Rare & Orphan Lab · DeCure for X

DeCure for Panniculitis

DeCure's autonomous Rare AI scientist is researching a drug-repurposing hypothesis for panniculitis — 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 module1 genesLead labRare & Orphan
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Rare & OrphanDOID:1526$DeCureRare

The disease map

Disease modulePanniculitis 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 panniculitis 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

Panniculitis is inflammation of subcutaneous fat, classified histologically as septal or lobular, with or without vasculitis, and caused by infection, immune-mediated disorders, malignancy, drugs, enzyme deficiency, or trauma. A 2007 review notes that surgical biopsy of a fresh lesion is essential for correct histopathological diagnosis. In connective tissue disease, both specific and nonspecific panniculitis occur, and a 1983 paper states that microscopic studies of epidermis and dermis, immunofluorescent microscopy, and serologic testing may aid diagnosis; it also suggests that connective tissue panniculitis and focal lipoatrophy may be forms of immunoreactive panniculitis or connective tissue disease in which typical events of classic connective tissue disease have not occurred.

Panniculitis is a common histopathological feature of cutaneous leishmaniasis. A 2017 case series of 35 patients (18 women, 17 men, mean disease duration 3 months) found panniculitis in 16 cases (46%), appearing as diffuse lymphohistiocytic infiltration of both septum and lobules of the subcutaneous layer. The authors state that panniculitis in cutaneous leishmaniasis must be differentiated from other diseases such as chronic skin infections, discoid lupus erythematosus, and cutaneous lymphoma. In a separate 2018 case report, a 48-year-old man with new-onset diabetes and a mesenteric mass on CT compatible with mesenteric panniculitis later developed autoimmune diabetes confirmed by glutamic acid decarboxylase auto-antibodies; the authors note this is the first report correlating mesenteric panniculitis with autoimmune diabetes.

In advanced melanoma treated with BRAF and MEK inhibitors, panniculitis has been hypothesised to predict better survival, but a 2023 retrospective single-centre study of 10 patients who developed panniculitis matched to 26 controls found no significant association. Median progression-free survival for the panniculitis group was 10.5 months (range 7.0–undefined) versus 7.0 months (6.0–32.0) for controls (p=0.39). The prevalence of panniculitis was 5.3%. A systematic review of BRAF-inhibitor induced panniculitis, also from 2023, describes it as a mild cutaneous adverse reaction that may benefit from symptomatic management without targeted therapy cessation; the review notes that half of reported cases occur in the first month, that panniculitis usually affects only the lower limbs or is associated with fever or arthralgia, and that systemic corticosteroids have not been proven effective. Discontinuation of targeted therapy is not required as spontaneous remission is usually experienced.

What is still missing are prospective studies with adequate sample sizes to determine whether panniculitis in any specific disease context has prognostic or therapeutic significance. The 2023 melanoma study is small and retrospective; the 2017 leishmaniasis series is descriptive; the 1983 connective tissue disease paper offers no treatment data. No randomised trial has tested any intervention for panniculitis itself, and no biomarker stratifies patients by likelihood of response. Funding for such trials, standardised histopathological classification, and prospective collection of panniculitis incidence in drug-treated cohorts are all 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.

Archives of Dermatology · 1983 · 28 citations

Panniculitis in connective tissue disease

Abstract† Specific and nonspecific panniculitis occur in connective tissue diseases. Microscopic studies of the epidermis and dermis, immunofluorescent microscopy, and extensive serologic testing may aid in the diagnosis and classification of these unusual syndromes. Connective tissue panniculitis and focal lipoatrophy may be forms of immunoreactive panniculitis or connective tissue disease (or both) in which typical microscopic, serologic, or other events related to classic connective tissue disease have not occurred. (<i>Arch Dermatol</i>1983;119:336-344)

https://doi.org/10.1001/archderm.119.4.336
PubMed · 2017 · 11 citations

Panniculitis is a common unrecognized histopathological feature of cutaneous leishmaniasis.

AbstractBACKGROUND: Cutaneous leishmaniasis (CL) is a parasitic cutaneous infection caused by Leishmania parasite. The histopathology is usually granulomatous in nature. AIMS: The aim of the present study is to elucidate the histology of CL and evaluate the presence and the frequency of panniculitis among the affected patients. SETTINGS AND DESIGN: Case series interventional study. MATERIALS AND METHODS: Thirty-five patients with CL were diagnosed clinically between December-2012 and May-2013. Diagnostic confirmation established by smears, culture, and polymerase chain reaction (PCR). The histopathological assessment was carried out to study the general pathology and to look for the presence of panniculitis. STATISTICAL ANALYSIS USED: Simple statistics utilized via SPSS version 16.0 (SPSS, Inc., Chicago, USA). RESULTS: Eighteen women and 17 men with CL were enrolled in the present work with a mean duration of their disease was 3 months. The results of the diagnostic tests were as follow: The smear was positive in 21 (60%) of cases, Leishman-Donovan (LD) bodies were seen in 7 (20%) patients, culture was positive in 24 (68%), and PCR was positive in 32 (91.4%) patients. The epidermal changes included acanthosis, pseudoepitheliomatous hyperplasia, ulceration, focal spongiosis, and interface dermatitis while the dermal changes were dependent on the spectrum of the disease, so in the ulcerative lesions there was lymphohistiocytic infiltration with foci of plasma cells and sometimes aggregate of LD bodies, whereas in the dry lesions the pathology is mainly of epithelioid granuloma. Panniculitis was seen in 16 (46%) cases as a diffuse lymphohistiocytic infiltration of both the septum and lobules of the subcutaneous layer of the skin. CONCLUSION: Panniculitis is an important feature of CL that must be differentiated from other diseases that can simulate CL such as chronic skin infections, Discoid lupus erythematosus, and cutaneous lymphoma.

https://doi.org/10.4103/0377-4929.178216
European Journal of Dermatology · 2023 · 0 citations

Panniculitis does not predict clinical response in patients with advanced melanoma under targeted therapy

AbstractBACKGROUND: BRAF and MEK inhibitors have changed the landscape of treatment for advanced melanoma. Among their side effects, panniculitis has been hypothesized to be associated with better survival. OBJECTIVES: In this study, we aimed to explore the association between the occurrence of panniculitis during targeted therapy and outcome of metastatic melanoma. MATERIALS & METHODS: This was a retrospective single-centre comparative study from 2014 to 2019. An English literature review was also conducted to further our understanding of the mechanism(s) involved and identify characteristics of this association, in order to support better management. RESULTS: Ten patients who developed panniculitis during treatment were matched to 26 controls based on potential confounders at treatment introduction. The prevalence of panniculitis was 5.3%. Median progression-free survival (PFS) for all patients was 8.5 months (range: 3.0-94.0). The median PFS for the group with panniculitis was 10.5 months (7.0-undefined) and 7.0 months (6.0-32.0) for controls (p=0.39). According to the scientific literature, panniculitis occurring during targeted therapy affects mainly young people, predominantly women, with variable delay to onset (with half reported cases occurring in the first month). In addition, panniculitis usually only affects the lower limbs or is associated with other clinical signs (fever, arthralgia), without histological specificity. Discontinuation of targeted therapy is not required as spontaneous remission is usually experienced. Symptomatic treatment may be administered but systemic corticosteroids have not been proven to be effective. CONCLUSION: In contrast to the belief that there is a link between panniculitis and clinical response to targeted therapy according to the literature, our results show that there is no significant association between the two.

https://doi.org/10.1684/ejd.2023.4467
AACE Clinical Case Reports · 2018 · 0 citations · open access

Is Mesenteric Panniculitis a Sign for Autoimmune Diabetes in Adults?

AbstractOBJECTIVE: Mesenteric panniculitis (MP) and sclerosing mesenteritis is an umbrella term used to describe a rare, chronic, and frequently benign fibrosing inflammatory disease that affects the adipose tissue of the mesentery. The diagnosis is usually based on imaging (computed tomography [CT] or magnetic resonance imaging) findings and is confirmed by biopsy. We report the unusual case of a patient with MP with typical CT findings and diabetes mellitus (DM). METHODS: A 48-year-old male presented for symptomatic new onset DM. An abdominal CT scan revealed a well-defined mesenteric mass compatible with MP. The combination of insulin degludec and sitagliptin/metformin resulted in a decrease of HbA1c; however, this was followed by a subsequent gradual increase in HbA1c and positive glutamic acid decarboxylase auto-antibodies. RESULTS: The patient developed auto-immune DM that was confirmed by the presence of auto-antibodies. CONCLUSION: Panniculitis has been infrequently reported in patients with type 2 DM. This is the first report of a patient with MP correlated with auto-immune DM. The possible pathophysiologic mechanisms are discussed.

https://doi.org/10.4158/accr-2018-0239
Mendeley Data · 2023 · 0 citations · open access

Research letter: BRAF-inhibitor induced panniculitis- A systematic review Supplemental Material

AbstractTo identify the common clinicopathological characteristics and management of BRAF-inhibitor induced panniculitis (BiP) we performed a systematic review that summarizes the current literature reporting the development of BiP. BiP appears to be a mild cutaneous adverse reaction that may benefit from symptomatic management without targeted therapy cessation. The following supplemental materials include a figure representing the schematic overview of our systematic review and tables of search terms and data points collected from the included reports. Additional tables of summarized patient characteristics and histopathology results, individual patient demographics and clinical findings, and the references of the studies included in this review.

https://doi.org/10.17632/g8wrh8y3ws
Indian Journal of Rheumatology · 2007 · 0 citations · open access

Panniculitis

AbstractThe term panniculitis denotes inflammation of subcutaneous fat. Histologically panniculus is made up of fat cells, bounded by septa which harbour blood vessels. Panniculitis is classified as septal or lobular, with or without vasculitis. Surgical biopsy of a fresh lesion is essential for correct histopathological diagnosis. Panniculitis is caused by a variety of processes and conditions such as infection, immune-mediated disorders, malignancy, drugs, enzyme deficiency, trauma, etc. Present article discusses pathogenesis and classification of panniculitides and provides a short description of the common and/or important entities associated with panniculitis.

https://doi.org/10.1016/s0973-3698(10)60059-3

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.

DeCure is a research and publication project, not medical advice and not a treatment. "DeCure for X" describes a research goal, not a claim that a cure exists. Backing a cure is a contribution to fund the research — it is not an investment, and confers no yield, royalty, equity or IP ownership. Papers are published open-access by the DeCure.ai DAO.