Genomic Profiling Combining DNA and RNA Analysis of 112 Formalin-Fixed Paraffin-Embedded Diffuse Large B Cell Lymphoma Specimens Identifies a High Frequency of Clinically Relevant Genomic Alterations

Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 704-704
Author(s):  
Andrew M. Intlekofer ◽  
Patrick Hilden ◽  
Venkatraman E. Seshan ◽  
Amanda R. Copeland ◽  
Ross L. Levine ◽  
...  

Abstract Background: A variety of next-generation sequencing methods have been used to investigate the genomic landscape of primary lymphoma patient samples, including whole-genome, whole-exome, and RNA sequencing. In diffuse large B cell lymphoma (DLBCL), sequencing studies identified numerous genomic alterations (GAs) of potential clinical relevance, but the distribution and frequency of GAs have not been precisely determined. Discrepancies in existing data likely arise from variability in types of specimens examined, sequencing technologies employed, and depth of coverage utilized to identify GAs. In this study, we performed comprehensive DNA/RNA sequencing of genes known to be important across the spectrum of hematologic malignancies in order to determine the nature and prevalence of GAs with potential diagnostic, prognostic, or therapeutic implications in a cohort of 112 well-annotated clinical DLBCL cases. Methods: We performed hybridization capture of 405 cancer-related genes and 31 genes commonly rearranged in cancer (FoundationOne Heme) and 265 frequently rearranged genes for RNA-seq applied to ³50ng of DNA and sequenced to high, uniform coverage. Genomic alterations, including short variants (small indels and base substitutions), rearrangements, and copy number alterations, were determined. All captured libraries were sequenced to high depth (Illumina HiSeq), averaging >500x for DNA and >20,000,000 total pairs for RNA, to enable the sensitive and specific detection of GAs. Significant non-synonomous variants were identified as mutations from the COSMIC database, amplifications of established oncogenes, or homozygous deletions and/or clear loss-of-function mutations of known tumor suppressors. Results: GAs with diagnostic, prognostic, or therapeutic relevance were identified in 96% of cases, with a median of 5 (range 0 to 12) alterations per sample. Figure 1 shows the frequencies of different GAs. De novo DLBCL tended to exhibit fewer GAs (median 4) than relapsed/refractory (median 6) or transformed disease (median 6) (p=0.179; Wilcoxon rank sum). Compared with reported frequencies ranging from 5 to 44%, we detected alterations in CREBBP/EP300 in 21% of cases, with CREBBP mutations preferentially found in germinal-center B cell-like (GCB) compared to non-GCB DLBCL (26% vs. 8%; p=0.02; Pearson's chi-squared). Although previously described only in Burkitt lymphoma, we identified mutations in ID3 (L70P, P98R, Q100P) and TCF3 (N551K) in GCB-phenotype DLBCL cases with aggressive pathologic features and no MYC expression by IHC. Additional novel findings included alterations of genes involved in cellular metabolism in 18% of cases, including one IDH2 R172M mutation and two cases with SDHA L649fs* truncating mutations. We also identified several mutations more commonly found in solid tumors and leukemias, including BRAF V600E and KRAS G13D. With respect to genomic rearrangements, combined DNA/RNA capture and sequencing detected translocations/fusions in MYC, BCL2, and BCL6, which were concordant with cytogenetics/FISH analysis. We also identified rearrangements involving TBXL1XR1-P63, NOTCH2, SOCS1, and ETV6. Copy number alterations were detected in 26 different genes, including amplifications of CD274/PDCD1LG2 (PD-L1/PD-L2) (n=4) that were restricted to non-GCB cases. Alterations in TP53 were more frequently observed in transformed (42%) and relapsed/refractory (26%) compared to de novo DLBCL (12%; p=0.007; Pearson's chi-squared). TP53 mutations predicted for lack of response to chemotherapy, with chemo-refractory disease occurring in 48% of TP53-mutant patients compared to 10% of patients with intact TP53 (p=0.0004; Fisher's exact). Truncating mutations or deletions of RB1, albeit rare (5% of cases), were the most significant negative prognostic factor and were associated with therapeutic resistance and poor overall survival. Conclusions: Our results demonstrate the utility of comprehensive combined DNA/RNA next-generation sequencing as a promising method to identify clinically relevant GAs in clinical lymphoma specimens. This streamlined approach has the potential to combine multiple molecular and cytogenetic tests into a single platform. Future efforts will be directed at incorporating this approach both retrospectively and prospectively into clinical trials to identify predictive biomarkers to guide therapeutic decisions. Figure 1 Figure 1. Disclosures Intlekofer: Foundation Medicine, Inc: Consultancy. Levine:Foundation Medicine, Inc: Consultancy. Zelenetz:Foundation Medicine, Inc: Consultancy. Dogan:Foundation Medicine, Inc: Consultancy. Palomba:Foundation Medicine, Inc: Consultancy. van den Brink:Foundation Medicine, Inc: Consultancy. Brennan:Foundation Medicine, Inc: Employment. Young:Foundation Medicine, Inc: Employment. He:Foundation Medicine: Employment. Nahas:Foundation Medicine, Inc: Employment. Yelensky:Foundation Medicine, Inc: Employment. Otto:Foundation Medicine, Inc: Employment. Lipson:Foundation Medicine, Inc: Employment. Stephens:Foundation Medicine, Inc: Employment. Miller:Foundation Medicine, Inc: Employment. Younes:Foundation Medicine, Inc: Consultancy.

2015 ◽  
Vol 43 (7) ◽  
pp. 534-536
Author(s):  
Mette Ø. Pedersen ◽  
Tim S. Poulsen ◽  
Anne O. Gang ◽  
Helle Knudsen ◽  
Anne F. Lauritzen ◽  
...  

Haematologica ◽  
2020 ◽  
pp. 0-0
Author(s):  
Lennart Raman ◽  
Malaïka Van der Linden ◽  
Ciel De Vriendt ◽  
Bliede Van den Broeck ◽  
Kristoff Muylle ◽  
...  

Shallow-depth sequencing of cell-free DNA, a cheap and standardized approach to obtain molecular information on tumors non-invasively, is insufficiently explored for lymphoma diagnosis and disease follow-up. This study collected 318 samples, including longitudinal liquid and paired solid biopsies, from a prospectively recruited cohort of 38 Hodgkin lymphoma (HL) and 85 aggressive B-cell non- HL patients, represented by 81 diffuse large B-cell lymphoma (DLBCL) cases. Following sequencing, copy number alterations and viral read fractions were derived and analyzed. At diagnosis, liquid biopsies showed detectable copy number alterations in 84.2% of HL (88.6% for classical HL) and 74.1% of DLBCL patients. Copy number profiles between liquid-solid pairs were highly concordant within DLBCL (r=0.815±0.043); and, compared to tissue, HL liquid biopsies had abnormalities with higher amplitudes (P=.010), implying that tumor DNA is more abundant in plasma. Additionally, 39.5% of HL and 13.6% of DLBCL cases had a significantly elevated number of plasmatic Epstein-Barr virus DNA fragments, achieving a sensitivity of 100% compared to current standard. Longitudinal analysis determined that, when detectable, copy number patterns were similar across (re)staging moments in refractory/relapsed patients. Moreover, the overall profile anomaly highly correlated with the total metabolic tumor volume (P


2020 ◽  
Vol 10 (11) ◽  
Author(s):  
Jordan E. Krull ◽  
Kerstin Wenzl ◽  
Keenan T. Hartert ◽  
Michelle K. Manske ◽  
Vivekananda Sarangi ◽  
...  

Abstract Double/triple hit lymphoma (DH/TH), known as high-grade B-cell lymphoma (HGBL), is an aggressive diffuse large B cell lymphoma (DLBCL), defined as having concurrent MYC, BCL2, and/or BCL6 gene rearrangements. While gene rearrangements represent significant genetic events in cancer, copy number alterations (CNAs) also play an important role, and their contributions to rearrangements have yet to be fully elucidated. Using FISH and high-resolution CNA data, we defined the landscape of concurrent gene rearrangements and copy gains in MYC, BCL2, and BCL6, in a cohort of 479 newly diagnosed DLBCL. We also show that concurrent translocations and copy number alterations, in combinations similar to DH/TH, identify a unique subset of DLBCL, alternative DH/TH, that have survival outcomes similar to DH/TH DLBCL patients.


2017 ◽  
Vol 35 (15_suppl) ◽  
pp. 7507-7507 ◽  
Author(s):  
Michael C. Jin ◽  
David Matthew Kurtz ◽  
Mohammad Shahrokh Esfahani ◽  
Florian Scherer ◽  
Alexander F.M. Craig ◽  
...  

7507 Background: Somatic copy number alterations (SCNAs) are common and clinically important genomic events in lymphomas. For example, MYC and BCL2 amplifications are associated with adverse outcomes (Quesada, ASH 2016), while PD-L1 ( CD274) amplifications are associated with improved response to checkpoint inhibitors (Ansell, NEJM 2015). However, noninvasive detection of these events from circulating tumor DNA (ctDNA) remains difficult. Using CAPP-Seq, a targeted high-throughput sequencing platform, we developed a method to profile both focal and broad SCNAs from plasma. Methods: We profiled plasmas from a cohort of 75 pretreatment diffuse large B-cell lymphoma patients and 48 healthy controls. Focal SCNAs were evaluated at ultra-high depths (~10,000x), allowing for detection of lesions at ~1% ctDNA fraction. Thresholds were tuned to allow a false positive rate of 1%, which was empirically validated in an independent healthy cohort (n = 15), yielding a panel-wide false discovery rate of ~2.3% (0% in our genes of interest). Sequencing reads outside the targeted regions were separately pooled and analyzed to evaluate arm and chromosome level SCNAs. Results: We detected SCNAs in clinically relevant genes at the frequencies reported in literature, including amplifications in MYC (8.0%), BCL2 (24.0%), and BCL6 (14.7%) and deletions in TP53 (13.3%) and CDKN2A (9.3%). Remarkably, 26.7% of the cohort demonstrated amplification of both PD-L1 and PD-L2 ( PDCD1LG2). Furthermore, we discovered amplifications in PD-L2, but not PD-L1, in 13.3% of our patients. Interestingly, PD-L1 amplifications were more common in patients with relapsed lymphoma than in those with treatment-naïve disease (43.5% vs 19.2%, p = 0.02). Most PD-L1 amplifications were focal (65%) while the remainder typically involved > 80% of Chr9p. Corresponding tissue profiling data is in progress and will also be presented. Conclusions: Noninvasive sampling of lymphoma ctDNA enables detection of both focal and broad SCNAs, including amplifications of MYC, BCL2, and PD-L1. The ability to noninvasively profile copy number altered regions allows for biopsy-free discovery of clinically significant structural alterations in lymphoma patients.


1999 ◽  
Vol 105 (4) ◽  
pp. 1133-1139 ◽  
Author(s):  
Motoko Yamaguchi ◽  
Toshiyuki Ohno ◽  
Kouji Oka ◽  
Masanori Taniguchi ◽  
Motohiro Ito ◽  
...  

Oncotarget ◽  
2017 ◽  
Vol 8 (20) ◽  
pp. 33487-33500 ◽  
Author(s):  
Naoko Tsuyama ◽  
Daisuke Ennishi ◽  
Masahiro Yokoyama ◽  
Satoko Baba ◽  
Reimi Asaka ◽  
...  

2018 ◽  
Vol 2 (20) ◽  
pp. 2755-2765 ◽  
Author(s):  
Lauren C. Chong ◽  
Susana Ben-Neriah ◽  
Graham W. Slack ◽  
Ciara Freeman ◽  
Daisuke Ennishi ◽  
...  

Abstract Genomic rearrangements in the MYC locus occur in ∼12% of lymphomas with diffuse large B-cell lymphoma (DLBCL) morphology and are associated with inferior outcome. Previous studies exploring MYC rearrangements have primarily used fluorescence in situ hybridization (FISH) assays to characterize break-apart status but have rarely examined breakpoint location, and in some cases have not examined partner identity. We performed targeted sequencing of MYC, BCL2, BCL6, and the immunoglobulin (IG) loci in 112 tumors with DLBCL morphology harboring MYC rearrangement. We characterized the location of the MYC rearrangement at base pair resolution and identified the partner in 88 cases. We observed a cluster of breakpoints upstream of the MYC coding region and in intron 1 (the “genic cluster”). Genic cluster rearrangements were enriched for translocations involving IGH (80%), whereas nongenic rearrangements occurred mostly downstream of the MYC gene with a variety of partners, including IGL and IGK. Other recurrent partners included BCL6, ZCCHC7, and RFTN1, which has not previously been described as a MYC partner. We compared 2 commercially available FISH break-apart assays for the MYC locus and observed discordant results in 32% of cases examined, including some with MYC-IGL and MYC-IGK rearrangements. In cases of high-grade B-cell lymphoma with MYC and BCL2 and/or BCL6 rearrangement (HGBL-DH), so-called “double-hit” lymphomas, the majority of MYC rearrangements had non-IG partners (65%), with breakpoints outside the genic cluster (72%). In patients with de novo HGBL-DH of DLBCL morphology, MYC-IG rearrangements showed a trend toward inferior time to progression and overall survival compared with MYC–non-IG rearrangements. Our data reveal clinically relevant architecture of MYC rearrangements in lymphomas with DLBCL morphology.


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