ReviewGenome biology2017
Multi-omics approaches to disease.
Review in Genome biology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 1,475 papers, 4 of them syntheses 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.
Multi-level Molecular Profiling of High Acute Stress
A Pilot-study on Multi-level Molecular Profiling of Peak Performance in Endurance Sports
Who cites it
1,475 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Preclinical Evaluation of Bacterial Lysates in Murine Disease Models: A Systematic Review.Immunity, inflammation and disease · 2026Pooled it
- The role of AI-assisted drug repurposing in neurological disorders: a systematic review of validation strategies, challenges and opportunities.Journal of nanobiotechnology · 2026Pooled it
- Decoding the molecular landscape of the placenta in maternal diabetes: a systematic review of high-throughput data.Journal of molecular endocrinology · 2026Pooled it
- Machine learning for multi-omics data integration in crop improvement: a systematic review.BMC bioinformatics · 2026Pooled it
- Genetic kidney diseases: Decoding molecular taxonomies to drive precision nephrology and therapeutic innovation.Genes & diseases · 2027Review
- Hyperbaric oxygen in the artificial intelligence era: integration and innovation.Medical gas research · 2027Review
- Key molecular networks underlying retinol's biphasic effects on cell proliferation through multi-omics integrative analysis using genome-scale metabolic modeling.Synthetic and systems biotechnology · 2027Article
- Parental microbiome programming of early-life neurodevelopment: multi-niche contributions through the microbiome-gut-brain axis.Gut microbes · 2026Review
- From candidate genes to whole-genome approaches: current insights into the genetic architecture of ovine milk production and quality traits.Veterinary and animal science · 2026Review
- Molecular mechanisms of cardioprotection: biomarkers, signaling pathways, and emerging molecular signatures in cardiovascular disease.Molecular biology reports · 2026Review
- Integrative Transcriptomic and Interactome Analyses Prioritize Candidate Genes for Alzheimer's Disease.Molecular neurobiology · 2026Article
- The Gut Microbiota-Epilepsy Axis: Bibliometric Trends, Mechanistic Insights, and Microbiota-Targeted Next-Generation Therapeutic Opportunities.Molecular neurobiology · 2026Review
- PROTACs in personalized and precision medicine: transforming targeted therapy with advances in selectivity and patient stratification.Cancer chemotherapy and pharmacology · 2026Review
- Integrated transcriptomic and metabolomic analyses reveal host-metabolite interactions underlying cloacal inflammation in laying Pekin ducks.Animal bioscience · 2026Article
- Multi‑omics insights into uveitis: From mechanisms to precision medicine (Review).International journal of molecular medicine · 2026Review
- Operationalizing Precision Medicine in Drug Development: Predictive Biomarkers, Companion Diagnostics, and Regulatory Pathways.Clinical pharmacology and therapeutics · 2026Review
- Bridging Organ-on-a-Chip and Omics: A Multi-Dimensional Frontier in Biomedical Research.Biotechnology and bioengineering · 2026Review
- Target discovery and drug design in the era of artificial intelligence.Medicinal chemistry research : an international journal for rapid communications on design and mechanisms of action of biologically active agents · 2026Review
- Application of Omics Technologies for Cowpea Improvement.Plant-environment interactions (Hoboken, N.J.) · 2026Review
- Multi-omics profiling reveals coordinated metabolic and immuno-inflammatory remodeling in a high-fat diet and single-dose streptozotocin-induced mouse model of diabetic cardiomyopathy.BMC cardiovascular disorders · 2026Article
1,415 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
High-throughput technologies have revolutionized medical research. The advent of genotyping arrays enabled large-scale genome-wide association studies and methods for examining global transcript levels, which gave rise to the field of "integrative genetics". Other omics technologies, such as proteomics and metabolomics, are now often incorporated into the everyday methodology of biological researchers. In this review, we provide an overview of such omics technologies and focus on methods for their integration across multiple omics layers. As compared to studies of a single omics type, multi-omics offers the opportunity to understand the flow of information that underlies disease.
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.