The Platform

Inside the target ranking engine

How Assaygrove integrates multi-omics evidence and literature signals into a defensible ranked list.

Three integrated evidence engines

Every ranked target draws from all three. No siloed analysis, no single-dataset calls.

Omics Integration

Ingests bulk RNA-seq expression matrices, single-cell RNA-seq, proteomics abundance profiles, and GWAS summary statistics. Data is normalized, batch-corrected, and harmonized into a shared target-space representation before scoring.

Supports 6 standard omics input formats

Literature Mining

Full-text indexing of PubMed and preprint repositories. Named entity extraction resolves synonyms and gene aliases. Target-disease association confidence is scored by publication recency, citation weight, and assertion type.

40M+ literature records indexed

Ranking and Prioritization

Multi-evidence composite scoring with adjustable evidence weights. Confidence intervals are reported per component. Every target score is decomposable: you can see exactly which evidence tier drove the ranking.

Composite score with 3-component decomposition

Data Integration

Your data, connected.

Bring what you have. The platform handles normalization and harmonization for sparse or mixed-modality inputs.

Expression matrices CSV and TSV bulk RNA-seq count or normalized expression data
GWAS summary statistics VCF or standard GWAS summary stat formats
Proteomics Standard mass-spec abundance formats (MaxQuant, FragPipe output)
Single-cell RNA-seq H5AD or standard 10x cell-by-gene matrix formats
No PHI required. De-identified omics only. Your data is not used to train shared models.
Omics data integration visualization showing multi-modal inputs

Transparent. Decomposable. Defensible.

Three evidence tiers each contribute a weighted component to the composite score. No black box.

MAPK3 Prioritize
Genetic
0.88
Functional
0.79
Literature
0.65
Genetic Evidence

Strong GWAS association in colorectal carcinoma (p = 3.2e-12). eQTL signal in colon tissue confirmed in GTEx v8.

Literature
147 indexed records 12 high-confidence
Platform scoring visualization showing evidence weighting for target prioritization

See it on your data

Bring your own omics datasets. First ranking is free. No credit card required for the pilot tier.