ReviewBiomarker insights2015
Genomic, Proteomic, and Metabolomic Data Integration Strategies.
Review in Biomarker insights, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 73 papers, 1 of them a synthesis that pooled it.
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
73 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Network Analysis Identifies Disease-Specific Pathways for Parkinson's Disease.Molecular neurobiology · 2018Pooled it
- Systemic Integrative Mechanisms and Intervention Strategies in Exercise-Induced Skeletal Muscle Damage: Evidence from Animal, Clinical, and Multi-Omics Studies.International journal of molecular sciences · 2026Review
- Metabolic reprogramming in sepsis-associated encephalopathy: emerging mechanisms, candidate biomarkers, and future therapeutic directions.Frontiers in medicine · 2026Review
- Reconstructing the complex architecture of the genome with molecular scissors: applying genome editing technology in precision medicine.Frontiers in genome editing · 2026Review
- Applications of Genome Sequencing in Infectious Diseases: From Pathogen Identification to Precision Medicine.Pharmaceuticals (Basel, Switzerland) · 2025Review
- Seed Metabolomic Landscape Reflecting Key Differential Metabolic Profiles Among Different Wheat Cultivars.Metabolites · 2025Article
- Genetic drivers of tumor microenvironment and immunotherapy resistance in non-small cell lung cancer: the role ofJournal for immunotherapy of cancer · 2025Review
- Roadblocks of Urinary EV Biomarkers: Moving Toward the Clinic.Journal of extracellular vesicles · 2025Review
- Application of Multiomics in Perinatology: A Metabolomics Integration-Focused Review.International journal of molecular sciences · 2025Review
- A computational framework for extracting biological insights from SRA cancer data.Scientific reports · 2025Article
- Review
- Unraveling Metabolic Dysfunction-Associated Steatotic Liver Disease Through the Use of Omics Technologies.International journal of molecular sciences · 2025Review
- Integrative proteomics and metabolomics analysis of the mechanism of pancreatic β-cell dysfunction in aged mice.Frontiers in endocrinology · 2025Article
- A modified and weighted Gower distance-based clustering analysis for mixed type data: a simulation and empirical analyses.BMC medical research methodology · 2024Article
- Metabolomics and proteomics insights into hepatic responses of weaned piglets to dietary Spirulina inclusion and lysozyme supplementation.BMC veterinary research · 2024Article
- Review
- Application of Pan-Omics Technologies in Research on Important Economic Traits for Ruminants.International journal of molecular sciences · 2024Review
- New classifications for quantum bioinformatics: Q-bioinformatics, QCt-bioinformatics, QCg-bioinformatics, and QCr-bioinformatics.Briefings in bioinformatics · 2024Review
- PathBank 2.0-the pathway database for model organism metabolomics.Nucleic acids research · 2024Article
- Clonostachys rosea 'omics profiling: identification of putative metabolite-gene associations mediating its in vitro antagonism against Fusarium graminearum.BMC genomics · 2023Article
13 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Robust interpretation of experimental results measuring discreet biological domains remains a significant challenge in the face of complex biochemical regulation processes such as organismal versus tissue versus cellular metabolism, epigenetics, and protein post-translational modification. Integration of analyses carried out across multiple measurement or omic platforms is an emerging approach to help address these challenges. This review focuses on select methods and tools for the integration of metabolomic with genomic and proteomic data using a variety of approaches including biochemical pathway-, ontology-, network-, and empirical-correlation-based methods.
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.