MétaCan
Menu
← Back to cohort

Prevalence and Prognostic Value of BCL2 and MYC Protein Expression within ABC and GCB Subtypes in Patients with Previously Untreated, Diffuse Large B-Cell Lymphoma: Analysis from the Phase III MAIN Study

2015· article· en· W2574226053 on OpenAlexaff
Elizabeth A. Punnoose, Franklin Peale, Guiyuan Lei, Thomas Sandmann, Richard Bourgon, Edith Szafer‐Glusman, An Do, Randy D. Gascoyne, Gilles Salles, John F. Seymour, Marek Trněný, Laurie H. Sehn, Francesc Xavier Muñoz, Kirsten Mundt

Bibliographic record

VenueBlood · 2015
Typearticle
Languageen
FieldMedicine
TopicLymphoma Diagnosis and Treatment
Canadian institutionsUniversity of British ColumbiaBC Cancer Agency
Fundersnot available
KeywordsTissue microarrayDiffuse large B-cell lymphomaLymphomaOncologyMedicineclone (Java method)CHOPInternal medicineImmunohistochemistryPathologyCancer researchBiology

Abstract

fetched live from OpenAlex

Abstract Introduction . Diffuse large B-cell lymphoma (DLBCL) is the most common form of non-Hodgkin lymphoma (NHL). Although more than half of patients are cured with standard immunochemotherapy (R-CHOP) in first-line therapy, the disease relapses or is refractory to R-CHOP in ~40% of cases, with limited options for second-line treatment. Molecular characteristics, including Cell-of-Origin (COO), BCL2 expression and concomitant BCL2/MYC expression, contribute to differences in outcome for DLBCL patients (Alizadeh, Nature 2000, Iqbal Clin Cancer Res. 2011, Johnson JCO. 2012). Understanding these molecular risk factors is potentially of value to guide treatment decisions and optimize therapy. Here, we used assays validated for formalin-fixed, paraffin-embedded (FFPE) specimens to retrospectively assess the prevalence and prognostic value of BCL2 and MYC in patients from MAIN, a Phase III trial that evaluated bevacizumab plus R-CHOP in frontline, CD20-positive DLBCL (NCT00486759). This analysis will help assess markers relevant for risk assessment and may guide use of new investigational agents in DLBCL. Methods . Tissue microarrays (TMAs) from FFPE tumor samples were evaluated using immunohistochemistry (IHC) for BCL2 (clone 124 DAKO), and MYC (clone Y69 Epitomics). FFPE cell pellets from 26 NHL cell lines were also stained as above. BCL2 staining was scored on a 0-3 intensity scale; the BCL2 cutoff was determined by the expression level that conferred sensitivity (<1.0 µM EC50) to the BCL2 inhibitor venetoclax on the NHL cell lines. Samples were coded positive if ≥50% of tumor cells showed a cytoplasmic intensity score of 2+ or 3+. Samples were coded MYC-positive if ≥40% of tumor cells showed any level of MYC nuclear staining above background. Tumors positive for both BCL2 and MYC were classified as "Double-Positive" (DP). Fluorescence in situ hybridization for BCL2 rearrangements used the Vysis LSI BCL2/IGH probe. Gene expression was evaluated using the BioMark RT-qPCR platform (Fluidigm) on FFPE material. Classification of tumor samples into Activated B cell (ABC) or Germinal Center B-cell type (GCB) COO subtypes was determined by adapting the linear predictor score (Wright, PNAS 2003) to the Fluidigm qRT-PCR. Progression-free survival (PFS) was estimated using the Kaplan-Meier method, and hazard ratio (HR) was estimated using Cox models. Outcome between study arms did not differ, thus all patients were grouped for the assessment of prognostic biomarkers. Results . Baseline tissue samples were available from 230/787 (29%) patients from MAIN, with baseline characteristics and survival similar to the overall ITT population. TMAs were available for IHC evaluation in 184/230 (80%) samples, 88/184 (48%) of which were BCL2 positive. BCL2-positivity rates in various sub-sets were: 58% of IPI high, poor prognostic group vs. 41% of IPI low, good prognostic group, and 64% of ABC vs. 40% of GCB samples (Figure 1). BCL2 expression appeared to associate with adverse PFS in the GCB subtype (HR adjusted for IPI, 3.89; 95% CI: 1.30-11.68, Figure 2a) but not in the ABC subtype (HR adjusted for IPI: 0.81; 95% CI: 0.3-2.2, Figure 2b). BCL2 mRNA expression or BCL2 gene rearrangements by FISH showed no association with PFS. Thirty-two of 174 (18%) samples evaluated for MYC and BCL2 by IHC were DP (95% CI: 13%-25%). PFS was similar in non-DP and DP group (HR adjusted by IPI, 0.77; 95% CI: 0.40-1.48), but the DP group appeared to have inferior OS (HR adjusted by IPI, 0.45; 95% CI: 0.22-0.93). These data should be interpreted cautiously due to the small number of PFS/OS events. BCL2 IHC, BCL2 rearrangements and MYC IHC data were available for 40 ABC and 59 GCB samples. DP by IHC was observed in 10/40 (25%) ABC subtype and 10/59 (17%) GCB subtype samples. BCL2 translocations were observed in 6/40 (15%) of ABC, vs. 19/59 (32%) of GCB samples. Conclusions . Using validated assays developed for FFPE tissue testing, we determined the prevalence and prognostic value of BCL2 in a frontline DLBCL population enrolled in a clinical trial. BCL2 expression appeared to be higher in the poor prognostic groups (high IPI and ABC), and appeared to be an independent prognostic factor in the GCB subtype. BCL2 expression, DP and COO may identify patients with DLBCL who could benefit from BCL2 inhibition; the assays employed here are currently in use to evaluate BCL2 as a predictive biomarker for the BCL2 inhibitor venetoclax in lymphoma trials. Figure 2. Figure 2. Disclosures Punnoose: Genentech, Inc.: Employment. Off Label Use: This abstract reports on biomarker analyses using samples taken from previously untreated patients with DLBCL who received bevacizumab in combination with R-CHOP in the MAIN study. Peale:Roche: Equity Ownership; Genentech, Inc.: Employment. Lei:Roche: Employment. Sandmann:F. Hoffmann-La Roche AG: Employment, Equity Ownership. Bourgon:Roche: Equity Ownership; Genentech, Inc.: Employment. Szafer-Glusman:Genentech, Inc.: Employment. Do:Genentech, Inc.: Employment. Salles:Celgene Corporation; Roche: Speakers Bureau; Celgene Corporation; Roche and Gilead Sciences: Research Funding; Calistoga Pharmaceuticals, Inc.; Celgene Corporation; Genentech, Inc.; Janssen Pharmaceutica Products, L.P.; Roche: Consultancy. Seymour:Roche: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Other: Travel support, Research Funding; Celgene: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Other: Travel support, Speakers Bureau; Incyte: Honoraria, Membership on an entity's Board of Directors or advisory committees; Gilead: Honoraria, Membership on an entity's Board of Directors or advisory committees; Infinity: Honoraria, Membership on an entity's Board of Directors or advisory committees; Phebra: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; AbbVie: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Other: Travel support, Research Funding, Speakers Bureau; Genentech, Inc.: Membership on an entity's Board of Directors or advisory committees; Janssen: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding; Takeda: Honoraria, Membership on an entity's Board of Directors or advisory committees. Trneny:Roche: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding. Munoz:Roche: Employment, Equity Ownership. Mundt:Roche: 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 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)0.002
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.008
GPT teacher head0.229
Teacher spread0.221 · 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

Citations0
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueBlood→Same topicLymphoma Diagnosis and Treatment→French-language works237,207→