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Peng J, Chen H, Chen Z, Tan J, Wu F, Li X. Prognostic value of neutrophil-to-lymphocyte ratio in patients with hepatocellular carcinoma receiving curative therapies: a systematic review and meta-analysis. BMC Cancer 2025; 25:571. [PMID: 40158082 PMCID: PMC11954291 DOI: 10.1186/s12885-025-13972-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2025] [Accepted: 03/19/2025] [Indexed: 04/01/2025] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is one of the leading causes of cancer-related mortality worldwide. The prognostic significance of the neutrophil-to-lymphocyte ratio (NLR) in HCC patients has been extensively studied; however, the prognostic value of NLR in HCC patients undergoing curative treatment remains unclear. OBJECTIVE This systematic review and meta-analysis aimed to comprehensively evaluate the precise significance of preoperative and postoperative NLR in predicting the prognosis of HCC patients receiving curative treatment. METHODS We conducted a comprehensive search of the PubMed, Cochrane Library, Embase, and Web of Science databases from inception to August 2024. Studies that included univariate and multivariate analyses evaluating the association between NLR and survival outcomes in HCC patients undergoing resection, transplantation, or ablation were included. The prognostic value of NLR in HCC patients receiving curative treatment was analyzed by calculating pooled hazard ratios (HRs) and corresponding 95% confidence intervals (CIs). RESULTS A total of 43 studies involving 9,952 patients were included. Meta-analysis revealed that higher NLR was significantly associated with worse overall survival (OS) (HR = 1.55, 95% CI = 1.39-1.75, P < 0.001), recurrence-free survival (RFS) (HR = 1.77, 95% CI = 1.49-2.10, P < 0.001), and disease-free survival (DFS) (HR = 1.42, 95% CI = 1.25-1.63, P < 0.001) in HCC patients undergoing curative treatment. Subgroup analysis demonstrated a significant association between NLR and poor OS, independent of geographic region, type of survival analysis, preoperative or postoperative measurement, treatment modality, or NLR cutoff value. Publication bias and sensitivity analyses confirmed the robustness of these findings. CONCLUSION Elevated NLR is significantly associated with poorer OS, RFS, and DFS in HCC patients receiving curative treatment. Future research should focus on validating the optimal NLR threshold and exploring its predictive ability in different clinical settings.
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Affiliation(s)
- Jinxiang Peng
- School of Chinese Medicine, Hubei University of Chinese Medicine, Wuhan, 430065, China
- Medical Department, Hubei Enshi College, Enshi, China
| | - Haozhu Chen
- School of Chinese Medicine, Hubei University of Chinese Medicine, Wuhan, 430065, China
| | - Zhuang Chen
- Fifth People's Hospital of Jinan, Jinan, China
| | - Jinmei Tan
- Guizhou Medical University, Guiyang, China
| | - Feng Wu
- The Central Hospital of Enshi Tujia and Miao Autonomous Prefecture, Enshi, China.
| | - Xiaojuan Li
- School of Chinese Medicine, Hubei University of Chinese Medicine, Wuhan, 430065, China.
- Hubei Shizhen Laboratory, Wuhan, 430065, China.
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Grupińska J, Budzyń M, Janowski J, Brzeziński J, Gryszczyńska B, Leporowska E, Formanowicz D, Kycler W. Potential of the postoperative lymphocyte-to-monocyte and monocyte-to-red blood cell ratio in predicting locoregional and distant metastases after breast cancer resection - Retrospective study. Adv Med Sci 2024; 69:103-112. [PMID: 38394965 DOI: 10.1016/j.advms.2024.02.006] [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: 09/01/2023] [Revised: 10/30/2023] [Accepted: 02/14/2024] [Indexed: 02/25/2024]
Abstract
PURPOSE Breast cancer is the most common malignancy with high recurrence and mortality rates in women. There are still insufficient biomarkers to predict disease prognosis. Therefore, the present study aimed to investigate the clinical significance of postoperative hematologic parameters and their derivatives in patients with breast cancer who underwent tumor resection. PATIENTS AND METHODS The clinicopathological and laboratory data of 90 female breast cancer patients who underwent surgical treatment in the Greater Poland Cancer Center in Poznan from December 2015 to November 2017 were retrospectively analyzed. Postoperative hematologic parameters, including neutrophil-to-lymphocyte ratio (NLR), lymphocyte-to-monocyte ratio (LMR), platelet-to-lymphocyte ratio (PLR), monocyte-to-red blood cell ratio (MRR), lymphocyte-to-red blood cell ratio (LRR), platelet-to-red blood cell ratio (PRR) were evaluated in recurrence and non-recurrence group. Receiver-operating characteristic (ROC) curve analysis was used to assess the optimal cutoff value of postoperative hematologic parameters for tumor recurrence. The association of postoperative hematologic parameters with disease-free survival (DFS) was investigated by the Kaplan-Meier method and Cox regression analysis. RESULTS Patients with local, regional, or distant metastases accounted for 14% of the total. The postoperative monocyte count and MRR were significantly elevated, whereas postoperative LMR was statistically decreased in the recurrence group. Univariate and multivariate Cox analysis revealed that postoperative LMR ≤3.044 and postoperative MRR >0.1398 were associated with significantly shorter DFS. CONCLUSION Our results revealed that both postoperative LMR and MRR are independent predictors of DFS in breast cancer patients. Large-scale prospective investigations are needed to validate our findings.
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Affiliation(s)
- Joanna Grupińska
- Chair and Department of Medical Chemistry and Laboratory Medicine, Poznan University of Medical Sciences, Poznan, Poland; Hospital Pharmacy, Greater Poland Cancer Centre, Poznan, Poland.
| | - Magdalena Budzyń
- Chair and Department of Medical Chemistry and Laboratory Medicine, Poznan University of Medical Sciences, Poznan, Poland
| | - Jakub Janowski
- Department of Oncological Surgery of Gastrointestinal Diseases, Greater Poland Cancer Centre, Poznan, Poland
| | - Jacek Brzeziński
- Department of Oncological Surgery of Gastrointestinal Diseases, Greater Poland Cancer Centre, Poznan, Poland
| | - Bogna Gryszczyńska
- Chair and Department of Medical Chemistry and Laboratory Medicine, Poznan University of Medical Sciences, Poznan, Poland
| | - Ewa Leporowska
- Department of Laboratory Diagnostics, Greater Poland Cancer Centre, Poznan, Poland
| | - Dorota Formanowicz
- Chair and Department of Medical Chemistry and Laboratory Medicine, Poznan University of Medical Sciences, Poznan, Poland
| | - Witold Kycler
- Department of Oncological Surgery of Gastrointestinal Diseases, Greater Poland Cancer Centre, Poznan, Poland
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Heshmat-Ghahdarijani K, Sarmadi V, Heidari A, Falahati Marvasti A, Neshat S, Raeisi S. The neutrophil-to-lymphocyte ratio as a new prognostic factor in cancers: a narrative review. Front Oncol 2023; 13:1228076. [PMID: 37860198 PMCID: PMC10583548 DOI: 10.3389/fonc.2023.1228076] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 09/18/2023] [Indexed: 10/21/2023] Open
Abstract
The increasing incidence of cancer globally has highlighted the significance of early diagnosis and improvement of treatment strategies. In the 19th century, a connection was made between inflammation and cancer, with inflammation recognized as a malignancy hallmark. The neutrophil-to-lymphocyte ratio (NLR), calculated from a complete blood count, is a simple and accessible biomarker of inflammation status. NLR has also been proven to be a prognostic factor for various medical conditions, including mortality classification in cardiac patients, infectious diseases, postoperative complications, and inflammatory states. In this narrative review, we aim to assess the prognostic potential of NLR in cancer. We will review recent studies that have evaluated the association between NLR and various malignancies. The results of this review will help to further understand the role of NLR in cancer prognosis and inform future research directions. With the increasing incidence of cancer, it is important to identify reliable and accessible prognostic markers to improve patient outcomes. The study of NLR in cancer may provide valuable insights into the development and progression of cancer and inform clinical decision-making.
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Affiliation(s)
- Kian Heshmat-Ghahdarijani
- Cardiac Rehabilitation, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Vida Sarmadi
- School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Afshin Heidari
- School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | | | - Sina Neshat
- School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
- Department of Biostatistics and Epidemiology, University of California, San Francisco, San Francisco, CA, United States
| | - Sina Raeisi
- School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
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Xu C, Wu F, Du L, Dong Y, Lin S. Significant association between high neutrophil-lymphocyte ratio and poor prognosis in patients with hepatocellular carcinoma: a systematic review and meta-analysis. Front Immunol 2023; 14:1211399. [PMID: 37809083 PMCID: PMC10551132 DOI: 10.3389/fimmu.2023.1211399] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 09/05/2023] [Indexed: 10/10/2023] Open
Abstract
Objective Whether neutrophil-lymphocyte ratio (NLR) is an applicative predictor of poor prognosis in patients with hepatocellular carcinoma (HCC) remains controversial. In response to the current conflicting data, this meta-analysis was conducted to gain a comprehensive and systematic understanding of prognostic value of NLR in HCC. Methods Several English databases, including PubMed, EMBASE, and the Cochrane Library, with an update date of February 25, 2023, were systematically searched. We set the inclusion criteria to include randomized controlled trial (RCT) studies that reported the prognostic value of serum NLR levels in patients with HCC receiving treatment. Both the combined ratio (OR) and the diagnosis ratio (DOR) were used to assess the prognostic performance of NLR. Additionally, we completed the risk of bias assessment by Cochrane Risk of Bias Assessment Tool. Results This meta-analysis ultimately included 16 studies with a total of 4654 patients with HCC. The results showed that high baseline NLR was significantly associated with poor prognosis or recurrence of HCC. The sensitivity of 0.67 (95% confidence interval [CI]. 0.59-0.73); specificity of 0.723 (95% CI: 0.64-0.78) and DOR of 5.0 (95% CI: 4.0-7.0) were pooled estimated from patient-based analyses. Subsequently, the combined positive likelihood ratio (PLR) and negative likelihood ratio (NLHR) were calculated with the results of 2.4 (95% CI: 1.9-3.0) and 0.46 (95% CI: 0.39-0.56), respectively. In addition, area under the curve (AUC) of the summary receiver operating characteristic (SROC) reflecting prognostic accuracy was calculated to be 0.75 (95% CI: 0.71-0.78). The results of subgroup analysis suggested that high NLR was an effective predictive factor of poor prognosis in HCC in mainland China as well as in the northern region. Conclusion Our findings suggest that high baseline NLR is an excellent predictor of poor prognosis or relapse in patients with HCC, especially those from high-incidence East Asian populations. Systematic review registration https://www.crd.york.ac.uk/prospero/#recordDetails, identifier CRD42023440640.
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Affiliation(s)
- Chunhua Xu
- Shulan International Medical School, Zhejiang Shuren University, Hangzhou, China
| | - Fenfang Wu
- Department of Central Laboratory, Shenzhen Hospital, Beijing University of Chinese Medicine, Shenzhen, Guangdong, China
| | - Lailing Du
- Shulan International Medical School, Zhejiang Shuren University, Hangzhou, China
| | - Yeping Dong
- Shulan International Medical School, Zhejiang Shuren University, Hangzhou, China
| | - Shan Lin
- Department of Central Laboratory, Shenzhen Hospital, Beijing University of Chinese Medicine, Shenzhen, Guangdong, China
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Ni Z, Wu B, Liu Z, Wang Q, Han X, Cheng W, Guo C. Clinical value of combined preoperative-postoperative neutrophil-to-lymphocyte ratio in predicting hepatocellular carcinoma prognosis after radiofrequency ablation. Br J Radiol 2023; 96:20220887. [PMID: 36715151 PMCID: PMC10161921 DOI: 10.1259/bjr.20220887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 12/24/2022] [Accepted: 01/09/2023] [Indexed: 01/31/2023] Open
Abstract
OBJECTIVE Previous studies focused on the prognostic significance of the pre- or post-operative neutrophil-lymphocyte ratio (NLR); the significance of combined pre- and post-operative NLR (PP-NLR) remains unknown. Therefore, we investigated the value of PP-NLR for predicting prognosis after radiofrequency ablation (RFA) in patients with hepatocellular carcinoma (HCC) to improve treatment and prolong survival. METHODS We investigated pre- and post-operative NLR and PP-NLR in predicting prognosis after RFA in patients with HCC. Optimal thresholds for leukocytes, lymphocytes, neutrophils, and NLR before and after RFA were retrospectively assessed in patients with HCC who had undergone RFA between January 2018 and June 2019 in Harbin Medical University Cancer Hospital. Risk factors for early HCC recurrence and those affecting recurrence-free survival (RFS) were analyzed. RESULTS The respective pre- and post-operative optimal thresholds were as follows: neutrophils, 3.431 and 4.975; leukocytes, 5.575 and 6.61; lymphocytes, 1.455 and 1.025; and NLR, 1.53 and 4.36. Univariate analysis revealed tumor number; alpha-fetoprotein level; post-operative leukocytes, lymphocytes, NLR, and neutrophils; pre-operative neutrophils and NLR; and PP-NLR as factors influencing early recurrence and RFS. Multivariate analysis indicated PP-NLR as an independent risk factor for poor RFS and early recurrence. CONCLUSION PP-NLR was more effective for predicting prognosis than pre- or post-operative NLR alone for patients with HCC. ADVANCES IN KNOWLEDGE The novelty of this study lies in the combination of pre- and post-operative NLR, namely PP-NLR, to study its prognostic value for HCC patients after RFA, which has not been found in previous studies. The contribution of our study is that PP-NLR can provide clinicians with a new reference index to judge the prognosis of patients and make timely treatment to help patients improve their prognosis.
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Affiliation(s)
- ZiHao Ni
- Department of Ultrasound, Harbin Medical University Cancer Hospital, Harbin, China
| | - BoLin Wu
- Department of Ultrasound, Harbin Medical University Cancer Hospital, Harbin, China
| | - Zhao Liu
- Department of Ultrasound, Harbin Medical University Cancer Hospital, Harbin, China
| | - QiuCheng Wang
- Department of Ultrasound, Harbin Medical University Cancer Hospital, Harbin, China
| | - Xue Han
- Department of Ultrasound, Harbin Medical University Cancer Hospital, Harbin, China
| | - Wen Cheng
- Department of Ultrasound, Harbin Medical University Cancer Hospital, Harbin, China
| | - CunLi Guo
- Department of Ultrasound, Harbin Medical University Cancer Hospital, Harbin, China
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Mouchli M, Reddy S, Gerrard M, Boardman L, Rubio M. Usefulness of neutrophil-to-lymphocyte ratio (NLR) as a prognostic predictor after treatment of hepatocellular carcinoma." Review article. Ann Hepatol 2021; 22:100249. [PMID: 32896610 DOI: 10.1016/j.aohep.2020.08.067] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2020] [Revised: 08/07/2020] [Accepted: 08/08/2020] [Indexed: 02/06/2023]
Abstract
The neutrophil-to-lymphocyte ratio (NLR) is an inflammatory marker which has been investigated as a prognostic indicator in post-therapeutic recurrence and survival of patients with HCC. Our aim was to review all studies that assessed the prognostic value of pre-treatment NLR in predicting patient survival, cancer recurrence, and graft survival in patients undergoing various therapies for HCC. We searched the database of PubMed and Google Scholar to review all studies that have the word "NLR" and the word "HCC." We included all studies that assessed pre-treatment NLR as a prognostic factor in predicting outcomes in HCC patients. We excluded studies that assessed the correlation between post-treatment NLR or dynamic changes in NLR after treatment and HCC outcomes in an effort to minimize the confounding effect of each treatment on NLR. We reviewed 123 studies that studied the correlation between pre-treatment NLR and patient survival, 72 studies that evaluated the correlation between pre-treatment NLR and tumor recurrence, 21 studies that evaluated the correlation between NLR and tumor behavior, and 4 studies that assessed the correlation between NLR and graft survival. We found a remarkable heterogeneity between the methods of the studies, which is likely responsible for the differences in outcomes. The majority of the studies suggested a correlation between higher levels of pre-treatment NLR and poor outcomes. We concluded that NLR is a reliable and inexpensive biomarker and should be incorporated into other prognostic models to help determine outcomes following HCC treatment.
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Affiliation(s)
- Mohamad Mouchli
- Virginia Tech Carilion School of Medicine Department of Internal Medicine, Division of Gastroenterology & Hepatology, Roanoke, VA, United States; Virginia Tech Carilion School of Medicine Department of Internal Medicine, Roanoke, VA, United States; Mayo Clinic, Division of Gastroenterology & Hepatology, Rochester, MN, United States; Cleveland Clinic Foundation, Division of Gastroenterology & Hepatology, Cleveland, OH, United States.
| | - Shravani Reddy
- Virginia Tech Carilion School of Medicine Department of Internal Medicine, Roanoke, VA, United States
| | - Miranda Gerrard
- Virginia Tech Carilion School of Medicine, Roanoke, VA, United States
| | - Lisa Boardman
- Mayo Clinic, Division of Gastroenterology & Hepatology, Rochester, MN, United States
| | - Marrieth Rubio
- Virginia Tech Carilion School of Medicine Department of Internal Medicine, Division of Gastroenterology & Hepatology, Roanoke, VA, United States; Virginia Tech Carilion School of Medicine Department of Internal Medicine, Roanoke, VA, United States
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Wang H, Lin C, Fan W, Zhang J, Zhang Y, Yao W, Li J. Dynamic Changes in the Neutrophil-to-Lymphocyte Ratio Predict the Prognosis of Patients with Hepatocellular Carcinoma Undergoing Transarterial Chemoembolization. Cancer Manag Res 2020; 12:3433-3444. [PMID: 32523374 PMCID: PMC7234956 DOI: 10.2147/cmar.s245396] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2020] [Accepted: 04/21/2020] [Indexed: 12/24/2022] Open
Abstract
Purpose To examine the effect of dynamic changes in neutrophil-to-lymphocyte ratio (NLR) on tumor response and overall survival (OS) in patients with hepatocellular carcinoma (HCC) undergoing transarterial chemoembolization (TACE). Patients and Methods Data from 181 patients with HCC were retrospectively collected. White blood cell, neutrophil and lymphocyte counts, and the NLR were obtained 1–3 days before as well as 3–6 weeks and 3 months after TACE. Patients were divided into two groups at each time point according to the mean value of NLR, and also divided into continuous decrease, fluctuating increase-decrease (I-D), fluctuating decrease-increase (D-I), and continuous increase groups according to the dynamic changes in the NLR. The dynamic changes in blood counts and NLR were analyzed using repeated-measures ANOVA. The odds ratios (ORs) for tumor response in different NLR groups were examined using a multivariate logistic regression model. Finally, the prognostic value of the dynamic changes in the NLR was examined using Cox regression models. Results Continuous decline of white blood cell counts, neutrophil counts and lymphocyte counts were observed at 3–6 weeks and 3 months after TACE treatment. The NLR increased slightly and then decreased substantially in responders, while it increased slightly and then significantly in non-responders, with a significant interaction effect of Time × Tumor response (P = 0.005). NLR grouping before TACE, 3–6 weeks and 3 months after TACE was not associated with tumor response, and only 3 months after TACE did, it shows a significant difference in univariate survival analyses (NLR > 2.5 vs NLR ≤ 2.5, hazard ratio [HR] = 2.442, 95% confidence interval (CI): 1.545, 3.860). The changes in the NLR were significantly correlated with tumor response and OS. Non-responders for TACE were more common in the continuous NLR increase group (OR = 6.230, 95% CI: 1.848–21.001) and in the fluctuating D-I group (OR = 5.702, 95% CI: 1.480–21.957). Multivariate analyses revealed that these two patient groups also showed poorer OS (HR = 2.351, 95% CI: 1.120–4.605 and HR = 2.320, 95% CI: 1.187–4.533, respectively). Conclusion Dynamic changes in the NLR may be better predictors of tumor response and OS than static NLR values, but more data are needed.
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Affiliation(s)
- Hongyu Wang
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Chuyang Lin
- Department of Cancer Prevention Center, Sun Yat-sen University Cancer Center, Guangzhou 510080, People's Republic of China
| | - Wenzhe Fan
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Jiang Zhang
- Department of Clinical Laboratory, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Yingqiang Zhang
- Department of Interventional Radiology, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen 518107, People's Republic of China
| | - Wang Yao
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Jiaping Li
- Department of Interventional Oncology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, People's Republic of China
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