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Record W4367303899 · doi:10.1212/wnl.0000000000202006

Natalizumab Extended Interval Dosing (EID) is Associated with a Reduced Risk of Progressive Multifocal Leukoencephalopathy (PML) Compared with Every-4-Week (Q4W) Dosing: Updated Analysis of the TOUCH® Prescribing Program Database (P14-3.011)

2023· article· en· W4367303899 on OpenAlexaboutno aff
Lana Zhovtis Ryerson, John Foley, Ilya Kister, Gary Cutter, Ryan R. Metzger, Judith D. Goldberg, Xiaochun Li, Evan L. Riddle, Karen Smirnakis, Liesel DSilva, Susie Sinks, Nolan Campbell, Tyler Lasky, Karthik Bodhinathan

Bibliographic record

VenueNeurology · 2023
Typearticle
Languageen
FieldMedicine
TopicPolyomavirus and related diseases
Canadian institutionsnot available
Fundersnot available
KeywordsDosingNatalizumabProgressive multifocal leukoencephalopathyMedicineInterval (graph theory)DatabasePharmacologyComputer scienceMultiple sclerosisImmunologyMathematics

Abstract

fetched live from OpenAlex

<h3>Objective:</h3> To update the assessment of PML risk with natalizumab EID in comparison with Q4W dosing using TOUCH data as of June 30, 2022. <h3>Background:</h3> Natalizumab treatment is associated with PML risk. Previous analyses of TOUCH data have demonstrated that natalizumab EID is associated with significantly lower PML risk than Q4W dosing in anti–JC virus (JCV) antibody-positive patients with multiple sclerosis. <h3>Design/Methods:</h3> TOUCH data were used to estimate PML risk for EID compared with Q4W dosing in anti-JCV antibody-positive patients using 3 pre specified analyses: primary (EID defined by the last 18 months of treatment), secondary (EID defined as any prolonged period of EID at any time during treatment), and tertiary (EID defined as a dosing history consisting primarily of EID). Hazard ratios (HRs) of PML with EID versus Q4W dosing were estimated using adjusted Cox regression models. <h3>Results:</h3> Compared with the previous analyses, patient numbers increased for all 3 analyses (EID: 9.9%–16.6%; Q4W: 2.2%–3.4%). For all analyses (EID vs Q4W), the mean number of natalizumab infusions (primary: 64.9 vs 56.4; secondary: 61.9 vs 39.8; tertiary: 41.9 vs 41.6), mean treatment duration (in months: primary, 74.5 vs 55.0; secondary, 68.3 vs 38.2; tertiary, 55.9 vs 41.2), and mean dosing interval (in days: primary, 36.5 vs 30.1; secondary, 35.4 vs 29.9; tertiary, 42.5 vs 30.8) were numerically greater with EID than Q4W dosing. All 3 analyses showed reduced risks of PML with EID vs Q4W (primary: 86% [HR=0.139 (95% confidence interval [CI], 0.066–0.294), <i>P</i>&lt;0.0001]; secondary: 80% [HR=0.202 (0.113–0.361), <i>P</i>&lt;0.0001]; tertiary: 96% [HR=0.040 (0.007–0.218)], <i>P</i>=0.0002). <h3>Conclusions:</h3> These results are consistent with all previous annual analyses of TOUCH patient data and demonstrate that natalizumab EID is associated with significantly lower PML risk than Q4W dosing. Continued follow-up will further quantify the amount of risk reduction with EID. <b>Disclosure:</b> Dr. Zhovtis Ryerson has received personal compensation in the range of $5,000-$9,999 for serving as a Consultant for Biogen. Dr. Zhovtis Ryerson has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Novartis. Dr. Zhovtis Ryerson has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Genentech. Dr. Zhovtis Ryerson has received personal compensation in the range of $5,000-$9,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Biogen. Dr. Zhovtis Ryerson has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Genentech. Dr. Zhovtis Ryerson has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Novartis. The institution of Dr. Zhovtis Ryerson has received research support from Biogen. The institution of Dr. Zhovtis Ryerson has received research support from Genentech. The institution of Dr. Foley has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Octave. Dr. Foley has received personal compensation in the range of $5,000-$9,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Biogen. The institution of Dr. Foley has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for TG Therapeutics . The institution of Dr. Foley has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Horizon Therapeutics. The institution of Dr. Foley has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Sandoz. Dr. Foley has received personal compensation in the range of $10,000-$49,999 for serving on a Speakers Bureau for Biogen. Dr. Foley has stock in InterPRO Bioscience. The institution of Dr. Foley has received research support from Biogen. The institution of Dr. Foley has received research support from Novartis. The institution of Dr. Foley has received research support from Octave. The institution of Dr. Foley has received research support from Genentech. The institution of Dr. Foley has received research support from Imstem. The institution of Dr. Foley has received research support from Aegir. Dr. Kister has received personal compensation in the range of $5,000-$9,999 for serving as a Consultant for Genentech-Roche. The institution of Dr. Kister has received research support from Genentech. Dr. Kister has received publishing royalties from a publication relating to health care. Dr. Cutter has received personal compensation in the range of $5,000-$9,999 for serving as a Consultant for Biodelivery Sciences International, Biogen, Click Therapeutics, Genzyme, Genentech, GW Pharmaceuticals, Immunic, Klein-Buendel Incorporated, Medimmune/Viela Bio, Medday, Merck/Serono, Neurogenesis LTD, Novartis, Osmotica Pharmaceuticals, Perception Neurosciences, Recursion/Cerexis Pharmaceuticals, Regeneron, Reckover Pharmaceuticals, Roche, TG Therapeutics.. Dr. Cutter has received personal compensation in the range of $5,000-$9,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Applied Therapeutics, AI therapeutics, AMO Pharma, Astra-Zeneca, Avexis Pharmaceuticals, Biolinerx, Brainstorm Cell Therapeutics, Bristol Meyers Squibb/Celgene, CSL Behring, Galmed Pharmaceuticals, Green Valley Pharma, Horizon Pharmaceuticals, Immunic, Karuna Therapeutics, Mapi Pharmaceuticals LTD, Merck, Mitsubishi Tanabe Pharma Holdings, Opko Biologics,Prothena Biosciences, Novartis, Regeneron, Sanofi-Aventis, Reata Pharmaceuticals, NHLBI (Protocol Review Committee), University of Texas Southwestern, University of Pennsylvania, Visioneering Technologies, Inc.. Dr. Cutter has received personal compensation in the range of $500-$4,999 for serving as an Editor, Associate Editor, or Editorial Advisory Board Member for JASN. An immediate family member of Dr. Metzger has received personal compensation for serving as an employee of Ascendis. Dr. Metzger has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for Interpro Bioscience. An immediate family member of Dr. Metzger has stock in Ascendis. An immediate family member of Dr. Metzger has stock in Biogen. An immediate family member of Dr. Metzger has stock in Rhythm. The institution of Judith Goldberg has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for Amarin. The institution of Judith Goldberg has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for Asieris. Judith Goldberg has received personal compensation in the range of $10,000-$49,999 for serving as an officer or member of the Board of Directors for Statistical Science and Technology Associates, Inc.. Xiaochun Li has nothing to disclose. Dr. Riddle has received personal compensation for serving as an employee of Biogen. Dr. Riddle has received stock or an ownership interest from Biogen. Karen Smirnakis has received personal compensation for serving as an employee of Biogen. Karen Smirnakis has received stock or an ownership interest from Biogen. Dr. DSILVA has received stock or an ownership interest from BIOGEN. Mrs. Sinks has received personal compensation for serving as an employee of Biogen . Nolan Campbell has received personal compensation for serving as an employee of Biogen. Nolan Campbell has stock in Biogen. Tyler Lasky has received personal compensation for serving as an employee of Biogen. Tyler Lasky has stock in Biogen. Karthik Bodhinathan has nothing to disclose.

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 score0.135
Threshold uncertainty score0.965

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.003
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.026
GPT teacher head0.288
Teacher spread0.262 · 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

Citations3
Published2023
Admission routes1
Has abstractyes

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