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Transgenic mouse model of IgM+ lymphoproliferative disease mimicking Waldenström macroglobulinemia

Waldenström macroglobulinemia (WM) is a low-grade incurable immunoglobulin M+ (IgM+) lymphoplasmacytic lymphoma for which a genetically engineered mouse model of de novo tumor development is lacking. On the basis of evidence that the pro-inflammatory cytokine, interleukin 6 (IL6), and the survival-enhancing oncoprotein, B cell leukemia 2 (BCL2), have critical roles in the natural history of WM, we hypothesized that the enforced expression of IL6 and BCL2 in mice unable to perform immunoglobulin class switch recombination may result in a lymphoproliferative disease that mimics WM. To evaluate this possibility, we generated compound transgenic BALB/c mice that harbored the human BCL2 and IL6 transgenes, EμSV-BCL2-22 and H2-Ld-hIL6, on the genetic background of activation-induced cytidine deaminase (AID) deficiency. We designated these mice BCL2+IL6+AID− and found that they developed—with full genetic penetrance (100% incidence) and suitably short latency (93 days median survival)—a severe IgM+ lymphoproliferative disorder that recapitulated important features of human WM. However, the BCL2+IL6+AID− model also exhibited shortcomings, such as low serum IgM levels and histopathological changes not seen in patients with WM, collectively indicating that further refinements of the model are required to achieve better correlations with disease characteristics of WM.


INTRODUCTION
Waldenström macroglobulinemia (WM) is a low-grade lymphoplasmacytic lymphoma (LPL) associated with a monoclonal immunoglobulin M (mIgM) in the serum. LPL is composed of a mixture of malignant B-cells whose differentiation status ranges from small B lymphocytes to mature plasma cells. 1 Prominently included is a fraction of B cells with intermediate cytological features, designated lymphoplasmacytic cells. 2 LPL does not always lead to WM because it produces, in~5% of cases, either a mIg that is not of the M class (IgA4IgG) or no Ig at all (non-secretory variant). Conversely, a serum 'IgM spike' is not always caused by LPL because other B-lineage tumors including marginal zone B-cell lymphoma 3 and, in rare cases, IgM myeloma 4 are also associated with the laboratory finding. In summary, even though LPL does not always lead to WM and the detection of a serum IgM paraprotein is not pathognomonic for the disease, WM is always caused by IgM + LPL.
Despite unprecedented progress in elucidating the natural history of WM, 5 our understanding of the disease remains superficial-particularly with regard to etiology and genetic predisposition, 6 the precise nature of the precursor cell 7 and the molecular pathway of its malignant transformation. 8 Likewise, despite significant recent improvements in treatment options for patients with WM, 9 a complete remission is rarely achieved and the neoplasm remains incurable in the great majority of cases. 10 Further therapeutic advances and the closure of pathophysiological knowledge gaps may depend in no small measure on the development of an accurate, genetically engineered mouse model (GEMM) of human IgM + LPL in which WM-like neoplasms develop predictably with short latency and high tumor incidence. 11 With that goal in mind and with evidence in hand that the proinflammatory cytokine, interleukin 6 (IL6), and the survivalenhancing oncoprotein, B cell leukemia 2 (BCL2), have important roles in the biology and genetics of WM, [12][13][14][15] we hypothesized that the enforced expression of IL6 and BCL2 in mice unable to undergo Ig class switch recombination (CSR) might be a useful first step toward designing a GEMM of human IgM + LPL. Thus, we generated compound transgenic mice that harbored the human BCL2 transgene, EμSV-BCL2-22 16 (henceforth called BCL2 + ), and the human IL6 transgene, H2-L d -hIL6 17 (IL6 + ), on the plasmacytoma susceptible background of BALB/c (C) 18 -additionally rendered deficient in activation-induced cytidine deaminase (AID) due to homozygosity for a null allele of the AID-encoding gene, Aicda (AID − ). 19 Based on our previous experience with tumor induction studies in BCL2 + , 20 IL6 + 21, 22 and AID − 23 mice, we postulated that the newly generated strain, henceforth called BCL2 + IL6 + AID − , may be prone to IgM + lymphomas that recapitulate important features of human WM.
Here we show that this expectation was met in some but not all respects. For example, although IgM + lymphoproliferation including LPL-like neoplasia was fully penetrant in BCL2 + IL6 + AID − mice, serum IgM levels were low compared with patients with WM and serum IgM spikes were rarely seen. Overcoming these deficiencies may require introduction of the hallmark WM MYD88 L265P point mutation 24 to the BCL2 + IL6 + AID − model, which may be accomplished by crossing in a newly developed conditional transgene harboring this mutation. 25 A complementary approach may be lentiviral gene transduction of BCL2 + IL6 + AID − B-cells with CXCR4 WHIM mutant alleles 26,27 followed by adoptive transfer (AdT) of the modified B cells to a suitable host in which lymphoma formation takes place-as recently shown for AdT models of human myeloma. [28][29][30]

MATERIALS AND METHODS Mice
Compound transgenic BCL2 + IL6 + AID − mice carry two dominant oncogenes, EμSV-BCL2-22 (BCL2 + ) 16 and H2-L d -IL6 (IL6 + ) 17 on the genetic background of BALB/c (C). In addition, the mice are homozygous for a null allele of the AID-encoding gene, Aicda (AID − ). 31 BCL2 + IL6 + AID − mice were bred according to the scheme in Supplementary Figure 1a. This involved several intermediate strains, including BCL2 + AID − and IL6 + AID − , used as controls. Genotyping relied on PCR (Supplementary Figure 1b). Mice were housed in the University of Iowa (UI) Animal Resource Center. All procedures involving mice were approved under IACUC Protocol 0701007.

Histopathology and immunohistochemistry
At necropsy, a standard panel of tissues, including lymphoid organs (lymph nodes and spleen) and parenchymatous organs (liver, kidney), was harvested, fixed in formalin and embedded in paraffin. Tissue sections (4 μm) were deparaffinized, rehydrated and stained with hematoxylin and eosin. For immunohistochemistry, specimens were labeled for 2 h in blocking buffer (2.5% BSA, 5% goat serum, and 0.3% Triton X-100 in PBS) using antibodies described in the Supplementary Material and Methods section. Immunoreactivity was visualized using the Vecta ABC kit and DAB reagents (Vector Laboratories).

Molecular, cytogenetic and flow cytometric tumor studies
Global gene expression profiling (GEP) relied on Illumina Mouse WG-6 v2.0 (San Diego, CA, USA) Bead Chips and data analytical approaches described elsewhere. 32 NFκB DNA-binding activity was determined with the help of EMSA. 33 Western blotting followed a recently published protocol 34 using antibodies listed in Supplementary Material and Methods. Capillary-based Sanger sequencing of Myd88 L252 and flanking regions relied on an ABI 3730xl (Thermo Fisher Scientific, Foster City, CA, USA) instrument provided by the HCCC Genomics Core. FISH was performed on metaphase chromosomes using gene-specific probes for Igh and Myc. 23 Images were acquired using a DMRXA epifluorescence microscope equipped with a Sensys charge-coupled device camera (Roper Scientific, Trenton, NJ, USA). Surface expression of B cell and plasma cell markers was analyzed with the help of a FACSCanto II flow cytometer (Becton Dickinson (BD), San Jose, CA, USA) 35 and antibodies in Supplementary Material and Methods. Nonspecific Ab binding was blocked using rat serum (Jackson Immunoresearch, West Grove, PA, USA) and 10 μg 2.4G2 (BioXCell, West Lebanon, NH, USA). Data were analyzed using FlowJo (Tree Star, Ashland, OR, USA).

Serum immunoglobulins, viscosity, cytokines and chemokines
Serum immunoglobulin levels were analyzed by ELISA. 36 Whole blood was collected from mice at necropsy, using heart puncture. Blood samples were centrifuged at 14 000 r.p.m. for 5 min. After centrifugation, serum was removed and frozen until the time of analysis. Searchlight Arrays (Aushon Biosystems, Billerica, MA, USA) were used to determine cytokine and chemokine levels. Serum viscosity measurements relied on a calibrated laboratory capillary viscometer (UI Diagnostic laboratories service (Iowa City, IA, USA). FDG-PET/CT analysis Integrated 18 F-fluorodeoxyglucose positron emission tomography (FDG-PET) and computed tomography (CT) scanning of mice relied on an Inveon small-animal PET/CT/SPECT imaging system (Preclinical Solutions, Siemens Healthcare Molecular Imaging, Knoxville, TN, USA), as previously described. 37 Images were analyzed using PMOD v3.2 software (PMOD Technologies, Zurich, Switzerland). To better appreciate tumor contours in anatomical context, 3D reconstructions of PET and CT modalities were generated using independent software (Inveon Research Workplace, Siemens).

RESULTS
AID deficiency on the genetic background of C accelerates a BCL2 + IL6 + -driven B-cell disorder To determine whether enforced transgenic expression of BCL2 and IL6 acts synergistically with loss of activation-induced cytidine deaminase (AID) to promote the expansion and malignant transformation of IgM-producing B lymphocytes, AID-deficient BALB/c (C) BCL2 + IL6 + AID − mice were monitored at weekly intervals for signs of tumor development, such as declining health status parameters and peripheral lymph node enlargements ( Figure 1a). Twenty-two of 22 (100%) mice developed advanced disease requiring euthanasia for humane reasons at a median age of 93 days (mean 93.3 ± 19.0 days; range 62-139 days; Figure 1b, red curve). Disease progression in an AID-proficient control group of BCL2 + IL6 + AID + mice (n = 18) was significantly slower (median survival 123 days; mean survival 120 ± 17.6 days; range 91-148 days) based on Mantel-Cox log-rank analysis (P = 0.0004; Figure 1b, black curve). Accelerated disease onset in the AID − cohort was somewhat surprising given that, in agreement with the well-established mutagenic role of AID, 38 loss of AID function has been demonstrated to inhibit malignant B-cell development in mice. 23,39 Supplementary Figure 2 shows that the AID − -dependent promotion of BCL2 + IL6 + -driven disease was attributable to the strong genetic collaboration of AID − with enforced expression of BCL2 (P o10 − 4 ), overriding the opposing but relatively weak interaction of AID − with transgenic expression of IL6 (P = 0.0591). The result depicted in Figure 1b demonstrated the complete genetic penetrance of BCL2 + IL6 + -driven disease regardless of AID status and indicated that AID functions like a classic tumor suppressor in this specific genetic context.
Most BCL2 + IL6 + AID − mice succumb to lymphoproliferation, not frank lymphoma Gross pathological assessment at necropsy revealed pronounced splenomegaly and lymphadenopathy in all mice included in Figure 1b (Figure 1c). Irrespective of AID status, the mean spleen weight was increased more than 10-fold: in AID-deficient mice (1.74 ± 0.74 g; n = 18) more severely (by~50%) than in AIDproficient mice (1.15 ± 0.74 g; n = 18; Po0.05, Mann-Whitney t test).   Figure 2. BCL2 + IL6 + AID − mice bearing enlarged lymphoid tissues contain increased amounts of serum IgM and express IgM on the surface of B cells. (a) Elevated IgM (1050 ± 39 μg/ml) but not IgG and IgA in the blood serum of BCL2 + IL6 + AID − mice (black bars). Tumorbearing BCL2 + IL6 + AID + mice (white bars) exhibited elevations of all 3 isotypes; that is, mean IgM (560 ± 65 μg/ml), IgG (27.9 ± 1.49 mg/ml) and IgA (2.46 ± 0.502 mg/ml) were 5.6, 140 and 276 times higher than the corresponding values in normal age-matched BALB/cByJ mice. The normal reference values, taken from The Jackson Laboratory's Mouse Phenome Database (Bar Harbor, ME, USA), are indicated by short red lines in the graphs' y-axes: IgM,~100 μg/ml; IgG,~200 μg/ml; IgA, 8.9 μg/ml. (b) Unchanged serum viscosity in diseased BCL2 + IL6 + AID − mice (0.561 ± 0.0717 centipoise, n = 7, closed circles) compared with age-matched normal C mice (0.622 ± 0.101 centipoise, n = 3, open circles). Measurements relied on a standard laboratory viscometer. (c) Flow cytometric analysis of surface IgM expression on B cells. Forward scatter (FSC) and side scatter (SSC) gated splenocytes were labeled with antibodies to the B-cell marker B220 and the plasma cell marker CD138 in order to identify B220 + CD138 + plasmablasts and B220 − CD138 + plasma cells (left panels). Staining of CD138 + cells with antibodies to Ig heavy chains revealed immunoreactivity to IgM, but not to IgG or IgA (right panel). Figure 1d, using an abdominal lymph node as the example. Supplementary Figure 3a depicts low-power images of the same node, demonstrating that incipient lymphomas were surrounded by hypertrophic B-cell follicles identified by immunostaining for PAX5. A peripheral lymph node from a different case demonstrated another consistent feature of lymphoproliferation in AIDdeficient mice: aggregates of aberrant CD138 + plasmablasts and plasma cells in the vicinity of enlarged follicles (Supplementary Figure 3b). The expanded population of these cells in the medullary areas of the lymph nodes and red pulp of the spleen (not shown) may represent extrafollicular accumulations that develop without the requirement for germinal center passage-as seen in tissues of autoimmune mice 40 and likely promoted by IL6. 41 On the basis of criteria described in the Bethesda classification of lymphoid neoplasms in laboratory mice, 42 the histopathological changes seen in BCL2 + IL6 + AID − mice were classified as a novel type of B-lymphoproliferative disorder that generates LPL-like lesions. However, the apparent lack of transplantability from these lesions together with PCR-based evidence that B-cell expansion was polyclonal in the majority of cases (results not shown) indicated that transformation to fully malignant B cells was incomplete. Thus, most BCL2 + IL6 + AID − mice expire due to lymphoproliferative disease before frank lymphoma is manifested. BCL2 + IL6 + AID − mice harbor elevated serum IgM levels but lack IgG and IgA ELISA was used to determine whether BCL2 + IL6 + AID − mice exhibited changes in serum Ig patterns that mimic the hyper-IgM syndrome of patients with WM. Serum samples (n = 14) contained significant amounts of IgM (1.05 g/l on average) and, as expected, essentially no IgG and IgA (Figure 2a). In contrast, IgG and IgA were markedly elevated in BCL2 + IL6 + AID + mice (n = 14). Although mean IgM in BCL2 + IL6 + AID − mice was~10-fold higher than in normal agematched controls (~0.1 g/l), the absolute levels of IgM were modest compared with patients with WM. 26 This was consistent with both the absence of serum M-spikes in the great majority of mice (Supplementary Figure 4) and normal serum viscosity (0.561 centipoise on average) relative to the age-matched normal mice used as controls (0.622 centipoise; Figure 2b). In agreement with the ELISA results, flow cytometric evaluation of CD138 + plasmablasts and plasma cells from an enlarged lymph node of a BCL2 + IL6 + AID − mouse demonstrated surface expression of pre-switch μ heavy chain but lack of post-switch α or γ chains (Figure 2c). The analysis of four lymphoid tissues (spleen and cervical, axillary and inguinal lymph nodes) from two additional mice demonstrated the remarkable consistency of IgM expression (Supplementary Figure 5); that is, even on the background of massive BCL2 + IL6 + -driven B-cell Up and downregulated genes are indicated in red and blue, respectively. Illumina microarray data were processed using GenomeStudio v1.9.0 (Illumina). Raw expression values were normalized using the quantile method and assessed for genes with differential expression based on analysis of variance (ANOVA). Probe set values were normalized to a mean of zero (mean centered) and a standard deviation of one. The false discovery rate (FDR) was then applied to adjust P-values for Multiple test correction. Differentially expressed genes were selected with thresholds based on FDRadjusted P-values smaller than 0.01 and fold changes larger than 2 or smaller than − 2. (b) Shown on the right is a heat map of the top-50 ANOVA-selected genes found to be differentially expressed in the AID + and AID − samples included in panel a. Shown on the left is a bar graph of fold expression changes of the top 10 up or downregulated genes (labeled below and above the x-axis, respectively). (c) Presented to the left is a gene set enrichment analysis-generated enrichment plot of a genetic pathway, GNF2_LYN, that distinguished AID + and AID − samples and contained Myd88 as a core enrichment gene upregulated in the AID − sample. Depicted to the right is a heat map of the expression of GNF2_LYN enrichment genes in AID + and AID − tissues. The enrichment core (12 genes) is indicated by a green vertical line that is labeled with gene symbols. The location of Myd88   Line WM-like disease in transgenic mice VS Tompkins et al expansion, AID − was not 'leaky' in its ability to abrogate Ig class switch recombination.

Histological analysis of hematoxylin and eosin-stained tissue sections of AID-deficient mice revealed a mixture of aberrant B lymphocytes, including large numbers of germinal center (GC)-like cells (centroblasts and immunoblasts), immature plasma cells (plasmablasts) and fully differentiated plasma cells. A representative high-power image of this cell population is shown in
GEP of IgM + lymphoproliferative disease points to MYD88/NFκB activation Microarray-based GEPs of lymphoid tissues from AID-deficient BCL2 + IL6 + AID − mice (n = 18) and AID-proficient BCL2 + IL6 + AID + mice (n = 17) were used to glean insights into the genetic network of IgM + lymphoproliferation. Analysis of variance and multi-test correction revealed 736 differentially expressed gene sets, using a cutoff of ⩾ 2-fold expression change and a false discovery rate (FDR) of ⩽ 1% (Figure 3a). The top 50 genes differentially expressed in AID + vs AID − samples are presented as a heat map map in Figure 3b, right. Unsurprisingly, genes over-expressed in AID + included post-switch Ig heavy chain genes, such as Ighg, which was 135-fold elevated compared with AID − , and LOC100047788 (secreted γ2a heavy chain), which was 80-fold elevated. Prominently upregulated in AID − samples were immune genes, including the B-lymphocyte differentiation marker Cd40, the MHC class II invariant chain CD74, and the chemokine Ccl4 NFκB activation is not caused by WM-typical Myd88 L252 mutation EMSA was used to determine the IκB kinase (IKK)-dependent NFκB DNA-binding activity in 10 enlarged lymphoid tissues each of AID + and AID − mice. Despite considerable sample-to-sample variability in both groups, the average NFκB DNA-binding activity was significantly elevated in the AID − samples (Figure 4a). In accordance with that, immunoblotting of five AID + and four AID − tissues revealed increased amounts of the NFκB transcription factor, p65, in the former (Figure 4b, top panel, indicated by red rectangle and arrowhead). In addition, AID − samples contained increased levels of pSTAT3, ERK and MYD88 by comparison with their AID + counterparts. AID-dependent differences in interleukin-1 receptor associated kinases (IRAK1, 2 and 4) and TAK1 (TGF-β activated kinase 1 a.k.a. NR2C2, result not shown)-critical pathway regulators downstream of MYD88 and upstream of IKK -were not observed (Figure 4b). These findings suggested that the NFκB/STAT3 axis is activated in BCL2 + IL6 + AID − B cells, as previously seen in MYC-driven B-lymphomas. 33 Considering that NFκB signaling is constitutively activated in human WM by virtue of the MYD88 L265P mutation, the findings also raised the question as to whether the same mutation might occur in the mouse model. Sanger sequencing of the corresponding mouse codon, Myd88 L252 , in 19 independent tissue specimens demonstrated that this was not the case (Figure 4c). Hence, elevated NFκB activity in the BCL2 + IL6 + AID − model is not achieved by a WM-typical Myd88 mutation.
IgM + lymphoproliferation undergoes major expansion at extra-medullary tissue sites Histological examination of disease-bearing BCL2 + IL6 + AID − mice (Figure 5a) invariably demonstrated enlarged lymphoid tissues  Competition studies ascertained the result, as incubation of nuclear extracts with 30-fold excess unlabeled competitor probe abolished the constitutive NFκB activity, whereas incubation with unlabeled probe containing a mutation that disabled NFκB binding did not (results not shown). (b) Western blotting of Myd88/ NFκB/Stat3 pathway proteins in 5 AID + (lanes 1-5) and 4 AID − (lanes 6-9) tissues. Increased protein levels in AID − samples (indicated by red arrowheads) were seen in case of the NFκB transcription factor p65, Erk, pStat3 and Myd88. Indicated by red question marks are putative increases in AID − specimens that exhibited significant sample-to-sample variability. Increased expression of Myd88/p65, in conjunction with Stat3 activation, may reflect the signaling crosstalk that we previously observed in malignant, Myc-transgenic B cells. 33 (c) Sanger sequencing of mouse Myd88 L252 and flanking regions. The leucine-encoding mouse CTG codon 252 corresponds to the human 265 codon, MYD88 L265 . The wild-type status of Myd88 L252 was confirmed in 19 of 19 tumor specimens from BCL2 + IL6 + AID − mice (represented in blue at the bottom). Thus, there was no evidence for the leucine-to-proline substitution, L265P, which is caused by a highly recurrent T-to-C mutation in human WM.
containing hyperactive B220 + follicles and extensive extrafollicular accumulations of CD138 + lymphoplasmacytic cells. The changes are illustrated by Peyer's patches (Figure 5b) that harbored large B220 + follicles (top panel), with the majority of cells undergoing proliferation (based on immunoreactivity to Ki67; center) and CD138 + cells piling up in interfollicular areas (bottom). At time of sacrifice, all mice had progressed to a systemic dissemination pattern characterized by dense lymphoplasmacytic infiltrates in bone marrow, kidney, lung, liver (Supplementary Figure 6) and other organs. An unexpected but recurrent observation (five cases) was histiocytic sarcoma of the spleen (Supplementary Figure 7), a pathology not seen in patients with WM but reported for follicular lymphoma. 43 Integrated FDG-PET and CT imaging 37 was employed in three mice with advanced disease to measure the extent of lymphoproliferation in an objective and lesionspecific manner. Figure 6a, left, shows a maximum projection coronal PET image (MIP) and three-dimensional rendering of fused PET/CT images (3D) of one diseased mouse next to a control (right). The bar diagram in the center demonstrates that peak metabolic activity, determined as total lesion glycolysis (TLG), occurred in the mesenteric lymph node (Figure 6a, right; it occurred in the spleen in the two other cases as shown in Supplementary Figure 8). These results indicated that the IgM + lymphoproliferative disease in BCL2 + IL6 + AID − mice is a metabolically active process that results in massive lymphoid tissue expansion at extra-medullary sites.
Disease-bearing BCL2 + IL6 + AID − mice are anemic and exhibit serum cytokine changes seen in patients with WM Clinical features of WM include changes of peripheral blood, such as anemia, leukocytosis and increased levels of cytokines and chemokines. 11 Peripheral blood samples from BCL2 + IL6 + AID − mice (n = 12) demonstrated similar alterations (Supplementary Table 1), including anemia characterized by a decrease in red blood cells, hemoglobin and hematocrit and a compensatory increase in reticulocytes (Figure 6b, left). White blood cell counts revealed moderate increases in lymphocytes, neutrophils and eosinophils and a pronounced elevation of basophils-all consistent with features of leukocytosis seen in patients with WM ( Figure 6, right). Following up on a landmark report on the cytokine and chemokine milieu in human WM, 15 serum levels of 20 cyto-and chemokines were measured in BCL2 + IL6 + AID − mice (n = 12; Supplementary Table 2). Chemokine (C-C motif) ligand 5 (CCL5) -an important activator of the IL6/IgM axis in WM-was as highly upregulated in mice (5.24-fold) as in WM (Figure 6c). Similarly, just like in WM, in which soluble IL-2 receptor (sIL-2R) was among the five most highly elevated cytokines, the mice exhibited a nearly three-fold increase in IL-2Rα. Other cytokines exhibited the same trend in humans and mice, but the extent was different; for example, mice demonstrated a highly significant,~10-fold increase in soluble IL-1 receptor alpha, whereas WM patients showed only a small increase (not significant). These results established important parallels between the lymphoid tissue microenvironment of the BCL2 + IL6 + AID − model and the tumor microenvironment (TME) in human WM. Genetic pathways operating in aberrant BCL2 + IL6 + AID − B-cells B-cell fractionation was combined with GEP to assess genetic pathways that specifically operate in BCL2 + IL6 + AID − B cells or their microenvironment. Specimens of enlarged lymphoid tissues were halved, with one half being used for magnetic bead isolation of B220 + B-cells and determination of the 'B-cell' GEP. The other half was left intact and used to determine the 'whole-tissue' (WT) GEP. Comparison of 8 B-cell and 18 WT profiles uncovered 1110 differentially expressed gene probes with fold change ⩾ 2 at FDR 0.01 (Figure 7a). The top 10 genes up-regulated in B220 + cells included the important B-cell genes Blk, Cd19 and Cd22, whereas the top 10 genes downregulated in this sample (up in stroma) encoded proteins that one might expect to function mainly in the microenvironment: LYZ (lysozyme), TIMP1 (metalloproteinase inhibitor), SERPING1 (extracellular matrix protein), ARG1 (arginase, an important immune modulator in macrophages), CHIA (chitinase) and RARRES2 (retinoic acid pathway; results not shown). Next, the rank-ordered GEP of the B220 + B-cell sample was subjected to gene set enrichment analysis using the KEGG, Wikipathways, Netpath and Reactome online repositories. This revealed B-cell receptor signaling (implicated twice) and IL4 and IL6 signaling as the top four activated pathways ( Figure 7b). MYC (c-myc)-related pathways were conspicuously absent, but this was consistent with the lack of AID-dependent cytogenetic Myc-Igh rearrangement (chromosomal 12;15 translocation) 44,45 seen in three of three tumors (Figure 7c). Finally, cross-species genetic pathway likelihood scores 29 were determined to quantify the relatedness of the BCL2 + IL6 + AID − B cell to malignant B cells in humans. Figure 7d shows, firstly, that the mouse B-cells resembled the WM-derived B cells (WM-BC) more closely than the WMderived plasma cells (WM-PC). Secondly, the similarity to CLL was greater than to myeloma-a reminder of the significant overlap of gene expression patterns of WM and CLL, discovered in the early days of WM genomics. 12 Genetic pathways governing the tissue microenvironment An indirect, subtractive approach was employed to evaluate the gene expression signature of the tissue microenvironment of BCL2 + IL6 + AID − mice. The 1100 genes differentially expressed in WT and B-cell samples ( Figure 7a) were compared with genes differentially regulated in WT vs normal resting (n = 1155) and proliferating B cells (n = 1663). A comparison of resting and activated B cells (1510 differentially expressed genes) was also included to facilitate the distinction of normal B-cell proliferation genes and genes operating in the microenvironment. The Venn diagram in Figure 8a, which depicts the overlap of the four pairwise comparisons described above, highlights a subset of 339 gene probes (indicated in red) that were common to all WT vs B-cell comparisons but absent in the normal proliferation signature. This subset is postulated to constitute the core signature of the tissue microenvironment of BCL2 + IL6 + AID − mice. The heat map in Figure 8b demonstrates that the great majority of signature genes are up-regulated in WT samples but downregulated in B-cell samples. IPA placed many genes in canonical pathways tightly associated with stromal cell function: fibrosis, myeloid cell trafficking, inhibition of matrix metalloproteases, complement and immune and acute phase responses (Supplementary Figure 9a). T-cell pathways were also overrepresented in the IPA output (10 of 26 (40%) top pathways), suggesting that T-lymphocytes have an important role in shaping the BCL2 + IL6 + AID − microenvironment. In addition, IPA's network analysis tool revealed the NFκB complex as a crucial network hub (Supplementary Figure 9b), whereas IPA's upstream regulator analysis tool identified MYD88 as the top proximal regulator in the TME (Figure 8c). These findings provided additional support for the contention that the tissue microenvironment of the BCL2 + IL6 + AID − model shares important features with the TME of human WM.

DISCUSSION
The main finding of this study is the development of a mouse model of an IgM + lymphoproliferative disorder that recapitulates important features of human WM. IgM + lymphoproliferation and, in at least two cases with serum IgM M-spikes, incipient LPL-like neoplasms arose in BCL2 + IL6 + AID − mice with full genetic penetrance (100% incidence) and relatively short latency (~3month survival), progressed with a predominantly extra-medullar growth pattern (splenomegaly and lymphadenopathy) and exhibited molecular genetic traits (MYD88/NFκB activation) that overlapped with human WM. Although IgM + lymphoproliferations and B lymphomas demonstrating lymphoplasmacytic features have been observed in laboratory mice in the past-for example, in C mice deficient in Fas signaling, 46,47 NSF.V + mice congenic for an ecotropic murine leukemia virus 48,49 and mice in which the Trp53-encoded tumor suppressor, p53, had been specifically inactivated in mature B-cells 50 -none of these models mimic human WM as consistently as the BCL2 + IL6 + AID − model. As such, the new strain of mice defines an important milestone towards the development of a faithful preclinical model system of WM pathogenesis. Strain BCL2 + IL6 + AID − mice, which will be freely distributed to qualified investigators upon request, have been cryopreserved at The Jackson Laboratory (Bar Harbor, ME, USA) on behalf of the International Waldenstrom's Macroglobulinemia Foundation.
A surprising result of this investigation was the diseasepromoting role of AID deficiency (AID − ) in BCL2 + IL6 + mice. Previous tumor induction studies using AID − mice that carried a Bcl2l1 (ref. 23) or BCL6 (ref. 39) transgene demonstrated the opposite result; that is, AID deficiency slowed the development of B-cell cancers. An indication of decelerated oncogenesis was also observed in this study upon comparison of AID-deficient IL6 + AID − mice (303 days median survival) and AID-proficient IL6 + AID + mice (220 days, P = 0.0591, Supplementary Figure 2a). However, this trend was overpowered by the striking AID − -dependent tumor acceleration seen upon comparison of BCL2 + AID − mice (216 days) and BCL2 + AID + mice (384 days, P o10 − 4 ). Thus, in compound BCL2 + IL6 + AID − transgenics, AID − -dependent acceleration of BCL2 + -driven lymphoproliferation appears to overcompensate for AID − -dependent deceleration of IL6 + driven lymphoproliferation. While it is possible that AID deficiency enhances the level of inflammation, possibly leading to a larger pool of replicating, longlived, BCL2-transgenic lymphocytes, the underlying mechanism is not known. It may involve the special cytokine/chemokine milieu of BCL2 + IL6 + AID − mice, other yet-to-be-elucidated features of the TME, or differences in precursor cells targeted for malignant transformation (for example, GC B-cells in case of AID + vs pre-GC B cells in case of AID − ). More work is needed to evaluate these possibilities.
The BCL2 + IL6 + AID − model exhibits several shortcomings that should be acknowledged. First, among these is that it was designed as a phenocopy (not a genocopy) of human WM, with generation of IgM + LPL-like tumors as the primary goal. Since this required abrogation of Ig isotype switching in tumor precursors, we took advantage of AID − as a genetic engineering tool-fully recognizing that genetically-determined AID deficiency is not a feature of human WM. Another limitation of the mouse model concerns the low serum IgM level compared with WM. To put this into perspective, it may be useful to recall that, firstly, the mean serum IgM level in BCL2 + IL6 + AID − mice (~1 g/l) was~10 times higher than the reference level of age-matched controls (~0.1 g/l). Secondly, patients with WM exhibit the same 10-fold increase in serum IgM, except it occurs from a higher baseline: the upper limit of serum IgM in healthy individuals approaches 3 g/l. 51 For example, a recent study reported that serum IgM levels in WM patients with untreated disease (n = 102) or previously treated disease (n = 62) averaged 26.7 g/l and 36.1 g/l, respectively. 26 Thus, despite the same relative 10-fold increase in humans (from~3 g/l to~30 g/l) and mice (from~0.1 g/l to~1 g/l), mean serum IgM in the BCL2 + IL6 + AID − model was~30 times lower than in WM. Obviously, this renders the mouse model ill-suited for studies on serum hyperviscosity, tissue deposition of mIgM and other pathologies associated with hyper-IgM syndrome.
The above-described limitations notwithstanding, the newly developed BCL2 + IL6 + AID − model defines a step forward in our ability to complement cell line-based preclinical studies on WM 52,53 with studies on tumor development in laboratory mice. In vivo studies of this sort-under defined genetic, environmental and dietary conditions afforded by GEMMs of human cancermay not only speed up the evaluation of new treatment options for patients with WM, [54][55][56][57][58] but also permit us to close thorny knowledge gaps in our understanding of the natural history of the disease. 59 New insights gleaned from integrated analyses of the WM genome 60 will guide future approaches to improve on the BCL2 + IL6 + AID − model.