Skip to main content
Top
Published in: BMC Gastroenterology 1/2023

Open Access 01-12-2023 | Colorectal Cancer | Research

Prognostic significance of the Naples prognostic score in colorectal cancer patients undergoing curative resection: a propensity score matching analysis

Authors: Atsushi Sugimoto, Tatsunari Fukuoka, Masatsune Shibutani, Hiroaki Kasashima, Kishu Kitayama, Masaichi Ohira, Kiyoshi Maeda

Published in: BMC Gastroenterology | Issue 1/2023

Login to get access

Abstract

Background

Systemic inflammation is recognized as a hallmark of cancer that contributes to tumor development and progression in various malignancies. The Naples prognostic score (NPS) was established as a prognostic indicator for colorectal cancer (CRC). This study aims to examine the predictive value of the NPS for survival in CRC patients undergoing curative resection by a propensity score matching (PSM) analysis.

Methods

A total of 533 CRC patients were enrolled in this study. Overall survival (OS) and disease-free survival (DFS) were compared between high-NPS and low-NPS groups. A time-dependent receiver operator characteristic (ROC) curve analysis was conducted to calculate the area under curve (AUC) of the NPS for OS. A multivariable Cox-proportional hazards regression analysis and PSM analysis were used to identify independent prognostic factors for OS and DFS. We compared the predictive value of the NPS to that of the neutrophil-to-lymphocyte ratio (NLR), lymphocyte-to-monocyte ratio (LMR), platelet-to-lymphocyte ratio (PLR), Onodera prognostic nutritional index (PNI), and controlling nutritional status score (CONUT) for OS.

Results

High-NPS was significantly associated with worse OS and DFS. After PSM, 123 patients were included in each group. A multivariate analysis revealed that Age ≥ 68, ASA-PS ≥ 3, high NPS and undifferentiated tumor type were independently associated with OS, while high NPS, advanced T and N stage were independently associated with DFS after PSM. The NPS had the greatest AUC for OS in comparison to the NLR, LMR, PNI and CONUT.

Conclusions

We successfully validated the prognostic utility of the NPS for CRC patients after curative resection.
Literature
1.
go back to reference Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, Bray F. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2021;71(3):209–49.CrossRefPubMed Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, Bray F. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2021;71(3):209–49.CrossRefPubMed
2.
go back to reference Shida D, Kanemitsu Y, Hamaguchi T, Shimada Y. Introducing the eighth edition of the tumor-node-metastasis classification as relevant to colorectal cancer, anal cancer and appendiceal cancer: a comparison study with the seventh edition of the tumor-node-metastasis and the Japanese Classification of Colorectal, Appendiceal, and Anal Carcinoma. Jpn J Clin Oncol. 2019;49(4):321–8.CrossRefPubMed Shida D, Kanemitsu Y, Hamaguchi T, Shimada Y. Introducing the eighth edition of the tumor-node-metastasis classification as relevant to colorectal cancer, anal cancer and appendiceal cancer: a comparison study with the seventh edition of the tumor-node-metastasis and the Japanese Classification of Colorectal, Appendiceal, and Anal Carcinoma. Jpn J Clin Oncol. 2019;49(4):321–8.CrossRefPubMed
3.
go back to reference Diakos CI, Charles KA, McMillan DC, Clarke SJ. Cancer-related inflammation and treatment effectiveness. Lancet Oncol. 2014;15(11):e493-503.CrossRefPubMed Diakos CI, Charles KA, McMillan DC, Clarke SJ. Cancer-related inflammation and treatment effectiveness. Lancet Oncol. 2014;15(11):e493-503.CrossRefPubMed
4.
go back to reference Yamamoto T, Kawada K, Obama K. Inflammation-related biomarkers for the prediction of prognosis in colorectal cancer patients. Int J Mol Sci. 2021;22(15):8002.CrossRefPubMedPubMedCentral Yamamoto T, Kawada K, Obama K. Inflammation-related biomarkers for the prediction of prognosis in colorectal cancer patients. Int J Mol Sci. 2021;22(15):8002.CrossRefPubMedPubMedCentral
5.
go back to reference Kubo H, Murayama Y, Arita T, Kuriu Y, Nakanishi M, Otsuji E. The prognostic value of preoperative neutrophil-to-lymphocyte ratio in colorectal cancer. World J Surg. 2016;40(11):2796–802.CrossRefPubMed Kubo H, Murayama Y, Arita T, Kuriu Y, Nakanishi M, Otsuji E. The prognostic value of preoperative neutrophil-to-lymphocyte ratio in colorectal cancer. World J Surg. 2016;40(11):2796–802.CrossRefPubMed
6.
go back to reference Chan JC, Chan DL, Diakos CI, Engel A, Pavlakis N, Gill A, Clarke SJ. The lymphocyte-to-monocyte ratio is a superior predictor of overall survival in comparison to established biomarkers of resectable colorectal cancer. Ann Surg. 2017;265(3):539–46.CrossRefPubMed Chan JC, Chan DL, Diakos CI, Engel A, Pavlakis N, Gill A, Clarke SJ. The lymphocyte-to-monocyte ratio is a superior predictor of overall survival in comparison to established biomarkers of resectable colorectal cancer. Ann Surg. 2017;265(3):539–46.CrossRefPubMed
7.
go back to reference Huang X, Cui J, Li X, Liu C, Sun J, Yue J. The decreased platelet-to-lymphocyte ratio could predict a good prognosis in patients with oligometastatic colorectal cancer: a single-center cohort retrospective study. World J Surg Oncol. 2021;19(1):297.CrossRefPubMedPubMedCentral Huang X, Cui J, Li X, Liu C, Sun J, Yue J. The decreased platelet-to-lymphocyte ratio could predict a good prognosis in patients with oligometastatic colorectal cancer: a single-center cohort retrospective study. World J Surg Oncol. 2021;19(1):297.CrossRefPubMedPubMedCentral
8.
go back to reference Mohri Y, Inoue Y, Tanaka K, Hiro J, Uchida K, Kusunoki M. Prognostic nutritional index predicts postoperative outcome in colorectal cancer. World J Surg. 2013;37(11):2688–92.CrossRefPubMed Mohri Y, Inoue Y, Tanaka K, Hiro J, Uchida K, Kusunoki M. Prognostic nutritional index predicts postoperative outcome in colorectal cancer. World J Surg. 2013;37(11):2688–92.CrossRefPubMed
9.
go back to reference Hayama T, Ozawa T, Okada Y, Tsukamoto M, Fukushima Y, Shimada R, Nozawa K, Matsuda K, FujII S, Hashiguchi Y. The pretreatment Controlling Nutritional Status (CONUT) score is an independent prognostic factor in patients undergoing resection for colorectal cancer. Sci Rep. 2020;10(1):13239.CrossRefPubMedPubMedCentral Hayama T, Ozawa T, Okada Y, Tsukamoto M, Fukushima Y, Shimada R, Nozawa K, Matsuda K, FujII S, Hashiguchi Y. The pretreatment Controlling Nutritional Status (CONUT) score is an independent prognostic factor in patients undergoing resection for colorectal cancer. Sci Rep. 2020;10(1):13239.CrossRefPubMedPubMedCentral
10.
go back to reference Galizia G, Lieto E, Auricchio A, Cardella F, Mabilia A, Podzemny V, Castellano P, Orditura M, Napolitano V. Naples prognostic score, based on nutritional and inflammatory status, is an independent predictor of long-term outcome in patients undergoing surgery for colorectal cancer. Dis Colon Rectum. 2017;60(12):1273–84.CrossRefPubMed Galizia G, Lieto E, Auricchio A, Cardella F, Mabilia A, Podzemny V, Castellano P, Orditura M, Napolitano V. Naples prognostic score, based on nutritional and inflammatory status, is an independent predictor of long-term outcome in patients undergoing surgery for colorectal cancer. Dis Colon Rectum. 2017;60(12):1273–84.CrossRefPubMed
11.
go back to reference Pian G, Oh SY. Comparison of nutritional and immunological scoring systems predicting prognosis in T1–2N0 colorectal cancer. Int J Colorectal Dis. 2022;37(1):179–88.CrossRefPubMed Pian G, Oh SY. Comparison of nutritional and immunological scoring systems predicting prognosis in T1–2N0 colorectal cancer. Int J Colorectal Dis. 2022;37(1):179–88.CrossRefPubMed
12.
go back to reference Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373–83.CrossRefPubMed Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373–83.CrossRefPubMed
13.
go back to reference Watanabe T, Itabashi M, Shimada Y, Tanaka S, Ito Y, Ajioka Y, Hamaguchi T, Hyodo I, Igarashi M, Ishida H, et al. Japanese Society for Cancer of the Colon and Rectum (JSCCR) Guidelines 2014 for treatment of colorectal cancer. Int J Clin Oncol. 2015;20(2):207–39.CrossRefPubMedPubMedCentral Watanabe T, Itabashi M, Shimada Y, Tanaka S, Ito Y, Ajioka Y, Hamaguchi T, Hyodo I, Igarashi M, Ishida H, et al. Japanese Society for Cancer of the Colon and Rectum (JSCCR) Guidelines 2014 for treatment of colorectal cancer. Int J Clin Oncol. 2015;20(2):207–39.CrossRefPubMedPubMedCentral
14.
go back to reference Kanda Y. Investigation of the freely available easy-to-use software ‘EZR’ for medical statistics. Bone Marrow Transplant. 2013;48(3):452–8.CrossRefPubMed Kanda Y. Investigation of the freely available easy-to-use software ‘EZR’ for medical statistics. Bone Marrow Transplant. 2013;48(3):452–8.CrossRefPubMed
15.
go back to reference Miyamoto Y, Hiyoshi Y, Daitoku N, Okadome K, Sakamoto Y, Yamashita K, Kuroda D, Sawayama H, Iwatsuki M, Baba Y, et al. Naples prognostic score is a useful prognostic marker in patients with metastatic colorectal cancer. Dis Colon Rectum. 2019;62(12):1485–93.CrossRefPubMed Miyamoto Y, Hiyoshi Y, Daitoku N, Okadome K, Sakamoto Y, Yamashita K, Kuroda D, Sawayama H, Iwatsuki M, Baba Y, et al. Naples prognostic score is a useful prognostic marker in patients with metastatic colorectal cancer. Dis Colon Rectum. 2019;62(12):1485–93.CrossRefPubMed
16.
go back to reference Becher RD, Hoth JJ, Miller PR, Meredith JW, Chang MC. Systemic inflammation worsens outcomes in emergency surgical patients. J Trauma Acute Care Surg. 2012;72(5):1140–9.CrossRefPubMed Becher RD, Hoth JJ, Miller PR, Meredith JW, Chang MC. Systemic inflammation worsens outcomes in emergency surgical patients. J Trauma Acute Care Surg. 2012;72(5):1140–9.CrossRefPubMed
17.
go back to reference Johnstone MS, McMillan DC, Horgan PG, Mansouri D. The relationship between co-morbidity, screen-detection and outcome in patients undergoing resection for colorectal cancer. World J Surg. 2021;45(7):2251–60.CrossRefPubMedPubMedCentral Johnstone MS, McMillan DC, Horgan PG, Mansouri D. The relationship between co-morbidity, screen-detection and outcome in patients undergoing resection for colorectal cancer. World J Surg. 2021;45(7):2251–60.CrossRefPubMedPubMedCentral
18.
go back to reference Nazha B, Moussaly E, Zaarour M, Weerasinghe C, Azab B. Hypoalbuminemia in colorectal cancer prognosis: Nutritional marker or inflammatory surrogate? World J Gastrointest Surg. 2015;7(12):370–7.CrossRefPubMedPubMedCentral Nazha B, Moussaly E, Zaarour M, Weerasinghe C, Azab B. Hypoalbuminemia in colorectal cancer prognosis: Nutritional marker or inflammatory surrogate? World J Gastrointest Surg. 2015;7(12):370–7.CrossRefPubMedPubMedCentral
19.
go back to reference Shin HJ, Roh CK, Son SY, Hoon H, Han SU. Prognostic value of hypocholesterolemia in patients with gastric cancer. Asian J Surg. 2021;44(1):72–9.CrossRefPubMed Shin HJ, Roh CK, Son SY, Hoon H, Han SU. Prognostic value of hypocholesterolemia in patients with gastric cancer. Asian J Surg. 2021;44(1):72–9.CrossRefPubMed
20.
go back to reference Gu X, Gao XS, Qin S, Li X, Qi X, Ma M, Yu H, Sun S, Zhou D, Wang W, et al. Elevated platelet to lymphocyte ratio is associated with poor survival outcomes in patients with colorectal cancer. PLoS ONE. 2016;11(9):e0163523.CrossRefPubMedPubMedCentral Gu X, Gao XS, Qin S, Li X, Qi X, Ma M, Yu H, Sun S, Zhou D, Wang W, et al. Elevated platelet to lymphocyte ratio is associated with poor survival outcomes in patients with colorectal cancer. PLoS ONE. 2016;11(9):e0163523.CrossRefPubMedPubMedCentral
21.
go back to reference Kidani Y, Bensinger SJ. Modulating cholesterol homeostasis to build a better T cell. Cell Metab. 2016;23(6):963–4.CrossRefPubMed Kidani Y, Bensinger SJ. Modulating cholesterol homeostasis to build a better T cell. Cell Metab. 2016;23(6):963–4.CrossRefPubMed
22.
go back to reference Norton SE, Ward-Hartstonge KA, Taylor ES, Kemp RA. Immune cell interplay in colorectal cancer prognosis. World J Gastrointest Oncol. 2015;7(10):221–32.CrossRefPubMedPubMedCentral Norton SE, Ward-Hartstonge KA, Taylor ES, Kemp RA. Immune cell interplay in colorectal cancer prognosis. World J Gastrointest Oncol. 2015;7(10):221–32.CrossRefPubMedPubMedCentral
23.
go back to reference Watt DG, Martin JC, Park JH, Horgan PG, McMillan DC. Neutrophil count is the most important prognostic component of the differential white cell count in patients undergoing elective surgery for colorectal cancer. Am J Surg. 2015;210(1):24–30.CrossRefPubMed Watt DG, Martin JC, Park JH, Horgan PG, McMillan DC. Neutrophil count is the most important prognostic component of the differential white cell count in patients undergoing elective surgery for colorectal cancer. Am J Surg. 2015;210(1):24–30.CrossRefPubMed
24.
go back to reference Kozak MM, von Eyben R, Pai JS, Anderson EM, Welton ML, Shelton AA, Kin C, Koong AC, Chang DT. The prognostic significance of pretreatment hematologic parameters in patients undergoing resection for colorectal cancer. Am J Clin Oncol. 2017;40(4):405–12.CrossRefPubMed Kozak MM, von Eyben R, Pai JS, Anderson EM, Welton ML, Shelton AA, Kin C, Koong AC, Chang DT. The prognostic significance of pretreatment hematologic parameters in patients undergoing resection for colorectal cancer. Am J Clin Oncol. 2017;40(4):405–12.CrossRefPubMed
25.
go back to reference Shibutani M, Maeda K, Nagahara H, Fukuoka T, Nakao S, Matsutani S, Hirakawa K, Ohira M. The peripheral monocyte count is associated with the density of tumor-associated macrophages in the tumor microenvironment of colorectal cancer: a retrospective study. BMC Cancer. 2017;17(1):404.CrossRefPubMedPubMedCentral Shibutani M, Maeda K, Nagahara H, Fukuoka T, Nakao S, Matsutani S, Hirakawa K, Ohira M. The peripheral monocyte count is associated with the density of tumor-associated macrophages in the tumor microenvironment of colorectal cancer: a retrospective study. BMC Cancer. 2017;17(1):404.CrossRefPubMedPubMedCentral
26.
go back to reference Tian S, Chu Y, Hu J, Ding X, Liu Z, Fu D, Yuan Y, Deng Y, Wang G, Wang L, et al. Tumour-associated neutrophils secrete AGR2 to promote colorectal cancer metastasis via its receptor CD98hc-xCT. Gut. 2022;71(12):2489–501.CrossRefPubMed Tian S, Chu Y, Hu J, Ding X, Liu Z, Fu D, Yuan Y, Deng Y, Wang G, Wang L, et al. Tumour-associated neutrophils secrete AGR2 to promote colorectal cancer metastasis via its receptor CD98hc-xCT. Gut. 2022;71(12):2489–501.CrossRefPubMed
27.
go back to reference Laghi L, Bianchi P, Miranda E, Balladore E, Pacetti V, Grizzi F, Allavena P, Torri V, Repici A, Santoro A, et al. CD3+ cells at the invasive margin of deeply invading (pT3–T4) colorectal cancer and risk of post-surgical metastasis: a longitudinal study. Lancet Oncol. 2009;10(9):877–84.CrossRefPubMed Laghi L, Bianchi P, Miranda E, Balladore E, Pacetti V, Grizzi F, Allavena P, Torri V, Repici A, Santoro A, et al. CD3+ cells at the invasive margin of deeply invading (pT3–T4) colorectal cancer and risk of post-surgical metastasis: a longitudinal study. Lancet Oncol. 2009;10(9):877–84.CrossRefPubMed
28.
go back to reference Ke J, Liu XH, Jiang XF, He Z, Xiao J, Zheng B, Chen YF, Cai ZR, Zheng XB, Zou YF, et al. Immune-related gene signature in predicting prognosis of early-stage colorectal cancer patients. Eur J Surg Oncol. 2020;46(10):e62–70.CrossRefPubMed Ke J, Liu XH, Jiang XF, He Z, Xiao J, Zheng B, Chen YF, Cai ZR, Zheng XB, Zou YF, et al. Immune-related gene signature in predicting prognosis of early-stage colorectal cancer patients. Eur J Surg Oncol. 2020;46(10):e62–70.CrossRefPubMed
29.
go back to reference Dienstmann R, Salazar R, Tabernero J. Personalizing colon cancer adjuvant therapy: selecting optimal treatments for individual patients. J Clin Oncol. 2015;33(16):1787–96.CrossRefPubMed Dienstmann R, Salazar R, Tabernero J. Personalizing colon cancer adjuvant therapy: selecting optimal treatments for individual patients. J Clin Oncol. 2015;33(16):1787–96.CrossRefPubMed
Metadata
Title
Prognostic significance of the Naples prognostic score in colorectal cancer patients undergoing curative resection: a propensity score matching analysis
Authors
Atsushi Sugimoto
Tatsunari Fukuoka
Masatsune Shibutani
Hiroaki Kasashima
Kishu Kitayama
Masaichi Ohira
Kiyoshi Maeda
Publication date
01-12-2023
Publisher
BioMed Central
Published in
BMC Gastroenterology / Issue 1/2023
Electronic ISSN: 1471-230X
DOI
https://doi.org/10.1186/s12876-023-02722-6

Other articles of this Issue 1/2023

BMC Gastroenterology 1/2023 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.