Applications
Plant and agricultural science
Breeding panels and diversity populations are large by design. Metablify was developed at the Donald Danforth Plant Science Center precisely to make LC/MS analysis of cohorts at that scale tractable, which makes plant science its home turf.
The problem
The gap in plant and agricultural science
Plant metabolomics often means hundreds or thousands of genotypes, replicates, and conditions, because the questions are about diversity and inheritance. That scale produces exactly the failures large cohorts are prone to, drift across long acquisition campaigns, batch structure by planting or harvest, and low abundance specialized metabolites that vary across a population. When features are not recovered and aligned across the whole panel, association between metabolite and genotype is weakened by processing artifacts rather than biology.
How Metablify fits
Recovery and alignment on data you already have
Metablify treats the panel as one body of evidence, recovering reproducible features and aligning them across the entire population so that a metabolite measured in one genotype is matched correctly in all of them. Because the approach uses the cohort as its own reference, larger panels strengthen the analysis rather than fragmenting it, which suits diversity populations and breeding trials where scale is the point.
Who this is for
Where the need is real
Plant science researchers, breeding programs, seed and agriculture companies, and core facilities analyzing diversity panels and populations where cohort scale and specialized metabolites make recovery and alignment critical.
What matters
Where this makes a difference
Diversity means scale
Questions about inheritance and diversity require hundreds or thousands of genotypes and replicates, which produces exactly the drift and batch structure large cohorts are prone to.
Association needs clean features
When features are not recovered and aligned across the whole panel, links between metabolite and genotype weaken from processing artifacts rather than biology.
Built for this
Metablify was developed at the Donald Danforth Plant Science Center, so the platform was shaped by the demands of plant diversity panels and breeding trials from the start.
Questions
Common questions
Why is plant science a particular fit?
Metablify was developed at the Donald Danforth Plant Science Center to solve large scale LC/MS challenges, so the platform was shaped by the demands of plant diversity panels and breeding populations from the start.
Can it handle specialized metabolites?
Specialized metabolites are often low in abundance and variable across a population. Metablify recovers reproducible features across the cohort, which helps surface these compounds where a per sample threshold would lose them.
Keep reading
Related
Ready to talk about your study?
Bring us your samples, LC/MS data, or workflow challenge and we will map the right path forward.
Metablify was developed at the Donald Danforth Plant Science Center for cohort scale plant metabolomics.