Introduction: We previously showed that HIV associated EBV negative (-) diffuse large B-cell lymphomas (DLBCL) of germinal center origins (GCB) have enhanced genomic stability and increased expression of DNA repair genes compared to their HIV negative counterparts (Maguire et al 2019). Given that immune deficiency can be induced virally or therapeutically, including the administration of immunosuppressive drugs post solid organ or hematopoietic stem cell transplant, we questioned whether these observations are specific to HIV or if they represent a more global immune impaired signature. Here we assessed the genomic stability of monomorphic DLBCL post-transplant lymphoproliferative disorders (PTLD) and the potential role of DNA repair. Methods: A total of 49 monomorphic DLBCL PTLDs (26 EBV(-), 23 EBV positive (+)) and 170 immune competent (IC) DLBCL (EBV status unknown) were studied. All were pathologically reviewed and samples with <60% tumor content were macro-dissected before RNA/DNA extraction. Cell of origin (COO) profiles were assessed using the DLBCL90 molecular assay which can distinguish primary mediastinal B-cell lymphoma (PMBL) from GCB, Activated B-cell (ABC) and unclassified (UNC) DLBCL (Ennishi et al 2019). NanoString gene expression profiling (GEP) was performed using the PanCancer Pathways panel and analyzed using NanoString nSolver Advanced Analysis. Copy number (CN) analysis was performed on a subset of samples (45 PTLD, 41 DLBCL) using the OncoScan CN assay and analyzed using Chromosome Analysis Suite (ChAS) v4.1. All p-values listed were Benjamini-Hochberg adjusted and Mann-Whitney tested for the GEP and CN data respectively. Results: In contrast to IC-DLBCL which are GCB enriched (50%), COO profiling revealed PTLD to be ABC enriched (43%). CN analyses revealed that the median CN/sample for PTLD (0.57, p<0.001), EBV(+)PTLD (0.25, p<0.001) and EBV(-)PTLD (0.80, p = 0.050) tumors were significantly less aberrant than IC-DLBCL (1.01). The data also showed that EBV(+)PTLD are less aberrant than EBV(-)PTLD tumors (0.25 vs 0.80, p<0.001). GEP pathway analysis identified DNA repair as downregulated in PTLD and EBV(+)PTLD but upregulated in EBV(-)PTLD compared IC-DLBCL. Nine DNA repair genes ( RAD51, CCNA2a, CHEK1b, POLR2Da, PCNAa, WHSC1a, GTF2H3a, ATM c, EP300 c) were differentially expressed (DE) in EBV(-)PTLD compared to IC-DLBCL (7 increased, 2 decreased, p ≤ 0.0425): where the most overexpressed gene RAD51, a critical mediator of Homologous Recombination (HR) and the Fanconi Anemia (FA) DNA repair pathways, was not DE in PTLD or EBV(+)PTLD compared to IC-DLBCL. Five a genes were increased in PTLD (p ≤ 0.0204) but not EBV(+)PTLD, 1 b was decreased in EBV(+)PTLD (p = 0.01) but not PTLD and 2 c were reduced in PTLD regardless of EBV status compared to IC-DLBCL (p ≤ 0.0024). Twenty-8 genes were DE in EBV(+)PTLD compared to IC-DLBCL. Of these, 23 were downregulated (p ≤ 0.0418) and included HR, FA and mismatch repair genes ( CHEK1, CHEK2, BRAC1/FANCS, FANCA, FANCB, FANCE, MSH2, MSH6). All but 2/23 were similarly expressed in PTLD compared to IC-DLBCL of which 11 were significant (p ≤ 0.0356). The five upregulated genes ( ZBTB32, DDB2, NBN, POLB, RBX1, p ≤ 0.0092) were also upregulated in PTLD (p ≤ 0.0042) but not EBV(-)PTLD compared to IC-DLBCL. Two additional genes ( SKP1, FBXW7) were also identified as increased in EBV(+)PTLD and PTLD (p ≤ 0.0204) compared to IC-DLBCL. In contrast, SKP1 was increased (p = 2.7E-4) and FBXW7 was decreased (p = 0.3610) in EBV(-)PTLD compared to IC-DLBCL. Together the protein products of RBX1, SKP1 and FBXW7 comprise the functional cores of a complete UPS complex, the SCF FBXW7 E3 ubiquitin ligase which have been reported to regulate the DNA damage response and promote genomic stability. Conclusions: Like HIV associated DLBCL, these results show that PTLD is more genomically stable than IC-DLBCL, and that genomic stability is further enhanced in EBV(+)PTLD which have increased expression of UPS related genes. In contrast, EBV(-)PTLD have increased expression of DNA damage repair genes, including RAD51. In summary, monomorphic DLBCL PTLD tumors have enhanced genomic stability that appears to be mediated by two distinct mechanisms stratified by EBV status. Further work is required to assess if this stratification of mechanisms is unique to PTLD or reflects a more global immune impaired EBV related signature.
Genomic Stability, DNA Repair and the SKP1-CUL1-F-Box Complex in HIV Associated Diffuse Large B-Cell Lymphoma
Introduction: Previously we demonstrated that HIV associated diffuse large B-cell lymphomas (DLBCL) of Germinal Center B-cell subtype (GCB) are more proliferative, with enhanced genomic stability and increased expression of DNA repair genes, particularly Fanconi anemia (FA) and homologous recombination (HR) genes compared to their HIV negative counterparts (Maguire et al, 2019). It is unknown if this signature is unique to the GCB subtype or if it is also observed in Activated B-cell (ABC) and Unclassified (UNC) DLBCL. Herein we validate our HIV associated GCB DLBCL findings in a larger independent cohort and report for the first time the aberrational profile of molecularly profiled HIV associated ABC DLBCL compared to their HIV negative counterparts respectively. Methods: An independent cohort of 353 DLBCL FFPE cases was assembled, including 125 HIV-DLBCL samples. All samples underwent hematopathological review to confirm diagnosis and determine tumor content. Samples with <60% tumor content were macro-dissected before they were RNA/DNA extracted. Cell of origin (COO) profiles were assessed using the Lymph3Cx molecular assay which can distinguish primary mediastinal B-cell lymphoma (PMBL) like from GCB, ABC and UNC DLBCL (Mottok et al 2018). Copy number (CN) analyses were performed on samples with sufficient DNA (41 HIV neg, 32 HIV pos) using the OncoScan FFPE assay kit and the resulting data analyzed using Chromosome Analysis Suite (ChAS) v4.1 and the multisample viewer module of Reproductive Health Research Analysis Software (RHAS) v1.1. Additional digital gene expression profiling was performed using the Pan-Cancer panel (NanoString, Seattle, WA) customized to include 9 BCL2 family genes for a total of 739 genes and analyzed using the NanoString nSolver Advanced Analysis module. Results: GCB, ABC, UNC and PMBL-like proportions were 50%, 30%, 14% and 6% in HIV unassociated (HIV neg) and 50%, 23%, 25% and 2% in HIV pos tumors respectively, confirming both cohorts were GCB-enriched by molecular profiling. PMBL-like cases were excluded from further analyses. OncoScan CN analyses showed that HIV pos DLBCL were significantly less aberrant than HIV neg DLBCL (median CN per sample 0.56 vs 1.01, p<0.001). HIV pos GCB tumors were significantly less aberrant than both HIV neg GCB tumors (median CN per sample 0.50 vs 1.11, p<0.001), and HIV pos ABC tumors (median CN per sample 0.50 vs 0.81, p=0.009). HIV pos ABC tumors were also less aberrant than HIV neg ABC tumors, however, the difference was not significant overall (median CN per sample 0.81 vs 1.03, p=0.162) or for gain/amplifications (median CN per sample 0.38 vs 0.42, p=0.814), but was borderline significant for loss/deletions (median CN per sample 0.31 vs 0.47, p=0.06). GEP analyses identified Cell Cycle and DNA repair as the top two upregulated pathways in HIV pos GCB tumors compared to HIV neg GCB tumors. In contrast, Cell Cycle and DNA repair were downregulated in HIV pos ABC tumors compared to HIV neg ABC tumors. However, one gene ( RBX1) was identified as significantly upregulated in both pathways in HIV pos GCB (adjusted p-value 0.0215) and HIV pos ABC (adjusted p-value 0.0046) tumors compared to their HIV neg counterparts. A second gene ( SKP1) was also significantly upregulated in HIV pos GCB (adjusted p-value 3.94E-5) and HIV pos ABC (adjusted p-value 0.0031) tumors. Together RBX1 and SKP1 encode the two principal functional subunits of the SKP1, CUL1, F-box protein (SCF) complex which is part of the ubiquitin proteasome system (UPS) and has been reported as essential for maintaining genome and chromosome stability (Thompson et al 2021). Conclusions: These results demonstrate that HIV pos DLBCL tumors are less aberrant than their HIV neg counterparts irrespective of COO subtype. However, the degree of genomic stability differs by COO, with HIV pos GCB tumors being more genomically stable than HIV pos ABC tumors. Although both have enhanced expression of UPS related SCF genes ( RBX1, SKP1), only HIV pos GCB tumors have enhanced expression of key DNA repair genes as well including Fanconi Anemia ( BRCA2/FANCD1, FANCL) and mismatch repair ( MSH2, MSH6) genes (adjusted p-values of ≤ 0.0263). Given the reported role of SCF in genomic stability maintenance, the HIV pos COO CN differences could be due to the contributions of both DNA repair and SCF mechanisms in HIV pos GCB and mainly SCF mechanisms in HIV pos ABC tumors.
Human Immunodeficiency Virus (HIV) Status Drives Diffuse Large B Cell Lymphoma through Oncogenic Signaling Pathways
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.
A Plan for Emergency Shutdown and Reopening for a Consortium of Biobanks
Background: The AIDS and Cancer Specimen Resource (ACSR) is a network of four regional biospecimen repositories and a technical core in the United States and South Africa. Its mission is to acquire, store, and distribute HIV-associated malignancy specimens and related clinical data to support translational research. At the outset of the COVID-19 pandemic, it became apparent that existing ACSR Standard Operating Procedures (SOPs) were not sufficient to ensure long-term maintenance and integrity of inventories during periods of extended shutdown. The ACSR needed an administrative SOP for situations pertaining to epidemics/pandemics. The ACSR Quality Working Group (QWG), comprised of representatives from each of the five ACSR sites and an external member who directs a large university medical center biorepository, addressed the issue. Methods: To understand the individual problems the sites faced, questions were developed to query each of the six QWG sites' contingency plans to cover this type of emergency, the amount of work allowed onsite and by whom, the challenges sites experienced, and the lessons learned to assist with future similar situations, while remaining consistent with the existing IRB protocols. Results: Reported challenges spanned all activities of classical biobanks and differed within the geographical locations of the sites and the local COVID-19 infection rate. Review of the responses to the questions revealed that the general shutdown of society external to the biorepositories presented them with a homogeneous collection of problems, limitations, and needs. This led to creating an SOP that addresses planning for pandemic emergencies, scaling down of activities, shutting down, and reopening plans. Conclusions: The ACSR QWG sites now have a structured response SOP for their sites, including guidance on how to develop and implement an emergency shutdown and reopening plan. The complete SOP is publicly available on the ACSR website.
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.
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.