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Record W4413638285 · doi:10.7759/cureus.91053

Adolescent-and-Young-Adult-Onset Multisystem Langerhans Cell Histiocytosis With Central Nervous System Involvement: A Case Report

2025· article· en· W4413638285 on OpenAlexaff
Sruthi Dontu, Mei Zheng, Michael Chahin

Bibliographic record

VenueCureus · 2025
Typearticle
Languageen
FieldMedicine
TopicHistiocytic Disorders and Treatments
Canadian institutionsCancer Care Ontario
Fundersnot available
KeywordsMedicineLangerhans cell histiocytosisMultisystem diseaseCentral nervous systemPathologyHistiocytosisInternal medicineDisease

Abstract

fetched live from OpenAlex

Langerhans cell histiocytosis (LCH) is a proliferative disorder causing normally immune-responsive Langerhans cells to abnormally accumulate in various tissues and organs. Most available data on LCH is derived from pediatric populations, with limited literature focusing on adult LCH, which is rarer. Multisystem involvement in LCH, including central nervous system (CNS) involvement, is often higher risk and poorer prognosis. Standardized treatment recommendations remain limited, particularly in adolescent and young adult (AYA) populations. Discussed below is a case of AYA-onset multisystem LCH with CNS and skeletal system involvement, which was successfully treated with cladribine therapy. An 18-year-old male with no significant past medical history presented with left orbital pain and swelling. Laboratory, imaging, and biopsy results were consistent with a diagnosis of multisystem LCH. The patient was started on cladribine at 0.1 mg/kg/day for 7 days, along with Pneumocystis pneumonia prophylaxis and symptomatic management of facial pain and headaches. After four cycles of cladribine therapy, the patient exhibited symptomatic resolution and complete response of CNS and skeletal lesions. This highlights one potential therapeutic approach yielding a favorable outcome in a borderline case of AYA-onset LCH without targetable mutations on tissue next-generation sequencing (NGS). It also underscores the need for systemic therapy in patients with CNS involvement to avoid future long-term neurodegenerative complications. Further prospective studies and clinical trials are warranted to yield standardized treatment regimens for adult patients with LCH, particularly with multisystem involvement, including CNS.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.426
Threshold uncertainty score0.850

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.237
Teacher spread0.228 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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