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Hopper, Melissa A.

https://orcid.org/0000-0003-0675-8253

Mayo Clinic

Mayo Clinic

Citations 13

SOMATIC ALTERATIONS IN FOLLICULAR LYMPHOMA ASSOCIATE WITH UNIQUE TUMOR‐CELL TRANCRIPTIONAL STATES AND TUMOR‐IMMUNE MICROENVIRONMENTS
Wenzl, Kerstin , Hopper, Melissa A. , Sarangi, Vivekananda , Barman, Poulami , Serres, MaKayla R., Khan, Shakila P. , Novak, Anne J. , Ansell, Stephen M. , King, Rebecca L. , Krull, Jordan E. , Manske, Michelle K. , Larson, Melissa C. , Maurer, Matthew J. , Yang, Zhi-Zhang , Rimsza, Lisa M. , Link, Brian K. , Habermann, Thomas M. , Cerhan, James R. , Novak, Joseph P.

Hematological Oncology | June 17, 2021 | Volume: 39 | Issue: S2 | Pages: No page available

10.1002/hon.41_2879 Get It

Global Transcriptional States of Follicular Lymphoma B Cells Highlight Distinct Groups of Tumor Identity Associated with Somatic Alterations and Tumor Microenvironment
Wenzl, Kerstin , Hopper, Melissa A. , Sarangi, Vivekananda , Ansell, Stephen M. , King, Rebecca L. , Novak, Anne J. , Krull, Jordan E. , Manske, Michelle K. , Larson, Melissa C. , Maurer, Matthew J. , Yang, Zhi-Zhang , Rimsza, Lisa M. , Link, Brian K. , Habermann, Thomas M. , Cerhan, James R.

Blood | November 4, 2020 | Volume: 136 | Issue: Supplement 1 | Pages: 21-22

10.1182/blood-2020-142744 Get It

Background: Follicular Lymphoma (FL) is the second most common non-Hodgkin lymphoma and presents with significant clinical, cellular, molecular, and genetic heterogeneity. Despite the name and defining microanatomic location, the genetic and molecular identity and pathogenesis of the FL tumor cell is largely uncharacterized. Prior clinical and molecular classifications of FL have been primarily driven by pathologic classification (Grade 1-3b), genetic classification (M7-FLIPI), or gene expression profiling (IR-1/2). Using a unique cohort of 93 FL tumors, we have explored the transcriptomic signature of purified FL B cells, along with their matched whole tumor, and identified unique molecular subsets which are defined by distinct pathway activation, immune content, and genomic signatures identified through whole exome sequencing (WES). Methods: Frozen tumor biopsies from 93 untreated FL (Grade 1-3b) patients enrolled in the University of Iowa/Mayo Clinic Lymphoma SPORE were used for the study. DNA was isolated from whole tumor cell suspensions and RNA was isolated from both whole tumor and B cell enriched cell suspensions. RNA sequencing (RNAseq) and WES was performed in the Mayo Clinic Genome Analysis Core. RNAseq and WES data were processed using the Mayo Clinic standard pipeline and novel driver genes were identified using 20/20+ driver analysis. Copy number variants were identified using GISTIC 2.0. NMF clustering and single sample gene set testing, for B cell lineage and tumor microenvironment (TME) signatures, was performed in R using the NMF and SingScore packages. Results: NMF consensus clustering of FL B cell RNAseq data identified two distinct subsets, C1 (n=32) and C2 (n=57). Clinically, C1 was associated with being FL grade 3 (p<0.001) and more aggressive therapy (e.g. immunochemotherapy) at diagnosis while other clinical factors were similar between the groups. To determine the biologic underpinnings that drove the NMF analysis, the top NMF metagenes were incorporated (n=389 for C1 and n=293 for C2) for GO analysis. Among those genes were AICDA, IRF4, and EZH2 in C1, and BCL2 in C2. Additionally, we identified significant gene set enrichment with NMF metagenes and calculated differential gene set expression comparing C1, C2, and normal B cells (n=5). Together, these analyses suggest C1 displays significantly (p<0.05) enhanced DNA replication and metabolic activity, whereas C2 displays significantly enhanced cytoskeleton rearrangement, repressed inflammatory cytokine signaling, and NF-kB activity. Based on recent scRNAseq data suggesting that FL derives from distinct germinal center B cells, the B lineage difference between C1 and C2 was explored. Both subgroups were heterogeneous for dark (DZ), intermediate (INT), light (LZ) zones, and plasmablast (PBL) gene signatures. When compared to benign B cell samples, C1 was enriched for a pre-PBL (p<0.01), and C2 for an INT phenotype related to a LZ signature (p<0.01). To define if a genomic signature was associated with C1 and C2, mutations and copy number variants (>5% frequency) were examined. TNFAIP3, TP53, and BCL6 alterations were enriched in C1 samples, whereas C2 associated with alterations in BCL2, KMT2D, CREBBP, REL, and MYC. Finally, B cell clusters were analyzed for TME signatures. C1 samples displayed significant enrichment of macrophage, cytotoxic cell, gamma-delta-Tcell, and endothelial cell TME elements (p<0.05) consistent with an inflamed/hot tumor. In contrast, C2 samples exhibited significantly lower signatures (p<0.05) in all entities except for the fibroblast signature, compared to C1 and normal, consistent with an immune desert phenotype. Conclusion: Our results suggest that B cells from FL patients display two distinct transcriptomic signatures. C1 identifies an immunologically active tumor, driven by TNFAIP3 alterations, with pre-PBL characteristics, DNA replication and repair, inflammatory cytokine secretion/signaling, and hyper-metabolic characteristics. C2 identifies an immunologically quiet tumor, driven by alterations in BCL2 and chromatin modifiers, with an intermediate GC phenotype, repressed cytokine signaling, and active cell cycle progression and cytoskeleton rearrangement. This study improves our understanding of the mechanisms driving FL tumors and motivates further investigation into the relationship between tumor intrinsic factors that may influence the TME. Disclosures Maurer: Morphosys: Membership on an entity's Board of Directors or advisory committees; Kite: Membership on an entity's Board of Directors or advisory committees; Pfizer: Membership on an entity's Board of Directors or advisory committees; Nanostring: Research Funding; Celgene / BMS: Research Funding. Ansell:ADC Therapeutics: Research Funding; Trillium: Research Funding; Affimed: Research Funding; Regeneron: Research Funding; AI Therapeutics: Research Funding; Takeda: Research Funding; Seattle Genetics: Research Funding; Bristol Myers Squibb: Research Funding. Cerhan:NanoString: Research Funding; BMS/Celgene: Research Funding. Novak:Celgene/BMS: Research Funding.
Abstract P4-04-02: Amplification of chromosome 9p24 targeting PD-L1 and JAK2 correlates with altered tumor microenvironment expression profiles in triple negative breast cancer
Anderson, KS, Andreozzi, Mariacarla, Pockaj, BA, Hopper, Melissa A. , McCullough, AE, Barrett, MT

Cancer Research | May 20, 2016 | Volume: 76 | Issue: 4_Supplement | Pages: P4-04-02-P4-04-02

10.1158/1538-7445.sabcs15-p4-04-02 Get It

Abstract Introduction: In a pilot study, we recently described amplification of chromosome 9p24 encoding PD-L1, PD-L2, and JAK2 (the PDJ amplicon) in 29% of early stage triple negative breast cancers (TNBC). Amplification was associated with poor DFS and OS. The impact of this amplicon on immune function is not known. Methods: Fresh frozen tumor samples from 36 subjects with newly-diagnosed TNBC (stages I-III) were evaluated for copy number aberrations using DNA-based flow cytometry to enrich nuclei based on ploidy status (tetraploidy or aneuploidy), followed by oligonucleotide CGH arrays. Targeted immune expression profiling was performed using the Nanostring PanCancer Immune Profiling Panel (n=770 genes). Results: 23 samples had measurable abnormal ploidy (evidence of sufficient tumor content) for CGH analysis; the remaining samples were omitted from analysis. High level (log2ratio >1) amplification was detected in 6/23 (26.1%) of TNBCs, and low-level copy number gain (CN log2ratio >0 and<1) was detected in 3/23 (13.0%). The remaining samples had no copy number change (n=9) or low level copy number loss (CN log2ratio>-1 and <0, n=5). Increased RNA expression of STAT1, STAT2, STAT3, and STAT6 was associated with PDJ amplification, as well as upregulation of the immune regulatory genes CD47 and IDO1. Conclusion: Amplification of chromosome 9p24.1 involving PD-L1, PD-L2, and JAK2 is present in a significant proportion of TNBCs. This amplicon is associated with altered gene expression of the tumor microenvironment. Citation Format: Anderson KS, Andreozzi M, Pockaj BA, Hopper M, McCullough AE, Barrett MT. Amplification of chromosome 9p24 targeting PD-L1 and JAK2 correlates with altered tumor microenvironment expression profiles in triple negative breast cancer. [abstract]. In: Proceedings of the Thirty-Eighth Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2015 Dec 8-12; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2016;76(4 Suppl):Abstract nr P4-04-02.