Novel immune scoring dynamic nomograms based on B7-H3, B7-H4, and HHLA2: Potential prediction in survival and immunotherapeutic efficacy for gallbladder cancer

被引:6
作者
Lv, Chao [1 ]
Han, Shukun [1 ]
Wu, Baokang [1 ]
Liang, Zhiyun [1 ]
Li, Yang [1 ]
Zhang, Yizhou [1 ]
Lang, Qi [1 ]
Zhong, Chongli [1 ]
Fu, Lei [1 ]
Yu, Yang [2 ]
Xu, Feng [1 ]
Tian, Yu [1 ]
机构
[1] China Med Univ, Shengjing Hosp, Dept Gen Surg, Shenyang, Liaoning, Peoples R China
[2] Jinzhou Med Univ, Dept Surg, Jinzhou, Liaoning, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2022年 / 13卷
基金
中国国家自然科学基金;
关键词
B7-H3 (CD276); B7-H4 (B7x; B7-H5); tumor infiltrating lymphocytes (TILs); gallbladder cancer; PROGNOSTIC-FACTORS; CLINICAL IMPACT; TARGETING B7-H3; SOLID TUMORS; EXPRESSION; CARCINOMA; RECEPTOR; PD-L1; GEMCITABINE; VALIDATION;
D O I
10.3389/fimmu.2022.984172
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
BackgroundGallbladder cancer (GBC) is a mortal malignancy with limited therapeutic strategies. We aimed to develop novel immune scoring systems focusing on B7-H3, B7-H4, and HHLA2. We further investigated their potential clinical effects in predicting survival and immunotherapeutic efficacy for GBC. MethodsThis was a retrospective cohort study in a single center that explored the expression characteristics of B7-H3, B7-H4, and HHLA2. The immune scoring nomograms for prognostic were developed via logistic regression analyses. Their performance was evaluated using the Harrell concordance index (C-index) and decision curves analysis (DCA), and validated with calibration curves. ResultsB7-H3, B7-H4, and HHLA2 manifested with a relatively high rate of co-expression patterns in GBC tissues. They were associated with worse clinicopathological stage, suppression of immune microenvironment, and unfavorable prognosis in postoperative survival. B7 stratification established based on B7-H3, B7-H4, and HHLA2 was an independent prognostic predictor (p<0.05 in both groups). Moreover, immune stratification was also successfully constructed based on B7 stratification and the density of CD8(+) TILs (all p<0.001). The prediction models were developed based on B7-/or immune stratification combined with the TNM/or Nevin staging system. These novel models have excellent discrimination ability in predicting survival and immunotherapeutic efficacy for GBC patients by DCA and clinical impact plots. Finally, dynamic nomograms were developed for the most promising clinical prediction models (B7-TNM model and Immune-TNM model) to facilitate prediction. ConclusionsImmune scoring systems focusing on B7-H3, B7-H4, and HHLA2 may effectively stratify the prognosis of GBC. Prognostic nomograms based on novel immune scoring systems may potentially predict survival and immunotherapeutic efficacy in GBC. Further valid verification is necessary.
引用
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页数:16
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共 58 条
[1]   Humanized Affinity-matured Monoclonal Antibody 8H9 Has Potent Antitumor Activity and Binds to FG Loop of Tumor Antigen B7-H3 [J].
Ahmed, Mahiuddin ;
Cheng, Ming ;
Zhao, Qi ;
Goldgur, Yehuda ;
Cheal, Sarah M. ;
Guo, Hong-Fen ;
Larson, Steven M. ;
Cheung, Nai-Kong V. .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2015, 290 (50) :30018-30029
[2]   Programmed Death Ligand-1 (PD-L1) Is an Independent Negative Prognosticator in Western-World Gallbladder Cancer [J].
Albrecht, Thomas ;
Brinkmann, Fritz ;
Albrecht, Michael ;
Lonsdorf, Anke S. ;
Mehrabi, Arianeb ;
Hoffmann, Katrin ;
Kulu, Yakup ;
Charbel, Alphonse ;
Vogel, Monika N. ;
Rupp, Christian ;
Koehler, Bruno ;
Springfeld, Christoph ;
Schirmacher, Peter ;
Roessler, Stephanie ;
Goeppert, Benjamin .
CANCERS, 2021, 13 (07)
[3]   B7-H3 Expression in NSCLC and Its Association with B7-H4, PD-L1 and Tumor-Infiltrating Lymphocytes [J].
Altan, Mehmet ;
Pelekanou, Vasiliki ;
Schalper, Kurt A. ;
Toki, Maria ;
Gaule, Patricia ;
Syrigos, Konstantinos ;
Herbst, Roy S. ;
Rimm, David L. .
CLINICAL CANCER RESEARCH, 2017, 23 (17) :5202-5209
[4]   KIR3DL3 Is an Inhibitory Receptor for HHLA2 that Mediates an Alternative Immunoinhibitory for Pathway to PD1 [J].
Bhatt, Rupal S. ;
Berjis, Abdulla ;
Konge, Julie C. ;
Mahoney, Kathleen M. ;
Klee, Alyssa N. ;
Freeman, Samuel S. ;
Chen, Chun-Hau ;
Jegede, Opeyemi A. ;
Catalano, Paul J. ;
Pignon, Jean-Christophe ;
Sticco-Ivins, Maura ;
Zhu, Baogong ;
Hua, Ping ;
Soden, Jo ;
Zhu, Jie ;
McDermott, David F. ;
Arulanandam, Antonio R. ;
Signoretti, Sabina ;
Freeman, Gordon J. .
CANCER IMMUNOLOGY RESEARCH, 2021, 9 (02) :156-169
[5]   X-tile: A new bio-informatics tool for biomarker assessment and outcome-based cut-point optimization [J].
Camp, RL ;
Dolled-Filhart, M ;
Rimm, DL .
CLINICAL CANCER RESEARCH, 2004, 10 (21) :7252-7259
[6]   Mystery Checkpoint Revealed: KIR3DL3 Finally Found a Ligand in HHLA2 [J].
Campbell, Kerry S. .
CANCER IMMUNOLOGY RESEARCH, 2021, 9 (02) :128-128
[7]   Assessment of combined expression of B7-H3 and B7-H4 as prognostic marker in esophageal cancer patients [J].
Chen, Lujun ;
Xie, Quanqin ;
Wang, Zhigang ;
Shi, Liangrong ;
Wu, Changping ;
Jiang, Jingting .
ONCOTARGET, 2016, 7 (47) :77237-77243
[8]   HHLA2, a New Immune Checkpoint Member of the B7 Family, Is Widely Expressed in Human Lung Cancer and Associated with EGFR Mutational Status [J].
Cheng, Haiying ;
Janakiram, Murali ;
Borczuk, Alain ;
Lin, Juan ;
Qiu, Wanglong ;
Liu, Huijie ;
Chinai, Jordan M. ;
Halmos, Balazs ;
Perez-Soler, Roman ;
Zang, Xingxing .
CLINICAL CANCER RESEARCH, 2017, 23 (03) :825-832
[9]   Systemic Chemotherapy Combined with Resection for Locally Advanced Gallbladder Carcinoma: Surgical and Survival Outcomes [J].
Creasy, John M. ;
Goldman, Debra A. ;
Dudeja, Vikas ;
Lowery, Maeve A. ;
Cercek, Andrea ;
Balachandran, Vinod P. ;
Allen, Peter J. ;
DeMatteo, Ronald P. ;
Kingham, T. Peter ;
D'Angelica, Michael I. ;
Jarnagin, William R. .
JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2017, 224 (05) :906-916
[10]   MiR-29c downregulates tumor-expressed B7-H3 to mediate the antitumor NK-cell functions in ovarian cancer [J].
Deng, Mengqi ;
Wu, Di ;
Zhang, Yanqin ;
Jin, Zhaoyu ;
Miao, Jinwei .
GYNECOLOGIC ONCOLOGY, 2021, 162 (01) :190-199