DeCure's autonomous Rare AI scientist is researching a drug-repurposing hypothesis for Tetralogy of Fallot — screening already-approved drugs against its 20-gene Open Targets disease module to publish open-access research. Research is fast; the path to publication is funded in milestone stages.
Disease moduleTetralogy of Fallot maps to a 20-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 tetralogy of fallot 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.
Molecular view
EPH receptor B4 (EPHB4) — EPHB4 is one of the genes genetically linked to this disease in Open Targets — shown as context, not as a drug target we're pursuing: no approved-drug candidate for this disease is yet corroborated in the literature we found.
Loading structure…
helix sheet {4-[(5-chloro-1,3-benzodioxol-4-yldrag to rotate · scroll to zoom
RCSB Protein Data Bank · entry 2VWX · 1.65 Å · ligand 3-({4-[(5-chloro-1,3-benzodioxol-4-yl)amino]pyrimidin-2-yl}amino)benzenesulfonamide (7X4). Experimental structure, not a prediction.
What the evidence adds up to
One hundred consecutive patients with tetralogy of Fallot operated on between 1995 and 2003 were reviewed. Thirty-one patients received initial palliation, indicated by age under 3 months, unfavourable anatomy, major associated defects, or genetic disorders with poor life expectancy. There were no hospital deaths after palliation; 28 of these patients later underwent complete repair with one hospital death (3.5%). Two patients with severe chromosomal abnormalities died at home. Primary repair was carried out in 69 patients with one hospital death (1.4%). A transannular patch was used in 80% of patients and was not an incremental risk factor for death. Eight reoperations occurred, all in the primary repair group, for residual right ventricular outflow tract obstruction with or without residual ventricular septal defect, or isolated residual ventricular septal defect. The authors concluded that an initial palliative procedure does not influence the outcome of later repair in terms of mortality or morbidity.
A separate retrospective study of 19 patients undergoing transatrial-transpulmonary correction between 2009 and 2010 reported a mean age of 7.4 years. The immediate postoperative pressure gradient between the pulmonary artery and right ventricle was 18.77 mm Hg. There were 2 deaths (10.5%). Complications included conduction disorders in 100% of patients, dominated by right bundle branch block, and pleuropulmonary complications in 41.20%. After a mean follow-up of 11.43 years, no patient had died and all were asymptomatic without significant residual lesion. The authors concluded that the transatrial-transpulmonary approach is associated with low morbidity and mortality in their experience.
A 2004 study stated that long-term results of corrective surgery for tetralogy of Fallot are excellent, with most patients reaching adulthood, but noted that reoperations late after correction may complicate results. A 2020 case report described tetralogy of Fallot in a child with VACTERL association, noting that TOF is associated with many syndromes, most commonly Down syndrome, velocardiofacial syndrome, Holt Oram syndrome, and Poland's syndrome. A 2024 report described a patient 30 years after surgical correction who remains in good condition with only poorer exercise tolerance, and provided a historical overview of treatment methods without discussing contemporary treatments.
What remains missing is prospective data comparing different surgical strategies in randomised or adequately controlled settings, particularly for the transatrial-transpulmonary approach versus standard transventricular repair. Long-term follow-up studies with systematic assessment of right ventricular function, arrhythmia burden, and reoperation rates are scarce, and no trial has stratified patients by genetic syndrome or pulmonary artery anatomy to guide the choice between primary repair and staged palliation. Funding for multicentre registries and randomised trials of surgical technique, especially in developing-country populations, is lacking.
Evidence
Retrieved by DeepSearch across 234,678,978 indexed works and resolved on OpenAlex — ranked by citations, including the results that did not work.
Journal of Cardiovascular Medicine · 2007 · 12 citations
Previous palliation in patients with tetralogy of Fallot does not influence the outcome of later repair
AbstractOBJECTIVE: Primary repair is the treatment of choice in patients with tetralogy of Fallot. The timing of repair, however, remains controversial, and an initial palliative procedure might be considered a valuable option in the early management of symptomatic young infants and in those with either unfavourable anatomy, major associated lesions or chromosomal abnormalities with a poor life expectancy. METHODS: We reviewed the management of 100 consecutive patients with tetralogy of Fallot who were operated upon at our department during an 8-year period from June 1995 to March 2003. The rationale for the choice of the initial management and the outcome in terms of morbidity and mortality in patients who underwent primary repair was compared to that observed in patients who had had a two-stage repair. RESULTS: Age less than 3 months, the presence of either an unfavourable anatomy or major associated defects and genetic disorders with poor life expectancy were the indications for an initial palliation, which was carried out in 31 patients. There were no hospital deaths, and 28 of these patients underwent later repair with one hospital death (3.5%). Two patients with severe chromosomal abnormalities died at home and the remainder required a further palliation because of severely hypoplastic pulmonary arteries. Primary repair was carried out in 69 patients with one hospital death (1.4%). A transannular patch, which was used in 80% of our patients, was not an incremental risk factor for death regardless of the type of repair. Eight patients were reoperated on because of either residual right ventricular outflow tract obstruction with (four patients) or without (one patient) residual ventricular septal defect or isolated residual ventricular septal defect (three patients). All reoperations occurred in patients undergoing primary repair. CONCLUSIONS: The outcome of patients undergoing repair of tetralogy of Fallot is not influenced in terms of either mortality or morbidity by an initial palliative procedure.
Polish Journal of Cardio-Thoracic Surgery · 2022 · 2 citations · open access
Transatrial-transpulmonary correction of tetralogy of Fallot: experience of a developing country
AbstractIntroduction: Right ventricular dysfunction is a cause of morbidity and mortality after surgical correction of tetralogy of Fallot. The transatrial-transpulmonary approach allows preservation of right ventricular function. Aim: To report the immediate and long-term results of surgical treatment of tetralogy of Fallot using the transatrial-transpulmonary approach. Material and methods: This is a retrospective study including cases of tetralogy of Fallot operated on by the transatrial-transpulmonary approach between April 2009 and October 2010 in our institution. Results: There were 19 patients including 10 girls and 9 boys with a mean age of 7.4 years (extremes: 3 and 19 years). All our patients benefited from closure of the ventricular septal defect by a right atrial approach and enlargement of the pulmonary pathway. In the immediate postoperative period, the pressure gradient between the pulmonary artery and the right ventricle was 18.77 mm Hg. We had 2 deaths (10.5%). Complications were dominated by conduction disorders (100%) such as right bundle branch block and pleuropulmonary complications (41.20%). After a mean follow-up of 11.43 ±0.81 years, no patient died and all were asymptomatic, without significant residual lesion. Conclusions: Complete cure of tetralogy of Fallot by the transatrial-transpulmonary route is associated with low morbidity and mortality in our experience. The long-term results are satisfactory.
The Thoracic and Cardiovascular Surgeon · 2004 · 0 citations
Incidence and indications for reoperations late after correction of tetralogy of fallot
AbstractObjectives: Long-term results of corrective surgery of tetralogy of Fallot (TOF) are excellent with most of the patients reaching adulthood. Nevertheless reoperations late after correction may complicate results. The aim of this study was to investigate incidence and indications for reoperations late after correction of TOF.
Medical Research Archives · 2020 · 0 citations · open access
Tetralogy of Fallot in a child with VACTERL association - A case report of uncommon occurrence
AbstractTetralogy of Fallot (TOF) is the most common cause of cyanotic congenital heart disease in ventricular septal defect and pulmonary stenosis physiology. TOF is associated with many syndromes, the most common being Down Syndrome, Velocardiofacial syndrome, Holt Oram Syndrome, and Poland's syndrome. VACTERL association is rare in incidence compared to the above mentioned. 1 We report a case of TOF with the VACTERL association.
Family Medicine & Primary Care Review · 2024 · 0 citations · open access
Patient with tetralogy of Fallot at 30-year follow-up – a historical overview of the treatment of the defect
AbstractThe authors present the case of a patient with tetralogy of Fallot. The patient underwent surgery to correct the defect 30 years ago. Our patient remains in good condition, currently reporting only poorer exercise tolerance. The authors attempted to analyse the development of treatment methods for tetralogy of Fallot based on world literature with reference to the case described in this paper. This paper presents the history and advances that have been made in the treatment of Fallot syndrome. Numerous details and dates are cited regarding the history of the treatment of the defect. Due to the vastness of the subject of tetralogy of Fallot, the article does not discuss contemporary treatments for the defect.
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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