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Published in: BMC Surgery 1/2023

Open Access 01-12-2023 | Nephrectomy | Research

Clinical significance of prognostic nutritional index (PNI)-monocyte-to-lymphocyte ratio (MLR)-platelet (PLT) score on postoperative outcomes in non-metastatic clear cell renal cell carcinoma

Authors: Wenming Ren, Hao Zhang, Li Cheng, Yu Zhang, Chenglin Yang, Liang Nie, Congcong Yang, Peng Yao, Jie Han, Dong Zhuo

Published in: BMC Surgery | Issue 1/2023

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Abstract

Background

Prognositic nutritional index (PNI), monocyte-to-lymphocyte ratio (MLR) and platelet (PLT) are associated with tumor survival in many human malignancies. Whereas, no study combined PNI-MLR-PLT score and indicated its predictive significance on the prognosis of patients with non-metastatic clear cell renal cell carcinoma (ccRCC).

Methods

In this study, we retrospectively collected the clinicopathological characteristics and prognostic data from 164 cases of non-metastatic ccRCC and aimed to determine the clinical significance of PNI-MLR-PLT score on patients’ outcomes after surgery. The optimal cut-off values of PNI (PNI > 47.40 vs PNI < 47.40), MLR (MLR > 0.31 vs MLR < 0.31) and PLT (PLT > 245 vs PLT < 245) were identified with relative operating characteristic (ROC) curve analysis. The PNI-MLR-PLT score system was established by the value of three indexes, each indication was assigned a score of 0 or 1. Overall survival (OS) and metastasis-free survival (MFS) were analyzed using Kaplan–Meier estimate and Cox regression models.

Results

The mean follow-up period was 85.67 months. Eight (5.0%) patients died, 4 (2.0%) relapsed, and 7 (4.0%) developed metastasis after surgery. The 3-year OS and MFS rates were 98.2% and 97.6%, and the 5-year OS and MFS rates were both 90.2%. Our results suggested that PNI-MLR-PLT score negatively correlated with pathological T stage and tumor grade. Survival outcomes revealed that lower PNI-MLR-PLT score is associated with inferior OS (P < 0.001) and MFS (P < 0.001) after surgery. Subgroup analysis regarding pathological T stage, tumor grade and surgical modalities obtained consistent results. univariable and multivariable Cox analysis showed that high PNI-MLR-PLT score was the independent protective factor of tumor survival in non-metastatic ccRCC patients.

Conclusions

Our data suggested that PNI-MLR-PLT score could serve as a promising independent prognostic factor in patients with non-metastatic ccRCC.
Literature
1.
go back to reference Siegel RL, Miller KD, Jemal A. Cancer Statistics, 2017. CA. 2017;67(1):7–30.PubMed Siegel RL, Miller KD, Jemal A. Cancer Statistics, 2017. CA. 2017;67(1):7–30.PubMed
2.
4.
go back to reference Choueiri TK, Motzer RJ. Systemic Therapy for Metastatic Renal-Cell Carcinoma. N Engl J Med. 2017;376(4):354–66.CrossRefPubMed Choueiri TK, Motzer RJ. Systemic Therapy for Metastatic Renal-Cell Carcinoma. N Engl J Med. 2017;376(4):354–66.CrossRefPubMed
5.
go back to reference Zhou H, Xie T, Gao Y, Zhan X, Dong Y, Liu D, Xu Y. A novel prognostic model based on six methylation-driven genes predicts overall survival for patients with clear cell renal cell carcinoma. Front Genet. 2022;13:996291.CrossRefPubMedPubMedCentral Zhou H, Xie T, Gao Y, Zhan X, Dong Y, Liu D, Xu Y. A novel prognostic model based on six methylation-driven genes predicts overall survival for patients with clear cell renal cell carcinoma. Front Genet. 2022;13:996291.CrossRefPubMedPubMedCentral
6.
go back to reference Wu Z, Shen Y, Fan D, Liu J, Chen D, Wang K, Xu X. A novel prognostic model based on immunogenomics for clear cell renal cell carcinoma. Int Immunopharmacol. 2021;90:107119.CrossRefPubMed Wu Z, Shen Y, Fan D, Liu J, Chen D, Wang K, Xu X. A novel prognostic model based on immunogenomics for clear cell renal cell carcinoma. Int Immunopharmacol. 2021;90:107119.CrossRefPubMed
7.
go back to reference Nie R, Yuan S, Chen S, Chen X, Chen Y, Zhu B, Qiu H, Zhou Z, Peng J, Chen Y. Prognostic nutritional index is an independent prognostic factor for gastric cancer patients with peritoneal dissemination. Chin J Cancer Res. 2016;28(6):570–8 (Chung-kuo yen cheng yen chiu).CrossRefPubMedPubMedCentral Nie R, Yuan S, Chen S, Chen X, Chen Y, Zhu B, Qiu H, Zhou Z, Peng J, Chen Y. Prognostic nutritional index is an independent prognostic factor for gastric cancer patients with peritoneal dissemination. Chin J Cancer Res. 2016;28(6):570–8 (Chung-kuo yen cheng yen chiu).CrossRefPubMedPubMedCentral
8.
go back to reference Hirahara N, Tajima Y, Fujii Y, Kaji S, Yamamoto T, Hyakudomi R, Taniura T, Miyazaki Y, Kishi T, Kawabata Y. Preoperative Prognostic Nutritional Index Predicts Long-Term Surgical Outcomes in Patients with Esophageal Squamous Cell Carcinoma. World J Surg. 2018;42(7):2199–208.CrossRefPubMed Hirahara N, Tajima Y, Fujii Y, Kaji S, Yamamoto T, Hyakudomi R, Taniura T, Miyazaki Y, Kishi T, Kawabata Y. Preoperative Prognostic Nutritional Index Predicts Long-Term Surgical Outcomes in Patients with Esophageal Squamous Cell Carcinoma. World J Surg. 2018;42(7):2199–208.CrossRefPubMed
9.
go back to reference Minami S, Ogata Y, Ihara S, Yamamoto S, Komuta K. Pretreatment Glasgow prognostic score and prognostic nutritional index predict overall survival of patients with advanced small cell lung cancer. Lung Cancer (Auckland, NZ). 2017;8:249–57. Minami S, Ogata Y, Ihara S, Yamamoto S, Komuta K. Pretreatment Glasgow prognostic score and prognostic nutritional index predict overall survival of patients with advanced small cell lung cancer. Lung Cancer (Auckland, NZ). 2017;8:249–57.
10.
go back to reference Kang Y, Zhu X, Lin Z, Zeng M, Shi P, Cao Y, Chen F. Compare the Diagnostic and Prognostic Value of MLR, NLR and PLR in CRC Patients. Clin lab. 2021;67(9):10.7754. Kang Y, Zhu X, Lin Z, Zeng M, Shi P, Cao Y, Chen F. Compare the Diagnostic and Prognostic Value of MLR, NLR and PLR in CRC Patients. Clin lab. 2021;67(9):10.7754.
11.
go back to reference Cong R, Kong F, Ma J, Li Q, Wu Q, Ma X. Combination of preoperative neutrophil-lymphocyte ratio, platelet-lymphocyte ratio and monocyte-lymphocyte ratio: a superior prognostic factor of endometrial cancer. BMC Cancer. 2020;20(1):464.CrossRefPubMedPubMedCentral Cong R, Kong F, Ma J, Li Q, Wu Q, Ma X. Combination of preoperative neutrophil-lymphocyte ratio, platelet-lymphocyte ratio and monocyte-lymphocyte ratio: a superior prognostic factor of endometrial cancer. BMC Cancer. 2020;20(1):464.CrossRefPubMedPubMedCentral
12.
go back to reference Xiao R, Qin Y, Liu L, Chen Z, Yang B, Xu C, He W, Liu C, Ma L. Development and validation of nomogram based on a novel platelet index score to predict prognosis in patients with renal cell carcinoma. J Cancer. 2021;12(21):6301–9.CrossRefPubMedPubMedCentral Xiao R, Qin Y, Liu L, Chen Z, Yang B, Xu C, He W, Liu C, Ma L. Development and validation of nomogram based on a novel platelet index score to predict prognosis in patients with renal cell carcinoma. J Cancer. 2021;12(21):6301–9.CrossRefPubMedPubMedCentral
13.
go back to reference Liang YJ, Mei XY, Zeng B, Zhang SE, Yang L, Lao XM, Liao GQ. Prognostic role of preoperative D-dimer, fibrinogen and platelet levels in patients with oral squamous cell carcinoma. BMC Cancer. 2021;21(1):122.CrossRefPubMedPubMedCentral Liang YJ, Mei XY, Zeng B, Zhang SE, Yang L, Lao XM, Liao GQ. Prognostic role of preoperative D-dimer, fibrinogen and platelet levels in patients with oral squamous cell carcinoma. BMC Cancer. 2021;21(1):122.CrossRefPubMedPubMedCentral
14.
go back to reference Balkwill F, Mantovani A. Inflammation and cancer: back to Virchow? Lancet (London, England). 2001;357(9255):539–45.CrossRefPubMed Balkwill F, Mantovani A. Inflammation and cancer: back to Virchow? Lancet (London, England). 2001;357(9255):539–45.CrossRefPubMed
16.
go back to reference Mantovani A, Allavena P, Sica A, Balkwill F. Cancer-related inflammation. Nature. 2008;454(7203):436–44.CrossRefPubMed Mantovani A, Allavena P, Sica A, Balkwill F. Cancer-related inflammation. Nature. 2008;454(7203):436–44.CrossRefPubMed
17.
go back to reference Chechlinska M, Kowalewska M, Nowak R. Systemic inflammation as a confounding factor in cancer biomarker discovery and validation. Nat Rev Cancer. 2010;10(1):2–3.CrossRefPubMed Chechlinska M, Kowalewska M, Nowak R. Systemic inflammation as a confounding factor in cancer biomarker discovery and validation. Nat Rev Cancer. 2010;10(1):2–3.CrossRefPubMed
18.
go back to reference Roxburgh CS, McMillan DC. Role of systemic inflammatory response in predicting survival in patients with primary operable cancer. Future oncology. 2010;6(1):149–63.CrossRefPubMed Roxburgh CS, McMillan DC. Role of systemic inflammatory response in predicting survival in patients with primary operable cancer. Future oncology. 2010;6(1):149–63.CrossRefPubMed
20.
go back to reference Heng DY, Xie W, Regan MM, Warren MA, Golshayan AR, Sahi C, Eigl BJ, Ruether JD, Cheng T, North S, et al. Prognostic factors for overall survival in patients with metastatic renal cell carcinoma treated with vascular endothelial growth factor-targeted agents: results from a large, multicenter study. J Clin Oncol. 2009;27(34):5794–9.CrossRefPubMed Heng DY, Xie W, Regan MM, Warren MA, Golshayan AR, Sahi C, Eigl BJ, Ruether JD, Cheng T, North S, et al. Prognostic factors for overall survival in patients with metastatic renal cell carcinoma treated with vascular endothelial growth factor-targeted agents: results from a large, multicenter study. J Clin Oncol. 2009;27(34):5794–9.CrossRefPubMed
21.
go back to reference Hoffmann TK, Dworacki G, Tsukihiro T, Meidenbauer N, Gooding W, Johnson JT, Whiteside TL. Spontaneous apoptosis of circulating T lymphocytes in patients with head and neck cancer and its clinical importance. Clin Cancer Res. 2002;8(8):2553–62.PubMed Hoffmann TK, Dworacki G, Tsukihiro T, Meidenbauer N, Gooding W, Johnson JT, Whiteside TL. Spontaneous apoptosis of circulating T lymphocytes in patients with head and neck cancer and its clinical importance. Clin Cancer Res. 2002;8(8):2553–62.PubMed
22.
go back to reference Jakubowska K, Koda M, Grudzińska M, Kańczuga-Koda L, Famulski W. Monocyte-to-lymphocyte ratio as a prognostic factor in peripheral whole blood samples of colorectal cancer patients. World J Gastroenterol. 2020;26(31):4639–55.CrossRefPubMedPubMedCentral Jakubowska K, Koda M, Grudzińska M, Kańczuga-Koda L, Famulski W. Monocyte-to-lymphocyte ratio as a prognostic factor in peripheral whole blood samples of colorectal cancer patients. World J Gastroenterol. 2020;26(31):4639–55.CrossRefPubMedPubMedCentral
23.
go back to reference Haemmerle M, Stone RL, Menter DG, Afshar-Kharghan V, Sood AK. The Platelet Lifeline to Cancer: Challenges and Opportunities. Cancer Cell. 2018;33(6):965–83.CrossRefPubMedPubMedCentral Haemmerle M, Stone RL, Menter DG, Afshar-Kharghan V, Sood AK. The Platelet Lifeline to Cancer: Challenges and Opportunities. Cancer Cell. 2018;33(6):965–83.CrossRefPubMedPubMedCentral
24.
go back to reference Hamaker ME, Oosterlaan F, van Huis LH, Thielen N, Vondeling A, van den Bos F. Nutritional status and interventions for patients with cancer - A systematic review. J Geriatric Oncol. 2021;12(1):6–21.CrossRef Hamaker ME, Oosterlaan F, van Huis LH, Thielen N, Vondeling A, van den Bos F. Nutritional status and interventions for patients with cancer - A systematic review. J Geriatric Oncol. 2021;12(1):6–21.CrossRef
26.
go back to reference Wu M, Pan Y, Jia Z, Wang Y, Yang N, Mu J, Zhou T, Guo Y, Jiang J, Cao X. Preoperative Plasma Fibrinogen and Serum Albumin Score Is an Independent Prognostic Factor for Resectable Stage II-III Gastric Cancer. Dis Markers. 2019;2019:9060845.CrossRefPubMedPubMedCentral Wu M, Pan Y, Jia Z, Wang Y, Yang N, Mu J, Zhou T, Guo Y, Jiang J, Cao X. Preoperative Plasma Fibrinogen and Serum Albumin Score Is an Independent Prognostic Factor for Resectable Stage II-III Gastric Cancer. Dis Markers. 2019;2019:9060845.CrossRefPubMedPubMedCentral
27.
go back to reference Xu SS, Li S, Xu HX, Li H, Wu CT, Wang WQ, Gao HL, Jiang W, Zhang WH, Li TJ, et al. Haemoglobin, albumin, lymphocyte and platelet predicts postoperative survival in pancreatic cancer. World J Gastroenterol. 2020;26(8):828–38.CrossRefPubMedPubMedCentral Xu SS, Li S, Xu HX, Li H, Wu CT, Wang WQ, Gao HL, Jiang W, Zhang WH, Li TJ, et al. Haemoglobin, albumin, lymphocyte and platelet predicts postoperative survival in pancreatic cancer. World J Gastroenterol. 2020;26(8):828–38.CrossRefPubMedPubMedCentral
28.
go back to reference Morgan TM, Tang D, Stratton KL, Barocas DA, Anderson CB, Gregg JR, Chang SS, Cookson MS, Herrell SD, Smith JA Jr, et al. Preoperative nutritional status is an important predictor of survival in patients undergoing surgery for renal cell carcinoma. Eur Urol. 2011;59(6):923–8.CrossRefPubMedPubMedCentral Morgan TM, Tang D, Stratton KL, Barocas DA, Anderson CB, Gregg JR, Chang SS, Cookson MS, Herrell SD, Smith JA Jr, et al. Preoperative nutritional status is an important predictor of survival in patients undergoing surgery for renal cell carcinoma. Eur Urol. 2011;59(6):923–8.CrossRefPubMedPubMedCentral
29.
go back to reference Jeon HG, Choi DK, Sung HH, Jeong BC, Seo SI, Jeon SS, Choi HY, Lee HM. Preoperative Prognostic Nutritional Index is a Significant Predictor of Survival in Renal Cell Carcinoma Patients Undergoing Nephrectomy. Ann Surg Oncol. 2016;23(1):321–7.CrossRefPubMed Jeon HG, Choi DK, Sung HH, Jeong BC, Seo SI, Jeon SS, Choi HY, Lee HM. Preoperative Prognostic Nutritional Index is a Significant Predictor of Survival in Renal Cell Carcinoma Patients Undergoing Nephrectomy. Ann Surg Oncol. 2016;23(1):321–7.CrossRefPubMed
Metadata
Title
Clinical significance of prognostic nutritional index (PNI)-monocyte-to-lymphocyte ratio (MLR)-platelet (PLT) score on postoperative outcomes in non-metastatic clear cell renal cell carcinoma
Authors
Wenming Ren
Hao Zhang
Li Cheng
Yu Zhang
Chenglin Yang
Liang Nie
Congcong Yang
Peng Yao
Jie Han
Dong Zhuo
Publication date
01-12-2023
Publisher
BioMed Central
Published in
BMC Surgery / Issue 1/2023
Electronic ISSN: 1471-2482
DOI
https://doi.org/10.1186/s12893-023-02001-x

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