Molecular resolution for precision medicine

The subtype layer clinicians currently lack.

From phenotype to endotype.

EndoPheno reads downward. It matches a patient's genetic and biomarker signature against a curated database of polygenic scores and endotype literature, then resolves a broad diagnosis into the specific biological pathway driving it, and the therapy that targets it. Every call carries a citation trail.

The four-layer model

Medicine operates at the surface. EndoPheno reads down to the mechanism.

Subgroup

Where medicine starts today. Clinical lumping by appearance, the label a 15-minute visit produces.

Phenotype

Observable traits and basic labs. Sharper, but still observer-dependent.

EndoPheno

Endotype

The destination. The specific biological pathway driving the phenotype. Stable, mechanistic, treatment-determining.

Treatment plan

The payoff. Endotype mapped to a specific therapy with a response probability.

The EndoPheno equation

Genotype × Exposome → Phenotype

Phenotype + Molecular Resolution → Endotype

EndoPheno is the molecular resolution layer.

The processing engine

Patient signature in. Endotype call out.

Patient signature in

  • ·Genetic data
  • ·Bloodwork
  • ·Fitness and body composition
  • ·Continuous data (CGM, wearables)

Molecular resolution

  • ·Match genetic signature to polygenic scores
  • ·Match biomarker signature to endotype patterns
  • ·Cross-reference curated literature
  • ·Produce endotype call and response prediction

Fueled by a proprietary knowledge graph: 100k+ articles, 4,700+ scores, PRS-PGx data.

Patient output

  • ·Endotype call
  • ·Treatment recommendation
  • ·Screening and prevention plan
  • ·Citation trail

Three anchor examples

Same architecture. Different inputs.

Asthma

Severe asthma

resolves to

Th2-high, IL-5-driven eosinophilic asthma
Confidence
92%
Treatment
Mepolizumab or benralizumab
Why it matters
78% predicted response

Breast cancer

BRCA-negative, average risk

resolves to

Luminal A endotype, PRS at the 88th percentile
Confidence
79%
Treatment
Tamoxifen chemoprevention plus MRI surveillance
Why it matters
Start now, not at 40

Cardiometabolic

Healthy 42-year-old

resolves to

MASLD-driven, insulin-resistant endotype
Confidence
88%
Treatment
Lifestyle, early GLP-1, statin discussion
Why it matters
15-year head start

Clinicians already order overall polygenic risk scores. EndoPheno is the subtype layer they currently lack.

Request access

EndoPheno is invite-only while we run early pilots.

Tell us who you are and we'll be in touch. We review every request by hand.