Dataset: Molecular classification of mature aggressive B cell lymphoma using digital multiplexed gene expression on formalin-fixed paraffin-embedded biopsy specimens [Affymetrix]
The most frequent mature aggressive B-cell lymphomas are diffuse large B-cell lymphoma (DLBCL) and Burkitt lymphoma (BL). Patients...
The most frequent mature aggressive B-cell lymphomas are diffuse large B-cell lymphoma (DLBCL) and Burkitt lymphoma (BL). Patients suffering from molecularly defined BL (mBL) but treated with a regimen developed for DLBCL show an unfavorable outcome compared to mBL treated with chemotherapy regimens for BL. Distinguishing BL from DLBCL by conventional histopathology is challenging in lymphomas that have features common to both diseases (aggressive B-cell lymphoma unclassifiable with features of DLBCL and BL [intermediates]). Moreover, DLBCL are a heterogeneous group of lymphomas comprising distinct molecular subtypes: the activated B-cell (ABC)-like, the germinal center B-cell-like (GCB) and the unclassifyable subtype as defined by gene expression profiling (GEP). Attempts to replace GEP with techniques applicable to formalin-fixed paraffin-embedded (FFPE) tissue led to algorithms for immunohistochemical stainings (IHS). Disappointingly, the algorithms yielded conflicting results with respect to their prognostic potential, raising concerns about their validity. Furthermore, IHS algorithms did not provide a fully resolved classification: They did not identify mBL; nor did they separate ABC from unclassified DLBCL. We used digital multiplexed gene expression (DMGE) with FFPE derived RNA to classify agressive B-cell lymphomas. Our assay comprised only 30 genes (10 for the detection of mBL and 20 for the detection of ABC and GCB). We chose these genes by reanalysis of the microarray data reported in a previous study. 39 samples from mature aggressive B-cell lymphomas were analyzed using DMGE (nCounter, NanoString Technologies Inc., Seattle, WA, USA) of FFPE- and fresh-frozen derived RNA. All cases were previously characterized by the Molecular Mechanisms of Malignant Lymphoma (MMML) consortium using the Affymetrix GeneChip technology (gold standard of classification). 29 diffuse large B-Cell lymphoma samples were hybridized to HGU133A Affymetrix GeneChips. In addition, this study contains 22 already published samples whereas 11 of them contribute to GSE22470, 6 contribute to GSE10172, 3 to GSE44164 and 2 to GSE4475. No re-normalisation of published samples was performed. The dataset representing: (1) 11 samples from GSE22470, (2) 6 samples from GSE10172, (3) 3 samples from GSE44164 and (4) 2 samples from GSE4475 is linked below as a supplementary file.
- Species:
- human
- Samples:
- 43
- Source:
- E-GEOD-48097
- PubMed:
- 24030260
- Updated:
- Dec.12, 2014
- Registered:
- Jun.18, 2014
Sample | TRAINING.TEST | MOLECULAR DIAGNOSIS | ORGANISM PART | AGE | HIT.STATUS | IRF4.STATUS | SEX | DLBCL MOLECULAR SUBTYPE | IRF4.PROBABILITY | BCL6.BREAK | MOLECULAR.DIAGNOSIS | GCB.ABC.SIGNATURE |
---|---|---|---|---|---|---|---|---|---|---|---|---|
GSM1168464 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | unclassified | not specified | not specified | not specified | not specified |
GSM1168464 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | unclassified | not specified | not specified | not specified | not specified |
GSM1168462 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168462 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168460 | not specified | mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168460 | not specified | mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168458 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | activated B-cell (ABC)-like | not specified | not specified | not specified | not specified |
GSM1168462 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168462 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168462 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168458 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | activated B-cell (ABC)-like | not specified | not specified | not specified | not specified |
GSM1168458 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | activated B-cell (ABC)-like | not specified | not specified | not specified | not specified |
GSM1168464 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | unclassified | not specified | not specified | not specified | not specified |
GSM1168464 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | unclassified | not specified | not specified | not specified | not specified |
GSM1168450 | not specified | intermediate | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168458 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | activated B-cell (ABC)-like | not specified | not specified | not specified | not specified |
GSM1168450 | not specified | intermediate | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168450 | not specified | intermediate | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168446 | not specified | intermediate | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | unclassified | not specified | not specified | not specified | not specified |
GSM1168464 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | unclassified | not specified | not specified | not specified | not specified |
GSM1168462 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168464 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | unclassified | not specified | not specified | not specified | not specified |
GSM1168464 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | unclassified | not specified | not specified | not specified | not specified |
GSM1168464 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | unclassified | not specified | not specified | not specified | not specified |
GSM1168460 | not specified | mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168460 | not specified | mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168450 | not specified | intermediate | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168460 | not specified | mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1168462 | not specified | non-mBL | diffuse large B-cell lymphoma | not specified | not specified | not specified | not specified | germinal center B-cell-like (GCB) | not specified | not specified | not specified | not specified |
GSM1079857 | not specified | not specified | non-Burkitt diffuse large B-cell lymphoma | 70 | triple | not specified | male | not specified | not specified | pos | intermediate | GCB |
GSM1079856 | not specified | not specified | non-Burkitt diffuse large B-cell lymphoma | 68 | double | not specified | female | not specified | not specified | neg | intermediate | GCB |
GSM1079843 | not specified | not specified | non-Burkitt diffuse large B-cell lymphoma | 51 | double | not specified | male | not specified | not specified | neg | intermediate | GCB |
GSM558388 | Test | not specified | not specified | 64 | not specified | FISH data not available | male | not specified | 0.06 | not specified | non-mBL | ABC |
GSM558387 | Test | not specified | not specified | 81 | not specified | FISH data not available | female | not specified | 0.01 | not specified | non-mBL | ABC |
GSM558386 | Test | not specified | not specified | 69 | not specified | FISH data not available | female | not specified | 0.01 | not specified | non-mBL | unclassified |
GSM558377 | Test | not specified | not specified | 78 | not specified | FISH data not available | female | not specified | 0 | not specified | non-mBL | ABC |
GSM558368 | Test | not specified | not specified | 56 | not specified | FISH data not available | male | not specified | 0 | not specified | non-mBL | ABC |
GSM558355 | Test | not specified | not specified | 53 | not specified | FISH data not available | female | not specified | 0.03 | not specified | non-mBL | ABC |
GSM558348 | Test | not specified | not specified | 76 | not specified | FISH data not available | female | not specified | 0.03 | not specified | intermediate | GCB |
GSM558335 | Test | not specified | not specified | 81 | not specified | FISH data not available | female | not specified | 0.01 | not specified | non-mBL | GCB |
GSM558319 | Test | not specified | not specified | 50 | not specified | FISH data not available | female | not specified | 0.03 | not specified | intermediate | GCB |
GSM558273 | Train | not specified | not specified | NA | not specified | negative | NA | not specified | 0.09 | not specified | intermediate | GCB |
GSM558180 | Train | not specified | not specified | 56 | not specified | negative | male | not specified | 0 | not specified | non-mBL | ABC |