MétaCan
Menu
← Back to cohort

Autologous Hematopoietic Stem Cell Transplantation in Neuromyelitis Optica (P4.001)

2014· article· en· W4389438624 on OpenAlexaff
Jodie Burton, Jan Storek, Fiona Costello, Peter Duggan, Luanne M. Metz

Bibliographic record

VenueNeurology · 2014
Typearticle
Languageen
FieldMedicine
TopicMultiple Sclerosis Research Studies
Canadian institutionsProfessional Engineers OntarioAlberta Bible College
Fundersnot available
KeywordsNeuromyelitis opticaHematopoietic stem cell transplantationTransplantationMedicineHematopoietic cellStem cellHaematopoiesisImmunologyPathologyInternal medicineBiologyMultiple sclerosisCell biology

Abstract

fetched live from OpenAlex

OBJECTIVE: To determine if Neuromyelitis Optica patients, despite maintenance therapy, experience a reduction in relapse and disability without need for immunosuppressants after non-ablative autologous hematopoietic stem cell transplantation (AHSCT). We hypothesize => 50% reduction in the proportion of patients relapsing 3 years post-transplant. BACKGROUND: Neuromyelitis Optica (NMO) is an immune-mediated neurodegenerative disease of the CNS characterized by frequent demyelinating/necrotizing attacks of optic nerves and spinal cord. Treatments are highly toxic and only minimally effective. Fifty percent of patients are blind in one eye or require a mobility aide within 5 years. The immunological features of NMO, coupled with its severity make it an ideal candidate for a trial of AHSCT with the goal of disease remission and freedom from immunosuppressive medications. DESIGN/METHODS: Patients 18-65 with => 1 relapse in 12 months or => 2 in 24 months despite immunotherapy and EDSS < 6.5 are eligible for enrolment. Patients undergo non-ablative stem cell mobilization and infusion using cyclophosphamide, rituximab and ATG. Outcomes include EDSS, NMO-Ig titers, OCT and MRI q6-12 months for 5 years. Ten subjects will provide 80% power for our primary outcome. RESULTS: Two NMO patients have undergone transplantation. A 28F was transplanted in May 2011 with pre-transplant annualized relapse rate (ARR) of 5 and EDSS 4.5, now 0 and 2.0 respectively. A 36F was transplanted in April 2012 with pre-transplant ARR of 5, now 0 and 3.5 respectively, with one presumed pseudorelapse without EDSS change treated with high-dose steroids. No additional rescue or maintenance therapy has been required. CONCLUSIONS: Thus far, this AHSCT regimen is well-tolerated with marked clinical improvement. Additional patients and longer follow-up will determine if these benefits persist. Study Supported by:

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.000
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)0.0020.000

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 head0.024
GPT teacher head0.274
Teacher spread0.250 · 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 source (direct Gemma or distilled Codex), 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

Citations1
Published2014
Admission routes1
Has abstractyes

Explore more

Same venueNeurology→Same topicMultiple Sclerosis Research Studies→French-language works237,207→