Molecular Subtyping of Diffuse Large B-Cell Lymphoma Using a Novel Quantitative RT-PCR Assay

J Mol Diagn. 2021 Mar;23(3):323-340. doi: 10.1016/j.jmoldx.2020.11.013. Epub 2020 Dec 29.

Abstract

Diffuse large B-cell lymphoma (DLBCL) is a heterogeneous disease. Cell-of-origin classification in DLBCL has identified activated B cell (ABC) and germinal center B cell (GCB) as two major subtypes. Patients with the ABC subtype show reduced overall survival with standard therapies. Development of a quantitative RT-PCR-based lymphoma cell-of-origin (LCOO) assay to determine ABC, GCB, and unclassifiable subtypes in formalin-fixed, paraffin-embedded tissue (FFPET) DLBCL samples is reported. The LCOO classifier was trained on two DLBCL cohorts with validation performed by using an analytical grade assay in an independent cohort of 60 FFPET DLBCL samples. In the validation cohort, LCOO classification was 88.1%, 84.7%, and 84.7% concordant with microarray, immunohistochemistry (Hans classification), and Lymphoma Subtyping Test, respectively. Importantly, LCOO and Lymphoma Subtyping Test assays commonly assigned subtypes in 17 (94.4%) of 18 ABC samples and 34 (89.5%) of 38 GCB DLBCL samples from this cohort. Progression-free survival and overall survival of ABC and GCB subtypes, as classified by all platforms, were not significantly different in the validation cohort. LCOO classification using publicly available microarray gene expression from two independent data sets (414 fresh frozen and 474 FFPET DLBCL biopsies) revealed a significantly worse outcome for the ABC subtype compared with that of the GCB subtype. Thus, a sensitive, reproducible, LCOO assay developed on an easy to standardize quantitative RT-PCR platform may be an important clinical tool for DLBCL cell-of-origin classification.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Aged, 80 and over
  • Antineoplastic Combined Chemotherapy Protocols / adverse effects
  • Antineoplastic Combined Chemotherapy Protocols / therapeutic use
  • Biomarkers, Tumor*
  • Computational Biology / methods
  • Cyclophosphamide / adverse effects
  • Cyclophosphamide / therapeutic use
  • Doxorubicin / adverse effects
  • Doxorubicin / therapeutic use
  • Female
  • Gene Expression Profiling
  • Genetic Testing* / methods
  • Genetic Testing* / standards
  • Humans
  • Immunohistochemistry
  • Lymphoma, Large B-Cell, Diffuse / diagnosis*
  • Lymphoma, Large B-Cell, Diffuse / genetics*
  • Lymphoma, Large B-Cell, Diffuse / mortality
  • Lymphoma, Large B-Cell, Diffuse / therapy
  • Male
  • Middle Aged
  • Prednisone / adverse effects
  • Prednisone / therapeutic use
  • Prognosis
  • Real-Time Polymerase Chain Reaction* / methods
  • Real-Time Polymerase Chain Reaction* / standards
  • Reproducibility of Results
  • Rituximab / adverse effects
  • Rituximab / therapeutic use
  • Transcriptome
  • Treatment Outcome
  • Vincristine / adverse effects
  • Vincristine / therapeutic use

Substances

  • Biomarkers, Tumor
  • R-CHOP protocol
  • Rituximab
  • Vincristine
  • Doxorubicin
  • Cyclophosphamide
  • Prednisone