ArticleFrontiers in genetics2021
Protein Function Prediction Based on PPI Networks: Network Reconstruction vs Edge Enrichment.
Article in Frontiers in genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
25 citing papers in PubMed.
- Transcriptome combined with single-cell data to construct a prognostic model for glycosylation-related genes in osteosarcoma.Discover oncology · 2026Article
- Integrative Bioinformatics and Experimental Validation Establish CCNB1 as a Potential Biomarker for Diagnosis and Prognosis in Colorectal Cancer.Current issues in molecular biology · 2025Article
- Genome-wide analysis of class III peroxidase gene family in Glycine max and functional roles in stress response.Scientific reports · 2025Article
- Identification of apoptosis-related genes as potential biomarkers and therapeutic targets in cystic fibrosis patients progressing to pulmonary nontuberculous mycobacterial disease.Scientific reports · 2025Article
- Comprehensive discovery and functional characterization of the noncanonical proteome.Cell research · 2025Article
- Molecular characteristics and cancer immunity of LRP1B and its relationship with the Hedgehog signaling pathway in colorectal cancer.Frontiers in immunology · 2025Article
- Graph Neural Network-Based Approaches for Protein Function Prediction.Methods in molecular biology (Clifton, N.J.) · 2025Review
- Screening of Hub Genes and Therapeutic Drugs in Cervical Cancer Using Integrated Bioinformatics Analysis.Journal of Cancer · 2025Article
- Causal relationship between varicose veins and mean corpuscular hemoglobin concentration based on Mendelian randomization study.Thrombosis journal · 2024Article
- Downregulation of miR-181c-5p in Alzheimer's disease weakens the response of microglia to Aβ phagocytosis.Scientific reports · 2024Article
- Molecular network mechanism in cerebral ischemia-reperfusion rats treated with human urine stem cells.Heliyon · 2024Article
- Use of Machine Learning for the Identification and Validation of Immunogenic Cell Death Biomarkers and Immunophenotypes in Coronary Artery Disease.Journal of inflammation research · 2024Article
- Construction of circRNA-mediated ceRNA network and immunoassay for investigating pathogenesis of COPD.Frontiers in genetics · 2024Article
- Screening of prognostic core genes based on cell-cell interaction in the peripheral blood of patients with sepsis.Open life sciences · 2024Article
- Underlying Mechanism of Traditional Herbal Formula Chuang-Ling-Ye in the Treatment of Diabetic Foot Ulcer through Network Pharmacology and Molecular Docking.Current pharmaceutical design · 2024Article
- HNF4A-Bridging the Gap Between Intestinal Metaplasia and Gastric Cancer.Evolutionary bioinformatics online · 2024Article
- Identification of the function ofTranslational cancer research · 2023Article
- Integrative analyses and validation of ferroptosis-related genes and mechanisms associated with cerebrovascular and cardiovascular ischemic diseases.BMC genomics · 2023Article
- LIRcentral: a manually curated online database of experimentally validated functional LIR motifs.Autophagy · 2023Article
- Identifying TME signatures for cervical cancer prognosis based on GEO and TCGA databases.Heliyon · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Over the past decades, massive amounts of protein-protein interaction (PPI) data have been accumulated due to the advancement of high-throughput technologies, and but data quality issues (noise or incompleteness) of PPI have been still affecting protein function prediction accuracy based on PPI networks. Although two main strategies of
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.