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Gu Y, Fu Y, Pan X, Zhou Y, Ji C, Zhao T, Miao H, Lv H, Da J, Ge J, Wang L, Qu L, Ge S, Guo H, Zhou W. Prognostic value of systemic immune-inflammation index in non-metastatic clear cell renal cell carcinoma with tumor thrombus. Front Oncol 2023; 13:1117595. [PMID: 36776325 PMCID: PMC9909392 DOI: 10.3389/fonc.2023.1117595] [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: 12/06/2022] [Accepted: 01/11/2023] [Indexed: 01/27/2023] Open
Abstract
This study aims to determine the prognostic value of SII for non-metastatic clear cell renal cell carcinoma (ccRCC) patients with venous tumor thrombus (VTT). We retrospectively collected and analyzed 328 non-metastatic ccRCC patients with VTT who underwent radical nephrectomy and thrombectomy from 3 tertiary centers in China between 2011 to 2021. Kaplan-Meier analyses and Cox proportional hazard analyses were used to determine its prognostic value for overall survival (OS) and disease free survival (DFS). The Harrell concordance index (C-index), receiver operating characteristic curve (ROC) analysis, and decision curve analysis (DCA) were used to evaluate its role in the improvement of prognostic accuracy of the existing models. Nomogram models containing the SII were then developed and evaluated by R. Patients were divided into low-SII and high-SII groups based on the SII optimal cut-off value 912 calculated by the Youden index in all patients. Higher SII was correlated with more symptoms, longer surgical time, higher WHO/ISUP grade, and longer tumor diameter. Kaplan-Meier analyses revealed significant differences in OS and DFS between two groups. Multivariate analyses revealed that SII was an independent prognostic factor for OS (HR:2.220, p=0.002) and DFS (HR:1.846, p=0.002). Compared with other indicators, SII had a superior accuracy (c-index=0.630 for OS and 0.595 for DFS). It also improved the performance of models for predicting OS and DFS (all p <0.01). Based on the results of LASSO Cox regression analysis, we constructed a nomogram to predict OS and it performed well on both the training cohort (AUC=0.805) and the validation cohort (AUC=0.795). Risk stratification based on nomogram can distinguish patients with different risks (all p <0.001). Preoperative SII is an independent predictive factor for OS and DFS of non-metastatic ccRCC patients with VTT. It can be used to improve the performance of current risk models.
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Affiliation(s)
- Yufeng Gu
- Department of Urology, Jinling Hospital, Clinical School of Medical College, Nanjing University, Nanjing, Jiangsu, China
| | - Yao Fu
- Department of Pathology, Drum Tower Hospital, Clinical School of Medical College, Nanjing University, Nanjing, Jiangsu, China
| | - Xin Pan
- Department of Urology, Jinling Hospital, Clinical School of Medical College, Nanjing University, Nanjing, Jiangsu, China
| | - Yulin Zhou
- Department of Urology, Jinling Hospital, Clinical School of Medical College, Nanjing University, Nanjing, Jiangsu, China
| | - Changwei Ji
- Department of Urology, Drum Tower Hospital, Clinical School of Medical College, Nanjing University, Nanjing, Jiangsu, China
| | - Tangliang Zhao
- Department of Urology, Jinling Hospital, Clinical School of Medical College, Nanjing University, Nanjing, Jiangsu, China
| | - He Miao
- Department of Urology, Jinling Hospital, Jinling School of Clinical Medicine, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Huichen Lv
- Department of Urology, Jinling Hospital, Jinling School of Clinical Medicine, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Jianping Da
- Department of Urology, Jinling Hospital, Clinical School of Medical College, Nanjing University, Nanjing, Jiangsu, China
| | - Jingping Ge
- Department of Urology, Jinling Hospital, Clinical School of Medical College, Nanjing University, Nanjing, Jiangsu, China
| | - Linhui Wang
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Le Qu
- Department of Urology, Jinling Hospital, Clinical School of Medical College, Nanjing University, Nanjing, Jiangsu, China
| | - Silun Ge
- Department of Urology, Jinling Hospital, Jinling School of Clinical Medicine, Nanjing Medical University, Nanjing, Jiangsu, China,*Correspondence: Wenquan Zhou, ; Hongqian Guo, ; Silun Ge,
| | - Hongqian Guo
- Department of Urology, Drum Tower Hospital, Clinical School of Medical College, Nanjing University, Nanjing, Jiangsu, China,*Correspondence: Wenquan Zhou, ; Hongqian Guo, ; Silun Ge,
| | - Wenquan Zhou
- Department of Urology, Jinling Hospital, Clinical School of Medical College, Nanjing University, Nanjing, Jiangsu, China,*Correspondence: Wenquan Zhou, ; Hongqian Guo, ; Silun Ge,
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Xu J, Song J, Yang Z, Zhao J, Wang J, Sun C, Zhu X. Pre-treatment systemic immune-inflammation index as a non-invasive biomarker for predicting clinical outcomes in patients with renal cell carcinoma: a meta-analysis of 20 studies. Biomarkers 2023; 28:249-262. [PMID: 36598268 DOI: 10.1080/1354750x.2023.2164906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
INTRODUCTION To systematically assess the predictive significance of systemic immune-inflammation index (SII) in renal cell carcinoma (RCC). METHODS Relevant studies published before November 2022 were retrieved from public databases. Hazard ratio (HR), standardised mean difference (SMD) and relative risk (RR) were calculated to estimate associations of SII with prognosis, treatment responses and clinicopathological features. RESULTS Twenty studies involving 6887 patients were eligible. The meta-analysis results revealed a high SII level was associated with worse overall survival (HR: 1.45, p < 0.001), progression-free survival (HR: 1.63, p = 0.001), cancer-specific survival (HR: 1.86, p < 0.001), lower overall response rate (RR: 0.62, p = 0.003), disease control rate (RR: 0.69, p = 0.002), larger tumour size (SMD: 0.39, p = 0.001), poorer IMDC risk (RR: 7.09, p < 0.001), higher Fuhrman grade (RR: 1.54, p = 0.004), tumour stage (RR: 1.67, p = 0.045), the presence of distant metastasis (brain: RR, 2.04, p = 0.001; bone: RR, 1.33, p = 0.024) and tumour necrosis (RR: 1.57, p = 0.031). Subgroup analysis showed SII predicted OS and PFS for non-Asian, but CSS for both Asian and non-Asian populations. CONCLUSION Pre-treatment SII may be a promising predictor of clinical outcomes for RCC patients.
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Affiliation(s)
- Jun Xu
- Department of Radiotherapy, Shaoxing People's Hospital, Shaoxing, Zhejiang, China
| | - Junying Song
- Department of Planned Immunization, Shinan District Center for Disease Control and Prevention, Qingdao, Shandong, China
| | - Zhenhua Yang
- School Health Department, West Coast New Area Center for Disease Control and Prevention, Qingdao, Shandong, China
| | - Jianguo Zhao
- Department of Oncology Radiotherapy, Shaoxing People's Hospital, Shaoxing, Zhejiang, China
| | - Jianfang Wang
- Department of Oncology Radiotherapy, Shaoxing People's Hospital, Shaoxing, Zhejiang, China
| | - Caiping Sun
- Department of Oncology Radiotherapy, Shaoxing People's Hospital, Shaoxing, Zhejiang, China
| | - Xiaoling Zhu
- Department of Oncology Radiotherapy, Shaoxing People's Hospital, Shaoxing, Zhejiang, China
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The relationship between systemic immune inflammation index and survival in patients with metastatic renal cell carcinomatreated withtyrosine kinase inhibitors. Sci Rep 2022; 12:16559. [PMID: 36192500 PMCID: PMC9529965 DOI: 10.1038/s41598-022-20056-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Accepted: 09/08/2022] [Indexed: 11/25/2022] Open
Abstract
This study aims to investigate the prognostic value of the systemic immune-inflammation index (SII)and its impact on survival in patients with metastatic renal cell carcinoma (mRCC). A total of 706patients with mRCC treated with tyrosine kinase inhibitors (TKIs)between January 2007 and June 2020 (i.e., sunitinib, pazopanib) were included in this study. SII was calculated in 621 patients with the following formula:[neutrophil (cellsx109/L) x platelet (cellsx109/L)] / lymphocyte (cellsx109/L).All patients were classified into SII-high and SII-low groups based on the cut-off value of SII at 756, which was the median SII level of our study group. The minimal follow-up duration was 10 months in all cohorts. The median age of patients was 60 (interquartile range (IQR):53–67) years. Three out of four patients were male. The majority of patients (85.7%) had clear cell histology, and sarcomatoid differentiation was observed in 16.9% of all patients. There were 311 and 310 patients in the SII-low and SII-high groups, respectively. In general, baseline characteristics were similar in each group. However, the rate of patients treated with sunitinib (63.3% vs. 49.0%, p < 0.001) and those who underwent nephrectomy (83.6% vs. 64.2%, p < 0.001) was higher in the SII-low group than in the SII-high group. On the other hand, patients with the IMDC poorrisk (31.6% vs. 8.0%, p < 0.001), those with bone (51.8% vs. 32.2%, p < 0.001) or central nervous system (12.9% vs. 5.8%, p = 0.026) metastasis, and those with Eastern Cooperative Oncology Group(ECOG) 2–4 performance score (28.1% vs.17.7%, p = 0.002) were more common in the SII-high group than in the SII-low group. The median overall survival (OS) was longer in the SII-low group than in the SII-high group (34.6 months vs. 14.5 months, p < 0.001). Similarly, the median progression-free survival (PFS) was longer in the SII-low group than in the SII-high group (18.0 months vs. 7.7 months, p < 0.001).In multivariableanalysis, SII was an independent prognostic factor for OS (hazard ratio (HR):1.39, 95% confidence interval (CI):1.05–1.85, p = 0.01) and PFS (HR:1.60, 95% CI:1.24–2.05, p < 0.001).Pre-treatment level of high SII might be considered a predictor of poor prognosisin patients with mRCC treated with TKIs.
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Stühler V, Herrmann L, Rausch S, Stenzl A, Bedke J. Role of the Systemic Immune-Inflammation Index in Patients with Metastatic Renal Cell Carcinoma Treated with First-Line Ipilimumab plus Nivolumab. Cancers (Basel) 2022; 14:cancers14122972. [PMID: 35740636 PMCID: PMC9221331 DOI: 10.3390/cancers14122972] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 06/05/2022] [Accepted: 06/13/2022] [Indexed: 11/16/2022] Open
Abstract
Background: The aim of this study was to evaluate the predictive and prognostic value of the systemic immune-inflammation index (SII) in patients with metastatic renal cell carcinoma (mRCC) treated with first-line ipilimumab plus nivolumab. Methods: This retrospective study included forty-nine mRCC patients treated with first-line ipilimumab plus nivolumab at the Department of Urology of the University of Tuebingen, Germany. SII was assessed before starting ipilimumab plus nivolumab therapy at the time of first imaging and at tumor progression. Optimal SII cut-off was stratified by ROC-analysis. Univariable and multivariable Cox regression analyses were used to evaluate the predictive and prognostic value of SII. Results: Optimal SII cut-off was 788. Twenty-nine/forty-nine patients had high SII (≥788) before initiation of ipilimumab plus nivolumab. High SII was an independent prognostic factor for worse progression-free (HR 2.70, p = 0.014) and overall survival (HR 10.53, p = 0.025). The clinical benefit rate was higher for patients with low SII if compared to high SII (80% vs. 32.1%). An increase in SII > 20% from baseline after twelve weeks of therapy was associated with progression at first imaging (p = 0.003). Conclusions: SII is both prognostic and predictive and could refine decision making in patients with unclear imaging on therapy with ipilimumab plus nivolumab.
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Affiliation(s)
| | | | | | | | - Jens Bedke
- Correspondence: ; Tel.: +49-707-1298-0349
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Jin M, Yuan S, Yuan Y, Yi L. Prognostic and Clinicopathological Significance of the Systemic Immune-Inflammation Index in Patients With Renal Cell Carcinoma: A Meta-Analysis. Front Oncol 2021; 11:735803. [PMID: 34950577 PMCID: PMC8689141 DOI: 10.3389/fonc.2021.735803] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Accepted: 11/17/2021] [Indexed: 12/24/2022] Open
Abstract
Background The systemic immune-inflammation index (SII) is a hematological parameter based on neutrophil, platelet, and lymphocyte counts. Studies that have investigated the prognostic value of SII in patients with renal cell carcinoma (RCC) have reported controversial results. In this study, we systematically investigated the prognostic value of SII in patients with RCC. Methods We systematically searched English articles in the PubMed, Embase, Web of Science, and Cochrane Library databases up to October 2021. Hazard ratios (HRs) and odds ratios (ORs) with 95% confidence intervals (CIs) were used to obtain pooled results. Results The meta-analysis included 10 studies that enrolled 3,180 patients. A high SII was associated with poor overall survival (HR 1.75, 95% CI 1.33–2.30, p<0.001) in patients with RCC. However, a high SII was not shown to be a significant prognostic factor for progression-free survival/disease-free survival (HR 1.22, 95% CI 0.84–1.76, p=0.293) or poor cancer-specific survival (HR 1.46, 95% CI 0.68–3.12, p=0.332) in patients with RCC. A high SII was correlated with male sex (OR 1.51, 95% CI 1.11–2.04, p=0.008), Fuhrman grade G3–G4 (OR 1.80, 95% CI 1.08–3.00, p=0.024), and poor risk based on the International Metastatic Renal Cell Carcinoma Database Consortium criteria (OR 19.12, 95% CI 9.13–40.06, p<0.001). Conclusion A high SII was independently associated with poor survival outcomes in patients with RCC. Additionally, an elevated SII indicated more aggressive disease. The SII may serve as a useful cost-effective prognostic indicator in patients with RCC.
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Affiliation(s)
- Mingyu Jin
- Department of Andrology, Guangdong Hospital of Traditional Chinese Medicine, Zhuhai, China
| | - Shaoying Yuan
- Department of Andrology, Guangdong Hospital of Traditional Chinese Medicine, Zhuhai, China
| | - Yiming Yuan
- Andrology Center, Peking University First Hospital, Beijing, China
| | - Luqi Yi
- Department of Urology, Guangdong Hospital of Traditional Chinese Medicine, Zhuhai, China
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Iinuma K, Enomoto T, Kawada K, Fujimoto S, Ishida T, Takagi K, Nagai S, Ito H, Kawase M, Nakai C, Kawase K, Kato D, Takai M, Nakane K, Kameyama K, Koie T. Utility of Neutrophil-to-Lymphocyte Ratio, Platelet-to-Lymphocyte Ratio, and Systemic Immune Inflammation Index as Prognostic, Predictive Biomarkers in Patients with Metastatic Renal Cell Carcinoma Treated with Nivolumab and Ipilimumab. J Clin Med 2021; 10:jcm10225325. [PMID: 34830607 PMCID: PMC8617687 DOI: 10.3390/jcm10225325] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 11/15/2021] [Accepted: 11/15/2021] [Indexed: 12/15/2022] Open
Abstract
The aim of this study was to assess the utility of neutrophil-to-lymphocyte ratio (NLR), plate-let-to-lymphocyte ratio (PLR), and systemic immune inflammation index (SII) as predictive biomarkers with oncological outcomes for metastatic renal cell carcinoma (mRCC) patients treated with nivolumab and ipilimumab (NIVO + IPI). We conducted a retrospective multicenter cohort study assessing patients with mRCC treated with NIVO + IPI at eight institutions in Japan. In this study, the follow-up period was median 14 months. The 1-year overall- and progression-free survival (PFS) rates were 89.1% and 63.1, respectively. The objective response rate (ORR) and disease control rate (DCR) were 41.9% and 81.4%, respectively. The 1-year PFS rates were 85.7% and 49.1% for NLR ≤ 2.8 and >2.8, respectively (p = 0.005), and 75.5% and 49.7% for PLR ≤ 215.6 and >215.6, respectively (p = 0.034). Regarding SII, the 1-year PFS rates were 90.0% and 54.8% when SII was ≤561.7 and >561.7, respectively (p = 0.023). Therefore, NLR, PLR, and SII levels in mRCC patients treated with NIVO + IPI may be useful in predicting oncological outcomes.
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Affiliation(s)
- Koji Iinuma
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan; (K.I.); (M.K.); (C.N.); (K.K.); (D.K.); (M.T.); (K.N.)
| | - Torai Enomoto
- Department of Urology, Matsunami General Hospital, Hashima-gun 5016062, Japan;
| | - Kei Kawada
- Department of Urology, Gifu Prefectural General Medical Center, Gifu 5008717, Japan;
| | - Shota Fujimoto
- Department of Urology, Ogaki Municipal Hospital, Ogaki 5038502, Japan;
| | - Takashi Ishida
- Department of Urology, Gifu Municipal Hospital, Gifu 5008513, Japan;
| | - Kimiaki Takagi
- Department of Urology, Daiyukai Daiichi Hospital, Ichinomiya 4918551, Japan;
| | - Shingo Nagai
- Department of Urology, Toyota Memorial Hospital, Toyota 4718513, Japan; (S.N.); (H.I.)
| | - Hiroki Ito
- Department of Urology, Toyota Memorial Hospital, Toyota 4718513, Japan; (S.N.); (H.I.)
| | - Makoto Kawase
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan; (K.I.); (M.K.); (C.N.); (K.K.); (D.K.); (M.T.); (K.N.)
| | - Chie Nakai
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan; (K.I.); (M.K.); (C.N.); (K.K.); (D.K.); (M.T.); (K.N.)
| | - Kota Kawase
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan; (K.I.); (M.K.); (C.N.); (K.K.); (D.K.); (M.T.); (K.N.)
| | - Daiki Kato
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan; (K.I.); (M.K.); (C.N.); (K.K.); (D.K.); (M.T.); (K.N.)
| | - Manabu Takai
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan; (K.I.); (M.K.); (C.N.); (K.K.); (D.K.); (M.T.); (K.N.)
| | - Keita Nakane
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan; (K.I.); (M.K.); (C.N.); (K.K.); (D.K.); (M.T.); (K.N.)
| | - Koji Kameyama
- Department of Urology, Kizawa Memorial Hospital, Minokamo 5058503, Japan;
| | - Takuya Koie
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan; (K.I.); (M.K.); (C.N.); (K.K.); (D.K.); (M.T.); (K.N.)
- Correspondence: ; Tel.: +81-582306000
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