China
| | - Yu-Qiong Yang
- Department of Nephrology, The Third People's Hospital of Yunnan Province, Kunming, Yunnan, P.R. China
| | - Min Qiu
- Department of Nephrology, The Third People's Hospital of Yunnan Province, Kunming, Yunnan, P.R. China
| | - Li Wang
- Department of Nephrology, The Third People's Hospital of Yunnan Province, Kunming, Yunnan, P.R. China
| | - Hong-Ling Yuan
- Department of Nephrology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, P.R China
| | - Ren-Chao Zou
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, P.R China
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Chen L, Qi L, Zhang J, Ma Q, Chai X. Neutrophil-lymphocyte ratio as a prognostic factor for minute clear cell renal cell carcinoma diagnosed using multi-slice spiral CT. Medicine (Baltimore) 2021; 100:e26292. [PMID: 34115033 PMCID: PMC8202639 DOI: 10.1097/md.0000000000026292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Accepted: 05/19/2021] [Indexed: 11/22/2022] Open
Abstract
Minute clear cell renal cell carcinoma (MccRCC) has a diameter of <1.5 cm and can be diagnosed using multi-slice spiral CT (MSCT). Recently, the role of the neutrophil-lymphocyte ratio (NLR) in the development of MccRCC has attracted attention. This study aimed to further explore the relationship between the NLR and MccRCC.This was a prospective study of 100 patients who were diagnosed with MccRCC using MSCT at Urumqi Friendship Hospital, China. The study investigated a series of pretreatment factors, including NLR and patients' general clinical data. Statistical methods employed included Pearson's chi-square test, Spearman-rho correlation test, Cox regression analysis, and receiver operator characteristic curve analysis.Based on Pearson's χ2, Spearman-rho test, and univariate/multivariate Cox regression analysis, the overall survival of patients with MccRCC was shown to be significantly related to NLR (P < .001). NLR (hazard ratio = 50.676, 95%CI, 17.543-146.390, P < .001) is a significant independent risk-factor for MccRCC. A receiver operator characteristic curve was plotted to examine specificity and sensitivity between NLR and MccRCC (area under curve = 0.958, P < .001).The level of the NLR plays a crucial role in the survival of patients with MccRCC, as diagnosed with MSCT. The higher the NLR, the worse the prognosis for patients with MccRCC.
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Mjaess G, Chebel R, Karam A, Moussa I, Pretot D, Abi Tayeh G, Sarkis J, Semaan A, Peltier A, Aoun F, Albisinni S, Roumeguère T. Prognostic role of neutrophil-to-lymphocyte ratio (NLR) in urological tumors: an umbrella review of evidence from systematic reviews and meta-analyses. Acta Oncol 2021; 60:704-713. [PMID: 33586577 DOI: 10.1080/0284186x.2021.1886323] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 02/02/2021] [Indexed: 12/26/2022]
Abstract
BACKGROUND Neutrophil-to-lymphocyte ratio (NLR) has been studied as a biomarker for cancer prognosis, predicting survival in many tumors. The aim of this umbrella review was to combine the results from all systematic reviews and meta-analyses related to the prognostic role of the NLR in patients with urological tumors. METHODS A PubMed, Scopus, Embase and Cochrane search was undergone from inception through September 2020 for systematic reviews and meta-analyses investigating the prognostic value of NLR in urological tumors, subdivided into prostate cancer, renal cell carcinoma, urothelial bladder and upper tract carcinomas PROSPERO (CRD42020216310). RESULTS The results have shown, with a high level of evidence, that an elevated NLR predicts worse overall survival (OS), progression-free survival (PFS) and relapse-free survival (RFS) in prostate cancer, worse OS, PFS and RFS in renal cell carcinoma, worse OS, PFS, RFS and cancer-specific survival (CSS) in muscle invasive bladder cancer, worse PFS and RFS in non-muscle invasive bladder cancer, and worse OS, PFS, RFS and CSS in urothelial upper tract carcinoma. CONCLUSION NLR has a significant prognostic value in urological tumors and should be included in prognostic scores of these cancers.
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Affiliation(s)
- Georges Mjaess
- Department of Urology, University Clinics of Brussels, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
- Hotel-Dieu de France, University of Saint Joseph, Beirut, Lebanon
| | - Roy Chebel
- Hotel-Dieu de France, University of Saint Joseph, Beirut, Lebanon
| | - Aya Karam
- Hotel-Dieu de France, University of Saint Joseph, Beirut, Lebanon
| | - Ilan Moussa
- Department of Urology, University Clinics of Brussels, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
| | - Dominique Pretot
- Department of Urology, University Clinics of Brussels, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
| | | | - Julien Sarkis
- Hotel-Dieu de France, University of Saint Joseph, Beirut, Lebanon
| | - Albert Semaan
- Hotel-Dieu de France, University of Saint Joseph, Beirut, Lebanon
| | | | - Fouad Aoun
- Hotel-Dieu de France, University of Saint Joseph, Beirut, Lebanon
- Department of Urology, Institut Jules Bordet, Brussels, Belgium
| | - Simone Albisinni
- Department of Urology, University Clinics of Brussels, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
| | - Thierry Roumeguère
- Department of Urology, University Clinics of Brussels, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
- Department of Urology, Institut Jules Bordet, Brussels, Belgium
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Inflammatory prognostic index score as a new parameter predicting overall survival in renal cell carcinoma. JOURNAL OF SURGERY AND MEDICINE 2021. [DOI: 10.28982/josam.850739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Prognostic and predictive factors to nivolumab in patients with metastatic renal cell carcinoma: a single center study. Anticancer Drugs 2020; 32:74-81. [PMID: 33290315 DOI: 10.1097/cad.0000000000001017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Renal cell carcinoma (RCC) scenario has radically changed with the advent of immunotherapy; in this setting, the identification of predictive and prognostic factors represents an urgent clinical need to evaluate which patients are the best candidate for an immunotherapy approach. The aim of our study was to analyze the association between nivolumab in pretreated patients with metastatic RCC and clinicopathological features, metastatic sites, and clinical outcomes. A total of 37 patients treated between January 2017 and April 2020 in our institution were retrospectively evaluated. All patients received nivolumab as second- or later-line of therapy after progression on previous tyrosine kinase inhibitors. The primary outcomes were overall survival (OS) from immunotherapy start and OS from first-line start. Univariate analysis was performed through the log-rank test and a Cox regression proportional hazards model was employed in multivariable analysis. Of the 12 variables analyzed, 4 were significantly associated with prognoses at multivariate analysis. Cox proportional hazard ratio models confirmed that International Metastatic Renal-Cell Carcinoma Database Consortium (IMDC) risk group, liver metastases at diagnosis, and central nervous system (CNS) metastases at diagnosis were associated with worse OS with an estimated hazard ratio of 4.76 [95% confidence interval (CI), 2.05-19.8] for liver metastases and 2.27 (95% CI, 1.13-28.9) for CNS metastases. Pancreatic metastases at diagnosis were correlated to a better prognosis with an estimated hazard ratio of 0.15 (95% CI, 0.02-0.38). IMDC risk group, liver metastases at diagnosis, and CNS metastases at diagnosis may identify a population of patients treated with immunotherapy in second- or later-line associated with worse prognosis.
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Prognostic value of neutrophil-to-lymphocyte ratio in advanced cancer patients receiving immunotherapy. Clin Transl Oncol 2020; 23:1185-1192. [DOI: 10.1007/s12094-020-02509-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 09/28/2020] [Indexed: 02/06/2023]
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Shao Y, Wu B, Jia W, Zhang Z, Chen Q, Wang D. Prognostic value of pretreatment neutrophil-to-lymphocyte ratio in renal cell carcinoma: a systematic review and meta-analysis. BMC Urol 2020; 20:90. [PMID: 32631294 PMCID: PMC7339475 DOI: 10.1186/s12894-020-00665-8] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 06/30/2020] [Indexed: 12/11/2022] Open
Abstract
Background Numerous studies show that the pretreatment neutrophil-to-lymphocyte ratio (NLR) is associated with the prognosis of patients with RCC. However, their findings are inconsistent, urging us to explore the prognostic value of NLR in RCC patients. Methods This study was pre-registered in PROSPERO (CRD42020167131). Two reviewers independently performed a systematical search of PubMed, Web of Science, EMBASE, and Cochrane Library databases for prospective or retrospective cohort studies investigating the prognostic value of pretreatment NLR. Hazard ratios with 95% confidence intervals for overall survival (OS), disease-free survival (DFS), progression-free survival (PFS), cancer-specific survival (CSS), and other useful clinicopathological features were extracted and analyzed with fixed or random-effect models by using Review Manager 5.3 and Stata 12.0 software. Heterogeneity was estimated on the basis of Cochran’s Q test and I2 value. Sensitivity analyses and subgroup analyses were also performed to explore the potential sources of heterogeneity. Publication bias was assessed with funnel plots and precisely assessed by Egger’s tests. The quality of the evidence was evaluated in accordance with the Grading of Recommendations Assessment, Development, and Evaluation (GRADE). Results Overall, 6461 RCC patients from 24 retrospective studies and 1 prospective study were included. In overall population, elevated pretreatment NLR was associated with poorer OS (pooled HR = 1.90, 95% CI = 1.56–2.30, p < 0.001; I2 = 87%), DFS/PFS (pooled HR = 2.09, 95% CI: 1.49–2.94, p < 0.001; I2 = 99%), and CSS (pooled HR = 2.31, 95% CI: 1.61–3.33, p < 0.001; I2 = 14%). Furthermore, this negative association was further confirmed in patients with nonmetastatic and metastatic RCC patients, respectively. We also investigated the predictive role of NLR in metastatic RCC patients treated with immune checkpoint inhibitors (ICIs). The results indicated that the level of NLR was significantly associated with OS (pooled HR = 3.92, 95% CI: 2.00–7.69, p < 0.001; I2 = 0%) and PFS (pooled HR = 2.20, 95% CI: 95% CI: 1.61–3.01, p < 0.001; I2 = 20%). Conclusions This study demonstrated that elevated pretreatment NLR was significantly associated with poor prognosis of RCC patients. NLR could be helpful as a potential prognostic biomarker to guide clinical decision-making and select individualized treatment strategies for RCC patients.
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Affiliation(s)
- Yuan Shao
- Shanxi Medical University, Taiyuan, 030001, Shanxi, People's Republic of China
| | - Bo Wu
- Department of Urology, First Hospital of Shanxi Medical University, Taiyuan, 030001, Shanxi, People's Republic of China
| | - Wei Jia
- Shanxi Medical University, Taiyuan, 030001, Shanxi, People's Republic of China
| | - Zikuan Zhang
- Shanxi Medical University, Taiyuan, 030001, Shanxi, People's Republic of China
| | - Qian Chen
- Shanxi Medical University, Taiyuan, 030001, Shanxi, People's Republic of China
| | - Dongwen Wang
- Shanxi Medical University, Taiyuan, 030001, Shanxi, People's Republic of China. .,National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, 518116, People's Republic of China.
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Fulop ZZ, Gurzu S, Jung I, Simu P, Banias L, Fulop E, Dragus E, Bara TJ. Cystic low-grade collecting duct renal carcinoma with liver compression — A challenging diagnosis and therapy: A case report. World J Gastrointest Surg 2020; 12:298-306. [PMID: 32774768 PMCID: PMC7385511 DOI: 10.4240/wjgs.v12.i6.298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 04/06/2020] [Accepted: 05/12/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND A collecting duct carcinoma is a very rare, malignant renal epithelial tumor. Distant metastases are present in one third of cases at the time of diagnosis. It is known to have a poor prognosis.
CASE SUMMARY A 42-year-old male was sent to our surgery clinic for removal of a 119.2 mm × 108.3 mm encapsulated cystic mass, which was localized in the 8th segment of the right liver lobe. The lesion was first identified on ultrasonography. A computed tomography scan confirmed the presence of a Bosniak type III cystic lesion, which affected the liver and convexity of the right kidney. Surgical intervention involved a right nephrectomy, with removal of the cystic mass. The patient was mobilized on the first postoperative day and was discharged after 7 d. The histological and immunohistochemical examination revealed a low-grade collecting duct renal carcinoma, which is a rare variant of papillary carcinoma, with low malignant potential. The patient did not receive chemotherapy and after 21 mo of follow-up, a radiological examination and laboratory analyses showed normal aspects. No relapse or other complications were reported.
CONCLUSION To manage renal tumors properly, a correct histopathological diagnosis is crucial, as is early diagnosis and correct surgical treatment.
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Affiliation(s)
- Zsolt Zoltan Fulop
- Department of Surgery, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu Mures 540139, Romania
| | - Simona Gurzu
- Department of Pathology, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu Mures 540139, Romania
- Department of Pathology, Clinical County Emergency Hospital, Targu Mures 540067, Romania
| | - Ioan Jung
- Department of Pathology, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu Mures 540139, Romania
| | - Patricia Simu
- Department of Radiology, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu Mures 540139, Romania
| | - Laura Banias
- Department of Pathology, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu Mures 540139, Romania
| | - Emoke Fulop
- Department of Pathology, Clinical County Emergency Hospital, Targu Mures 540067, Romania
| | - Emoke Dragus
- Department of Urology, Clinical County Hospital, Targu Mures 540167, Romania
| | - Tivadar Jr Bara
- Department of Surgery, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu Mures 540139, Romania
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Patel A, Ravaud A, Motzer RJ, Pantuck AJ, Staehler M, Escudier B, Martini JF, Lechuga M, Lin X, George DJ. Neutrophil-to-Lymphocyte Ratio as a Prognostic Factor of Disease-free Survival in Postnephrectomy High-risk Locoregional Renal Cell Carcinoma: Analysis of the S-TRAC Trial. Clin Cancer Res 2020; 26:4863-4868. [PMID: 32546645 DOI: 10.1158/1078-0432.ccr-20-0704] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 04/28/2020] [Accepted: 06/09/2020] [Indexed: 12/16/2022]
Abstract
PURPOSE In the S-TRAC trial, adjuvant sunitinib improved disease-free survival (DFS) compared with placebo in patients with locoregional renal cell carcinoma (RCC) at high risk of recurrence. This post hoc exploratory analysis investigated the neutrophil-to-lymphocyte ratio (NLR) for predictive and prognostic significance in the RCC adjuvant setting. EXPERIMENTAL DESIGN Kaplan-Meier estimates and Cox proportional analyses were performed on baseline NLR and change from baseline at week 4 to assess their association with DFS. Univariate P values were two-sided and based on an unstratified log-rank test. RESULTS 609 of 615 patients had baseline NLR values; 574 patients had baseline and week 4 values. Sunitinib-treated patients with baseline NLR <3 had longer DFS versus placebo (7.1 vs. 4.7; HR, 0.71; P = 0.02). For baseline NLR ≥3, DFS was similar regardless of treatment (sunitinib 6.8 vs. placebo not reached; HR, 1.03; P = 0.91). A ≥25% NLR decrease at week 4 was associated with longer DFS versus no change (6.8 vs. 5.3 years; HR, 0.71; P = 0.01). A greater proportion of sunitinib-treated patients had ≥25% NLR decrease at week 4 (71.2%) versus placebo (17.4%). Patients with ≥25% NLR decrease at week 4 received a higher median cumulative sunitinib dose (10,137.5 mg) versus no change (8,168.8 mg) or ≥25% increase (6,712.5 mg). CONCLUSIONS In the postnephrectomy high-risk RCC patient cohort, low baseline NLR may help identify those most suitable for adjuvant sunitinib. A ≥25% NLR decrease at week 4 may be an early indicator of those most likely to tolerate treatment and derive DFS benefit.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Xun Lin
- Pfizer Inc, La Jolla, California
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Ishihara H, Tachibana H, Takagi T, Kondo T, Fukuda H, Yoshida K, Iizuka J, Kobayashi H, Okumi M, Ishida H, Tanabe K. Predictive Impact of Peripheral Blood Markers and C-Reactive Protein in Nivolumab Therapy for Metastatic Renal Cell Carcinoma. Target Oncol 2020; 14:453-463. [PMID: 31359231 DOI: 10.1007/s11523-019-00660-6] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND Predictive factors that can be routinely used in clinical practice are critically needed for immune checkpoint inhibitor therapy in metastatic renal cell carcinoma (mRCC). OBJECTIVE To comprehensively analyze the predictive impact of peripheral blood markers and C-reactive protein (CRP) in nivolumab therapy for mRCC. METHODS Fifty-eight patients were retrospectively evaluated. We evaluated neutrophil-to-lymphocyte ratio (NLR), monocyte-to-lymphocyte ratio (MLR), platelet-to-lymphocyte ratio (PLR), absolute eosinophil count (AEC), and absolute monocyte count (AMC) as peripheral blood markers as well as serum CRP levels. The primary endpoints were progression-free survival (PFS) and overall survival (OS) after nivolumab initiation. RESULTS Median PFS was significantly shorter in patients with high NLR (≥ 3) versus low NLR (p = 0.0356), high MLR (≥ 0.3) versus low MLR (p = 0.0013), or high PLR (≥ 160) versus low PLR (p = 0.0073), and median OS was significantly shorter in patients with high NLR versus low NLR (p = 0.0025), high MLR versus low MLR (p = 0.0025), high PLR versus low PLR (p = 0.0256), or high CRP (≥ 1.0 mg/dl) versus low CRP (p = 0.0006). Multivariate analyses showed that MLR (HR 2.65, p = 0.0068) was an independent factor for PFS and that NLR (HR 3.34, p = 0.0218), MLR (HR 3.42, p = 0.0381), and CRP (HR 4.98, p = 0.0108) were independent factors for OS. CONCLUSIONS The systemic inflammatory factors NLR, MLR, and CRP were predictive factors in nivolumab therapy for mRCC. These easily monitored factors can contribute to effective treatment and follow-up.
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Affiliation(s)
- Hiroki Ishihara
- Department of Urology, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
| | - Hidekazu Tachibana
- Department of Urology, Tokyo Women's Medical University Medical Center East, 2-1-10 Nishiogu, Arakawa-ku, Tokyo, 116-8567, Japan
| | - Toshio Takagi
- Department of Urology, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
| | - Tsunenori Kondo
- Department of Urology, Tokyo Women's Medical University Medical Center East, 2-1-10 Nishiogu, Arakawa-ku, Tokyo, 116-8567, Japan.
| | - Hironori Fukuda
- Department of Urology, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
| | - Kazuhiko Yoshida
- Department of Urology, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
| | - Junpei Iizuka
- Department of Urology, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
| | - Hirohito Kobayashi
- Department of Urology, Tokyo Women's Medical University Medical Center East, 2-1-10 Nishiogu, Arakawa-ku, Tokyo, 116-8567, Japan
| | - Masayoshi Okumi
- Department of Urology, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
| | - Hideki Ishida
- Department of Urology, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
| | - Kazunari Tanabe
- Department of Urology, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
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Preoperative Neutrophil-to-Lymphocyte Ratio Was a Predictor of Overall Survival in Small Renal Cell Carcinoma: An Analysis of 384 Consecutive Patients. BIOMED RESEARCH INTERNATIONAL 2020; 2020:8051210. [PMID: 32219142 PMCID: PMC7079219 DOI: 10.1155/2020/8051210] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/24/2019] [Revised: 12/07/2019] [Accepted: 01/29/2020] [Indexed: 12/12/2022]
Abstract
Objective The aim of this study was to investigate the prognostic significance of the preoperative neutrophil-to-lymphocyte ratio (NLR) in small renal cell carcinoma (sRCC, ≤4 cm). Methods This study was approved by the review board (NO.XYFY2019-KL032-01). Between 2007 and 2016, a total of 384 consecutive patients who underwent curative surgery for sRCC at our institution were evaluated. Patients were divided into high NLR and low NLR groups by plotting the NLR receiver operating characteristic curve. The Kaplan–Meier method was utilized to graphically display survivor functions. Univariate and multivariate Cox proportional hazards regression analysis addressed time to overall survival (OS) and cancer-specific survival (CSS). Results Of the 384 patients, 264 (68.8%) were males and 120 (31.2%) were females. Median follow-up time after surgical resection was 54 months. One hundred and eighty-seven (48.7%) patients had a high NLR (≥1.97), and the remaining 197 (51.3%) had a low NLR (<1.97). Patients with high NLR were more likely to be aged compared with patients with low NLR (P=0.028). High NLR was associated with decreased OS and CSS compared with low NLR (P=0.028). High NLR was associated with decreased OS and CSS compared with low NLR (P=0.028). High NLR was associated with decreased OS and CSS compared with low NLR (P=0.028). High NLR was associated with decreased OS and CSS compared with low NLR ( Conclusions Elevated preoperative NLR is an independent adverse prognostic factor for OS after surgery with curative intent for sRCC.
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Hizal M, Sendur MA, Yasar HA, Bir Yucel K, Arslan C, Ucar G, Karakaya S, Taban H, Kucukarda A, Erturk I, Bilgin B, Yıldırım N, Demirci U, Kılıckap S, Cicin I, Karadurmus N, Yalcin B, Ürün Y. Neutrophil-lymphocyte ratio as a prognostic factor for survival in patients with advanced renal cell carcinoma (Turkish Oncology Group Study). J Oncol Pharm Pract 2020; 26:1583-1589. [PMID: 32054412 DOI: 10.1177/1078155219900908] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND To describe the prognostic value of neutrophil-lymphocyte ratio and its effect on survival in in patients with advanced renal cell carcinoma. METHODS We retrospectively analyzed 331 patients. The cut-off value of neutrophil-lymphocyte ratio was specified as "3" which is mostly close-and also clinically easily applicable-to the median neutrophil-lymphocyte ratio level of our study group. High group is identified as neutrophil-lymphocyte ratio >3 (n = 160) and low group is identified as neutrophil-lymphocyte ratio ≤3 (n = 163). RESULTS A total of 331 (with 211 male and 120 female) patients were enrolled to study. The median age of the patients was 58. The International Metastatic RCC Database Consortium risk score is calculated for the 72.8% (n = 241) of the study group and among these patients, favorable, intermediate, and poor risk rates were 22, 45.2, and 32.8%. The total usage of tyrosine kinase inhibitors reached 78% of the patients. The median overall survival was 32 months versus 11 months in the neutrophil-lymphocyte ratio low and high groups, respectively (HR: 0.49 (95% CI 0.37-0.65), p < 0.001). CONCLUSION In conclusion, the pre-treatment value of elevated neutrophil-lymphocyte ratio might be a predictor of poor overall survival in advanced renal cell carcinoma patients.
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Affiliation(s)
- Mutlu Hizal
- Department of Medical Oncology, Faculty of Medicine, Yıldırım Beyazıt University, Ankara, Turkey
| | - Mehmet An Sendur
- Department of Medical Oncology, Faculty of Medicine, Yıldırım Beyazıt University, Ankara, Turkey
| | - Hatime Arzu Yasar
- Medical Oncology Department, Ankara University School of Medicine, Ankara, Turkey.,Ankara University Cancer Research Institute, Ankara, Turkey
| | - Kadriye Bir Yucel
- Internal Medicine Department, Ankara University Faculty of Medicine, Ankara, Turkey
| | - Cagatay Arslan
- Department of Internal Medicine and Medical Oncology, Bahcesehir University Faculty of Medicine, Istanbul, Turkey
| | - Gokhan Ucar
- Medical Oncology Department, University of Health Sciences, Ankara Numune Education and Research Hospital, Ankara, Turkey
| | - Serdar Karakaya
- Medical Oncology Department, University of Health Sciences, Dr Abdurrahman Yurtaslan Ankara Oncology Education and Research Hospital, Ankara, Turkey
| | - Hakan Taban
- Medical Oncology Department, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Ahmet Kucukarda
- Department of Medical Oncology, Faculty of Medicine, Trakya University, Edirne, Turkey
| | - Ismail Erturk
- Medical Oncology Department, University of Health Sciences, Gülhane Education and Research Hospital, Ankara, Turkey
| | - Burak Bilgin
- Department of Medical Oncology, Faculty of Medicine, Yıldırım Beyazıt University, Ankara, Turkey
| | - Nuriye Yıldırım
- Department of Medical Oncology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Umut Demirci
- Medical Oncology Department, University of Health Sciences, Dr Abdurrahman Yurtaslan Ankara Oncology Education and Research Hospital, Ankara, Turkey
| | - Saadettin Kılıckap
- Medical Oncology Department, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Irfan Cicin
- Department of Medical Oncology, Faculty of Medicine, Trakya University, Edirne, Turkey
| | - Nuri Karadurmus
- Medical Oncology Department, University of Health Sciences, Gülhane Education and Research Hospital, Ankara, Turkey
| | - Bulent Yalcin
- Department of Medical Oncology, Faculty of Medicine, Yıldırım Beyazıt University, Ankara, Turkey
| | - Yüksel Ürün
- Medical Oncology Department, Ankara University School of Medicine, Ankara, Turkey.,Ankara University Cancer Research Institute, Ankara, Turkey
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Massari F, Nunno VD, Mollica V, Montironi R, Cheng L, Cimadamore A, Blanca A, Lopez-Beltran A. Immunotherapy in renal cell carcinoma from poverty to the spoiled of choice. Immunotherapy 2019; 11:1507-1521. [PMID: 31663411 DOI: 10.2217/imt-2019-0115] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Management of metastatic renal cell carcinoma has been enriched by the advent of new therapeutic compounds. The approval of new combination strategies between targeted agents and immune-checkpoint inhibitors as well as the administration of combinations between immune-checkpoint inhibitors has clearly demonstrated significant improvement toward patients' prognosis and other clinical outcomes. Due to the availability of different treatments, the choice between them may be a difficult issue in our clinical practice. We have summarized current knowledge about available treatments focusing on criteria, which may help clinicians to make decisions.
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Affiliation(s)
| | | | - Veronica Mollica
- Division of Oncology, S. Orsola-Malpighi Hospital, Bologna, Italy
| | - Rodolfo Montironi
- Section of Pathological Anatomy, United Hospital, School of Medicine, Polytechnic University of the Marche Region, Ancona, Italy
| | - Liang Cheng
- Department of Pathology & Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Alessia Cimadamore
- Section of Pathological Anatomy, United Hospital, School of Medicine, Polytechnic University of the Marche Region, Ancona, Italy
| | - Ana Blanca
- Instituto Maimonides de Investigación Biomédica de Córdoba (IMIBIC), Córdoba, Spain
| | - Antonio Lopez-Beltran
- Department of Pathology & Surgery, Faculty of Medicine, Cordoba University, Cordoba, Spain
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Resistance to Systemic Agents in Renal Cell Carcinoma Predict and Overcome Genomic Strategies Adopted by Tumor. Cancers (Basel) 2019; 11:cancers11060830. [PMID: 31207938 PMCID: PMC6627706 DOI: 10.3390/cancers11060830] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Revised: 05/25/2019] [Accepted: 06/11/2019] [Indexed: 12/15/2022] Open
Abstract
The development of new systemic agents has led us into a "golden era" of management of metastatic renal cell carcinoma (RCC). Certainly, the approval of immune-checkpoint inhibitors and the combination of these with targeted compounds has irreversibly changed clinical scenarios. A deeper knowledge of the molecular mechanisms that correlate with tumor development and progression has made this revolution possible. In this amazing era, novel challenges are awaiting us in the clinical management of metastatic RCC. Of these, the development of reliable criteria which are able to predict tumor response to treatment or primary and acquired resistance to systemic treatments still remain an unmet clinical need. Thanks to the availability of data provided by studies evaluating genomic assessments of the disease, this goal may no longer be out of reach. In this review, we summarize current knowledge about genomic alterations related to primary and secondary resistance to target therapy and immune-checkpoint inhibitors in RCC.
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