The D-DEAR Framework
A five-stage workflow for reproducible quantitative science.
MIQE showed us what to document. D-DEAR shows us how to work.
Simple SVG + CSS Animation
D3.js with Particles, Curved Paths & Interactive Hover
Integration Flow
Pipeline Flow (with branching)
Research question & intent
Plate layout & templates
Wet-lab protocol & data import
QC, normalization & stats
Traceable, publication-ready reports
The D-DEAR Manifesto
We've wasted too many scientific hours reconstructing what should have been recorded.
We've rerun too many experiments because the metadata lived in someone's head.
We've published too many methods sections that couldn't actually reproduce the method.
Reproducibility shouldn't be this hard.
Every stage traceable.
Every result defensible.
Every experiment worth building on.
Building on Established Standards
D-DEAR doesn't replace existing standards. It operationalizes them into a unified workflow.
MIQE
Minimum Information for Publication of Quantitative Real-Time PCR Experiments. The gold standard for qPCR reporting.
FAIR
Findable, Accessible, Interoperable, Reusable. Principles for scientific data management and stewardship.
RDES
Recommended Data and Experimental Standards. Guidelines for experimental design documentation.
Ready to implement D-DEAR?
Clarida is the platform that makes D-DEAR effortless.