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Li W, Wang X, Diao H, Yang Y, Ding L, Huan W, Chen Y, Cui W. Systemic immune inflammation index with all-cause and cause-specific mortality: a meta-analysis. Inflamm Res 2024:10.1007/s00011-024-01959-5. [PMID: 39400697 DOI: 10.1007/s00011-024-01959-5] [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: 07/12/2024] [Revised: 09/29/2024] [Accepted: 10/04/2024] [Indexed: 10/15/2024] Open
Abstract
IMPORTANCE Studies have reported an association among systemic immune inflammation index (SII), all-cause and cause-specific mortality, but the results are inconsistent. OBJECTIVE To comprehensively explore the association between Systemic Immune Inflammation (SII) and the risk of all-cause mortality, cardiovascular disease (CVD), and cancer mortality. EVIDENCE REVIEW A meta-analysis was conducted by reviewing existing literature. The search encompassed prominent databases including PubMed, Embase, Cochrane, and the Web of Science, with the cutoff date set at March 1, 2024. Furthermore, subgroup analyses and dose-response assessments were undertaken to provide a nuanced exploration of mortality risk factors. FINDINGS A total of 33 articles were included (427,819 participants). In the study, SII was associated with an increased risk of all-cause mortality (HR = 1.45, 95%CI [1.36,1.54], P < 0.05). SII increased the risk of CVD mortality (HR = 1.44, 95%CI [1.29,1.60], P < 0.05). The Linear independence shows that for every 100 units increase in SII, the risk of all-cause and CVD death increases by 5% and 6%. SII was not associated with a statistically significant risk of cancer death (HR = 1.09, 95%CI [0.96,1.23], P < 0.05). CONCLUSIONS AND RELEVANCE Meta-analysis showed that SII was associated with all-cause mortality and CVD mortality. More data and basic research are needed to confirm the association.
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Affiliation(s)
- Wei Li
- Department of Nutrition and Food Hygiene, School of Public Health, Jilin University, No. 1163, Xinmin Street, Changchun, China
| | - Xiaoning Wang
- Department of blood transfusion, The First Hospital of Jilin University, Changchun, China
| | - Houze Diao
- Department of Nutrition and Food Hygiene, School of Public Health, Jilin University, No. 1163, Xinmin Street, Changchun, China
| | - Yuting Yang
- Department of Nutrition and Food Hygiene, School of Public Health, Jilin University, No. 1163, Xinmin Street, Changchun, China
| | - Liyi Ding
- Department of Nutrition and Food Hygiene, School of Public Health, Jilin University, No. 1163, Xinmin Street, Changchun, China
| | - Wenru Huan
- Department of Nutrition and Food Hygiene, School of Public Health, Jilin University, No. 1163, Xinmin Street, Changchun, China
| | - Yaozhi Chen
- Department of Cardiovascular Diseases, The First Hospital of Jilin University, Xinmin Street 1, Changchun, 130021, China.
| | - Weiwei Cui
- Department of Nutrition and Food Hygiene, School of Public Health, Jilin University, No. 1163, Xinmin Street, Changchun, China.
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Wei J, Chen Y, Su J, Zhao Q, Wang H, Zheng Z, Wu J, Jiang X. Effects of early nutritional intervention on oral mucositis and basic conditions in patients receiving radiotherapy for head and neck cancer: Randomized controlled trial (ChiCTR2000031418). Clin Nutr 2024; 43:1717-1723. [PMID: 38833872 DOI: 10.1016/j.clnu.2024.05.029] [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: 07/14/2023] [Revised: 05/05/2024] [Accepted: 05/19/2024] [Indexed: 06/06/2024]
Abstract
BACKGROUND & AIMS This study aims to observe the effects of early nutritional intervention on radiation-induced oral mucositis (OM) and the nutritional status of patients with head and neck cancer (HNC) receiving radiotherapy. METHODS Eligible patients receiving radiotherapy for HNC were randomly divided into an early nutritional intervention group (enteral nutritional intervention was administered at the beginning of radiotherapy) and a late nutritional intervention group (enteral nutritional intervention was administered at the beginning of eating restriction) in a 1:1 ratio. The primary endpoint was radiation-induced OM. Secondary endpoints included nutrition-related indicators, immune function, overall survival (OS), progression-free survival (PFS), quality of life, and other radiotherapy-induced adverse effects. RESULTS A total of 100 patients were enrolled between 2020 and 2021, including 50 each in the early nutritional intervention group and in the late group. The incidence of Grade-III/IV OM was lower in the early treatment group than in the late treatment group (2% vs 14%, P = 0.059). By week 7 weight loss was significantly lower in the early group than in the late group (1.08 kg, 95% CI: 0.08-2.09, P = 0.035). Regarding the PG-SGA scores after receiving radiotherapy, the early group comprised more well-nourished and fewer malnourished patients than those in the late group (P = 0.002). The scores of the immune function indices of T cell CD3+, CD4+/CD8+, and B cell CD19+ were slightly higher in the early group than in the late group; however, the difference was not statistically significant (all P > 0.05). PFS and OS were better in the early group than in the late group; however, the differences were not statistically significant (P > 0.05). CONCLUSIONS Early nutritional intervention can effectively improve the nutritional status and reduce the incidence of high-grade OM in patients with HNC receiving radiotherapy. TRIAL REGISTRATION Chinese Clinical Trials Registry (http://www.chictr.org.cn). CHICTR-ID ChiCTR2000031418.
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Affiliation(s)
- Jinlong Wei
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun 130021, China; Jilin Provincial Key Laboratory of Radiation Oncology & Therapy, The First Hospital of Jilin University, Changchun, 130021, China; NHC Key Laboratory of Radiobiology, School of Public Health of Jilin University, Changchun, 130021, China.
| | - Yulei Chen
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun 130021, China; Jilin Provincial Key Laboratory of Radiation Oncology & Therapy, The First Hospital of Jilin University, Changchun, 130021, China; NHC Key Laboratory of Radiobiology, School of Public Health of Jilin University, Changchun, 130021, China.
| | - Jing Su
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun 130021, China; Jilin Provincial Key Laboratory of Radiation Oncology & Therapy, The First Hospital of Jilin University, Changchun, 130021, China; NHC Key Laboratory of Radiobiology, School of Public Health of Jilin University, Changchun, 130021, China.
| | - Qin Zhao
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun 130021, China; Jilin Provincial Key Laboratory of Radiation Oncology & Therapy, The First Hospital of Jilin University, Changchun, 130021, China; NHC Key Laboratory of Radiobiology, School of Public Health of Jilin University, Changchun, 130021, China.
| | - Huanhuan Wang
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun 130021, China; Jilin Provincial Key Laboratory of Radiation Oncology & Therapy, The First Hospital of Jilin University, Changchun, 130021, China; NHC Key Laboratory of Radiobiology, School of Public Health of Jilin University, Changchun, 130021, China.
| | - Zhuangzhuang Zheng
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun 130021, China; Jilin Provincial Key Laboratory of Radiation Oncology & Therapy, The First Hospital of Jilin University, Changchun, 130021, China; NHC Key Laboratory of Radiobiology, School of Public Health of Jilin University, Changchun, 130021, China.
| | - Jie Wu
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun 130021, China; Jilin Provincial Key Laboratory of Radiation Oncology & Therapy, The First Hospital of Jilin University, Changchun, 130021, China; NHC Key Laboratory of Radiobiology, School of Public Health of Jilin University, Changchun, 130021, China.
| | - Xin Jiang
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun 130021, China; Jilin Provincial Key Laboratory of Radiation Oncology & Therapy, The First Hospital of Jilin University, Changchun, 130021, China; NHC Key Laboratory of Radiobiology, School of Public Health of Jilin University, Changchun, 130021, China.
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3
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Huan C, Wang M, Song Y, Jia Z, Wei D, Wang L, Xu Q, Wang J, Zhao M, Geng J, Shi J, Ma C, Mao Z, Wang C, Huo W. Inflammatory markers and androstenedione modify the effect of serum testosterone on obesity among men: Findings from a Chinese population. Andrology 2024; 12:850-861. [PMID: 37823215 DOI: 10.1111/andr.13544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 08/15/2023] [Accepted: 09/30/2023] [Indexed: 10/13/2023]
Abstract
BACKGROUND Few studies are available on the relationship of androstenedione with inflammation and obesity and the effect of androstenedione and inflammation on the association between testosterone and obesity. This study intended to examine the mediation effect of inflammatory markers on the association of testosterone with obesity and the moderation effect of androstenedione on the association of testosterone with inflammation and obesity in Chinese rural men. MATERIALS AND METHODS This cross-sectional research enrolled 2536 male rural inhabitants from the Henan Rural Cohort study. The serum concentrations of testosterone and androstenedione were determined by liquid chromatography-tandem mass spectrometry. Linear and logistic regression were used to examine the relationships between testosterone, inflammatory markers, and obesity. Mediation and moderation analyses were carried out to evaluate the potential effects of inflammatory markers on the relationship between testosterone and obesity, as well as androstenedione on the relationships of testosterone with inflammation and obesity. RESULTS After adjusting for confounding factors, the results showed that testosterone and androstenedione were negatively related to obesity, and inflammatory markers were positively associated with obesity. Besides, testosterone and androstenedione were negatively associated with inflammatory markers. Mediation analysis showed that white blood cell, neutrophil, monocyte, and high-sensitivity C-reactive protein had mediating effects on the association between testosterone and obesity. The most vital mediator was high-sensitivity C-reactive protein, and its proportion of the effect was 11.02% (defined by waist circumference), 11.15% (defined by waist-to-hip ratio), 12.92% (defined by waist-to-height ratio), and full mediating effect (defined by body mass index). Moreover, androstenedione played negative moderation effects on the associations of testosterone with inflammation and obesity. CONCLUSION Inflammatory markers and androstenedione were first found to have modifying effects on the association of testosterone with obesity. Higher levels of testosterone and androstenedione could reduce the inflammation level and risk of obesity, indicating their potential roles in the prevention and treatment of chronic diseases.
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Affiliation(s)
- Changsheng Huan
- Department of Occupational and Environmental Health Sciences, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
| | - Mian Wang
- Department of Occupational and Environmental Health Sciences, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
| | - Yu Song
- Department of Occupational and Environmental Health Sciences, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
| | - Zexin Jia
- Department of Occupational and Environmental Health Sciences, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
| | - Dandan Wei
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
| | - Lulu Wang
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
| | - Qingqing Xu
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
| | - Juan Wang
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
| | - Mengzhen Zhao
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
| | - Jintian Geng
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
| | - Jiayu Shi
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
| | - Cuicui Ma
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
| | - Zhenxing Mao
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
| | - Chongjian Wang
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
| | - Wenqian Huo
- Department of Occupational and Environmental Health Sciences, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P. R. China
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Spore LM, Dencker EE, Kvanner EA, Hansen CP, Burgdorf SK, Krohn PS, Kollbeck SLG, Storkholm JH, Sillesen M. Perioperative factors associated with survival following surgery for pancreatic cancer - a nationwide analysis of 473 cases from Denmark. BMC Surg 2024; 24:76. [PMID: 38431571 PMCID: PMC10908011 DOI: 10.1186/s12893-024-02369-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 02/23/2024] [Indexed: 03/05/2024] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) remains one of the most lethal cancers worldwide, with an overall 5-year survival rate of only 5%. The effect of perioperative treatment factors including duration of surgery, blood transfusions as well as choice of anesthesia and analgesia techniques on overall survival (OS) following pancreatic resections for PDAC, is currently not well known. We hypothesized that these perioperative factors might be associated with OS after pancreatic resections for PDAC. METHODS This is a retrospective study from a nationwide cohort of patients who underwent surgery for PDAC in Denmark from 2011 to 2020. Kaplan-Meier 1, 2 and 5-year survival estimates were 73%, 49% and 22%, respectively. Data were obtained by joining the national Danish Pancreatic Cancer Database (DPCD) and the Danish Anaesthesia Database (DAD). Associations between the primary endpoint (OS) and perioperative factors including duration of surgery, type of anesthesia (intravenous, inhalation or mixed), use of epidural analgesia and perioperative blood transfusions were assessed using Hazard Ratios (HRs). These were calculated by Cox regression, controlling for relevant confounders identified through an assessment of the current literature. These included demographics, comorbidities, perioperative information, pre and postoperative chemotherapy, tumor staging and free resection margins. RESULTS Overall, data from 473 resected PDAC patients were available. Multivariate Cox regression indicated that perioperative blood transfusions were associated with shorter OS (HR 2.53, p = 0.005), with survival estimates of 8.8% in transfused vs. 28.0% in non-transfused patients at 72 months after surgery. No statistically significant associations were identified for the duration of surgery or anesthesia/analgesia techniques. CONCLUSION In this study, the use of perioperative blood transfusions was associated with shorter OS.
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Affiliation(s)
- Laura Marr Spore
- Department of Organ Surgery and Transplantation, Copenhagen University Hospital, Rigshospitalet, Denmark
| | - Emilie Even Dencker
- Department of Organ Surgery and Transplantation, Copenhagen University Hospital, Rigshospitalet, Denmark
| | - Eske Aasvang Kvanner
- Department of Anesthesia, Copenhagen University Hospital, Rigshospitalet, Denmark
- Institute of Clinical Medicine, University of Copenhagen Medical School, Copenhagen, Denmark
| | - Carsten Palnaes Hansen
- Department of Organ Surgery and Transplantation, Copenhagen University Hospital, Rigshospitalet, Denmark
| | - Stefan Kobbelgaard Burgdorf
- Department of Organ Surgery and Transplantation, Copenhagen University Hospital, Rigshospitalet, Denmark
- Institute of Clinical Medicine, University of Copenhagen Medical School, Copenhagen, Denmark
| | - Paul Suno Krohn
- Department of Organ Surgery and Transplantation, Copenhagen University Hospital, Rigshospitalet, Denmark
| | | | - Jan Henrik Storkholm
- Department of Organ Surgery and Transplantation, Copenhagen University Hospital, Rigshospitalet, Denmark
- Department of Surgery, Imperial College NHS Trust, Hammersmith Hospital, London, UK
| | - Martin Sillesen
- Department of Organ Surgery and Transplantation, Copenhagen University Hospital, Rigshospitalet, Denmark.
- Institute of Clinical Medicine, University of Copenhagen Medical School, Copenhagen, Denmark.
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Elevated systemic immune inflammation level increases the risk of total and cause-specific mortality among patients with chronic kidney disease: a large multi-center longitudinal study. Inflamm Res 2023; 72:149-158. [PMID: 36352033 DOI: 10.1007/s00011-022-01659-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 10/13/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Chronic kidney disease (CKD) is inherently a complex immune-inflammatory condition, and heightened inflammation and immune dysfunction are closely related to an increased risk of death. However, evidence regarding the relationship between immune-inflammatory levels and all-cause, cardiovascular, and cancer mortality among patients with CKD is scarce. METHODS Patients with non-dialysis dependent CKD undergoing coronary angiography (CAG) were included from five Chinese tertiary hospitals. Systemic immune inflammation index (SII) was calculated by multiplying peripheral platelet count with neutrophil-to-lymphocyte ratio, and patients were categorized into four groups by SII quartiles. Cox regression models and competing risk Fine and Gray models were used to examining the relationships between SII levels and all-cause, cardiovascular, and cancer mortality. RESULTS A total of the 19,327 patients (68.8 ± 10.03 years, female 32.0%) were included in this study. During a median follow-up of 4.5 years, 5,174 deaths occurred, including 2,861 cardiovascular deaths and 375 cancer deaths. Controlling for confounders, all-cause mortality (Q2, Q3, Q4: hazard ratio(HR) [95 CI%] = 1.15 [1.06-1.26], 1.30 [1.19-1.42], 1.48 [1.35-1.62], respectively; p for trend < 0.001) and cardiovascular mortality (Q2, Q3, Q4: HR [95 CI%] = 1.16 [1.03-1.31], 1.40 [1.24-1.58], 1.64 [1.44-1.85], respectively; p for trend < 0.001) increased with higher SII levels, and SII levels was related to cancer mortality comparing last quartile to first quartile of SII (Q2, Q3, Q4: HR [95 CI%] = 1.12 [0.83-1.52], 1.22 [0.90-1.67], 1.50 [1.09-2.08], respectively; p for trend < 0.001). CONCLUSION Elevated immune inflammation level on admission was an independent risk factor for all-cause, cardiovascular, and cancer mortality among CKD patients. Further research is needed to validate the predictive value of SII for mortality risk among CKD patients.
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Mansouri S, Daniel L, Amhis N, Leveille M, Boudreau JE, Alkayyal AA, Collin Y, Tai LH. Perioperative oncolytic virotherapy to counteract surgery-induced immunosuppression and improve outcomes in pancreatic ductal adenocarcinoma. Front Oncol 2023; 13:1071751. [PMID: 36874130 PMCID: PMC9978493 DOI: 10.3389/fonc.2023.1071751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 01/30/2023] [Indexed: 02/18/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a high fatality cancer with one of the worst prognoses in solid tumors. Most patients present with late stage, metastatic disease and are not eligible for potentially curative surgery. Despite complete resection, the majority of surgical patients will recur within the first two years following surgery. Postoperative immunosuppression has been described in different digestive cancers. While the underlying mechanism is not fully understood, there is compelling evidence to link surgery with disease progression and cancer metastasis in the postoperative period. However, the idea of surgery-induced immunosuppression as a facilitator of recurrence and metastatic spread has not been explored in the context of pancreatic cancer. By surveying the existing literature on surgical stress in mostly digestive cancers, we propose a novel practice-changing paradigm: alleviate surgery-induced immunosuppression and improve oncological outcome in PDAC surgical patients by administering oncolytic virotherapy in the perioperative period.
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Affiliation(s)
- Sarah Mansouri
- Department of Immunology and Cell Biology, Université de Sherbrooke, Sherbrooke, QC, Canada.,Department of Surgery, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Lauren Daniel
- Department of Surgery, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Nawal Amhis
- Department of Immunology and Cell Biology, Université de Sherbrooke, Sherbrooke, QC, Canada.,Department of Surgery, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Maxime Leveille
- Department of Immunology and Cell Biology, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Jeanette E Boudreau
- Department of Microbiology and Immunology, Dalhousie University, Halifax, NS, Canada
| | - Almohanad A Alkayyal
- Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, University of Tabuk, Tabuk, Saudi Arabia.,Immunology Research Program, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Yves Collin
- Department of Surgery, Université de Sherbrooke, Sherbrooke, QC, Canada.,Research Center of the Centre hospitalier universitaire de Sherbrooke (CHUS), Sherbrooke, QC, Canada
| | - Lee-Hwa Tai
- Department of Immunology and Cell Biology, Université de Sherbrooke, Sherbrooke, QC, Canada.,Research Center of the Centre hospitalier universitaire de Sherbrooke (CHUS), Sherbrooke, QC, Canada
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Lee YJ, Park YS, Lee HW, Park TY, Lee JK, Heo EY. Peripheral lymphocyte count as a surrogate marker of immune checkpoint inhibitor therapy outcomes in patients with non-small-cell lung cancer. Sci Rep 2022; 12:626. [PMID: 35022510 PMCID: PMC8755768 DOI: 10.1038/s41598-021-04630-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 12/28/2021] [Indexed: 12/12/2022] Open
Abstract
Degree of expression of programmed death-ligand 1 (PD-L1) is related with Immune check point inhibitors (ICIs) response but it needs sufficient tumor tissue. There is unmet need for easily accessible and prognostic peripheral blood (PB) biomarkers. We investigated the application of serum peripheral lymphocyte count (PLC) as a predictive PB biomarker for ICI response in patients with NSCLC. We conducted a retrospective study and reviewed the patients with NSCLC who were treated with ICIs from April 1, 2016, to March 31, 2019. The PLC before and after 1 month of immunotherapy was collected. We evaluated the association between PLC and progression-free survival (PFS), overall survival (OS) and adverse events. A total of 231 patients were treated with ICIs for NSCLC. The median follow-up period was 4.7 months and the disease progressed in 138 patients (59.7%). Compared with the lowest quartile (Q1: the lowest 25%), the highest quartile (Q4: the highest 25%) of post-treatment PLC showed a significantly higher PFS (HR 0.28, 95% CI 0.16-0.52) and OS (HR 0.35, 95% CI 0.19-0.65) in the adjusted model. An association between adverse events and PLC was not observed. We revealed that an increased pre- and post-treatment PLC was associated with favorable PFS and OS with NSCLC patients treated with ICIs. PLC could be a helpful for ICI responses in NSCLC.
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Affiliation(s)
- Ye Jin Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Hospital, 101, Daehak-ro, Jongno-gu, Seoul, Republic of Korea
| | - Young Sik Park
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Hospital, 101, Daehak-ro, Jongno-gu, Seoul, Republic of Korea
| | - Hyun Woo Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Boramae-gil, 42, Dongjak-Gu, Seoul, Korea
| | - Tae Yoen Park
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Boramae-gil, 42, Dongjak-Gu, Seoul, Korea
| | - Jung Kyu Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Boramae-gil, 42, Dongjak-Gu, Seoul, Korea
| | - Eun Young Heo
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Boramae-gil, 42, Dongjak-Gu, Seoul, Korea.
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Bahçeci A, Kötek Sedef A, Işik D. The prognostic values of prognostic nutritional index in extensive-stage small-cell lung cancer. Anticancer Drugs 2022; 33:e534-e540. [PMID: 34407045 DOI: 10.1097/cad.0000000000001169] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
We aimed to assess the prognostic and predictive significance of pretreatment Prognostic Nutritional Index (PNI) in extensive-stage small-cell lung cancer (ES-SCLC) patients treated with first-line chemotherapy. We designed this study to evaluate the prognostic role of PNI in 147 ES-SCLC patients treated with platinum-based combination regimen between 2011 and 2018. Kaplan-Meier survival analyses and Cox proportional hazard models were used to examine the effects of basal PNI on overall survival (OS). The median age of the patients was 61 (range 38-81). The cutoff value for PNI was determined for whole group and patients were dichotomized into high (≥49.17) and low (<49.17). Seventy-eight (53.1%) patients had low PNI score and 69 (46.9%) patients had high PNI score. Patients with the high PNI score had better OS than those with low PNI (13 versus 12 months, respectively, and P = 0.03). The relationship between PNI score and OS was more prominent in patients over 65 years of age (13 versus 10 months, respectively, and P = 0.03). Progression-free survival of patients with complete response to first-line treatment was statistically significantly better than the other patients (8 versus 7 months, respectively, and P = 0.02). Similarly, OS was statistically significantly better than the other patients (15 versus 8 months, respectively, and P = 0.001). The results of our study show that PNI score is useful in evaluating the OS of patients with ES-SCLC. PNI is a cost-effective prognostic marker and should therefore be included in routine clinical practice.
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Affiliation(s)
| | - Ayşe Kötek Sedef
- Department of Radiation Oncology, Dr. Ersin Arslan Education and Research Hospital, Gaziantep, Turkey
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van der Sijde F, Mustafa DAM, Vietsch EE, Katsikis PD, van Eijck CHJ. Circulating Immunological Biomarkers: Prognosis of Pancreatic Cancer Patients Reflected by the Immune System. Pancreas 2021; 50:933-941. [PMID: 34643608 DOI: 10.1097/mpa.0000000000001862] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
ABSTRACT To date, little advances have been made toward new and more effective therapies for pancreatic ductal adenocarcinoma (PDAC). Discovery of prognostic and predictive biomarkers is needed to stratify patients for available treatments and to elucidate how new therapies could be developed. Recent studies have made clear that the immune system is not only affected in the microenvironment of the primary tumor and it is also systemically disrupted in PDAC patients. Under normal circumstances, the immune system is in perfect balance with both proinflammatory and anti-inflammatory components present. In this review, we focus on circulating immunological characteristics including immune cells and their subtypes, cytokines, and immune checkpoints in the peripheral blood not only to understand the poor prognosis of PDAC patients but also to find new leads for new innovative therapies.
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Affiliation(s)
| | | | | | - Peter D Katsikis
- Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
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Li H, Zhou F, Cao Z, Tang Y, Huang Y, Li Y, Yi B, Yang J, Du P, Zhu D, Zhou J. Development and Validation of a Nomogram Based on Nutritional Indicators and Tumor Markers for Prognosis Prediction of Pancreatic Ductal Adenocarcinoma. Front Oncol 2021; 11:682969. [PMID: 34136406 PMCID: PMC8200845 DOI: 10.3389/fonc.2021.682969] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 05/11/2021] [Indexed: 12/11/2022] Open
Abstract
Purpose This study aimed to develop and validate a nomogram with preoperative nutritional indicators and tumor markers for predicting prognosis of patients with pancreatic ductal adenocarcinoma (PDAC). Methods We performed a bicentric, retrospective study including 155 eligible patients with PDAC. Patients were divided into a training group (n = 95), an internal validation group (n = 34), an external validation group (n = 26), and an entire validation group (n = 60). Cox regression analysis was conducted in the training group to identify independent prognostic factors to construct a nomogram for overall survival (OS) prediction. The performance of the nomogram was assessed in validation groups and through comparison with controlling nutritional status (CONUT) and prognostic nutrition index (PNI). Results The least absolute shrinkage and selection operator (LASSO) regression, univariate and multivariate Cox regression analysis revealed that serum albumin and lymphocyte count were independent protective factors while CA19-9 and diabetes were independent risk factors. The concordance index (C-index) of the nomogram in the training, internal validation, external validation and entire validation groups were 0.777, 0.769, 0.759 and 0.774 respectively. The areas under curve (AUC) of the nomogram in each group were 0.861, 0.845, 0.773, and 0.814. C-index and AUC of the nomogram were better than those of CONUT and PNI in the training and validation groups. The net reclassification index (NRI), integrated discrimination improvement (IDI) and decision curve analysis showed improvement of accuracy of the nomogram in predicting OS and better net benefit in guiding clinical decisions in comparison with CONUT and PNI. Conclusions The nomogram incorporating four preoperative nutritional and tumor markers including serum albumin concentration, lymphocyte count, CA19-9 and diabetes mellitus could predict the prognosis more accurately than CONUT and PNI and may serve as a clinical decision support tool to determine what treatment options to choose.
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Affiliation(s)
- Haoran Li
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Fang Zhou
- Department of General Surgery, Changshu No. 2 People's Hospital, Suzhou, China
| | - Zhifei Cao
- Department of Pathology, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Yuchen Tang
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yujie Huang
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Ye Li
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Bin Yi
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jian Yang
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Peng Du
- Department of General Surgery, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Dongming Zhu
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jian Zhou
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
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11
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d'Engremont C, Grillot J, Raillat J, Vernerey D, Vuitton L, Koch S, Turco C, Heyd B, Mouillet G, Jacquinot Q, Borg C, Vienot A. Additive Value of Preoperative Sarcopenia and Lymphopenia for Prognosis Prediction in Localized Pancreatic Ductal Adenocarcinoma. Front Oncol 2021; 11:683289. [PMID: 34123853 PMCID: PMC8190386 DOI: 10.3389/fonc.2021.683289] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Accepted: 05/10/2021] [Indexed: 11/25/2022] Open
Abstract
Background Surgical resection with adjuvant chemotherapy is the only treatment that can provide long term survival in localized pancreatic ductal adenocarcinoma (LPDAC). Notwithstanding, recurrence occurs in the vast majority of patients and a better stratification of preoperative therapies is required. This study aimed to investigate preoperative immunological and nutritional factors to predict relapse-free survival (RFS) in patients with LPDAC. Methods Analyses were derived from all consecutive LPDAC patients treated with surgical resection at Besancon University Hospital, France, between January 2006 and December 2014 (n=146). Biological and nutritional parameters were recorded before and after surgery. The association of 24 baseline parameters with RFS was evaluated using univariate and multivariate Cox analyses. Based on the final model, a prognostic score was developed. Results Lymphocyte count and body composition were available for 94 patients. In multivariate analysis, preoperative lymphopenia and sarcopenia (or a low muscle mass) were identified as independent prognostic factors for RFS. The score determined three groups with a median RFS of 5.6 months (95% confidence interval [CI] = 4.3 to 9.6 months) for high-risk group, corresponding to patients with lymphopenia; 11.5 months (95%CI = 9.8 to 13.9 months), and 21.2 months (95%CI = 9.9 to 55.3 months), for intermediate-(patient with sarcopenia without lymphopenia), and low-risk groups (no risk factor), respectively (p <0.001). Preoperative sarcopenia predicts the occurrence of postoperative lymphopenia in patients with a preoperative lymphocyte count above 1,000/mm3 (p = 0.0029). Conclusions Preoperative lymphopenia and sarcopenia are pejorative prognostic factors in LPDAC and should be considered in the preoperative evaluation to stratify death risk in patients with LPDAC.
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Affiliation(s)
- Christelle d'Engremont
- Department of Gastroenterology and Nutrition, University Hospital of Besançon, Besançon, France
| | - Julienne Grillot
- Department of Gastroenterology and Nutrition, University Hospital of Besançon, Besançon, France
| | - Julie Raillat
- Department of Gastroenterology and Nutrition, University Hospital of Besançon, Besançon, France
| | - Dewi Vernerey
- Methodology and Quality of Life in Oncology Unit, University Hospital of Besançon, Besançon, France
| | - Lucine Vuitton
- Department of Gastroenterology and Nutrition, University Hospital of Besançon, Besançon, France
| | - Stéphane Koch
- Department of Gastroenterology and Nutrition, University Hospital of Besançon, Besançon, France
| | - Célia Turco
- Department of Digestive Surgery and Liver Transplantation, University Hospital of Besançon, Besançon, France
| | - Bruno Heyd
- Department of Digestive Surgery and Liver Transplantation, University Hospital of Besançon, Besançon, France
| | - Guillaume Mouillet
- Department of Medical Oncology, University Hospital of Besançon, Besançon, France
| | - Quentin Jacquinot
- Department of Medical Oncology, University Hospital of Besançon, Besançon, France
| | - Christophe Borg
- Department of Medical Oncology, University Hospital of Besançon, Besançon, France.,INSERM, EFS BFC, UMR1098, RIGHT, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaire et Génique, University of Bourgogne Franche-Comté, Besançon, France.,Clinical Investigational Center, CIC-1431, University Hospital of Besançon, Besançon, France
| | - Angélique Vienot
- Department of Medical Oncology, University Hospital of Besançon, Besançon, France.,INSERM, EFS BFC, UMR1098, RIGHT, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaire et Génique, University of Bourgogne Franche-Comté, Besançon, France.,Clinical Investigational Center, CIC-1431, University Hospital of Besançon, Besançon, France
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12
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Park SJ, Lee J, Kim H, Shin K, Lee M, Park JM, Choi MG, Park CH, Song KY, Lee HH, Kim IH. Association between absolute lymphocyte count and overall mortality in patients with surgically resected gastric cancer. Korean J Intern Med 2021; 36:679-688. [PMID: 33601866 PMCID: PMC8137401 DOI: 10.3904/kjim.2019.358] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Accepted: 04/13/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND/AIMS Lymphocytes are an important component of the cell-mediated immune system. As lymphopenia is reportedly associated with poor prognoses in patients with various cancers, we investigated this notion in patients who underwent curative gastrectomy. METHODS We retrospectively analyzed the association between absolute lymphocyte count (ALC) and prognosis in patients with stage I-III gastric cancer who underwent curative surgical resection. Ever lymphopenic patients were defined as those with ALCs < 1,000/μL at any time post-diagnosis except within 30 days post-surgery. Adjusted multivariable regression models were used to evaluate the associations between lymphopenia and overall mortality, gastric cancer-specific mortality, and disease-free survival. RESULTS We investigated 1,222 patients diagnosed between January 2011 and December 2015. Fifty-six patients (4.6%) were lymphopenic at diagnosis and nearly one-quarter (24.8%) were ever lymphopenic with a mean minimum ALC of 640/μL. Older age (odds ratio [OR], 1.02) and higher stage (stage III vs. I; OR, 3.01) were positively associated with ever lymphopenia. On multivariable analysis, ever lymphopenia predicted higher overall mortality (hazard ratio [HR], 1.83; p = 0.008), higher gastric cancer-specific mortality (HR, 1.58; p = 0.048), and shorter disease-free survival (HR, 1.83; p = 0.006). The 5-year gastric cancer-specific mortality rates for ever- and never lymphopenic patients were 10.9% and 3.7%, respectively; their 5-year cumulative recurrence rates were 15.1% and 4.6%, respectively. CONCLUSION This study demonstrate that ever lymphopenia is independent prognostic factor for overall mortality and recurrence in patients with potentially curable gastric cancer; hence, ALCs may be a biomarker for predicting the prognoses of patients with stage I-III gastric cancer who had curative gastrectomy.
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Affiliation(s)
- Se Jun Park
- Divisions of Medical Oncology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - Jinsoo Lee
- Divisions of Medical Oncology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - Hyunho Kim
- Divisions of Medical Oncology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - Kabsoo Shin
- Divisions of Medical Oncology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - MyungAh Lee
- Divisions of Medical Oncology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - Jae Myung Park
- Gastroenterology, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - Myung-Gyu Choi
- Gastroenterology, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - Cho Hyun Park
- Department of Surgery, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - Kyo Young Song
- Department of Surgery, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - Han Hong Lee
- Department of Surgery, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - In-Ho Kim
- Divisions of Medical Oncology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
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13
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Ozdemir Y, Topkan E, Mertsoylu H, Selek U. Low Prognostic Nutritional Index Predicts Poor Clinical Outcomes in Patients with Stage IIIB Non-small-cell Lung Carcinoma Undergoing Chemoradiotherapy. Cancer Manag Res 2020; 12:1959-1967. [PMID: 32214853 PMCID: PMC7083637 DOI: 10.2147/cmar.s248034] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Accepted: 03/06/2020] [Indexed: 12/12/2022] Open
Abstract
Purpose To investigate the prognostic utility of the prognostic nutritional index (PNI) in stage IIIB non-small-cell lung carcinoma (NSCLC) patients undergoing concurrent chemoradiotherapy (CRT). Methods A total of 358 stage IIIB NSCLC patients who received a total dose of 60–66 Gy (2 Gy/fraction) radiotherapy and ≥1 cycle(s) of platinum-based chemotherapy were analyzed. The receiver operating curve analysis was utilized to identify the optimal PNI cut-off value demonstrating a significant connection with the overall survival (OS), locoregional progression-free survival (LRPFS), and progression-free survival (PFS). Results At a median follow-up time of 22.5 months (range: 2.4–123.5), 30.2% and 14% of the patients were still alive and free of disease progression, respectively.The median OS, LRPFS, and PFS were 25.2 [95% confidence interval (CI): 36.3–46.6 months], 15.4 (95% CI: 26.6–35.3 months), and 10.7 (95% CI: 36.8–69.9 months), individually, for the whole study accomplice. The ROC analysis revealed an optimum rounded cut-off that associated meaningfully with each of the OS [area under the curve (AUC): 84.1%; sensitivity: 75.9%;72.4% specificity], LRPFS (AUC: 92.4%; sensitivity: 87.9%; 85.1% specificity), and PFS (AUC: 80.1%; sensitivity: 73.7%; 71.6% specificity) at a value of 40.5. Comparative analyses revealed that the patients presenting with PNI≤40.5 had significantly inferior OS (16.8 vs 36.7; P<0.001), LRPFS (11.5 vs 19.5; P<0.001), and PFS (8.6 vs 13.6; P<0.001) outcomes compared to patients with PNI>40.5. In univariate analyses, lower T-stage (1–2 vs 3–4; P< 0.001), lower N-stage (N2 vs N3; P< 0.001), anemia status (absent vs present; P< 0.001), weight loss status (<5% vs ≥5%; P< 0.001), and PNI group (≤40.5 vs >40.5; P<0.001) were the factors found to be associated with OS, LRPFS and PFS results. The results of multivariate analysis exhibited that the PNI was independently associated with each of the OS (P<0.001), LRPFS (P<0.001), and PFS (P<0.001) outcomes. Conclusion The pretreatment PNI appears to be a robust novel prognostic factor that stratifies patients with stage IIIB NSCLC into two significantly distinct survival groups after CRT.
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Affiliation(s)
- Yurday Ozdemir
- Department of Radiation Oncology, Baskent University Medical Faculty, Adana, Turkey
| | - Erkan Topkan
- Department of Radiation Oncology, Baskent University Medical Faculty, Adana, Turkey
| | - Huseyin Mertsoylu
- Department of Medical Oncology, Baskent University Medical Faculty, Adana, Turkey
| | - Ugur Selek
- School of Medicine, Department of Radiation Oncology, Koc University, Istanbul, Turkey.,MD Anderson Cancer Center, Department of Radiation Oncology, The University of Texas, Houston, TX, USA
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14
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Zhao J, Huang W, Wu Y, Luo Y, Wu B, Cheng J, Chen J, Liu D, Li C. Prognostic role of pretreatment blood lymphocyte count in patients with solid tumors: a systematic review and meta-analysis. Cancer Cell Int 2020; 20:15. [PMID: 31938023 PMCID: PMC6954501 DOI: 10.1186/s12935-020-1094-5] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Accepted: 01/02/2020] [Indexed: 12/12/2022] Open
Abstract
Background To evaluate the prognostic value of pretreatment lymphocyte counts with respect to clinical outcomes in patients with solid tumors. Methods Systematic literature search of electronic databases (Pubmed, Embase and Web of Science) up to May 1, 2018 was carried out by two independent reviewers. We included Eligible studies assessed the prognostic impact of pretreatment lymphocytes and had reported hazard ratios (HR) with 95% confidence intervals (CIs) for endpoints including overall survival (OS) and progression-free survival (PFS). Only English publications were included. Results A total of 42 studies comprising 13,272 patients were included in this systematic review and meta-analysis. Low pretreatment lymphocyte count was associated with poor OS (HR = 1.27, 95% CI 1.16–1.39, P < 0.001, I2 = 58.5%) and PFS (HR = 1.27, 95% CI 1.15–1.40, P < 0.001, I2 = 25.7%). Subgroup analysis disaggregated by cancer type indicated that low pretreatment lymphocytes were most closely associated with poor OS in colorectal cancer followed by breast cancer and renal cancer. Conclusions Low pretreatment lymphocyte count may represent an unfavorable prognostic factor for clinical outcomes in patients with solid tumors.
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Affiliation(s)
- Jiawen Zhao
- 1Department of Urology, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021 Guangxi Zhuang Autonomous Region China
| | - Weijia Huang
- 2Department of Gastrointestinal Surgery, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021 Guangxi Zhuang Autonomous Region China
| | - Yongxian Wu
- 1Department of Urology, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021 Guangxi Zhuang Autonomous Region China
| | - Yihuan Luo
- 2Department of Gastrointestinal Surgery, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021 Guangxi Zhuang Autonomous Region China
| | - Bo Wu
- 1Department of Urology, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021 Guangxi Zhuang Autonomous Region China
| | - Jiwen Cheng
- 1Department of Urology, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021 Guangxi Zhuang Autonomous Region China
| | - Junqiang Chen
- 2Department of Gastrointestinal Surgery, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021 Guangxi Zhuang Autonomous Region China
| | - Deyun Liu
- 1Department of Urology, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021 Guangxi Zhuang Autonomous Region China
| | - Chengyang Li
- 1Department of Urology, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021 Guangxi Zhuang Autonomous Region China
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15
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Liu J, Wei C, Tang H, Liu Y, Liu W, Lin C. The prognostic value of the ratio of neutrophils to lymphocytes before and after intensity modulated radiotherapy for patients with nasopharyngeal carcinoma. Medicine (Baltimore) 2020; 99:e18545. [PMID: 31914029 PMCID: PMC6959862 DOI: 10.1097/md.0000000000018545] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
This study aimed to determine the impact of the neutrophil-to-lymphocyte ratio (NLR) and the platelet-to-lymphocyte ratio (PLR) on the prognosis of nasopharyngeal carcinoma (NPC) before and after intensity modulated radiotherapy (IMRT).Pre/post-treatment and changes in inflammatory biomarker levels of 207 patients who were diagnosed with NPC and received IMRT between January 2012 and December 2014 were analyzed, and the cellular biomarker analyses were from patient blood. ROC (receiver operating characteristic) analysis was used to decide the optimal cutoff values of NLR and changes in NLR (ΔNLR) and PLR (ΔPLR). The Kaplan-Meier and logarithmic rank methods were used to compare overall survival times between groups. Univariate analysis was used to investigate the effects of age, gender, histology, Karnofsky performance score (KPS), TNM stage, clinical stage, course of disease and lymphocyte, neutrophil and platelet counts as well as alkaline phosphatase (ALP) levels on the prognosis of NPC. The independent predictors of OS were determined by Cox multivariate regression analysis.The optimal cut-off values of NLR, PLR, ΔNLR and ΔPLR were 2.49, 155.82, 1.80, and 100.00, respectively. These were used to classify patients into high (NLR > 2.49) and low NLR groups (NLR < 2.49); high (PLR>155.82) and low (PLR < 155.82) PLR groups; high (ΔNLR>1.80) and low ΔNLR groups (ΔNLR < 1.80); high (ΔPLR > 100.00) and low ΔPLR groups (ΔPLR < 100.00). TNM stage, clinical stage and ALP levels were highly correlated with high NLR and PLR. Cox multivariate regression analysis suggested that the ΔNLR (HR = 2.89, 95% CI: 1.33∼2.78) was independent of the characteristics for NPC.As a novel inflammatory index, ΔNLR appears to have some predictive power for the prognosis of patients with NPC.
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Affiliation(s)
- Jing Liu
- Department of Radiation Oncology, The Second Affiliated Hospital of Guangxi Medical University
| | - Changwu Wei
- Department of Orthopaedics, The First Affiliated Hospital of Guangxi Medical University
| | - Haijun Tang
- Department of Orthopaedics, Minzu Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Yun Liu
- Department of Orthopaedics, The First Affiliated Hospital of Guangxi Medical University
| | - Wenqi Liu
- Department of Radiation Oncology, The Second Affiliated Hospital of Guangxi Medical University
| | - Chengsen Lin
- Department of Orthopaedics, The First Affiliated Hospital of Guangxi Medical University
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16
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Kim EY, Hong TH. Changes in total lymphocyte count and neutrophil‐to‐lymphocyte ratio after curative pancreatectomy in patients with pancreas adenocarcinoma and their prognostic role. J Surg Oncol 2019; 120:1102-1111. [DOI: 10.1002/jso.25725] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 09/27/2019] [Indexed: 12/18/2022]
Affiliation(s)
- Eun Y. Kim
- Division of Trauma and Surgical Critical Care, Department of Surgery, Seoul St. Mary's Hospital, College of MedicineThe Catholic University of Korea Seoul Republic of Korea
| | - Tae H. Hong
- Division of Hepato‐biliary and Pancreas Surgery, Department of Surgery, Seoul St. Mary's Hospital, College of MedicineThe Catholic University of Korea Seoul Republic of Korea
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17
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Guo M, Li W, Li B, Zou B, Wang S, Meng X, Sun X, Yu J, Wang L. Prognostic value of delta inflammatory biomarker-based nomograms in patients with inoperable locally advanced NSCLC. Int Immunopharmacol 2019; 72:395-401. [PMID: 31030095 DOI: 10.1016/j.intimp.2019.04.032] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 04/16/2019] [Accepted: 04/16/2019] [Indexed: 12/18/2022]
Abstract
OBJECTIVE Inflammation plays critical roles in tumor growth and progression, and can be adversely affected by chemotherapy and radiotherapy. However, there have been few studies on the prognostic value of delta (Δ) inflammatory biomarkers before and after chemoradiotherapy in patients with locally advanced non-small cell lung cancer (LA-NSCLC). METHODS In this study, pre/post-treatment and Δ inflammatory biomarkers of 370 patients who were diagnosed as having inoperable LA-NSCLC in Shandong Cancer Hospital between January 2005 and January 2016 were analyzed. Nomograms were then established for predicting prognosis. RESULTS Median overall survival (OS) and progression free survival (PFS) for all patients were 28.1 (range 1.9-129.0) months and 11.1 (range 1.7-58.7) months, respectively. The neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) significantly increased and the lymphocyte-to-monocyte ratio (LMR) significantly decreased during the concurrent chemoradiotherapy course (P < 0.001, P < 0.001, and P < 0.001, respectively). Multivariate analysis revealed that pre-LMR, ΔNLR, and minimum absolute lymphocyte counts were independent predictors of OS (P = 0.027, P = 0.012, and P = 0.015, respectively) and post-LMR, post-NLR, and ΔNLR were independent predictors of PFS (P = 0.014, P = 0.001, and P = 0.036, respectively). Nomograms for OS and PFS were established by combining all significant inflammatory markers and clinicopathological characteristics. The concordance indexes for OS and PFS were 0.709 and 0.688, respectively. CONCLUSION Post-treatment and Δ inflammatory biomarkers may have more prognostic significance than baseline measurements of inflammatory biomarkers in LA-NSCLC patients. The proposed nomograms based on the dynamic inflammatory biomarkers and clinicopathological factors may be practical and widely available for evaluating the prognosis of patients with inoperable LA-NSCLC.
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Affiliation(s)
- Meiying Guo
- Department of Radiation Oncology, Shandong Cancer Hospital Affiliated to Shandong University, Shandong University, Jinan 250117, China
| | - Wanlong Li
- Department of Radiation Oncology, Shandong Cancer Hospital Affiliated to Shandong University, Shandong University, Jinan 250117, China; Shandong Academy of Medical Sciences, Jinan 250001, China
| | - Butuo Li
- Department of Radiation Oncology, Shandong Cancer Hospital Affiliated to Shandong University, Shandong University, Jinan 250117, China; Department of Radiation Oncology and Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin 300270, China
| | - Bing Zou
- Department of Radiation Oncology, Shandong Cancer Hospital Affiliated to Shandong University, Shandong University, Jinan 250117, China; Shandong Academy of Medical Sciences, Jinan 250001, China
| | - Shijiang Wang
- Department of Radiation Oncology, Shandong Cancer Hospital Affiliated to Shandong University, Shandong University, Jinan 250117, China; Shandong Academy of Medical Sciences, Jinan 250001, China
| | - Xue Meng
- Department of Radiation Oncology, Shandong Cancer Hospital Affiliated to Shandong University, Shandong University, Jinan 250117, China; Shandong Academy of Medical Sciences, Jinan 250001, China
| | - Xindong Sun
- Department of Radiation Oncology, Shandong Cancer Hospital Affiliated to Shandong University, Shandong University, Jinan 250117, China; Shandong Academy of Medical Sciences, Jinan 250001, China
| | - Jinming Yu
- Department of Radiation Oncology, Shandong Cancer Hospital Affiliated to Shandong University, Shandong University, Jinan 250117, China; Shandong Academy of Medical Sciences, Jinan 250001, China.
| | - Linlin Wang
- Department of Radiation Oncology, Shandong Cancer Hospital Affiliated to Shandong University, Shandong University, Jinan 250117, China; Shandong Academy of Medical Sciences, Jinan 250001, China.
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18
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Doussot A, Jarnagin WR, Azoulay D, Heyd B. Improving actual survival after hepatectomy for intrahepatic cholangiocarcinoma-still a long way to go. Hepatobiliary Surg Nutr 2019; 8:161-163. [PMID: 31098368 DOI: 10.21037/hbsn.2018.11.21] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Alexandre Doussot
- Department of Digestive Surgical Oncology, Liver Transplantation Unit, University Hospital of Besancon, Besançon, France
| | - William R Jarnagin
- Department of Surgery, Hepatopancreatobiliary Service, Memorial Sloan Kettering Cancer Center, New York City, NY, USA
| | - Daniel Azoulay
- Department of Hepatopancreatobiliary Surgery, Liver Transplantation Unit, Henri Mondor Hopital, Créteil, France
| | - Bruno Heyd
- Department of Digestive Surgical Oncology, Liver Transplantation Unit, University Hospital of Besancon, Besançon, France
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19
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Hoshimoto S, Hishinuma S, Shirakawa H, Tomikawa M, Ozawa I, Ogata Y. Association of Preoperative Platelet-to-Lymphocyte Ratio with Poor Outcome in Patients with Distal Cholangiocarcinoma. Oncology 2019; 96:290-298. [PMID: 30909286 DOI: 10.1159/000499050] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 02/17/2019] [Indexed: 12/26/2022]
Abstract
BACKGROUND Several preoperative systemic inflammatory parameters, such as the neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), lymphocyte-to-monocyte ratio (LMR), and Glasgow Prognostic Score, have been reported to be associated with the prognosis of solid tumors. However, there are conflicting survival data regarding these parameters in cholangiocarcinoma. OBJECTIVES In this study, we performed a retrospective cohort analysis of patients with distal cholangiocarcinoma (DCC) who underwent surgical resection to evaluate the prognostic value of a cluster of preoperative hematological inflammatory parameters for survival. METHOD Fifty-three patients with DCC who underwent pancreaticoduodenectomy with curative intent were enrolled. The optimal cutoff values of hematological inflammatory parameters, including the absolute lym-phocyte count, NLR, PLR, and LMR, were determined by time-dependent receiver operating characteristic analysis. -Results: The univariate analysis for overall survival (OS) of conventional factors and hematological inflammatory parameters identified that portal vein invasion and PLR had p values of ≤0.1. The univariate analysis for disease-free survival (DFS) identified that lymph node metastasis, PLR, lymphocyte count, and number of positive lymph nodes (≥3) had p values of ≤0.1. These factors were incorporated into the full model and variables were selected using the backward stepwise method. The multivariate analysis identified portal vein invasion and high PLR as independent prognostic factors for OS (p = 0.033 and 0.039, respectively) and high PLR and number of positive lymph nodes (≥3) as independent prognostic factors for DFS (p = 0.016 and 0.004, respectively). CONCLUSIONS Preoperative PLR assessment may be useful for detecting high-risk DCC patients undergoing surgical resection for aggressive adjuvant therapy.
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Affiliation(s)
- Sojun Hoshimoto
- Department of Digestive Surgery, Tochigi Cancer Center, Utsunomiya, Japan,
| | - Shoichi Hishinuma
- Department of Digestive Surgery, Tochigi Cancer Center, Utsunomiya, Japan
| | - Hirofumi Shirakawa
- Department of Digestive Surgery, Tochigi Cancer Center, Utsunomiya, Japan
| | - Moriaki Tomikawa
- Department of Digestive Surgery, Tochigi Cancer Center, Utsunomiya, Japan
| | - Iwao Ozawa
- Department of Digestive Surgery, Tochigi Cancer Center, Utsunomiya, Japan
| | - Yoshiro Ogata
- Department of Digestive Surgery, Tochigi Cancer Center, Utsunomiya, Japan
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Yoshino Y, Taguchi A, Takao M, Kashiyama T, Furusawa A, Uno M, Okada S, Kino N, Yasugi T. Lymphopenia after induction chemotherapy correlates with incomplete surgical resection in patients with advanced ovarian cancer. Int J Clin Oncol 2018; 24:428-436. [PMID: 30506281 DOI: 10.1007/s10147-018-1374-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 11/27/2018] [Indexed: 12/11/2022]
Abstract
BACKGROUND Lymphopenia is associated with poor outcomes in patients with various cancers, but little is known about the prognostic impact of lymphopenia in patients with epithelial ovarian cancer (EOC) after induction chemotherapy (IC). This study investigated the prognostic significance of pre- and post-IC lymphopenia in patients with advanced EOC. METHODS We reviewed medical records of 68 patients with stage III/IV ovarian, fallopian tube, or peritoneal cancer treated with IC at our institution between 2009 and 2017. We assessed the associations of pre- and post-IC inflammatory markers, including lymphocyte counts, with several oncological outcomes, such as the implementation of interval debulking surgery (IDS), complete resection, progression-free survival (PFS), and overall survival (OS). RESULTS Lymphocyte counts increased significantly post-IC compared with the pre-IC values (P = 0.009). Pre-IC lymphopenia was observed in 27 patients (40%), whereas only 16 patients (24%) displayed lymphopenia post-IC (P = 0.020). Among several inflammatory markers, only post-IC lymphopenia was significantly associated with incomplete resection outcome during IDS (P = 0.012). Moreover, post-IC lymphopenia was significantly associated with poor PFS (log-rank test, P = 0.009), whereas pre-IC lymphopenia was associated with neither PFS nor OS. CONCLUSIONS Post-IC lymphopenia may predict incomplete resection during IDS and poor prognosis in patients with advanced EOC.
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Affiliation(s)
- Yasunori Yoshino
- Department of Gynecology, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, 3-18-22 Honkomagome, Bunkyo-ku, Tokyo, 113-8677, Japan
| | - Ayumi Taguchi
- Department of Gynecology, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, 3-18-22 Honkomagome, Bunkyo-ku, Tokyo, 113-8677, Japan.
| | - Maki Takao
- Department of Gynecology, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, 3-18-22 Honkomagome, Bunkyo-ku, Tokyo, 113-8677, Japan
| | - Tomoko Kashiyama
- Department of Gynecology, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, 3-18-22 Honkomagome, Bunkyo-ku, Tokyo, 113-8677, Japan
| | - Akiko Furusawa
- Department of Gynecology, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, 3-18-22 Honkomagome, Bunkyo-ku, Tokyo, 113-8677, Japan
| | - Masaya Uno
- Department of Gynecology, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, 3-18-22 Honkomagome, Bunkyo-ku, Tokyo, 113-8677, Japan
| | - Satoshi Okada
- Department of Gynecology, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, 3-18-22 Honkomagome, Bunkyo-ku, Tokyo, 113-8677, Japan
| | - Nao Kino
- Department of Gynecology, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, 3-18-22 Honkomagome, Bunkyo-ku, Tokyo, 113-8677, Japan
| | - Toshiharu Yasugi
- Department of Gynecology, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, 3-18-22 Honkomagome, Bunkyo-ku, Tokyo, 113-8677, Japan
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Prognostic stratification of resected pancreatic ductal adenocarcinoma: Past, present, and future. Dig Liver Dis 2018; 50:979-990. [PMID: 30205952 DOI: 10.1016/j.dld.2018.08.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 08/02/2018] [Accepted: 08/02/2018] [Indexed: 02/06/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the digestive cancer with the poorest prognosis, with a 5-year overall survival rate of 7%. Complete surgical resection followed by adjuvant chemotherapy is the only treatment with curative intent. However, many patients with an apparently localized disease who may undergo primary tumor resection already have micro-metastatic disease and will promptly develop metastases. Considering the significant rate of morbidity and mortality upon pancreatic surgery, the pre-operative identification of patients with an aggressive disease is therefore a major clinical issue. Although tumor size, differentiation, margins, and lymph node invasion are the main "classical" prognostic factors, they are not sufficient to fully predict early disease recurrence. In the last decade, multi-omics high-throughput analyses have provided a new insight into PDAC biology and have led to the description of multiple molecular subtypes, with a significant prognostic value for most of them, but that have not yet been transposed to routine clinical practice, mainly due to poor availability of tumor tissue material prior to surgical resection. In this review, we provide an overview of the current status of clinico-pathological and molecular biomarkers (tumor and blood) to predict early recurrence, and their implications for clinical practice and future research development.
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Wang Z, Wang Y, Zhang X, Zhang T. Pretreatment prognostic nutritional index as a prognostic factor in lung cancer: Review and meta-analysis. Clin Chim Acta 2018; 486:303-310. [PMID: 30138620 DOI: 10.1016/j.cca.2018.08.030] [Citation(s) in RCA: 81] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2018] [Revised: 08/17/2018] [Accepted: 08/17/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND Numerous studies have explored the association between pretreatment prognostic nutritional index (PNI) and prognosis in lung cancer (LC), but the results are still inconclusive. We systematically evaluated the prognostic value of pretreatment PNI in LC patients by conducting a meta-analysis. METHODS A comprehensive literature search was performed by retrieving PubMed, EMBASE, and Web of Science, Wan Fang and CNKI databases. We used hazard ratios (HRs) and their 95% confidence intervals (CIs) to assess the associations of PNI with overall survival (OS), disease-free survival/recurrence-free survival (DFS/RFS) and progression-free survival (PFS) in LC patients. RESULTS A total of 21 studies were enrolled into this meta-analysis, with 17 about no-small cell lung cancer (NSCLC) and 4 about on small-cell lung cancer (SCLC). The results indicated that NSCLC patients with low PNI had shorter OS (HR: 1.59, 95% CI: 1.28-1.96, P = 0.001), DFS/RFS (HR = 1.74, 95% CI = 1.08-2.80, P = 0.017), and PFS (HR = 1.52, 95% CI = 1.26-1.83, P = 0.002) than patients with high PNI. The robustness of these pooled results were verified by our stratified analysis and sensitivity analysis. Besides, a pooled analysis of 4 studies about SCLC suggested that low PNI was closely associated with worse OS in SCLC patients as well. CONCLUSION Low PNI predicts poor survival in LC patients.
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Affiliation(s)
- Zhongtao Wang
- Division of Pediatric Respiratory Medicine, Gansu Provincial Maternity and Child-Care Hospital, NO.143, Qilihe North Street, Qilihe District, Lanzhou City, Gansu Province, China
| | - Yongjun Wang
- Division of Pediatric Respiratory Medicine, Gansu Provincial Maternity and Child-Care Hospital, NO.143, Qilihe North Street, Qilihe District, Lanzhou City, Gansu Province, China.
| | - Xinmei Zhang
- Division of Pediatric Respiratory Medicine, Gansu Provincial Maternity and Child-Care Hospital, NO.143, Qilihe North Street, Qilihe District, Lanzhou City, Gansu Province, China
| | - Tingting Zhang
- Division of Pediatric Respiratory Medicine, Gansu Provincial Maternity and Child-Care Hospital, NO.143, Qilihe North Street, Qilihe District, Lanzhou City, Gansu Province, China
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Sumner WA, Stokes WA, Oweida A, Berggren KL, McDermott JD, Raben D, Abbott D, Jones B, Gan G, Karam SD. Survival impact of pre-treatment neutrophils on oropharyngeal and laryngeal cancer patients undergoing definitive radiotherapy. J Transl Med 2017; 15:168. [PMID: 28764811 PMCID: PMC5539641 DOI: 10.1186/s12967-017-1268-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Accepted: 07/19/2017] [Indexed: 11/12/2022] Open
Abstract
Background Squamous cell carcinoma of the head and neck (HNSCC) represents an array of disease processes with a generally unfavorable prognosis. Inflammation plays an important role in tumor development and response to therapy. We performed a retrospective analysis of HNSCC patients to explore the relationship of the lymphocyte and neutrophil counts, the neutrophil-to-lymphocyte ratio (NLR) overall survival (OS), cancer-specific survival (CSS), local control (LC) and distant control (DC). Materials/methods All patients received definitive treatment for cancers of the oropharynx or larynx between 2006–2015. Neutrophil and lymphocyte counts were collected pre-, during-, and post-treatment. The correlations of patient, tumor, and biological factors to OS, CSS, LC and DC were assessed. Results 196 patients met our inclusion criteria; 171 patients were Stage III or IV. Median follow-up was 2.7 years. A higher neutrophil count at all treatment time points was predictive of poor OS with the pre-treatment neutrophil count and overall neutrophil nadir additionally predictive of DC. Higher pre-treatment and overall NLR correlated to worse OS and DC, respectively. Conclusion A higher pre-treatment neutrophil count correlates to poor OS, CSS and DC. Lymphocyte counts were not found to impact survival or tumor control. Higher pre-treatment NLR is prognostic of poor OS. Electronic supplementary material The online version of this article (doi:10.1186/s12967-017-1268-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Whitney A Sumner
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - William A Stokes
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Ayman Oweida
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Kiersten L Berggren
- Department of Internal Medicine, Section of Radiation Oncology, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Jessica D McDermott
- Division of Medical Oncology, Department of Medicine, University of Colorado School of Medicine, Aurora, USA
| | - David Raben
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Diana Abbott
- Department of Biostatistics, University of Colorado School of Medicine, Aurora, CO, USA
| | - Bernard Jones
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Gregory Gan
- Department of Internal Medicine, Section of Radiation Oncology, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Sana D Karam
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA.
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