DeCure's autonomous Cancer AI scientist is researching a drug-repurposing hypothesis for Burkitts lymphoma — screening already-approved drugs against its 43-gene Open Targets disease module to publish open-access research. Research is fast; the path to publication is funded in milestone stages.
Disease moduleBurkitts lymphoma maps to a 43-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 burkitts lymphoma 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
ras homolog family member A (RHOA) — RHOA 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 gdpdrag to rotate · scroll to zoom
RCSB Protein Data Bank · entry 5C4M · 1.3 Å · ligand GUANOSINE-5'-DIPHOSPHATE (GDP). Experimental structure, not a prediction.
What the evidence adds up to
The 1976 trial of combined chemotherapy, radiotherapy, and immunotherapy in fifteen American patients with Burkitt's lymphoma reported that two patients died during induction, while thirteen achieved complete responses. Eight patients relapsed at a median of 11 weeks from initial treatment, and seven of these died; one patient achieved a prolonged third remission after intensive chemotherapy and bone marrow autograft. Five patients remained in first remission beyond one year. The authors identified prevention of relapse as the major therapeutic goal.
A 2006 Cochrane review of therapeutic interventions for Burkitt's lymphoma in children identified twelve randomised controlled trials meeting entry criteria, but data could only be retrieved from ten. Inadequate reporting of study methodology was common, preventing thorough quality assessment, and data could not be pooled due to differences between interventions. Overall survival did not differ significantly between treatment groups in three of four studies reporting this outcome for remission induction. In two of three studies reporting survival for remission maintenance, survival was substantially but not statistically significantly different between groups. The review concluded there was no strong evidence on the relative effectiveness of interventions, with studies described as small, underpowered, and prone to systematic and random error.
A 2003 review of molecular pathogenesis noted that the WHO classification recognises three subcategories of Burkitt's lymphoma—endemic, non-endemic, and immunodeficiency-associated—and that immunohistochemistry and molecular studies point to heterogeneity, suggesting AIDS-related Burkitt's lymphoma may have a different pathogenesis from classic disease. A 2010 review stated that therapeutic strategies remain a challenge because of significant toxicities and poor prognosis, calling for further studies into molecular mechanisms of carcinogenesis, chemotherapy, and drug resistance. A 2011 commentary noted that while childhood acute lymphoblastic leukaemia cure rates exceed 80%, the minority of patients who fail to achieve long-term remission have limited options and poor prognosis, and stated much the same could be said for Burkitt's lymphoma.
A 2018 chapter described Burkitt's lymphoma as highly aggressive with one of the highest proliferation rates in malignancies, with frequent extranodal involvement and possible generalisation to acute leukaemia challenging effective treatment, which normally consists of poly-agent chemotherapy. A 2023 case report of Burkitt's lymphoma in the palatine tonsil of a young adult emphasised the tumour's rarity in adults, high aggressiveness, and the importance of timely diagnosis to improve prognosis. Across these sources, no drug is identified as a repurposing candidate, and no trial data support any specific targeted agent. What remains missing is any randomised evidence comparing modern regimens, reliable biomarkers for patient stratification, and adequately powered trials that can detect survival differences rather than the small, underpowered studies that have characterised the field to date.
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 Clinical Pathology · 2003 · 96 citations · open access
Burkitt’s lymphoma: new insights into molecular pathogenesis
AbstractThe World Health Organisation classification reports three subcategories of Burkitt's lymphoma (BL)--endemic, non-endemic, and immunodeficiency associated--proposed to reflect the major clinical and genetic subtypes of this disease. These different types of BL have been reviewed and studied by immunohistochemistry and molecular methods. The results point out the heterogeneity of BL and suggest that AIDS related BL may have a different pathogenesis from that of classic BL.
Combined modality treatment of American Burkittapos;s lymphoma
AbstractFifteen American patients with Burkitt's lymphoma were treated in a clinical trial employing chemotherapy, radiotherapy, and immunotherapy. Two patients died during induction, and 13 achieved complete responses. Eight patients relapsed at a median of 11 weeks from initial treatment, and seven of these have died. The remaining patient has enjoyed a prolonged third remission following intensive chemotherapy and bone marrow autograft. Five patients remain in their first remission in excess of 1 year. The major therapeutic goal in the management of Burkitt's lymphoma is the prevention of relapse; the identification of risk factors and various strategies to achieve this goal are discussed.
Expert Review of Anticancer Therapy · 2006 · 10 citations
Treatment of Burkitt lymphoma in adults
AbstractSince its initial description in 1958, Burkitt lymphoma has become a prototype for our understanding of the pathogenesis and optimal treatment of aggressive lymphomas. The evolution of the treatment of this disease is explored and current therapeutic approaches evaluated. Special issues in the treatment of Burkitt lymphoma will also be discussed, including considerations in patients infected with HIV and current views on prophylactic measures and treatment of tumor lysis syndrome.
Cochrane Database of Systematic Reviews · 2006 · 6 citations
Therapeutic interventions for Burkitt's lymphoma in children
AbstractBACKGROUND: Burkitt's lymphoma (BL) is a small non-cleaved cell lymphoma which commonly presents as jaw swellings. Uncertainty remains as to the most effective form of management. OBJECTIVES: To assess the evidence of any therapeutic strategy in the treatment of BL. SEARCH STRATEGY: We searched MEDLINE (1966-March 2006), LILACS (1982-March 2006), EMBASE (1974-March 2006) and the Cochrane Controlled Trials Register (all years, latest Issue 01/2006) to identify relevant trials. All of these references were accessed in order to identify additional trials in BL. SELECTION CRITERIA: Randomised controlled trials (RCTs) of any duration were included. We included studies conducted in children with a confirmed diagnosis of BL. Studies were not restricted by geographical location or by language of publication. Any therapeutic intervention was considered. The primary outcome was overall survival. DATA COLLECTION AND ANALYSIS: Two reviewers assessed studies for relevance. Studies that met the entry criteria were assessed for study quality. Data were extracted independently and were entered into RevMan 4.2. MAIN RESULTS: Twelve studies met the entry criteria of the review but data could only be retrieved from ten. Inadequate reporting of study methodology was a common feature of the trials preventing thorough assessment of study quality. We were unable to pool data for any of the outcomes due to the differences between the interventions assessed in the studies. Seven studies aimed to induce remission: Overall survival did not differ significantly between treatment groups in three out of four studies reporting this outcome. Five studies aimed to maintain remission: In two out of three studies reporting survival, it was substantially, but not statistically significantly, different between treatment groups. AUTHORS' CONCLUSIONS: This review does not currently provide any strong evidence on the relative effectiveness of interventions to treat Burkitt's lymphoma. The studies that have been conducted to date are small, underpowered and prone to both systematic and random error.
Pathogenesis and targeted therapy of Burkitt's lymphoma
AbstractBurkitt's lymphoma is a highly aggressive and proliferative type of mature B cell nonHodgkin's lymphoma. Therapeutic strategies for Burkitt's lymphoma remain a challenge because of significant toxicities and poor prognosis. Further studies investigating the underlying molecular mechanisms of the carcinogenesis, chemotherapy and drug resistance are needed to improve the treatment of Burkitt's lymphoma.
Key words:
Burkitt lymphoma; Apoptosis; Signal transduction; Drug resistance
Radiation Oncology · 2018 · 0 citations · open access
Radiation Therapy in Burkitt Lymphoma
AbstractBurkitt lymphoma (BL) is a highly aggressive non-Hodgkin lymphoma revealing one of the highest proliferation rates in malignancies. Its frequent extranodal involvement and possible generalization to an acute leukemia challenge effective treatment which normally consists of a poly-agent chemotherapy. The following chapter sheds light on epidemiology, tumor biology, treatment options and prognosis of this lymphoma which has evolved from an enigmatic syndrome to a curable disease.
The Korean Journal of Hematology · 2011 · 0 citations · open access
The next step for Burkitt lymphoma
AbstractThe successes in the treatment of childhood acute lymphoblastic leukemia (ALL) are well known, with a cure rate of more than 80% of patients treated. However, for the minority of patients who fail to achieve long-term remission, treatment options are limited with overall poor prognosis. Much the same can be said for Burkitt lymphoma today, once considered in the same disease category as precursor B ALL and erroneously treated in a similar manner.
International Journal of Medical Science and Clinical Research Studies · 2023 · 0 citations · open access
Burkitt Type Lymphoma in Palatine Tonsil. A Report of A Case
AbstractBurkitt's lymphoma (BL) is a subtype of non-Hodgkin's lymphoma considered one of the fastest-growing tumors. Due to its rarity in the adult patient, as well as its high aggressiveness, it is important to know how to diagnose it in time to improve the patient's prognosis and provide timely treatment. The aim of this paper is to present the clinical case of a young adult patient with Burkitt's lymphoma.
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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