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Record W3177359439 · doi:10.1002/hon.50_2880

UNFAVORABLE GENETICS IMPACT MRD RESPONSE TO VENETOCLAX+RITUXIMAB RETREATMENT IN RELAPSED OR REFRACTORY CHRONIC LYMPHOCYTIC LEUKEMIA (R/R CLL): PHASE 3 MURANO SUBSTUDY

2021· article· en· W3177359439 on OpenAlexaff
Jane Wu, John F. Seymour, Barbara Eichhorst, Peter Hillmen, Thomas J. Kipps, A. W. Langerak, Carolyn Owen, Julie Dubois, Clemens Mellink, Anne-Marie Van Der Kevie-Kersemaekers, Brenda Chyla, Yanwen Jiang, Michelle Boyer, Maria Thadani‐Mulero, Marcus Lefebure, Arnon P. Kater

Bibliographic record

VenueHematological Oncology · 2021
Typearticle
Languageen
FieldMedicine
TopicChronic Lymphocytic Leukemia Research
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMedicineBendamustineVenetoclaxRituximabInternal medicineChronic lymphocytic leukemiaOncologyGastroenterologyMinimal residual diseaseclone (Java method)Refractory (planetary science)Progression-free survivalLeukemiaLymphomaChemotherapyGeneticsBiology

Abstract

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At the MURANO trial (NCT02005471) 5-yr update, median (95% CI) progression-free survival (PFS) was 54 (48–57) mo with venetoclax-rituximab (VenR) and 17 (15–22) mo with bendamustine-R (BR); 36% of pts on VenR and 63% on BR had received new anti-CLL therapy. A substudy from 2018 onward enrolled 34 R/R CLL pts with progressive disease (PD) after initial treatment (tx) to receive VenR as re-tx (n=25) or crossover from BR (n=9). We report on pts who had PD (median [range] PFS 46 [36–58] mo), required anti-CLL therapy, and were retreated with VenR. Molecular changes from the main study baseline (BL-1) to re-tx baseline (BL-2) were assessed, as were BL-2 genetic features and their association with minimal residual disease (MRD) response to VenR. Pts received Ven 400mg/d for 2 yrs and monthly R for the first 6 mo. Genomic complexity (GC; defined by copy number alterations [CNA]: 0–2 non-complex, 3–4 low, ≥5 high) was assessed by aCGH, chromosomal abnormalities by aCGH + FISH (high clone ≥20%, low clone 7–19%) and peripheral blood MRD by PCR and/or flow cytometry (undetectable [u]MRD threshold of <10-4). At data cutoff (Oct 13 2020), 25 pts were retreated with VenR; median (range) follow-up of 12 (3–21) mo and tx-free interval of 28 (12–38) mo. Unfavorable genetic characteristics were enriched from BL-1 to BL-2. At BL-2, 14/24 pts had del(17p) including 11 high clones: 3 newly acquired and 4 shifted from low to high. Median (range) CNA increased from 3 (1–6) at BL-1 to 4 (1–15) at BL-2 (P<0.05). 11/20 pts had GC (8 high GC) at BL-2 with either new chromosomal abnormalities or increased clone size in poor prognostic lesions (2p and 8q gain; 7q, 8p, 11q and 18p loss). Investigator-assessed objective response rate was 70% (14/20 evaluable pts; 50% [14/25] among ITT pts; 5 complete response, 9 partial response). Of 17 pts with MRD data at the re-tx end of combination tx (R-EOCT), 5 achieved uMRD and 12 were MRD+ (Figure). 16 pts had evaluable del(17p) results. Of 6 pts without del(17p) at BL-2, 4 attained uMRD at R-EOCT while all 10 with del(17p) at BL-2 were MRD+ at R-EOCT. Of these, 4/10 had new del(17p) from BL-1 or had evolved from low to high clone. GC status was available for 14 pts. Of 4 pts without GC at BL-2, 2 attained uMRD at R-EOCT. Of 10 pts with GC at BL-2, 8 were MRD+ and 2 had uMRD at R-EOCT; 5/10 had new or increased GC from BL-1. Of 10 pts with uMRD at main study EOCT, 4 re-attained uMRD at R-EOCT. Among the 6 unable to re-attain uMRD, 83% (5/6) had del(17p) at BL-2 (3 newly evolved from BL-1) vs 40% (2/5) at BL-1. EA – previously submitted to EHA 2021. The research was funded by: Venetoclax is being developed in collaboration between Genentech Inc. and AbbVie. Genentech Inc. and AbbVie provided financial support for the MURANO trial and participated in the design, study conduct, analysis and interpretation of data, as well as the writing, review, and approval of the abstract. Third-party editorial assistance, under the direction of Jenny Wu, was provided by Sinéad Holland of Ashfield MedComms, an Ashfield Health company, and was funded by F. Hoffmann-La Roche Ltd. Conflicts of interests pertinent to the abstract Employment or leadership position: Genentech Inc. / F. Hoffmann-La Roche Ltd Stock ownership: Genentech Inc. / F. Hoffmann-La Roche Ltd Consultant or advisory role Roche Honoraria: AbbVie, Astra Zeneca, Gilead, Jannsen, Mei Pharma, Nurix, Roche Research funding: AbbVie, Celgene, Jannsen, Roche Other remuneration: Speaker's bureau: AbbVie, Roche; Membership on an entity's Board of Directors or advisory committees: AbbVie, AstraZeneca, Roche Employment or leadership position: University Hospital of Cologne Consultant or advisory role Janssen, Roche, Novartis, AbbVie, Gilead, Celgene, ArQule, AstraZeneca, Oxford Biomedica (UK), BeiGene Employment or leadership position: Professor of Experimental Haematology, University of Leeds, Worsley Building, Leeds Consultant or advisory role Janssen, Pharmacyclics, Abbvie, Roche, Gilead, Apellis Honoraria: Janssen, Abbvie, AstraZeneca, Verastem, Apellis and Alexion, Pharmacyclics, BeiGene, Juno, Roche Research funding: Janssen, Pharmacyclics, Abbvie, Roche, Gilead, Apellis Other remuneration: Speaker's bureau: Abbvie, Janssen, Pharmacyclics, Gilead, Roche, AstraZeneca, Alexion, Juno/BMS, Apellis, BeiGene Employment or leadership position: University of California, San Diego Honoraria: Travel/ Honoraria 2019-2021: Pharmacyclics/Abbvie, Genentech, Janssen, Dava Oncology, iwNHL, TG Therapeutics, Celgene, Velosbio•Astra Zeneca, Loxo Oncology Research funding: National Cancer Institute/NIH, Breast Cancer Research Foundation, Oncternal Therapeutics, Inc., California Institute for Regenerative Medicine, Specialized Center of Research, Leukemia and Lymphoma Society Other remuneration: Cirmtuzumab was developed by T.J.K. in the T.J.K. laboratory and licensed by the University of California to Oncternal Therapeutics, Inc., which provided stock options and research funding to the T.J.K. laboratory. T.J.K. has received research funding and/or has served as an advisor to Oncternal, Pharmacyclics/Abbvie, Genentech, Janssen, Astra Zeneca, Pharmacyclics, and Velos Bio. Cirmtuzumab was developed by T.J.K.and licensed by the University of California to Oncternal Therapeutics, Inc., which has provided stock/options to the university and T.J.K Research funding: Roche-Genentech, Gilead Other remuneration: Speaker's bureau: Janssen Consultant or advisory role AbbVie, AstraZeneca, Janssen, Merck, Roche, Incyte, Novartis, Gilead Honoraria: AbbVie, Roche, Janssen, Astrazeneca, Merck, Servier, Novartis, Teva Research funding: Genentech, Roche Employment or leadership position: Amsterdam University Medical Centre Research funding: Genentech funding for microarray analysis Employment or leadership position: Amsterdam University Medical Centre Research funding: Genentech funding for microarray analysis Employment or leadership position: Abbvie Stock ownership: Abbvie Employment or leadership position: Genentech Stock ownership: Roche Employment or leadership position: Roche Stock ownership: Roche Employment or leadership position: Roche Products Limited Stock ownership: Roche Products Limited Employment or leadership position: Roche Stock ownership: Roche Employment or leadership position: Amsterdam University Medical Centers Consultant or advisory role Biogeneration, LAVA Honoraria: Celgene, Roche/Genentech, AstraZeneca, Janssen Research funding: Celgene, Roche/Genentech, AstraZeneca, Janssen

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)0.002
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.058
GPT teacher head0.427
Teacher spread0.369 · 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 designNon-randomized 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".

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Citations3
Published2021
Admission routes1
Has abstractyes

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