ReviewNature reviews. Genetics2010
Phenomics: the next challenge.
Review in Nature reviews. Genetics, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 483 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
483 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Prediction of success in sports based on assumed individual genetic predisposition: lack of association with the C > T variant in the ACTN3 gene.Journal of physiological anthropology · 2025Pooled it
- Spectral network analysis illuminates coordinated plant traits across a climate gradient.The New phytologist · 2026Article
- Towards a Compositional Framework for Describing Human Phenotypes.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Combined Metabolomic and Transcriptomic Analysis Identifies Metabolic Signatures and Networks Associated with Semen Quality in Geese.Animals : an open access journal from MDPI · 2026Article
- Evolutionary adaptation proceeds through a small number of phenotypic modules.Molecular biology and evolution · 2026Article
- Genomics assisted breeding for mildew resistance in cucumber: from gene discovery to future innovations.Plant molecular biology · 2026Review
- Genetic analysis of imaging-derived phenotypes.Nature reviews. Genetics · 2026Review
- Regional transcriptomic divergence reveals thermal adaptation mechanisms in the giant kelp Macrocystis pyrifera.Scientific reports · 2026Article
- Omics-driven plant breeding through phenomics-enviromics crosstalk.Nature communications · 2026Review
- Genome integrity, somatic mutation, and the N-of-1 imperative in aging research.Biogerontology · 2026Review
- Artificial intelligence as a computational kit for digital biomarker discovery.Journal of translational internal medicine · 2026Article
- Delineating the Transcriptional and Phenotypic Impact from Biotherapeutic Glycoengineering.bioRxiv : the preprint server for biology · 2026Article
- Integrating image-based phenotyping and QTL mapping to enhance genetic resistance and accelerate breeding for bacterial grain rot resistance in rice.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Article
- Manifold-based learning for high-throughput single-peanut phenotyping.NPJ systems biology and applications · 2026Article
- Bridging developmental and statistical approaches to variation and evolution.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- An ELIXIR scoping review on domain-specific evaluation metrics for synthetic data in life sciences.NAR genomics and bioinformatics · 2026Article
- VillageNet: Graph-based, Easily-interpretable, Unsupervised Clustering for Broad Biomedical Applications.ArXiv · 2026Article
- Genetic Variation in the Main Cultivar Collection ofCurrent issues in molecular biology · 2026Article
- New Method for Quantification of Phenotypic Plasticity Reveals How Plasticity Changes Over Time in the DiatomEcology and evolution · 2026Article
- The craniofacial shape of modern humans embodies genomic signatures of evolution, diversity, and clinical conditions.bioRxiv : the preprint server for biology · 2026Article
423 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
No grant is acknowledged in the PubMed record.
Abstract
A key goal of biology is to understand phenotypic characteristics, such as health, disease and evolutionary fitness. Phenotypic variation is produced through a complex web of interactions between genotype and environment, and such a 'genotype-phenotype' map is inaccessible without the detailed phenotypic data that allow these interactions to be studied. Despite this need, our ability to characterize phenomes - the full set of phenotypes of an individual - lags behind our ability to characterize genomes. Phenomics should be recognized and pursued as an independent discipline to enable the development and adoption of high-throughput and high-dimensional phenotyping.
Indexed as
Identifiers
21085204What 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.