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Development of a proposed biosimilar product based on the demonstration of physicochemical, pharmacologic and clinical similarity to filgrastim.

2015· article· en· W4237577048 on OpenAlexaff
S. Brokx, Kalpna Desai, Sanyukta Kher, Tina Catalano, Devanshi Maharaja, Louise A. Scrocchi, Jason Dowd

Bibliographic record

VenueJournal of Clinical Oncology · 2015
Typearticle
Languageen
FieldImmunology and Microbiology
TopicBiosimilars and Bioanalytical Methods
Canadian institutionsApotex (Canada)
Fundersnot available
KeywordsFilgrastimBiosimilarMedicineClinical endpointPharmacologyClinical trialOncologyInternal medicineNeutropeniaChemotherapy

Abstract

fetched live from OpenAlex

e13528 Background: Biosimilar development involves extensive analytical testing to ensure comparability to the reference medicinal product to support the demonstration of similarity in terms of clinical efficacy and safety. We report physicochemical, functional and clinical characterization of the proposed biosimilar, Apo-Filgrastim to the reference product Neupogen. Methods: A variety of orthogonal methods was applied to analyze primary and higher order structures, purity, and biological activity. Methods included spectroscopic and chromatographic methods and a cell based potency assay. An extensive clinical program was also conducted. Three single-dose Phase I studies were performed with Apo-Filgrastim and Neupogen in healthy volunteers over a dose range of ~ 1- 5 µg/kg. A multiple-dose study at 5 µg/kg/day was also performed. Absolute Neutrophil Count (ANC) was the primary PD endpoint used as surrogate marker for efficacy. CD34+ count was assessed as a secondary efficacy measure under multiple dose conditions. A Phase III, non-comparative study was conducted in 120 breast cancer patients to assess efficacy, safety and immunogenicity of Apo-Filgrastim. Results: Apo-Filgrastim has the same primary and higher order structure as Neupogen as seen by peptide mapping and 2D-NMR. Purity of Apo-Filgrastim averaged 99.8%, vs. 99.7% for Neupogen, using RP-HPLC. Potency of Apo-Filgrastim was equivalent to Neupogen as demonstrated in a cell-based bioassay. Clinical results demonstrated PK similarity between Apo-Filgrastim and Neupogen, such that for all studies, the 90% CI of the primary PK endpoint parameters AUC and Cmax was contained within a pre-defined acceptance limit of 80-125%. PD similarity was also demonstrated with the 95% CI of primary ANC PD endpoint parameters AUC and Cmax falling within pre-defined limits of 80-125%. Clinical efficacy and patient safety data for Apo-Filgrastim were consistent with those reported for Neupogen. Conclusions: In vitro analysis demonstrated finger-print-like similarity, and the clinical program demonstrated that there are no clinically meaningful differences between Apo-Filgrastim and Neupogen.

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)0.012
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.392
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0120.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.276
GPT teacher head0.491
Teacher spread0.215 · 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.

Study designBench or experimental
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
Published2015
Admission routes1
Has abstractyes

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