ReviewThe Journal of animal ecology2022
Genomic reaction norms inform predictions of plastic and adaptive responses to climate change.
Review in The Journal of animal ecology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 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
17 citing papers in PubMed.
- Divergent Thermal Reaction Norms of the Spontaneous Mutation Rate Among Populations of Chironomus riparius.Molecular ecology · 2026Article
- Butterflies use humidity as a cue for wing-pattern and life history trait plasticity when temperature is unreliable.Scientific reports · 2026Article
- Genetic recovery in an alpine climate-sensitive pika species during upward treeline shift.BMC genomics · 2026Article
- Evolutionary Dynamics of Gene Expression During Thermal Adaptation in Drosophila subobscura.Genome biology and evolution · 2026Article
- Plasticity in climate change responses.Biological reviews of the Cambridge Philosophical Society · 2025Review
- Phenotypic variation in populations of the mosquito vector, Aedes aegypti, and implications for predicting the effects of temperature and climate change on dengue transmission.PLoS neglected tropical diseases · 2025Article
- Selection on genome-wide gene expression plasticity of rice in wet and dry field environments.Molecular ecology · 2025Article
- Landscape transcriptomics as a tool for addressing global change effects across diverse species.Molecular ecology resources · 2025Review
- Evolutionary Genomics Unravels the Responses and Adaptation to Climate Change in a Key Alpine Forest Tree Species.Molecular biology and evolution · 2025Article
- Thermal variation influences the transcriptome of the major malaria vector Anopheles stephensi.Communications biology · 2025Article
- Silent cells? Potential for context-dependent gene expression in mature sperm.Proceedings. Biological sciences · 2025Review
- Experimental Evolution in a Warming World: The Omics Era.Molecular biology and evolution · 2024Review
- Genomics for monitoring and understanding species responses to global climate change.Nature reviews. Genetics · 2024Review
- When and how can we predict adaptive responses to climate change?Evolution letters · 2024Article
- Genetic basis of local adaptation in the cold-tolerant mangroveFrontiers in plant science · 2024Article
- Atlantic salmon (Conservation physiology · 2023Article
- Genomic reaction norms inform predictions of plastic and adaptive responses to climate change.The Journal of animal ecology · 2022Review
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
Genomic reaction norms represent the range of gene expression phenotypes (usually mRNA transcript levels) expressed by a genotype along an environmental gradient. Reaction norms derived from common-garden experiments are powerful approaches for disentangling plastic and adaptive responses to environmental change in natural populations. By treating gene expression as a phenotype in itself, genomic reaction norms represent invaluable tools for exploring causal mechanisms underlying organismal responses to climate change across multiple levels of biodiversity. Our goal is to provide the context, framework and motivation for applying genomic reaction norms to study the responses of natural populations to climate change. Here, we describe the utility of integrating genomics with common-garden-gradient experiments under a reaction norm analytical framework to answer fundamental questions about phenotypic plasticity, local adaptation, their interaction (i.e. genetic variation in plasticity) and future adaptive potential. An experimental and analytical framework for constructing and analysing genomic reaction norms is presented within the context of polygenic climate change responses of structured populations with gene flow. Intended for a broad eco-evo readership, we first briefly review adaptation with gene flow and the importance of understanding the genomic basis and spatial scale of adaptation for conservation and management of structured populations under anthropogenic change. Then, within a high-dimensional reaction norm framework, we illustrate how to distinguish plastic, differentially expressed (difference in reaction norm intercepts) and differentially plastic (difference in reaction norm slopes) genes, highlighting the areas of opportunity for applying these concepts. We conclude by discussing how genomic reaction norms can be incorporated into a holistic framework to understand the eco-evolutionary dynamics of climate change responses from molecules to ecosystems. We aim to inspire researchers to integrate gene expression measurements into common-garden experimental designs to investigate the genomics of climate change responses as sequencing costs become increasingly accessible.
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.