Abstract Introduction: Diffuse Large B cell Lymphoma (DLBCL) is up to 80-fold more likely to occur and follows a more aggressive clinical course in HIV positive (+) individuals compared to HIV negative (-) individuals. Moreover, the vast majority frequently present at advanced stages with high tumor burdens with poor prognosis. The molecular pathology underpinning the clinical features of DLBCL in HIV(+) patients relative to the general population is poorly understood; however, it is suspected to depend on decreased host immune surveillance and alternative mechanisms of tumorogenesis. In this study, we sought to identify the differences in gene expression between HIV(+) and HIV(-) DLBCL cohorts that may contribute to the unique features of HIV(+) DLBCL. Methods: We performed a retrospective gene expression profiling (GEP) study using a total of 70 DLBCL cases, 31 HIV(+) obtained from AIDS Cancer Specimen Resource Network (https://acsr.ucsf.edu/) and 39 HIV(-) institutional cases. The H&Es for all cases were reviewed by a hematopathologist and tumor content determined. Cases that did not meet the minimum tumor content threshold of 70% were macro-dissected. RNA was extracted from 4x 5µm formalin fixed, paraffin embedded (FFPE) sections using the Qiagen AllPrep DNA/RNA FFPE Kit and quantified using a NanoDrop. The Lymph2Cx assay, which accurately subtypes DLBCL in FFPE tissues (Scott et al 2014), was used to determine the cell of origin (COO) subtypes: Germinal Center B cell (GCB), Activated B cell (ABC) and Unclassifiable (UNC). Digital GEP was performed using the NanoString PanCancer Pathways and Immunology panels, targeting a total of over 1300 genes with known roles in cancer or immune signaling. Results: Of the 31 HIV(+) cases, Lymph2Cx subtyping showed 74% (23/31) were GCB, 13% (4/31) were ABC and 13% (4/31) were UNC. In a similar distribution to the HIV(+), and comparable to prior literature, 54% (21/39) of HIV(-) cases were GCB, 31% (12/39) were ABC and 15% (6/39) were UNC. Differential gene expression was observed between HIV(+) and HIV(-) cases, but no association with COO subtype was found. When the data was re-analyzed within the GCB subtype alone, stratification by HIV status was observed. Particularly, reduced expression of genes associated with immune regulation was observed in HIV(+) GCB cases compared to HIV(-) GCB cases. In contrast, expression of genes associated with cell cycle regulation and homologous recombination (the predominate double stranded DNA repair pathway employed during the cell cycle), were higher in HIV(+) cases compared to HIV(-) GCB cases. Conclusions: The results show, that within the GCB subtype, marked differences in gene expression are associated with HIV status. Our results suggest that the aggressive nature of DLBCL in HIV(+) patients may, in part, be mediated by enhanced cell proliferation potentiated by aberrant DNA repair. Disclosures Fogel: Natural Selection Inc: Employment. Liu: Natural Selection Inc: Employment. Lamers: Bioinfoexperts LLC: Employment.
Assessment of 2-Year Storage Conditions on Protein, RNA, and DNA in Unstained Human Tissue Sections, Including a Novel Multiplex Digital Gene Expression Profiling Method with Implications for Biobanking
Over-Expression of Transferrin Receptor (TFRC/CD71) and Low Expression of Innate and Adaptive Immune Cell Subsets in HIV-Associated, GCB-DLBCL By Digital Gene Expression Profiling
Introduction: HIV infected individuals are 17x more likely to receive a diagnosis of Diffuse Large B cell Lymphoma (DLBCL) compared to their uninfected counterparts. Moreover, DLBCL is more aggressive in HIV infected individuals. However, the molecular pathology driving the aggressive nature of HIV related DLBCL is poorly understood. Previously, we demonstrated that HIV-associated [HIV(+)] germinal center B-cell (GCB) DLBCL tumors are more proliferative, with enhanced genomic stability and increased expression of DNA repair genes compared to their HIV-not associated [HIV(-)] counterparts (Maguire et al, Int J Cancer,2019). Given the immunocompromised nature of these patients, herein we assessed whether specific immunological signaling pathways are also altered in HIV(+) GCB DLBCL tumors, that may work in conjunction with, or independently of, increased DNA repair, to drive the enhanced aggressive nature of HIV related DLBCL. Methods: We used our previously studied cohort of patient samples, which included a total of 39 molecularly defined GCB DLBCL cases. Of these, 18 were HIV(+) cases from the AIDS Cancer Specimen Resource Network (https://acsr.ucsf.edu/) and 21 were HIV(-) institutional cases. Samples underwent hematopathologist review for diagnosis confirmation and tumor content assessment. Samples with <60% tumor content were macrodissected, with a total of 4x 5µm FFPE sections per sample used for RNA/DNA extraction. Digital gene expression profiling was used to assess differential expression of 579 immune related genes using the NanoString PanCancer Immune Profiling panel. The data was normalized using nSolver, and differential expression analysis was performed using the R statistical software package NanoStringDiff. The resulting expression data were then analyzed using Gene Set Enrichment Analysis (GSEA), and GSEA Molecular Signatures Database (MSigDB) overlap analyses. Results: A total of 110 genes were differentially expressed between the HIV(+) and HIV(-) cohorts at p<0.05. As expected due to immunosuppression in HIV(+) individuals, 100 genes (91%) were significantly reduced and 10 genes (9%) were significantly increased in the HIV(+) cohort compared to the HIV(-) cohort. GSEA and MSigDB analyses revealed that the genes with reduced expression in the HIV(+) cohort were associated with losses in both adaptive and innate immune signaling including cytokine interactions, the IL1 pathway and B-cell receptor signaling amongst others. MSigDB overlap analyses of the 10 genes upregulated in the HIV(+) cohort identified 3 Gene Ontology molecular functions, all of which were receptor signaling related; including Receptor Binding (CD8A, CD160, CCL8, C1QBP, MIF), Receptor Activity (CD8A, CD160, CCRL1, TFRC, KLRC2), and Cargo Receptor Activity (CCRL1, TFRC). Gene overlaps between the subsets include genes associated with NK and cytolytic T cells (CD8A, CD160), as well as the transferrin receptor TRFC/CD71, which with a fold increase of 3.9, was the most significantly increased gene in the HIV(+) cohort (p=0.002, FDR=0.0025). Conclusions: As expected, the results demonstrate a loss in both adaptive and innate immune signaling in the HIV(+) cohort compared to the HIV negative cohort as well as alterations in receptor signaling. In line with our previous observation that HIV(+) GCB DLBCL tumors have higher expression of proliferation genes and the Ki67 antigen than their HIV(-) counterparts, the results of this study also reveal overexpression of TRFC/CD71 mRNA in HIV(+) GCB DLBCL tumors compared to the HIV(-) cases. TFRC/CD71 is well known as a mediator of iron uptake in erythroid cells. Iron uptake through TFRC/CD71 is also necessary for, and positively regulates T and B cell proliferation; and is commonly expressed on aggressive B cell lymphomas. We suggest that TFRC/CD71 may play a role in the enhanced proliferative capabilities of HIV(+) GCB DLBCL. These effects may be mediated through the HIV protein Nef, which has known effects on TFRC/CD71 protein recycling in lymphoid populations (Madrid et al, J Biol Chem 2005), and has been shown to be transferred from HIV infected macrophages to uninfected B-cells via contact-dependent cellular conduits (Xu et al, Nat Immunol 2009). Nef transfer between cells has also been described to occur via microvesicle transfer and trogocytosis (reviewed in Ellwanger et al, Infect Genet Evol 2017). Further analysis of these pathways is ongoing. Disclosures Rimsza: NanoSting: Patents & Royalties: Named inventor on a patent licensed to NanoSting [Institution].
Enhanced DNA Repair and Genomic Stability in HIV(+) Diffuse Large B Cell Lymphoma of Germinal Center Origin
Abstract Introduction: HIV infected individuals are 17x more likely to receive a diagnoses of Diffuse Large B cell Lymphoma (DLBCL) compared to their uninfected counterparts. Moreover, DLBCL is more aggressive in HIV infected individuals, with up to 70% of patients being primary refractory to chemotherapeutic regimens. However, the molecular pathology driving the aggressive nature of HIV related DLBCL is poorly understood. Here, we have assessed the genomic and transcriptional differences between HIV(+) and HIV(-) DLBCL in order to identify the mechanisms driving the enhanced aggressive and refractory nature of HIV related DLBCL. Methods: A total of 66 cases, including 27 HIV(+) from the AIDS Cancer Specimen Resource Network (https://acsr.ucsf.edu/) and 39 HIV(-) institutional cases were included in this study. Fresh H&Es were reviewed by a hematopathologist to validate diagnosis and determine tumor content. Samples with <60% tumor content were macro-dissected. A total of 4x 5µm FFPE sections per sample were used for DNA and RNA extraction. DNA damage at the gross aberration level was assessed using array comparative genomic hybridization (aCGH). NanoString digital gene expression profiling (GEP) was used to perform the Lymph2Cx DLBCL Cell of Origin molecular subtyping assay (Germinal Center B-cell/ GCB, Activated B-Cell/ ABC, Unclassifiable/UNC) and to assess the differential expression of genes with known roles in cancer using the PanCancer Pathways panel. Results: Both the HIV(+) and HIV(-) cohorts were found to be GCB enriched with GCB-ABC-UNC distributions of 70%(19/27)-11%(3/27)-19%(5/27) and 54%(21/39)-33%(13/39)-13%(5/39) respectively. For both statistical and biological reasons, analysis was restricted to the GCB-DLBCL subtype only. Array CGH revealed the HIV(+) tumors have less DNA aberrations than their HIV(-) counterparts, indicative of enhanced genomic stability. GEP GSEA analysis revealed significant differences in the HIV(+) cohort compared to the HIV(-) cohort; including increases in DNA replication (MCM2, MCM4, MCM7) and Cell Cycle progression (CDC25A, CCNA2, CCNB1, E2F1) related genes as well as decreases in cell cycle negative regulators (CDKN1A, CDKN1B, CDKN2B, RB1), pro-apoptotic BCL2 genes (BAX, BIM, BMF, PUMA, BNIP3) and pro-survival BCL2 genes (BCL2, BCLW). Analyses also revealed significant increases in DNA repair related genes, particularly those with roles in the Fanconi Anemia-Homologous Recombination-Translesion Synthesis axis (FANCA, FANCD1/BRCA2, FANCE, FANCG, FANCR/RAD51, FANCS/BRCA1, FANCT, FANCV/MAD2L2). Conclusions: Our results show, for the first time, that GCB DLBCL arising in HIV infected individuals possesses a distinct molecular pathology to that which arises in uninfected individuals. These results indicate that the aggressive nature of HIV(+) GCB DLBCL is mediated by increased proliferation in conjunction with reduced cell cycle inhibitory capabilities and potentiated by heightened DNA repair that promotes genomic stability. Moreover, it is probable that the bolstered DNA repair capabilities confer an innate ability to repair DNA damage resulting from the administration of genotoxic chemotherapeutic agents and may be the mechanism underlying the high primary refractory rate to chemotherapeutics in HIV related DLBCL. Disclosures Rimsza: NanoString: Other: Inventor on the patent for the Lymph2Cx assay.
Clinical Validation of the Lymph3Cx Assay to Distinguish Primary Mediastinal Large B-Cell Lymphoma From Diffuse Large B-Cell Lymphoma
Abstract Introduction Primary mediastinal large B-cell lymphoma (PMLBCL) is recognized as a distinct lymphoid neoplasm. However, differentiation from diffuse large B-cell lymphoma (DLBCL) can be difficult due to the need for close clinicopathologic correlation and variability in morphology and immunophenotype. In addition, a recent study identified lymphomas that share molecular and morphological features with PMBCL, yet do not involve the mediastinum. Correct classification of PMBCL may impact therapeutic decision making, increasing the demand for more accurate diagnostic methods. Recent research identified a new gene expression signature that robustly differentiated PMLBCL from DLBCL in both training and independent validation cohorts using RNA isolated from routinely available formalin-fixed, paraffin-embedded (FFPE) tissues. Methods This assay, known as the “Lymph3Cx,” utilizes the nCounter platform (NanoString Technologies, Seattle, WA) and consists of probes for 58 target genes (including both discriminatory and housekeeping genes) that can distinguish PMLBCL cases from DLBCL as well as the “cell-of-origin” subtypes of DLBCL. In the current study reported here, the Molecular Diagnostics–Arizona Laboratory (MDAZL) performed a full validation of the Lymph3Cx assay for use in our clinical diagnostic laboratory. Results Assay performance included accuracy (92.9%), precision (100%), analytical sensitivity (100 ng RNA limit of detection), analytical specificity (measures are in place to prevent interfering substances), reproducibility between technologists and technical replicates (100%), specimen stability (18 months for unstained tissue sections), and RNA Isolation Kit Utility (two kits with equal performance) in order to become the first CLIA-certified, CAP-accredited clinical diagnostics laboratory to offer a molecular assay for distinction of PMLBCL from DLBCL. Conclusion The Lymph3Cx assay will be prospectively used for evaluation of Mayo Clinic patients and for use as an integrated biomarker in clinical trials.
Improving Patient Value Through Cross-Country Collaboration
Abstract Introduction Lymph2Cx lymphoma cell-of-origin assay (LM2CX) was developed by the Lymphoma/Leukemia Molecular Profiling Project (LLMPP) to better categorize diffuse large B-cell lymphoma (DLBCL). NanoString has licensed the assay and is currently pursuing FDA approval. In the meantime, the test is offered exclusively as a lab-developed test (LDT) by the Mayo Clinic Molecular Diagnostics–Arizona Lab (MDAZL) to Mayo Clinic Enterprise patients. In order to comply with these restrictions, the normal workflow for Mayo Clinic Rochester has been modified as cases are sent to Arizona. Rochester consultants order LM2CX using their local laboratory information system (LIS). Slides are prepared by Rochester histology and then shipped to Arizona, where they are entered into the Arizona LIS and processed. In July 2018, we discovered numerous cases that were ordered but not shipped. Because this step took place at the LIS transition between Arizona and Rochester, it was not detected immediately. Methods Allied Health Staff (AHS) colleagues in Rochester and Arizona had the unique opportunity to collaborate. After Arizona AHS identified the problem, they reached out to the Rochester pathology reporting specialists (PRSs) and began a joint improvement project. Together, we were able to measure the impact of the problem, with Arizona auditing digitally, while Rochester audited physical cases. We found 29% of the cases were handled improperly over a 6-month time period. In order to eliminate the gap, Rochester implemented several improvements, including training, tagging all LM2CX cases, and huddle discussions, while Arizona AHS monitored the process digitally. Results Since implementation of improvements, we have had zero defects. Modifications to AHS/consultant training in Rochester will ensure continued success. Conclusions This intervention illustrates the importance of strong collaborations in order to quickly respond to testing issues and provide the greatest value to patients.
REDUCED BCL2 EXPRESSION SUGGESTS ALTERNATIVE SURVIVAL MECHANISMS IN HIV(+) DIFFUSE LARGE B CELL LYMPHOMA (DLBCL) OF GERMINAL CENTER ORIGIN
Diffuse large B‐cell lymphoma (DLBCL) is up to 17‐fold more likely to occur, follows a more aggressive clinical course and frequently presents at advanced stages in HIV infected (+) individuals compared to HIV negative (−) individuals. However, the molecular pathology underpinning the clinical features of DLBCL in HIV(+) patients relative to the general population is poorly understood. We performed a retrospective study examining the transcriptional, genomic and protein expression differences between HIV(+) and HIV(−) germinal center B‐cell (GCB) DLBCL cases using digital gene expression analysis, array comparative genomic hybridization (CGH) and immunohistochemistry (IHC). Genes associated with cell cycle progression ( CCNA2 , CCNB1 , CDC25A , E2F1 ), DNA replication ( MCM2 , MCM4 , MCM7 ) and DNA damage repair, including eight Fanconi anemia genes ( FANCA , FANCD1/BRCA2 , FANCE , FANCG , FANCR/RAD51 , FANCS/BRCA1 , FANCT/UBE2T , FANCV/MAD2L2 ), were significantly increased in HIV(+) GCB‐DLBCL tumors compared to HIV(−) tumors. In contrast, genes associated with cell cycle inhibition ( CDKN1A , CDKN1B ) as well as apoptosis regulating BCL2 family members ( BCL2 , BAX , BIM , BMF , PUMA ) were significantly decreased in the HIV(+) cohort. BCL2 IHC confirmed this expression. Array CGH data revealed that HIV(+) GCB‐DLBCL tumors have fewer copy number variations than their HIV(−) counterparts, indicating enhanced genomic stability. Together, the results show that HIV(+) GCB‐DLBCL is a distinct molecular malignancy from HIV(−) GCB‐DLBCL; with an increased proliferative capacity, confirmed by Ki67 IHC staining, and enhanced genomic stability, the latter of which is likely related to the enhanced expression of DNA repair genes.
Recommendations for Tissue Microarray Construction and Quality Assurance
Tissue microarrays (TMAs) are important tools to conserve precious tissue resources from increasingly smaller biopsies and to control experimental costs and variation across sample sets. The quality assurance assessment of TMA materials created at centralized biobanks has not been standardized. Herein, we outline 2 processes for the construction of TMAs (“recipient block” and “tape” methods) and the associated preconstruction quality control measures (pathology review, protein and RNA assessment, map creation, and storage conditions) developed by the AIDS Cancer Specimen Resource (ACSR) Network’s Science and Technology Core. These steps provide a suggested framework for quality assessment that allows end-users, receiving materials from tissue banks, confidence in their experimental results.
Molecular classification of primary mediastinal large B-cell lymphoma using routinely available tissue specimens
Abstract Primary mediastinal large B-cell lymphoma (PMBCL) is recognized as a distinct entity in the World Health Organization classification. Currently, the diagnosis relies on consensus of histopathology, clinical variables, and presentation, giving rise to diagnostic inaccuracy in routine practice. Previous studies have demonstrated that PMBCL can be distinguished from subtypes of diffuse large B-cell lymphoma (DLBCL) based on gene expression signatures. However, requirement of fresh-frozen biopsy material has precluded the transfer of gene expression–based assays to the clinic. Here, we developed a robust and accurate molecular classification assay (Lymph3Cx) for the distinction of PMBCL from DLBCL subtypes based on gene expression measurements in formalin-fixed, paraffin-embedded tissue. A probabilistic model accounting for classification error, comprising 58 gene features, was trained on 68 cases of PMBCL and DLBCL. Performance of the model was subsequently evaluated in an independent validation cohort of 158 cases and showed high agreement of the Lymph3Cx molecular classification with the clinicopathological diagnosis of an expert panel (frank misclassification rate, 3.8%). Furthermore, we demonstrate reproducibility of the assay with 100% concordance of subtype assignments at 2 independent laboratories. Future studies will determine Lymph3Cx’s utility for routine diagnostic purposes and therapeutic decision making.