Nomograms predicting benefit after immunotherapy in oral bifidobacteria supplementation ICC patients: a retrospective study

被引:0
作者
Zhu, Sihui [1 ,2 ,3 ]
Jin, Yuncheng [1 ,2 ]
Zhang, Juan [1 ,2 ]
Zhou, Minzheng [1 ,2 ,3 ]
Liu, Baorui [1 ,2 ]
Liu, Xiufeng [4 ]
Shen, Jie [1 ,2 ,3 ]
Chen, Chao [4 ]
机构
[1] Nanjing Univ, Nanjing Drum Tower Hosp, Affiliated Hosp, Dept Oncol,Med Sch, Nanjing 210008, Peoples R China
[2] Nanjing Univ, Clin Canc Inst, Nanjing 210008, Jiangsu, Peoples R China
[3] Nanjing Univ, Nanjing Int Hosp, Comprehens Canc Ctr, Med Sch, Nanjing 210008, Jiangsu, Peoples R China
[4] Nanjing Med Univ, Jinling Hosp, Dept Oncol, Nanjing 210002, Peoples R China
关键词
Immunotherapy; Nomogram; Prognostic factor; Intrahepatic cholangiocarcinoma; BILIARY-TRACT CANCER; CHOLANGIOCARCINOMA; MANAGEMENT; ANTI-PD-1; BACTERIA; THERAPY; SAFETY; TUMORS;
D O I
10.1186/s12885-024-12982-4
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
PurposeThe objective of this study was to develop nomograms for predicting outcomes following immunotherapy in patients diagnosed with intrahepatic cholangiocarcinoma (ICC).Patients and methodsA retrospective analysis was conducted on data from 75 ICC patients who received immunotherapy at Jinling Hospital and Drum Hospital. The discriminative power, accuracy, and clinical applicability of the nomograms were assessed using the concordance index (C-index), calibration curve, and decision curve analysis (DCA). The predictive performance of the nomograms for overall survival (OS) and progression-free survival (PFS) was evaluated using the area under the receiver operating characteristic (ROC) curve. Kaplan-Meier curves were also generated for validation purposes.ResultsMultivariable analysis identified independent prognostic factors for OS, including CA19-9 levels, portal vein tumor thrombus (PVTT) grade, bifidobacteria administration, and surgery. The C-index of the nomogram for OS prediction was 0.722 (95% confidence interval [CI]: 0.661-0.783). Independent prognostic factors for PFS included CA19-9 levels, albumin, and bilirubin, with a C-index of 0.678 (95% CI: 0.612-0.743) for the nomogram predicting PFS. Calibration curves demonstrated strong concordance between predicted and observed outcomes, while DCA and Kaplan-Meier curves further supported the clinical utility of the nomogram.ConclusionThe nomogram developed in this study demonstrated favorable performance in predicting the prognosis of ICC patients undergoing immunotherapy. Additionally, our findings, for the first time, identified probiotics as a potential prognostic marker for immunotherapy. This prognostic model has the potential to enhance patient selection for immunotherapy and improve clinical decision-making.
引用
收藏
页数:14
相关论文
共 42 条
[31]   Adjuvant Therapy for Resected Biliary Tract Cancer: ASCO Clinical Practice Guideline [J].
Shroff, Rachna T. ;
Kennedy, Erin B. ;
Bachini, Melinda ;
Bekaii-Saab, Tanios ;
Crane, Christopher ;
Edeline, Julien ;
El-Khoueiry, Anthony ;
Feng, Mary ;
Katz, Matthew H. G. ;
Primrose, John ;
Soares, Heloisa P. ;
Valle, Juan ;
Maithel, Shishir K. .
JOURNAL OF CLINICAL ONCOLOGY, 2019, 37 (12) :1015-+
[32]   Commensal Bifidobacterium promotes antitumor immunity and facilitates anti-PD-L1 efficacy [J].
Sivan, Ayelet ;
Corrales, Leticia ;
Hubert, Nathaniel ;
Williams, Jason B. ;
Aquino-Michaels, Keston ;
Earley, Zachary M. ;
Benyamin, Franco W. ;
Lei, Yuk Man ;
Jabri, Bana ;
Alegre, Maria-Luisa ;
Chang, Eugene B. ;
Gajewski, Thomas F. .
SCIENCE, 2015, 350 (6264) :1084-1089
[33]   A postoperative prognostic nomogram predicting recurrence for patients with conventional clear cell renal cell carcinoma [J].
Sorbellini, M ;
Kattan, MW ;
Snyder, ME ;
Reuter, V ;
Motzer, R ;
Goetzl, M ;
McKiernan, J ;
Russo, P .
JOURNAL OF UROLOGY, 2005, 173 (01) :48-51
[34]   Surgical management of intrahepatic cholangiocarcinoma - A population-based study [J].
Tan, Jensen C. C. ;
Coburn, Natalie G. ;
Baxter, Nancy N. ;
Kiss, Alex ;
Law, Calvin H. L. .
ANNALS OF SURGICAL ONCOLOGY, 2008, 15 (02) :600-608
[35]   Immunotherapy against cancer-related viruses [J].
Tashiro, Haruko ;
Brenner, Malcolm K. .
CELL RESEARCH, 2017, 27 (01) :59-73
[36]   Safety, Activity, and Immune Correlates of Anti-PD-1 Antibody in Cancer [J].
Topalian, Suzanne L. ;
Hodi, F. Stephen ;
Brahmer, Julie R. ;
Gettinger, Scott N. ;
Smith, David C. ;
McDermott, David F. ;
Powderly, John D. ;
Carvajal, Richard D. ;
Sosman, Jeffrey A. ;
Atkins, Michael B. ;
Leming, Philip D. ;
Spigel, David R. ;
Antonia, Scott J. ;
Horn, Leora ;
Drake, Charles G. ;
Pardoll, Drew M. ;
Chen, Lieping ;
Sharfman, William H. ;
Anders, Robert A. ;
Taube, Janis M. ;
McMiller, Tracee L. ;
Xu, Haiying ;
Korman, Alan J. ;
Jure-Kunkel, Maria ;
Agrawal, Shruti ;
McDonald, Daniel ;
Kollia, Georgia D. ;
Gupta, Ashok ;
Wigginton, Jon M. ;
Sznol, Mario .
NEW ENGLAND JOURNAL OF MEDICINE, 2012, 366 (26) :2443-2454
[37]   Nomograms for Staging, Prognosis, and Predicting Treatment Outcomes [J].
Touijer, Karim ;
Scardino, Peter T. .
CANCER, 2009, 115 (13) :3107-3111
[38]   A purified membrane protein from Akkermansia muciniphila or the pasteurised bacterium blunts colitis associated tumourigenesis by modulation of CD8+ T cells in mice [J].
Wang, Lijuan ;
Tang, Lei ;
Feng, Yiming ;
Zhao, Suying ;
Han, Mei ;
Zhang, Chuan ;
Yuan, Gehui ;
Zhu, Jun ;
Cao, Shuyuan ;
Wu, Qian ;
Li, Lei ;
Zhang, Zhan .
GUT, 2020, 69 (11) :1988-1997
[39]   Viral Infection of Tumors Overcomes Resistance to PD-1-immunotherapy by Broadening Neoantigenome-directed T-cell Responses [J].
Woller, Norman ;
Guerlevik, Engin ;
Fleischmann-Mundt, Bettina ;
Schumacher, Anja ;
Knocke, Sarah ;
Kloos, Arnold M. ;
Saborowski, Michael ;
Geffers, Robert ;
Manns, Michael P. ;
Wirth, Thomas C. ;
Kubicka, Stefan ;
Kuehnel, Florian .
MOLECULAR THERAPY, 2015, 23 (10) :1630-1640
[40]   Tremelimumab in Combination With Microwave Ablation in Patients With Refractory Biliary Tract Cancer [J].
Xie, Changqing ;
Duffy, Austin G. ;
Mabry-Hrones, Donna ;
Wood, Bradford ;
Levy, Elliot ;
Krishnasamy, Venkatesh ;
Khan, Javed ;
Wei, Jun S. ;
Agdashian, David ;
Tyagi, Manoj ;
Gangalapudi, Vineela ;
Fioravanti, Suzanne ;
Walker, Melissa ;
Anderson, Victoria ;
Venzon, David ;
Figg, William D. ;
Sandhu, Milan ;
Kleiner, David E. ;
Morelli, Maria Pia ;
Floudas, Charalampos S. ;
Brar, Gagandeep ;
Steinberg, Seth M. ;
Korangy, Firouzeh ;
Greten, Tim F. .
HEPATOLOGY, 2019, 69 (05) :2048-2060