Development and validation of a new prognostic immune-inflammatory-nutritional score for predicting outcomes after curative resection for intrahepatic cholangiocarcinoma: A multicenter study

被引:25
作者
Zhu, Jiang [1 ]
Wang, Denghui [7 ]
Liu, Chang [2 ,3 ]
Huang, Rui [6 ]
Gao, Fengwei [1 ,5 ]
Feng, Xuping [1 ]
Lan, Tian [1 ]
Li, Hui [4 ]
Wu, Hong [1 ]
机构
[1] Sichuan Univ, West China Hosp, Liver Transplantat Ctr, Chengdu, Peoples R China
[2] Sichuan Univ, West China Hosp, Dept Liver Surg, Chengdu, Peoples R China
[3] Chengdu ShangJin NanFu Hosp, Dept Hepatopancreatobiliary Minimal Invas Surg, Chengdu, Peoples R China
[4] Chongqing Univ Canc Hosp, Dept Hepatobiliary Pancreat Tumor Ctr, Chongqing Key Lab Translat Res Canc Metastasis & I, Chongqing, Peoples R China
[5] Peoples Hosp Leshan, Dept Hepatobiliary Surg, Leshan, Peoples R China
[6] Zhejiang Univ, Affiliated Hosp 2, Dept Anesthesiol, Sch Med, Hangzhou, Peoples R China
[7] Chongqing Med Univ, Dept Endocrine & Breast Surg, Affiliated Hosp 1, Chongqing, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2023年 / 14卷
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
intrahepatic cholangiocarcinoma; immunity; inflammation; nutrition; prognosis; nomogram; INNATE IMMUNITY; CARCINOMA; SURVIVAL;
D O I
10.3389/fimmu.2023.1165510
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
BackgroundImmune function, nutrition status, and inflammation influence tumor initiation and progression. This was a retrospective multicenter cohort study that investigated the prognostic value and clinical relevance of immune-, inflammatory-, and nutritional-related biomarkers to develop a novel prognostic immune-inflammatory-nutritional score (PIIN score) for patients with intrahepatic cholangiocarcinoma (ICC). MethodsThe clinical data of 571 patients (406 in the training set and 165 in the validation set) were collected from four large hepato-pancreatico-biliary centers of patients with ICC who underwent surgical resection between January 2011 and September 2017. Twelve blood biomarkers were collected to develop the PIIN score using the LASSO Cox regression model. The predictive value was further assessed using validation datasets. Afterward, nomograms combining the PIIN score and other clinicopathological parameters were developed and validated based on the calibration curve, time-dependent AUC curves, and decision curve analysis (DCA). The primary outcomes evaluated were overall survival (OS) and recurrence-free survival (RFS) from the day of primary resection of ICC. ResultsBased on the albumin-bilirubin (ALBI) grade, neutrophil- to- lymphocyte ratio (NLR), prognostic nutritional index (PNI), and systemic immune- inflammation index (SII) biomarkers, the PIIN score that classified patients into high-risk and low-risk groups could be calculated. Patients with high-risk scores had shorter OS (training set, p < 0.001; validation set, p = 0.003) and RFS (training set, p < 0.001; validation set, p = 0.002) than patients with low-risk scores. The high PIIN score was also associated with larger tumors (>= 5 cm), lymph node metastasis (N1 stage), multiple tumors, and high tumor grade or TNM (tumor (T), nodes (N), and metastases (M)) stage. Furthermore, the high PIIN score was a significant independent prognostic factor of OS and RFS in both the training (p < 0.001) and validation (p = 0.003) cohorts, respectively. A PIIN-nomogram for individualized prognostic prediction was constructed by integrating the PIIN score with the clinicopathological variables that yielded better predictive performance than the TNM stage. ConclusionThe PIIN score, a novel immune-inflammatory-nutritional-related prognostic biomarker, predicts the prognosis in patients with resected ICC and can be a reliable tool for ICC prognosis prediction after surgery. Our study findings provide novel insights into the role of cancer-related immune disorders, inflammation, and malnutrition.
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页数:15
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共 45 条
  • [1] Global trends in mortality from intrahepatic and extrahepatic cholangiocarcinoma
    Bertuccio, Paola
    Malvezzi, Matteo
    Carioli, Greta
    Hashim, Dana
    Boffetta, Paolo
    El-Serag, Hashem B.
    La Vecchia, Carlo
    Negri, Eva
    [J]. JOURNAL OF HEPATOLOGY, 2019, 71 (01) : 104 - 114
  • [2] The impact of neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio among patients with intrahepatic cholangiocarcinoma
    Buettner, Stefan
    Spolverato, Gaya
    Kimbrough, Charles W.
    Alexandrescu, Sorin
    Marques, Hugo P.
    Lamelas, Jorge
    Aldrighetti, Luca
    Gamblin, T. Clark
    Maithel, Shishir K.
    Pulitano, Carlo
    Weiss, Matthew
    Bauer, Todd W.
    Shen, Feng
    Poultsides, George A.
    Marsh, J. Wallis
    IJzermans, Jan N. M.
    Koerkamp, Bas Groot
    Pawlik, Timothy M.
    [J]. SURGERY, 2018, 164 (03) : 411 - 418
  • [3] Multiomic Analysis Reveals Comprehensive Tumor Heterogeneity and Distinct Immune Subtypes in Multifocal Intrahepatic Cholangiocarcinoma
    Chen, Shuling
    Xie, Yubin
    Cai, Yuhong
    Hu, Huanjing
    He, Minghui
    Liu, Lijuan
    Liao, Changyi
    Wang, Yuanqi
    Wang, Jianping
    Ren, Xiaoxue
    Zeng, Qianwen
    Peng, Hong
    Shen, Shunli
    Li, Shaoqiang
    Li, Dongming
    Lai, Jiaming
    Peng, Baogang
    Ren, Jian
    Kuang, Ming
    Peng, Sui
    [J]. CLINICAL CANCER RESEARCH, 2022, 28 (09) : 1896 - 1910
  • [4] Surgery for cholangiocarcinoma
    Cillo, Umberto
    Fondevila, Constantino
    Donadon, Matteo
    Gringeri, Enrico
    Mocchegiani, Federico
    Schlitt, Hans J.
    Ijzermans, Jan N. M.
    Vivarelli, Marco
    Zieniewicz, Krzysztof
    Damink, Steven W. M. Olde
    Koerkamp, Bas Groot
    [J]. LIVER INTERNATIONAL, 2019, 39 : 143 - 155
  • [5] Harnessing innate immunity in cancer therapy
    Demaria, Olivier
    Cornen, Stephanie
    Daeron, Marc
    Morel, Yannis
    Medzhitov, Ruslan
    Vivier, Eric
    [J]. NATURE, 2019, 574 (7776) : 45 - 56
  • [6] Proteogenomic characterization identifies clinically relevant subgroups of intrahepatic cholangiocarcinoma
    Dong, Liangqing
    Lu, Dayun
    Chen, Ran
    Lin, Youpei
    Zhu, Hongwen
    Zhang, Zhou
    Cai, Shangli
    Cui, Peng
    Song, Guohe
    Rao, Dongning
    Yi, Xinpei
    Wu, Yingcheng
    Song, Nixue
    Liu, Fen
    Zou, Yunhao
    Zhang, Shu
    Zhang, Xiaoming
    Wang, Xiaoying
    Qiu, Shuangjian
    Zhou, Jian
    Wang, Shisheng
    Zhang, Xu
    Shi, Yongyong
    Figeys, Daniel
    Ding, Li
    Wang, Pei
    Zhang, Bing
    Rodriguez, Henry
    Gao, Qiang
    Gao, Daming
    Zhou, Hu
    Fan, Jia
    [J]. CANCER CELL, 2022, 40 (01) : 70 - +
  • [7] Immune Cell Infiltration and Tertiary Lymphoid Structures as Determinants of Antitumor Immunity
    Engelhard, Victor H.
    Rodriguez, Anthony B.
    Mauldin, Ileana S.
    Woods, Amber N.
    Peske, J. David
    Slingluff, Craig L., Jr.
    [J]. JOURNAL OF IMMUNOLOGY, 2018, 200 (02) : 432 - 442
  • [8] Systemic Immune-Inflammation Index Predicts Prognosis of Patients after Curative Resection for Hepatocellular Carcinoma
    Hu, Bo
    Yang, Xin-Rong
    Xu, Yang
    Sun, Yun-Fan
    Sun, Chao
    Guo, Wei
    Zhang, Xin
    Wang, Wei-Min
    Qiu, Shuang-Jian
    Zhou, Jian
    Fan, Jia
    [J]. CLINICAL CANCER RESEARCH, 2014, 20 (23) : 6212 - 6222
  • [9] Assessment of Liver Function in Patients With Hepatocellular Carcinoma: A New Evidence-Based Approach-The ALBI Grade
    Johnson, Philip J.
    Berhane, Sarah
    Kagebayashi, Chiaki
    Satomura, Shinji
    Teng, Mabel
    Reeves, Helen L.
    O'Beirne, James
    Fox, Richard
    Skowronska, Anna
    Palmer, Daniel
    Yeo, Winnie
    Mo, Frankie
    Lai, Paul
    Inarrairaegui, Mercedes
    Chan, Stephen L.
    Sangro, Bruno
    Miksad, Rebecca
    Tada, Toshifumi
    Kumada, Takashi
    Toyoda, Hidenori
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2015, 33 (06) : 550 - U45
  • [10] Development and validation of a novel strong prognostic index for colon cancer through a robust combination of laboratory features for systemic inflammation: a prognostic immune nutritional index
    Jung, Sang-Hyuk
    Hao, Jie
    Shivakumar, Manu
    Nam, Yonghyun
    Kim, Jaesik
    Kim, Min Jung
    Ryoo, Seung-Bum
    Choe, Eun Kyung
    Jeong, Seung-Yong
    Park, Kyu Joo
    Park, Sung Chan
    Sohn, Dae Kyung
    Oh, Jae Hwan
    Won, Hong-Hee
    Kim, Dokyoon
    Park, Ji Won
    [J]. BRITISH JOURNAL OF CANCER, 2022, 126 (11) : 1539 - 1547