MétaCan
Menu
Back to cohort

Obinutuzumab and Chlorambucil Versus Chlorambucil Monotherapy for Treatment of Previously Untreated Chronic Lymphocytic Leukemia Where Fludarabine-Based Chemotherapy Is Considered Inappropriate: A Canadian Cost-Utility Analysis

2014· article· en· W2979922329 on OpenAlexaffabout
Heather Cameron, Melissa Thompson, John-Paul Marino, M. Duong, Ursula Becker

Bibliographic record

VenueBlood · 2014
Typearticle
Languageen
FieldMedicine
TopicChronic Lymphocytic Leukemia Research
Canadian institutionsRoche (Canada)
Fundersnot available
KeywordsChlorambucilObinutuzumabFludarabineMedicineChronic lymphocytic leukemiaInternal medicineChemotherapyOncologyLeukemiaCyclophosphamide

Abstract

fetched live from OpenAlex

Abstract BACKGROUND: In Canada, treatment options are limited for patients with chronic lymphocytic leukemia (CLL) where fludarabine-based regimens are considered inappropriate. For these patients, chlorambucil monotherapy is considered a standard treatment option. Obinutuzumab is a novel recombinant humanized and glycoengineered Type II anti-CD20 monoclonal antibody of the IgG1 isotype. Clinical data demonstrate that first line therapy with obinutuzumab + chlorambucil can improve progression-free survival (PFS) compared with chlorambucil alone in CLL patients ineligible for fludarabine-based chemotherapy (29.9 vs. 11.1 months; HR 0.18 (95% CI [0.14; 0.24]), p<0.0001). (Goede et al., 2014; Roche. Data on file; May 2014). Obinutuzumab + chlorambucil also demonstrated an overall survival (OS) benefit versus chlorambucil alone (HR for death, 0.47; 95% CI, 0.29 to 0.76; P=0.0014). (Goede et al., 2014; Roche. Data on file; May 2014). We conducted a cost-effectiveness and cost-utility analysis of obinutuzumab + chlorambucil versus chlorambucil monotherapy from a Canadian healthcare perspective. METHODS: A Markov model was created to estimate the cost-utility of the treatment with obinutuzumab + chlorambucil versus chlorambucil monotherapy over a ten-year time horizon in previously untreated CLL patients ineligible for fludarabine-based chemotherapy. The model simulated patients moving through three health states: “progression-free”, “progression”, and “death”, with all patients beginning in the progression-free state. The progression-free state was divided into sub health states; progression-free with therapy, and progression-free without therapy. Each health state was associated with a utility value and direct medical costs. (Roche. Data on file; April 2014) Transition probabilities from the progression-free health state to the progression state were determined by PFS collected in the CLL11 trial for obinutuzumab + chlorambucil and chlorambucil monotherapy arms (Roche. Data on file; May 2014). Patients who experienced disease progression transitioned to the progression health state where they received second-line therapy and ongoing supportive care. Transition probabilities from the progression-free health state to death were determined based on the treatment specific death rates observed in CLL11. Due to the lack of mature OS data from CLL11 the transition probabilities from the progressed health state to death were determined based on data from the CLL5 trial (Eichhorst et al., 2009). Resource use and costs were estimated using Canadian sources ($CAD 2014), and both costs and outcomes were discounted at 5% annually. The stability of model results was tested using one-way and probabilistic sensitivity analyses. RESULTS: Treatment with obinutuzumab + chlorambucil produced more life years and quality adjusted life years (QALYs) than treatment with chlorambucil alone. The incremental cost was $35,330 for an incremental life years gain (LYG) of 1.038 and an incremental QALY gain of 0.975 (Table 1). These result in an incremental cost per LYG ratio of $34,028 and an incremental cost per QALY gained of $36,246. The results of one-way sensitivity analyses indicated that the model was robust to changes in model inputs, with the most impactful parameters being time horizon, assumptions regarding survival, treatment duration, and exclusion of second-line therapies. A probabilistic sensitivity analysis resulted in a mean ICER of $35,370, with obinutuzumab + chlorambucil having a 94.3% chance of being cost-effective at a willingness to pay threshold of $50,000/QALY, and a 100% chance of being cost-effective at a willingness to pay threshold of $100,000/QALY and $150,000/QALY. Abstract 1288. Table 1. Ten year cost-effectiveness results Treatment Total Costs Total LYs Total QALYs Incremental Costs Incremental LYs Incremental QALYs Cost per LYG Cost per QALY Chlorambucil $22,417 3.971 2.546 Obinutuzumab + Chlorambucil $57,747 5.009 3.521 $35,330 1.038 0.975 $34,028 $36,246 CONCLUSIONS: The results of this analysis demonstrated that improvements in PFS and OS with obinutuzumab + chlorambucil translate into longer term gains in LYs and QALYs. From a Canadian healthcare perspective, first line treatment of CLL patients ineligible for fludarabine based therapies with obinutuzumab + chlorambucil is cost-effective with a cost-utility ratio of $36,246/QALY. Disclosures Cameron: Cornerstone Research Group: Employment. Thompson:Cornerstone Research Group: Employment. Marino:2Hoffmann-La Roche Limited : Employment. Duong:2Hoffmann-La Roche Limited : Employment. Becker:Roche: Employment. Wiesner:4Genentech, Inc. A Member of the Roche Group: Employment.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.563
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
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 head0.028
GPT teacher head0.292
Teacher spread0.264 · 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 designRandomized trial
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
Published2014
Admission routes2
Has abstractyes

Explore more

Same venueBloodSame topicChronic Lymphocytic Leukemia ResearchFrench-language works237,207