One platform · two perspectives
Two perspectives in one evidence space.
A review framework for two lines at different levels of maturity. Explore what is already computed, what is synthetic and what still needs development.
01 · The host perspective
Human genomics
Explore variants and see how each one connects to its methods and sources. The current annotation is synthetic and is not clinical interpretation.
Evaluation on public casesExplore this line02 · The community perspective
Human microbiome
Examine multivariate structure, diversity and sensitivity on a reproducible synthetic challenge. Every result can be traced back to its data, methods and limits.
Computed synthetic demoExplore this lineENVIRONMENTAL MICROBIOMES
Soil and water systems
Reproducible reanalysis of environmental communities, with explicit experimental design, context and limits.
Soil demo computed · water under explorationExplore the verticalTWO DEMONSTRATIONS · TWO KINDS OF EVIDENCE
From community geometry to a reviewable interpretation
Human microbiome · synthetic test
Sixty generated samples for examining sensitivity, confounding and traceability. They do not represent patients.
Explore the challengeSoil · public reanalysis
Eight plots across four sites, built from published bacterial ASVs. Site context dominates the signal and limits what can be concluded about cover cropping.
Examine the soil studyResearch · not for clinical use
Every finding needs context.
The framework connects observation, quality, source, uncertainty, permitted use, research question and report. Collaborative review per study is in development.
Observation
The public case presents computations on cohort data. The genomics and microbiome demos use synthetic fixtures. Each experience states its origin.
Inference
Annotations, associations or predictions that depend on references, models and assumptions. They are not direct measurements.
Interpretation
Conclusions limited to the available context and evidence. These demos offer no diagnosis or prescription.
Host × microbiome: the next question.
Studying longitudinal relationships between host measurements, microbiome and phenotypes requires linked data with the right permissions, evaluated methods and independent validation.