DeCure's autonomous Rare AI scientist is researching a drug-repurposing hypothesis for RPE65-related dominant retinopathy — screening already-approved drugs against its 1-gene Open Targets disease module to publish open-access research. Research is fast; the path to publication is funded in milestone stages.
Disease moduleRPE65-related dominant retinopathy maps to a 1-gene Open Targets module — the target space DeCure's AI scientist screens approved drugs against.
DeCure.ai methodSignature reversal (LINCS) plus network proximity (STRING) rank already-approved drugs likely to perturb this module — the same engine that produces DeCure.ai's repurposing hypotheses.
Repurposing thesisScreening approved medicines against this disease module, then publishing the evidence for the strongest candidate. Known pharmacology and human exposure data make the first question sharper — they do not establish safety or efficacy in a new indication.
Research record
01
ResearchComing soon
Candidate research + dossier — target rationale, drug-repurposing thesis and evidence pack.proof: Published dossier + on-chain hash
02
ValidationComing soon
In-vitro biological validation at a contract research org (CRO).proof: CRO contract + in-vitro report
03
Peer review & paperComing soon
Peer-reviewed paper published open-access (preprint + journal).proof: DOI + open-access link + on-chain hash
Current lead
No approved-drug candidate for rpe65-related dominant retinopathy is corroborated in the literature DeepSearch retrieved. Some conditions are managed with non-pharmacological care — a device, surgery or physical therapy — rather than a medicine; that may be the case here, or the literature we found may simply be too sparse yet to support a drug-repurposing angle.
What the evidence adds up to
The only known dominant mutation in RPE65 is the c.1430G>A (D477G) substitution, which causes a delayed-onset retinitis pigmentosa with choroidal and macular involvement. A 2018 study using a D477G knock-in mouse model found mild age-dependent changes in retinal structure and function. The mice showed ubiquitinated RPE65, reduced RPE65 expression, accumulation of retinyl esters, delayed rhodopsin regeneration, and diminished electroretinography responses. However, a cell line expressing the mutant protein had normal expression, localisation, and isomerase activity. Structural analysis suggested the mutation does not perturb protein folding but creates an aggregation-prone surface that may cause toxicity through abnormal complex formation. The authors concluded a toxic gain-of-function mechanism may be involved.
Voretigene neparvovec (Luxturna) is the only approved subretinal gene therapy for biallelic RPE65-related Leber congenital amaurosis. A 2025 multicentre retrospective case series of nine patients who met World Health Organization blindness criteria (best-corrected visual acuity below 20/400 or visual field III4e isopter less than 10 degrees) reported outcomes after a mean follow-up of 11.1 months. Mean baseline visual acuity was 1.89 LogMAR (range 1.4 to 2.7). Visual field area did not improve overall, but full-field stimulus testing improved in patients with better baseline full-field stimulus testing (−8.83 dB vs −0.56 dB; p = 0.010). Visual acuity improved in younger patients (20 vs 32 years; p = 0.011) and those with thinner central retinal thickness at 1 mm (155 vs 193 µm; p = 0.038). Visual field V4e loss occurred in older patients (38 vs 19 years; p = 0.001) with worse baseline V4e area. Subjective improvement in dim light navigation was reported in younger patients (20.3 vs 45.3 years; p < 0.001). The authors concluded that blindness is not a contraindication, and superior results correlated with greater baseline full-field stimulus testing but not with central retinal thickness, provided measurable outer retinal structures persist.
A 2024 review noted that RPE65-associated retinal dystrophies are mostly fast-progressing, with childhood onset of night blindness and progressive visual loss into middle adulthood. Rare phenotypes include congenital stationary night blindness, slowly progressing retinitis pigmentosa, and the autosomal dominant D477G variant. The review summarised current knowledge of clinical phenotypes and experience with voretigene neparvovec.
What is still missing is a specific gene therapy or pharmacological strategy for the dominant D477G form, which may require a different approach than the recessive loss-of-function disease. No clinical trial has yet tested any intervention in patients with the dominant mutation. Patient stratification by age, baseline function, and retinal structure appears critical for interpreting outcomes, but prospective data with longer follow-up are lacking. Funding for mechanistic studies of the proposed toxic gain-of-function and for development of therapies targeting aggregation or abnormal complex formation remains limited.
Evidence
Retrieved by DeepSearch across 234,678,978 indexed works and resolved on OpenAlex — ranked by citations, including the results that did not work.
Human Molecular Genetics · 2018 · 38 citations · open access
Insights into the pathogenesis of dominant retinitis pigmentosa associated with a D477G mutation in RPE65
AbstractRPE65 is the essential trans-cis isomerase of the classical retinoid (visual) cycle. Mutations in RPE65 give rise to severe retinal dystrophies, most of which are associated with loss of protein function and recessive inheritance. The only known exception is a c.1430G>A (D477G) mutation that gives rise to dominant retinitis pigmentosa with delayed onset and choroidal and macular involvement. Position 477 is distant from functionally critical regions of RPE65. Hence, the mechanism of D477G pathogenicity remains unclear, although protein misfolding and aggregation mechanisms have been suggested. We characterized a D477G knock-in mouse model which exhibited mild age-dependent changes in retinal structure and function. Immunoblot analysis of protein extracts from the eyes of these knock-in mice demonstrated the presence of ubiquitinated RPE65 and reduced RPE65 expression. We observed an accumulation of retinyl esters in the knock-in mice as well as a delay in rhodopsin regeneration kinetics and diminished electroretinography responses, indicative of RPE65 functional impairment induced by the D477G mutation in vivo. However, a cell line expressing D477G RPE65 revealed protein expression levels, cellular localization and retinoid isomerase activity comparable to cells expressing wild-type protein. Structural analysis of an RPE65 chimera suggested that the D477G mutation does not perturb protein folding or tertiary structure. Instead, the mutation generates an aggregation-prone surface that could induce cellular toxicity through abnormal complex formation as suggested by crystal packing analysis. These results indicate that a toxic gain-of-function induced by the D477G RPE65 substitution may play a role in the pathogenesis of this form of dominant retinitis pigmentosa.
Canadian Journal of Ophthalmology · 2025 · 5 citations · open access
“Blindness” is not a contraindication for voretigene neparvovec-rzyl treatment: a review of 9 cases
AbstractObjective Biallelic RPE65 pathogenic variants may cause Leber congenital amaurosis (LCA). Voretigene neparvovec-rzyl (VN, Luxturna) is the only approved subretinal gene therapy that demonstrated benefit and safety. The eligibility criteria are vague and variable between centres. This is the first comprehensive outcome report of RPE65 -LCA patients with World Health Organization blindness criteria vision treated with VN. Design Multicentre retrospective case series. Participants Patients meeting the treatment criteria for VN who had best-corrected visual acuity (BCVA) <20/400 or visual field (VF)III4e isopter <10°. Methods Patients were followed for a mean of 11.1 ± 4.7 months. Age, sex, BCVA, central retinal thickness (CRT), retinal atrophy, VF, full-field stimulus testing (FST), and subjective impressions were assessed. Results Nine patients met the inclusion criteria (mean: BCVA 1.89 LogMAR, range: 1.4 – 2.7 LogMAR, mean age: 28.7-years-old, range: 17–59 years). Though VF area did not improve, FST improved in patients with better baseline FST (−8.83 dB vs −0.56 dB; p = 0.010), and better VFV4e (7245 vs 341 o2 ; p < 0.001) and III4e (596.1 vs 24.8 o2 ; p = 0.011) area. VA improved in younger (20 vs 32 years; p = 0.011) patients with thinner CRT 1mm (155 vs 193 µm; p = 0.038). VFV4e loss occurred in older (38 vs 19 years; p = 0.001) patients with worse baseline V4e area (1728 vs 8159 o2 ; p < 0.001). Subjective improvement in dim light navigation skills occurred in younger patients (20.3 vs 45.3 years; p < 0.001). Conclusions Blindness is not a contraindication to VN treatment for RPE65 -LCA. Superior results correlated with greater baseline FST but not with CRT 1mm , provided that measurable outer retinal structures persist.
Klinische Monatsblätter für Augenheilkunde · 2024 · 5 citations
RPE65-Associated Retinal Dystrophies: Phenotypes and Treatment Effects with Voretigene Neparvovec
Abstractgene are mostly fast-progressing retinal diseases, with childhood onset of night blindness and progressive visual loss up to the middle adult age. Rare phenotypes linked to this gene are known with congenital stationary night blindness or slowly progressing retinitis pigmentosa, as well as an autosomal dominant c.1430A>G (p.Asp477Gly) variant. This review gives an overview of the current knowledge of the clinical phenotypes, as well as experience with the efficacy and safety of the approved gene augmentation therapy voretigene neparvovec.
American Journal of Ophthalmology Case Reports · 2025 · 0 citations · open access
Therapeutic potential of allogeneic iPS cell-derived RPE transplantation for RPE65-LCA
AbstractPurpose To evaluate the safety and therapeutic effects of induced pluripotent stem (iPS) cell-derived retinal pigment epithelium (RPE) transplantation for RPE65 -associated Leber congenital amaurosis ( RPE6 5-LCA). Observations A 46-year-old male patient with RPE6 5-LCA underwent allogeneic iPS cell-derived RPE transplantation. The patient's best-corrected visual acuity (VA) prior to treatment was 2.0 (logMAR). A cell suspension of iPS cell-derived RPE was transplanted into the subretinal space. On day 15 post-transplantation, intraocular pressure (IOP) increased to 46 mmHg due to local steroid treatment, resulting in a decrease in VA to light perception (LP). Retinal imaging on day 71 revealed that most transplanted cells had migrated and formed an epiretinal membrane (ERM). The ERM was surgically removed on day 112. Two years post-transplantation, the patient reported improved vision, with VA improving to 1.4 (logMAR) from LP. Full-field stimulus testing (FST) and microperimetry demonstrated increased retinal sensitivity. These improvements have been maintained for up to 4 years post-treatment. Conclusions and importance Although this case raised safety concerns regarding the use of cell suspension for RPE transplantation, RPE transplantation may still serve as a potential therapeutic option for patients with RPE65 -associated retinopathy, particularly those who are not eligible or older age for RPE65 gene therapy.
Disease module: DeepOracle (Open Targets). Structures: RDKit from PubChem SMILES. Literature: retrieved by DeepSearch across 234,678,978 indexed works (targeted per-candidate search), resolved on OpenAlex.
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