ReviewFrontiers in medicine2022
Advances and Trends in Omics Technology Development.
Review in Frontiers in medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 217 papers, 9 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
217 citing papers in PubMed, 9 syntheses or guidelines pooled it.
- Proteomic profiling in personalized nutrition: a systematic review and methodological frameworks of randomized controlled trials.Frontiers in nutrition · 2026Pooled it
- The diagnostic and prognostic potential of extracellular vesicles as biomarkers for thyroid cancer: a systematic review.Journal of molecular medicine (Berlin, Germany) · 2025Pooled it
- Advances in diagnostic techniques for eosinophilic esophagitis: a systematic review of emerging noninvasive methods.European journal of medical research · 2025Pooled it
- Dietary Omega-3 PUFAs in Metabolic Disease Research: A Decade of Omics-Enabled Insights (2014-2024).Nutrients · 2025Pooled it
- Lipidomics in Periodontal Disease Research: A Systematic Review.Current medicinal chemistry · 2025Pooled it
- Meta-analysis of endometrial transcriptome data reveals novel molecular targets for recurrent implantation failure.Journal of assisted reproduction and genetics · 2024Pooled it
- Pooled it
- Salivary Biomarkers for Alzheimer's Disease: A Systematic Review with Meta-Analysis.International journal of molecular sciences · 2024Pooled it
- Salivary metabolomics in oral potentially malignant disorders and oral cancer patients-a systematic review with meta-analysis.Clinical oral investigations · 2024Pooled it
- Endocannabinoid and N-acylethanolamine concentrations in hair of female patients with posttraumatic stress disorder - associations with clinical symptoms and outcomes following multimodal trauma-focused inpatient treatment.Translational psychiatry · 2025Trial
- Multi‑omics insights into uveitis: From mechanisms to precision medicine (Review).International journal of molecular medicine · 2026Review
- Proteomic analyses in early brain development and neuropathological implications of fetal growth restriction.Neural regeneration research · 2026Article
- Application of Omics Technologies for Cowpea Improvement.Plant-environment interactions (Hoboken, N.J.) · 2026Review
- Differences in CXCR4 expression between day 5 and day 6 euploid blastocysts: A predictor of implantation potential in single embryo transfer.Clinical and experimental reproductive medicine · 2026Article
- AI-driven computational drug design: tools, workflow and challenges.RSC advances · 2026Review
- Current Applications and Future Prospects of High-ThroughputAnimals : an open access journal from MDPI · 2026Review
- Decoding Cellular Heterogeneity with Microfluidic Single-Cell Secretion Analysis Tools.ACS omega · 2026Review
- The molecular ICU: a primer on omics, informatics and the future of precision critical care.Critical care (London, England) · 2026Review
- MagmaFlow: A desktop platform for artificial intelligence-driven expression analysis.FEBS open bio · 2026Article
- Integrative Bioinformatics Analysis Reveals COL13A1 and COL23A1 as Potential Diagnostic and Prognostic Biomarkers in Thyroid Cancer.Health science reports · 2026Article
157 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
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The human history has witnessed the rapid development of technologies such as high-throughput sequencing and mass spectrometry that led to the concept of "omics" and methodological advancement in systematically interrogating a cellular system. Yet, the ever-growing types of molecules and regulatory mechanisms being discovered have been persistently transforming our understandings on the cellular machinery. This renders cell omics seemingly, like the universe, expand with no limit and our goal toward the complete harness of the cellular system merely impossible. Therefore, it is imperative to review what has been done and is being done to predict what can be done toward the translation of omics information to disease control with minimal cell perturbation. With a focus on the "four big omics," i.e., genomics, transcriptomics, proteomics, metabolomics, we delineate hierarchies of these omics together with their epiomics and interactomics, and review technologies developed for interrogation. We predict, among others, redoxomics as an emerging omics layer that views cell decision toward the physiological or pathological state as a fine-tuned redox balance.
Indexed as
Identifiers
What Socratic 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 Socratic graph.