Discover Community Create You

Loading publication...

Noodle always counts identifier-free feature events for service operation. With your permission, Google Analytics can also estimate audience and engagement. Search text, publication identifiers, cookies, IP addresses and browser fingerprints are never included in Noodle's first-party event counters.

Privacy details

Article

Spectral phenotyping of embryonic development reveals integrative thermodynamic responses.

BMC bioinformatics - 6 May 2021

Tills Oliver, Spicer John I, Ibbini Ziad, Rundle Simon D

Abstract excerpt

BACKGROUND: Energy proxy traits (EPTs) are a novel approach to high dimensional organismal phenotyping that quantify the spectrum of energy levels within different temporal frequencies associated with mean pixel value fluctuations from video. They offer significant potential in addressing the phenotyping bottleneck in biology and are effective at identifying lethal endpoints and measuring specific functional...

Read the complete abstract on PubMed

Topics

Share this publication in a Topic to start or enrich a Post.

Share to Embryonic Development
Share to Phenotype
Share to Temperature

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

Source

Open in PubMed Open full text

Identifiers

PMID: 33957860
DOI: 10.1186/s12859-021-04152-1
PMCID: PMC8101172

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-07.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

Related research

Semantic proximity does not establish scientific evidence.

Research trail→

Click a neighbor to travelStep 1 · 12 closest

Spectral phenotyping of embryonic development reveals integrative thermodynamic responses.PMID 33957860Read ↗

A phenomics approach reveals interspecific differences in integrated developmental responses to chronic elevated temperatures.Semantic proximity Read ↗

Phenomics enables measurement of complex responses of developing animals to global environmental drivers.Semantic proximity Read ↗

Predicting responses to marine heatwaves using functional traits.Semantic proximity Read ↗

Real versus Artificial Variation in the Thermal Sensitivity of Biological Traits.Semantic proximity Read ↗

Seasonal hepatic plasticity follows a temporal response hierarchy in a Neotropical frogSemantic proximity Read ↗

Thermal performance curves, phenotypic plasticity, and the time scales of temperature exposure.Semantic proximity Read ↗

Seasonal hepatic plasticity follows a temporal response hierarchy in a Neotropical frogSemantic proximity Read ↗

Transcriptomic analysis provides insights into molecular mechanisms of thermal physiology.Semantic proximity Read ↗

Physiological responses of ectotherms to daily temperature variation.Semantic proximity Read ↗

A call for a systematic approach to documenting physiological diversity in squamates and beyond.Semantic proximity Read ↗

Integrating metabolic performance, thermal tolerance, and plasticity enables for more accurate predictions on species vulnerability to acute and chronic effects of global warming.Semantic proximity Read ↗

Diel thermal fluctuations during embryonic development affect molecular and physiological phenotypes in later life stages of Fundulus heteroclitus.Semantic proximity Read ↗

⌁Select a neighboring publication to make it the new centre.