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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...

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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


Factors: (via ArrayExpress)
Sample TRAINING.TEST ORGANISM PART MOLECULAR DIAGNOSIS AGE HIT.STATUS IRF4.STATUS SEX DLBCL MOLECULAR SUBTYPE MOLECULAR.DIAGNOSIS BCL6.BREAK IRF4.PROBABILITY GCB.ABC.SIGNATURE
GSM1168464 not specified diffuse large B-cell lymphoma non-mBL not specified not specified not specified not specified unclassified not specified not specified not specified not specified
GSM1168464 not specified diffuse large B-cell lymphoma non-mBL not specified not specified not specified not specified unclassified not specified not specified not specified not specified
GSM1168462 not specified diffuse large B-cell lymphoma non-mBL 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 diffuse large B-cell lymphoma non-mBL 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 diffuse large B-cell lymphoma mBL 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 diffuse large B-cell lymphoma mBL 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 diffuse large B-cell lymphoma non-mBL not specified not specified not specified not specified activated B-cell (ABC)-like not specified not specified not specified not specified
GSM1168462 not specified diffuse large B-cell lymphoma non-mBL 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 diffuse large B-cell lymphoma non-mBL 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 diffuse large B-cell lymphoma non-mBL 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 diffuse large B-cell lymphoma non-mBL not specified not specified not specified not specified activated B-cell (ABC)-like not specified not specified not specified not specified
GSM1168458 not specified diffuse large B-cell lymphoma non-mBL not specified not specified not specified not specified activated B-cell (ABC)-like not specified not specified not specified not specified
GSM1168464 not specified diffuse large B-cell lymphoma non-mBL not specified not specified not specified not specified unclassified not specified not specified not specified not specified
GSM1168464 not specified diffuse large B-cell lymphoma non-mBL not specified not specified not specified not specified unclassified not specified not specified not specified not specified
GSM1168450 not specified diffuse large B-cell lymphoma intermediate 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 diffuse large B-cell lymphoma non-mBL not specified not specified not specified not specified activated B-cell (ABC)-like not specified not specified not specified not specified
GSM1168450 not specified diffuse large B-cell lymphoma intermediate 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 diffuse large B-cell lymphoma intermediate 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 diffuse large B-cell lymphoma intermediate not specified not specified not specified not specified unclassified not specified not specified not specified not specified
GSM1168464 not specified diffuse large B-cell lymphoma non-mBL not specified not specified not specified not specified unclassified not specified not specified not specified not specified
GSM1168462 not specified diffuse large B-cell lymphoma non-mBL 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 diffuse large B-cell lymphoma non-mBL not specified not specified not specified not specified unclassified not specified not specified not specified not specified
GSM1168464 not specified diffuse large B-cell lymphoma non-mBL not specified not specified not specified not specified unclassified not specified not specified not specified not specified
GSM1168464 not specified diffuse large B-cell lymphoma non-mBL not specified not specified not specified not specified unclassified not specified not specified not specified not specified
GSM1168460 not specified diffuse large B-cell lymphoma mBL 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 diffuse large B-cell lymphoma mBL 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 diffuse large B-cell lymphoma intermediate 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 diffuse large B-cell lymphoma mBL 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 diffuse large B-cell lymphoma non-mBL 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 non-Burkitt diffuse large B-cell lymphoma not specified 70 triple not specified male not specified intermediate pos not specified GCB
GSM1079856 not specified non-Burkitt diffuse large B-cell lymphoma not specified 68 double not specified female not specified intermediate neg not specified GCB
GSM1079843 not specified non-Burkitt diffuse large B-cell lymphoma not specified 51 double not specified male not specified intermediate neg not specified GCB
GSM558388 Test not specified not specified 64 not specified FISH data not available male not specified non-mBL not specified 0.06 ABC
GSM558387 Test not specified not specified 81 not specified FISH data not available female not specified non-mBL not specified 0.01 ABC
GSM558386 Test not specified not specified 69 not specified FISH data not available female not specified non-mBL not specified 0.01 unclassified
GSM558377 Test not specified not specified 78 not specified FISH data not available female not specified non-mBL not specified 0 ABC
GSM558368 Test not specified not specified 56 not specified FISH data not available male not specified non-mBL not specified 0 ABC
GSM558355 Test not specified not specified 53 not specified FISH data not available female not specified non-mBL not specified 0.03 ABC
GSM558348 Test not specified not specified 76 not specified FISH data not available female not specified intermediate not specified 0.03 GCB
GSM558335 Test not specified not specified 81 not specified FISH data not available female not specified non-mBL not specified 0.01 GCB
GSM558319 Test not specified not specified 50 not specified FISH data not available female not specified intermediate not specified 0.03 GCB
GSM558273 Train not specified not specified NA not specified negative NA not specified intermediate not specified 0.09 GCB
GSM558180 Train not specified not specified 56 not specified negative male not specified non-mBL not specified 0 ABC

Tags

  • b-cell lymphoma
  • burkitt lymphoma
  • cell
  • diffuse large b-cell lymphoma
  • lymphoma

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