Efficacy and Safety of Anti-PD1/PDL1 in Advanced Biliary Tract Cancer: A Systematic Review and Meta-Analysis
Open accessAbstract
Background: Anti-programmed cell death protein 1 and its ligand (anti-PD1/PDL1) have been proposed as a promising therapeutic option for advanced biliary tract cancer (aBTC). Given the scarce quantitative analyses of anti-PD1/PDL1 in aBTC, we thus did a meta-analysis to assess the benefits and risks of this emerging treatment strategy in patients with aBTC. Methods: PubMed, Embase, the Cochrane Library, Web of Science, and meeting resources were searched for relevant studies. The main endpoints were median progression-free survival (mPFS), median overall survival (mOS), objective response rate (ORR), disease control rate (DCR), any-grade adverse events (AEs), and grade 3–4 AEs. Results: Twenty-eight studies with 1,338 participants were included. The best curative effect was found in the anti-PD1/PDL1 combined with anti-CTLA4 and chemotherapy group (mPFS: 12.4 months; mOS: 16.0 months; ORR: 45.1%; DCR: 95.0%), followed by the anti-PD1/PDL1 plus chemotherapy group (mPFS: 8.2 months; mOS: 14.8 months; ORR: 36.3%; DCR: 84.6%), the anti-PD1/PDL1 plus antiangiogenesis group (mPFS: 4.9 months; mOS: 10.2 months; ORR: 17.5%; DCR: 68.7%), the anti-PD1/PDL1 plus anti-cytotoxic T lymphocyte antigen 4 (anti-CTLA4) group (mPFS: 2.9 months; mOS: 8.3 months; ORR: 9.9%; DCR: 36.8%), and the anti-PD1/PDL1 monotherapy group (mPFS: 2.5 months; mOS: 7.6 months; ORR: 6.8%; DCR: 34.7%). Compared with anti-PD1-containing regimens, anti-PDL1-containing regimens achieved preferable mPFS (11.1 vs. 3.8 months), mOS (12.2 vs. 9.8 months), and ORR (23.7% vs. 17.4%), despite a similar DCR (61.1% vs. 61.3%). The mPFS, mOS, ORR, and DCR were 10.6 months, 15.8 months, 42.3%, and 88.6% of first-line anti-PD1/PDL1 and 3.0 months, 9.1 months, 11.6%, and 51.1% of second-line therapy or beyond, respectively. There were 80.6% and 34.0% of the patients suffering any-grade AEs and grade 3–4 AEs. Anti-PD1/PDL1 monotherapy might be considered as a safer alternative than combination regimens. Meanwhile, obvious toxicities in the first-line setting could not be neglected. Conclusions: Anti-PD1/PDL1 showed encouraging efficacy and acceptable safety profile in aBTC and, thus, could be an alternative treatment.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Combining ICB with anti-angiogenesis therapies has improved efficacy in cancers such as hepatocellular carcinoma (HCC) and biliary tract cancers.
“Notably, combining ICB with anti-angiogenesis therapies has improved efficacy in cancers such as hepatocellular carcinoma (HCC) and biliary tract cancers.”
From Contrasting cytotoxic and regulatory T cell responses underlying distinct clinical outcomes to anti-PD-1 plus lenvatinib therapy in cancer (2025) · cites this paper as [15]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
The citation lists haven’t been fetched yet
References 65 · Cited by 11
Research works printed but not linked: 62
- [1]Asrani SK Devarbhavi H Eaton J Kamath PS. Burden of Liver Diseases in the World. J Hepatol (2019) 70(1): 151–71. doi: 10.1016/j.jhep.2018.09.014 30266282 · DOI · Paper page
- [2]Banales JM Marin JJG Lamarca A Rodrigues PM Khan SA Roberts LR. Cholangiocarcinoma 2020: The Next Horizon in Mechanisms and Management. Nat Rev Gastroenterol Hepatol (2020) 17(9): 557–88. doi: 10.1038/s41575-020-0310-z PMC7447603 32606456 · DOI · Paper page
- [3]Are C Ahmad H Ravipati A Croo D Clarey D Smith L. Global Epidemiological Trends and Variations in the Burden of Gallbladder Cancer. J Surg Oncol (2017) 115(5): 580–90. doi: 10.1002/jso.24546 28138977 · DOI
- [5]Rizzo A Ricci AD Brandi G. PD-L1, TMB, MSI, and Other Predictors of Response to Immune Checkpoint Inhibitors in Biliary Tract Cancer. Cancers (2021) 13(3): 558. doi: 10.3390/cancers13030558 PMC7867133 33535621 · DOI
- [6]Valle J Wasan H Palmer DH Cunningham D Anthoney A Maraveyas A. Cisplatin Plus Gemcitabine Versus Gemcitabine for Biliary Tract Cancer. New Engl J Med (2010) 362(14): 1273–81. doi: 10.1056/NEJMoa0908721 20375404 · DOI
- [7]Lamarca A Palmer DH Wasan HS Ross PJ Ma YT Arora A. Second-Line FOLFOX Chemotherapy Versus Active Symptom Control for Advanced Biliary Tract Cancer (ABC-06): A Phase 3, Open-Label, Randomised, Controlled Trial. Lancet Oncol (2021) 22(5): 690– 701. doi: 10.1016/s1470-2045(21)00027-9 33798493 PMC8082275 · DOI
- [8]Abril-Rodriguez G Ribas A. SnapShot: Immune Checkpoint Inhibitors. Cancer Cell (2017) 31(6): 848–.e1. doi: 10.1016/j.ccell.2017.05.010 28609660 · DOI
- [9]Wei SC Duffy CR Allison JP. Fundamental Mechanisms of Immune Checkpoint Blockade Therapy. Cancer Discovery (2018) 8(9): 1069–86. doi: 10.1158/2159-8290.Cd-18-0367 30115704 · DOI · Paper page
- [10]Hamid O Robert C Daud A Hodi FS Hwu WJ Kefford R. Safety and Tumor Responses With Lambrolizumab (Anti-PD-1) in Melanoma. New Engl J Med (2013) 369(2): 134–44. doi: 10.1056/NEJMoa1305133 PMC4126516 23724846 · DOI
- [11]Paz-Ares L Luft A Vicente D Tafreshi A Gümüş M Mazières J. Pembrolizumab Plus Chemotherapy for Squamous Non-Small-Cell Lung Cancer. New Engl J Med (2018) 379(21): 2040–51. doi: 10.1056/NEJMoa1810865 30280635 · DOI · Paper page
- [12]Motzer RJ Escudier B McDermott DF George S Hammers HJ Srinivas S. Nivolumab Versus Everolimus in Advanced Renal-Cell Carcinoma. New Engl J Med (2015) 373(19): 1803–13. doi: 10.1056/NEJMoa1510665 PMC5719487 26406148 · DOI · Paper page
- [13]Powles T Eder JP Fine GD Braiteh FS Loriot Y Cruz C. MPDL3280A (Anti-PD-L1) Treatment Leads to Clinical Activity in Metastatic Bladder Cancer. Nature (2014) 515(7528): 558–62. doi: 10.1038/nature13904 25428503 · DOI
- [14]Ansell SM Lesokhin AM Borrello I Halwani A Scott EC Gutierrez M. PD-1 Blockade With Nivolumab in Relapsed or Refractory Hodgkin’s Lymphoma. New Engl J Med (2015) 372(4): 311–9. doi: 10.1056/NEJMoa1411087 PMC4348009 25482239 · DOI
- [15]Ye Y Zhou L Xie X Jiang G Xie H Zheng S. Interaction of B7-H1 on Intrahepatic Cholangiocarcinoma Cells With PD-1 on Tumor-Infiltrating T Cells as a Mechanism of Immune Evasion. J Surg Oncol (2009) 100(6): 500–4. doi: 10.1002/jso.21376 19697355 · DOI
- [16]Weinberg BA Xiu J Lindberg MR Shields AF Hwang JJ Poorman K. Molecular Profiling of Biliary Cancers Reveals Distinct Molecular Alterations and Potential Therapeutic Targets. J Gastrointest Oncol (2019) 10(4): 652–62. doi: 10.21037/jgo.2018.08.18 PMC6657312 31392046 · DOI
- [17]Rizzo A Ricci AD Brandi G. Recent Advances of Immunotherapy for Biliary Tract Cancer. Expert Rev Gastroenterol Hepatol (2021) 15(5): 527–36. doi: 10.1080/17474124.2021.1853527 33215952 · DOI
- [18]Wang D Lin J Yang X Long J Bai Y Yang X. Combination Regimens With PD-1/PD-L1 Immune Checkpoint Inhibitors for Gastrointestinal Malignancies. J Hematol Oncol (2019) 12(1): 42. doi: 10.1186/s13045-019-0730-9 31014381 PMC6480748 · DOI
- [19]Ricci AD Rizzo A Brandi G. Immunotherapy in Biliary Tract Cancer: Worthy of a Second Look. Cancer Control J Moffitt Cancer Center (2020) 27(3): 1073274820948047. doi: 10.1177/1073274820948047 PMC7791443 32806956 · DOI
- [20]Rizvi NA Cho BC Reinmuth N Lee KH Luft A Ahn MJ. Durvalumab With or Without Tremelimumab vs Standard Chemotherapy in First-Line Treatment of Metastatic Non-Small Cell Lung Cancer: The MYSTIC Phase 3 Randomized Clinical Trial. JAMA Oncol (2020) 6(5): 661–74. doi: 10.1001/jamaoncol.2020.0237 PMC7146551 32271377 · DOI · Paper page
- [21]Larkin J Chiarion-Sileni V Gonzalez R Grob JJ Rutkowski P Lao CD. Five-Year Survival With Combined Nivolumab and Ipilimumab in Advanced Melanoma. New Engl J Med (2019) 381(16): 1535–46. doi: 10.1056/NEJMoa1910836 31562797 · DOI · Paper page
- [22]Motzer RJ Rini BI McDermott DF Arén Frontera O Hammers HJ Carducci MA. Nivolumab Plus Ipilimumab Versus Sunitinib in First-Line Treatment for Advanced Renal Cell Carcinoma: Extended Follow-Up of Efficacy and Safety Results From a Randomised, Controlled, Phase 3 Trial. Lancet Oncol (2019) 20(10): 1370–85. doi: 10.1016/s1470-2045(19)30413-9 PMC7497870 31427204 · DOI · Paper page
- [23]Overman MJ Lonardi S Wong KYM Lenz HJ Gelsomino F Aglietta M. Durable Clinical Benefit With Nivolumab Plus Ipilimumab in DNA Mismatch Repair-Deficient/Microsatellite Instability-High Metastatic Colorectal Cancer. J Clin Oncol Off J Am Soc Clin Oncol (2018) 36(8): 773–9. doi: 10.1200/jco.2017.76.9901 29355075 · DOI · Paper page
- [24]Sia D Tovar V Moeini A Llovet JM. Intrahepatic Cholangiocarcinoma: Pathogenesis and Rationale for Molecular Therapies. Oncogene (2013) 32(41): 4861–70. doi: 10.1038/onc.2012.617 PMC3718868 23318457 · DOI
- [25]Terme M Pernot S Marcheteau E Sandoval F Benhamouda N Colussi O. VEGFA-VEGFR Pathway Blockade Inhibits Tumor-Induced Regulatory T-Cell Proliferation in Colorectal Cancer. Cancer Res (2013) 73(2): 539–49. doi: 10.1158/0008-5472.Can-12-2325 23108136 · DOI · Paper page
- [26]Motz GT Coukos G. The Parallel Lives of Angiogenesis and Immunosuppression: Cancer and Other Tales. Nat Rev Immunol (2011) 11(10): 702–11. doi: 10.1038/nri3064 21941296 · DOI · Paper page
- [27]Fabris L Sato K Alpini G Strazzabosco M. The Tumor Microenvironment in Cholangiocarcinoma Progression. Hepatol (Baltimore Md) (2021) 73 Suppl 1(Suppl 1): 75– 85. doi: 10.1002/hep.31410 PMC7714713 32500550 · DOI
- [28]Qin S Ren Z Feng YH Yau T Wang B Zhao H. Atezolizumab Plus Bevacizumab Versus Sorafenib in the Chinese Subpopulation With Unresectable Hepatocellular Carcinoma: Phase 3 Randomized, Open-Label IMbrave150 Study. Liver Cancer (2021) 10(4): 296– 308. doi: 10.1159/000513486 34414118 PMC8339481 · DOI
- [29]Bracci L Schiavoni G Sistigu A Belardelli F. Immune-Based Mechanisms of Cytotoxic Chemotherapy: Implications for the Design of Novel and Rationale-Based Combined Treatments Against Cancer. Cell Death Differ (2014) 21(1): 15– 25. doi: 10.1038/cdd.2013.67 23787994 PMC3857622 · DOI
- [30]Lesterhuis WJ Punt CJ Hato SV Eleveld-Trancikova D Jansen BJ Nierkens S. Platinum-Based Drugs Disrupt STAT6-Mediated Suppression of Immune Responses Against Cancer in Humans and Mice. J Clin Invest (2011) 121(8): 3100–8. doi: 10.1172/jci43656 PMC3148725 21765211 · DOI
- [31]Yoo C Oh Y Choi HJ Kudo M Ueno M Kondo S. Phase I Study of Bintrafusp Alfa, a Bifunctional Fusion Protein Targeting TGF-Beta and PD-L1, in Patients With Pretreated Biliary Tract Cancer. J Immunother Cancer (2020) 8(1):e000564. doi: 10.1136/jitc-2020-000564 PMC7254161 32461347 · DOI
- [32]Kim RD Chung V Alese OB El-Rayes BF Li D Al-Toubah TE. A Phase 2 Multi-Institutional Study of Nivolumab for Patients With Advanced Refractory Biliary Tract Cancer. JAMA Oncol (2020) 6(6): 888–94. doi: 10.1001/jamaoncol.2020.0930 PMC7193528 32352498 · DOI
- [33]Kang J Jeong JH Hwang H-S Lee SS Park DH Oh DW. Efficacy and Safety of Pembrolizumab in Patients With Refractory Advanced Biliary Tract Cancer: Tumor Proportion Score as a Potential Biomarker for Response. Cancer Res Treat (2020) 52(2): 594– 603. doi: 10.4143/crt.2019.493 32019287 PMC7176957 · DOI
- [34]Wang D Yang X Long J Lin J Mao J Xie F. The Efficacy and Safety of Apatinib Plus Camrelizumab in Patients With Previously Treated Advanced Biliary Tract Cancer: A Prospective Clinical Study. Front Oncol (2021) 11: 646979. doi: 10.3389/fonc.2021.646979 33912461 PMC8071846 · DOI
- [35]Lin J Yang X Long J Zhao S Mao J Wang D. Pembrolizumab Combined With Lenvatinib as non-First-Line Therapy in Patients With Refractory Biliary Tract Carcinoma. Hepatobil Surg Nutr (2020) 9(4): 414–24. doi: 10.21037/hbsn-20-338 PMC7423565 32832493 · DOI
- [36]Arkenau H-T Martin-Liberal J Calvo E Penel N Krebs MG Herbst RS. Ramucirumab Plus Pembrolizumab in Patients With Previously Treated Advanced or Metastatic Biliary Tract Cancer: Nonrandomized, Open-Label, Phase I Trial (JVDF). Oncol (2018) 23(12): 1407–+. doi: 10.1634/theoncologist.2018-0044 PMC6292555 29853658 · DOI
- [37]Klein O Kee D Nagrial A Markman B Underhill C Michael M. Evaluation of Combination Nivolumab and Ipilimumab Immunotherapy in Patients With Advanced Biliary Tract Cancers: Subgroup Analysis of a Phase 2 Nonrandomized Clinical Trial. JAMA Oncol (2020) 6(9): 1405–9. doi: 10.1001/jamaoncol.2020.2814 PMC7393585 32729929 · DOI
- [38]Chen X Wu X Wu H Gu Y Shao Y Shao Q. Camrelizumab Plus Gemcitabine and Oxaliplatin (GEMOX) in Patients With Advanced Biliary Tract Cancer: A Single-Arm, Open-Label, Phase II Trial. J Immunother Cancer (2020) 8(2): e001240. doi: 10.1136/jitc-2020-001240 PMC7656907 33172881 · DOI
- [39]Ueno M Ikeda M Morizane C Kobayashi S Ohno I Kondo S. Nivolumab Alone or in Combination With Cisplatin Plus Gemcitabine in Japanese Patients With Unresectable or Recurrent Biliary Tract Cancer: A non-Randomised, Multicentre, Open-Label, Phase 1 Study. Lancet Gastroenterol Hepatol (2019) 4(8): 611–21. doi: 10.1016/s2468-1253(19)30086-x 31109808 · DOI
- [40]Piha-Paul SA Oh D-Y Ueno M Malka D Chung HC Nagrial A. Efficacy and Safety of Pembrolizumab for the Treatment of Advanced Biliary Cancer: Results From the KEYNOTE-158 and KEYNOTE-028 Studies. Int J Cancer (2020) 147(8): 2190–8. doi: 10.1002/ijc.33013 32359091 · DOI
- [41]Ott PA Bang YJ Piha-Paul SA Razak ARA Bennouna J Soria JC. T-Cell-Inflamed Gene-Expression Profile, Programmed Death Ligand 1 Expression, and Tumor Mutational Burden Predict Efficacy in Patients Treated With Pembrolizumab Across 20 Cancers: KEYNOTE-028. J Clin Oncol Off J Am Soc Clin Oncol (2019) 37(4): 318–27. doi: 10.1200/jco.2018.78.2276 30557521 · DOI · Paper page
- [42]Lee SH Lee HS Lee SH Woo SM Kim DU Bang S. Efficacy and Safety of Pembrolizumab for Gemcitabine/Cisplatin-Refractory Biliary Tract Cancer: A Multicenter Retrospective Study. J Clin Med (2020) 9(6): 1769. doi: 10.3390/jcm9061769 PMC7355970 32517311 · DOI
- [43]Sun D Ma J Wang J Han C Qian Y Chen G. Anti-PD-1 Therapy Combined With Chemotherapy in Patients With Advanced Biliary Tract Cancer. Cancer Immunol Immunother CII (2019) 68(9): 1527–35. doi: 10.1007/s00262-019-02386-w PMC6768892 31535160 · DOI
- [46]Yarchoan M Cope L Anders RA Noonan A Goff LW Goyal L. A Multicenter Randomized Phase 2 Trial of Atezolizumab as Monotherapy or in Combination With Cobimetinib in Biliary Tract Cancers (BTCs): A NCIExperimental Therapeutics Clinical Trials Network(ETCTN) Study. Cancer Res (2020) 80(16 SUPPL): Abstract nr CT043.. doi: 10.1158/1538-7445.AM2020-CT043 · DOI
- [47]Oh DY Lee KH Lee DW Kim TY Bang JH Nam AR. Phase II Study Assessing Tolerability, Efficacy, and Biomarkers for Durvalumab (D) ± Tremelimumab (T) and Gemcitabine/Cisplatin (GemCis) in Chemo-Naïve Advanced Biliary Tract Cancer (aBTC). J Clin Oncol (2020) 38(15): 4520. doi: 10.1200/JCO.2020.38.15_suppl.4520 · DOI
- [48]Ioka T Ueno M Oh DY Fujiwara Y Chen JS Doki Y. Evaluation of Safety and Tolerability of Durvalumab (D) With or Without Tremelimumab (T) in Patients (Pts) With Biliary Tract Cancer (BTC). J Clin Oncol (2019) 37: 387. doi: 10.1200/JCO.2019.37.4_suppl.387 · DOI
- [50]Zhou J Gong J Cao Y Peng Z Yuan J Wang X. Anlotinib Plus TQB2450 in Patients With Advanced Refractory Biliarytract Cancer (BTC): An Open-Label, Dose-Escalating, and Dose-Expansion Cohort of Phase Ib Trial. J Clin Oncol (2021) 39(3 SUPPL): 292. doi: 10.1200/JCO.2021.39.3-suppl.292 · DOI
- [51]Villanueva L Lwin Z Chung HC Gomez-Roca C Longo F Yanez E. Lenvatinib Plus Pembrolizumabfor Patients With Previouslytreated Biliary Tract Cancers in Themulticohort Phase II LEAP-005study. J Clin Oncol (2021) 39(3 SUPPL): 321. doi: 10.1200/JCO.2021.39.3-suppl.321 · DOI
- [52]Zong H Zhong Q Zhao R Jin S Zhou C Zhang X. Phase II Study of Anlotinib Plus Sintlimab as Second-Line Treatment for Patients With Advanced Biliary Tract Cancers. J Clin Oncol Off J Am Soc Clin Oncol (2021) 39(suppl 3): abstr 307. doi: 10.1200/JCO.2021.39.3_suppl.307 · DOI
- [53]Sun Y Zhou A Zhang W Jiang Z Qu W. A Phase Ib Study of Anlotinib Plus TQB2450 as Second-Line Therapy for Advanced Biliary Tract Adenocarcinoma. J Clin Oncol Off J Am Soc Clin Oncol (2021) 39(suppl 15): abstr 4075. doi: 10.1200/JCO.2021.39.15_suppl.4075 · DOI
- [54]Cousin S Bellera CA Guégan JP Mazard T Gomez-Roca CA Metges JP. Regomune: A Phase II Study of Regorafenib + Avelumab in Solid Tumors—Results of the Biliary Tract Cancer (BTC) Cohort. J Clin Oncol Off J Am Soc Clin Oncol (2021) 39(suppl 15): abstr 4096. doi: 10.1200/JCO.2021.39.15_suppl.4096 · DOI
- [55]Floudas CS Xie C Brar G Morelli MP Fioravanti S Walker M. Combined Immune Checkpoint Inhibition (ICI) With Tremelimumab and Durvalumab in Patients With Advanced Hepatocellular Carcinoma (HCC) or Biliary Tract Carcinomas (BTC). J Clin Oncol (2019) 37: 336. doi: 10.1200/JCO.2019.37.4_suppl.336 · DOI
- [56]Liu T Li W Yu Y Guo X Xu X Wang Y. Toripalimab With Chemotherapy as First-Line Treatment for Advanced Biliary Tract Tumors: A Preliminary Analysis of Safety and Efficacy of an Open-Label Phase II Clinical Study. Ann Oncol (2020) 31: S261. doi: 10.1016/j.annonc.2020.08.031 · DOI
- [57]Qin S Chen Z Liu Y Xiong J Ren Z Meng Z. A Phase II Study of Anti-PD1 Antibody Camrelizumab Plus FOLFOX4 or GEMOX Systemic Chemotherapy as First-Line Therapy for Advanced Hepatocellular Carcinoma or Biliary Tract Cancer. J Clin Oncol (2019) 37: 4074. doi: 10.1200/JCO.2019.37.15-suppl.4074 · DOI
- [58]Chiang N-J Bai L-Y Chen L-T Huang C-J Chen S-C Shan Y-S. A Phase II Trial of Nivolumab and Gemcitabine and S-1 as the First-Line Treatment in Patients With Advanced Biliary Tract Cancer. Ann Oncol (2021) 32(suppl_5): S376–S81. doi: 10.1016/annonc/annonc685 · DOI
- [59]Gou M Tie EL Yan H Si H Wang Z Qian N. Pd-1 Inhibitors Plus Nab-Paclitaxel With S1 (AS) as First Line in Patients With Advanced Biliary Tract Cancer. J Clin Oncol (2020) 38(15): e15195. doi: 10.1200/JCO.2020.38.15_suppl.e15195 · DOI
- [60]Boileve A Hilmi M Gougis P Cohen R Rousseau B Blanc J-F. Triplet Combination of Durvalumab, Tremelimumab, and Paclitaxel in Biliary Tract Carcinomas: Safety Run-in Results of the Randomized IMMUNOBIL PRODIGE 57 Phase II Trial. Eur J Cancer (2021) 143: 55– 63. doi: 10.1016/j.ejca.2020.10.027 33279854 · DOI
- [61]Tierney JF Stewart LA Ghersi D Burdett S Sydes MR. Practical Methods for Incorporating Summary Time-to-Event Data Into Meta-Analysis. Trials (2007) 8: 16. doi: 10.1186/1745-6215-8-16 17555582 PMC1920534 · DOI · Paper page
- [62]Higgins JP Thompson SG Deeks JJ Altman DG. Measuring Inconsistency in Meta-Analyses. BMJ (Clin Res ed) (2003) 327(7414): 557–60. doi: 10.1136/bmj.327.7414.557 PMC192859 12958120 · DOI · Paper page
- [63]Sterne JA Egger M Smith GD. Systematic Reviews in Health Care: Investigating and Dealing With Publication and Other Biases in Meta-Analysis. BMJ (Clin Res ed) (2001) 323(7304): 101–5. doi: 10.1136/bmj.323.7304.101 PMC1120714 11451790 · DOI · Paper page
- [64]Combescure C Foucher Y Jackson D. Meta-Analysis of Single-Arm Survival Studies: A Distribution-Free Approach for Estimating Summary Survival Curves With Random Effects. Stat Med (2014) 33(15): 2521–37. doi: 10.1002/sim.6111 24532219 · DOI
- [65]Higgins JP Thompson SG. Quantifying Heterogeneity in a Meta-Analysis. Stat Med (2002) 21(11): 1539–58. doi: 10.1002/sim.1186 12111919 · DOI · Paper page
- [66]Shen G Zheng F Ren D Du F Dong Q Wang Z. Anlotinib: A Novel Multi-Targeting Tyrosine Kinase Inhibitor in Clinical Development. J Hematol Oncol (2018) 11(1): 120. doi: 10.1186/s13045-018-0664-7 30231931 PMC6146601 · DOI
- Authors
- Jiang, Q., Huang, J., Zhang, B., Li, X., Chen, X., Cui, B., Li, S., & Guo, G.
- Affiliations
- Sun Yat-sen University (CN)
- Corresponding author
- Li, Shengping
- Guo, Guifang
- Venue
- Frontiers in Immunology
- Publisher
- Frontiers Media SA
- Published
- 2022-03-02
- Volume
- 13
- Pages
- 801909-801909
- ISSN
- 1664-3224 (ISSN-L)
- PMC
- PMC8924050
- OpenAlex
- W4214823140
- Cited by
- 11
- References
- 65
- Citations by year
- 2025: 3 · 2024: 3 · 2023: 5
- FWCI
- 0.65
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Immunology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Natural Science Foundation of Guangdong Province
- Topics
- Health Sciences › Medicine › Surgery › Cholangiocarcinoma and Gallbladder Cancer Studies
- Health Sciences › Medicine › Oncology › Cancer Immunotherapy and Biomarkers
- Health Sciences › Medicine › Surgery › Pediatric Hepatobiliary Diseases and Treatments
- Keywords
- advanced biliary tract cancer, immune checkpoint inhibitors, combination chemotherapy, anti-angiogenic therapy, progression-free survival, overall survival, objective response rate, adverse events, treatment safety, drug efficacy comparison, monotherapy versus combination therapy, chemoimmunotherapy
- MeSH terms
- Progression-Free Survival, Antineoplastic Combined Chemotherapy Protocols, Biliary Tract Neoplasms, Humans, Antibodies, Monoclonal, Humanized
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review