Trial reportBMC cancer2019
Case-control Indian buffet process identifies biomarkers of response to Codrituzumab.
Trial report in BMC cancer, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01507168 (A Randomised, Placebo-controlled, Double-blind, Multicenter Phase II Trial of Intravenous GC33 at 1600 mg Q2W in Previously Treated Patients With Unresectable Advanced or Metastatic Hepatocellular Carcinoma), which is not on this map. Cited by 4 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
A Randomised, Placebo-controlled, Double-blind, Multicenter Phase II Trial of Intravenous GC33 at 1600 mg Q2W in Previously Treated Patients With Unresectable Advanced or Metastatic Hepatocellular Carcinoma (HCC)
Who cites it
4 citing papers in PubMed, 4 citations in OpenAlex.
- Glypican-3-targeted therapy in hepatocellular carcinoma: biological insights and therapeutic strategies.Cancer gene therapy · 2026Review
- SNP-slice resolves mixed infections: simultaneously unveiling strain haplotypes and linking them to hosts.Bioinformatics (Oxford, England) · 2024Article
- Distinct neurocognitive fingerprints reflect differential associations with risky and impulsive behavior in a neurotypical sample.Scientific reports · 2023Article
- Advances in the conventional clinical treatment for hepatoblastoma and therapeutic innovation.World journal of pediatric surgery · 2021Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 4 institutions in 3 countries.
Funding
Abstract
backgroundCodrituzumab, a humanized monoclonal antibody against Glypican-3 (GPC3), which is expressed in hepatocellular carcinoma (HCC), was tested in a randomized phase II trial in advanced HCC patients who had failed prior systemic therapy. Biomarker analysis was performed to identify a responder population that benefits from treatment.
methodsA novel statistical method based on the Indian buffet process (IBP) was used to identify biomarkers predictive of response to treatment with Codrituzumab. The IBP is a novel method that allows flexibility in analysis design, and which is sensitive to slight, but meaningful between-group differences in biomarkers in very complex datasets
resultsThe IBP model identified several subpopulations of patients having defined biomarker values. Tumor necrosis and viable cell content in the tumor were identified as prognostic markers of disease progression, as were the well-known HCC prognostic markers of disease progression, alpha-fetoprotein and Glypican-3 expression. Predictive markers of treatment response included natural killer (NK) cell surface markers and parameters influencing NK cell activity, all related to the mechanism of action of this drug
conclusionsThe Indian buffet process can be effectively used to detect statistically significant signals with high sensitivity in complex and noisy biological data
trial registrationNCT01507168 , January 6, 2012.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.