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Higashino M, Sugimoto K, Onishi S, Okabe K, Yasuda C, Tadokoro H, Kawata R. Utility of palliative prognostic index and neutrophil-to-lymphocyte ratio in predicting prognosis of end-stage squamous cell carcinoma of head and neck. Head Neck 2024; 46:23-28. [PMID: 37850401 DOI: 10.1002/hed.27549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 09/23/2023] [Accepted: 10/05/2023] [Indexed: 10/19/2023] Open
Abstract
BACKGROUND The purpose of this study was to examine the factors influencing the prognosis of end-stage head and neck squamous cell carcinoma (HNSCC) and to develop a more useful prognostic index. PATIENTS AND METHODS This retrospective observational study included 79 patients with end-stage HNSCC. Patients were grouped by patient factors and prognostic indicators, and overall survival from the start of Best Supportive Care was compared for each group. In addition, overall survival was compared between patients with palliative prognostic index (PPI) ≥6 and neutrophil-to-lymphocyte ratio (NLR) ≥10 and patients with PPI <6 or NLR <10. RESULTS PPI ≥6 and NLR ≥10 were associated with significantly more frequent poor prognoses (p = 0.01 and p = 0.002, respectively). The median survival was 32 days in cases with PPI ≥6 and NLR ≥10, and 64 days for PPI <6 or NLR <10 (p < 0.001). CONCLUSION The combination of PPI and NLR is a useful indicator for predicting the prognosis of patients with end-stage HNSCC.
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Affiliation(s)
- Masaaki Higashino
- Department of Otorhinolaryngology - Head and Neck Surgery, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Kosuke Sugimoto
- School of Medicine, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Shuji Onishi
- School of Medicine, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Kohei Okabe
- School of Medicine, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Chika Yasuda
- Broad-Based Network Medical Center, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Hiroshi Tadokoro
- Broad-Based Network Medical Center, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Ryo Kawata
- Department of Otorhinolaryngology - Head and Neck Surgery, Osaka Medical and Pharmaceutical University, Osaka, Japan
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Nakai M, Kikkawa A, Funahara H, Matsumoto S, Hiraki K. [Evaluation of Prognostic Factors in Patients with Relapse and Unresectable Biliary Tract Cancer, Treated with S-1 after Failure of Gemcitabine]. YAKUGAKU ZASSHI 2022; 142:1021-1029. [PMID: 36047214 DOI: 10.1248/yakushi.21-00231] [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: 11/22/2022]
Abstract
Prognostic factors for patients with relapse and unresectable biliary tract cancer, treated with Tegafur Gimeracil Oteracil Potassium (S-1) after failure of gemcitabine (GEM), are unclear. We searched for prognostic factors in patients with relapse and unresectable biliary tract cancer treated with S-1 after failure of GEM, and investigated the relationship between prognostic factors, and the therapeutic effect of S-1. We retrospectively analyzed data of 33 patients with relapse and unresectable biliary tract cancer treated with S-1 after failure of GEM treatment. Statistically significant prognostic factors were extracted using Cox's proportional hazard model. Data was also collected on prognostic factors prior to the first dose of S-1, final prescription of S-1, and end of treatment. Changes in prognostic factors before the first dose of S-1, at final prescription of S-1, and at the end of treatment were evaluated using the Friedman test. Multivariate analysis identified neutrophil-lymphocyte ratio (NLR) [hazard ratio (HR)=4.599, p=0.004] and prognostic nutritional index (PNI) (HR=4.985, p=0.004) as independent poor prognostic factors for overall survival. Regarding the relationship between the therapeutic effect and prognostic factors, a significant change was observed in the change in PNI value from first administration of S-1 to the end of treatment (p=0.002). NLR and PNI are suggested to be prognostic factors in patients with relapse and unresectable biliary tract cancer, treated with S-1 after failure of GEM. Changes in PNI from the start of administration of S-1 may be related to therapeutic efficacy.
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Affiliation(s)
- Masato Nakai
- Department of Pharmacy, Hiroshima City Hiroshima Citizens Hospital
| | - Akiyoshi Kikkawa
- Department of Pharmacy, Hiroshima City Funairi Citizens Hospital
| | - Hiroko Funahara
- Department of Pharmacy, Hiroshima City Hiroshima Citizens Hospital
| | - Shunji Matsumoto
- Department of Pharmacy, Hiroshima City Hiroshima Citizens Hospital
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Yu Y, Tan D, Liao C, Yang P, Hu Z, Liang H. Neutrophil‑to‑lymphocyte ratio as a prognostic predictor for patients with cancer treated with stereotactic body radiation therapy: A meta‑analysis. Mol Clin Oncol 2022; 16:98. [PMID: 35400123 PMCID: PMC8985072 DOI: 10.3892/mco.2022.2531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 02/21/2022] [Indexed: 11/17/2022] Open
Abstract
Stereotactic body radiation therapy (SBRT) is effective for the treatment of cancer. Neutrophil-to-lymphocyte ratio (NLR) is a common prognostic factor in predicting survival of patients with cancer. Previous studies have reported that NLR may be able to predict survival of patients with cancer treated with SBRT; however, the results are inconsistent. Therefore, the present study performed a meta-analysis to pool the data of prognostic prediction using NLR for patients with cancer who underwent SBRT. PubMed, Google Scholar, Embase and The Cochrane Library were used to search for articles published before October 2020. Pooled hazard radios (HRs) with 95% confidence intervals (CIs) were used to evaluate the association of NLR levels with patient outcome following SBRT. The primary endpoint was overall survival (OS). Subgroup analyses were used to detect sources of heterogeneity. Publication bias was assessed by Egger's test and Begg's test. A total of nine studies involving 1,010 participants were included in the present meta-analysis. Univariate and multivariate analyses revealed that elevated NLR predicted a worse outcome for OS (HR, 1.35; 95% CI, 1.22-1.49; P<0.001 and HR, 1.29; 95% CI, 1.16-1.44; P<0.001, respectively), regardless of pre- and post-treatment groups. Subgroup analysis demonstrated that the prospective group showed more significant heterogeneity (I2=57.7%; P=0.124) than the retrospective group (I2=0%) and overall (I2=47.5%). In conclusion, both pre- and post-SBRT elevated NLRs were revealed to be independently associated with poor survival in patients with cancer who received SBRT.
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Affiliation(s)
- Yipin Yu
- Graduate School, Hunan University of Chinese Medicine, Changsha, Hunan 410208, P.R. China
| | - Duoting Tan
- Graduate School, Hunan University of Chinese Medicine, Changsha, Hunan 410208, P.R. China
| | - Can Liao
- Graduate School, Hunan University of Chinese Medicine, Changsha, Hunan 410208, P.R. China
| | - Pei Yang
- Key Laboratory of Translational Radiation Oncology, Hunan Cancer Hospital, Changsha, Hunan 410007, P.R. China
| | - Zhixi Hu
- Hunan Provincial Key Laboratory of TCM Diagnostics, Hunan University of Chinese Medicine, Changsha, Hunan 410208, P.R. China
| | - Hao Liang
- Hunan Provincial Key Laboratory of TCM Diagnostics, Hunan University of Chinese Medicine, Changsha, Hunan 410208, P.R. China
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Lecot P, Ardin M, Dussurgey S, Alcazer V, Moudombi L, Pereira Abrantes M, Hubert M, Swalduz A, Hernandez‐Vargas H, Viari A, Caux C, Michallet M. Gene signature of circulating platelet‐bound neutrophils is associated with poor prognosis in cancer patients. Int J Cancer 2022; 151:138-152. [PMID: 35253899 PMCID: PMC9311065 DOI: 10.1002/ijc.33991] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 02/08/2022] [Accepted: 02/17/2022] [Indexed: 11/15/2022]
Abstract
Beyond their critical role in hemostasis, platelets physically interact with neutrophils to form neutrophil‐platelet aggregates (NPAs), enhancing neutrophil effector functions during inflammation. NPAs may also promote disease worsening in various inflammatory diseases. However, characterization of NPAs in cancer remains totally unexplored. Using ImageStreamX (ISX) imaging flow cytometer, we were not only allowed able to detect CD15+ CD14− CD36+ ITGA2B+ NPAs in both healthy donors' (HDs) and cancer patients' bloods, but we also showed that NPAs result from the binding of platelets preferentially to low‐density neutrophils (LDNs) as opposed to normal‐density neutrophils (NDNs). By reanalyzing two independent public scRNAseq data of whole blood leukocytes from cancer patients and HDs, we could identify a subset of neutrophils with high platelet gene expression that may correspond to NPAs. Moreover, we showed that cancer patients' derived NPAs possessed a distinct molecular signature compared to the other neutrophil subsets, independently of platelet genes. Gene ontology (GO) term enrichment analysis of this NPAs‐associated neutrophil transcriptomic signature revealed a significant enrichment of neutrophil degranulation, chemotaxis and trans‐endothelial migration GO terms. Lastly, using The Cancer Genome Atlas (TCGA), we could show by multivariate Cox analysis that the NPAs‐associated neutrophil transcriptomic signature was associated with a worse patient prognosis in several cancer types. These results suggest that neutrophils from NPAs are systemically primed by platelets empowering them with cancer progression capacities once at tumor site. NPAs may therefore hold clinical utility as novel noninvasive blood prognostic biomarker in cancer patients with solid tumors.
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Affiliation(s)
- Pacôme Lecot
- TERI (Tumor Escape, Resistance and Immunity) Department, Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286 Lyon France
| | - Maude Ardin
- TERI (Tumor Escape, Resistance and Immunity) Department, Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286 Lyon France
| | - Sébastien Dussurgey
- Université de Lyon, SFR Biosciences, ENS de Lyon, Inserm US8, CNRS UMS3444, UCBL ‐ 50 Avenue Tony Garnier Lyon France
| | - Vincent Alcazer
- TERI (Tumor Escape, Resistance and Immunity) Department, Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286 Lyon France
| | - Lyvia Moudombi
- TERI (Tumor Escape, Resistance and Immunity) Department, Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286 Lyon France
| | - Manuela Pereira Abrantes
- TERI (Tumor Escape, Resistance and Immunity) Department, Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286 Lyon France
| | - Margaux Hubert
- TERI (Tumor Escape, Resistance and Immunity) Department, Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286 Lyon France
| | - Aurélie Swalduz
- Department of Lung and Thoracic Medical Oncology Centre Léon Bérard Lyon France
| | - Hector Hernandez‐Vargas
- TERI (Tumor Escape, Resistance and Immunity) Department, Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286 Lyon France
| | - Alain Viari
- Synergie Lyon Cancer, Plateforme de Bio‐informatique ‘Gilles Thomas’ Lyon France
| | - Christophe Caux
- TERI (Tumor Escape, Resistance and Immunity) Department, Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286 Lyon France
| | - Marie‐Cécile Michallet
- TERI (Tumor Escape, Resistance and Immunity) Department, Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286 Lyon France
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Cunha GDC, Rosa KSDC, Wiegert EVM, de Oliveira LC. Clinical Relevance and Prognostic Value of Inflammatory Biomarkers: A prospective Study in Terminal Cancer Patients Receiving Palliative Care. J Pain Symptom Manage 2021; 62:978-986. [PMID: 33895281 DOI: 10.1016/j.jpainsymman.2021.04.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 04/14/2021] [Accepted: 04/15/2021] [Indexed: 02/07/2023]
Abstract
CONTEXT Inflammatory biomarkers have prognostic value in cancer patients, but the feasibility of their use with terminal cancer patients and the related cutoff points are poorly explored. OBJECTIVES To describe the percentiles values of inflammatory biomarkers; to identify their cutoff points in relation to death; and to determine the prognostic value of C-reactive protein (CRP), leukocytes, neutrophils, neutrophil/lymphocyte ratio (NLR), CRP/albumin ratio (CAR), and modified Glasgow Prognostic Score for death within 90 days, in terminal cancer patients receiving palliative care. METHODS Prospective cohort study that included patients who received palliative care at the Palliative Care Unit of the National Cancer Institute (Brazil) between October 2019 and March 2020. Receiver operating characteristic curves were used to identify the optimal cutoff points of the inflammatory biomarkers for the prediction of death in 90 days. Kaplan-Meier curves and Cox regression were used to verify the prognostic value of these cutoff points and concordance statistic (C-statistic) was used to test their predictive accuracy. RESULTS A total 205 patients (mean age: 62.5 years; female: 59%) were included in the study. The optimal cutoff points were CRP ≥6.7mg/L, CAR ≥2.0, leukocytes ≥9300/μL, neutrophils ≥7426/μL and NLR ≥6.0. All biomarkers showed prognostic value and good predictive accuracy when their cutoff points were used, especially CAR, which presented excellent discrimination power (C-statistic: 0.80). CONCLUSION The inflammatory biomarkers analyzed are independent predictive factors for death within 90 days in terminal cancer patients. CAR appears to be the most useful parameter for predicting survival in these patients.
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Affiliation(s)
- Gabriella da Costa Cunha
- Palliative Care Unit, National Cancer Institute José Alencar Gomes da Silva (INCA), Rio de Janeiro, Brazil
| | - Karla Santos da Costa Rosa
- Palliative Care Unit, National Cancer Institute José Alencar Gomes da Silva (INCA), Rio de Janeiro, Brazil
| | | | - Livia Costa de Oliveira
- Palliative Care Unit, National Cancer Institute José Alencar Gomes da Silva (INCA), Rio de Janeiro, Brazil.
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Predictive Roles of HER2 Gene Amplification and Neutrophil-to-Lymphocyte Ratio on Survival in HER2-Positive Advanced Gastric Cancer Treated With Trastuzumab-Based Chemotherapy. Am J Clin Oncol 2021; 44:232-238. [PMID: 33710139 DOI: 10.1097/coc.0000000000000810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Trastuzumab is used as an agent against human epidermal growth factor receptor 2 (HER2)-positive advanced gastric cancer (AGC). The aim of this study was to determine how HER2 gene amplification and neutrophil-to-lymphocyte ratio (NLR) could predict long-term survival in AGC patients that underwent trastuzumab-based chemotherapy. METHODS We retrospectively reviewed medical records of 112 patients between 28 and 91 years old (median of 66 y) with AGC treated with first-line trastuzumab-based chemotherapy. The level of HER2 gene amplification was determined by the HER2/centromere enumerator probe 17 (CEP17) ratio and HER2 gene copy number (GCN). NLR was calculated as the neutrophil count divided by the lymphocyte counts. RESULTS Median HER2/CEP17 ratio, HER2 GCN, and NLR values were 2.85, 7.1, and 2.81, respectively. Objective response rate in both high HER2/CEP17 ratio (59.4% vs. 28.1%, P=0.012) and HER2 GCN groups (62.1% vs. 33.3%, P=0.032) was higher than that of each group. High NLR correlated with significantly worse median overall survival (OS) (median OS, 8.2 vs. 18.9 mo, P=0.002) and progression free survival (PFS) (median PFS: 5.1 vs. 8.0 mo, P=0.005). However, median OS and PFS were not significantly different according to HER2/CEP17 ratio or HER2 GCN. In the multivariate analysis, high NLR, Eastern Cooperative Group performance status, and poorly differentiated/signet ring cell type were independent factors for OS. CONCLUSIONS NLR was a significant predictor of long-term survival in AGC patients treated with first-line trastuzumab-based chemotherapy. Future validation of prospective trials with larger patient populations will be needed.
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Koyama N, Matsumura C, Shitashimizu Y, Sako M, Kurosawa H, Nomura T, Eguchi Y, Ohba K, Yano Y. The role of EORTC QLQ-C15-PAL scores and inflammatory biomarkers in predicting survival in terminally ill patients with cancer. BMC Cancer 2021; 21:304. [PMID: 33757453 PMCID: PMC7988985 DOI: 10.1186/s12885-021-08049-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 03/16/2021] [Indexed: 01/19/2023] Open
Abstract
Background The clinical use of patient-reported outcomes as compared to inflammatory biomarkers for predicting cancer survival remains a challenge in palliative care settings. We evaluated the role of the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire Core 15 Palliative scores (EORTC QLQ-C15-PAL) and the inflammatory biomarkers C-reactive protein (CRP), albumin (Alb), and neutrophil-lymphocyte ratio (NLR) for survival prediction in patients with advanced cancer. Methods This was an observational study in terminally ill patients with cancer hospitalized in a palliative care unit between June 2018 and December 2019. Patients’ data collected at the time of hospitalization were analyzed. Cox regression was performed to examine significant factors influencing survival. A receiver operating characteristic (ROC) analysis was performed to estimate cut-off values for predicting survival within 3 weeks, and a log-rank test was performed to compare survival curves between groups divided by the cut-off values. Results Totally, 130 patients participated in the study. Cox regression suggested that the QLQ-C15-PAL dyspnea and fatigue scores and levels of CRP, Alb, and NLR were significantly associated with survival time, and cut-off values were 66.67, 66.67, 3.0 mg/dL, 2.5 g/dL, and 8.2, respectively. The areas under ROC curves of these variables were 0.6–0.7. There were statistically significant differences in the survival curves between groups categorized using each of these cut-off values (p < .05 for all cases). Conclusion Our findings suggest that the assessment of not only objective indicators for the systemic inflammatory response but also patient-reported outcomes using EORTC QLQ-C15-PAL is beneficial for the prediction of short-term survival in terminally ill patients with cancer. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-08049-3.
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Affiliation(s)
- Nanako Koyama
- Education and Research Center for Clinical Pharmacy, Kyoto Pharmaceutical University, 5-Nakauchi-cho, Misasagi, Yamashina-ku, Kyoto, 607-8414, Japan
| | - Chikako Matsumura
- Education and Research Center for Clinical Pharmacy, Kyoto Pharmaceutical University, 5-Nakauchi-cho, Misasagi, Yamashina-ku, Kyoto, 607-8414, Japan
| | - Yoshihiro Shitashimizu
- Education and Research Center for Clinical Pharmacy, Kyoto Pharmaceutical University, 5-Nakauchi-cho, Misasagi, Yamashina-ku, Kyoto, 607-8414, Japan
| | - Morito Sako
- Department of Pharmacy, Tachibana Medical Corporation Higashisumiyoshi-Morimoto Hospital, Osaka, Japan
| | - Hideo Kurosawa
- Department of Pharmacy, Tachibana Medical Corporation Higashisumiyoshi-Morimoto Hospital, Osaka, Japan
| | - Takehisa Nomura
- Department of Pharmacy, Tachibana Medical Corporation Higashisumiyoshi-Morimoto Hospital, Osaka, Japan
| | - Yuki Eguchi
- Palliative Care Unit, Tachibana Medical Corporation Higashisumiyoshi-Morimoto Hospital, Osaka, Japan
| | - Kazuki Ohba
- Department of Palliative Care, Tachibana Medical Corporation Higashisumiyoshi-Morimoto Hospital, Osaka, Japan
| | - Yoshitaka Yano
- Education and Research Center for Clinical Pharmacy, Kyoto Pharmaceutical University, 5-Nakauchi-cho, Misasagi, Yamashina-ku, Kyoto, 607-8414, Japan.
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Prognostic value of neutrophil/lymphocyte ratio and mean platelet volume/platelet ratio for 1-year mortality in critically ill patients. Sci Rep 2020; 10:21513. [PMID: 33299038 PMCID: PMC7726551 DOI: 10.1038/s41598-020-78476-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 11/25/2020] [Indexed: 02/06/2023] Open
Abstract
Several studies have reported that the neutrophil to lymphocyte ratio (NLR) and mean platelet volume (MPV) are associated with poor prognosis. This study investigated whether NLR and/or the MPV/platelet ratio could function as predictive markers of mortality in critically ill patients. We retrospectively reviewed 1,154 patients admitted to the intensive care unit (ICU) between January 2017 and December 2017. Patients were divided into 2 groups according to 1-year mortality. We compared the NLR and MPV/platelet ratio on each day of ICU admission. Patients were classified into tertiles based on their NLR and MPV/platelet ratios, and the incidence of 1-year mortality was compared. Kaplan-Meier survival curves were plotted to evaluate their potential as prognostic factors for 1-year mortality. The NLR and MPV/platelet ratio were higher in the non-survivor group than in the survivor group. The incidence of 1-year mortality was the highest in the third tertile for both the NLR and MPV/platelet ratio. The MPV/platelet ratio was an independent predictor for 1-year mortality based on the Kaplan-Meier survival analysis. Our data showed that the MPV/platelet ratio is a predictive factor for 1-year mortality in critically ill patients.
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Donate-Moreno MJ, Lorenzo-Sánchez MV, Díaz de Mera-Sánchez Migallón I, Herraiz-Raya L, Esper-Rueda JA, Legido-Gómez O, Rico-Marco S, Salinas-Sánchez AS. Inflammatory markers as prognostic factors in metastatic castration-resistant prostate cancer. Actas Urol Esp 2020; 44:692-700. [PMID: 33010988 DOI: 10.1016/j.acuro.2020.08.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Revised: 06/23/2020] [Accepted: 08/10/2020] [Indexed: 01/04/2023]
Abstract
INTRODUCTION Inflammatory markers have prognostic value in various tumors due to the role of inflammatory phenomena at different stages of tumor development. The aim of this study is to demonstrate the prognostic value of these markers, as well as other clinical and analytical variables in patients with metastatic castration-resistant prostate cancer (mCRPC). MATERIAL AND METHODS Prospective cohort study carried out on 80 patients diagnosed with mCRPC. Clinical and analytical data were collected, and the following inflammatory markers were estimated: Absolute Neutrophil Count (ANC), Neutrophil-Lymphocyte Ratio (NLR), Total Platelet Count (TPC), Platelet-Lymphocyte Ratio (PLR), Lymphocyte-Monocyte Ratio (LMR) and Systemic Inflammation Index (SII). The values of albumin, hemoglobin (Hb), alkaline phosphatase (ALP) and lactate dehydrogenase (LDH) were also determined. RESULTS Patients with ANC>7500, NLR>3, PLR>150, LMR>3 and/or SII>535,000, presented significantly lower median survival time than the remaining patients, and TPC was the only marker which did not show a significant association. Moreover, NLR, PLR and SII were inversely correlated with survival time. Patients with hypoalbuminemia, anemia, and elevated LDH values had significantly lower median survival time. Albumin and hemoglobin were directly correlated to overall survival time. The need for analgesia was also associated with shorter survival. CONCLUSION The values of certain inflammatory markers are associated with shorter survival time in patients with mCRPC, and their use in clinical practice can be considered to evaluate the prognosis and estimate survival.
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Affiliation(s)
- M J Donate-Moreno
- Servicio de Urología, Complejo Hospitalario Universitario de Albacete, Albacete, España
| | - M V Lorenzo-Sánchez
- Facultad de Medicina de Albacete, Departamento de Ciencias Médicas, Área de Urología, Universidad de Castilla La Mancha, Albacete, España
| | | | - L Herraiz-Raya
- Servicio de Urología, Complejo Hospitalario Universitario de Albacete, Albacete, España
| | - J A Esper-Rueda
- Servicio de Urología, Complejo Hospitalario Universitario de Albacete, Albacete, España
| | - O Legido-Gómez
- Servicio de Urología, Complejo Hospitalario Universitario de Albacete, Albacete, España
| | - S Rico-Marco
- Servicio de Urología, Complejo Hospitalario Universitario de Albacete, Albacete, España
| | - A S Salinas-Sánchez
- Servicio de Urología, Complejo Hospitalario Universitario de Albacete, Albacete, España.
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Cancer cachexia: Comparing diagnostic criteria in patients with incurable cancer. Nutrition 2020; 79-80:110945. [DOI: 10.1016/j.nut.2020.110945] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2019] [Revised: 07/01/2020] [Accepted: 07/13/2020] [Indexed: 02/06/2023]
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Acute palliative care unit-initiated interventions for advanced cancer patients at the end of life: prediction of impending death based on Glasgow Prognostic Score. Support Care Cancer 2020; 29:1557-1564. [PMID: 32734391 DOI: 10.1007/s00520-020-05638-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 07/16/2020] [Indexed: 10/23/2022]
Abstract
PURPOSE Unexpected death occurred in an unexpectedly high proportion of advanced cancer patients in the acute palliative care unit (APCU) setting and associated with fewer signs of impending death. Recognition of patients at high risk of approaching death, especially immediately after admitting APCU among clinicians, can improve the end-of-life trajectory. Our objective was accurate prognostication within a few days of admission. METHODS Patients admitted to an APCU of the NTT Medical Center Tokyo, Tokyo, Japan, between April 2009 and December 2016 were retrospectively examined. The Glasgow Prognostic Score (GPS) was optimized with concomitant neutrophilia, lymphocytopenia, thrombocytopenia, anemia, and monocytosis. Kaplan-Meier survival curves were estimated, and independent predictors for 3-day mortality were identified using univariate and multivariate analyses. The sensitivity, specificity, and likelihood ratios (LRs) associated with imminent death were also assessed. RESULTS Nine hundred ninety-one patients were included; 52.9% was male. The median age was 72 years. The median survival was 13 days (IQ range 6 to 26), and 11.7% died within 3 days of admission. Significant difference in survival with a GPS of 2 was observed in GPS optimized with concomitant thrombocytopenia, and it was the only significant predictor associated with 3-day mortality (p = 0.004), which had high specificity (> 95%) and high positive LR (> 5). CONCLUSION The prognostic value of the GPS was enhanced by adding thrombocytopenia. The concurrent use of the GPS and platelet count improved the prognostication of limited time of survival and could assist in the personal and clinical decisions for advanced cancer patients.
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El Said AM, Fayed AM, El-Reweny EM. Comparative study between complete blood picture indices and presepsin as early prognostic markers in septic shock patients. EGYPTIAN JOURNAL OF ANAESTHESIA 2020. [DOI: 10.1080/11101849.2020.1789403] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Affiliation(s)
- Ahmed M. El Said
- Department of Critical Care Medicine, Alexandria Armed Forces Hospital, Alexandria, Egypt
| | - Akram M. Fayed
- Department of Critical Care Medicine, Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Ehab M. El-Reweny
- Department of Critical Care Medicine, Faculty of Medicine, Alexandria University, Alexandria, Egypt
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Silva TH, Peres WAF, Rosa KSDC, Schilithz AOC, de Oliveira LC, Murad LB. Advanced Stage of Disease and Systemic Inflammation as Factors Associated With Referral of Patients With Colorectal Cancer to a Palliative Care Unit. Am J Hosp Palliat Care 2020; 37:859-865. [PMID: 32031005 DOI: 10.1177/1049909120902789] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE To identify factors associated with referral to an exclusive palliative care unit (PCU) in patients with colorectal cancer (CRC). METHODS Retrospective cohort study with patients having CRC of both sexes treated at a hospital unit, aged ≥20 years. Data were extracted from the medical records of pretreatment patients between January 2008 and August 2014. The outcome was referral to the PCU within 5 years. Logistic regression analyses were performed to assess whether sociodemographic, clinical, nutritional, and biochemistry data were associated to referral, generating odds ratios (OR), and 95% confidence intervals (CI). RESULTS Four hundred fifteen patients were evaluated. The Patient-Generated Subjective Global Assessment demonstrated a prevalence of malnutrition of 57.3%. One hundred one (24.3%) patients were referred to the PCU after 16.3 months (interquartile range: 7.2-33.5). These patients were more likely to be at an advanced stage of the disease and have malnutrition and exacerbated systemic inflammation. Tumor stage III and IV (OR: 2.05; 95% CI: 1.12-3.76) and neutrophil-to-lymphocyte ratio (NLR) ≥3 (OR: 1.89; 95% CI: 1.12-3.17) were predictors of an increased chance of referral to the PCU. CONCLUSION Advanced disease stage and NLR were associated with referral of patients with CCR to a PCU.
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Affiliation(s)
- Thiago Huaytalla Silva
- National Cancer Institute José Alencar Gomes da Silva, Rio de Janeiro, Brazil .,Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
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Lecot P, Sarabi M, Pereira Abrantes M, Mussard J, Koenderman L, Caux C, Bendriss-Vermare N, Michallet MC. Neutrophil Heterogeneity in Cancer: From Biology to Therapies. Front Immunol 2019; 10:2155. [PMID: 31616408 PMCID: PMC6764113 DOI: 10.3389/fimmu.2019.02155] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Accepted: 08/28/2019] [Indexed: 12/12/2022] Open
Abstract
Neutrophils have been extensively described in the pathophysiology of autoimmune and infectious diseases. Accumulating evidence also suggests the important role of neutrophils in cancer progression through their interaction with cancer and immune cells in blood and in the tumor microenvironment (TME). Most studies have described neutrophils as key drivers of cancer progression, due to their involvement in various tumor promoting functions including proliferation, aggressiveness, and dissemination, as well as in immune suppression. However, such studies were focusing on late-stages of tumorigenesis, in which chronic inflammation had already developed. The role of tumor-associated neutrophils (TANs) at early stages of tumor development remains poorly described, though recent findings indicate that early-stage TANs may display anti-tumor properties. Beyond their role at tumor site, evidence supported by NLR retrospective studies and functional analyses suggest that blood neutrophils could also actively contribute to tumorigenesis. Hence, it appears that the phenotype and functions of neutrophils vary greatly during tumor progression, highlighting their heterogeneity. The origin of pro- or anti-tumor neutrophils is generally believed to arise following a change in cell state, from resting to activated. Moreover, the fate of neutrophils may also involve distinct differentiation programs yielding various subsets of pro or anti-tumor neutrophils. In this review, we will discuss the current knowledge on neutrophils heterogeneity across different tissues and their impact on tumorigenesis, as well as neutrophil-based therapeutic strategies that have shown promising results in pre-clinical studies, paving the way for the design of neutrophil-based next generation immunotherapy.
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Affiliation(s)
- Pacôme Lecot
- Department of Immunity, Virus, and Inflammation (IVI), Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, University of Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Lyon, France
| | - Matthieu Sarabi
- Department of Immunity, Virus, and Inflammation (IVI), Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, University of Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Lyon, France
| | - Manuela Pereira Abrantes
- Department of Immunity, Virus, and Inflammation (IVI), Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, University of Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Lyon, France
| | - Julie Mussard
- Department of Immunity, Virus, and Inflammation (IVI), Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, University of Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Lyon, France
| | - Leo Koenderman
- Department of Respiratory Medicine and Center of Translational Immunology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Christophe Caux
- Department of Immunity, Virus, and Inflammation (IVI), Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, University of Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Lyon, France
| | - Nathalie Bendriss-Vermare
- Department of Immunity, Virus, and Inflammation (IVI), Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, University of Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Lyon, France
| | - Marie-Cécile Michallet
- Department of Immunity, Virus, and Inflammation (IVI), Centre de Recherche en Cancérologie de Lyon, Centre Léon Bérard, University of Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Lyon, France
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15
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Vano YA, Oudard S, By MA, Têtu P, Thibault C, Aboudagga H, Scotté F, Elaidi R. Optimal cut-off for neutrophil-to-lymphocyte ratio: Fact or Fantasy? A prospective cohort study in metastatic cancer patients. PLoS One 2018; 13:e0195042. [PMID: 29624591 PMCID: PMC5889159 DOI: 10.1371/journal.pone.0195042] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Accepted: 03/08/2018] [Indexed: 01/04/2023] Open
Abstract
This study assessed the prognostic value of pre-treatment neutrophil-to-lymphocyte ratio (NLR) in patients with metastatic solid tumors. Clinical and biological data for patients with metastatic solid tumors treated in an oncology outpatient department and prospectively followed by a call center (PROCHE program) between January 2008 and December 2011 were analyzed. All patients with an NLR value within 28 days before the first cycle of first-line of chemotherapy were included (cohort 1). To assess influence of chemotherapy line on NLR prognostic value, data from patients treated with later chemotherapy lines were also analyzed (cohort 2). Adjusted multivariate Cox regressions with or without non-linear and time-dependent effects were performed. Optimal NLR cut-off was investigated by time-dependent sensitivity analysis using several indices. There were 317 and 134 patients in cohorts 1 and 2, respectively. Elevated NLR was associated with worse survival (hazard ratio [HR] for death, 1.35 [95% confidence interval 1.19-1.54]; p<0.0001). The optimal NLR cut-off in cohort 1 was dependent on index used and time of assessment: HR values were non-significant at a cut-off of 3.0 (1.34 [0.99-1.32], but significant when the cut-off was 4.0 (1.53 [1.11-2.10]). NLR was linearly related to mortality risk; in subgroup analysis, no significant interaction was found with co-variables or tumor localization overall (cohorts 1+2). Pre-treatment NLR is a useful prognostic tool in patients with metastatic solid tumors, irrespective of primary tumor site, chemotherapy line, age, gender and performance status. However, using an NLR cut-off value for clinical decision-making requires extreme caution.
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Affiliation(s)
- Yann-Alexandre Vano
- Department of Oncology, Hôpital Européen Georges Pompidou, Paris, France
- University of Paris 5 Descartes, Paris, France
- Cancer Immune control and Escape, UMRS1138, Cordeliers Research Center, Paris, France
- * E-mail:
| | - Stéphane Oudard
- Department of Oncology, Hôpital Européen Georges Pompidou, Paris, France
- University of Paris 5 Descartes, Paris, France
- Angiogenesis and Immunotherapy laboratory, PARCC, INSERM U970, team 10, Paris, France
| | - Marie-Agnès By
- Department of Oncology, Centre Hospitalier Universitaire Bretonneau, Tours, France
| | - Pauline Têtu
- Department of Oncology, Hôpital Européen Georges Pompidou, Paris, France
- University of Paris 5 Descartes, Paris, France
| | - Constance Thibault
- Department of Oncology, Hôpital Européen Georges Pompidou, Paris, France
- University of Paris 5 Descartes, Paris, France
| | - Hail Aboudagga
- University of Paris 5 Descartes, Paris, France
- Department of Pharmacy, Hôpital Européen Georges Pompidou, Paris, France
| | - Florian Scotté
- Department of Oncology, Hôpital Européen Georges Pompidou, Paris, France
- University of Paris 5 Descartes, Paris, France
| | - Reza Elaidi
- Association pour la Recherche de Thérapeutiques Innovantes en Cancérologie, Department of Oncology, Hôpital Européen Georges Pompidou, Paris, France
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Mei Z, Shi L, Wang B, Yang J, Xiao Z, Du P, Wang Q, Yang W. Prognostic role of pretreatment blood neutrophil-to-lymphocyte ratio in advanced cancer survivors: A systematic review and meta-analysis of 66 cohort studies. Cancer Treat Rev 2017; 58:1-13. [PMID: 28602879 DOI: 10.1016/j.ctrv.2017.05.005] [Citation(s) in RCA: 196] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2017] [Revised: 05/15/2017] [Accepted: 05/18/2017] [Indexed: 12/13/2022]
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17
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Li N, Tian GW, Wang Y, Zhang H, Wang ZH, Li G. Prognostic Role of the Pretreatment C-Reactive Protein/Albumin Ratio in Solid Cancers: A Meta-Analysis. Sci Rep 2017; 7:41298. [PMID: 28128229 PMCID: PMC5269668 DOI: 10.1038/srep41298] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Accepted: 12/19/2016] [Indexed: 01/11/2023] Open
Abstract
The C-reactive protein/albumin ratio (CAR) has been shown to play a significant prognostic role in several cancers. We aimed to comprehensively explore the potential role of the CAR as a prognostic indicator in solid cancers. In this meta-analysis, we collected data from 10 studies that examined the association between serum CAR and overall survival in patients with cancer. This meta-analysis included 4592 tumor patients. The eligible studies were found through the PubMed and Web of Science databases updated on 6 Oct 2016. The pooled hazard ratio (2.01, 95% CI: 1.58–2.56, p < 0.001) indicated that high CAR yielded worse survival in different cancers. Subgroup analyses showed a significant association between CAR and prognosis, regardless of the cutoff value, cutoff value selection, treatment method, country, sample size, stage and cancer type. This meta-analysis suggests that CAR may be a potential prognostic marker in solid cancers. However, further large prospective studies should be conducted to explore the critical role of CAR in survival of cancer patients.
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Affiliation(s)
- Nan Li
- Department of Radiation Oncology, The First Affiliated Hospital of China Medical University, Shenyang 110001, China
| | - Guang-Wei Tian
- Department of Radiation Oncology, The First Affiliated Hospital of China Medical University, Shenyang 110001, China
| | - Ying Wang
- Laboratory of Gastrointestinal Onco-Pathology, Cancer Institute &General Surgery Institute, The First Hospital of China Medical University, Shenyang 110001, China
| | - Hui Zhang
- Department of Gastroenterology, Beijing Tian Tan Hospital, Capital Medical University, Beijing 100050, China
| | - Zi-Hui Wang
- Department of Biomedical Science, Ohio University, Irvine Hall, Athens, Ohio 45701, USA
| | - Guang Li
- Department of Radiation Oncology, The First Affiliated Hospital of China Medical University, Shenyang 110001, China
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Vatankhah N, Jahangiri Y, Landry GJ, McLafferty RB, Alkayed NJ, Moneta GL, Azarbal AF. Predictive value of neutrophil-to-lymphocyte ratio in diabetic wound healing. J Vasc Surg 2016; 65:478-483. [PMID: 27887858 DOI: 10.1016/j.jvs.2016.08.108] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Accepted: 08/18/2016] [Indexed: 02/06/2023]
Abstract
OBJECTIVE The neutrophil-to-lymphocyte ratio (NLR) has been used as a surrogate marker of systemic inflammation. We sought to investigate the association between NLR and wound healing in diabetic wounds. METHODS The outcomes of 120 diabetic foot ulcers in 101 patients referred from August 2011 to December 2014 were examined retrospectively. Demographic, patient-specific, and wound-specific variables as well as NLR at baseline visit were assessed. Outcomes were classified as ulcer healing, minor amputation, major amputation, and chronic ulcer. RESULTS The subjects' mean age was 59.4 ± 13.0 years, and 67 (66%) were male. Final outcome was complete healing in 24 ulcers (20%), minor amputation in 58 (48%) and major amputation in 16 (13%), and 22 chronic ulcers (18%) at the last follow-up (median follow-up time, 6.8 months). In multivariate analysis, higher NLR (odds ratio, 13.61; P = .01) was associated with higher odds of nonhealing. CONCLUSIONS NLR can predict odds of complete healing in diabetic foot ulcers independent of wound infection and other factors.
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Affiliation(s)
- Nasibeh Vatankhah
- Division of Vascular Surgery, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, Ore.
| | - Younes Jahangiri
- Dotter Interventional Institute, Oregon Health & Science University, Portland, Ore
| | - Gregory J Landry
- Division of Vascular Surgery, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, Ore
| | - Robert B McLafferty
- Division of Vascular Surgery, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, Ore
| | - Nabil J Alkayed
- Department of Anesthesiology and Perioperative Medicine, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, Ore
| | - Gregory L Moneta
- Division of Vascular Surgery, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, Ore
| | - Amir F Azarbal
- Division of Vascular Surgery, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, Ore
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19
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Zhao W, Wu Z, Li Y, Jia H, Chen M, Gu X, Liu M, Zhang Z, Wang P, Cheng W. Pretreatment neutrophil-to-lymphocyte ratio and its dynamic changes are associated with the overall survival in advanced cancer patients undergoing palliative care. Sci Rep 2016; 6:31394. [PMID: 27510632 PMCID: PMC4980771 DOI: 10.1038/srep31394] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Accepted: 07/20/2016] [Indexed: 12/16/2022] Open
Abstract
The objective of this study was to investigate the prognostic value of pretreatment NLR and its dynamic changes responsive to palliative care in advanced cancer patients. The study was retrospectively assessed in 378 consecutive advanced cancer patients receiving palliative care, and in an extended follow-up study of 106 of those patients. The cutoff value of pretreatment NLR was determined to be 3.0. In the 378 advanced cancer patients, 89 had pretreatment NLR ≤ 3, and 289 had an NLR > 3. Univariate and multivariate analyses showed that tumor stage, palliative care, albumin level, and pretreatment NLR (HR: 1.514, 95% CI: 1.125~2.038, P = 0.006) were independent prognostic indicators of OS. Moreover, in the follow-up cohort of 106 readmitted patients, 43 patients achieved a decreased NLR after palliative care, while the remaining 63 patients showed an increased NLR. Univariate and multivariate analyses showed that an increase in NLR was significantly associated with a poor survival (HR: 2.506, 95% CI: 1.474~4.261, P = 0.001). In conclusion, pretreatment NLR and changes in NLR independently predicted OS in advanced cancer patients undergoing palliative care. Incorporating NLR into clinical practice may better inform the prognosis and therapy decisions of advanced cancer patients in palliative settings.
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Affiliation(s)
- Weiwei Zhao
- Department of Integrated Therapy, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Zhenyu Wu
- Department of Biostatistics, School of Public Health, Key Laboratory of Public Health Safety, Ministry of Education, Fudan University, Shanghai, China
| | - Yintao Li
- Department of Oncology, Shandong Cancer Hospital, Shandong Academy of Medical Sciences, Jinan, China
| | - Huixun Jia
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Menglei Chen
- Department of Integrated Therapy, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xiaoli Gu
- Department of Integrated Therapy, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Minghui Liu
- Department of Integrated Therapy, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Zhe Zhang
- Department of Integrated Therapy, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Peng Wang
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.,Department of Integrative Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Wenwu Cheng
- Department of Integrated Therapy, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
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