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可切除胰腺神经内分泌肿瘤患者术前外周血中性粒细胞/淋巴细胞比值对淋巴结转移的预测价值:一项基于列线图的研究

Predictive value of preoperative peripheral blood neutrophil/lymphocyte ratio for lymph node metastasis in patients of resectable pancreatic neuroendocrine tumors: a nomogram-based study.

作者信息

Tong Zhou, Liu Lulu, Zheng Yi, Jiang Weiqin, Zhao Peng, Fang Weijia, Wang Weilin

机构信息

Cancer Biotherapy Center, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China.

Key Laboratory of Precision Diagnosis and Treatment for Hepatobiliary and Pancreatic Tumor of Zhejiang Province, Hangzhou, 310003, China.

出版信息

World J Surg Oncol. 2017 May 30;15(1):108. doi: 10.1186/s12957-017-1169-5.

DOI:10.1186/s12957-017-1169-5
PMID:28558772
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5450407/
Abstract

BACKGROUND

Neutrophil-to-lymphocyte ratio (NLR) is one of the systemic inflammation markers, which has prognostic values in many types of tumor. However, hardly any research has reported the relationship between NLR and pancreatic neuroendocrine tumors (PanNETs). In this study, we aimed to evaluate the predictive value of the preoperative peripheral blood NLR on the clinical outcomes in patients of resectable PanNETs.

METHODS

Ninety-five cases of PanNETs registered in the First Affiliated Hospital of Zhejiang University between March 2009 and May 2016 and underwent pancreatic surgery were included in this study. Univariate and multivariate analyses were applied to identify the prognostic factors for PanNETs. Prognostic nomogram and its calibration curve then used R (version 3.3.2) to predict lymph node (LN) metastasis.

RESULTS

Among these 95 patients, 52 (54.7%) patients were diagnosed as grade 1 (G1) NET (mitotic count <2/10 HPF, Ki-67 ≤2%), 32 (33.7%) as G2 NET (mitotic count 2-20/10 HPF, Ki-67 3-20%), and 11 (11.6%) as G3 NEC (mitotic count >20/10 HPF, Ki-67 >20%). Increased NLR was found to relate with advanced T stage, LN metastasis, tumor thrombus formation, and advanced grade (p < 0.05 for all). Multivariate logistic regression was performed and indicated that NLR (HR 6.74; p = 0.02) was an independent prognostic factor for LN metastasis. Furthermore, we developed a nomogram based on the combination of NLR, T stage, and grade for LN metastasis with a good discrimination ability with the AUC (area under the curve) of 0.885. This nomogram showed larger AUC than those using NLR (0.725), T stage (0.808), or grade (0.708) alone as a prognostic factor, which means this system achieved a more optional performance in predicting clinical outcomes. Finally, the Kaplan-Meier curve indicated that the recurrence-free survival (RFS) of patients with high NLR (NLR >1.40, RFS 61.1 ± 4.4 months) decreased significantly as compared with those of low NLR (NLR ≤1.40, RFS 63.8 ± 2.9 month, p < 0.05).

CONCLUSIONS

The preoperative NLR is a potential independent predictor for LN metastasis and RFS. Our nomogram highlighted the important role of NLR in prognosis, which might be considered as a convenient indicator for lymph node metastasis, especially during the initial diagnosis for resectable PanNETs.

摘要

背景

中性粒细胞与淋巴细胞比值(NLR)是全身炎症标志物之一,在多种肿瘤类型中具有预后价值。然而,几乎没有研究报道NLR与胰腺神经内分泌肿瘤(PanNETs)之间的关系。在本研究中,我们旨在评估术前外周血NLR对可切除PanNETs患者临床结局的预测价值。

方法

纳入2009年3月至2016年5月在浙江大学第一附属医院登记并接受胰腺手术的95例PanNETs患者。采用单因素和多因素分析确定PanNETs的预后因素。然后使用R(版本3.3.2)绘制预后列线图及其校准曲线,以预测淋巴结(LN)转移。

结果

在这95例患者中,52例(54.7%)患者被诊断为1级(G1)神经内分泌肿瘤(有丝分裂计数<2/10高倍视野,Ki-67≤2%),32例(33.7%)为G2神经内分泌肿瘤(有丝分裂计数2-20/10高倍视野,Ki-67 3-20%),11例(11.6%)为G3神经内分泌癌(有丝分裂计数>20/10高倍视野,Ki-67>20%)。发现NLR升高与T分期进展、LN转移、肿瘤血栓形成和分级进展相关(所有p<0.05)。进行多因素逻辑回归分析,结果表明NLR(HR 6.74;p=0.02)是LN转移的独立预后因素。此外,我们基于NLR、T分期和分级组合开发了用于预测LN转移的列线图,其具有良好的辨别能力,曲线下面积(AUC)为0.885。该列线图的AUC大于单独使用NLR(0.725)、T分期(0.808)或分级(0.708)作为预后因素时的AUC,这意味着该系统在预测临床结局方面表现更优。最后,Kaplan-Meier曲线表明,高NLR患者(NLR>1.40,无复发生存期[RFS]为61.1±4.4个月)的RFS与低NLR患者(NLR≤1.40,RFS为63.8±2.9个月,p<0.05)相比显著降低。

结论

术前NLR是LN转移和RFS的潜在独立预测指标。我们的列线图突出了NLR在预后中的重要作用,可作为LN转移的便捷指标,尤其是在可切除PanNETs的初始诊断期间。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1854/5450407/89198ee14996/12957_2017_1169_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1854/5450407/8cdce7c6efda/12957_2017_1169_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1854/5450407/152787892cb9/12957_2017_1169_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1854/5450407/c11765a2d56c/12957_2017_1169_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1854/5450407/5f0d498d4517/12957_2017_1169_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1854/5450407/094c4e02c720/12957_2017_1169_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1854/5450407/89198ee14996/12957_2017_1169_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1854/5450407/8cdce7c6efda/12957_2017_1169_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1854/5450407/152787892cb9/12957_2017_1169_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1854/5450407/c11765a2d56c/12957_2017_1169_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1854/5450407/5f0d498d4517/12957_2017_1169_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1854/5450407/094c4e02c720/12957_2017_1169_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1854/5450407/89198ee14996/12957_2017_1169_Fig6_HTML.jpg

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本文引用的文献

1
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Medicine (Baltimore). 2016 Oct;95(40):e5079. doi: 10.1097/MD.0000000000005079.
2
Neutrophil to Lymphocyte Ratio (NLR) and Derived Neutrophil to Lymphocyte Ratio (d-NLR) Predict Non-Responders and Postoperative Complications in Patients Undergoing Radical Surgery After Neo-Adjuvant Radio-Chemotherapy for Rectal Adenocarcinoma.中性粒细胞与淋巴细胞比值(NLR)及衍生中性粒细胞与淋巴细胞比值(d-NLR)可预测接受新辅助放化疗后行根治性手术的直肠癌患者的无反应者及术后并发症。
Cancer Invest. 2016;34(9):440-451. doi: 10.1080/07357907.2016.1229332. Epub 2016 Oct 14.
3
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Med Princ Pract. 2022;31(6):586-594. doi: 10.1159/000527360. Epub 2022 Nov 2.
4
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5
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9
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Front Endocrinol (Lausanne). 2021 Jul 22;12:672499. doi: 10.3389/fendo.2021.672499. eCollection 2021.
10
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Cancers (Basel). 2021 Jun 2;13(11):2771. doi: 10.3390/cancers13112771.
Sarcopenia as a Novel Preoperative Prognostic Predictor for Survival in Patients with Bladder Cancer Undergoing Radical Cystectomy.肌肉减少症作为行根治性膀胱切除术的膀胱癌患者生存的一种新型术前预后预测指标。
Ann Surg Oncol. 2016 Dec;23(Suppl 5):1048-1054. doi: 10.1245/s10434-016-5606-4. Epub 2016 Oct 3.
4
Prognostic Significance of Neutrophil to Lymphocyte Ratio in Oncologic Outcomes of Cholangiocarcinoma: A Meta-analysis.中性粒细胞与淋巴细胞比值对胆管癌肿瘤学结局的预后意义:一项荟萃分析。
Sci Rep. 2016 Oct 3;6:33789. doi: 10.1038/srep33789.
5
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BMC Surg. 2016 Sep 20;16(1):66. doi: 10.1186/s12893-016-0179-5.
6
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7
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8
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Mediators Inflamm. 2016;2016:6058147. doi: 10.1155/2016/6058147. Epub 2016 Feb 4.
10
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