Biomarker Intelligence Platform
Find the biomarkers
that matter
Motif turns literature into structured, cross-referenced, cited biomarker associations.
The biomarker that changes your research may already be published. Motif finds it.
Search papers
Collect relevant papers
Extract biomarker associations
Generate report
Generate knowledge graph
Knowledge graph
Biomarker relationships extracted from a single paper
How it works
Not a summary.
Your biomarker graph,
built as you go.
Each paper extends your biomarker graph as you work. Every association is PMID-linked and cross-referenced across 50+ databases—nothing synthetic, only what the literature says.
Interactive knowledge graph
See relationships no spreadsheet can show
An interactive network of biomarker associations. Filter by disease, evidence strength, or relationship type. Export to Cytoscape, PDF, Excel, or SVG.
- Filter nodes by biomedical entity type, evidence class, or disease area
- Explore any node to expand its sub-graph
- Export as PDF, XLSX, CSV, SVG, or Cytoscape for figures and downstream analysis
No black-box synthesis
Associations you can inspect, trust, and cite
Every result maps a biomarker to disease, drug, or phenotype with full provenance: direct quotes from the source text or interpretations extracted from figures. No synthesis you have to take on faith.
- Relationship type, direction, and confidence surfaced per result
- Supporting evidence as verbatim quotes or figure interpretations
- Raw PMID links for every association
- Export-ready for grants, slides, or literature tables
Example Association Library output showing three biomarker associations: EGFR exon 19 deletion associated with improved progression-free survival on osimertinib (High confidence), BRCA2 loss-of-function associated with reduced overall survival in pancreatic cancer (Moderate confidence), and PTEN loss associated with PI3K pathway activation (Low confidence).
Example Article Library showing 25 total articles with extraction status badges. Articles include titles, authors, journal, year, PMID, and DOI with findings count badges, and actions to view, copy title, add supplementary files, or archive.
All your sources, one place
A library that keeps itself organized
Every paper Motif reads is stored with its full citation, DOI, and journal. Complete provenance for every finding, searchable and exportable without leaving the platform.
- Search across all papers by title, author, or journal
- Export your library as BibTeX or RIS for any reference manager
- Every source DOI-linked, no broken references
Built for teams
Collaborate on the same knowledge graph
Your team works in the same graph. Add notes to any node or association, tag context, and surface what matters without duplicating the review work.
- Annotate any node or association with team notes
- Tag context to keep findings organised by project or hypothesis
- Everyone sees the same evidence, no version drift
Example Team Notes panel showing collaborative annotation on an EGFR association, with a team note in progress reading: Consistent with FLAURA data, prioritise for osimertinib arm.
Beyond PubMed and spreadsheets
PubMed gives you papers.
Motif gives you biomarker evidence.
Weeks of reading, one query
Structured biomarker associations with full provenance. The manual literature work your team used to spread across weeks, in a single search. No sales calls, no procurement team.
Compounding your team's knowledge
Every query adds to your organization's biomarker graph. What used to take years of accumulated reading becomes searchable in days, and every search after that starts from where your team left off.
Evidence you can trust
Each result is scored by study design, sample size, and effect size. You see how much to trust a finding before you cite it.
Who Motif Is For
Built for teams
who turn literature into decisions.
Precision Medicine Researchers
Find resistance and response biomarkers from the literature before you commit wet-lab resources.
Translational Scientists
Prioritize biomarker candidates with cited diagnostic, prognostic, and predictive associations in one place.
Companion Diagnostic Teams
Map biomarker-treatment relationships with cited evidence and certainty scores for assay and trial design.
From the blog
Biomarker research guides
Deep dives on biomarker evidence, rare-disease discovery, and the skills translational teams need in 2026.
Why biomarkers matter
Trial enrichment, drug-development success rates, and the economics behind biomarker adoption.
Read the guide →Rare disease biomarker discovery
How PMID-linked literature scoping helps small-cohort teams avoid duplicating failed candidates.
Read the guide →Essential biomedical research skills
Computation, evidence synthesis, and biomarker literacy every translational researcher needs.
Read the guide →Early access
Start building your biomarker graph.
Join the waitlist for early access to the Biomarker Intelligence Platform.