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Shimoyama R, Imamura Y, Uryu K, Mase T, Shiragami M, Fujimura Y, Hayashi M, Ohtaki M, Ohtani K, Shinozaki N, Minami H. Inflammation‑based prognostic markers of metastatic pancreatic cancer using real‑world data in Japan: The Tokushukai REAl‑world Data (TREAD) project. Oncol Lett 2024; 27:136. [PMID: 38357476 PMCID: PMC10865166 DOI: 10.3892/ol.2024.14269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Accepted: 01/10/2024] [Indexed: 02/16/2024] Open
Abstract
Inflammation-based prognostic markers based on a combination of blood-based parameters, including the modified Glasgow prognostic score (mGPS), have been associated with clinical outcomes in patients with various types of cancer. The present study aimed to evaluate and compare the accuracy of these previously reported markers in patients with metastatic pancreatic cancer receiving first-line chemotherapy. A total of 846 patients were identified between April 2010 and March 2020 as part of a nationwide real-world study from 46 Tokushukai medical group hospitals in Japan. Blood laboratory data collected within 14 days of starting first-line chemotherapy assessed 17 inflammation-based prognostic markers. Information from patients with no missing data was used to compare the accuracy and performance of the inflammation-based prognostic markers. A total of 487 patients were eligible for this supplemental analysis. The 17 inflammation-based markers demonstrated significant prognostic value. Among them, the concordance rate with overall survival (OS) was highest for mGPS. The median OS time of patients with mGPS 0, 1 and 2 was 8.2, 6.0 and 2.9 months, respectively. Compared with mGPS 0, mGPS 1 and 2 showed hazard ratios of 1.39 (95% confidence interval, 1.07-1.81) and 2.63 (2.00-3.45), respectively. The present real-world data analysis showed that various previously reported inflammation-based markers had significant prognostic value in patients with metastatic pancreatic cancer. Among these markers, the mGPS demonstrated the highest level of accuracy. This trial has been registered in the University Hospital Medical Information Network Clinical Trials Registry as UMIN000050590 on April 1, 2023.
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Affiliation(s)
- Rai Shimoyama
- Department of General Surgery, Shonan Kamakura General Hospital, Kamakura, Kanagawa 247-8533, Japan
| | - Yoshinori Imamura
- Department of Medical Oncology and Hematology, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
| | - Kiyoaki Uryu
- Department of Medical Oncology, Yao Tokushukai General Hospital, Osaka 581-0011, Japan
| | - Takahiro Mase
- Department of Breast Surgery, Ogaki Tokushukai Hospital, Ogaki, Gifu 503-0015, Japan
| | | | | | - Maki Hayashi
- Mirai Iryo Research Center Inc., Tokyo 102-0074, Japan
| | - Megu Ohtaki
- deCult Co., Ltd., Hatsukaichi, Hiroshima 739-0413, Japan
| | - Keiko Ohtani
- deCult Co., Ltd., Hatsukaichi, Hiroshima 739-0413, Japan
| | - Nobuaki Shinozaki
- Department of General Surgery, Shonan Kamakura General Hospital, Kamakura, Kanagawa 247-8533, Japan
| | - Hironobu Minami
- Department of Medical Oncology and Hematology, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
- Cancer Center, Kobe University Hospital, Kobe, Hyogo 650-0017, Japan
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Szor DJ, Roncon Dias A, Pereira MA, Ramos MFKP, Zilberstein B, Cecconello I, Ribeiro U. Neutrophil-lymphocyte ratio is associated with prognosis in patients who underwent potentially curative resection for gastric cancer. J Surg Oncol 2018; 117:851-857. [PMID: 29509963 DOI: 10.1002/jso.25036] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2017] [Accepted: 02/03/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND OBJECTIVES The role of inflammation in cancer development is a well-known phenomenon that may be represented by the neutrophil-lymphocyte ratio (NLR). The present research intends to determine the impact of NLR on the survival outcome of patients with gastric cancer (GC), and to evaluate its use as a stratification factor for the staging groups. METHODS Data regarding clinical characteristics, surgery, pathology, and follow-up were retrospectively collected from our single-center prospective database. Blood samples were obtained before surgery. RESULTS A total of 383 patients (231 males) who underwent gastrectomy with lymphadenectomy were evaluated between 2009 and 2016. NLR established cutoff was 2.44, and patients were divided in NLR ≥2.44 (hNLR) and <2.44 (lNLR). hNLR patients (38.4% of the cases) had lower disease-free survival and overall survival (OS) compared to lNLR patients (P = 0.047 and P = 0.045, respectively). Risk stratification according to NLR value was done in same tumor depth (T4 and <T4), stage (III and <III) and lymph node status (N+ and N-) group of patients. The OS was significantly lower when NLR was high in same tumor depth (P = 0.032) and stage (P = 0.020), but not in same lymph node status patients (P = 0.184). In a multivariate analysis, NLR was an independent factor of worse OS (HR 1.50 95%CI 1.27-4.21, P = 0.048). CONCLUSION A high NLR was an independent risk factor for reduced survival in GC patients submitted to potentially curative resection. Calculating NLR is easily reproducible and may be incorporated in pre-operative evaluation.
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Affiliation(s)
- Daniel José Szor
- Cancer Institute, University of Sao Paulo, Sao Paulo, Sao Paulo, Brazil
| | - Andre Roncon Dias
- Cancer Institute, University of Sao Paulo, Sao Paulo, Sao Paulo, Brazil
| | - Marina A Pereira
- Cancer Institute, University of Sao Paulo, Sao Paulo, Sao Paulo, Brazil
| | | | - Bruno Zilberstein
- Cancer Institute, University of Sao Paulo, Sao Paulo, Sao Paulo, Brazil
| | - Ivan Cecconello
- Cancer Institute, University of Sao Paulo, Sao Paulo, Sao Paulo, Brazil
| | - Ulysses Ribeiro
- Cancer Institute, University of Sao Paulo, Sao Paulo, Sao Paulo, Brazil
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Galvan-Roman JM, Curbelo J, Aspa J. Inflammatory status and prognosis of locally advanced non-small cell lung cancer. J Thorac Dis 2017; 9:2782-2785. [PMID: 29221239 DOI: 10.21037/jtd.2017.08.27] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- José María Galvan-Roman
- Department of Immunology, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria, Instituto Princesa (IIS-IP), Madrid, Spain
| | - José Curbelo
- Department of Internal Medicine, Hospital Universitario de La Princesa, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria, Instituto Princesa (IIS-IP), Madrid, Spain
| | - Javier Aspa
- Department of Pneumology, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria, Instituto Princesa (IIS-IP), Madrid, Spain
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Chua W, Clarke SJ, Charles KA. Systemic inflammation and prediction of chemotherapy outcomes in patients receiving docetaxel for advanced cancer. Support Care Cancer 2011; 20:1869-74. [PMID: 21986674 DOI: 10.1007/s00520-011-1289-3] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2011] [Accepted: 09/26/2011] [Indexed: 10/16/2022]
Abstract
BACKGROUND Inflammatory markers are strong prognostic factors for survival in a variety of cancers. This study aimed to investigate the relationships between known inflammatory markers and their ability to predict overall survival (OS) in patients receiving docetaxel therapy. METHODS Sixty-eight patients with advanced cancer were enrolled in a clinical trial of single agent docetaxel from 2000 to 2002. Inflammation was measured using baseline cytokine concentrations, acute phase reactant proteins and white blood cell counts. The neutrophil/lymphocyte ratio (NLR) and Glasgow Prognostic Score (GPS) were calculated. Associations between inflammatory markers and their predictive value for OS were tested. RESULTS The majority of patients had elevated inflammatory markers (50-70%). Strong inter-relationships were observed between the different inflammatory indices. Only NLR and GPS were independently predictive of OS. A combined NLR and GPS score demonstrated 11 month differences in overall OS between patients with normal and elevated inflammatory status. Normalisation of NLR after three doses of chemotherapy was associated with significant improvement in survival. CONCLUSION This study found that NLR predicts the clinical outcomes for patients with advanced cancer treated with docetaxel. The clinical utilisation of NLR should be validated in a larger patient population to confirm its utility.
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Affiliation(s)
- Wei Chua
- Sydney Cancer Centre, Concord Repatriation General Hospital, Hospital Road, Concord, Sydney, NSW, Australia
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Sharaiha RZ, Halazun KJ, Mirza F, Port JL, Lee PC, Neugut AI, Altorki NK, Abrams JA. Elevated preoperative neutrophil:lymphocyte ratio as a predictor of postoperative disease recurrence in esophageal cancer. Ann Surg Oncol 2011; 18:3362-9. [PMID: 21547702 DOI: 10.1245/s10434-011-1754-8] [Citation(s) in RCA: 261] [Impact Index Per Article: 20.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2010] [Indexed: 12/12/2022]
Abstract
BACKGROUND The prognosis for patients with esophageal cancer is poor, even among those who undergo potentially curative esophagectomy. The neutrophil:lymphocyte ratio (NLR) is hypothesized to reflect the systemic inflammatory response created by a tumor and is possibly predictive of tumor aggressiveness and propensity for metastasis. METHODS We performed a single-center retrospective analysis of esophageal cancer patients who underwent attempted curative esophagectomy at Weill Cornell Medical Center between 1996 and 2009. We collected data on patient demographics, clinical characteristics, and receipt of neoadjuvant treatment. Preoperative blood tests were used to calculate NLR. Elevated NLR was defined a priori as ≥5.0. Logistic regression modeling was performed to analyze characteristics associated with elevated NLR. We conducted Kaplan-Meier analyses and Cox regression modeling to determine estimates and predictors of disease-free and overall survival. RESULTS We identified a total of 295 patients who underwent esophagectomy. The median duration of follow-up was 31 months (interquartile range [IQR] 13-61). There were 56 patients (18.9%) who had elevated NLR preoperatively. Receipt of neoadjuvant therapy was independently associated with high NLR (odds ratio [OR] 2.14, 95% confidence interval [95% CI] 1.02-4.51). In multivariable analyses, elevated NLR was associated with significantly worse disease-free (hazard ratio [HR] 2.26, 95% CI 1.43-3.55) and overall survival (HR 2.31, 95% CI 1.53-3.50). CONCLUSIONS Preoperative NLR is a potential prognostic marker for recurrence and death after esophagectomy. It is unclear whether NLR reflects the degree of inflammatory response to the primary tumor or other patient-specific or tumor characteristics that predispose to recurrence. Further investigation is warranted to clarify the mechanisms explaining the observed associations between elevated NLR and poor outcomes in esophageal cancer.
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Affiliation(s)
- Reem Z Sharaiha
- Department of Medicine, Columbia University Medical Center, New York, NY, USA
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Roxburgh CSD, McMillan DC. Role of systemic inflammatory response in predicting survival in patients with primary operable cancer. Future Oncol 2010; 6:149-63. [PMID: 20021215 DOI: 10.2217/fon.09.136] [Citation(s) in RCA: 703] [Impact Index Per Article: 50.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Disease progression in cancer is dependent on the complex interaction between the tumor and the host inflammatory response. There is substantial evidence in advanced cancer that host factors, such as weight loss, poor performance status and the host systemic inflammatory response, are linked, and the latter is an important tumor-stage-independent predictor of outcome. Indeed, the systemic inflammatory response, as evidenced by an elevated level of C-reactive protein, is now included in the definition of cancer cachexia. This review examines the role of the systemic inflammatory response in predicting survival in patients with primary operable cancer. Approximately 80 studies have evaluated the role of the systemic inflammatory response using biochemical or hematological markers, such as elevated C-reactive protein levels, hypoalbuminemia or increased white cell, neutrophil and platelet counts. Combinations of such factors have been used to derive simple inflammation-based prognostic scores, such as the Glasgow Prognostic Score, the neutrophil:lymphocyte ratio and the platelet:lymphocyte ratio. This review demonstrates that there is now good evidence that preoperative measures of the systemic inflammatory response predict cancer survival, independent of tumor stage, in primary operable cancer. The evidence is particularly robust in colorectal (including liver metastases), gastro-esophageal and renal cancers. As described in this article, measurement of the systemic inflammatory response is simple, reliable and can be clinically incorporated into current staging algorithms. This will provide the clinician with a better prediction of outcome, and therefore better treatment allocation in patients with primary operable cancer. Furthermore, systemic inflammation-based markers and prognostic scores not only identify patients at risk, but also provide well-defined therapeutic targets for future clinical trials.
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Affiliation(s)
- Campbell S D Roxburgh
- University Department of Surgery, Faculty of Medicine - University of Glasgow, Glasgow, UK
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Prognostic factors in patients with non-small cell lung cancer. A critique of the world literature. Lung Cancer 1991. [DOI: 10.1016/0169-5002(91)90009-u] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Murphy DJ, Knaus WA, Lynn J. Study population in SUPPORT: patients (as defined by disease categories and mortality projections), surrogates, and physicians. J Clin Epidemiol 1990; 43 Suppl:11S-28S. [PMID: 2174967 DOI: 10.1016/0895-4356(90)90213-9] [Citation(s) in RCA: 52] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Affiliation(s)
- D J Murphy
- Department of Health Care Sciences, George Washington University Medical Center, Washington, DC
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