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CHARACTERISTICS OF LUPUS PATIENTS WITH PROGRESSIVE MULTIFOCAL LEUKOENCEPHALOPATHY (PML)-LITERATURE REVIEW

2025· article· en· W4410513273 on OpenAlexvenueno aff
Ana Alwina Stan

Bibliographic record

VenueThe Journal of Rheumatology · 2025
Typearticle
Languageen
FieldMedicine
TopicPolyomavirus and related diseases
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineProgressive multifocal leukoencephalopathySystemic lupus erythematosusLeukoencephalopathyDermatologyLupus erythematosusPathologyImmunologyMultiple sclerosisDiseaseAntibody

Abstract

fetched live from OpenAlex

PV046 / #490 Poster Topic: AS05 - CNS Lupus Background/Purpose Progressive multifocal leukocencephalopathy (PML) is a potentially fatal degenerative condition caused by reactivation of the human polyomavirus 2 (John Cunningham-JC virus) in immunodeficient individuals. It has been observed in patients receiving Rituximab, but those treated with other immunosuppressants, such as systemic lupus erythematosus (SLE) patients, may be at risk as well. Methods A review of various online databases was conducted, with publications ranging from 1986 to 2024. 14 cases were selected for further analysis. Results Sex-12 female and 2 male; age-youngest 28 years, oldest 83 years. Initial SLE treatment: glucocorticoids (Prednisone, Prednisolone, IV Methylprednisolone)-all 14 patients; chloroquine/hydroxychloroquine (HCQ)-4/14; Mycophenolate mofetil (MMF)-6/14; Azathioprine (AZA)-5/14; IV Cyclophosphamide (CYC)-1/14; 6-mercaptopurin-1/14; Cyclosporin-2/14; Belimumab-2/14; anti interleukin 2 agent-1/14; Synachten-1/14; Dapsone-1/14; Plasmapheresis-1/14. Neurological symptoms: muscle weakness-5/14; hemiparesis-3/14; dysarthria-5/14; apraxia-3/14; gait disturbance-5/14; visual disturbances-4/14; cognitive disfunction-7/14; sensitive disfunction (anesthesia, hypoesthesia)-6/14; migraines-2/14. Comorbidities: lupus nephritis-2/14. Patients with SLE relapses: 4/14. Definitive diagnosis of PML-JC virus identification: cerebrospinal fluid (CSF)-6/14; brain biopsy-5/14; both-1/14; autopsy-2/14. PML management: stop all immunosuppresion-10/14; high dose IV Methylpred-nisolone-4/14; high dose iv Methylprednisolone+plasmapheresis-1/14; IV CYC-3/14; corticosteroids+AZA-1/14; immunoglobulins-1/14; Mefloquin-2/14; Cidofovir-2/14; Interferon-alpha-1/14; Levetiracetam-1/14; Mirtazapine-2/14; Citarabine-1/14; no treatment (advanced age)-2/14 Outcome: recovered with minimal deficits-3/14; recovered with sequelae-3/14; death-6/14; lost from monitoring-2/14PML management: stop all immunosuppresion-10/14; high dose IV Methylprednisolone-4/14; high dose iv Methylprednisolone+plasmapheresis-1/14; IV CYC-3/14; corticosteroids+AZA-1/14; immunoglobulins-1/14; Mefloquin-2/14; Cidofovir-2/14; Interferon-alpha-1/14; Levetiracetam-1/14; Mirtazapine-2/14; Citarabine-1/14; no treatment (advanced age)-2/14. Outcome: recovered with minimal deficits-3/14; recovered with sequelae-3/14; death-6/14; lost from monitoring-2/14. Conclusions There was correlation found between initial immunosuppression with MMF and subsequent stopping and better outcomes, as well as worse outcomes in patients that initially received AZA and those that afterwards received a combination of steroids and AZA or CYC. There was no correlation found between age and outcome. Although rare, PML must be taken into consideration in SLE patients presenting with neurological symptoms that don’t respond to conventional treatment.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.171
Threshold uncertainty score0.224

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.004
GPT teacher head0.250
Teacher spread0.246 · 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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