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Bayraktaroglu M, Yildiz BP. Prognostic significance of neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio in non-small cell lung cancer. Medicine (Baltimore) 2023; 102:e34180. [PMID: 37390252 PMCID: PMC10313305 DOI: 10.1097/md.0000000000034180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 06/13/2023] [Indexed: 07/02/2023] Open
Abstract
Non-small cell lung cancer (NSCLC) is characterized by diagnosis at an advanced stage, low rate of operability and poor survival. Therefore, there is a need for a biomarker in NSCLC patients to predict the likely outcome and to accurately stratify the patients in terms of the most appropriate treatment modality. To evaluate prognostic value of pretreatment neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) in NSCLC. A total of 124 NSCLC patients (mean ± standard deviation age: 60.7 ± 9.3 years, 94.4% were males) were included in this retrospective study. Data were retrieved from the hospital records. The association of NLR and PLR with clinicopathological factors and overall survival was analyzed. One-year, 2-year and 5-year survival rates were 59.2%, 32.0%, and 16.2%, respectively. Median duration of survival was shorter in patient groups with elevated NLR and PLR. Five-year survival rate was quite lower in patient groups with elevated NLR and PLR. Hazard rate (HR) for mortality was 1.76 (95% confidence interval [CI]: 1.19-2.61, P = .005) for NLR ≥ 3 over NLR < 3. HR was 1.64 (95%CI: 1.11-2.42, P = .013) for PLR ≥ 150 over PLR < 150. Cox-regression analysis revealed that, when adjusted for other independent predictors of survival, NLR and PLR still remain significant predictors of poorer survival. Our findings indicate that elevated pretreatment NLR and PLR are associated with advanced disease and poor survival in NSCLC patients, NLR and PLR values are correlated with each other.
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Affiliation(s)
| | - Birsen Pinar Yildiz
- Yedikule Thoracic Disease and Surgery Training and Research Hospital, Istanbul, Turkey
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Peng MY, Zuo ZG, Cao FJ, Yu YD, Cai XJ, Wan GX. Elevated Preoperative NMPR Predicts an Unfavorable Chance of Survival in Resectable Esophageal Squamous Cell Carcinoma. MEDICINA (KAUNAS, LITHUANIA) 2022; 58:1808. [PMID: 36557010 PMCID: PMC9788475 DOI: 10.3390/medicina58121808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Revised: 12/01/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022]
Abstract
Background and objectives: Combined peripheral neutrophil−platelet indexes reflecting the systemic inflammatory status have been reported to predict the clinical outcome in patients with various types of cancer. However, the prognostic value of combined neutrophil−platelet indexes in operable esophageal squamous cell carcinoma (ESCC) remains unclear. The study introduced a novel combined neutrophil−meanplateletvolume−platelet ratio (NMPR) index and investigated its clinical and prognostic value in patients with operable ESCC receiving curative surgery. Materials and Methods: A retrospective analysis of the clinicopathologic data of 277 consecutive ESCC patients who received curative resection at Zhejiang Cancer Hospital in China between January 2007 and December 2010 was conducted (the training cohort). In addition, the clinicopathologic data of 101 resectable ESCC patients at Renmin Hospital of Hubei University of Medicine between December 2018 and June 2021 were collected (the external validation cohort). The optimal cutoff value of NMPR concerning overall survival (OS) in the training cohort was determined by X-tile software. Univariate and multivariate Cox regression analyses were used to evaluate the prognostic value of NMPR along with other variables in the training cohort, which was further validated with the same cutoff value in the external validation cohort. Significant predictors of OS were used to construct the nomogram, of which the discrimination and calibration was evaluated by concordance index (C-index) and calibration plots. Results: With a cutoff value of 16.62, the results from both the training and external validation cohorts supported the association of high NMPR (>16.62) with increased tumor length and advanced T stage but not with other variables. In the training cohort, a significant association between shorter OS and high NMPR (p = 0.04) as well as high CRP (p < 0.001), poor tumor differentiation (p = 0.008), advanced T stage (p = 0.006), advanced N stage (p < 0.001) and high CEA (p = 0.007) was revealed. Additionally, the high NMPR was verified to independently predict unfavorable OS (p = 0.049) in the external validation cohort. The C-index of the OS nomogram cooperating significant predictors in the training cohort was 0.71 and the calibration plots of the OS nomogram fitted well. Conclusions: The present study demonstrates that high NMPR is an independent predictor of unfavorable OS in resectable ESCC patients without neoadjuvant therapy.
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Affiliation(s)
- Meng-Ying Peng
- Graduate Student Training Base, Graduate School of Jinzhou Medical University, Jinzhou 121004, China
- Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan 442000, China
| | - Zhi-Gang Zuo
- Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan 442000, China
| | - Feng-Jun Cao
- Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan 442000, China
| | - Yuan-Dong Yu
- Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan 442000, China
| | - Xiao-Jun Cai
- Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan 442000, China
| | - Guo-Xing Wan
- Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan 442000, China
- Institute of Cancer, Renmin Hospital, Hubei University of Medicine, Shiyan 442000, China
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Li B, Xiong F, Yi S, Wang S. Prognostic and Clinicopathologic Significance of Neutrophil-to-Lymphocyte Ratio in Esophageal Cancer: An Update Meta-Analysis. Technol Cancer Res Treat 2022; 21:15330338211070140. [PMID: 35025614 PMCID: PMC8785352 DOI: 10.1177/15330338211070140] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
Background: Esophageal cancer is one of the most common cancers with significant morbidity and mortality. It is important to predict the prognosis of patients. The purpose of this study was to comprehensively assess the prognostic and clinicopathologic significance of NLR in patients with esophageal cancer. Methods: A systematic literature search was performed using PubMed, Cochrane Library, Embase, Web of Science, MEDLINE, and CNKI. This meta-analysis was conducted in accordance with PRISMA guidelines. Hazard ratio (HR) with 95% confidence interval (CI) was used as the effect estimation to evaluate the prognostic role of NLR. Odds ratio (OR) was used to evaluate the relation between NLR and clinicopathologic characteristics. Results: A total of 8431 patients from 32 studies were included in this meta-analysis. The pooled results showed that elevated NLR might predict poor prognosis: The factors considered included overall survival (OS) (HR, 1.57; 95% CI, 1.40-1.75; P < .001), cancer-specific survival (CSS) (HR, 1.28; 95% CI, 1.09-1.49; P < .001), progression-free survival (PFS) (HR, 1.45; 95% CI, 1.29-1.72; P < .001), and disease-free survival (DFS) (HR,1.58; 95% CI, 1.27-1.97; P < .001). High NLR was also associated with tumor differentiation, tumor length, tumor invasion depth, lymph node metastasis, and clinical stage. No significant association was observed between NLR and metastasis stage (OR, 1.69; 95% CI, 0.98-2.98; P = .058). Conclusions: The results of this meta-analysis suggest that elevated NLR value might predict poor prognosis (OS, CSS, PFS, and DFS), according to abnormal clinicopathologic parameters.
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Affiliation(s)
- Binfeng Li
- 117922Hubei Cancer Hospital, Wuhan, China
| | - Fei Xiong
- 117922Hubei Cancer Hospital, Wuhan, China
| | | | - Sheng Wang
- 117922Hubei Cancer Hospital, Wuhan, China
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Khin NS, Tan SH, Wang ML, Siow TR, Lim FL, Wang FQ, Ng MC, Lam JY, Yip C. Chemoradiation-induced changes in systemic inflammatory markers and their prognostic significance in oesophageal squamous cell carcinoma. Br J Radiol 2021; 94:20200314. [PMID: 33861156 DOI: 10.1259/bjr.20200314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVE Chemoradiation (CRT) may induce a change in systemic inflammatory state which could affect clinical outcomes in oesophageal cancer. We aimed to evaluate the changes and prognostic significance of systemic inflammatory markers following definitive CRT in oesophageal squamous cell carcinoma. METHODS A total of 53 patients treated with concurrent CRT were included in this retrospective analysis. We compared neutrophils, lymphocytes, platelets, neutrophil-lymphocyte ratio (NLR) and platelet-lymphocyte ratio (PLR) before and after CRT using Wilcoxon signed-rank test. Overall survival (OS) and progression-free survival (PFS) were calculated. Univariable and multivariable survival analysis were performed using Cox regression analysis. Clinical univariable survival prognostic factors with p < 0.1 were included in a multivariable cox regression analysis for backward stepwise model selection. RESULTS Both NLR (median ∆+2.8 [IQR -0.11, 8.62], p < 001) and PLR (median ∆+227 [81.3-523.5], p < 0.001) increased significantly after CRT. Higher levels of pre-CRT, post-CRT and change (∆) in NLR and PLR were associated with inferior OS and PFS. Post-CRT NLR (HR 1.04, 95% CI 1.02-1.07, p < 0.001), post-CRT platelets (HR 1.03, 95% CI 1.01-1.05, p = 0.005), cT-stage (HR 3.83, 95% CI 1.39-10.60, p = 0.01) and RT dose (HR 0.41, 95% CI 0.21-0.81, p = 0.01) were independent prognostic factors for OS in multivariable analysis. Change in NLR (HR 1.04, 95% CI 1.01-1.06, p = 0.001), post-CRT platelets (HR 1.03, 95% CI 1.01-1.05, p = 0.002), cT-stage (HR 3.98, 95% CI 1.55-10.25, p = 0.004) and RT dose (HR 0.41, 95% CI 0.21-0.80, p = 0.009) were independent prognostic factors for PFS. CONCLUSION Both NLR and PLR increased following definitive CRT. Post-CRT NLR and ∆NLR were associated with adverse survival in oesophageal SCC. ADVANCES IN KNOWLEDGE We showed that CRT increased PLR and NLR, possibly reflecting a systemic inflammatory state which were associated with poor clinical outcomes in oesophageal SCC.
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Affiliation(s)
- Ni Sann Khin
- Department of Radiation Oncology, National Cancer Centre Singapore, 11 Hospital Drive, Singapore, Singapore
| | - Sze Huey Tan
- Division of Clinical Trials and Epidemiological Sciences, National Cancer Centre Singapore, 11 Hospital Drive, Singapore, Singapore
| | - Michael Lc Wang
- Department of Radiation Oncology, National Cancer Centre Singapore, 11 Hospital Drive, Singapore, Singapore
| | - Tian Rui Siow
- Department of Radiation Oncology, National Cancer Centre Singapore, 11 Hospital Drive, Singapore, Singapore
| | - Faye Lwt Lim
- Department of Radiation Oncology, National Cancer Centre Singapore, 11 Hospital Drive, Singapore, Singapore
| | - Fu Qiang Wang
- Department of Radiation Oncology, National Cancer Centre Singapore, 11 Hospital Drive, Singapore, Singapore
| | - Matthew Ch Ng
- Department of Medical Oncology, National Cancer Centre Singapore, 11 Hospital Drive, Singapore, Singapore
| | - Justina Yc Lam
- Department of Medical Oncology, National Cancer Centre Singapore, 11 Hospital Drive, Singapore, Singapore
| | - Connie Yip
- Department of Radiation Oncology, National Cancer Centre Singapore, 11 Hospital Drive, Singapore, Singapore
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Zhang H, Guo XW, Yin XX, Liu YC, Ji SJ. Nomogram-Integrated C-Reactive Protein/Albumin Ratio Predicts Efficacy And Prognosis In Patients With Thoracic Esophageal Squamous Cell Carcinoma Receiving Chemoradiotherapy. Cancer Manag Res 2019; 11:9459-9468. [PMID: 31819611 PMCID: PMC6842771 DOI: 10.2147/cmar.s228113] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Accepted: 10/22/2019] [Indexed: 01/30/2023] Open
Abstract
Objective To investigate the therapeutic effect and survival outcome using nomogram by incorporating significant inflammatory markers in patients with thoracic esophageal squamous cell carcinoma (ESCC) who received chemoradiotherapy (CRT) or single radiotherapy (RT). Method A total of 266 patients diagnosed with thoracic ESCC receiving standard curative RT only or concurrent CRT were retrospectively analysed. The patients were grouped for statistical analysis depending on the median values of neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR) and C-reactive protein/albumin (CRP/Alb) ratio. The therapeutic effect was analysed by univariate and multivariate logistic analyses. The survival prognosis was estimated by univariate and multivariate Cox analyses. At last, the nomogram was developed by incorporating the significant inflammatory markers and clinicopathological parameters, and the predictive value was verified by calibration curve, concordance index (C-index) and decision curve. Results The treatment responses were highly associated with clinical stage, tumor location, NLR, PLR and CRP/Alb ratio (all P<0.05) by univariate logistic analysis. However, in the multivariate logistic analysis, the results showed that only CRP/Alb ratio (P=0.000) and TNM stage (P=0.008) were independent risk parameters for tumour response. In addition, NLR, PLR, CRP/Alb ratio, age and TNM stage were significantly associated with OS by the univariate Cox analysis (all P<0.05). Furthermore, the multivariate Cox analysis showed that only CRP/Alb ratio (P=0.000), TNM stage (P=0.000) and age (P=0.001) were considered independent prognostic factors for OS. Finally, the calibration curves of nomogram were highly consistent with actual observation for the therapeutic effect and prognosis, and the decision curve analysis showed more potential of clinical benefit of the nomogram compared with TNM staging system. Conclusion This research found that nomogram-integrated CRP/Alb ratio was promising as a predictive model for the therapeutic effect and survival outcome in patients with thoracic ESCC receiving CRT or single RT.
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Affiliation(s)
- Han Zhang
- School of Mathematics, Nanjing Normal University, Taizhou College, Taizhou 225300, People's Republic of China
| | - Xin-Wei Guo
- Department of Radiation Oncology, Affiliated Taixing People's Hospital of Yangzhou University, Taixing 225400, People's Republic of China
| | - Xiao-Xiang Yin
- Department of Radiation Oncology, Affiliated Taixing People's Hospital of Yangzhou University, Taixing 225400, People's Republic of China
| | - Yang-Chen Liu
- Department of Radiation Oncology, Affiliated Taixing People's Hospital of Yangzhou University, Taixing 225400, People's Republic of China
| | - Sheng-Jun Ji
- Department of Radiotherapy and Oncology, Nanjing Medical University Affiliated Suzhou Hospital, Suzhou 215002, People's Republic of China
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Hu P, Liu Q, Deng G, Zhang J, Liang N, Xie J, Zhang J. Radiosensitivity nomogram based on circulating neutrophils in thoracic cancer. Future Oncol 2019; 15:727-737. [PMID: 30693787 DOI: 10.2217/fon-2018-0398] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
AIM To evaluate the prediction ability of neutrophils and develop a nomogram on radiosensitivity in thoracic cancer patients. METHODS We retrospectively reviewed 398 lung and esophageal cancers patients who received external-beam radiotherapy or concurrent chemoradiotherapy as first-line therapy. RESULTS Logistic regression model showed that patients with low levels of neutrophil counts and/or TGF-β1 exhibited better radiation sensitivity. Furthermore, a nomogram was created to predict radiotherapy sensitivity. The combination of neutrophil count and TGF-β1 level was an independent prognostic factor for lung and esophageal cancers patients. CONCLUSION The study developed a nomogram based on the levels of circulating neutrophils and TGF-β1. The prediction value in radiosensitivity and protumorigenic effect of neutrophils might owe to N2 tumor-associated neutrophils.
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Affiliation(s)
- Pingping Hu
- Department of Radiation Oncology, Qianfoshan Hospital affiliated to Shandong University, Shandong University, 16766 Jingshi Road, Jinan, 250014, PR China
| | - Qiqi Liu
- Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Collaborative Innovation Center of Cancer Medicine, Fudan University Shanghai Cancer Center, Shanghai, 200030, PR China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200030, PR China
| | - Guodong Deng
- Department of Chemical Etiology & Carcinogenesis, Cancer Institute, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, 100021, PR China
| | - Jingxin Zhang
- Department of Radiation Oncology, Qilu Hospital of Shandong University, No.107 Culture Road, Jinan, 250021, PR China
| | - Ning Liang
- Department of Radiation Oncology, Qianfoshan Hospital affiliated to Shandong University, Shandong University, 16766 Jingshi Road, Jinan, 250014, PR China
| | - Jian Xie
- Department of Radiation Oncology, Qianfoshan Hospital affiliated to Shandong University, Shandong University, 16766 Jingshi Road, Jinan, 250014, PR China
| | - Jiandong Zhang
- Department of Radiation Oncology, Qianfoshan Hospital affiliated to Shandong University, Shandong University, 16766 Jingshi Road, Jinan, 250014, PR China
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Zhou SB, Guo XW, Gu L, Ji SJ. Influential factors on radiotherapy efficacy and prognosis in patients with secondary lymph node metastasis after esophagectomy of thoracic esophageal squamous cell carcinoma. Cancer Manag Res 2018; 10:217-225. [PMID: 29440931 PMCID: PMC5798555 DOI: 10.2147/cmar.s147324] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Background The purpose of this study was to clarify whether pretreatment tumor burden-related index, including the gross tumor volume (GTV) of metastatic lymph nodes (VLN) and maximum diameter of metastatic lymph nodes (DLN), and inflammatory markers, consisting of neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR), are useful for assessing the therapeutic effects and prognosis with secondary lymph node metastasis (LNM) receiving chemoradiotherapy (CRT) or radiotherapy (RT) alone after resection of esophageal squamous cell carcinoma (ESCC). Patients and methods A total of 119 patients with secondary LNM after resection of ESCC were recruited and received curative RT only or CRT. The enrolled patients were grouped according to the median values of NLR, PLR, VLN, and DLN. The relationship between the responsiveness to treatment and these markers was analyzed by logistic analysis. The Kaplan–Meier method and log-rank test were adopted to calculate and compare the overall survival (OS) rates with these markers. The Cox models were used to carry out multivariate analyses. Results Univariate logistic regression analysis showed that the responses to treatment were highly associated with treatment method (P=0.011), NLR (P=0.000), PLR (P=0.003), VLN (P=0.000), and DLN (P=0.000). Next, multivariate logistic regression analysis showed that therapeutic method (hazard ratio [HR]=1.225, P=0.032), NLR (HR=2.697, P=0.019), and VLN (HR=4.607, P=0.034) were independent risk factors for tumor response. Additionally, Kaplan–Meier survival analysis of this cohort revealed that NLR (χ2=27.298, P=0.000), PLR (χ2=16.719, P=0.000), VLN (χ2=48.823, P=0.000), DLN (χ2=40.724, P=0.000), and treatment methods (χ2=18.454, P=0.018) were significantly associated with OS. Furthermore, multivariate analysis was performed, and the results showed that therapeutic method (HR=1.223, P=0.048), NLR (HR=2.000, P=0.018), VLN (HR=2.379, P=0.020), and DLN (HR=2.901, P=0.002) were considered independent prognostic factors for OS. Conclusion This study found that NLR and VLN were promising as predictive markers for therapeutic effects, and NLR combined with VLN and with DLN might be useful biomarkers in predicting outcomes in patients with secondary LNM receiving CRT or single RT after esophagectomy.
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Affiliation(s)
- Shao-Bing Zhou
- Department of Radiation Oncology, Affiliated Taixing People's Hospital of Yangzhou University, Taixing
| | - Xin-Wei Guo
- Department of Radiation Oncology, Affiliated Taixing People's Hospital of Yangzhou University, Taixing
| | - Liang Gu
- Department of Radiation Oncology, Affiliated Taixing People's Hospital of Yangzhou University, Taixing
| | - Sheng-Jun Ji
- Department of Radiotherapy and Oncology, Nanjing Medical University Affiliated Suzhou Hospital, Suzhou, People's Republic of China
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Miao C, Zhu S, Pan H, Cao X, Yuan S, Hu X. Combined neutrophil-platelet score and hemoglobin level predict survival in esophageal squamous cell carcinoma patients treated with chemoradiotherapy. Oncotarget 2017; 8:87971-87979. [PMID: 29152134 PMCID: PMC5675686 DOI: 10.18632/oncotarget.21313] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 08/17/2017] [Indexed: 01/30/2023] Open
Abstract
Systemic inflammation and hematological markers have prognostic value in patients with esophageal squamous cell carcinoma (ESCC). The objective of this study was to evaluate the neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), combined neutrophil-platelet (CNP) score, and hemoglobin (Hb) to inform treatment decisions and predict outcomes in patients with locally advanced ESCC treated with chemoradiotherapy (CRT). A total of 168 patients with locally advanced ESCC were retrospectively evaluated. Patients were stratified by marker value using a receiver operating characteristic curve analysis to determine the cutoff point. Logistic regression was used to identify markers associated with sensitivity to treatment. Overall survival (OS) was calculated by the Kaplan-Meier method. Multivariate Cox logistic regression modeling was used to assess the influences of OS. Smoking history, tumour site, clinical stage, NLR, PLR, CNP, and Hb (p ≤ 0.05) were associated with the sensitivity to therapy. In multivariate analysis, a high CNP score was independently associated with poor treatment sensitivity (OR = 2.066, p = 0.021). Univariate analysis revealed that PLR, CNP, and Hb levels were associated with OS, and Cox multivariate analysis found that CNP (HR = 1.47, p = 0.027) and Hb level (HR = 0.44, p = 0.007) were independent predictors of OS. In conclusion, CNP and Hb are inexpensive and universally available prognostic markers in patients with locally advanced ESCC patients. CNP score is a systemic inflammatory marker that predicted sensitivity to CRT.
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Affiliation(s)
- Chuanwang Miao
- School of Medicine and Life Sciences, University of Jinan-Shandong Academy of Medical Sciences, Jinan, Shandong Province, P.R. China.,Department of Radiotherapy, Shandong Cancer Hospital Affiliated to Shandong University, Jinan, Shandong Province, P.R. China
| | - Shan Zhu
- Department of Head and Neck Radiotherapy, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, Shandong Province, P.R. China.,Department of Head and Neck Radiotherapy, Shandong Provincial Western Hospital, Jinan, Shandong Province, P.R. China
| | - Hong Pan
- Central Sterile Supply Department, Shandong Cancer Hospital Affiliated to Shandong University, Jinan, Shandong Province, P.R. China
| | - Xiaolan Cao
- School of Medicine and Life Sciences, University of Jinan-Shandong Academy of Medical Sciences, Jinan, Shandong Province, P.R. China.,Department of Radiotherapy, Shandong Cancer Hospital Affiliated to Shandong University, Jinan, Shandong Province, P.R. China
| | - Shuanghu Yuan
- Department of Radiotherapy, Shandong Cancer Hospital Affiliated to Shandong University, Jinan, Shandong Province, P.R. China
| | - Xudong Hu
- Department of Radiotherapy, Shandong Cancer Hospital Affiliated to Shandong University, Jinan, Shandong Province, P.R. China
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