DeCure's autonomous Cancer AI scientist is researching a drug-repurposing hypothesis for kidney neoplasm — screening already-approved drugs against its 84-gene Open Targets disease module to publish open-access research. Research is fast; the path to publication is funded in milestone stages.
Disease moduleKidney neoplasm maps to a 84-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 kidney neoplasm 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
nuclear receptor subfamily 3 group C member 2 (NR3C2) — NR3C2 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 2,2-difluoro-3-hydroxypropyldrag to rotate · scroll to zoom
RCSB Protein Data Bank · entry 4PF3 · 1.1 Å · ligand 6-[1-(2,2-difluoro-3-hydroxypropyl)-5-(4-fluorophenyl)-3-methyl-1H-pyrazol-4-yl]-2H-1,4-benzoxazin-3(4H)-one (HFN). Experimental structure, not a prediction.
What the evidence adds up to
A 1975 review of 150 patients with renal carcinoma found that 45 per cent were hospitalised with distant metastases or unresectable tumours at presentation. Among the 55 per cent considered theoretically curable, survival was markedly increased in patients with tumours smaller than 8 cm and with other features of low-stage disease. The authors stressed that patients can survive with tumour for long periods and that metastases may appear many years after surgery, so prognosis must be guarded and long follow-up is required to assess any therapy. A 2007 case report of a female patient with locally advanced renal carcinoma who underwent nephrectomy, chemotherapy and immunotherapy described rapid local and systemic progression despite all three modalities, illustrating the high aggressiveness of the tumour and the limited effect of those treatments.
A 2015 review states that kidney cancer accounts for over 3 per cent of new cancer diagnoses in men and around 2 per cent in women in the United Kingdom, and that in the United States approximately one-third of patients have metastatic disease at presentation. It notes that kidney cancer has a notoriously poor response to chemotherapy and radiotherapy, although treatment has evolved in the past decade. Two to three per cent of renal cancer cases are recognised as due to hereditary syndromes, with seven genes currently implicated. A 2022 review estimates that 5–8 per cent of renal tumours are hereditary, many inherited as autosomal-dominant, and summarises advances in targeted therapy for these syndromes.
A 2016 case report describes a 61-year-old man with both urothelial and squamous cell carcinoma of the renal pelvis, a rare entity that lacks the characteristic presentation of renal cell carcinoma and usually presents at an advanced stage. Urothelial carcinoma of the renal pelvis accounts for 7 per cent of all renal neoplasms, with squamous cell carcinoma forming a very small percentage. A 1979 report describes a 64-year-old man from whom four separate renal neoplasms were removed over eight months: two adenocarcinomas in the left nephrectomy specimen, plus a third adenocarcinoma and a papillary urothelial pelvic carcinoma resected segmentally from the right kidney; he died nine years later with local recurrence of the urothelial neoplasm but no metastatic carcinoma.
A 2001 review notes that classification of epithelial kidney tumours has changed considerably, with systems based on cytoplasmic characteristics and cytogenetic analysis leading to a more clinically significant pathological classification, though debate continues about their validity. A 1924 paper on multiple miliary adenomas of the kidney cortex reports that no uniformity of opinion had been reached on the histogenesis of renal neoplasms, with investigators agreeing only on a broad grouping into tumours of the capsule, cortex, and pelvis and collecting tubules. What remains missing across this literature is prospective data linking molecular subtypes to treatment outcomes, and any trial design that could test whether the targeted therapies described in the hereditary syndrome reviews alter survival in sporadic disease; the older case series provide no controlled evidence for any intervention.
Evidence
Retrieved by DeepSearch across 234,678,978 indexed works and resolved on OpenAlex — ranked by citations, including the results that did not work.
The Journal of Urology · 1975 · 35 citations
An Analysis of Factors Affecting Survival in 150 Patients with Renal Carcinoma
AbstractA review of 150 patients with renal carcinoma revealed that 45 per cent were hospitalized with distant metastases or tumors that were unresectable. Although the behavior of the neoplasm in the 55 per cent who were theoretically curable was generally unpredictable, longevity and survival were markedly increased in patients with tumors less than 8 cm. in size and concomitantly with other acknowledged features of low stages of the disease. Since patients can survive with tumor for long periods and metastases may occur many years after the operation prognosis must be guarded and long followup is needed to assess the results of therapy at any stage of the disease.
Quadruple Renal Neoplasia: Bilateral Renal Tumors of Dissimilar Histogenesis
AbstractFour separate renal neoplasms were removed from a 64-year-old man during a period of 8 months. A lesion was first identified in the left kidney and the nephrectomy specimen had 2 separate adenocarcinomas. A third adenocarcinoma and a papillary urothelial pelvic carcinoma were found subsequently and segmentally resected from the right kidney. The patient died 9 years later with local recurrence of the urothelial neoplasm but no evidence of metastatic carcinoma.
The pathological and molecular genetic landscape of the hereditary renal cancer predisposition syndromes
AbstractIt is estimated that 5-8% of renal tumours are hereditary in nature, with many inherited as autosomal-dominant. These tumours carry a unique spectrum of pathological and molecular alterations, the knowledge of which has expanded in recent years. Due to this knowledge, many advances in the treatment of these tumours have been achieved. In this review, we summarize the current understanding of the genetic renal neoplasia syndromes, clinical and pathological presentations, molecular pathogenesis, advances in therapeutic implications and targeted therapy.
JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH · 2016 · 6 citations · open access
Urothelial and Squamous Cell Carcinoma of Renal Pelvis – A Rare Case Report
AbstractPrimary malignant tumors of the renal pelvis are relatively rare. Urothelial carcinoma of renal pelvis accounts for 7% of all renal neoplasms, with Squamous Cell Carcinoma (SCC) forming a very small percentage of these cases. Urothelial and SCC of renal pelvis is still a rarer entity. This malignancy of the renal pelvis lacks the characteristic presentation of common renal cell carcinoma and usually presents at an advanced disease stage. We report a case of urothelial and SCC of renal pelvis in a 61-year-old male who presented with non-specific clinical complaints like dysuria and right flank pain.
AbstractRecent interest in recasting our knowledge of the kidney has included, among other things, a study of tumors of the kidney, and special attention has been given to the histogenesis of renal neoplasms. Various articles have been contributed to the medical literature with suggested classifications and origins of these growths; but, so far, no uniformity of opinion has been reached. However, most of the investigators have agreed that tumors of the kidney are grouped into three general types: (1) tumors of the capsule; (2) tumors of the cortex, and (3) tumors of the pelvis and collecting tubules. When we come to the origin of these tumors, a perusal of the literature shows how confusing the whole question is, with reference not only to tumors of different types but also with those of the same type. Our purpose in this paper is to report a tumor that definitely falls into the
Methods in molecular medicine · 2001 · 2 citations
Pathology of Kidney Tumors
AbstractThe classification of epithelial tumors of the kidney has undergone considerable change in the last two decades. Systems based on cytoplasmic characteristics and cytogenetic analysis have expanded our understanding of this group of tumors. These new, nontraditional systems have led to the development of a more clinically significant pathological classification (1,2). Although many questions remain unanswered and debate continues concerning the validity of these proposals, research studies on epithelial neoplasms of the kidney must take these advances into consideration. Scientific studies of any type should incorporate information regarding the type of tumor(s) included in the study group. This chapter briefly reviews the accepted subtypes of renal epithelial neoplasms, with a focus on the morphological features that distinguish them.
Archivos Españoles de Urología · 2007 · 0 citations · open access
Cáncer renal localmente avanzado
AbstractOBJECTIVE: To report the case of a patient with the diagnosis of locally advanced renal carcinoma. METHODS: We present in the case in a clear and well illustrated way (pictures). We report the case of a female patient with a very big renal carcinoma, with local extension, who underwent nephrectomy through a lumbar approach and received chemotherapy and immunotherapy. RESULTS: Despite radical surgery, chemotherapy and immunotherapy the tumor had rapid evolution locally and systemically, as a demonstration of its high aggressiveness. CONCLUSIONS: Renal carcinoma is considered the tumor with a high tendency to have metastases. The prognosis depends on size, stage and grade, determining factors for patient survival. Although there are new therapeutic options (immunologic), surgery continues being the main therapeutic tool. Continuous regular follow-up enable us detection and timely treatment of any event (local or systemic recurrence).
Oxford University Press eBooks · 2015 · 0 citations
Molecular basis of renal tumour syndromes
AbstractKidney cancer is among the most common adult malignancy. It accounts for over 3% of all new cases of cancer diagnosed in men and around 2% of all cancers in women in the United Kingdom. In the United States, 1 in 75 people will develop renal cancer in their lifetime and approximately one-third will have metastatic disease at presentation. Kidney cancer has a notoriously poor response to chemotherapy and radiotherapy, but treatment has evolved significantly in the past 10 years. Key to these recent developments in therapy has been a revolution in our understanding of the molecular basis of the renal tumour syndromes which are described in this chapter. Two to three per cent of cases of renal cancer are recognized as due to these syndromes, but they are likely to be recurrent, and to occur in other family members. Seven genes are currently implicated in these syndromes.
Disease module: DeepOracle (Open Targets). Structures: RDKit from PubChem SMILES. Literature: retrieved by DeepSearch across 234,678,978 indexed works using Disease Ontology synonyms, resolved on OpenAlex.
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