Wendy Huang1, Benjamin Thomas2, Ryan A Flynn3, Samuel J Gavzy1, Lin Wu1, Sangwon V Kim1, Jason A Hall1, Emily R Miraldi1,4,5,6, Charles P Ng1, Frank Rigo7, Frank W Rigo7, Sarah Meadows8, Nina R Montoya1, Natalia G Herrera1, Ana I Domingos9, Fraydoon Rastinejad10, Richard M Myers8, Frances V Fuller-Pace11, Richard Bonneau4,5,6, Howard Y Chang3, Oreste Acuto2, Dan R Littman1,12. 1. The Kimmel Center for Biology and Medicine of the Skirball Institute, New York University School of Medicine, New York, New York 10016, USA. 2. Sir William Dunn School of Pathology, University of Oxford, Oxford OX1 3RE, UK. 3. Center for Personal Dynamic Regulomes, Stanford University, Stanford, California 94305, USA. 4. Center for Genomics and Systems Biology, Department of Biology, New York University, New York, New York 10003, USA. 5. Courant Institute of Mathematical Sciences, Computer Science Department, New York University, New York, New York 10012, USA. 6. Simons Center for Data Analysis, Simons Foundation, New York, New York 10010, USA. 7. Isis Pharmaceuticals, Carlsbad, California 92010, USA. 8. HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA. 9. Instituto Gulbenkian de Ciencia, Oeiras 2780-156, Portugal. 10. Integrative Metabolism Program, Sanford Burnham Prebys Medical Discovery Institute, Orlando, Florida 32827, USA. 11. Division of Cancer Research, University of Dundee, Dundee DD1 9SY, UK. 12. Howard Hughes Medical Institute, New York University School of Medicine, New York, New York 10016, USA.
Abstract
T helper 17 (TH17) lymphocytes protect mucosal barriers from infections, but also contribute to multiple chronic inflammatory diseases. Their differentiation is controlled by RORγt, a ligand-regulated nuclear receptor. Here we identify the RNA helicase DEAD-box protein 5 (DDX5) as a RORγt partner that coordinates transcription of selective TH17 genes, and is required for TH17-mediated inflammatory pathologies. Surprisingly, the ability of DDX5 to interact with RORγt and coactivate its targets depends on intrinsic RNA helicase activity and binding of a conserved nuclear long noncoding RNA (lncRNA), Rmrp, which is mutated in patients with cartilage-hair hypoplasia. A targeted Rmrp gene mutation in mice, corresponding to a gene mutation in cartilage-hair hypoplasia patients, altered lncRNA chromatin occupancy, and reduced the DDX5-RORγt interaction and RORγt target gene transcription. Elucidation of the link between Rmrp and the DDX5-RORγt complex reveals a role for RNA helicases and lncRNAs in tissue-specific transcriptional regulation, and provides new opportunities for therapeutic intervention in TH17-dependent diseases.
T helper 17 (TH17) lymphocytes protect mucosal barriers from infections, but also contribute to multiple chronic inflammatory diseases. Their differentiation is controlled by RORγt, a ligand-regulated nuclear receptor. Here we identify the RNA helicase DEAD-box protein 5 (DDX5) as a RORγt partner that coordinates transcription of selective TH17 genes, and is required for TH17-mediated inflammatory pathologies. Surprisingly, the ability of DDX5 to interact with RORγt and coactivate its targets depends on intrinsic RNA helicase activity and binding of a conserved nuclear long noncoding RNA (lncRNA), Rmrp, which is mutated in patients with cartilage-hair hypoplasia. A targeted Rmrp gene mutation in mice, corresponding to a gene mutation in cartilage-hair hypoplasia patients, altered lncRNA chromatin occupancy, and reduced the DDX5-RORγt interaction and RORγt target gene transcription. Elucidation of the link between Rmrp and the DDX5-RORγt complex reveals a role for RNA helicases and lncRNAs in tissue-specific transcriptional regulation, and provides new opportunities for therapeutic intervention in TH17-dependent diseases.
T-helper 17 (Th17) cells are CD4+ lymphocytes that help protect
mucosal epithelial barriers against bacterial and fungal infections [1], and that are also critically important
in multiple autoimmune diseases [2-7]. In murine
models, attenuation of RORγt activity results in protection from experimental
autoimmune encephalomyelitis (EAE), T cell transfer-mediated colitis, and
collagen-induced arthritis [2-5]. The Th17 cell differentiation program
is defined by the induced expression of RORγt [2], a sterol ligand-regulated nuclear receptor that focuses
the activity of a cytokine-regulated transcriptional network upon a subset of key
genomic target sites, including genes encoding the signature Th17 cytokines (IL-17A,
IL-17F, IL-22) as well as IL-23R, IL-1R1, and CCR6 [8]. Like other nuclear receptors, RORγt interaction with
its ligands results in recruitment of co-activators at regulated genomic loci [9]. We identified two new RORγt
partners in Th17 cells, an RNA helicase and a long noncoding (lnc) RNA, which together
associate with RORγt to confer target locus-specific activity in enabling the T
cell effector program.The RNA helicase DEAD-box protein 5 (DDX5) functions in multiple cellular
processes [10], including transcription
and ribosome biogenesis [11-17] in both a helicase activity-dependent
and -independent manner. The lncRNA Rmrp, RNA component of Mitochondria RNA-processing
endoribonuclease (RNase MRP), is highly conserved between mouse and human and is
essential for early murine development [18]. Rmrp was first identified as a component of the RNase MRP complex
that cleaves mitochondrial RNAs [19]. In
yeast, Rmrp contributes to ribosomal RNA processing and regulates mRNA
degradation [20]. In humans, mutations
located in evolutionarily conserved nucleotides at the promoter or within the
transcribed region of RMRP result in cartilage-hair hypoplasia (CHH), a
rare autosomal recessive disorder characterized by early childhood onset of skeletal
dysplasia, hypoplastic hair, defective immunity, predisposition to lymphoma, and
neuronal dysplasia of the intestine [21,22]. Immune deficiency in CHH patients is
associated with recurrent infections, hematological abnormalities, and autoimmune
pathologies in the joints and kidneys [23]. The precise mechanisms by which Rmrp functions in the immune
system have yet to be elucidated. Here we show that DDX5, through its helicase activity,
mediates Rmrp-dependent binding to RORγt and recruitment to a subset of its
chromatin target sites, thus controlling the differentiation of Th17 cells at steady
state and in animal models of autoimmunity.
DDX5 regulation of RORγt target genes
To identify novel interacting partners of RORγt in Th17 cells, we
enriched for endogenous RORγt-containing protein complexes and subsequently
determined protein composition using LC-MS/MS (workflow diagramed in Extended Data Fig. 1a). Among the top hits of
RORγt-interacting proteins was the RNA helicase DDX5. We validated this
interaction through conventional co-immunoprecipitation (coIP) experiments followed
by immunoblot analysis (Extended Data Fig.
1b).
Extended Data Figure 1
Identification of DDX5 as a RORγt-interacting partner
a, Mass spectrometry experimental workflow. Sorted
naïve CD4+ T cells from WT mice were cultured in vitro in
Th17 polarizing conditions for 48h. Immunoprecipitation of endogenous
RORγt was performed using RORγ/γt-specific
antibodies on whole cell lysates. RORγt enrichment in pull-down was
confirmed by immunoblot. Immunoprecipitated proteins were digested and
analyzed by mass spectrometry. The listed DDX5 peptides were identified in
the Th17 RORγt immunoprecipitate. b,
Co-immunoprecipitaton of DDX5 with anti-RORγt in lysates of in vitro
polarized Th17 cells. For gel source data, see Supplementary Figure
1. c, Cell surface phenotype of splenic and lymph
node
DAPI−CD19−CD8α−CD4+T
cells from WT and DDX5-Tko animals, examined by flow cytometry.
d, Immunoblot of RORγt protein expression whole
cell lysate of cultured Th17 cells from WT or DDX5-Tko animals. For gel
source data, see Supplementary Figure 1. e, Immunofluorescence
staining of RORγt in cultured Th17 cells from WT or DDX5-Tko
animals. f, Immunofluorescence staining of DDX5 revealed
nuclear localization in Th17 cells.
We investigated the function of DDX5 in T cells by breeding
ddx5 conditional mutant mice with CD4Cre mice to generate T
cell-specific DDX5-deficient animals
(Ddx5
CD4Cre mice, designated DDX5-Tko). DDX5-Tko mice were born at the expected Mendelian
ratio, were fertile, and did not display any gross phenotypic abnormalities.
Activation status of T cells in the periphery was similar between
Ddx5+/+CD4Cre+ (designated wildtype, WT)
and mutant mice (Extended Data Fig. 1c) that
had no DDX5 protein in spleen and lymph node CD4+ T cells (Extended Data Fig. 1d). Sorted naïve
CD4+ T cells from WT and DDX5-Tko mice did not display significant
differences in polarization towards Th1, Th2, and iTreg phenotypes in
vitro (Fig. 1a). In contrast,
DDX5-Tko naïve T cells cultured under Th17 polarizing conditions produced
substantially less IL-17A than WT cells (Fig.
1a). RORγt protein expression and nuclear localization were
similar between WT and DDX5-Tko Th17-polarized cells (Extended Data Fig. 1d–e) and, like RORγt, DDX5 protein
localized mainly to the nucleus (Extended Data Fig.
1f). These results suggest that DDX5 is not required for Th17 lineage
commitment, but contributes to Th17 cell effector functions.
Figure 1
Requirement for DDX5 in Th17 cytokine production in vitro and at steady state
in vivo
a, Selective Th17 cell differentiation defect in
DDX5-deficient T cells after polarization for 96 h. Representative of three
independent experiments. b, Volcano plot of RNA-seq of cultured
Th17 cells from DDX5-Tko mice and littermate controls. Black dots:
differentially expressed genes (minimum fold change of two with p-value
< 0.05). Blue dots: known RORγt-dependent genes. Red dots: top
RORγt-DDX5 co-regulated genes. c, SFB colonization and
percentage and number of RORγt+ CD4+ T cells and
d, number of IL-17A-producing CD4+ T cells in ileal
lamina propria (LP) of co-housed WT (n=5) and DDX5-Tko (n=5) animals. Graphs
show mean ± standard deviation (s.d.) from two independent experiments,
combined. N.S., not significant. ** p<0.01 (Prism, Paired t-test).
e, Representative IL-17A expression in
CD4+Foxp3−RORγt+ Th17 cells
from ileal LP of WT and DDX5-Tko animals after restimulation.
DDX5 can function as a transcriptional coactivator [12,24,25], augmenting the activities of
other nuclear receptor family members, including the estrogen and androgen receptors
[12,26]. To determine if DDX5 partners with RORγt
to facilitate the Th17 cell transcriptional program, we performed RNA-seq on in
vitro polarized Th17 cells from WT or DDX5-Tko mice. Among the 325 genes that were
significantly dysregulated in DDX5-deficient T cells 96hrs post polarization,
approximately 40% had been previously identified as RORγt targets in
Th17 cells (Extended Data Fig. 2a) [8]. Ingenuity Pathway Analysis of
DDX5-RORγt-coregulated genes revealed enrichment in “T helper cell
differentiation program” as well as “interleukin production”
(Extended Data Fig. 2b). Co-regulated genes
(Fig. 1b) included those for the Th17
cytokines (Il17a, Il17f, and Il22) (Extended Data Fig. 2c). Independent biological
samples were used to validate a subset of RORγt target genes with and
without altered expression in DDX5-deficient Th17 cells (Extended Data Fig. 2d).
Extended Data Figure 2
DDX5 co-regulates a subset of RORγt transcriptional targets in
polarized Th17 cells
a, Venn diagram of distinct and overlapping genes
regulated by RORγt and/or DDX5, as determined from RNA-seq studies.
b, Ingenuity Pathway Analysis of DDX5- and
RORγt-coregulated genes. c, IGV browser view showing
biological replicate RNA-seq coverage tracks of control, DDX5-Tko, or
RORγt-deficient in vitro polarized Th17 cell
samples at the Il17a, Il22, Ddx5, and Rorc
loci. d, Independent qRT-PCR validation of RNA-seq results
confirming effects of DDX5 deletion on RORγt target gene expression.
Graph shows mean ± s.d.
We used anti-DDX5 antibodies in ChIP-seq studies to identify DDX5-occupied
loci genomewide. A specific subset of previously published RORγt-occupied
loci, including Il17a and Il17f, were enriched for
DDX5 co-localization, as determined by SeqMiner clustering analysis (Extended Data Fig. 3a–b). Conventional
ChIP-qPCR was used to validate DDX5 enrichment at the Il17a and
Il17f loci and its dependency on RORγt in polarized
Th17 cells (Extended Data Fig. 3c). These
results suggest that DDX5 overlaps with RORγt in modulating a specific
subset of the Th17 cell transcriptional program.
Extended Data Figure 3
DDX5 chromatin localization in Th17 cells
a, ChIP-seq-generated heatmap of DDX5 occupancy in
regions centered on 16,003 RORγt-occupied sites (+/− 2kb).
KMeans linear normalization was used for clustering analysis by SeqMiner.
Metagene analysis on cluster 1 depicts RORγt-occupied regions with
DDX5 enrichment in wildtype but not DDX5-Tko cells; cluster 2 represents
RORγt-occupied regions without DDX5 enrichment. b, IGV
browser view of Il17a, Il17f, and Rorc
loci with ChIP-seq enrichment for RNAPol-II, RORγt, and DDX5.
c, Independent ChIP-qPCR of DDX5 in polarized Th17 cells.
DDX5 occupancy at the Il17a and Il17f loci
(as identified by RORγt ChIP-seq MACS peak called #32 and
#39 respectively from b.) in control, DDX5-Tko, or
RORγt-deficient cells. Results are representative of two independent
experiments. Each experiment was performed with two technical replicates.
Graph shows mean ± s.d. ** p<0.01 (Prism, t-test).
DDX5 function in vivo in Th17 cells
At steady state, cytokine-producing Th17 cells populate the small intestinal
lamina propria of animals colonized with Segmented Filamentous Bacteria (SFB), a
commensal microbe [27]. When
colonized with SFB, DDX5-Tko and their WT littermates had similar numbers of
ileal-residing Foxp3−RORγt+CD4+
Th17 cells (Fig. 1c). However, the number and
proportion of IL-17A–producing cells among
RORγt+CD4+ cells from DDX5-Tko animals were
markedly reduced compared to WT littermate controls (Fig. 1d–e).To evaluate the role of DDX5 in Th17-driven inflammation, we employed a T
cell transfer model of colitis, in which disease severity is dependent on
RORγt expression in donor T cells [3,28]. Following
transfer of CD4+CD45RBhi T cells into Rag-deficient
recipients, mice that received WT T cells experienced weight loss (Fig. 2a) and developed colitis (Fig 2b), whereas recipients of DDX5-Tko cells did
not. Total RNA harvested from large intestine lamina propria mononuclear cells
revealed a significant reduction of both IL-17A and IFNγ transcripts from
recipients of DDX5-Tko cells compared to WT controls (Extended Data Fig. 4a). Interestingly, there were comparable proportions
of IFNγ-producing CD4+RORγt−Tbet+
(conventional Th1) cells in recipients of either WT or DDX5-Tko cells (Extended Data Fig. 4b). However, recipients of
DDX5-Tko cells displayed a significant reduction in
CD4+Foxp3−RORγt+ T cells
co-expressing IL-17A and IFNγ, a cardinal feature of pathogenic T cells in
several inflammatory disease settings (Fig. 2c
and Extended Data Fig. 4b) [2,29,30]. Consistent with
a loss of pathogenic capacity, DDX5-Tko mice also exhibited attenuated disease
compared to WT controls during experimental autoimmune encephalomyelitis (EAE)
(Fig. 2d). Analysis of spinal cord
infiltrates post immunization revealed a reduced proportion of
IL-17A–producing CD4+ T cells (Fig.
2e and Extended Data Fig. 4c). In
concert with our in vitro findings, these results in animals
indicate that DDX5 selectively regulates the Th17 effector program, both in steady
state and under inflammatory conditions.
Figure 2
Role of DDX5 in mouse models of Th17 cell-mediated autoimmune disease
a, Weight change in Rag2−/−
recipients of WT or DDX5-Tko CD4+ naïve T cells in the
transfer model of colitis measured on days 0, 10, 25, 37, and 45. (PBS: n=4; WT:
n=9; DDX5-Tko: n=13, combined from three independent experiments).
b, H&E staining and analysis of large intestine (LI) at
day 45. Representative sections (black bar = 100µm) and histology scores
(scale of 0–24) are shown. Scores for PBS (n=3), WT (red, n=8) and
DDX5-Tko (blue, n=7) mice are from two independent experiments. c,
Cytokine production defect in DDX5-Tko Th17 (RORγt+) but not
Th1 (RORγt T-bet+) cells in LILP at day 45 (n=4 per group).
d, EAE disease scores (scale of 0–5) in co-housed
MOG-immunized littermates. WT (n=13) and DDX5-Tko (n=11) mice, combined from
three independent experiments. e, Defective IL-17A production in
DDX5-Tko CD4+RORγt+ cells in spinal cord of
MOG-immunized mice. n=7 per group. Graphs show mean ± s.d. N.S. not
significant, *p < 0.05, ** p < 0.01, *** p < 0.001
(Prism, t-test).
Extended Data Figure 4
Influence of DDX5 on T cell phenotypes in autoimmune disease
models
a, At 8 weeks after T cell transfer, LILP mononuclear
cells were evaluated for amounts of IL-17A and IFNγ mRNA by qRT-PCR.
Results are representative of two independent experiments. Each experiment
was performed using large intestines from 3 animals in each condition.
qRT-PCR was performed with two technical replicates. Graph shows mean
± s.d. * p<0.03 (Prism, t-test). b, Gating
strategy for analysis of Th17 and Th1 cells from large intestine of
Rag2-deficient recipients of WT or DDX5-Tko naïve T cells analyzed
at 8 weeks after T cell transfer. c, Representative IL-17A and
IFNγ intracellular staining of
Aqua−CD4+RORγt+T helper
17 cells in spinal cord of MOG immunized animals on Day 21.
Function of DDX5-associated LncRNA
RNA helicases are highly conserved enzymes that utilize the energy derived
from ATP hydrolysis to unwind RNA duplexes, facilitate RNA annealing, and displace
proteins from RNA. It was previously shown that DDX5 transcriptional coactivator
activity for estrogen receptor, androgen receptor, and RUNX2 is independent of RNA
helicase activity [12,24,26]. We tested this requirement in the context of RORγt
by retrovirally transducing DDX5-deficient T cells cultured under Th17 polarizing
conditions with expression constructs for WT or mutant DDX5 with an inactivated
helicase domain (helicase-dead). Surprisingly, only WT DDX5 rescued IL-17A and
IL-17F production in these polarized Th17 cells (Fig.
3a–b and Extended Data Fig.
5a). This result suggested that perhaps RNA substrate(s) for the helicase
activity of DDX5 contribute to its transcriptional coactivator role in Th17
cells.
Figure 3
Requirement for helicase-competent DDX5 and its associated lncRNA Rmrp in
induction of Th17 cell cytokines
a, Cytokine production in DDX5-Tko cells transduced with WT
or helicase-mutant DDX5 and subjected to sub-optimal Th17 cell polarization.
b, Results from four independent experiments shown (a).
c, IGV browser view of Rmrp showing coverage
of mapped RNA reads from total Th17 lysate, Ribosome TRAP-seq (described in
Methods), DDX5 RIP-seq, and RORγt RIP-seq. d, Effect of
mouse Rmrp-specific ASO. Results are representative of three independent
experiments with two technical replicates. e, IL-17A production
following Rmrp knockdown in in vitro polarized human Th17
cells. Each symbol (right panel) represents cells from a healthy donor (n=5).
Graphs show mean ± s.d. CTL, control; ** p<0.01, ****
p<0.0001 (Prism, t-test).
Extended Data Figure 5
ncRNAs enriched in DDX5 and RORγt RIP-seq studies
a, DDX5-Tko cells were transduced with WT or
helicase-mutant DDX5 and evaluated for DDX5 expression by immunofluorescence
(left) and immunoblot (right) with anti-DDX5 antibody. For gel source data,
see Supplementary Figure
1. b, Venn diagram of ncRNAs detected by deep
sequencing following co-immunoprecipitation (RIP-seq) of ribosome-depleted
Th17 cell lysates with anti-DDX5 and anti-RORγt antibodies.
c, Abundance of top ncRNAs enriched in DDX5 and
RORγt immunoprecipitates from polarized Th17 cell lysates depleted
of ribosomes. Top panel indicates abundance of the ncRNAs in total lysate.
d, Conventional RIP-qRT-PCR experiments to compare Rmrp
association with DDX5 in Th17 and developing thymocytes. Results are
representative of three independent experiments. Each experiment was
performed with two technical replicates. Graph shows mean ± s.d. **
p<0.001 (Prism, t-test).
We next searched for RNA molecules that might participate in
DDX5-RORγt-mediated transcription in Th17 cells. To this end, we first
depleted ribosome-bound mRNAs undergoing active protein synthesis. Lysates
pre-cleared of ribosomes were then subjected to immunoprecipitation with antibodies
specific for DDX5 or RORγt, followed by deep sequencing of the associated
RNAs (RIP-seq). Among 49,893 annotated lncRNAs in the mouse RefSeq and NONCODE
database, 2,533 ncRNAs were expressed in Th17 cells (FPKM>1, Extended Data Fig. 5b). Interestingly,
ncSRA, previously found to be associated with DDX5 in muscle
cells [15], was not enriched in
DDX5-containing protein complexes in Th17 cells. Instead, we found Rmrp to be the
most enriched RNA associated with DDX5 and, to a lesser degree, RORγt, in
Th17 cells (Fig. 3c and Extended Data Fig. 5c). Conventional RIP-qPCR with independent
biological samples confirmed enrichment of Rmrp RNA in DDX5 pull-downs from Th17
cells, but not from thymocyte lysates (Extended Data
Fig. 5d).RNA FISH revealed that Rmrp is localized in the nucleus of Th17 cells (Extended Data Fig. 6a). To evaluate the
functional role of Rmrp, we transiently depleted Rmrp RNA from primary murine Th17
cells using an RNAseH-dependent antisense oligonucleotide (ASO). Similar to the
DDX5-deficient Th17 cells, cells depleted for Rmrp expressed reduced IL-17A and
IL-17F mRNA (Fig. 3d and Extended Data Fig. 6b). Human Th17 cells also displayed reduced
cytokine production upon depletion of Rmrp or DDX5 (Fig. 3E and Extended Data Fig.
6c), suggesting that this regulatory mechanism is evolutionarily conserved.
Importantly, Rmrp knockdown in DDX5-deficient murine Th17 cells did not further
reduce IL-17A and IL-17F expression (Fig. 4a).
Expression of RORγt-dependent, but DDX5-independent, CCR6 was unaffected by
the reduction in Rmrp. Transduction of Rmrp into T cells cultured in Th1
polarization conditions had little effect on IFNγ production, but there was
marked enhancement of IL-17A and IL-17F production in WT, but not DDX5-Tko, cells
cultured in Th17 polarization conditions (Fig.
4b and Extended Data Fig.
7a–b). Thus, Rmrp-dependent cytokine gene expression requires the
presence of DDX5.
Extended Data Figure 6
Rmrp and DDX5 knockdown in mouse and human Th17 cells
a, RNA FISH analysis, using probes specific for Rmrp
(green) and Malat1 (red) lncRNAs, in Th17 cells at 72h following
nucleofection with control (CTL) or Rmrp ASOs. b, Effect of
Rmrp ASOs targeting different regions of Rmrp transcript on levels of Rmrp,
IL-17F, and CCR6 RNAs in polarized Th17 cells. c, Knockdown of
DDX5 reduced IL-17A production in in vitro polarized human
RORγt+ Th17 cells. ** p<0.01 (Prism, t-test).
Representative result in left panel. Each dot represents a different healthy
donor (n=4). Graphs show mean ± s.d.
Figure 4
Analysis of DDX5-dependent Rmrp function in Th17 cell differentiation
a,b, Cytokines in WT and DDX5-Tko in vitro polarized Th17
cells upon Rmrp knockdown (a) or overexpression (b). Representative of three
independent experiments. c, Sequence of Rmrp
(nucleotides 258–275) from WT and
Rmrp littermates. d,
Rmrp-dependent expression of a RORE-directed firefly luciferase reporter
nucleofected into polarized Th17 cells at 72 h. Firefly and control Renilla
luciferase activities were measured 24 h later. Each dot represents the result
from one nucleofection. Results from two independent experiments.
e, Top RORγt targets co-regulated by DDX5 and Rmrp.
f, Proportion of CD4+Foxp3− T
cells expressing RORγt (left) and numbers of Th1
(IFNγ+RORγt−Tbet+),
Th17 (IL-17A+RORγt+Foxp3−), and
Tγδ17 (Tγδ+RORγt+)
cells (right) in ileum. Symbols represent cells from one animal. Graphs show
mean ± s.d. ** p<0.01, ***p<0.001, ****P <
0.0001 (Prism, t-test).
Extended Data Figure 7
Effects of WT and mutant Rmrp in T cell differentiation
a, IL-17A mRNA in cell lysates of in
vitro polarized murine Th17 cells at 96 h following
transduction of control vector or WT Rmrp. Results are representative of two
independent experiments. b, IFNγ production in
polarized murine Th1 cells at 96 h after transduction of control or
Rmrp-encoding vector. Representative of two independent experiments. Each
experiment was performed with two technical replicates. c,
Comparison of human and mouse Rmrp sequences. Several
mutations identified in CHH patients are highlighted. d, IL-17A
production in polarized murine Th17 cells at 96 h after transduction of WT
or mutant Rmrp vectors. Representative of two independent experiments.
e, The Venn diagram depicts number of distinct and
overlapping genes regulated by RORγt, DDX5, and Rmrp in in
vitro-polarized Th17 cells. f, Expression of
cytokine and Foxp3 mRNAs in T cells from WT or
Rmrp mice cultured ex vivo in
Th17, iTreg, Th1 and Th2 polarizing conditions. Results are representative
of two independent experiments. Each experiment was performed with two
technical replicates. *** p<0.001 (Prism, t-test). g,
ChIP-qPCR experiment using anti-RORγ/γt antibodies on
chromatin of Th17 cells from WT or mutant animals cultured for 48 h
in vitro. Each dot represents a different biological
sample. WT, n=2; Rmrp, n=2. Result is
representative of three separate independent experiments. Graphs show mean
± s.d. N.S. not significant (Prism, t-test).
Th17 program in Rmrp mutant mice
In contrast to wildtype Rmrp, a mutant Rmrp carrying a single nucleotide
change (270 G>T), corresponding to an allele identified in CHH patients (262
G>T), failed to potentiate IL-17A production following transduction into
Th17-polarized cells (Extended Data Fig.
7c–d). To ask whether G270 of Rmrp contributes to RORγt
transcriptional output in vivo, we generated mice homozygous for the
Rmrp G270T point mutation, using CRISPR-Cas9 technology (Fig. 4c). These animals were born at the expected
Mendelian ratios and had no gross defects. ROR element-regulated luciferase activity
was reduced in transiently transfected Th17 cells from DDX5-deficient and
Rmrp mice and upon ASO-mediated knockdown
of Rmrp (Fig. 4d). Comparison of transcription
profiles of in vitro polarized Th17 cells from WT,
RORγt-deficient, DDX5-deficient, and
Rmrp mice indicated that 96
RORγt-dependent Th17 cell genes were co-regulated by Rmrp together with DDX5
(Extended Data Fig. 7e and Fig. 4e). RT-qPCR analysis of independent
biological samples from in vitro polarized T cells from WT and
Rmrp mice confirmed reduced IL-17F
mRNA expression in the latter (Extended Data Fig.
7f), despite similar amount of RORγt binding to known
cis-regulatory loci (Extended
Data Fig. 7g). The proportion of
RORγt+Foxp3− Th17 cells among total ileal
LP CD4-lineage cells was unaffected in Rmrp
animals, but these cells expressed relatively little IL-17A compared to those in
wildtype littermates (Fig. 4f). Transfer of
Rmrp T cells into
Rag−/− mice resulted in reduced
colitis, as determined by weight loss and colon histology, compared to transfer of
wildtype cells (Extended Fig. 8a). These
phenotypes are similar to what was observed in animals with a T cell-specific
Ddx5 deletion (Fig.
2a–c), which is consistent with an important role of G270 of
Rmrp in executing the Th17 effector program in vivo.
Extended Data Figure 8
Effect of Ddx5 and Rmrp mutations in
inflammation and thymocyte development
a, Left panel: Percent weight change in
Rag2 recipients of WT
(black circles) or Rmrp (gray
squares) naïve CD4+ T cells in the transfer model of
colitis. Animal weight was measured on day 56. (WT: n=8;
Rmrp: n=8, combined from
three independent experiments). Graphs show mean ± s.d. ***
p<0.001 (Prism, t-test). Middle panel: histology score (scale of
0–24) (WT: n=8; and Rmrp:
n=5), combined from two independent experiments. ** p<0.01 (Prism,
t-test). Right panel: representative H&E staining of large intestine
of Rag2−/− animals on day 56
after naïve T cell transfer. b, Mice with deletion of
Ddx5 in early common lymphoid progenitors have normal
thymic development. Left: immunoblot of thymocyte lysates with anti-DDX5
antibody confirmed depletion of DDX5; right: percent CD4 single positive
(SP), CD8α SP, double positive (DP), and double negative (DN) cells
among total thymocyte. Each bar is result from one animal (wt/het, n=9;
DDX5-clpKO, n=6). For gel source data, see Supplementary Figure
1. c, Thymocyte and peripheral T cell surface
phenoptypes of WT and Rmrp knock-in
mice at steady state. Peripheral T cell gate:
DAPI−CD19−CD8α−CD4+.
RORγ/γt perform distinct functions in diverse tissues.
RORγt is critical for thymocyte development, regulating survival of double
positive cells, and for lymphoid tissue inducer cell-mediated development of
secondary and tertiary lymphoid organs [31]. While DDX5 and Rmrp are ubiquitously expressed, Rmrp was
less enriched in thymocyte-derived than in Th17 cell-derived DDX5 immunoprecipitates
(Extended Data Fig. 5d). When
Ddx5 was inactivated at the common lymphoid progenitor stage,
by breeding the conditional mutant mice with IL7R–Cre mice, there was no
apparent defect in thymocyte subset development (Extended Data Fig. 8b). Similarly, RmrpG270T
knockin animals displayed normal thymocyte subsets and, additionally, had intact
secondary lymphoid organ development (Extended Data
Figure 8c). Together, these results suggest that the DDX5-Rmrp complex
performs Th17-specific functions.
Rmrp in RORγt-DDX5 complex formation
We next asked how Rmrp contributes to the DDX5-RORγt-regulated
transcriptional circuit in Th17 cells. RORγt-DDX5 complex assembly was
severely compromised in Th17 cells harboring Rmrp
(Fig. 5a). Moreover, Rmrp recruitment to
the RORγt protein complex was significantly reduced in Th17 cells from
Rmrp mutant animals (Fig.
5b). In vitro, Rmrp binds directly to recombinant DDX5 (Extended Data Fig. 9a). Intriguingly, Rmrp was
recruited to RORγt in the presence of wildtype, but not helicase-dead, DDX5.
Furthermore, in vitro transcribed Rmrp RNA promoted RORγt
interaction with wildtype, but not helicase-dead, DDX5 in the presence of ATP (Fig. 5c and Extended Data Fig. 9b). Mutant Rmrp was also defective in mediating
DDX5-RORγt complex assembly in vitro (Extended Data Fig. 9c–d).
Figure 5
Rmrp localization at RORγt-occupied genes and role in
RORγt-DDX5 assembly
a, RORγt association with immunoprecipitated (IP)
DDX5 in polarized Th17 cells. IB, immunoblot. Representative of three
independent experiments. b, Rmrp quantification by qRT-PCR in
RORγt immunoprecipitates from polarized Th17 cells. Representative of
two independent experiments with two technical replicates. c, Rmrp
requirement for ATP-dependent in vitro interaction of
recombinant GST-DDX5 and His-RORγt. Representative of three independent
experiments. For gel source data (a,c), see Supplementary Figure 1.
d, Rmrp occupancy at RORγt genomic target loci in
polarized Th17 cells. Rmrp ChIRP-qPCR amplicons (bottom) are indicated in IGV
browser view of RORγt ChIP at the Il17 locus (top).
Data from 2–4 experiments with two technical replicates. e,
Model for DDX5-Rmrp complex recruitment to RORγt-occupied chromatin in
Th17 cells. Graphs show mean ± s.d. ** p<0.01 (Prism,
t-test).
Extended Data Figure 9
Association of Rmrp lncRNA with DDX5 and RORγt in
vitro
a, In vitro translated HA-tagged
wildtype or helicase-dead DDX5 and FLAG-tagged RORγt were incubated
with in vitro transcribed Rmrp. After capture on anti-HA or anti-FLAG beads,
the amount of lncRNA was determined by qRT-PCR. Data are representative of
two independent experiments. Each experiment was performed with two
technical replicates. Graphs show mean ± s.d. *** p<0.001
(Prism, t-test). b, Helicase requirement for in
vitro interaction of DDX5 and RORγt. Recombinant
GST-DDX5 (wildtype or helicase-dead mutant) and His-RORγt
full-length protein were synthesized in E. coli, purified, and assayed for
binding with or without in vitro transcribed Rmrp RNA in
the presence exogenous ATP. For gel source data, see Supplementary Figure
1. c, Association of in vitro
transcribed WT and mutant Rmrp with recombinant GST-DDX5 captured on
glutathione beads (left) or with recombinant GST-DDX5 and His-RORγt
captured with anti-His antibody. Amounts of associated Rmrp were quantified
using qRT-PCR. Data are representative of two independent experiments. Each
experiment was performed with two technical replicates. Graphs show mean
± s.d. *** p<0.001 (Prism, t-test). d,
Comparison of ability of in vitro transcribed WT and RmrpG270T
lncRNA to promote interaction between recombinant RORγt and DDX5
in vitro. For gel source data, see Supplementary Figure
1.
To determine if Rmrp is associated with specific genomic loci, we performed
chromatin isolation by RNA purification (ChIRP) followed by either locus-specific
quantitative PCR or by deep sequencing (ChIRP-seq) [32]. We employed two orthogonal antisense probe sets
that specifically and robustly recovered Rmrp from Th17 cells (Extended Data Fig. 10a). When combined for Rmrp ChIRP-qPCR, the
probes recovered RORγt-bound regions in the Il17a and
Il17f loci from Th17 polarized cells of wild type but not
DDX5Tko or Rmrp mice, in an RNase-sensitive
manner (Fig. 5d and Extended Data Fig. 10b). For ChIRP-seq, we focused our analysis
on signals that overlapped with use of the two probe sets. HOMER motif analyses of
Rmrp peak regions identified the ETS, DR2/RORE, and AP1 transcription factor (TF)
motifs to be the most highly enriched (Extended Data
Fig. 10c). Consistent with this, Rmrp ChIRP-seq significantly overlapped
with RORγt-bound loci, but not with sites occupied by CTCF or by other Th17
TFs, such as BATF, IRF4, STAT3, and c-Maf (Extended
Data Fig. 10d). There was also significant overlap with RNAPol-II- and
H3K4me3-associated chromatin, which mark actively transcribed regions. Concordantly,
ChIRP-seq of Rmrp in DDX5-Tko Th17 cells revealed a loss of called Rmrp peaks
despite similar amount of RNA recovery (Extended Data
Fig. 10e), consistent with a DDX5 contribution to Rmrp assocation with
chromatin. Rmrp association with RORγt bound sites was also reduced in
polarized Th17 cells from Rmrp mice (Extended Data Fig.10f). Together, these results
indicate that G270 of Rmrp is critical for DDX5-RORγt complex assembly and
Rmrp recruitment to RORγt-occupied loci to coordinate the Th17 effector
program in trans.
Extended Data Figure 10
Rmrp chromatin localization in Th17 cells
a, ChIRP-seq sample validation of Rmrp RNA pull-down
over other nuclear ncRNAs using pools of Even or Odd capture probes. Graphs
show mean ± s.d. b, ChIRP-qPCR of Rmrp RNA pull-down
from WT Th17 cell lysate treated with or without RNase (n=2). qPCR for each
sample was performed with two technical replicates. Graph shows mean
± s.d. ** p<0.001 (Prism, t-test). c, HOMER
motif analysis reveals top three DNA motifs within Rmrp-enriched peaks.
d. Significance of peak overlaps between Rmrp ChIRP-seq and
ChIP-seq for BATF (n=2), IRF4 (n=7), STAT3 (n=2), c-Maf (n=2), RORγt
(n=2), CTCF (n=2), RNA Pol II (n=2), H3K27me3 (n=4), and H3K4me3 (n=3) in
Th17 cells (hypergeometric distribution). Each dot represents a separate
biological replicate of ChIP-seq experiments. e, Venn Diagram
depicting changes in peaks called from Rmrp (ChIRP-seq) experiments in WT
and DDX5-Tko Th17 cells. f, Comparison of Rmrp chromatin
occupancy (ChIRP-seq) at known RORγt occupied loci in in
vitro-polarized Th17 cells from WT and
Rmrp mice.
Discussion
Nuclear lncRNAs have key roles in numerous biological processes [33], including adaptive and innate
immunity [34],[35], but how individual lncRNAs
perform their activities and whether they contribute to immunological diseases
remain unknown. We identified nuclear Rmrp as a key DDX5-associated RNA required to
promote assembly and regulate the function of RORγt transcriptional
complexes at a subset of critical genes implicated specifically in the Th17 effector
program (model in Fig. 5e). Rmrp thus acts in
trans on multiple RORγt-dependent genes, and does so
only upon interaction with enzymatically active DDX5 helicase. RNA
helicase-dependent functions of lncRNAs have been described, e.g. the
Drosophila male cell-specific lncRNAs roX1 and roX2 that are
modified by the MLE helicase to enable expression of X-chromosome genes [36,37]. In addition, DDX21 helicase activity in HEK293 cells is
required for 7SK RNA regulation of polymerase pausing at ribosomal genes [38]. Our results extend the concept of
RNA helicase/lncRNA function to lineage-specific regulation of transcriptional
programs.It is noteworthy that, unlike most lncRNAs, Rmrp is highly conserved among
mammals. In humans, mutations of evolutionarily conserved nucleotides at the
promoter or within the transcribed region of RMRP result in
Cartilage-Hair Hypoplasia (CHH) [21,22]. T cells from mice carrying a
single nucleotide change (270 G>T) in Rmrp, corresponding
to one found in CHH patients (262 G>T), had a compromised Th17 cell effector
program. CHH patients have been noted to have defective T cell-dependent immunity,
which may reflect, at least in part, reduced Rmrp-dependent activity at
RORγt target genes. Since forced expression of either DDX5 or Rmrp enhanced
Th17 cytokine production, it is also possible that gain-of-function mutations in
either of these molecules may contribute to Th17-dependent inflammatory
diseases.RORγt is an attractive therapeutic target for multiple autoimmune
diseases [5,39]. However, RORγt and its closely-related
isoform RORγ have multiple other functions that would likely be affected by
targeting of their shared ligand-binding pocket. RORγt is required for the
development of early thymocytes, lymphoid tissue inducer (LTi) cells that initiate
lymphoid organogenesis [31], type 3
innate lymphoid cells (ILC3) that produce IL-22 and protect epithelial barriers, and
for IL-17 production by “innate-like” T cells, including
TCRγδ and NKT cells [40-43]. In the
liver, RORγ contributes to regulation of metabolic functions [44]. Mechanisms by which
RORγ/γt differentially regulates transcription in these diverse cell
types remain poorly understood. DDX5 and Rmrp are abundantly expressed in developing
T cells in the thymus and in peripheral naïve and differentiated T helper
subsets (Huang, unpublished). Intriguingly, the contribution of DDX5-Rmrp to
RORγt-dependent functions appears to be confined to Th17 cells, as their
loss of function did not affect thymocyte or lymphoid organ development. Our results
raise the prospect that tissue- or cell type-specific mechanisms exist to regulate
how RNA helicases and their associated lncRNAs are assembled with distinct
transcriptional complexes to promote diverse gene expression programs.We speculate that the function of DDX5-Rmrp may be induced in response to
specific tissue microenvironments in vivo. Th17 cells differentiate
at mucosal barriers in response to signals from the microbiota, and upregulate their
expression of IL-17A locally [45,46]. Regional signals may induce
DDX5/Rmrp association with RORγt, resulting in the transcriptional
activation of multiple loci that endow Th17 cells with effector functions[15]. Our finding that DDX5 was
required for the differentiation of “pathogenic” Th17 cells
[2,29,30] suggests that
strategies to interfere with this function may be of therapeutic benefit. A better
understanding of this transcriptional regulatory system may provide new approaches
for therapeutic intervention in autoimmune diseases and immune deficiencies in CHH
patients.
Methods
Mice
EF1a: Lox-stop-lox-GFP-L10, RORγ/γt-deficient animals,
and Ddx5 mice
were previously described [47-49].
Conditional mutant mice were bred to CD4-Cre transgenic animals (Taconic) and
maintained on the C57BL/6 background. We bred heterozygous 6–8wk old
mice to yield Ddx5+/+CD4Cre+
(subsequently referred to as WT) and
Ddx5fl/flCD4Cre+ (referred to as
DDX5-Tko) littermates for experiments examining DDX5 in peripheral T cell
function. DDX5 conditional mutant mice were also bred to IL7R–Cre
transgenic animals (Jackson Laboratory) for experiments examining DDX5 during T
cell development in the thymus. Rmrp knockin
mice were generated using CRISPR-Cas9 technology by the Rodent Genetic
Engineering Core (RGEC) at NYULMC. Guide RNA and HDR donor template sequences
are provided in Supplementary
Table 1. Heterozygous crosses provided
Rmrp+/+ (WT) and
Rmrp littermates for in
vivo studies. All animal procedures were in accordance with
protocols approved by the Institutional Animal Care and Use Committee of the NYU
School of Medicine (Animal Welfare Assurance Number: A3435-01).
In vivo studies
Steady state small intestines were harvested for isolation of lamina
propria mononuclear cells as described [50]. For detecting SFB colonization, SFB-specific 16S
primers were used [51].
Universal 16S and/or host genomic DNA were quantified simultaneously to
normalize SFB colonization of each sample. All primer sequences are listed in
Supplementary Information
Table.For the adoptive transfer model of colitis, 5×105
CD4+CD45RBhiCD62LhiCD44lowCD25−
T cells were isolated from murine splenocytes by FACS sorting and administered
intraperitoneally (i.p.) into
Rag2−/− mice as previously
described [52]. Animal weights
were measured approximately weekly. At the time of sacrifice (between weeks
seven and eight), large intestines were harvested for H&E staining and
isolation of lamina propria mononuclear cells as described [50]. The H&E slides from
each sample were examined in a double-blind fashion. The histology scoring
(scale 0–24) was based on the evaluation of criteria described
previously [53].For induction of active experimental autoimmune encephalomyelitis (EAE),
mice were immunized subcutaneously on day 0 with 70 µg of MOG
35–55 peptide, emulsified in CFA (Complete Freund’s Adjuvant
supplemented with 200 mg/mL Mycobacterium tuberculosis), and
injected i.p. on days 0 and 2 with 100 ng/mouse of pertussis toxin (Calbiochem).
The EAE scoring system was as follows: 0-no disease, 1-limp tail;
2-weak/partially paralyzed hind legs; 3-completely paralyzed hind legs;
4-complete hind and partial front leg paralysis; 5-complete paralysis/death.In transfer colitis and EAE experiments, animals of different genotypes
were cohoused and were weighed and scored blindly. For statistical power level
of 0.8, probability level of 0.05, anticipated effect size of 2, minimum sample
size per group for two-tailed hypothesis is 6. Two-tailed unpaired
Student’s t-test was performed using Prism (GraphPad Software). We
treated a P-value of less than 0.05 as a significant difference. *;
p<0.05, **; p<0.001, and ***; p<0.005. All experiments
were performed at least twice.
In vitro T cell culture and phenotypic analysis
Mouse T cells were purified from lymph nodes and spleens of six to eight
week old mice, by sorting live (DAPI−),
CD8−CD19−CD4+CD25−CD62L+CD44low/Int
naïve T cells using a FACSAria (BD). Detailed antibody information is
provided in Supplementary
Table 1. Cells were cultured in IMDM (Sigma) supplemented with
10% heat-inactivated FBS (Hyclone), 50 U penicillin-streptomycin
(Invitrogen), 4 mM glutamine, and 50 µM β-mercaptoethanol. For T
cell polarization, 200 µl of cells was seeded at 0.3 ×
10^5 cells per mL in 96-well plates pre-coated with goat anti-hamster
IgG at a 1:20 dilution of stock (1mg/ml, MP Biomedicals Catalog #
55398). Naïve T cells were activated with anti-CD3ε (2.5
µg/mL) and anti-CD28 (10 µg/mL). Cells were cultured for
4−5 days under Th17 polarizing conditions (0.1–0.3 ng/mL
TGF-β, 20 ng/mL IL-6), Th1 (10 ng/mL IL-12, 10 U/mL IL-2, and 2 ng/mL
anti-IL-4), Th2 (10 ng/mL IL-4), or Treg conditions (5 ng/mL TGF-β, 10
U/mL IL-2).Human T cells were isolated from peripheral blood of healthy donors
using anti-human CD4 MACS beads (Miltenyi). Human CD4 T cells were cultured in
96-well U bottom plates in 10 U/ml of IL-2, 10 ng/mL of IL-1β, 10 ng/ml
of IL-23, 1 µg/ml of anti-IL-4, 1 µg/mL of anti-IFNγ and
anti-CD3/CD28 activation beads (LifeTechnologies) at a ratio of 1 bead per cell,
as previously described [54].For cytokine analysis, cells were incubated for 5 h with phorbol PMA (50
ng/mL; Sigma), ionomycin (500 ng/mL; Sigma) and GolgiStop (BD). Intracellular
cytokine staining was performed according to the manufacturer’s protocol
(Cytofix/Cytoperm buffer set from BD Biosciences and FoxP3 staining buffer set
from eBioscience). A LSR II flow cytometer (BD Biosciences) and FlowJo (Tree
Star) software were used for flow cytometry and analysis. Dead cells were
excluded using the Live/Dead fixable aqua dead cell stain kit (Invitrogen).
Nucleic acid reagents and T cell transduction
Custom Rmrp and predesigned Malat1 Stellaris RNA FISH probes were
purchased from BiosearchTech and used to label mRmrp and mMalat1 RNA in cultured
Th17 cells according to the manufacturer’s protocol. Control and human
DDX5 specific siRNAs (#8626) were obtained from Cell Signaling.
Synthesis of ASOs was performed as previously described [55]. All ASOs were 20 nts in
length and had a phosphorothioate backbone. The ASOs had five nucleotides at the
5’ and 3’ ends modified with
2’-O-methoxyethyl (2’-MOE) for increased
stability. ASOs and siRNA sequences are provided in Supplementary Table 1.
siRNA and ASOs were introduced into murine Th17 cells by Amaxa nucleofection as
previously described [56].WT and helicase dead mutant DDX5 were described previously [57]. DDX5 and Rmrp were subcloned
into the MSCV Thy1.1 vectors for retroviral overexpression and rescue assays in
T cells. Retrovirus production was carried out in PlatE cells as described
[58]. Spin transduction
was performed 24h after in vitro T cell activation by
centrifugation in a Sorvall Legend RT at 2000rpm for 90min at 32° C.
Aqua−Thy1.1+ live and transduced cells were analyzed by
flow cytometry after 5 days of culture in Th17 polarizing conditions.
RORγt Transcriptional Activity in Polarized Th17 Cells
A ROR luciferase reporter was constructed with 4 RORE sites replacing
the Gal4 (UAS) sites from the pGL4.31 vector (luc2P/GAL4 UAS/Hygro) from Promega
(C935A) as described in [59].
Naïve CD4+ T cells were cultured in Th17 polarizing
conditions for 72h. Nucleofection (Amaxa Nucleofector 4D, Lonza) was then used
to introduce 1 µg RORE-firefly luciferase reporter construct and 1
µg control renilla luciferase construct according to the
manufacturer’s instructions. Luciferase activity was measured using the
dual luciferase reporter kit (Promega) at 24h after transfection. Relative
luciferase units (RLU) were calculated as a function of firefly luciferase reads
over those of renilla luciferase.
Co-immunoprecipitation and mass spectrometry
100×106 cultured Th17 cells were lysed in 25mM Tris
(pH 8.0), 100mM NaCl, 0.5% NP40, 10mM MgCl2, 10% glycerol, 1X
protease inhibitor and PhosphoSTOP (Roche) on ice for 30min, followed by
homogenization with a 25g needle. The RORγ/γt-specific antibody
used for pull down assays was previously described [56]. Co-immunoprecipitated complexes were
harvested with Protein G Dynabeads (Dynal, Invitrogen). Detailed antibody
information is provided in Supplementary Table 1. Mass spectrometry and the Mascot database
search to identify protein complex composition were both performed by the
Central Proteomics Facility at the Dunn School of Pathology, Oxford, UK.
Ribosome TRAP-seq, RIP-seq, and RNA-seq
20 million cells cultured in Th17 polarizing conditions for 48 h were
lysed in 10 mM HEPES (pH 7.4), 150 mM KCl, 0.5 mM dithiothreitol (DTT), 100
ug/ml cycloheximide, 1% NP40, 30 mM DHPC, 1X protease inhibitor, and
PhosphoSTOP (Roche). Ribosome-TRAP IP was first performed using 2 µg of
anti-GFP antibody (Invitrogen) and harvested in 20 µl of Protein G
magnetic Dyna beads. The supernatant was removed for subsequent RIP pull down
using anti-DDX5 (Abcam) or anti-RORγt antibodies and harvested with
Protein G Dyna beads. TRAPseq samples were washed with high-salt wash buffer (10
mM HEPES pH 7.4, 350 mM KCl, 5 mM MgCl2, 1% NP-40, 0.5 mM dithiothreitol
(DTT), and 100 ug/ml cycloheximide). RIPseq samples were washed three times with
25mM Tris (pH 8.0), 100mM NaCl, 0.5% NP40, 10mM MgCl2, 10%
glycerol, 1X protease inhibitor, and PhosphoSTOP (Roche). Enrichment of target
proteins was confirmed by immunoblot analysis. Complementary DNAs (cDNAs) were
synthesized from TRIzol (Invitrogen) isolated RNA, using Superscript III kits
(Invitrogen). RNA-seq libraries were prepared and sequenced at Genome Services
Laboratory, HudsonAlpha. Sequencing reads were mapped by Tophat and transcripts
called by Cufflinks. Pulldown enrichment was calculated for each transcript as a
ratio of FPKM recovered from TRAP-seq and RIP-seq samples compared to those from
5% input.For RNA-seq analysis, volcano scores for WT, DDX5-Tko, and RORγt
knockout Th17 cells were calculated for each transcript as a function of its
p-value and fold-change between mutant and WT controls. BAM files were converted
to tdf format for viewing with the IGV Browser Tool. Ingenuity Pathway Analysis
was used to identify enriched Gene Ontology (GO) terms in the DDX5-RORγt
co-regulated gene set.
ChIRP-seq and ChIRP-qPCR
The ChIRP-seq assay was performed largely as described previously
[60]. Mouse Th17 cells
were cultured as above and in vivo RNA-chromatin interactions
were fixed with 1% glutaraldehyde for 10 minutes at 25°C.
Anti-sense DNA probes (designated odd or even) against Rmrp were designed by
Biosearch Probe Designer (#1: taggaaacaggccttcagag, #2:
aacatgtccctcgtatgtag, #3: cccctaggcgaaaggataag, #4:
aacagtgacttgcgggggaa, #5: ctatgtgagctgacggatga). Probes modified with
BiotinTEG at the 3-prime end were synthesized by Integrated DNA Technologies
(IDT). Isolated RNA was used in qRT-PCR analysis (Stratagene) to quantify
enrichment of RMRP and depletion of other cellular RNAs. Isolated DNA was used
for qPCR analysis or to make deep sequencing libraries with the NEBNext DNA
Library Prep Master Mix Set for Illumina (NEB). Library DNA was quantified on
the High Sensitivity Bioanalyzer (Agilent) and sequenced from a single end for
75 cycles on an Illumina NetSeq 500.Sequencing reads were first trimmed of adaptors (FASTX Toolkit) and then
mapped using Bowtie to a custom bowtie index containing single-copy loci of
repetitive RNA elements (rRNA, snRNAs, and y-RNAs [61]). Reads that did not map to the custom index
were then mapped to mm9. Mapped reads were separately shifted towards the
3’ end using MACS and normalized to a total of 10 million reads. Even
and Odd replicates were merged as described previously[60] by taking the lower of the two read density
values at each nucleotide across the entire genome. These processing steps take
raw FASTQ files and yield processed files that contain genome-wide
RMRP-chromatin association maps, where each nucleotide in the genome has a value
that represents the relative binding level of the RMRP RNA. MACS parameters were
as follows: band width = 300, model fold = 10,30, p-value cutoff = 1.00e-05. The
full pipeline is available at https://github.com/bdo311/chirpseq-analysis.ChIRP-qPCR was performed on DNA purified after treatment with RNase (60
min, 37°C) and proteinase K (45min, 65°C). The primers used for
qPCR can be found in Supplementary Information Table 1. For enrichment analysis, we
tested for the enrichment of Rmrp ChIRP peaks among ChIP peak sets for key Th17
transcription factors, CTCF, RNA pol II, and several histone marks (Ciofani et
al., 2012). ATACseq, according to published protocol[62], was performed on cultured Th17-polarized
cells in vitro for 48h (unpublished). Because of differences in ChIP antibody
affinities and the bias in the selection of ChIP and ChIRP factors, we used
peaks generated from ATACseq data as a background set for the enrichment
analysis. In our analysis, we considered all ChIRP and ChIP peaks that fell
within +/−500bp of ATACseq peaks, and then calculated the overlap among
the ChIRP and ChIP sets, using the hypergeometric distribution to estimate
significance.
In vitro binding assay
For in vitro binding assays, pcDNA3.1-Rmrp vectors were
used for T7 polymerase-driven in vitro transcription reactions
(Promega). HA-DDX5 and FLAG-RORγt were in vitro
transcribed and translated using an in vitro transcription and translation (TNT)
system according to the manufacturer’s protocol (Promega).
Alternatively, pGEX4.1-DDX5 (wildtype and helicase-dead mutant) constructs were
transformed into BL21 to synthesize recombinant full-length GST-hDDX5 proteins.
Full-length His-tagged human RORγt was purified in three steps through
Ni-Resin, S column, and gel-filtration on AKTA. 0.5µg of each
recombinant protein was incubated in the presence or absence of 200 µM
ATP, 300ng in vitro transcribed Rmrp in coIP buffer containing
25mM Tris (pH 8.0), 100mM NaCl, 0.5% NP40, 10mM MgCl2, 10%
glycerol, 1X protease inhibitor, RNaseInhibitor (Invitrogen), and PhosphoSTOP
(Roche). GST-DDX5 was enriched on glutathione beads (GE), HA-DDX5,
FLAG-RORγt, and His-RORγt were enriched using anti-HA,
(Covance), anti-FLAG (Sigma), and anti-His antibodies (Santa Cruz Bio) coupled
to Anti-Mouse immunoglobulin Dynabeads (Dynal, Invitrogen).
Microscopy
Th17 cells were cultured on glass coverslips for 48 h and fixed in
4% paraformaldehyde in PBS for 5min in room temperature. Fixed cells
were permeabilized with 0.1% BSA, 0.1% Triton, 10%
normal serum in PBS for 1 h. Cells were then incubated with primary antibodies
(DDX5, Abcam or RORγt, eBiosciences) in 0.1% BSA, 0.2%
Triton PBS overnight at 4°C. Secondary antibodies (anti-goat-Alexa 488
or anti-rat-Alexa647, Molecular Probe) were incubated in 4°C for 1 h.
Stained cells were washed three times with 0.5% tween, 0.1% BSA
in PBS. DAPI was used to stain for DNA inside the nucleus. Immunofluorescence
images were captured on a Zeiss 510 microscope at 40x.
ChIP and RT-qPCR analysis
Th17 polarized cells were crosslinked with 1% paraformaldehyde
(EMS) and incubated with rotation at RT. Crosslinking was stopped after 10 min
with glycine to a final concentration of 0.125M and incubated 5 min further with
rotation. Cells were washed with ice cold PBS 3X and pellets were either flash
frozen in liquid N2 or immediately resuspended in Farnham Lysis buffer (5mM
PIPES, 85mM KCl, 0.5% NP-40). Hypotonic lysis continued for 10 min on
ice before cells were spun down and resuspended in RIPA buffer (1X PBS,
1% NP-40, 0.5% SDS, 0.5% Na-deoxycholate), transferred
into TPX microtubes, and lysed on ice for 30 minutes. Nuclear lysates were
sonicated for 40 cycles of 30 sec ON and 30 sec OFF in 10 cycle increments using
a Biorupter (Diadenode) at high setting. After pelleting debris, chromatin was
precleared with protein G dynabeads (Dynabeads, TFS) for 2h with rotation at
4°C. For immunoprecipitation, precleared chromatin was incubated with
anti-RORγt antibodies (1µg per 2 million cells) overnight with
rotation at 4°C and protein G was added for the final 2h of incubation.
Beads were washed and bound chromatin was eluted. ChIP-qPCR was performed on DNA
purified after treatment with RNase (30 min, 37°C) and proteinase K (2h,
55°C) followed by reversal of crosslinks (8–12h, 65°C).
The primers used for qPCR were described in [63].For analysis of mRNA transcripts, gene specific values were normalized
to the GAPDH housekeeping gene for each sample. All primer sequences are listed
in Supplementary Information
Table.
Identification of DDX5 as a RORγt-interacting partner
a, Mass spectrometry experimental workflow. Sorted
naïve CD4+ T cells from WT mice were cultured in vitro in
Th17 polarizing conditions for 48h. Immunoprecipitation of endogenous
RORγt was performed using RORγ/γt-specific
antibodies on whole cell lysates. RORγt enrichment in pull-down was
confirmed by immunoblot. Immunoprecipitated proteins were digested and
analyzed by mass spectrometry. The listed DDX5 peptides were identified in
the Th17 RORγt immunoprecipitate. b,
Co-immunoprecipitaton of DDX5 with anti-RORγt in lysates of in vitro
polarized Th17 cells. For gel source data, see Supplementary Figure
1. c, Cell surface phenotype of splenic and lymph
node
DAPI−CD19−CD8α−CD4+T
cells from WT and DDX5-Tko animals, examined by flow cytometry.
d, Immunoblot of RORγt protein expression whole
cell lysate of cultured Th17 cells from WT or DDX5-Tko animals. For gel
source data, see Supplementary Figure 1. e, Immunofluorescence
staining of RORγt in cultured Th17 cells from WT or DDX5-Tko
animals. f, Immunofluorescence staining of DDX5 revealed
nuclear localization in Th17 cells.
DDX5 co-regulates a subset of RORγt transcriptional targets in
polarized Th17 cells
a, Venn diagram of distinct and overlapping genes
regulated by RORγt and/or DDX5, as determined from RNA-seq studies.
b, Ingenuity Pathway Analysis of DDX5- and
RORγt-coregulated genes. c, IGV browser view showing
biological replicate RNA-seq coverage tracks of control, DDX5-Tko, or
RORγt-deficient in vitro polarized Th17 cell
samples at the Il17a, Il22, Ddx5, and Rorc
loci. d, Independent qRT-PCR validation of RNA-seq results
confirming effects of DDX5 deletion on RORγt target gene expression.
Graph shows mean ± s.d.
DDX5 chromatin localization in Th17 cells
a, ChIP-seq-generated heatmap of DDX5 occupancy in
regions centered on 16,003 RORγt-occupied sites (+/− 2kb).
KMeans linear normalization was used for clustering analysis by SeqMiner.
Metagene analysis on cluster 1 depicts RORγt-occupied regions with
DDX5 enrichment in wildtype but not DDX5-Tko cells; cluster 2 represents
RORγt-occupied regions without DDX5 enrichment. b, IGV
browser view of Il17a, Il17f, and Rorc
loci with ChIP-seq enrichment for RNAPol-II, RORγt, and DDX5.
c, Independent ChIP-qPCR of DDX5 in polarized Th17 cells.
DDX5 occupancy at the Il17a and Il17f loci
(as identified by RORγt ChIP-seq MACS peak called #32 and
#39 respectively from b.) in control, DDX5-Tko, or
RORγt-deficient cells. Results are representative of two independent
experiments. Each experiment was performed with two technical replicates.
Graph shows mean ± s.d. ** p<0.01 (Prism, t-test).
Influence of DDX5 on T cell phenotypes in autoimmune disease
models
a, At 8 weeks after T cell transfer, LILP mononuclear
cells were evaluated for amounts of IL-17A and IFNγ mRNA by qRT-PCR.
Results are representative of two independent experiments. Each experiment
was performed using large intestines from 3 animals in each condition.
qRT-PCR was performed with two technical replicates. Graph shows mean
± s.d. * p<0.03 (Prism, t-test). b, Gating
strategy for analysis of Th17 and Th1 cells from large intestine of
Rag2-deficient recipients of WT or DDX5-Tko naïve T cells analyzed
at 8 weeks after T cell transfer. c, Representative IL-17A and
IFNγ intracellular staining of
Aqua−CD4+RORγt+T helper
17 cells in spinal cord of MOG immunized animals on Day 21.
ncRNAs enriched in DDX5 and RORγt RIP-seq studies
a, DDX5-Tko cells were transduced with WT or
helicase-mutant DDX5 and evaluated for DDX5 expression by immunofluorescence
(left) and immunoblot (right) with anti-DDX5 antibody. For gel source data,
see Supplementary Figure
1. b, Venn diagram of ncRNAs detected by deep
sequencing following co-immunoprecipitation (RIP-seq) of ribosome-depleted
Th17 cell lysates with anti-DDX5 and anti-RORγt antibodies.
c, Abundance of top ncRNAs enriched in DDX5 and
RORγt immunoprecipitates from polarized Th17 cell lysates depleted
of ribosomes. Top panel indicates abundance of the ncRNAs in total lysate.
d, Conventional RIP-qRT-PCR experiments to compare Rmrp
association with DDX5 in Th17 and developing thymocytes. Results are
representative of three independent experiments. Each experiment was
performed with two technical replicates. Graph shows mean ± s.d. **
p<0.001 (Prism, t-test).
Rmrp and DDX5 knockdown in mouse and human Th17 cells
a, RNA FISH analysis, using probes specific for Rmrp
(green) and Malat1 (red) lncRNAs, in Th17 cells at 72h following
nucleofection with control (CTL) or Rmrp ASOs. b, Effect of
Rmrp ASOs targeting different regions of Rmrp transcript on levels of Rmrp,
IL-17F, and CCR6 RNAs in polarized Th17 cells. c, Knockdown of
DDX5 reduced IL-17A production in in vitro polarized human
RORγt+ Th17 cells. ** p<0.01 (Prism, t-test).
Representative result in left panel. Each dot represents a different healthy
donor (n=4). Graphs show mean ± s.d.
Effects of WT and mutant Rmrp in T cell differentiation
a, IL-17A mRNA in cell lysates of in
vitro polarized murine Th17 cells at 96 h following
transduction of control vector or WT Rmrp. Results are representative of two
independent experiments. b, IFNγ production in
polarized murine Th1 cells at 96 h after transduction of control or
Rmrp-encoding vector. Representative of two independent experiments. Each
experiment was performed with two technical replicates. c,
Comparison of human and mouse Rmrp sequences. Several
mutations identified in CHH patients are highlighted. d, IL-17A
production in polarized murine Th17 cells at 96 h after transduction of WT
or mutant Rmrp vectors. Representative of two independent experiments.
e, The Venn diagram depicts number of distinct and
overlapping genes regulated by RORγt, DDX5, and Rmrp in in
vitro-polarized Th17 cells. f, Expression of
cytokine and Foxp3 mRNAs in T cells from WT or
Rmrp mice cultured ex vivo in
Th17, iTreg, Th1 and Th2 polarizing conditions. Results are representative
of two independent experiments. Each experiment was performed with two
technical replicates. *** p<0.001 (Prism, t-test). g,
ChIP-qPCR experiment using anti-RORγ/γt antibodies on
chromatin of Th17 cells from WT or mutant animals cultured for 48 h
in vitro. Each dot represents a different biological
sample. WT, n=2; Rmrp, n=2. Result is
representative of three separate independent experiments. Graphs show mean
± s.d. N.S. not significant (Prism, t-test).
Effect of Ddx5 and Rmrp mutations in
inflammation and thymocyte development
a, Left panel: Percent weight change in
Rag2 recipients of WT
(black circles) or Rmrp (gray
squares) naïve CD4+ T cells in the transfer model of
colitis. Animal weight was measured on day 56. (WT: n=8;
Rmrp: n=8, combined from
three independent experiments). Graphs show mean ± s.d. ***
p<0.001 (Prism, t-test). Middle panel: histology score (scale of
0–24) (WT: n=8; and Rmrp:
n=5), combined from two independent experiments. ** p<0.01 (Prism,
t-test). Right panel: representative H&E staining of large intestine
of Rag2−/− animals on day 56
after naïve T cell transfer. b, Mice with deletion of
Ddx5 in early common lymphoid progenitors have normal
thymic development. Left: immunoblot of thymocyte lysates with anti-DDX5
antibody confirmed depletion of DDX5; right: percent CD4 single positive
(SP), CD8α SP, double positive (DP), and double negative (DN) cells
among total thymocyte. Each bar is result from one animal (wt/het, n=9;
DDX5-clpKO, n=6). For gel source data, see Supplementary Figure
1. c, Thymocyte and peripheral T cell surface
phenoptypes of WT and Rmrp knock-in
mice at steady state. Peripheral T cell gate:
DAPI−CD19−CD8α−CD4+.
Association of Rmrp lncRNA with DDX5 and RORγt in
vitro
a, In vitro translated HA-tagged
wildtype or helicase-dead DDX5 and FLAG-tagged RORγt were incubated
with in vitro transcribed Rmrp. After capture on anti-HA or anti-FLAG beads,
the amount of lncRNA was determined by qRT-PCR. Data are representative of
two independent experiments. Each experiment was performed with two
technical replicates. Graphs show mean ± s.d. *** p<0.001
(Prism, t-test). b, Helicase requirement for in
vitro interaction of DDX5 and RORγt. Recombinant
GST-DDX5 (wildtype or helicase-dead mutant) and His-RORγt
full-length protein were synthesized in E. coli, purified, and assayed for
binding with or without in vitro transcribed Rmrp RNA in
the presence exogenous ATP. For gel source data, see Supplementary Figure
1. c, Association of in vitro
transcribed WT and mutant Rmrp with recombinant GST-DDX5 captured on
glutathione beads (left) or with recombinant GST-DDX5 and His-RORγt
captured with anti-His antibody. Amounts of associated Rmrp were quantified
using qRT-PCR. Data are representative of two independent experiments. Each
experiment was performed with two technical replicates. Graphs show mean
± s.d. *** p<0.001 (Prism, t-test). d,
Comparison of ability of in vitro transcribed WT and RmrpG270T
lncRNA to promote interaction between recombinant RORγt and DDX5
in vitro. For gel source data, see Supplementary Figure
1.
Rmrp chromatin localization in Th17 cells
a, ChIRP-seq sample validation of Rmrp RNA pull-down
over other nuclear ncRNAs using pools of Even or Odd capture probes. Graphs
show mean ± s.d. b, ChIRP-qPCR of Rmrp RNA pull-down
from WT Th17 cell lysate treated with or without RNase (n=2). qPCR for each
sample was performed with two technical replicates. Graph shows mean
± s.d. ** p<0.001 (Prism, t-test). c, HOMER
motif analysis reveals top three DNA motifs within Rmrp-enriched peaks.
d. Significance of peak overlaps between Rmrp ChIRP-seq and
ChIP-seq for BATF (n=2), IRF4 (n=7), STAT3 (n=2), c-Maf (n=2), RORγt
(n=2), CTCF (n=2), RNA Pol II (n=2), H3K27me3 (n=4), and H3K4me3 (n=3) in
Th17 cells (hypergeometric distribution). Each dot represents a separate
biological replicate of ChIP-seq experiments. e, Venn Diagram
depicting changes in peaks called from Rmrp (ChIRP-seq) experiments in WT
and DDX5-Tko Th17 cells. f, Comparison of Rmrp chromatin
occupancy (ChIRP-seq) at known RORγt occupied loci in in
vitro-polarized Th17 cells from WT and
Rmrp mice.
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