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ARTICLE |
CORRESPONDENCE Richard R. Hardy: rr_hardy{at}fccc.edu
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L.L. Rumfelt's present address is Department of Research and Molecular Biology, Sunnybrook & Women's College Health Science Centre, Toronto, Ontario M4N 3M5, Canada.
B cell development in the mouse occurs in the fetal liver before birth and shifts shortly thereafter to the bone marrow, where it continues throughout life (1). The production of B cells is a highly ordered process, mediated by several transcription factors that regulate expression of a set of lymphoid- and B lineagespecific genes at well-defined developmental stages (2). Thus, Ig heavy chain DHJH rearrangements occur on both chromosomes in proB cells, followed by VH to DHJH rearrangement to yield a functional heavy chain protein in preB cells. Heavy chain protein then associates with surrogate light chain components to form a preB cell receptor that signals events required for development to later stages, where Ig light chain rearranges and associates with heavy chain, allowing its expression on the surface of a newly formed B cell (3). Although such development from proB to preB and B cell is relatively well characterized (4), the very early B lineage stages, before CD19 expression, are less well understood (58).
Differentiation from hematopoietic stem cells to early B lineage cells proceeds through a series of intermediate steps during which cells are thought to become progressively more restricted in their developmental potential (9). In this model of development, hematopoietic stem cells produce multilineage progenitors (MLPs) that are capable of developing into erythroid, myeloid, and lymphoid lineage cells. Then these MLPs generate progeny populations restricted to either lymphoid (common lymphoid progenitor [CLP]) or erythroid/myeloid (common myeloid progenitor) cell lineages (10, 11). CLP stage cells eventually generate CD19+ proB cells. Immediately before the CD19+ proB stage, cells that appear B lineage restricted have been identified (5, 7, 8, 12) based on expression of CD45R/B220 and are hereafter referred to simply as B220. These cells rapidly generate CD19+ proB cells in vitro and so we have referred to them as pre-proB cells (5, 7, 13), a stage presumed to be intermediate between the CLP and CD19+ stages of development.
On the other hand, clear identification of these early CD19 stages, defining the point at which they become committed to the Blineage (14) and lose the capacity to generate alternate hematopoietic cell types, has been difficult and remains in dispute (1517). B cell developmental stages in mouse bone marrow have been subdivided previously based on a diverse set of cell surface proteins, including B220, CD19, CD43, CD24/HSA, CD25/IL2R
, CD117/cKit, and CD127/IL-7R
(13, 1820). Differential expression of steel factor (stem cell factor [SCF]) receptor CD117/cKit and the IL-7R CD127 has been used to distinguish MLPs (CD117hiCD127) from CLPs (CD117medCD127+) among lineage-negative bone marrow cells (10). Although CLPs were initially described as generating lymphoid but not myeloid cells (10), a recent study suggests myeloid potential in this cell fraction (21). Among B220+ cells, we originally identified the Fr. A pre-proB cell stage based on a distinctive low level of CD24/HSA, constituting
1% of bone marrow (13). However, the homogeneity and functional lineage restriction of cells in this "Fr. A" have seen reassessment over time. Thus, it became clear that the Fr. A "pre-proB" cell fraction as initially described contained nonB lineage cells (5, 7), including CD4+ (and Ly-6C+) dendritic cell precursors capable of giving rise to plasmacytoid dendritic cells (22, 23). More recently, using expression of the lymphoid-restricted gene TdT, some have suggested that most early B lineage precursors do not fall within the CD24low fraction of B220+CD19 cells (15).
To resolve this ambiguity over the identification of the earliest B lineage precursor(s), we have applied 12-color flow cytometry to purify homogenous precursor populations and then characterize their developmental potential. Importantly, our analysis incorporates multiple approaches for identifying early lymphoid stages, such as expression of TdT (15) and RAG-1/2 (17), use of reporter transgenic mice (17), lineage-negative gating (10, 24), and separation based on key cell surface markers such as Ly6c (15), CD117/cKit, and CD127/IL-7R (10). Using this type of analysis, we can easily correlate our results with analyses done by others (10, 1517, 25). The goal of our work is to connect the B220CLP stage (10) to the CD19+ proB stage through a clearly defined B220+ pre-proB stage (Fr. A).
Our analysis revealed that B lineage specification initiates unexpectedly early, at the MLP/CLP stage in bone marrow, and that there is greater persistence of lineage plasticity in B cell development than previously thought, such that myeloid potential is not lost until B220 expression (Fr. A) and B/T lineage plasticity persists until the CD19+ proB stage (Fr. B).
| RESULTS |
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, which have been used to identify the MLP and CLP fractions (10). Fig. 1 shows analysis with these reagents, eliminating cell doublets/aggregates by forward light scatter height/area gating; focusing on intermediate-size cells by forward/side light scatter gating; eliminating dead cells, highly autofluorescent cells, and T cells by CD3/PI gating; and finally eliminating cells expressing other nonB "lineage marker" proteins by gating with reagents specific for monocyte/macrophage/granulocyte/dendritic cells (CD11b, GR1, and Ly6c) and erythroid cells (Ter119).
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We then used a "back-gating" analysis, examining the distribution of cell surface proteins used in delineating these subsets to assess whether we might have excluded significant portions of cells belonging to the CD117hiCD127 and CD117medCD127+ cell populations, considered to identify the MLP and CLP stages, respectively (9, 10). Although all CD117medCD127+ were included in the CD93hiCD43med gate, this analysis revealed that only a portion of the CD117hiCD127 cells were CD93hiCD43med, with many more exhibiting a CD93medCD43hi phenotype. Most cells in the CD93medCD43hi population belong to the LIN Sca1+cKit+ (LSK) fraction of very early hematopoietic cell precursors, including stem cells (Fig. S1, available at http://www.jem.org/cgi/content/full/jem.20052444/DC1). Thus, it seems likely that the earliest stages of hematopoietic cell differentiation, such as LSK, have lower levels of CD93 (and higher levels of CD43) than the MLP, CLP, and Fr. A stage cells that are the focus of this work. As Fig. S2 shows, most LINCD19 cells expressing very high levels of a RAG-2 GFP reporter (see next section) fall within the CD117medCD127+ gate and these cells are predominantly CD43med and CD24low (i.e., are CLP and Fr. A as we define them). We conclude that using the gates in Fig. 1 encompasses essentially all early B lineage precursors.
In a second gating approach with the same stained sample, we focused on cell surface proteins whose expression identifies Fr. A through Fr. C', focusing on B220+CD43med cells, subdividing them on the basis of CD24 and CD19. Among these cells, most of those lacking CD19 have a distinctively low to undetectable level of CD24 (Fig. 1, right side). Furthermore, in contrast to the relatively unimodal high-level CD93 expression found with CD19+ stage cells, there is considerable heterogeneity in the CD24low fraction. Again, based on previous work showing that CD93 cells with this phenotype do not belong to the B lineage (5), we excluded CD93 cells and identified a set of CD93+CD117medCD127+ cells, corresponding to the pre-proB population (Fr. A) identified in the first gating analysis described above. We also distinguish two subsets of CD43+CD19+ stage cells, with intermediate and high levels of CD24, respectively. Both of these fractions, corresponding to stages termed proB (Fr. B and Fr. C) and early preB (Fr. C'; reference 13), express homogenous high levels of CD93 and are CD127+, but have variable (in B and C) to undetectable (in C') levels of CD117. Table I summarizes the surface markers used in identifying the CD19 fractions and CD19+ proB fractions examined in this work.
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Bipotential B/myeloid assay reveals myeloid potential in CLPs
Next, we asked whether all CLP stage cells are lymphoid committed. Although the cell transfer analysis appeared to indicate such restriction, this assay suffers from at least two deficits: (a) lineage plasticity may be masked by failure of cells to migrate into inducing microenvironments for all potential alternate cell lineages; and (b) the seeding efficiency may vary among different cell subsets, making it difficult to estimate the frequency and homogeneity of subsets under analysis. Therefore, we assessed lineage plasticity of cells in these early stages by a series of clonal (or near-clonal) in vitro assays. First, we investigated B/myeloid potential using a bipotential assay (29), depositing individual cells (1 cell/well) into a 96-well plate containing a preestablished S17 stromal cell monolayer and medium supplemented with SCF, Flt3 ligand, and IL-7 (Fig. 3 A). This combination of cytokines and stromal cells supports the growth and differentiation of most early hematopoietic cells (30) and, under these conditions, both myeloid and B lymphoid cells can develop clonally with high efficiency. Most clones developing from MLPs were myeloid (CD11b+/CD19) with occasional B lineage colonies. CLP stage cells generated more B lineage colonies, but we also observed a significant number of myeloid colonies. In contrast, plates sorted with the B220+ Fr. A and the CD19+ proB Fr. B and C contained very few myeloid colonies. Thus, although CLPs generated numerous myeloid colonies, few were seen in plates containing sorted Fr. A cells.
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chain double-deficient embryos that lack endogenous lymphoid/NK lineage development (Fig. 5 A). It was striking that equal numbers of wells containing early T lineage cells (
60%) arose from both CLP and Fr. A. And, as would be expected, none were generated using CD19+ proB cells. These early T lineage cells, generated under conditions of high levels of IL-7, typically showed a very immature phenotype, expressing CD90 and CD25, but lacking CD3, CD4, or CD8. They were not stained by reagents specific for B lineage (CD19), myeloid lineage (CD11b and GR1), or NK lineage (NK1.1 and DX5) cells.
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Ig heavy chain rearrangement initiates very early in B lineage development
While our RAG-2 reporter analysis (Fig. 4 B) indicated that RAG transcription is already activated in nearly 100% of MLP stage cells, it was unclear when DHJH rearrangement initiated because chromatin configuration at the heavy chain locus will play a key role in determining heavy chain locus accessibility. Therefore, we then focused on this issue. To determine the frequency of cells with Ig heavy chain locus recombination we used a single cell DNA PCR assay (7, 36, 37). This approach uses two rounds of amplification with nested primers, one set that amplifies a germline band and another set that detects many of the possible DHJH rearrangements, allowing us to assess the extent of heavy chain rearrangement at the single cell level. Importantly, this assay was very efficient, recovering signals from 80% of the cells analyzed (Table II). The earliest fraction, MLP, showed germline bands with little detectable DHJH rearrangement (<2%). Yet, we detected DHJH rearrangement in 48% of signal-positive CLP stage cells, and rearrangement increased to 88% of Fr. A cells (Table II, see values in parenthesis). Thus, even cells with extensive DJ rearrangement retain the capacity to develop into T cells. In comparison, CD19+ proB stage cells had extensive DHJH bands with essentially no germline signal, indicating that most cells had DHJH rearrangements on both chromosomes, consistent with a previous analysis using a germline-loss bulk PCR assay (13).
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1015% of the peak levels detected in CLP and Fr. A (Fig. 6, A and B). As we noted earlier (5), Ig-ß mRNA (B29) is expressed early in the B lineage pathway, before detectable Ig-
mRNA (MB1), and we confirm this in our quantitative analysis.
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We also surveyed expression of genes representative of alternative lineage fates, including T lineage, GATA3 (47) and Notch-1 (33, 34), and myeloid lineage, Csf1r (48) and C/EBP
(49). These genes showed very significant decreases in the progression from CLP to Fr. A to the CD19+ proB stage (Fig. 6 D). In fact, the expression of these genes was reciprocal to EBF and Pax-5, consistent with a progressive restriction to the B lineage fate as cells pass through these three stages. Consistent with the myeloid potential in CLPs, there is little change in Csf1r mRNA levels from MLP to CLP, whereas the level of GATA3 rises sharply in CLPs, possibly indicating the activation of a T lineage program that is then extinguished as cells progress to express B220 and then CD19 in the absence of Notch-1 signaling. Significantly, Notch-1 expression is sharply up-regulated at the CLP stage, declining thereafter, providing a mechanism for T lineage specification via Notch-1 signaling in CLP and Fr. A stage cells.
Determining global patterns of gene expression by microarray analysis
Finally, we analyzed RNA prepared from these four early B lineage stages from mouse bone marrow to identify sets of genes that were coordinately regulated as cells progressed down the B cell development pathway. We generated ratios of signal from amplified RNA to a common reference RNA for two samples per fraction. Genes showing a statistically significant difference in at least one stage were identified by ANOVA, and the resulting set (
1,000 genes) was analyzed by KMeans clustering. The results obtained were visualized by a "heat map" display (Fig. 7) where individual gene levels are coded green for low, black for intermediate, and red for high. Using this approach we can identify a set of genes that show low-level expression in MLP and proB stages, but higher expression in CLP and Fr. A (cluster A); another that is low in MLP and CLP, but increasing in Fr. A and Fr. B and C; and yet others where high-level expression found early diminishes in later fractions. Importantly, we could identify genes present in each cluster that were consistent with the patterns of expression shown in Fig. 6. Thus, cluster A includes the IL-7R
gene, consistent with the highest staining for this protein on CLP and Fr. A. Cluster B contains well-known B lineageassociated transcription factors (Pou2af1/OCAB, EBF-1, PBX-1, LEF1, IRF4, and SPI-B) and a large number of lymphoid/B lineageassociated genes, including RAG-1, Blnk, CD19, CD79a, Cd79b, and VpreB. Cluster C is a group of genes sharply up-regulated at the proB stage and includes ABL-1. Cluster D includes cKit and one of the myeloid colony-stimulating factor receptor genes. Cluster E contains Csf1, the myeloid growth factor receptor gene that we analyzed by quantitative PCR and found was present in CLP and down-regulated in Fr. A (the pattern shown here). Cluster F includes Notch1 and GATA 3, consistent with the T lineage potential of Fr. A that is lost in Fr. B and C. In summary, the patterns of expression that we observe are consistent with our quantitative PCR determination for every gene examined that is contained in this set of differentially expressed genes, and this analysis identifies a large number of additional genes.
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| DISCUSSION |
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Myeloid cell generation from the CLP fraction was also surprising. Our analysis shows that although these cells have become considerably more lymphoid specified than MLP, expressing higher levels of TdT and RAG message (and functional RAG protein, as indicated by DHJH rearrangement), they nevertheless retain significant myeloid capacity as revealed in the B/myeloid bipotential assay. As with Fr. A, the i.v. repopulation assay shows a more restricted lineage potential, either because these cells predominantly home to microenvironmental niches that disfavor myeloid development or else rapidly progress to Fr. A in vivo. We can only speculate that this in vitro myeloid potential was overlooked previously due to differences in stromal culture conditions that favored lymphoid progression or else to differences in sensitivity of detection of CD45R/B220 that might have included Fr. A in the CLP population, increasing its apparent lymphoid restriction. Therefore, the subdivision of B220 and B220+ fractions of CD117medCD127+ cells is important because it reveals clear differences in lineage restriction read out in both in vivo and in vitro. That is, in contrast with CLP, most Fr. A cells did not respond to myeloid-inducing signals in stromal cell culture. Thus, Fr. A pre-proB cells behave as a strict "common lymphoid progenitor" in terms of their lineage potential.
The finding of B220+ CLP is reminiscent of a previous report from Martin et al. (50) describing a lymphoid-restricted "CLP2" cell type. However, in their studies, the B220+ CLP-like cells were reported to lack CD117, clearly not the case with Fr. A. Furthermore, the CLP2 cells were described functionally as efficiently homing to the thymus, which we do not observe; Fr. A cells injected i.v. generate far fewer thymocytes compared with classical (i.e., B220) CLP stage cells (Fig. 2 B). The capacity of CLP2 stage cells to home to the thymus led Martin et al. to propose that these cells are a founder population for thymic T cell development. In contrast, we would suggest that Fr. A stage cells are an intermediate between CLP and CD19+ proB stage cells, in a B lineagespecified, but not yet committed, state. Recent work from Allman et al. (51) has identified an early thymic progenitor that appears distinct from CLP2. Clearly, this issue will require further investigation to clarify the relationships among B220+CD19 subsets from bone marrow and thymus in terms of lineage potentials.
A very recent report by Balciunaite et al. (21) described the presence of a B220+CD117+CD19 hematopoietic progenitor with B, T, and myeloid potential in vitro and lymphoid potential in vivo. Although these authors' limiting dilution analysis suggests a precursor with some similarity to ours, their population appears more similar to the B220 CLP stage we report here; the expression of B220 in our experience greatly reduces myeloid potential (by 10-fold) found in CLPs. Furthermore, the decrease in csfR1, a gene encoding the receptor for colony stimulating factor 1 (a key myeloid growth factor), in the progression from CLP to Fr. A provides a mechanistic explanation for the difference we observe. In fact, we found that B220 expression was a better marker for the loss of myeloid potential than induction of a RAG-2GFP reporter, sounding a cautionary note on the use of RAG reporters for identifying "early lymphoid progenitors" (17).
Both CLP and Fr. A stage cells generated T lineage cells in vitro, revealing T lineage potential, but this does not necessarily mean that either are normal intermediates in a developmental pathway from hematopoietic stem cells to T cells. Although the existence of T cell lines or thymocytes with Ig DHJH rearrangement have been reported (52), there are no T lineage precursors among triple negative (CD348) thymocytes with a surface phenotype corresponding to bone marrow CLP (51), and we detect no cells corresponding to Fr. A in the thymus (not depicted). Our results seem most consistent with a type of developmental model where B lineage "specification" precedes B lineage commitment in bone marrow (5355). In this model, B lineage genes are induced and nonB lineage genes are repressed in progressive stages of hematopoietic development, mediated by a hierarchy of transcription factors, resulting in a B lineagespecified stage, coincident with DHJH rearrangement and the high-level expression of a set of early B lineage genes, such as Ig
/ß,
5/VpreB, and RAG-1/2. However, absolute irreversible lineage commitment occurs at a later stage, coincident with high-level expression of functional Pax-5 (42, 43).
In fact, it appears that B lineage specification initiates even before the CLP stage, as MLP cells express some lymphoid/B lineage genes, including TdT, RAG-2, and Ig-ß. We also note that most MLP stage cells show activation of a RAG reporter transgene, similar to the previously described CD117hi early lymphoid progenitors fraction that lacks CD127 (17). Nevertheless, we found a robust myeloid lineage engraftment with MLP, suggesting that RAG-2 gene transcriptional activation, along with a significant component of the B lineage program, initiates in a cell fraction that maintains considerable myeloid potential as revealed using the cell engraftment competition assay.
Finally, our microarray analysis illustrates the progressive nature of B cell development. We identify clusters of genes with expression shared between MLP and CLP, between CLP and Fr. A, and between Fr. A and CD19+ proB stage cells. Continuing examination of the members of these clusters will help to elucidate more fully the gene program resulting in progressive restriction to B lineage development, along with the key microenvironmental interactions that foster this process.
| MATERIALS AND METHODS |
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chain double-deficient (RAG2°
C°) a-lymphoid animals, originally described by Colucci et al. (56), were obtained from D. Wiest at our institute, and timed matings for generating fetal thymic lobes were performed in our animal facility. C57BL/6 mice were obtained from our animal facility production colony. All experiments with mice were conducted under an approved animal protocol.
i.v. competitive repopulation assay.
The selected population was sorted from B6.Ly5.2 bone marrow and the yield derived from two bone marrow equivalents was transferred i.v. per recipient, typically 510 x 103 for CD19 fractions and 510 x 104 for CD19+ cells, together with 105 unfractionated Ly5.1 (recipient type) bone marrow. 2-mo-old C57/B6 female recipient mice were lethally irradiated (9 Gy) 1 d before transfer and provided neomycin polymixin B antibiotic in water. Animals were analyzed 3 wk after transfer, using antibodies specific for Ly5.1 and Ly5.2 in addition to reagents specific for T, B, NK, and myeloid cells (CD3, CD4, and CD8 for T cells; B220, CD19, and IgM for B cells; NK1.1 and DX5 for NK cells; and CD11b and GR-1 for myeloid cells/granulocytes).
Myeloid/B cell bipotential stromal cell cultures.
S17 stromal cells were grown in a 37°C humidified, 10% CO2 gassed incubator in 5% FBS/RPMI 1640 medium (supplemented with 1x glutamine, 10 mM Hepes, 5 x 105 M 2-ME, and 0.5 mg/ml gentamicin). Cells were passaged into 96-well plates in the same medium and allowed to reach confluence 35 d before use. Immediately before cloning, medium was replaced with fresh medium containing cytokines (10 ng/ml SCF, 10 ng/ml Flt3L, and 100 U/ml IL-7; R&D Systems). Individual cells of the selected population were sorted using the single cell deposition unit of a FACSVantage/DiVa flow cytometer and then returned to the incubator. 710 d later wells were examined for colonies using an inverted microscope. Positive wells were harvested by pipetting, and then cells were stained with antibody to CD19 and CD11b and analyzed by flow cytometry.
T cell potential assays: high-oxygen tension FTOCs and DL1-OP9.
The modified FTOC culture under high oxygen tension was performed as described previously (32, 57), except that fetal thymic lobes from RAG2°
c° embryos were used. Three cells of selected population were sorted per well using the automated cell deposition unit. Cells were analyzed after 14 d by flow cytometry, staining for CD19, CD90/Thy-1, CD25/IL-2R
, DX5, CD11b, and CD11c. Early T lineage cells were recognized as CD90+CD25+ cells, lacking other markers tested. Alternately, individual cells selected by sorting were deposited into microplate wells containing preestablished stromal cells, either DL1-transduced OP9 or GFP-OP9 (33). Cultures were performed essentially as described previously (33) and analyzed for generation of T or B cells using the staining procedure described above at 710 d.
Flow cytometry and monoclonal antibodies.
Sorting was performed using a BD Biosciences FACSVantageSE/DiVa, equipped with three laser excitation lines (407, 488, and 600 nm) for 12-color detection. Early B lineage precursors were isolated using the following staining combination: FL-Ter119, FLanti-Ly6c, PE-antiIL-7R
(SB/199), PI detected in TR-PE channel, Cy5PEanti-CD3 (500A-A2), Cy55PE-CD93 (AA4.1), Cy7PE-CD43 (S7), Alexa 594anti-CD24/HSA (30F1), APC-CD117/cKit (2B8), Cy55APCanti-CD19 (1D3), Cy7APCanti-CD11b/Mac-1(M1/70), Cy7APC-GR1, CasBlueanti-IgM (331.12), and Bianti-CD45R/B220 (RA3-6B2). Biotin reagent was revealed by second-step incubation with QDot605-streptavidin. Analysis was performed using either this flow cytometer or a BD Biosciences LSR-II with three lasers (407, 488, and 630 nm) equipped for 10-color detection. All reagents were made in our laboratory, except for QDot605-streptavidin, which was purchased from Quantum Dot Corporation, and DX5 from BD Biosciences. Cells from RAG-2GFP reporter mice were analyzed by detecting GFP in the FL channel, using the staining combination described above, except that Ter119 and anti-Ly6c antibody were labeled with Cy5PE.
Single cell heavy chain recombination assay.
Analysis was performed using a modification of procedures described previously (7, 36, 37). Cells were sorted directly into 96-well plates (Applied Biosystems) containing 20 µL/well lysis buffer (1x PCR buffer [Applied Biosystems] with 2.5 mM MgCl2, 9.2 µg/ml tRNA [Sigma-Aldrich], and 100 µg/ml gelatin). Plates were stored at 80°C and then just before PCR, plates were thawed, treated with 0.5 mg/ml proteinase K for 1 h at 55°C, and then heated for 10 min at 95°C. After digestion, a two-round nested PCR was used to detect a germline DNA segment (lost upon heavy chain rearrangement) and potential DHJH rearrangements. The PCR program was 95°C for 1 min, 63°C for 1 min, and 72°C for 1.5 min for 30 cycles, with a 10-min end extension at 72°C. For round 1: GL5-1, CCCGGACAGAGCAGGCAGGTGG; DH5-1, ACAAGCTTCAAAGCACAATGCCTGGCT; and DH3-1, AGGCTCTGAGATCCCTAGACAG. For round 2, the following two separate reactions were performed: for germline GL5-2, GAGTTGACTGAGAGGACAG, and GL3-2, CGAAGTACCAGTAGCAC; and for DHJH rearrangements DH5-2, ACGTCGACTTTT(G/C)TCAAGGGATCTACTACTGT, and DH3-2, GGGTCTAGACTCTCAGCCGGCTCCCTCAGGG. In the first round, PCR amplification was performed with the contents of each well in a total volume of 50 µl containing 0.2 µM dNTPs, 1 µl BD Advantage cDNA polymerase mix, 1x BD Advantage PCR buffer, 0.5 mg/ml BSA, and 0.4 µM of each primer. In the second round, 1 µl of each first round product was added to a 50-µl reaction volume using the same conditions described above, except that second round primers (GL-5-2/GL-3-2 or DH-5-2/DH-3-2) were used at 2 µM. Products were visualized on 1.5% agarose gels stained with ethidium bromide. The validity of these PCR products was verified by sequence analysis.
Quantitative RT-PCR assay.
Total RNA was prepared by sorting cells into Solution D lysis/denaturing solution, followed by acid-phenol extraction and isopropanol precipitation, as described previously (5). cDNA was synthesized by adding 1 µl oligo-(dT)1218 primer (0.5 µg/µL; Invitrogen) to 20 µl total RNA, heating at 70°C for 10 min, cooling on ice for 2 min, adding 8 µl 5x first-strand buffer (Invitrogen), 4 µl 0.1 M DTT (Invitrogen), 4 µl dNTPs (each dNTP at 10 mM; Promega), 1 µl random hexamer primers (20 U/ml; GE Healthcare), 2 µl RNAsin (40 U/ml; Promega), and 2 µl Superscript II (200 U/ml; Invitrogen), and then incubating at 42°C for 2 h. Gene expression was quantitated by real-time PCR. Analyses were performed in triplicate in 25-µl volumes using an ABI7500 thermal cycler. For each tube, 12.5 µl ABI TaqMan 2x Mastermix (polymerase and dNTPs), 1.25 µl probe mix (ABI), 9.25 µl DEPC-H20, and 2 µl template (typically diluted 1:3 from cDNA synthesis volume) were added. ABI software was used to quantify/calculate Ct values and determine relative gene expression levels, standardizing using ß-actin values. All quantitative PCR ABI assay IDs and sequences for custom-designed sets are available upon request.
RNA extraction from sorted cells, RNA amplification, and labeling for microarray.
Cells were sorted directly into RNA lysis buffer (6 M guanidine thiocyanate, 0.67% Na N-lauroylsarcosine, 33 mM sodium citrate, and 133 mM 2-mercaptoethanol), and total RNA was extracted using the acid phenol method as described previously (5). Integrity and quantity of total RNA samples were analyzed using a 2100 Bioanalyzer (Agilent Technologies). 40 ng total RNA was used for RNA amplification. RNA amplification was performed using the Ovation Aminoallyl RNA Amplification and Labeling System (NuGEN Technologies, Inc.) in accordance with the manufacturer's protocols. 2 µg amplified cDNA was used for dye-coupling with Alexa Fluor 555 and Alexa Fluor 647 (Invitrogen). Quantification of the fluorescent-labeled probes was performed using a NanoDrop ND-1000 spectrophotometer (NanoDrop Technologies). 50 pmol of fluorescent-labeled cDNA (
1.5 µg amplified cDNA) of each probe (experimental sample and reference) was loaded per slide. For use as a reference, total RNA from six cell lines (R1, RS2, J558, EL4, DN3, and P388d) was prepared using TriReagent (Molecular Research Center, Inc.) and 30 µg (5 µg from each cell line) was reverse transcribed at 42°C for 2 h in a total volume of 20 µl that included 1 µl Superscript II reverse transcriptase (200 U/µl; Invitrogen), 1 µl rRNAsin RNAase inhibitor (40 U/µl; Promega), and 2 µl of a mixture of dNTPs (5 mM each of dGTP, dATP, and dCTP; 2 mM of dTTP; and 3 mM of aminoallyl dUTP). RNA was hydrolyzed by the addition of 10 µl 1 M NaOH and incubation at 70°C for 10 min. 10 µl of 1 M HCl was then added to neutralize the sample, and cDNA was precipitated overnight by the addition of 4 µl of 3 M sodium acetate, pH 4.5, 1 µl glycogen (20 µg/µl), and 100 µl ethanol. cDNA was pelleted by centrifugation, washed once with 70% ethanol, and dissolved in 9 µl coupling buffer, followed by the same dye-coupling procedure described above for amplified cDNA.
Microarray analysis.
Two samples were analyzed from each fraction sorted from separate pools of mouse bone marrow cells. RNA prepared from each sample was amplified, used for probe generation, and hybridized with a common reference RNA. Amplified RNA was labeled with both Alexa Flour 555 and Alexa Flour 647 and hybridized with the complementary labeled reference RNA (dye-flip replicates). Whole mouse genome 44K oligo microarray kits (Agilent Technologies) were used for hybridization. The hybridization and SSPE washing and drying procedures were all performed according to the manufacturer's recommendations. The slides were then scanned using an Agilent BA DNA Microarray Scanner. Data from scans were normalized using Agilent feature extraction software and then subject to statistical analysis using GeneSight software (BioDiscovery). Results were determined as ratios of experimental sample to reference, and dye-flip replicates were combined. The resulting data, two ratios for each gene from all four samples, were analyzed by ANOVA, selecting genes differentially expressed reproducibly in at least one stage with a p-value cutoff of <0.005. This set of
1,000 genes was then analyzed by KMeans clustering using a distance measure based on the Pearson correlation and assuming six clusters.
Online supplemental material.
Fig. S1 is a flow cytometry analysis showing the relationship between CD43 and CD93 expression with B cell development, comparing very early precursors (LSK) with CLP and Fr. A. Fig. S2 is a flow cytometry analysis showing the expression of a RAG-2GFP reporter BAC transgene in early stages of B cell development. The microarray data used to generate the cluster analysis shown in Fig. 7 is also available. The online supplemental material is available at http://www.jem.org/cgi/content/full/jem.20052444/DC1. The microarray data is available from ArrayExpress, European Bioinformatics Institute (http:www.ebi.ac.uk/arrayexpress), as accession no. E-MEXP-559.
| Acknowledgments |
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This work was supported by grants from the National Institutes of Health (NIH) to R.R. Hardy (AI26782 and AI40946). L.L. Rumfelt and B.M. Rowley were supported by NIH training grant AI07492.
The authors have no conflicting financial interests.
Submitted: 7 December 2005
Accepted: 1 February 2006
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