ArticleClinical and translational medicine2021
Multi-omics consensus ensemble refines the classification of muscle-invasive bladder cancer with stratified prognosis, tumour microenvironment and distinct sensitivity to frontline therapies.
Article in Clinical and translational medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 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
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Who cites it
45 citing papers in PubMed, 65 citations in OpenAlex.
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- EMC3 as a Novel Biomarker and Driver of PI3K/AKT/mTOR Signaling in Hepatocellular Carcinoma Progression.Annals of surgical oncology · 2026Article
- The GFPT2/O-GlcNAcylation/c-Myc axis promotes bladder cancer progression.Journal of translational medicine · 2026Article
- Predicting neuroblastoma prognosis using machine learning analysis of metabolism-related gene network perturbation.BMC pediatrics · 2026Article
- CDCSI: a machine learning-based interpretable cell death and cellular senescence index for prognosis improvement, immune landscape characterization, and therapeutic response prediction in head and neck squamous cell carcinoma.Frontiers in immunology · 2026Article
- Molecular subtyping and prognostic modeling of colon adenocarcinoma based on programmed cell death features: a multi-omics and machine learning study.Frontiers in immunology · 2026Article
- Comprehensive omics-based classification system in adult patients with B-cell acute lymphoblastic leukemia.Molecular oncology · 2025Article
- Advancing prognostic and therapeutic prediction in lung squamous cell carcinoma through integrated multi-omics analysis and 117 machine learning combinations.Journal of thoracic disease · 2025Article
- Integrative multiomics analysis reveals the subtypes and key mechanisms of platinum resistance in gastric cancer: identification of KLF9 as a promising therapeutic target.Journal of translational medicine · 2025Article
- Integrated multi-omics analysis and machine learning refine molecular subtypes and prognosis in hepatocellular carcinoma through O-linked glycosylation genes.Functional & integrative genomics · 2025Article
- Comprehensive multi-omics and machine learning framework for glioma subtyping and precision therapeutics.Scientific reports · 2025Article
- Integrated multiomics analysis and machine learning refine molecular subtypes and prognosis for thyroid cancer.Discover oncology · 2025Article
- Classification of acute myeloid leukemia based on multi-omics and prognosis prediction value.Molecular oncology · 2025Article
- Article
- Tumor microenvironment and drug resistance in lung adenocarcinoma: molecular mechanisms, prognostic implications, and therapeutic strategies.Discover oncology · 2025Article
- Machine learning model reveals the risk, prognosis, and drug response of histamine-related signatures in pancreatic cancer.Discover oncology · 2025Article
- Improving molecular subtypes and prognosis of pancreatic cancer through multi group analysis and machine learning.Discover oncology · 2025Article
- Integrating Spatial Multi-Omics and Machine Learning to Unravel the Role of PANoptosis in Bladder Cancer Prognosis and Immunotherapy Response.Oncology research · 2025Article
- Identification and characterization of senescent macrophages in renal allograft rejection: a cross-species MultiOmics study.Frontiers in immunology · 2025Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors at 5 institutions in 3 countries.
Funding
Abstract
PubMed holds no abstract for this paper.
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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.