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Gwenzi T, Zhu A, Schrotz-King P, Schöttker B, Hoffmeister M, Edelmann D, Brenner H. Prognostic Value of Post-Operative C-Reactive Protein-Based Inflammatory Biomarkers in Colorectal Cancer Patients: Systematic Review and Meta-Analysis. Clin Epidemiol 2023; 15:795-809. [PMID: 37396024 PMCID: PMC10314753 DOI: 10.2147/clep.s415171] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 06/09/2023] [Indexed: 07/04/2023] Open
Abstract
Post-operative inflammation in cancer patients can be modulated by drugs and diets, but evidence on its prognostic role, which would be crucial for personalized treatment and surveillance schemes, remains rather limited. We aimed to systematically review and meta-analyse studies on the prognostic value of post-operative C-reactive protein (CRP)-based inflammatory biomarkers among patients with colorectal cancer (CRC) (PROSPERO#: CRD42022293832). PubMed, Web of Science and Cochrane databases were searched until February 2023. Studies reporting associations between post-operative CRP, Glasgow Prognostic Score (GPS) or modified Glasgow Prognostic Score (mGPS) with overall survival (OS), CRC-specific survival (CSS) and recurrence-free survival (RFS) were included. Hazard ratios (HRs) with 95% confidence intervals (CIs) for the predictor-outcome associations were pooled using R-software, version 4.2. Sixteen studies (n = 6079) were included in the meta-analyses. Elevated post-operative CRP was a predictor of poor OS, CSS and RFS compared with low CRP levels [HR (95% CI): 1.72 (1.32-2.25); 1.63 (1.30-2.05); 2.23 (1.44-3.47), respectively]. A unit increase in post-operative GPS predicted poor OS [HR (95% Cl): 1.31 (1.14-1.51)]. Moreover, a unit increase in post-operative mGPS was associated with poor OS and CSS [HR (95% Cl): 1.93 (1.37-2.72); 3.16 (1.48-6.76), respectively]. Post-operative CRP-based inflammatory biomarkers have a significant prognostic role for patients with CRC. Prognostic value of these easy-to-obtain routine measurements thereby seems to outperform most of the much more complex blood- or tissue-based predictors in the current focus of multi-omics-based research. Future studies should validate our findings, establish optimal time for biomarker assessment and determine clinically useful cut-off values of these biomarkers for post-operative risk-stratification and treatment-response monitoring.
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Affiliation(s)
- Tafirenyika Gwenzi
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, 69120, Germany
- Medical Faculty Heidelberg, Heidelberg University, Heidelberg, 69120, Germany
| | - Anna Zhu
- Medical Faculty Heidelberg, Heidelberg University, Heidelberg, 69120, Germany
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, 69120, Germany
| | - Petra Schrotz-King
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, 69120, Germany
| | - Ben Schöttker
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, 69120, Germany
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, 69120, Germany
| | - Dominic Edelmann
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, 69120, Germany
| | - Hermann Brenner
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, 69120, Germany
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, 69120, Germany
- Network Aging Research, Heidelberg University, Heidelberg, 69115, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, 69120, Germany
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2
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Stares M, Chauhan V, Moudgil-Joshi J, Kong QG, Malik J, Sundaramurthy A, Elliott T, Mains E, Leung S, Laird A, Symeonides SN. Initial active surveillance for patients with metastatic renal cell carcinoma: 10 years' experience at a regional cancer Centre. Cancer Med 2023; 12:5255-5264. [PMID: 36207803 PMCID: PMC10028026 DOI: 10.1002/cam4.5330] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 09/10/2022] [Accepted: 09/25/2022] [Indexed: 11/10/2022] Open
Abstract
A subset of patients with metastatic renal cell carcinoma (mRCC) follow an indolent disease course and may benefit from initial active surveillance (AS). However, selecting patients suitable for this approach is challenging. To investigate this we sought to define outcomes of patients with mRCC suitable for initial AS. All patients with mRCC clinically selected for initial AS at the Edinburgh Cancer Centre between January 2010 and December 2020 were identified. Key inflammatory biomarkers (haemoglobin, white cell count, neutrophil count, platelets, C-reactive protein [CRP], albumin, corrected calcium) and the International Metastatic RCC Database Consortium (IMDC) risk score were measured. The relationship between these and time to systemic anticancer therapy (tSACT) and overall survival (OS) was analysed. Data were available for 160 patients. Estimated median overall survival was 88.0 (interquartile range [IQR] 34.0-127.0) months. Median tSACT was 31.8 (IQR 12.0-76.3) months. On multivariate analysis, only CRP was predictive of tSACT (HR 2.47 [95% CI:1.59-3.85] p < 0.001) and OS (HR 3.89 [95% CI:2.15-6.83] p < 0.001). Patients with CRP > 10 mg/L were more likely to commence SACT within 1 year than those with CRP≤10 mg/L (41% vs. 18%, Relative Risk 2.16 (95% CI:1.18-3.96) (p = 0.012)). IMDC risk score was not predictive of tSACT or OS. Active surveillance is an appropriate initial management option for selected patients with mRCC. CRP, a biomarker of systemic inflammation, may provide additional objective information to assist clinical decision-making in patients with mRCC being considered for initial AS. Although this is a retrospective observational study, the cohort is well defined and includes all patients managed with initial AS in an inclusive real-world setting.
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Affiliation(s)
- Mark Stares
- Edinburgh Cancer Centre, Western General Hospital, NHS Lothian, Edinburgh, UK
- Institute of Genetics and Cancer, Cancer Research UK Edinburgh Centre, University of Edinburgh, Edinburgh, UK
| | - Vishwani Chauhan
- Institute of Genetics and Cancer, Cancer Research UK Edinburgh Centre, University of Edinburgh, Edinburgh, UK
| | - Jigi Moudgil-Joshi
- Institute of Genetics and Cancer, Cancer Research UK Edinburgh Centre, University of Edinburgh, Edinburgh, UK
| | - Qiu G Kong
- Institute of Genetics and Cancer, Cancer Research UK Edinburgh Centre, University of Edinburgh, Edinburgh, UK
| | - Jahangeer Malik
- Edinburgh Cancer Centre, Western General Hospital, NHS Lothian, Edinburgh, UK
| | | | - Tony Elliott
- Edinburgh Cancer Centre, Western General Hospital, NHS Lothian, Edinburgh, UK
| | - Edward Mains
- Department of Urology, Western General Hospital, NHS Lothian, Edinburgh, UK
| | - Steve Leung
- Department of Urology, Western General Hospital, NHS Lothian, Edinburgh, UK
| | - Alexander Laird
- Department of Urology, Western General Hospital, NHS Lothian, Edinburgh, UK
| | - Stefan N Symeonides
- Edinburgh Cancer Centre, Western General Hospital, NHS Lothian, Edinburgh, UK
- Institute of Genetics and Cancer, Cancer Research UK Edinburgh Centre, University of Edinburgh, Edinburgh, UK
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3
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Contemporary Clinical Definitions, Differential Diagnosis, and Novel Predictive Tools for Renal Cell Carcinoma. Biomedicines 2022; 10:biomedicines10112926. [PMID: 36428491 PMCID: PMC9687297 DOI: 10.3390/biomedicines10112926] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 10/26/2022] [Accepted: 11/11/2022] [Indexed: 11/16/2022] Open
Abstract
Despite significant progress regarding clinical detection/imaging evaluation modalities and genetic/molecular characterization of pathogenesis, advanced renal cell carcinoma (RCC) remains an incurable disease and overall RCC mortality has been steadily rising for decades. Concomitantly, clinical definitions have been greatly nuanced and refined. RCCs are currently viewed as a heterogeneous series of cancers, with the same anatomical origin, but fundamentally different metabolisms and clinical behaviors. Thus, RCC pathological diagnosis/subtyping guidelines have become increasingly intricate and cumbersome, routinely requiring ancillary studies, mainly immunohistochemistry. Meanwhile, RCC-associated-antigen targeted systemic therapy has been greatly diversified and emerging, novel clinical applications for RCC immunotherapy have already reported significant survival benefits, at least in the adjuvant setting. Even so, systemically disseminated RCCs still associate very poor clinical outcomes, with currently available therapeutic modalities only being able to prolong survival. In lack of a definitive cure for advanced RCCs, integration of the amounting scientific knowledge regarding RCC pathogenesis into RCC clinical management has been paramount for improving patient outcomes. The current review aims to offer an integrative perspective regarding contemporary RCC clinical definitions, proper RCC clinical work-up at initial diagnosis (semiology and multimodal imaging), RCC pathological evaluation, differential diagnosis/subtyping protocols, and novel clinical tools for RCC screening, risk stratification and therapeutic response prediction.
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Zhang H, Yin F, Chen M, Qi A, Yang L, Cui W, Yang S, Wen G. [Predicting postoperative recurrence of stage Ⅰ-Ⅲ renal clear cell carcinoma based on preoperative CT radiomics feature nomogram]. NAN FANG YI KE DA XUE XUE BAO = JOURNAL OF SOUTHERN MEDICAL UNIVERSITY 2021; 41:1358-1365. [PMID: 34658350 DOI: 10.12122/j.issn.1673-4254.2021.09.10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVE To explore the preoperative radiomics features (RFs) and construct a nomogram for predicting postoperative recurrence of stage Ⅰ-Ⅲ clear cell renal carcinoma (ccRCC). METHODS The clinicopathological data and preoperative enhanced CT images collected from 256 patients with ccRCC were used as the training dataset (175 patients) and test dataset (81 patients). The enhanced CT images of the tumor were segmented using ITK-SNAP software, and the RFs were extracted using the PyRadiomics computing platform. In the training dataset, the RFs were screened based on Lasso-CV algorithm, and the Rad_score was calculated. The Clinic factors were screened by univariate and multivariate logistic regression analysis of the clinical and pathological factors and CT characteristics. The Rad_score, Clinic、Rad_score + Clinic nomograms were constructed and verified using the test dataset. The performance, discrimination power and calibration of the nomograms were compared, and their clinical value was evaluated using decision curve analysis. RESULTS Six RFs were retained to calculate the Rad_score. The Clinic factors included Rad_score, KPS score, platelet, calcification and TNM clinical stage. In terms of discrimination, the Rad_score + Clinic nomogram showed better performance (AUC=0.84 for training set; AUC=0.85 for test set) than the Rad_score nomogram (AUC=0.78 for training set, P=0.029; AUC=0.77 for Test set, P=0.025) and Clinic nomogram (AUC=0.77 for training set, P=0.014; AUC=0.77 for test set, P=0.011). In terms of calibration, the P value for goodness of fit test of the Rad_score+Clinic nomogram was 0.065 for the training set and 0.628 for the test set. Decision curve analysis showed a greater clinical value of the Rad_score+Clinic nomogram with Rad_score than the Clinic nomogram without Rad_score. CONCLUSION The nomogram based on preoperative CT RFs has a high value for predicting postoperative recurrence of stage Ⅰ-Ⅲ ccRCC to facilitate individualized treatment of RCC.
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Affiliation(s)
- H Zhang
- PET/CT Center, First Affiliated Hospital of Shenzhen University, Shenzhen 518052, China.,Department of Imaging, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - F Yin
- Shenzhen University School of Information Engineering, Shenzhen 518052, China
| | - M Chen
- Department of Imaging, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - A Qi
- Department of Imaging, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - L Yang
- Department of Imaging, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - W Cui
- Department of Imaging, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - S Yang
- Department of Imaging, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - G Wen
- Department of Imaging, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
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5
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Brown JT, Liu Y, Shabto JM, Martini D, Ravindranathan D, Hitron EE, Russler GA, Caulfield S, Yantorni L, Joshi SS, Kissick H, Ogan K, Nazha B, Carthon BC, Kucuk O, Harris WB, Master VA, Bilen MA. Modified Glasgow Prognostic Score associated with survival in metastatic renal cell carcinoma treated with immune checkpoint inhibitors. J Immunother Cancer 2021; 9:jitc-2021-002851. [PMID: 34326170 PMCID: PMC8323383 DOI: 10.1136/jitc-2021-002851] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/24/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The modified Glasgow Prognostic Score (mGPS) is a composite biomarker that uses albumin and C reactive protein (CRP). There are multiple immune checkpoint inhibitor (ICI)-based combinations approved for metastatic renal cell carcinoma (mRCC). We investigated the ability of mGPS to predict outcomes in patients with mRCC receiving ICI. METHODS We retrospectively reviewed patients with mRCC treated with ICI as monotherapy or in combination at Winship Cancer Institute between 2015 and 2020. Overall survival (OS) and progression-free survival (PFS) were measured from the start date of ICI until death or clinical/radiographical progression, respectively. The baseline mGPS was defined as a summary score based on pre-ICI values with one point given for CRP>10 mg/L and/or albumin<3.5 g/dL, resulting in possible scores of 0, 1 and 2. If only albumin was low with a normal CRP, no points were awarded. Univariate analysis (UVA) and multivariate analysis (MVA) were carried out using Cox proportional hazard model. Outcomes were also assessed by Kaplan-Meier analysis. RESULTS 156 patients were included with a median follow-up 24.2 months. The median age was 64 years and 78% had clear cell histology. Baseline mGPS was 0 in 36%, 1 in 40% and 2 in 24% of patients. In UVA, a baseline mGPS of 2 was associated with shorter OS (HR 4.29, 95% CI 2.24 to 8.24, p<0.001) and PFS (HR 1.90, 95% CI 1.20 to 3.01, p=0.006) relative to a score of 0; this disparity in outcome based on baseline mGPS persisted in MVA. The respective median OS of patients with baseline mGPS of 0, 1 and 2 was 44.5 (95% CI 27.3 to not evaluable), 15.3 (95% CI 11.0 to 24.2) and 10 (95% CI 4.6 to 17.5) months (p<0.0001). The median PFS of these three cohorts was 6.7 (95% CI 3.6 to 13.1), 4.2 (95% CI 2.9 to 6.2) and 2.6 (95% CI 2.0 to 5.6), respectively (p=0.0216). The discrimination power of baseline mGPS to predict survival outcomes was comparable to the IMDC risk score based on Uno's c-statistic (OS: 0.6312 vs 0.6102, PFS: 0.5752 vs 0.5533). CONCLUSION The mGPS is prognostic in this cohort of patients with mRCC treated with ICI as monotherapy or in combination. These results warrant external and prospective validation.
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Affiliation(s)
- Jacqueline T Brown
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Yuan Liu
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Departments of Biostatistics and Bioinformatics, Emory University, Atlanta, Georgia, USA
| | - Julie M Shabto
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Dylan Martini
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Deepak Ravindranathan
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Emilie Elise Hitron
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Greta Anne Russler
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Sarah Caulfield
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Pharmaceutical Services, Emory University, Atlanta, Georgia, USA
| | - Lauren Yantorni
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Shreyas Subhash Joshi
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Urology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Haydn Kissick
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Urology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Kenneth Ogan
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Urology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Bassel Nazha
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Bradley C Carthon
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Omer Kucuk
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Wayne B Harris
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Viraj A Master
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA.,Department of Urology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Mehmet Asim Bilen
- Winship Cancer Institute of Emory University, Atlanta, Georgia, USA .,Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia, USA
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6
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Higgins MI, Martini DJ, Patil DH, Nabavizadeh R, Steele S, Williams M, Joshi SS, Narayan VM, Sekhar A, Psutka SP, Ogan K, Bilen MA, Master VA. Sarcopenia and modified Glasgow Prognostic Score predict postsurgical outcomes in localized renal cell carcinoma. Cancer 2021; 127:1974-1983. [PMID: 33760232 DOI: 10.1002/cncr.33462] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 12/18/2020] [Accepted: 12/22/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Body composition and inflammation are gaining importance for prognostication in cancer. This study investigated the individual and combined utility of the preoperative skeletal muscle index (SMI) and the modified Glasgow Prognostic Score (mGPS) for estimating postoperative outcomes in patients with localized renal cell carcinoma (RCC) undergoing nephrectomy. METHODS The authors performed a retrospective review of 352 patients with localized RCC. SMI was measured via computed tomography or magnetic resonance imaging. Patients met the criteria for sarcopenia by body mass index- and sex-stratified thresholds. Multivariable and Kaplan-Meier analyses of associations of sarcopenia and mGPS with overall survival (OS), recurrence-free survival (RFS), and cancer-specific survival (CSS) were performed. Variables were analyzed independently and combined into risk groups: low risk (nonsarcopenic, low mGPS), medium risk (sarcopenia only), medium risk (inflammation only), and high risk (sarcopenic, high mGPS). Receiver operating characteristic (ROC) curves were used to analyze risk groups in comparison with the Stage, Size, Grade, and Necrosis (SSIGN) score and the modified International Metastatic RCC Database Consortium (IMDC) score. RESULTS The majority of the patients were at stage pT3 (63%), 39.5% of the patients were sarcopenic, and 19.3% had an elevated mGPS at the baseline. The median follow-up time was 30.4 months. Sarcopenia and mGPS were independently associated with worse OS (hazard ratio for sarcopenia, 1.64; P = .006; hazard ratio for mGPS, 1.72; P = .012), CSS, and RFS. Risk groups had an increasing association with worse RFS (P = .015) and CSS (P = .004) but not OS (P = .087). ROC analyses demonstrated a higher area under the curve for risk groups in comparison with the SSIGN and IMDC scores at 5 years. CONCLUSIONS Sarcopenia and an elevated mGPS were associated with worse clinical outcomes in this study of patients with localized RCC. This has implications for preoperative prognostication and treatment decision-making. LAY SUMMARY Kidney cancer is a disease with a wide variety of outcomes. Among patients undergoing surgical removal of the kidney for cancer that has not spread beyond the kidney, many are cured, but some experience recurrence. Physicians are seeking ways to better predict who is at risk for recurrence or death from kidney cancer. This study has evaluated body composition and markers of inflammation before surgery to predict the risk of recurrence or death after surgery. Specifically, low muscle mass and an elevated inflammation score (the modified Glasgow Prognostic Score) have been associated with an increased likelihood of recurrence of kidney cancer and death.
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Affiliation(s)
- Michelle I Higgins
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Dylan J Martini
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia.,Winship Cancer Institute of Emory University, Atlanta, Georgia
| | - Dattatraya H Patil
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Reza Nabavizadeh
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Sean Steele
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Milton Williams
- Department of Urology, University of Alabama, Birmingham, Alabama
| | - Shreyas S Joshi
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Vikram M Narayan
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Aarti Sekhar
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Sarah P Psutka
- Department of Urology, University of Washington, Seattle, Washington
| | - Kenneth Ogan
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Mehmet Asim Bilen
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia.,Winship Cancer Institute of Emory University, Atlanta, Georgia
| | - Viraj A Master
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
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Tong T, Guan Y, Xiong H, Wang L, Pang J. A Meta-Analysis of Glasgow Prognostic Score and Modified Glasgow Prognostic Score as Biomarkers for Predicting Survival Outcome in Renal Cell Carcinoma. Front Oncol 2020; 10:1541. [PMID: 33042799 PMCID: PMC7527435 DOI: 10.3389/fonc.2020.01541] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 07/20/2020] [Indexed: 12/14/2022] Open
Abstract
Purpose: Accumulative studies suggest the Glasgow prognostic score (GPS) and modified Glasgow prognostic score (mGPS) to be potential biomarkers; however, their prognostic value remains debatable. Our meta-analysis focused on assessing the accurate prognostic value of GPS and mGPS in patients with renal cell carcinoma (RCC) in addition to their effectiveness. Methods: To investigate the relationship between mGPS/GPS and prognostic value in patients with RCC, we performed a comprehensive retrieval of relevant articles from databases such as PubMed, Embase, Web of Science, and Medline up to February 1, 2020. STATA 15.0 software was used to obtain pooled hazard ratios (HRs) and their 95% confidence intervals for survival outcome, including overall survival (OS), recurrence-free survival (RFS), progression-free survival (PFS), and cancer-specific survival (CSS). A formal meta-analysis of these outcomes was performed. Results: In total, 2,691 patients with RCC were enrolled from 15 cohort studies. Higher GPS/mGPS (GPS/mGPS of 2) indicated poorer OS, CSS, PFS, and RFS in patients with RCC. Similarly, medium GPS/mGPS (GPS/mGPS of 1) also had a significant association with poorer OS, CSS, PFS, and RFS but superior than higher GPS/mGPS in these patients. Conclusion: GPS and mGPS are effective biomarkers for predicting prognosis in patients with RCC, and higher GPS and mGPS are closely related to inferior survival outcomes. More randomized controlled trials are needed to investigate the promising value of GPS/mGPS in the future.
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Affiliation(s)
- Tongyu Tong
- Department of Urology, Nephrology and Urology Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
| | - Yupeng Guan
- Department of Urology, Nephrology and Urology Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
| | - Haiyun Xiong
- Department of Urology, Nephrology and Urology Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
| | - Liling Wang
- Maternal and Child Health Research Institute, Baoan Maternity & Child Healthcare Hospital, Shenzhen, China
| | - Jun Pang
- Department of Urology, Nephrology and Urology Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
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8
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Fu W, Wang K, Yan S, Wang X, Tang B, Chang J, Wang R, Wu T. Prognostic Significance of the Modified Glasgow Prognostic Score in Patients With Pancreatic Cancer: A Meta-Analysis. Dose Response 2020; 18:1559325820942065. [PMID: 32821253 PMCID: PMC7412928 DOI: 10.1177/1559325820942065] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 05/20/2020] [Accepted: 06/16/2020] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND The prognostic value of the modified Glasgow prognostic score (mGPS) in patients with pancreatic cancer is controversial, based on previous studies. Therefore, this meta-analysis aimed to explore the relationship between mGPS and prognosis in pancreatic cancer. METHODS The databases PubMed, Web of Science, Embase, and the Cochrane Library were searched to identify eligible studies. Hazard ratios (HRs) and 95% confidence intervals (CIs) were used to estimate the associations between mGPS score and survival outcomes. RESULTS A total of 26 studies with 5198 patients were included in this meta-analysis. In a pooled analysis, elevated mGPS predicted poorer overall survival (OS; HR = 1.98, 95% CI, 1.65-2.37, P < .001). In addition, elevated mGPS was also significantly associated with worse progression-free survival (PFS), disease-free survival (DFS), and cancer-specific survival (CSS; HR = 1.95, 95% CI, 1.36-2.80, P < .001). Subgroup analyses confirmed a significant association between mGPS and survival outcomes. CONCLUSIONS Our meta-analysis demonstrated that high mGPS was correlated to worse OS, PFS, DFS, and CSS in patients with pancreatic cancer. Therefore, mGPS could be employed as an effective prognostic factor for pancreatic cancer in clinical practice.
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Affiliation(s)
- Wen Fu
- Department of Gastroenterology, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Kun Wang
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Shan Yan
- Yunnan Key Laboratory of Stem Cell and Regenerative Medicine, Institute of Molecular and Clinical Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Xie Wang
- Department of Pathology and Pathophysiology, Kunming Medical University, Kunming, Yunnan, China
| | - Bo Tang
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Jiang Chang
- Department of Gastroenterology, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Ran Wang
- Columbia University Mailman School of Public Health, New York, NY, USA
| | - Tao Wu
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
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9
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Diagnostic Test Accuracy of Glasgow Prognostic Score as a Prognostic Factor for Renal Cell Carcinoma. Am J Clin Oncol 2020; 43:393-398. [DOI: 10.1097/coc.0000000000000687] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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10
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Brighi N, Farolfi A, Conteduca V, Gurioli G, Gargiulo S, Gallà V, Schepisi G, Lolli C, Casadei C, De Giorgi U. The Interplay between Inflammation, Anti-Angiogenic Agents, and Immune Checkpoint Inhibitors: Perspectives for Renal Cell Cancer Treatment. Cancers (Basel) 2019; 11:E1935. [PMID: 31817109 PMCID: PMC6966461 DOI: 10.3390/cancers11121935] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 11/30/2019] [Accepted: 12/01/2019] [Indexed: 12/12/2022] Open
Abstract
Treatment options for metastatic renal cell carcinoma (RCC) have been expanding in the last years, from the consolidation of several anti-angiogenic agents to the approval of immune checkpoint inhibitors (ICIs). The rationale for the use of immunomodulating agents derived from the observation that RCC usually shows a diffuse immune-cell infiltrate. ICIs target Cytotoxic T Lymphocytes Antigen 4 (CTLA-4), programmed death 1 (PD-1), or its ligand (PD-L1), showing promising therapeutic efficacy in RCC. PD-L1 expression is associated with poor prognosis; however, its predictive role remains debated. In fact, ICIs may be a valid option even for PD-L1 negative patients. The establishment of valid predictors of treatment response to available therapeutic options is advocated to identify those patients who could benefit from these agents. Both local and systemic inflammation contribute to tumorigenesis and development of cancer. The interplay of tumor-immune status and of cancer-related systemic inflammation is pivotal for ICI-treatment outcome, but there is an unmet need for a more precise characterization. To date, little is known on the role of inflammation markers on PD-1 blockade in RCC. In this paper, we review the current knowledge on the interplay between inflammation markers, PD-1 axis, and anti-angiogenic agents in RCC, focusing on biological rationale, implications for treatment, and possible future perspectives.
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Affiliation(s)
- Nicole Brighi
- Medical Oncology Department, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy; (N.B.); (V.C.); (G.S.); (C.L.); (C.C.); (U.D.G.)
| | - Alberto Farolfi
- Medical Oncology Department, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy; (N.B.); (V.C.); (G.S.); (C.L.); (C.C.); (U.D.G.)
| | - Vincenza Conteduca
- Medical Oncology Department, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy; (N.B.); (V.C.); (G.S.); (C.L.); (C.C.); (U.D.G.)
| | - Giorgia Gurioli
- Bioscience Laboratory, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy; (G.G.); (S.G.)
| | - Stefania Gargiulo
- Bioscience Laboratory, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy; (G.G.); (S.G.)
| | - Valentina Gallà
- Unit of Biostatistics and Clinical Trials, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy;
| | - Giuseppe Schepisi
- Medical Oncology Department, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy; (N.B.); (V.C.); (G.S.); (C.L.); (C.C.); (U.D.G.)
| | - Cristian Lolli
- Medical Oncology Department, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy; (N.B.); (V.C.); (G.S.); (C.L.); (C.C.); (U.D.G.)
| | - Chiara Casadei
- Medical Oncology Department, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy; (N.B.); (V.C.); (G.S.); (C.L.); (C.C.); (U.D.G.)
| | - Ugo De Giorgi
- Medical Oncology Department, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy; (N.B.); (V.C.); (G.S.); (C.L.); (C.C.); (U.D.G.)
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11
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Qi F, Xu Y, Zheng Y, Li X, Gao Y. Pre-treatment Glasgow prognostic score and modified Glasgow prognostic score may be potential prognostic biomarkers in urological cancers: a systematic review and meta-analysis. ANNALS OF TRANSLATIONAL MEDICINE 2019; 7:531. [PMID: 31807513 DOI: 10.21037/atm.2019.09.160] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Background The prognostic role of Glasgow prognostic score (GPS) or modified GPS (mGPS) in various cancers has been investigated. However, no unified conclusion could be drawn in urological cancers. So, we aimed to explore the potential role of GPS/mGPS in urological cancers. Methods Related studies were searched from PubMed, Web of Science and Embase up to May 30th, 2019 comprehensively. Their associations were assessed by the pooled hazard ratios (HRs) with its 95% confidence intervals (CIs). Results A total of 20 related studies were enrolled in this meta-analysis. The outcomes revealed that a relatively lower level of pre-treatment GPS/mGPS was associated with better overall survival (OS), cancer specific survival (CSS)/disease-specific survival (DSS) and disease-free survival (DFS)/progress-free survival (PFS)/recurrence-free survival (RFS) (pooled HR =2.70; 95% CI, 1.81-4.01; pooled HR =2.90; 95% CI, 2.00-4.22; pooled HR =2.43; 95% CI, 1.62-3.66, respectively). Subgroup analysis by cancer type for OS indicated that GPS/mGPS could also be a predictor no matter in renal cell cancer (RCC) or bladder cancer (BC) (pooled HR =3.60; 95% CI, 2.07-6.28 and pooled HR =2.71; 95% CI, 1.08-6.82). Similar results could be found in CSS/DSS (RCC: HR =4.12; 95% CI, 2.69-6.30) and in DFS/ PFS/RFS (RCC: HR =2.66; 95% CI, 1.82-3.90 and BC: HR =1.52; 95% CI, 1.23-1.88). As for the treatment subgroup, pre-treatment GPS/mGPS played an independent role in OS for patients no matter in which treatment type (Surgery: pooled HR =2.16; 95% CI, 1.43-3.26; Chemotherapy: pooled HR =4.41; 95% CI, 2.27-8.58); the same in CSS/DSS (Surgery: pooled HR =3.28; 95% CI, 1.73-6.20; Immunotherapy: pooled HR =2.72; 95% CI, 1.87-3.96) and DFS/RFS/PFS (Surgery: pooled HR =2.54; 95% CI, 1.65-3.92). Lastly, both GPS and mGPS played prognostic role in OS, CSS/DSS or DFE/RFS/PFS (OS: GPS: pooled HR =2.12; 95% CI, 1.04-4.32; mGPS: pooled HR =3.12; 95% CI, 1.87-5.20; CSS/DSS: GPS: pooled HR =2.87; 95% CI, 2.11-3.91; mGPS: pooled HR =3.00; 95% CI, 1.60-5.63; DFS/RFS/PFS: GPS: pooled HR =3.61; 95% CI, 1.43-9.07; mGPS: pooled HR =1.99; 95% CI, 1.32-2.99). Conclusions This study shed light on that GPS/mGPS might be an independent prognostic factor in urological cancers, indicating that a lower level of pre-treatment GPS/mGPS was closely related to better survival outcomes.
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Affiliation(s)
- Feng Qi
- Department of Urology, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research & Affiliated Cancer Hospital of Nanjing Medical University, Nanjing 210009, China.,Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Yunqiu Xu
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Yuxiao Zheng
- Department of Urology, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research & Affiliated Cancer Hospital of Nanjing Medical University, Nanjing 210009, China
| | - Xiao Li
- Department of Urology, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research & Affiliated Cancer Hospital of Nanjing Medical University, Nanjing 210009, China
| | - Yang Gao
- Department of Radiology, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research & Affiliated Cancer Hospital of Nanjing Medical University, Nanjing 210009, China
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12
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Hu X, Wang Y, Yang WX, Dou WC, Shao YX, Li X. Modified Glasgow prognostic score as a prognostic factor for renal cell carcinomas: a systematic review and meta-analysis. Cancer Manag Res 2019; 11:6163-6173. [PMID: 31308752 PMCID: PMC6613602 DOI: 10.2147/cmar.s208839] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Accepted: 06/06/2019] [Indexed: 02/05/2023] Open
Abstract
Objective The modified Glasgow prognostic score (mGPS), a combination of C-reactive protein (CRP) and albumin levels, reflects systemic inflammation and nutritional status. This score has been shown to have prognosis value for various tumors. In the present study, we evaluated the prognostic value of mGPS for patients with renal cell carcinoma (RCC). Methods Literature search was conducted based on PubMed, Embase, and Cochrane Central Register of Controlled Trials up to December 2018. We pooled HRs and 95% CIs to evaluate the correlation between mGPS and survival in patients with RCC. Results Twelve studies comprising 2,391 patients were included in the present study for quantitative synthesis. Our studies demonstrated that higher mGPS was significantly correlated to poor overall survival (HR=4.31; 95%CI, 2.78–6.68; P<0.001), cancer-specific survival (HR=5.88; 95%CI, 3.93–8.78; P<0.001), recurrence-free survival (HR=3.15; 95%CI, 2.07–4.79; P<0.001), and progression-free survival (HR=1.91; 95%CI, 1.27–2.89; P=0.002). Subgroup analyses also confirmed the overall results. Conclusion mGPS could serve as a predictive tool for the survival of patients with RCC. In the different subgroups, the results are also consistent with previous results. In conclusion, pretreatment higher mGPS is associated with poorer survival in patients with RCC. Further external validations are necessary to strengthen this concept.
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Affiliation(s)
- Xu Hu
- West China School of Medicine/West China Hospital, Sichuan University, Chengdu 610041, People's Republic of China
| | - Yan Wang
- West China School of Medicine/West China Hospital, Sichuan University, Chengdu 610041, People's Republic of China
| | - Wei-Xiao Yang
- West China School of Medicine/West China Hospital, Sichuan University, Chengdu 610041, People's Republic of China
| | - Wei-Chao Dou
- West China School of Medicine/West China Hospital, Sichuan University, Chengdu 610041, People's Republic of China
| | - Yan-Xiang Shao
- West China School of Medicine/West China Hospital, Sichuan University, Chengdu 610041, People's Republic of China
| | - Xiang Li
- Department of Urology, West China Hospital, West China Medical School, Sichuan University, Chengdu 610041, People's Republic of China
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13
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Komura K, Hashimoto T, Tsujino T, Muraoka R, Tsutsumi T, Satake N, Matsunaga T, Yoshikawa Y, Takai T, Minami K, Taniguchi K, Uehara H, Tanaka T, Hirano H, Nomi H, Ibuki N, Takahara K, Inamoto T, Ohno Y, Azuma H. The CANLPH Score, an Integrative Model of Systemic Inflammation and Nutrition Status (SINS), Predicts Clinical Outcomes After Surgery in Renal Cell Carcinoma: Data From a Multicenter Cohort in Japan. Ann Surg Oncol 2019; 26:2994-3004. [PMID: 31240592 DOI: 10.1245/s10434-019-07530-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Indexed: 01/01/2023]
Abstract
BACKGROUND A myriad of studies have demonstrated the clinical association of systemic inflammatory and nutrition status (SINS) including C-reactive protein/albumin ratio (CAR), the neutrophil/lymphocyte ratio (NLR), and the platelet/hemoglobin ratio (PHR). This study aimed to investigate the predictive value of the score integrating these variables (CANLPH) in patients with renal cell carcinoma (RCC). METHODS Using cohort data from a multi-institutional study, 757 of 1109 patients were retrospectively analyzed. The optimal cutoff value for outcome prediction of continuous variables in CAR, NLR, and PHR was determined and the CANLPH score was then calculated as the sum score of 0 or 1 by the cutoff value in each ratio. RESULTS The median follow-up time was 76 months for the patients who survived (n = 585) and 31 months for those who died (n = 172). The Youden Index offered an optimal cutoff of 1.5 for CAR and 2.8 for NLR, and a higher value from the cutoff was assigned as a score of 1. The cutoff value of the PHR was defined as 2.1 for males and 2.3 for females. The patients were assigned a CANLPH score of 0 (47.2%), 1 (31.3%), 2 (13.1%), or 3 (8.5%). In the multivariate analysis, the CANLPH score served as an independent predictor of cancer-specific mortality in both localized and metastatic RCC. CONCLUSION The score was well-correlated with clinical outcome for the RCC patients. Because this score can be concisely measured at the point of diagnosis, physicians may be encouraged to incorporate this model into the treatment for RCC.
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Affiliation(s)
- Kazumasa Komura
- Department of Urology, Osaka Medical College, Takatsuki City, Osaka, Japan. .,Translational Research Program, Osaka Medical College, Takatsuki City, Osaka, Japan. .,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA.
| | | | - Takuya Tsujino
- Department of Urology, Osaka Medical College, Takatsuki City, Osaka, Japan
| | - Ryu Muraoka
- Department of Urology, Tokyo Medical University, Tokyo, Japan
| | - Takeshi Tsutsumi
- Department of Urology, Osaka Medical College, Takatsuki City, Osaka, Japan
| | - Naoya Satake
- Department of Urology, Tokyo Medical University, Tokyo, Japan
| | - Tomohisa Matsunaga
- Department of Urology, Osaka Medical College, Takatsuki City, Osaka, Japan.,Department of Urology, Tokyo Women's Medical University, Tokyo, Japan
| | - Yuki Yoshikawa
- Department of Urology, Osaka Medical College, Takatsuki City, Osaka, Japan
| | - Tomoaki Takai
- Department of Urology, Osaka Medical College, Takatsuki City, Osaka, Japan
| | - Koichiro Minami
- Department of Urology, Osaka Medical College, Takatsuki City, Osaka, Japan
| | - Kohei Taniguchi
- Translational Research Program, Osaka Medical College, Takatsuki City, Osaka, Japan
| | - Hirofumi Uehara
- Department of Urology, Osaka Medical College, Takatsuki City, Osaka, Japan
| | - Tomohito Tanaka
- Translational Research Program, Osaka Medical College, Takatsuki City, Osaka, Japan
| | - Hajime Hirano
- Department of Urology, Osaka Medical College, Takatsuki City, Osaka, Japan
| | - Hayahito Nomi
- Department of Urology, Osaka Medical College, Takatsuki City, Osaka, Japan
| | - Naokazu Ibuki
- Department of Urology, Osaka Medical College, Takatsuki City, Osaka, Japan
| | - Kiyoshi Takahara
- Department of Urology, Fujita-Health University School of Medicine, Nagoya, Aichi, Japan
| | - Teruo Inamoto
- Department of Urology, Osaka Medical College, Takatsuki City, Osaka, Japan
| | - Yoshio Ohno
- Department of Urology, Tokyo Medical University, Tokyo, Japan
| | - Haruhito Azuma
- Department of Urology, Osaka Medical College, Takatsuki City, Osaka, Japan
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14
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Hanai N, Sawabe M, Kimura T, Suzuki H, Ozawa T, Hirakawa H, Fukuda Y, Hasegawa Y. The high-sensitivity modified Glasgow prognostic score is superior to the modified Glasgow prognostic score as a prognostic predictor for head and neck cancer. Oncotarget 2018; 9:37008-37016. [PMID: 30651931 PMCID: PMC6319335 DOI: 10.18632/oncotarget.26438] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Accepted: 11/26/2018] [Indexed: 01/21/2023] Open
Abstract
Background There is increasing evidence that the inflammatory indices of modified Glasgow prognostic score (mGPS) and high-sensitivity mGPS (HS-mGPS) play important roles in predicting the survival in many cancer; however, evidence supporting such an association in head and neck cancer (HNC) is scarce. Materials and Methods We evaluated the impact of the mGPS and HS-mGPS on the overall survival (OS) in 129 patients with HNC treated at Aichi Cancer Center Central Hospital from 2012-2013. The mGPS was calculated as follows: mGPS of 0, C-reactive protein (CRP) ≤1.0 mg/dl; 1, CRP >1.0 mg/dl; 2, CRP>1.0 mg/dl and albumin <3.5 mg/dl. Regarding the HS-mGPS, the CRP threshold level was set as 0.3 mg/dl. Hazard ratios (HRs) and 95% confidence intervals (95% CIs) were estimated by Cox proportional hazard models after adjusting for potential confounders. Results The prognosis of HNC worsened significantly as both the mGPS and HS-mGPS increased in a univariate analysis. After adjusting for covariates, the HS-mGPS was significantly associated with the OS (adjusted HR for HS-mGPS of 2 compared to an HS-mGPS of 0 [HRscore2-0] 3.14 [95% CI: 1.23-8.07], Ptrend < 0.001), while the mGPS was suggested to be associated with the survival (HRscore2-0 2.37 [95% CI:0.89-6.33], Ptrend = 0.145). Even after stratification by clinical covariates, these associations persisted. Conclusion We conclude that the HS-mGPS is useful as an independent prognostic factor in HNC.
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Affiliation(s)
- Nobuhiro Hanai
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Aichi, Japan
| | - Michi Sawabe
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Aichi, Japan.,Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, Aichi, Japan
| | - Takahiro Kimura
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Aichi, Japan.,Department of Otolaryngology-Head and Neck Surgery, Nara Medical University, Nara, Japan
| | - Hidenori Suzuki
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Aichi, Japan
| | - Taijiro Ozawa
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Aichi, Japan.,Department of Otolaryngology, Toyohashi Municipal Hospital, Aichi, Japan
| | - Hitoshi Hirakawa
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Aichi, Japan.,Department of Otorhinolaryngology, Head and Neck Surgery, Graduate School of Medicine, University of the Ryukyus, Okinawa, Japan
| | - Yujiro Fukuda
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Aichi, Japan.,Department of Otolaryngology, Kawasaki Medical School, Okayama, Japan
| | - Yasuhisa Hasegawa
- Department of Head and Neck Surgery, Aichi Cancer Center Hospital, Aichi, Japan.,Department of Head and Neck Surgery and Otolaryngology, Asahi University Hospital, Gifu, Japan
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15
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Ohno Y. Role of systemic inflammatory response markers in urological malignancy. Int J Urol 2018; 26:31-47. [PMID: 30253448 DOI: 10.1111/iju.13801] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Accepted: 08/20/2018] [Indexed: 12/14/2022]
Abstract
The systemic inflammatory response is associated with survival in patients with a variety of cancers. This inflammatory response is measured in the peripheral blood, and can be monitored using two categories of indices: concentration of specific serum proteins (albumin, C-reactive protein) and differential blood cell count (neutrophils, lymphocytes and platelets). Furthermore, combinations of these indices, such as the Glasgow Prognostic Score, which consists of the serum C-reactive protein and albumin level; the neutrophil-to-lymphocyte ratio; the platelet-to-lymphocyte ratio; and the prognostic nutritional index, which is based on peripheral blood lymphocyte count and serum albumin level, have also been evaluated and compared in cancer research. To date, there are hundreds of studies that have shown the prognostic value of systemic inflammatory response markers in patients with urological cancer. Most studies have evaluated the prognostic and predictive role of the pretreatment value of the markers, although some have focused on the role of the post-treatment value at specific points during the clinical course. The advantages of systemic inflammatory response markers are that they are easily measurable and inexpensive in the clinical setting. However, it is important to consider how clinicians use these markers in clinical practice. The present review provides a concise overview regarding systemic inflammatory markers in urological cancers, specifically C-reactive protein, Glasgow Prognostic Score/modified Glasgow Prognostic Score, neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio and prognostic nutritional index.
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Affiliation(s)
- Yoshio Ohno
- Department of Urology, Tokyo Medical University, Tokyo, Japan
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16
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Eikrem OS, Strauss P, Beisland C, Scherer A, Landolt L, Flatberg A, Leh S, Beisvag V, Skogstrand T, Hjelle K, Shresta A, Marti HP. Development and confirmation of potential gene classifiers of human clear cell renal cell carcinoma using next-generation RNA sequencing. Scand J Urol 2016; 50:452-462. [PMID: 27739342 DOI: 10.1080/21681805.2016.1238007] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVE A previous study by this group demonstrated the feasibility of RNA sequencing (RNAseq) technology for capturing disease biology of clear cell renal cell carcinoma (ccRCC), and presented initial results for carbonic anhydrase-9 (CA9) and tumor necrosis factor-α-induced protein-6 (TNFAIP6) as possible biomarkers of ccRCC (discovery set) [Eikrem et al. PLoS One 2016;11:e0149743]. To confirm these results, the previous study is expanded, and RNAseq data from additional matched ccRCC and normal renal biopsies are analyzed (confirmation set). MATERIALS AND METHODS Two core biopsies from patients (n = 12) undergoing partial or full nephrectomy were obtained with a 16 g needle. RNA sequencing libraries were generated with the Illumina TruSeq® Access library preparation protocol. Comparative analysis was done using linear modeling (voom/Limma; R Bioconductor). RESULTS The formalin-fixed and paraffin-embedded discovery and confirmation data yielded 8957 and 11,047 detected transcripts, respectively. The two data sets shared 1193 of differentially expressed genes with each other. The average expression and the log2-fold changes of differentially expressed transcripts in both data sets correlated, with R² = .95 and R² = .94, respectively. Among transcripts with the highest fold changes were CA9, neuronal pentraxin-2 and uromodulin. Epithelial-mesenchymal transition was highlighted by differential expression of, for example, transforming growth factor-β1 and delta-like ligand-4. The diagnostic accuracy of CA9 was 100% and 93.9% when using the discovery set as the training set and the confirmation data as the test set, and vice versa, respectively. These data further support TNFAIP6 as a novel biomarker of ccRCC. TNFAIP6 had combined accuracy of 98.5% in the two data sets. CONCLUSIONS This study provides confirmatory data on the potential use of CA9 and TNFAIP6 as biomarkers of ccRCC. Thus, next-generation sequencing expands the clinical application of tissue analyses.
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Affiliation(s)
- Oystein S Eikrem
- a Department of Clinical Medicine , University of Bergen , Bergen , Norway.,b Department of Medicine , Haukeland University Hospital , Bergen , Norway
| | - Philipp Strauss
- a Department of Clinical Medicine , University of Bergen , Bergen , Norway.,b Department of Medicine , Haukeland University Hospital , Bergen , Norway
| | - Christian Beisland
- a Department of Clinical Medicine , University of Bergen , Bergen , Norway.,c Department of Urology , Haukeland University Hospital , Bergen , Norway
| | - Andreas Scherer
- d Spheromics , Kontiolahti , Finland.,e Institute for Molecular Medicine Finland (FIMM), University of Helsinki , Helsinki , Finland
| | - Lea Landolt
- a Department of Clinical Medicine , University of Bergen , Bergen , Norway
| | - Arnar Flatberg
- f Department of Cancer Research and Molecular Medicine , Norwegian University of Science and Technology , Trondheim , Norway
| | - Sabine Leh
- a Department of Clinical Medicine , University of Bergen , Bergen , Norway.,g Department of Pathology , Haukeland University Hospital , Bergen , Norway
| | - Vidar Beisvag
- f Department of Cancer Research and Molecular Medicine , Norwegian University of Science and Technology , Trondheim , Norway
| | - Trude Skogstrand
- a Department of Clinical Medicine , University of Bergen , Bergen , Norway
| | - Karin Hjelle
- a Department of Clinical Medicine , University of Bergen , Bergen , Norway.,c Department of Urology , Haukeland University Hospital , Bergen , Norway
| | - Anjana Shresta
- a Department of Clinical Medicine , University of Bergen , Bergen , Norway
| | - Hans-Peter Marti
- a Department of Clinical Medicine , University of Bergen , Bergen , Norway.,b Department of Medicine , Haukeland University Hospital , Bergen , Norway
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17
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Prognostic value of the Glasgow Prognostic Score in renal cell carcinoma: a meta-analysis. World J Urol 2016; 35:771-780. [PMID: 27665441 DOI: 10.1007/s00345-016-1940-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Accepted: 09/19/2016] [Indexed: 01/23/2023] Open
Abstract
PURPOSE Glasgow Prognostic Score (GPS) has been reported to predict oncologic outcomes in various type of cancer. However, their prognostic value in patients with renal cell carcinoma (RCC) is unclear. In this meta-analysis, we evaluated the prognostic significance of GPS in RCC patients. METHODS We performed comprehensive searches of electronic databases to identify studies that evaluated the prognostic impact of pretreatment GPS in RCC patients. The end points were cancer-specific survival (CSS), recurrence-free/disease-free survival (RFS/DFS). Meta-analysis using random-effects models was performed to calculate hazard ratios (HRs) or odds ratios with 95 % confidence intervals (CIs). RESULTS Nine retrospective, observational, cohort studies involving 2096 patients were included. Seven studies evaluated CSS, and three evaluated RFS. Our results showed that higher GPS (0 vs. 1 vs. 2) was significantly predictive of poorer CSS (HR 3.68, 95 % CI 2.52-5.40, p < 0.001) and RFS/DFS (HR 2.83, 95 % CI 1.86-4.30, p < 0.001) in patients with RCC. These findings were robust when stratified by sample size, presence of metastasis, and study region. We also conducted subgroup analysis by assessment of Newcastle-Ottawa quality assessment scale (NOS) score, and the HRs were 2.708 (95 % CI 1.969, 3.725) in under 7 points group, 3.685 (95 % CI 2.516, 5.396) in over than 7 points group in CSS. Meta-regression analysis indicated that NOS score group had a significant difference in HRs (p = 0.032). CONCLUSIONS Higher GPS is associated with tumor progression and is predictive of poorer survival in patients with RCC. Therefore, GPS may help to inform treatment decisions and predict treatment outcomes.
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