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Original Research ARTICLE

Front. Immunol., 13 September 2018 |

CCL3 Promotes Germinal Center B Cells Sampling by Follicular Regulatory T Cells in Murine Lymph Nodes

  • Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI, United States

Previous studies and our findings suggest upregulated expression of proinflammatory chemokines CCL3/4 in germinal center (GC) centrocytes. However, the role of CCL3/4 for centrocyte interactions with follicular T cells and regulation of humoral immunity is poorly understood. We found that CCL3 promotes chemotaxis of Tfr cells ex vivo. Two-photon imaging revealed that B cells-intrinsic production of CCL3 promotes their probing by follicular regulatory T cells (Tfr) within GCs of murine lymph nodes. Overall this study suggests that CCL3 facilitates direct interactions of foreign antigen-specific GC B cells and their negative regulation with Tfr cells in vivo.


CCL3 and CCL4 (MIP1-α and MIP1-β) are proinflammatory chemokines that are secreted by various types of immune cells upon activation and play important roles in inflammatory responses and multiple other processes (1, 2). In B cell cultures with naive, memory, or GC B cells, the cross-linking of B cell receptors (BCRs) upregulates expression and secretion of CCL3/4 (3, 4). In addition, analysis of published GC microarray data suggests that expression of CCL3/4 may be elevated in GC centrocytes compared to centroblasts (57). Despite multiple indications that CCL3/4 is secreted by activated and GC B cells, the significance of B-cell intrinsic production of proinflammatory chemokines for regulation of humoral response is unclear.

In 2001 Bystry et al. demonstrated that a subset of splenic CD4 T cells that were CD25high, expressed high levels of TGF-β and CTLA-4, and had a suppressive phenotype ex vivo, could migrate to CCL4 (but not CCL3) in transwell assays. The above observations raised the possibility that CCL4 may promote Tregs' interactions with activated B cells or dendritic cells (which also produce CCL3/4) to regulate B cell responses. However, whether more recently identified subset of follicular resident Tregs can respond to CCL3 or CCL4 has been unclear (811).

Tfr cells are a subset of FoxP3pos Tregs that play a role in the control of GC responses. While the majority of Tfr cells arise from natural Tregs, some can be induced from foreign antigen-specific Th cells (12). Similarly to Tfh cells, Tfr cells develop in the secondary lymphoid organs following foreign antigen challenge, express the transcription factor Bcl6, upregulate surface expression of CXCR5, PD1 and ICOS receptors, and localize to the follicles and the GCs (10, 11, 13). Deficiency in Tfr cells has been reported to induce a 1.5 to 2-fold increase in GC size at the peak of GC response (10, 11, 13), to affect Tfh cell's cytokine production and Ab class-switching (1416), to increase recruitment of non-foreign antigen (Ag)-specific B cell clones into GCs (11, 16), and to promote development of self-reactive antibodies (16, 17) and even autoimmunity in influenza-infected mice (18). While multiple mechanisms of Tfr cells' action have been suggested based on the in vivo and ex vivo studies (9, 14, 15, 1921), whether in vivo Tfr cells only regulate Tfh cells and thus indirectly control GC responses or can also act on the GC B cells directly remains an open-ended question.

Here we investigated the role of B cell-intrinsic production of CCL3 in the regulation of GC responses. Based on 2-photon imaging of murine lymph nodes we found that production of CCL3 by foreign Ag-specific GC B cells promotes their sampling and direct inhibition by Tfr cells at the peak of GC response.

Materials and Methods

Mice, Immunizations, and Bone Marrow Chimeras

C57BL/6 (B6, WT) mice were purchased from the National Cancer Institute, Charles River or Jackson Laboratories. B6-CD45.1 (002014), CCL3-KO (002687), β-actin-CFP (004218), UBC-GFP (004353), Stop-tdTomato (007909) and E2a-Cre (003724) mice were from Jackson Laboratories. HyHEL10 (22), MD4 (23), OTII (24), Foxp3EGFP, and Foxp3DTR mice were from internal colonies. All mice were housed in specific-pathogen free conditions. Relevant mice were interbred to obtain HyHEL10 CFP+, HyHEL10 GFP+ CCL3-KO, OTII GFP+, OTII tdTomato+, MD4 CFP+, and tdTomato+ Foxp3EGFP mice. 6–12 weeks old mice were immunized s.c. with the protein antigens OVA (Sigma), DEL-OVA [produced as previously described (22)], or NP-KLH (Biosearch Technologies), mixed in either Ribi (Sigma) or Complete Freund Adjuvant (CFA, Sigma). In some experiments 50 μg of anti-CCL4 (R&D clone 46907) or isotype control rat Abs (R&D clone 54447) were s.c. administered into the preimmunized mice. [WT/WT → WT] and [CCL3/WT → WT] mixed bone marrow chimeras were generated by reconstitution of irradiated with a single dose of 960 rads B6 mice with 50:50% bone marrow cells from B6:B6-CD45.1 or CCL3-KO:B6-CD45.1 mice. Chimeric mice were s.c. immunized with OVA in CFA at 8–10 weeks after the BM reconstitution. All experiments were performed in compliance with federal laws and institutional guidelines as approved by the University Committee on Use and Care of Animals.

Cell Isolation, Flow Cytometry Analysis and Cell Sorting

Lymphocytes were isolated by homogenizing lymph nodes (LNs) and/or spleens into a single cell suspension in DMEM medium (Corning) containing 2% fetal bovine serum (FBS, Atlanta Biologicals), antibiotics (50 IU/mL of penicillin and 50 μg/mL of streptomycin; Gibco) and 10 mM HEPES (Gibco) and straining through a 70 μm mesh filter (Falcon) in the presence of 20 μg/ml of DNase I (Sigma-Aldrich). Red blood cells were lysed using Tris-buffered NH4Cl. The following antibodies and reagents were used for flow cytometry analysis: CD3 (BD, 145-2C11), CD4 (BD, RM4-5), CD8 (BD, 53-6.7), CD25 (BD, PC61.5), B220 (BD, RA3-6B2), CD19 (BD, 1D3), CXCR5 (BD, 2G8), Fas (BD, Jo2), IgM (BD, R6-60.2), IgMa (BD, DS-1), Vβ5 (BD, MR9-4), CD43 (BD, S7), CD19 (Biolegend, 6D5), CD45.1 (Biolegend, A20), CD45.2 (Biolegend, 104), IgD (Biolegend, 11-26c.2a), PD-1 (Biolegend, RMP1-30), CXCR4 (eBiosciences, 2B11), CD86 (Biolegend, GL1), Foxp3 (eBiosciences, FJK-16s), GL-7 (eBiosciences, GL-7), SA-qDot607 (Life Technologies), SA-DyLight 488 (Biolegend). Single-cell suspensions were incubated with biotinylated antibodies for 20 min on ice, washed twice with 200 μl PBS supplemented with 2% FBS, 1 mM EDTA, and 0.1% NaN (FACS buffer), and then incubated with fluorophore-conjugated antibodies and streptavidin for 20 min on ice, and washed twice more with 200 μl FACS buffer. For FoxP3 staining the cells were permeabilized and stained using FoxP3 staining buffer set (eBioscience) according to the manufacturer's instructions. Cells were then resuspended in FACS buffer for acquisition. All flow cytometry analyses and cell-sorting procedures were done using FACSCanto II and FACSAria IIIu, respectively. FlowJo Software (v 9.7; TreeStar) was used for data analyses and plot rendering.

Cell Purification and Adoptive Transfers

For adoptive transfers, cells were isolated from combined spleens and LNs of donor mice and CD4 T cells or B cells were enriched using autoMACS (Miltenyi Biotec) as described before (22). The purity of B cells was >95%, and CD4 T cells >70% for all experiments. Lymphocytes were adoptively transferred by intravenous injection into the lateral tail vein.

Generation of Mice With Tregs and TFR Cells Expressing tdTomato

In order to generate mice with fluorescent Tregs the following scheme was utilized: first, tdTomato expressing mice were crossed with Foxp3EGFP mice. Second, tdTomato+Foxp3EGFP Tregs were sorted and adoptively transferred into Foxp3DTR mice where endogenous Tregs were transiently ablated by DTx treatment (Sigma). To sort tdTomato expressing Tregs, the LNs and spleens from the tdTomato+Foxp3EGFP mice were combined and lymphocyte suspension was prepared as described above. The lymphocytes were separated from RBCs using Ficoll-Paque (GE Healthcare) gradients per manufacturer's instructions using 14 mL round bottom tubes (Falcon). Single cell suspensions were enriched for CD4+ T cells as described above. Following the enrichment, EGFP+ cells were sorted into DMEM medium supplemented with 10% FCS. The purity of sorted Tregs as determined by intracellular Foxp3 staining was >99%. About 0.8–1.5 million of purified tdTomato+ Tregs were then transferred into recipient Foxp3DTR mice via tail vein injection. Finally, 1 day later the endogenous non-fluorescent Tregs in the recipient Foxp3DTR mice were ablated by intraperitoneal injection of 50 μg/kg of DTx in PBS. The DTx treatment was repeated once more a week later.

Cell Culture and Chemotaxis

Transwells with 5 μm pore size (Corning) were used. CD4 T cells were isolated and enriched as described above from draining peripheral LNs of mice s.c. immunized with OVA in Ribi at 10 days following immunization. T cells were resuspended with RPMI 1640 (Corning) supplemented with 2% fatty acid free BSA (Sigma-Aldrich), 10 mM HEPES, 50 IU/mL of penicillin, and 50 mg/mL of streptomycin (HyClone). For chemotaxis analysis the lower chambers of transwells were filled with the same medium mixed with various concentrations of CCL3 or CCL4 chemokines (PeproTech). For chemokinesis analysis both upper and lower chambers of transwells were filled with either 200 ng/mL of CCL3 or with 400 ng/mL CCL4. Transwells with chemokines and resuspended CD4 T cells were incubated at 37°C and 5% CO2 for 10 min. After that, CD4 T cells were placed in the upper chambers of transwells at 4 × 105 cells per well and incubated at 37°C and 5% CO2 for 3 h. Two to three replicas per condition have been performed per experiment. The transmigrated fraction of cells was stained and analyzed via flow cytometry. Chemotactic index was calculated as the ratio of cells that transmigrated to chemokine compared to no cytokine control.

Two Photon Microscopy

Inguinal LNs (ILNs) were either explanted or surgically exposed for intravital imaging and perfused as previously described (22, 25). ILNs were imaged with a Leica SP5 II (Leica Microsystems) fitted with a MaiTai Ti:Sapphire laser (Sepctra-Physics) that was tuned to 870 nm. Each xy plane spanned 435 × 435 μm and with z spacing ranging from 2 to 3 μm detecting emission wavelengths of 430–450 nm (second harmonic emission of collagen), 465–500 nm (for CFP+ cells), 520–550 nm (for GFP+ cells), and >560 nm (for tdTomato+ cells), every 20–25 s. Images were acquired by Leica Advanced Fluorescent Suite (Leica Microsystems). Analysis of the imaging data and generation of 3D rotations and time-lapse image sequences were performed using Imaris 7.6.5 × 64 (Bitplane). Videos were processed with a median noise filter. Semi-automated cell tracking in 3D was performed with Imaris 7.6.5 × 64, and then verified and corrected manually. 3-dimensional GC volume was defined based on the distribution of HyHEL10 CFP B cells by combination of visual analysis and a custom-made MATLAB program that performed time integrated image rendering of CFP signal. TdTomato+ Tregs and Th that transited within the follicles and GCs were tracked. Their interaction with WT and CCL3-KO B cells within defined GCs volume were visually identified and categorized either as a strict contact as defined when cell-to-cell contact was unambiguous or a non-strict contacts where cells could be observed in extreme proximity (~1 μm). Finally, we normalized the number of contacts to the average number of WT or CCL3-KO B cells within the GC volume accessible to Tfr or Tfh cells to arrive at a normalized contact frequency. Annotation and final compilation of videos was performed in Adobe After Effects CS5.5 (Adobe).

RT-PCR Analysis

RNA from sorted cells was obtained using RNeasy Kit (Qiagen) following the manufacturer's instructions. RNA was treated with DNase to remove genomic DNA (Ambion). The concentration of RNA was calculated using a NanoDrop 2000 (Thermo) and cDNA was synthesized using a SuperScript III kit (Invitrogen) following the manufacturer's instructions. Preamplification of target genes was performed using PreAmp Kit (AB Biosystems) for 10 cycles. TaqMan assays were obtained from Applied Biosystems and RT-PCR was carried out on a RealPlex 2 (Eppendorf). Expression levels of CCL3/4 were normalized to the level of β2m.

Statistical Analysis

All statistical tests were computed with PRISM (GraphPad) after consultation with a University of Michigan Center for Statistical Consultation and Research representative. Statistical analysis of data normalized to the control samples were performed using a one-sample t-test. For comparisons between two groups t-test was utilized. Welch's correction was applied for data with unequal variances. For data in which more than two groups or more than two time points were analyzed, two-way ANOVA followed by Dunnet post-hoc analysis was done. In cases where we did not assume normally distributed data and the data was from paired measurements, we used the Wilcoxon signed-rank test. P-values of < 0.05 were considered statistically significant. All statistically significant results were labeled. No samples were excluded from the analysis.


Upregulated Expression of CCL3 and CCL4 in GC Cenrocytes

Based on the previous microarray data (57) GC centrocytes (CC) may have elevated expression of CCL3/4 compared to centroblasts (CB). To verify expression of Ccl3 and Ccl4 in murine GC B cells, we performed qRT-PCR analysis of GC CC, CB and non-GC B cells sorted from the draining lymph nodes (dLNs) of immunized mice at 10 days post-immunization (d.p.i; Figure 1A). Consistent with previous microarray analysis, we found that expression of CCL3/4 is upregulated in murine GC CC compared to CB (Figures 1B,C).


Figure 1. Upregulation of CCL3/4 expression in GC centrocytes. qRT-PCR analysis of CCL3 and CCL4 expression in GC and non-GC B cells sorted from the draining LNs of mice s.c. immunized with 50 μg ovalbumin (OVA) in Ribi at 10 days post-immunization (d.p.i). (A) The gating strategy for cell sorting. (B,C) Relative expression of CCL3/4 in bulk GC centroblasts (CB) and centrocytes (CC) as normalized to non-GC B cells (FASlow GL7low). Chemokine CT values were normalized to β2m CT. Bars represent mean with dots representing average values per experiment. Data represent n = 3 independent experiments, 4 mice total. *P < 0.05, two-tailed Student's t-test.

CCL3 and CCL4 Induce Chemotaxis of Follicular Regulatory T Cells ex vivo

To determine whether CCL3/4 may promote chemotaxis of follicular T cells ex vivo we performed transwell migration analysis of CD4 T cells isolated from dLNs of mice at 10 d.p.i. with OVA in Ribi adjuvant. CXCR5high PD1high FoxP3+ Tfr cells transmigrated in response to CCL3 chemokine (Figures 2A,B). Similar trends were observed for CXCR5low PD1low FoxP3+ and CXCR5int PD1int FoxP3+ CD4 T cells (Figures 2A,B). We also observed transmigration of Tfr and other regulatory T cell subsets to CCL4 (Figure 2C). The observed transmigration was predominantly due to chemotaxis rather than chemokinesis, since addition of CCL3 or CCL4 chemokines to both the upper and the lower wells of the transwell chamber did not promote Tregs' transmigration (Figures 2B,C). No significant transmigration of Tfh cells (CXCR5high PD1high FoxP3) to CCL3 and CCL4 chemokines was observed (Figures 2D,E). These data suggest that CCL3 and CCL4 can induce chemotaxis of Tfr and possibly other Treg cells ex vivo.


Figure 2. Chemotaxis of Tfr cells to CCL3 and CCL4 ex vivo. (A–E) Ex vivo transwell assay of CD4+ T cells purified from dLNs of WT mice at 10 d.p.i. with 100 μg OVA in Ribi and analyzed by flow cytometry using the gating strategy as in (A). Transmigration of CXCR5highPD1high (Fol., black bars), CXCR5intPDint (Int., gray bars), or CXCR5lowPD1low (Low, white bars) CD4pos CD8neg B220neg cell populations that also express Foxp3 (B,C) or were FoxP3neg (D,E) were measured against CCL3 (B,D) and CCL4 (C,E). The chemokines were added either to the lower chambers (chamb.) of transwells for analysis of chemotaxis or to both the upper and the lower chambers for analysis of chemokinesis. Chemotactic index was calculated as the ratio of cells that transmigrated toward the chemokine vs. no chemokine control (dashed red line). Chemotaxis and chemokinesis data are derived from 3 and 2 independent experiments correspondingly with 2 mice per experiment. Bars represent mean ± SEM, *P < 0.05, two-tailed, one-sample Student's t-test (compared to 1).

CCL3 is not Required for Tfr Cells Localization in the GC Light Zone

To determine if CCL3/4 play a role in the regulation of GCs we utilized CCL3-KO mice (26). In unimmunized CCL3-KO and WT mice we observed no significant difference in the GC B cells numbers in peripheral lymph nodes (pLNs), spleens, mesenteric LNs (mLNs) and peyer patches (PP; Figure 3A). However, at 10 d.p.i. we detected a small, but significant increase in the GC response in the dLNs of CCL3-KO mice compared to WT that was independent of the antigen or the adjuvant used (Figures 3B–E). We then tested whether in littermate-control CCL3−/− mice GCs were also elevated compared to CCL3+/+, and confirmed the observed phenotype (Figures 3F,G). Interestingly, treatment of WT or CCL3-KO mice with CCL4-neutralizing antibodies during formation of GCs, at 7 d.p.i., did not lead to further increase in the GC response (Supplementary Figure 1). The observed accumulation of GC B cells at 10 d.p.i. was not due to significant changes in formation of Tfh and Tfr cells or in their ratio (Figures 3H–J). In addition, the increase in GC B cells did not lead to significant rise in the numbers of plasmablasts (PB) at 10 d.p.i. (Figures 3K,L).


Figure 3. Increased GC response in CCL3-KO mice following immunization. (A–G) Flow cytometry analysis of the GC B cells (Fashigh GL7high IgDlow) as a fraction of total B cells (A–D,F) or total lymphocytes (E,G) in WT and CCL3-KO mice. (A) Analysis of GCs in pLNs (inguinal, brachial and auxillary LNs combined), spleens, MLNs, and PP from unimmunized mice. (B–G) Analysis of GCs in the dLNs from mice s.c. immunized with 50 μg of 4-Hydroxy-3-nitrophenyl (NP) acetyl-hapten conjugated to Keyhole limpet hemocyanin (KLH) in Ribi adjuvant (B) or 50 μg of OVA in Complete Freund's Adjuvant (CFA) (C) or 50 μg OVA in Ribi (D–G) at 10 d.p.i. (F–L) Flow cytometry analysis of GC (F,G) Follicular T cell (H–J), and plasma cell (PC) (K,L) response in dLNs of WT and CCL3-KO littermate conrol mice s.c. immunized with 50 μg OVA in Ribi at 10 d.p.i. (H–J) Tfr (CXCR5high PD1high FoxP3pos in H) and Tfh (CXCR5high PD1high FoxP3neg in I) cells as a fraction of CD4 T cells. (K,L) PB gating strategy (K) and PBs as a fraction of total lymphocytes (L). Each symbol represents one mouse. Bars represent mean. Data are derived from 2 or 3 independent experiments. *P < 0.05, Student's t-test (two-sided in B–E, one-sided in F,G).

Our observations that CCL3 promotes Tfr cells chemotaxis ex vivo and plays a role in the control over GC size in vivo led us to ask whether CCL3 produced by GC centrocytes recruits Tfr cells from the follicles into the GCs. If this hypothesis is correct, the frequency of Tfr cells in the GC light zone should be reduced in CCL3-KO mice compared to WT mice. To test this, we analyzed the density of Tregs in the GCs (both in the light and the dark zones) and in the follicles of the LNs from immunized CCL3–KO and WT mice. Fixed LNs were sectioned and stained with fluorescently conjugated antibodies toward IgD, CD35, CD4, and FoxP3 and analyzed by confocal microscopy (Figures 4A–C). In WT mice, CD4+ FoxP3+ Treg cells were enriched in the follicles compared to the GCs (Figures 4C,D). In contrast to the expected decrease in the Tfr cell frequency within the GC light zone of CCL3-KO mice, the density and recruitment index of CD4+ FoxP3+ cells in the light zones of CCL3 KO and WT mice were comparable (Figures 4D,E). However, the recruitment index calculated for Tregs' access into the GC dark zone relative to the follicle was higher for CCL3-KO mice (Figure 4E). Interestingly, we also observed modest enrichment of Tfh cells in the dark zones of GCs in CCL3-KO mice (Figures 4F,G). Based on this data we conclude that CCL3/4 is not required for Tfr cells' recruitment into the GC light zone from the follicles, but may play a role in limiting access of follicular T cells to the GC dark zone.


Figure 4. CCL3 is not required for Tfr or Tfh cells recruitment into the GC light zone. Immunofluorescent analysis of Tfr and Tfh cell localization in the GCs and follicles of draining pLNs from WT or CCL3-KO mice at 10 d.p.i. with 50 μg OVA in Ribi. (A–C) Representative example of a confocal image of pLN section and its analysis. (A) Confocal image of a GC-containing 10 μm section of pLN from WT mouse, stained with antibodies against IgD (white), CD35 (blue), CD4 (green) and Foxp3 (red). (B) Magnified image from the inset (in A) that illustrates how Treg (CD4+Foxp3+) and Th (CD4+Foxp3) cells were identified. (C) Reconstruction of GC light zone (blue area), dark zone (black area), follicle (white area), Tregs (red circles) and Th cells (green circles) within the confocal image shown in (A) using manually defined surfaces in Imaris. Scale bars: 50 μm in (A,C) and 10 μm in (B). (D–G) Quantitative analysis of Treg (D,E) and Th (F,G) cell abundance in the GCs and the follicles. Density of Tregs (D) and Th cells (F) in GC dark zone (DZ), light zone (LZ) and follicles around GCs calculated as the number of T cells in each zone normalized to the total area of that zone. Recruitment index calculated as the density of Tregs (E) or Th cells (G) in GC DZ or LZ normalized to their density in the GC-containing follicle. (D–G) Each symbol represents analysis of pLN section with a distinct GC. Data represents n = 3 independent experiments with 4 total mice per genotype. Bars represent mean. *P < 0.05, two-tailed Student's t-test.

Adoptively Transferred Tregs Can Become Tfrs and be Visualized by 2P Microscopy

We then asked whether CCL3 could promote individual interactions of Tfr cells with GC B cells in vivo. To directly test this, we developed an imaging strategy that enabled visualization of adoptively transferred Tregs within the GC-containing follicles of living mice using 2-photon (2P) microscopy (Figure 5A). Because intravenous injection of Tregs is insufficient to get enough of the transferred Tregs into peripheral LNs for microscopy analysis, we utilized the fact that adoptively transferred Tregs undergo proliferation in recipient FoxP3DTR mice upon diphtheria toxin (DTx)-induced ablation of DTx receptor (DTR)-expressing resident Tregs (27). Of note, while treatment of FoxP3DTR mice with DTx leads to development of severe autoimmune disease, pre-transfer of 106 polyclonal Tregs rescues FoxP3DTR mice from autoimmunity (27). To generate mice with a high number of brightly fluorescent Tfr cells, we first transferred 106 polyclonal Tregs that expressed both Foxp3-GFP and tdTomato into Foxp3DTR mice (27, 28). We then treated the Foxp3DTR recipients with 50 μg/kg of DTx two times, 1 week apart. As reported before, following transient ablation of Foxp3DTR Tregs, the adoptively transferred Tregs as well as the remaining endogenous Tregs underwent vigorous proliferation. At 14 days following the initial DTx treatment, tdTomato Tregs represented about 50% of all Tregs in the blood (Figure 5B). We then co-transferred Duck Egg Lysozyme (DEL)-specific HyHEL10 B cells expressing CFP, OVA-specific OTII CD4 T cells expressing GFP, as well as non-fluorescent HyHEL10 B and OTII T cells into the same recipient mice and induced their recruitment into the GCs by s.c. immunization with DEL-OVA as previously described (22). By 8 d.p.i. the overall levels of Tregs in the blood had returned to normal (Figure 5B). Based on confocal and flow cytometry analysis we determined that over a fifth of CD4+Foxp3+ cells from dLNs expressed tdTomato and that tdTomato+ cells were almost exclusively Foxp3+ (Figures 5C,D). Additionally, tdTomato+ Foxp3+ cells that were also CXCR5high PD1high had increased expression of Bcl6+ as expected for Tfr cells (Figure 5C). At 7–8 d.p.i. a relatively minor fraction of GC-proximal Tfr cells entered into the GCs, while majority of the cells moved around GCs in proximity to the outer edge GC B cells (Figure 5E; Supplementary Movie 1). These data suggest that the adoptive transfer of fluorescent Tregs followed by transient ablation of non-fluorescent endogenous Tregs and immunization is sufficient to visualize Tfr cells within GC-associated follicles in living mice by 2P microscopy.


Figure 5. 2P visualization of Tfr cells and HyHEL10 GC B cells. (A) Experimental diagram for generation of recipient mice with large numbers of highly fluorescent tdTomato+ Tregs and visualization of Tfr and HyHEL10 (Hy10) GC B cells in the dLNs by 2P microscopy. (B) Flow cytometry analysis of the endogenous and transferred TdTomato+ Treg numbers in the blood of FoxP3DTR mice throughout their treatments with DTx and immunization, performed as in (A). (C–E) Analysis of dLNs from mice generated through the procedure described in (A) at 8 d.p.i. (C) Representative flow cytometry analysis of Bcl6 expression in the CXCR5lowPD1low and CXCR5highPD1high subsets of tdTomato+ Tregs (top panels), endogenous Tregs (middle panels) and endogenous Th cells (bottom panels). (D) Confocal immunofluorescence analysis of dLN sections for the fraction of tdTomato+ cells that express Foxp3 (left bars) and fraction of Foxp3+ cells that express tdTomato+ (right bars) in GC-containing follicles. (E) Representative 2P imaging analysis of Tfr cells localization with respect to GCs. Snapshot (left panel) from an intravital imaging experiment as analyzed in Imaris software. Cell trajectory analysis for Tfr cells (middle panel) and both Tfr cells and GC B cells (right panel). Scale bars 40 μm. Data are from two independent experiments.

GC B Cells' CCL3 Promotes Their Contacts With Tfr, but not Tfh Cells in vivo

To determine whether GC B cells' intrinsic production of CCL3 promotes their direct interactions with Tfr cells or with Tfh cells in vivo we utilized the experimental setup developed by us (Figure 5) and in previous work (22) and outlined in Figures 6A,B. For analysis of T cell interactions with CCL3+/+ and CCL3−/− GC B cells, recipient mice were co-transferred with CCL3+/+ HyHEL10 B cells that expressed CFP and CCL3−/− HyHEL10 B cells that expressed GFP. To determine Tfr cells' interactions with GC B cells we tracked tdTomato+ Tfr cells when they contacted or passed through the GCs, and analyzed their interactions with fluorescent CCL3+/+ and CCL3−/− foreign Ag-specific HyHEL10 B cells within the same GCs (Figure 6C; Supplementary Movie 2). To take into account the ambiguity of correct identification of B-T cell interactions by 2P imaging, we used both “strict” and “non-strict” definitions of contacts between GC B cells and follicular T cells. By “strict” we define the interactions that based on the cell colocalization analysis in 3D have taken place with high confidence. By “non-strict” interactions we identify all likely interactions identified based on cell proximity, including the “strict” interactions. The data was analyzed in a blinded fashion to avoid possible bias in cell contact definition (Figure 6D; Supplementary Movie 3). We calculated the normalized contact frequency (NCF) of Tfr cells with fluorescent CCL3+/+ and CCL3−/− GC B cells by dividing the total number of Tfr cell contacts with CCL3+/+ or CCL3−/− GC B cells by the average numbers of fluorescent B cells of each type present in the imaged GCs. Tfr cells' NCF was lower for CCL3−/− compared to CCL3+/+ GC B cells in five experiments, independently of the “strict” vs. “non-strict” B-Tfr cell contact definition (Figures 6E–H). The differences in Tfr cell contact frequencies with CCL3+/+ and CCL3−/− GC B cells were not due to distinct migratory properties of CCL3+/+ and CCL3−/− B cells (Supplementary Figure 2). In contrast to Tfr cells, OTII Tfh cell NCF with CCL3+/+ vs. CCL3−/− GC B was comparable (Figures 6E–H; Supplementary Movie 4). The ratio of T cells' NCF with CCL3+/+ vs. CCL3−/− GC B cells was significantly lower for Tfh compared to Tfr cells (Figures 6F,H).


Figure 6. Tfr cells make less frequent contacts with CCL3-KO B cells in GCs. 2P imaging analysis of Tfr and Tfh cells contacts with CCL3+/+ CFP and CCL3−/− GFP HyHEL10 GC B cells in the dLNs of mice at 8 d.p.i. (A,B) Experimental diagrams for imaging GC B cell interactions with Tfr (A) and Tfh (B). (C) snapshot (left panel) and cell trajectory analysis (right panel) from an intravital imaging experiment performed as described in (A). Scale bars: 50 μm. Auto-fluorescent cells are orange. (D) Time-lapse images of Tfr cells interacting with CCL3+/+ or CCL3−/− HyHEL10 B cells within GCs. Cell contacts were verified in 3D space, classified as Strict (definitive contacts) and Non-Strict (all possible contacts) and indicated by white arrows. Yellow star illustrates pseudopod extension by a Tfr cell toward CFP GC B cell. Images are displayed as 20 μm z-stacks. Scale bars: 5 μm. (E–J) Quantitative analysis of CCL3+/+ (blue circles) and CCL3−/− (green circles) HyHEL10 GC B cell interactions with Tfr or Tfh cells. Closed symbols represent intravital and opened symbols—explanted dLNs imaging. The data was analyzed in a blinded fashion to avoid possible bias in cell contact definition. (E,G) Normalized contact frequency (NCF) calculated for Strict (E) and Non-Strict (G) contacts as the number of Tfr or Tfh cells' interactions with CCL3+/+ and CCL3−/− HyHEL10 B cells within defined volume of GCs normalized to the average number of HyHEL10 cells of each genotype. Linked symbols correspond to GC B cells in the same movie. *P < 0.05, Wilcoxon matched-pairs test. (F,H) Ratios of the Tfr or Tfh cell NCF with CCL3+/+ over CCL3−/− HyHEL10 B cells from the same movie. *P < 0.05, Student's t-test. (I,J) Contact duration between Tfr or Tfh and HyHEL10 GC B cells of each genotype undergoing Strict (I) or Non-Strict (J) interactions. Red lines represent medians. Data from five independent experiments (5 mice) per T cell type. (K,L) Time histograms for duration of strict (K) and non-strict (L) contacts between Tfr and Tfh cells with WT HyHEL10 GC B cells.

While Tfr cells formed more frequent contacts with CCL3+/+ GC B cells, duration of Tfr cell interactions with CCL3+/+ and CCL3−/− GC B cells was comparable (Figures 6I,J). Additionally, no significant difference in the duration of Tfh cell contacts with CCL3+/+ vs. CCL3−/− GC B cells was observed (Figures 6I,J). The vast majority of Tfr and Tfh cell contacts with GC B cells were shorter than 5 min (Figures 6I–L). However, while a substantial number of both Tfh and Tfr cells also formed more prolonged interactions with GC B cells, no Tfr cells' interactions with GC B cells exceeding 7.5 min were observed (Figures 6K,L; Supplementary Movies 3, 4).

Intrinsic Production of CCL3 by B Cells is Required for Their Control in the GCs

Since CCL3 produced by GC B cells does not promote increased entry or retention of Tfr cells in the GC light zone, but rather is important for their local contacts with GC B cells, we then asked whether intrinsic production of CCL3 by B cells is required for their control in the GCs. To address that we generated mixed bone marrow (BM) chimeras reconstituted 50:50 with either CD45.2 CCL3+/+:CD45.1 CCL3+/+ BMs (control chimeras, #I) or CD45.2 CCL3−/−:CD45.1 CCL3+/+ BMs (CCL3/WT chimeras, #II), immunized them and analyzed the composition of the GCs compared to the naïve B cell compartment (Figure 7A). While CCL3+/+ B cells were similarly engaged into the GC response in both types of chimeras, CCL3−/− GC B cells were overrepresented in the GCs at 10 d.p.i. (Figure 7B). Therefore, the BM chimera's data suggests that intrinsic production of CCL3 by B cells is required for their control in mixed GCs.


Figure 7. Intrinsic production of CCL3 by B cells is required for their control in GCs in mixed bone marrow chimeras. (A) Experimental outline and generation of mixed 50:50 WT/WT (Chimeras I) and WT/CCL3-KO (Chimeras II) BMChs (left) and example of flow cytometry analysis of total CD19+ cells and GC cells from draining LNs of BMChs on day 10 p.i. with OVA in CFA (right). (B) Flow cytometry analysis of draining LNs at 0 and 10 d.p.i. Fractions of CD45.1 or CD45.2 GC B cells relative to their respective CD19+ B cell population. Data represents four independent experiments. Bars represent means and each symbol represents an individual mouse. *P < 0.05, ANOVA with Dunnet post-analysis.

Transient Depletion of Tregs Leads to Relative Increase in CCL3+/+ vs. CCL3−/− HyHEL10 GC B Cells at the Peak of GC Response

To determine whether Tfr cells may act on CCL3-proficient foreign Ag-specific GC B cells and modulate their participation in GC response we sought to determine whether transient depletion of Tregs after formation of GCs could affect relative involvement of CCL3 proficient and deficient B cells in the GC response. In order to test that, we co-transferred CCL3+/+ and CCL3−/− HyHEL10 B cells into recipient FoxP3DTR mice, immunized mice to promote HyHEL10 cell entry into GC response and then treated mice with diphtheria toxin (DTx) to promote transient depletion of FoxP3+ cells or with PBS for control (Figure 8A). First, we looked into recruitment of HyHEL10 B cells into the GCs. Surprisingly, at 6 d.p.i. twice as many CCL3+/+ than CCL3−/− HyHEL10 B cells entered into GC response. However, at 9 d.p.i. we observed a trend suggesting relative expansion of CCL3−/− Hy10 GC B cells (Supplementary Figure 3A). If CCL3 secreted by GC B cells promotes their direct interactions with and inhibition by Tfr cells, then depletion of Tfr cells should lead to increased expansion of CCL3-proficient compared to CCL3-deficient GC B cells (Figure 8B). As expected, treatment of the recipient mice with DTx at 6 d.p.i. led to significant drop in Tfr cells numbers in 3 days (Figures 8C,D) and small increase in the GC B cell numbers in FoxP3DTR, but not in wild type mice (Figure 8E; Supplementary Figure 3B). Consistent with that, upon the transient Tfr cell depletion, we detected a small increase in CCL3+/+ HyHEL10 B cell numbers, however CCL3−/− HyHEL10 GC B cells were virtually unchanged (Figure 8F). As a result of this, there was significant enrichment of CCL3+/+ vs. CCL3−/− HyHEL10 B cells within GCs (Figure 8G). Therefore, the data is consistent with direct CCL3-dependent inhibition of foreign Ag-specific GC B cells by Tregs at the peak of GC response (Figure 8B).


Figure 8. Tregs repress B cell participation in GCs at 9 d.p.i. in a CCL3-dependent way. (A) Experimental outline. FoxP3DTR recipient mice were transferred with HyHEL10 B cells, immunized with 50 μg DEL-OVA in Ribi s.c. and then treated either with PBS or 5 μg DTx in PBS i.p. 3 days before analysis. (B) Suggested model of CCL3-dependent regulation of GC B cells by Tfr cells and prediction for CCL3+/+ and CCL3−/− GC B cell participation in GCs upon ablation of Tfr cells at 9 d.p.i. (C–G) Flow cytometry analysis of cell participation in immune response at 9 d.p.i. in DTx-treated and control mice. (C–E) DTx-mediated depletion of Tfr cells at 9 d.p.i. Representative example of Tfr ablation (in C) and Tfr fraction of total lymphocytes (in D) and increase in GC response in DTx-treated mice (in E). (F,G) CCL3+/+ and CCL3−/− HyHEL10 GC B cells in PBS and DTx-treated mice shown as the total numbers of cells in dLNs (F) or as the % of total GC B cells (in G). The data are from five independent experiments. Each dot represents a single mouse and red lines correspond to the mean values. Paired analyses are indicated using solid black line. *p < 0.05, **p < 0.01, ****P < 0.0001. Two-sided (in D,G) or one-sided (in E,F) Student's t-test.


While Tfr cells have been shown to control the numbers, specificity to foreign antigen and cytokine production of Tfh cells that support GC responses in vivo (14, 15, 16, 19) whether Tfr cells can directly affect GC B cells in vivo has not been definitively demonstrated. While this study does not exclude the role of Tfr cells in the regulation of Tfh cells, it suggests that secretion of CCL3/4 by B cells is important for direct Tfr-mediated regulation of GC B cells. First, we determined that GC centrocytes upregulate expression of CCL3/4 compared to centroblasts. We then showed that Tfr cells as well as the other Treg subsets are responsive to CCL3 and CCL4 in transwell assays and demonstrated that CCL3 production by foreign Ag-specific GC B cells increases their sampling efficiency by Tfr cells. We then showed that CCL3 deficient GC B cells were slightly overexpanded in both CCL3 KO mice as well as in the mixed CCL3-KO/WT BMChs at 10 d.p.i. Finally, consistent with a model of direct inhibition of CCL3-producing GC B cells by Tfrs, we found that depletion of regulatory T cells at the peak of the GC response results in a small but significant increase in the numbers of CCL3-proficient, but not CCL3-deficient HyHEL10 GC B cells. Future studies should assess which molecular players, including TGF-β, PD1, CTLA-4, GLUT1, and IL21 (9, 1416, 19, 21) may be involved into the observed direct regulation.

In this study we found that CCL3-KO mice developed slightly elevated GC responses at 10 d.p.i. The observed dysregulation of humoral responses in CCL3-KO mice was not due to reduced frequency of Tfr cells in the follicles or in the GCs. While we found that CCL3 is not required for Tfr cell entry into the GC light zone, in CCL3-KO mice the frequency of Tfr and Tfh cells in the GC dark zone is elevated. Future studies should address whether CCL3 secreted by follicular B cells and centrocytes reduce follicular T cells' access into the GC Dark zone or whether in CCL3 KO mice follicular T cells have distinct responsiveness to CXCL12 and CXCL13 chemokines that determine cell positioning within the LZ and DZ of GCs.

Interestingly, although CCL3 and CCL4 are coexpressed in activated and GC B cells, neutralization of CCL4 at the time of GC formation did not promote significant increase in the GC response in WT or CCL3-KO mice. It is possible that CCL4 expression in CCL3 KO cells is reduced as has been reported before (29). Alternatively, CCL4 concentration produced by GC B cells is suboptimal for promotion of Tfr cell response. Future studies should examine the impact of B cell-intrinsic CCL3 deficiency on the kinetics of B cell participation in the GC and memory response, and foreign Ag-specific Ab responses and dissect the contribution of Tfr cells to the regulation. They should also assess whether CCL3 facilitates better control over bystander or self-reactive B cell clones in GCs and conveys better protection against development of autoimmunity.

Multiple chemotactic signals produced by follicular dendritic cells and other stromal cells, have been shown to orchestrate GC's anatomy and contribute to optimal cell migration between GC zones and to cell retention within GCs (22, 3032). The findings of this work suggest that GC B cells themselves may produce chemotactic signals that direct their interactions and control by Tfr cells. We suggest two possible models that could explain the increased sampling of CCL3-proficient GC B cells by Tfr cells. First, the observed effect could be due to local chemoattraction of Tfr cells to CCL3-secreting GC B cells. Since BCR crosslinking has been reported to induce upregulation of CCL3/4 production in GC B cells (3), we hypothesize that GC centrocytes that recently acquired antigen from FDCs (and possibly T cell help) are likely to produce more CCL3/4 than other GC B cells, and thus could form local short-range gradients of these chemokines. In that case, to preserve local CCL3 gradient around migrating GC B cell, secreted CCL3 would have to be rapidly internalized and removed by other cells within GCs. Alternatively to the first model, CCL3 chemokine secreted by GC B cells could be transiently immobilized on the surface of selected GC B cells in association with chemokine-binding glycosaminoglycans (33) and may serve to stabilize very transient probing interactions of GC B cells with Tfr cells that are beyond the resolution capabilities of intravital 2P microscopy. Both of these models can lead to decreased efficiency in productive sampling of CCL3 KO B cells by Tfr cells. Future studies should examine whether CCL3 is uniformly upregulated in GC CC or whether there is a subset of cells with elevated expression of CCL3/4. In the later case the advantage that CCL3hi GC B cells may have in contacting Tfr cells may be significantly underestimated.

Future studies should also address whether CCR5 and CCR1 receptors for CCL3 chemokine are involved in the observed CCL3-mediated regulation and interactions between GC B cells and Tfr cells.

Previous intravital imaging studies of Tfh cell interactions with cognate GC B cells revealed that majority of these encounters are transient (22). They also suggested that a small fraction of the interactions that are more prolonged (>5–10 min) may be more efficient for productive communication between the cells and for GC B cell selection (3436). In this study we found that similarly to Tfh cells, a majority of interactions between foreign-antigen specific GC B cells and natural Tfr cells in vivo are shorter than 5 min. Interestingly, Tfr cells also formed a few interactions with GC B cells that were more prolonged. However, while a few Tfh cell contacts with GC B cells exceeded 7.5 min, none of these have been observed for Tfr cells. This discrepancy may be due to non-cognate interactions or very weak cognate interactions between foreign antigen specific GC B cells and natural Tfr cells. Future studies should directly address whether Tfr cells recognize MHCII/self-peptides on GC B cells via T cell receptors (TCR), and how prevalent these cognate interactions are. In addition, whether cognate interactions of Tfr cells with self antigen-presenting GC B cells exert much stronger negative control of potentially self-reactive GC B cells must be examined, as well as the contribution of CCL3 to that regulation.

In summary, our findings suggest that local CCL3 chemokine production by GC B cells promotes their interactions and direct control by Tfr cells. Based on this data we suggest that local chemokine cues secreted by GC B cells may be important in directing their interactions with other cell types and fine-tuning GC B cell responses.

Author Contributions

ZB planned, performed and analyzed experiments and prepared the manuscript; MM, FK, RW, and JT helped with various aspects of other experiments; JG, MI, and SS performed blind analysis of the imaging data; IG planned, performed and analyzed experiments, and prepared the manuscript.

Conflict of Interest Statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.


We thank W. Dunnick and E. Perkey for discussions; J. Cyster (University of California San Francisco), W. Zhou (University of Michigan Medical school), and A. Rudensky (Memorial Sloan Kettering Cancer Center) for provision of mice; the University of Michigan flow cytometry core for cell sorting assistance. Supported by the American Heart Association (14PRE19960005) to ZB, by the Herman and Dorothy Miller Award for Innovative Immunology Research to JT and ZB, and National Institute of Health (R01 AI106806) to IG. The authors declare no competing financial interests.

Supplementary Material

The Supplementary Material for this article can be found online at:


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Keywords: germinal centers, follicular regulatory T cells (Tfr), CCL3/MIP1-alpha, 2-photon imaging, follicular helper T cells

Citation: Benet ZL, Marthi M, Ke F, Wu R, Turner JS, Gabayre JB, Ivanitskiy MI, Sethi SS and Grigorova IL (2018) CCL3 Promotes Germinal Center B Cells Sampling by Follicular Regulatory T Cells in Murine Lymph Nodes. Front. Immunol. 9:2044. doi: 10.3389/fimmu.2018.02044

Received: 25 May 2018; Accepted: 20 August 2018;
Published: 13 September 2018.

Edited by:

Michael Loran Dustin, University of Oxford, United Kingdom

Reviewed by:

Hai Qi, Tsinghua University, China
Joao P. Pereira, Yale University, United States

Copyright © 2018 Benet, Marthi, Ke, Wu, Turner, Gabayre, Ivanitskiy, Sethi and Grigorova. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Irina L. Grigorova,