The differentiation of B cells into antibody secreting plasma cells (PCs) is governed by a strict regulatory network that results in expression of specific transcriptomes along the activation continuum. In vitro models yielding significant numbers of PCs phenotypically identical to the in vivo state enable investigation of pathways, metabolomes, and non-coding (ncRNAs) not previously identified. The objective of our study was to characterize ncRNA expression during human B cell activation and differentiation. To achieve this, we used an in vitro system and performed RNA-seq on resting and activated B cells and PCs. Characterization of coding gene transcripts, including immunoglobulin (Ig), validated our system and also demonstrated that memory B cells preferentially differentiated into PCs. Importantly, we identified more than 980 ncRNA transcripts that are differentially expressed across the stages of activation and differentiation, some of which are known to target transcription, proliferation, cytoskeletal, autophagy and proteasome pathways. Interestingly, ncRNAs located within Ig loci may be targeting both Ig and non-Ig-related transcripts. ncRNAs associated with B cell malignancies were also identified. Taken together, this system provides a platform to study the role of specific ncRNAs in B cell differentiation and altered expression of those ncRNAs involved in B cell malignancies.
RNA-Seq Based Immunoglobulin Repertoire Analysis of Normal Plasma Cells Generated in an in Vitro B Cell Differentiation System
Antibody secreting plasma cells (PCs) play an important role in effective humoral immune responses. The low frequency of bone marrow PCs in humans makes it challenging to obtain sufficient numbers of PCs for biologic studies. Previous studies have employed in vitro model systems to generate cells that morphologically, phenotypically, and functionally resemble normal polyclonal PCs. Gene expression profiles of in vitro generated PCs (IVPCs) mirror their normal counterparts, however to date extensive immunoglobulin (Ig) repertoire analysis of IVPCs is lacking. Here, we used a modified 3-step protocol to generate IVPCs and used RNA-seq to explore the transcriptome with emphasis on the Ig repertoire of plasmablasts and PCs. Total B cells were isolated from 3 normal donors and cultured with various cytokines and the B cell activators CpG ODN and CD40L. RNA was obtained from freshly isolated B cells (Day 0; D0) as well as from Day 4 (D4) plasmablasts, and Day 10 (D10) IVPCs. Morphologically, D10 cells exhibited typical PC morphology, including an eccentric nucleus and perinuclear hof. RNA-seq was performed on total RNA from all 3 donors and time points using the Standard TRuSeq v2 library prep and with paired end sequencing on the Illumina HiSeq 4000 platform. Principle component analysis of gene expression data showed that D0, D4 and D10 cells could be clearly segregated across all 3 normal donors. Of importance, transcripts previously described as distinguishing B cells from PCs were found to be differentially expressed including overexpression of CXCR5, CD19, EBF, CD83, PAX5, IRF8 in D0 B cells and overexpression of IRF4, Blimp-1, XBP1, BCMA, SLAMF7, Syndecan-1, CD38 and CD27 in IVPCs, thus validating our in vitro model for generating PCs. Furthermore, expression of cell cycle related transcripts such as CKS1, CDK1, and CCDN2 followed the pattern of low expression in resting B cells, increased expression in plasmablasts, and decreased expression in IVPCs confirming the cells are actively cycling in a manner comparable to cells in vivo. D10 IVPCs also overexpressed transcripts known to be upregulated during the unfolded protein response. As expected from Ig secreting cells, D10 IVPCs had an over-representation of Ig transcripts. At D0, resting B cells had high levels of IgD and IgM heavy chain (HC) transcripts. At D10, IgM transcripts modestly increased with Log2 fold change (FC) = 3 and as expected, IgD levels decreased significantly (Log2 FC = -2.2). IgA and IgG isotype transcripts significantly increased at D10 (Log2 FC > 6.0) with the IgG4 subtype having the greatest Log2 FC at 8.4. Next we focused on the Ig repertoire of D0, D4, and D10 cells. By aligning to known germline Ig sequences in IMGT/V-Quest (www.imgt.org) and then assembling the paired ends of D0, D4 and D10 Ig transcripts, we were able to analyze the Ig repertoire. Since the Ig HC variable (V) region is encoded by V, diversity (D) and joining (J) segments, only fragments that could be confidently determined were considered. All but 3 IGHV transcripts (IGHV3-35, IGHV3-47 and IGHV7-8) and 2 IGHD transcripts (IGHD4-4 and IGHD5-5) were found and all IGHJ segments were represented across the differentiation spectrum. In D0 cells, the number of unique VDJ combinations ranged from 643 to 863 across all 3 normal samples and increased to a range of 2524 to 2867 in D10 IVPCs. When looking at the differential expression of each VDJ combination from D0 to D10, a pairwise t-test for relative frequency showed that there was no significant change greater than 1%, suggesting the repertoire diversity was not skewed, thus proving the conditions for stimulation were not targeting any one starting B cell. Our data also allowed us to track clonal expansions during differentiation as defined by the increasing frequency of sequences with identical nucleotide sequence in the V region and CDR3 (including D and J regions). Hence, a single sequence could be tracked from D0 to D10. Of interest, in a small sampling of the total available sequences, only those B cells with a mutated IGHV region, characteristic of a memory B cell, went on to expand in this system whereas B cells with an unmutated IGHV did not. Our analysis of the Ig repertoire of IVPCs suggests this system provides a functional model to study Ig repertoire along the B cell differentiation process and further delineate the conditions that may result in a clonal expansion, a hallmark of many hematologic malignancies including multiple myeloma. Disclosures No relevant conflicts of interest to declare.
CRISPR-Mediated Loss of Immunoglobulin Heavy Chain in Multiple Myeloma Cell Line Results in Metabolic Pathway Alterations
Abstract Aberrant over production of monoclonal immunoglobulin is a classic feature of the plasma cell (PC) malignancy multiple myeloma (MM). At diagnosis and more frequently upon relapse, some MM patients present with increased production of monoclonal free light chain (FLC) without a corresponding increase in intact immunoglobulin. This phenomenon is commonly referred to as light chain escape (LCE). As previously described (Walters et al. 2018, Experimental Hematology, Vol 57 p42-49), we have established a monoclonal IgA kappa MM cell line, designated as MC-B11/14, from the bone marrow (BM) aspirate of a 46 year old man diagnosed with MM. This cell line is non-hyperdiploid and possesses an 11;14 chromosomal translocation. Given our long standing interest in immunoglobulin function and secretion, we used CRISPR technology to knock out IgA heavy chain production in an effort to create a model of LCE. Successful knockout (KO) of IgA expression was demonstrated by immunofluorescence, flow cytometry, and western blot. As expected, secretion of intact IgA was undetectable in the MC-B11/14IgA- cells. Notably, no significant difference in morphology, phenotypic markers, or growth patterns was observed between the MC-B11/14WT and MC-B11/14IgA- cells. Examination of drug sensitivity between the MC-B11/14WT and MC-B11/14IgA- cells revealed that the response to pomalidomide treatment was similar between the MC-B11/14WT and MC-B11/14IgA- cells; however, the MC-B11/14IgA- cells were found to be more resistant to treatment with bortezomib. Given that increased bortezomib resistance was the only significant difference detected between the MC-B11/14WT and MC-B11/14IgA- cell lines in our initial study, we decided to take a metabolomics approach to examine whether loss of IgA heavy chain expression may alter cellular metabolism. Metabolomics or the profiling of small molecules is a powerful tool to characterize the metabolome of cells/biological systems and has proven to be useful in identifying alterations that occur in malignancy. In this regard, we employed pathway-specific targeted LC-MS/MS protocols in order to examine over 330 metabolites in 35 metabolic pathways in MC-B11/14WT and MC-B11/14IgA- methanolmetabolite extracts using an Agilent 1290 UPLC-6490 QQQ-MS liquid chromatography mass-spectrometer. Of the 330 metabolites examined, 28 were found to be significantly more abundant in the MC-B11/14IgA- cells compared to MC-B11/14 WT cells while 79 were found to be significantly less abundant. In general, the majority of significant metabolic differences between the two cell lines were found to involve metabolites from various amino acid synthesis pathways. More specifically, the MC-B11/14 WT cell line was found to possess significantly more citraconic acid, anthranilic acid, and homovanillic acid. By contrast, further analysis revealed that the MC-B11/14IgA- cell line was found to possess an 11.5 fold increase of the metabolite 2-hydroxyglutarate (2-HG). 2-HG has previously been shown to act as a competitive antagonist of α-ketoglutarate (α-KG), which results in the inhibition of α-KG-dependent dioxygenases including the JmjC domain-containing histone demethylases (KDMs) and the ten-eleven translocation (TET) family of DNA hydroxylases. Notably, these proteins are known to play a role in histone and DNA demethylation, respectively. Taken together, these data suggest that MM cells that have undergone LCE may also possess an accumulation of 2-HG which could lead to altered patterns of histone and DNA methylation. Given that MM patients who relapse with LCE typically have a poorer prognosis, further investigation of metabolomics in light-chain only expressing cell lines and patients who have relapsed with LCE is warranted. Disclosures No relevant conflicts of interest to declare.
Proteomic and Biological Analysis of Myeloma Cell Derived Extracellular Vesicles
Abstract Intercellular communication between multiple myeloma (MM) cells and the normal bone marrow stroma leads to a modification of the bone marrow microenvironment, which favors tumor progression. New developments in extracellular vesicle (EV) research suggest that this diverse population of vesicles, released by cancer cells including MM cells, express transmembrane proteins and carry cargo that can modify recipient cells in myriad ways. In particular, tumor-derived EVs have been shown to create permissive microenvironments that lead to metastatic colonization by circulating tumor cells. As we have previously shown that MM EVs can enhance proliferation of recipient MM cells, we hypothesize that MM EVs can potentially play a much larger role in MM development and progression. In order to understand the scope of potential EV roles in MM, we executed a comprehensive proteomic analysis of the cargo of MM EVs. We isolated EVs from patient derived MM cell lines that represent the most common genetic variants of this tumor, and used in vitro generated plasma cells (IVPCs) as a reference population. In a first pass analysis, we selected proteins that were expressed ≥3 fold higher in MM EVs than in IVPC EVs, and this analysis identified 306 proteins. Of interest, included in the 306 differentially proteins were several involved in the regulation of cell adhesion such as members of the a disintegrin and metalloprotease domain (ADAM8, 9, 10, 13, 15 and 22) family, which are also associated with inhibition of cell proliferation. Moreover, CEACAM1, PTPRK, and CDH2, which are also linked to cellular adhesion, were also expressed at a higher level in MM EVs. Various proteins linked to myeloma cell biology were likewise found to be over-represented in MM EVs, and these include BCMA, ITGAV, ITGB5, IL6ST (gp130), CD276 (B7-H3), and CD28. As we are most interested in biologically relevant and actionable proteins present uniquely in MM derived EVs, we filtered from our data proteins that were also present in EVs from IVPCs. We further filtered out proteins known to be present in EVs from normal cells. This filtering strategy reduced the number of interesting candidates to 8, which included CD28, MET, TRKC, and ADAM15. Thus far, we have confirmed the presence of these 4 proteins in a panel of MM EVs, and we are currently in the process of validating additional candidate cargo proteins for their biological role in enhancing tumor cell proliferation and/or protection from apoptosis. In summary, EV proteomic analysis of cell lines representing MM genetic subtypes can lead to the identification of biologically relevant proteins transported systemically by EVs as well as suggest novel biomarkers that are easily detectable in plasma and may permit earlier recognition of disease progression in patients with MM. Disclosures No relevant conflicts of interest to declare.
Chemotherapy can induce weight normalization of morbidly obese mice despite undiminished ingestion of high fat diet
Abstract A44: Checkpoint inhibition of adaptive immunity by IL-9 can be disrupted to achieve rapid T cell sensitization and rejection of progressive tumor challenges
Abstract Interleukin 9 (IL-9), the signature Th9 cytokine, is associated with T regulatory cell function, parasite expulsion and allergic airway inflammation. Because IL-9 can promote a tolerogenic/immunosuppressive environment, we used IL-9 knock-out (IL-9ko) mice to estimate the role of endogenous IL-9 in the biology of two aggressive breast cancers, TUBO and 4T1, and CT26 a colon carcinoma. Merely eliminating endogenous IL-9 enabled efficient sensitization of host T cells leading to early rejection of growing tumors. Duplicate tumor challenges simply grew progressively in wildtype mice. Interestingly, tumor rejection occurred without additional vaccines or immunomodulatory therapies. The IL-9ko mice acquired immunologic memory, which actively protected from residual disease and tumor rechallenges. The ability of a normally lethal tumor challenge to stimulate an enduring therapeutic response in IL-9ko mice was linked to the activation of CD8+ T cells, as IL-9ko mice failed to be cured if either CD8+ or CD4+ T cells were depleted. Importantly, T cells from tumor-rejecting IL-9ko mice retained effector competence in wildtype mice, and treatments with neutralizing anti-IL-9 significantly slowed tumor progression in wildtype mice. IL-9 inhibits the immune system's ability to prime effective immunological memory after exposure to growing tumor; it therefore functions as a checkpoint inhibitor of adaptive immunity. Optimization of IL-9 neutralization may play a unique role in immunotherapy. Citation Format: Dominique B. Hoelzinger, Ana Lucia Dominguez, Peter A. Cohen, Sandra J. Gendler. Checkpoint inhibition of adaptive immunity by IL-9 can be disrupted to achieve rapid T cell sensitization and rejection of progressive tumor challenges. [abstract]. In: Proceedings of the AACR Special Conference: Tumor Immunology and Immunotherapy: A New Chapter; December 1-4, 2014; Orlando, FL. Philadelphia (PA): AACR; Cancer Immunol Res 2015;3(10 Suppl):Abstract nr A44.
Abstract 3640: IL-9 is involved in the establishment of a tolerogenic milieu that prevents anti-tumor immunity
Abstract IL-9 is a Th2 cytokine associated with T regulatory cell function, parasite expulsion and allergic airway inflammation. In many tumors IL-9 contributes to the establishment of a tolerogenic / immunosuppressive environment or acts directly to drive tumor growth, whereas in melanomas it inhibits tumor growth. Little is known about the effect of IL-9 in breast cancer biology. Here we show that IL-9 is a key factor in establishing a permissive growth environment for two murine breast cancer cells lines: TUBO cells that express Her2/neu and 4T1 cells that resemble aggressive, triple-negative breast cancers. We observed that TUBO cells were rejected by 78%, and 4T1 cells by 68% of IL-9 -/- (IL-9ko) mice, and that in the remaining mice the tumors developed later and grew slower than in WT mice. Tumor rejection is CD8+ T cell dependent and is capable of producing a memory response against tumor rechallenge. Delayed depletion of CD8+ T cells in mice that had rejected 4T1 cells showed no tumor growth in 63 % of the mice, suggesting that in these mice the tumor had been completely eradicated and was not held in stasis by immune surveillance. Furthermore we found a 3.7 fold increase (p=0.007) in the number of activated CD8+ T cells derived from IL-9ko mice rejecting tumors as compared to CD8+ T cells from tumor bearing WT mice. More importantly, the transfer of activated splenocytes from IL-9ko mice led to tumor rejection in WT mice (p<0.001). Moreover, WT mice treated with neutralizing anti-IL-9 evidenced slower 4T1 tumor growth compared to untreated and isotype control antibody treated mice. These data suggest that IL-9 neutralization should be examined as an adjuvant to immunotherapeutic or chemotherapeutic approaches. Supported by the NCI : CA155295 Citation Format: Dominique B. Hoelzinger, Ana Lucia Dominguez, Peter A. Cohen, Sandra J. Gendker. IL-9 is involved in the establishment of a tolerogenic milieu that prevents anti-tumor immunity. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 3640. doi:10.1158/1538-7445.AM2014-3640
Inhibition of Adaptive Immunity by IL9 Can Be Disrupted to Achieve Rapid T-cell Sensitization and Rejection of Progressive Tumor Challenges
Regulatory T cells (T reg cells) are characterized by the expression of the forkhead lineage-specific transcription factor Foxp3, and their main function is to suppress T cells. While evaluating T reg cells, we identified a population of Foxp3-positive cells that were CD11b+F4/80+CD68+, indicating macrophage origin. These cells were observed in spleen, lymph nodes, bone marrow, thymus, liver, and other tissues of naive animals. To characterize this subpopulation of macrophages, we devised a strategy to purify CD11b+F4/80+Foxp3+ macrophages using Foxp3-GFP mice. Analysis of CD11b+F4/80+Foxp3+ macrophage function indicated that these cells inhibited the proliferation of T cells, whereas Foxp3− macrophages did not. Suppression of T cell proliferation was mediated through soluble factors. Foxp3− macrophages acquired Foxp3 expression after activation, which conferred inhibitory properties that were indistinguishable from natural Foxp3+ macrophages. The cytokine and transcriptional profiles of Foxp3+ macrophages were distinct from those of Foxp3− macrophages, indicating that these cells have different biological functions. Functional in vivo analyses indicated that CD11b+F4/80+Foxp3+ macrophages are important in tumor promotion and the induction of T reg cell conversion. For the first time, these studies demonstrate the existence of a distinct subpopulation of naturally occurring macrophage regulatory cells in which expression of Foxp3 correlates with suppressive function.
Blockade of CCL1 Inhibits T Regulatory Cell Suppressive Function Enhancing Tumor Immunity without Affecting T Effector Responses
Abstract Intratumoral accumulation of T regulatory cells (Tregs) creates an immunosuppressive environment that reduces the efficacy of antitumor immunotherapy. The immunosuppressive milieu within tumors is largely brought about by the presence of Tregs, which maintain self-tolerance by directly inhibiting T cells, NK cells, and dendritic cells. Depletion of Tregs enhances antitumor immune responses; however, current depletion therapies also affect the function of CD4 and CD8 T effector cells. Previous studies from our laboratory indicate that intratumoral delivery of CpG-ODN strongly reduces the levels of Tregs within the tumor, which is mainly mediated by IL-6. Because IL-6 promotes growth of some human cancers, alternate pathways to inactivate Tregs were sought through microarray analysis, resulting in gene candidates that can be exploited to modulate the function of Tregs. Analysis of these candidates indicates that neutralization of chemokine (C-C motif) ligand 1 (CCL1) prevented de novo conversion and suppressive function of Tregs without affecting the function of T effector cells. The combination of CpG-ODN and anti-CCL1 treatments induced complete rejection of tumors in BALB-neuT tolerant mice, and result in the generation of long-term protective memory responses. Tumor rejection correlated with changes in the lymphocyte composition within the tumor; we observed decreased Treg numbers and a concomitant accumulation of tumoricidal cells such as CD8+NKG2D+ and NK cells. These studies demonstrate that neutralization of CCL1 can be used as an adjuvant to antitumor immunotherapy, as a means of reversing the immunosuppressive function of Tregs without compromising T cell effector function.