Retinopathies Curation Project

In progress

Retinopathies Curation Project

Overview

Curate retinopathy and retinal dystrophy branches for the dismech knowledge base with explicit granularity rules. The goal is to avoid duplicated pathographs while still separating entities whose proximal pathobiology, diagnosis, or management genuinely diverge.

This project treats "retinopathy" as a mixed-use term. In some contexts it is a phenotype label within a broader systemic disease. In others it denotes a retinal disease family with a shared mechanistic trunk and clinically meaningful subtypes. The project therefore starts from mechanism-first curation rather than from ontology depth alone.

Current Tension

Retinal diseases create a recurring lump-vs-split problem:

  1. Broad umbrella terms such as retinopathy or inherited retinal dystrophy are often too heterogeneous for a single disease-level pathograph.
  2. Gene-based MONDO descendants can be clinically useful, but creating one file per descendant often duplicates most of the mechanistic graph.
  3. Some gene-centered families are coherent enough for a shared parent entry, but only if the child terms diverge late from a common proximal module.

Working Granularity Principles

  1. Do not create one dismech file per MONDO term by default. MONDO is multi-level; dismech curation should be guided by mechanism and modeling utility, not by ontology descent alone.

  2. Do not treat generic retinopathy as a default top-level disease entry. In many contexts it is better modeled as a phenotype within a broader disorder.

  3. Use a disease-family umbrella when child entities share a strong proximal mechanism. A family entry is justified when most descendants can reuse the same early pathograph trunk and differ mainly in retinal cell-type bias, topography, inheritance mode, or downstream clinical pattern.

  4. Split into separate top-level entries when the shared pathograph would be too thin. Separate entries are favored when proximal pathobiology, diagnostic framing, prognosis, or treatment strategy materially differ.

  5. Subtype labels are not the same as severity labels. Different retinal phenotypes may reflect rod-predominant, cone/macular- predominant, early severe, or syndromic branches of the same module rather than mere differences in degree.

  6. Digenic or inheritance-specific branches can stay under a shared parent. A second-gene interaction or dominant/recessive split can be modeled as a meaningful subtype when the affected molecular complex or pathway is still the same.

  7. Treat MONDO placement as informative, not decisive. Some ontology descendants may need special review if their canonical literature points to a different proximal mechanism than the parent family would imply.

Initial Findings

Broad project-level conclusions

PRPH2-related retinopathy is an initial positive test case for a shared umbrella entry.

Why it looks coherent:

Implication for modeling:

Caution:

Candidate Curation Strategy

Family umbrellas worth evaluating

Family / Concept Proposed modeling Rationale Status
PRPH2-related retinopathy Shared parent with subtype branches Strong common outer-segment structural module [ ]
RPGR-related retinopathy Shared parent with subtype branches Multiple clinically distinct descendants on one gene-centered family [ ]
RDH5-related retinopathy Shared parent with subtype branches Multiple named descendants, likely shared visual-cycle module [ ]
RLBP1-related retinopathy Shared parent with subtype branches Multiple related visual-cycle retinopathy phenotypes [ ]

Likely standalone retinal disease entries

Disease / Family Proposed modeling Rationale Status
Stargardt disease Standalone disease with subtypes Existing KB entry; clinically coherent macular dystrophy with ABCA4-centered trunk [x]
RPE65-related recessive retinopathy Standalone disease or very tight family entry Strong therapy relevance and clear clinical framing [ ]
Microcephaly and chorioretinopathy syndromes Standalone syndromic disease entries Not just retinal disease; broader syndromic mechanism and phenotype [ ]

Concepts to keep as parents / project labels, not default disease files

Disease File Notes
Stargardt Disease Stargardt_Disease.yaml Existing retinal dystrophy entry with internal subtype structure
Age-Related Macular Degeneration Age_Related_Macular_Degeneration.yaml Distinct retinal disease with separate clinical framework
Pars Planitis Pars_Planitis.yaml Retinal inflammation/vasculitis context rather than inherited dystrophy
Retinoblastoma Retinoblastoma.yaml Retinal neoplasia, clearly separate from retinopathy families

STATUS

Principles and Scoping

Initial Curation Targets

NOTES

2026-03-18