Many intergenic long noncoding RNA (lncRNA) loci regulate the expression of adjacent protein coding genes. Less clear is whether intergenic lncRNAs commonly regulate transcription by modulating chromatin at genomically distant loci. Here, we report both genomically local and distal RNA-dependent roles of Dali, a conserved central nervous system expressed intergenic lncRNA. Dali is transcribed downstream of the Pou3f3 transcription factor gene and its depletion disrupts the differentiation of neuroblastoma cells. Locally, Dali transcript regulates transcription of the Pou3f3 locus. Distally, it preferentially targets active promoters and regulates expression of neural differentiation genes, in part through physical association with the POU3F3 protein. Dali interacts with the DNMT1 DNA methyltransferase in mouse and human and regulates DNA methylation status of CpG island-associated promoters in trans. These results demonstrate, for the first time, that a single intergenic lncRNA controls the activity and methylation of genomically distal regulatory elements to modulate large-scale transcriptional programmes.
Many intergenic long noncoding RNA (lncRNA) loci regulate the expression of adjacent protein coding genes. Less clear is whether intergenic lncRNAs commonly regulate transcription by modulating chromatin at genomically distant loci. Here, we report both genomically local and distal RNA-dependent roles of Dali, a conserved central nervous system expressed intergenic lncRNA. Dali is transcribed downstream of the Pou3f3 transcription factor gene and its depletion disrupts the differentiation of neuroblastoma cells. Locally, Dali transcript regulates transcription of the Pou3f3 locus. Distally, it preferentially targets active promoters and regulates expression of neural differentiation genes, in part through physical association with the POU3F3 protein. Dali interacts with the DNMT1 DNA methyltransferase in mouse and human and regulates DNA methylation status of CpG island-associated promoters in trans. These results demonstrate, for the first time, that a single intergenic lncRNA controls the activity and methylation of genomically distal regulatory elements to modulate large-scale transcriptional programmes.
A growing number of nuclear localised long noncoding RNAs (lncRNA, ≥ 200 nt) are
known to regulate gene transcription and chromatin organisation (reviewed in (Vance and Ponting, 2014)). Many of these
transcripts appear to act near to their site of synthesis to regulate the expression of
genes locally on the same chromosome (cis-acting).
Cis-acting lncRNA regulatory mechanisms have been described in detail
for a number of enhancer associated nuclear lncRNAs, as well as lncRNAs involved in the
processes of genomic imprinting and X chromosome inactivation (Tian et al., 2010; Melo et al.,
2013; Monnier et al., 2013; Mousavi et al., 2013; Santoro et al., 2013; Vallot et
al., 2013). Some cis-acting lncRNAs bind to DNA
methyltransferase (DNMT) proteins and regulate genomic DNA methylation levels
specifically at their sites of transcription (Mohammad
et al., 2010; Di Ruscio et al.,
2013).Trans-acting lncRNAs that regulate gene expression across multiple
chromosomes and on either allele have been documented less frequently. The ability of
such lncRNAs to exert widespread effects on gene expression in trans is
poorly understood, in large part because direct transcriptional targets for only very
few of these transcripts have thus far been identified (Chu et al., 2011; Ng et al., 2013;
Simon et al., 2011; Vance et al., 2014). Moreover, it is not clear whether these
transcripts commonly act directly, or within ribonucleoprotein complexes, and how they
might modify their target genes’ regulatory landscape such as by regulating their
DNA methylation profiles.Many thousand mammalian intergenic lncRNAs have now been identified. Not all lncRNA
transcript models will be functional, however. Single exon models, in particular, can be
artefacts arising from genomic DNA contaminating sequencing libraries, and transcripts
that are expressed at average levels lower than one copy per cell are less likely to
confer function. Highly and broadly expressed, and bona fide monoexonic intergenic
lncRNAs, such as Neat1 and
Malat1/Neat2, however, appear not to have essential
roles because their knockout mouse models are viable and fertile (Eissmann et al., 2012; Zhang et
al., 2012). Transcript sequences and levels are thus not reliable predictors
of mechanism. Instead, the significant temporal and spatial co-expression of genomically
adjacent intergenic lncRNA and transcription factor genes might suggest that such
lncRNAs commonly modulate transcriptional programmes that are initiated by these
transcription factors (Ponjavic et al., 2009).
Indeed, several intergenic lncRNAs have well-documented cis-acting
regulatory roles (Wang et al., 2011; Zhang et al., 2012; Berghoff et al., 2013).Spatiotemporal co-expression of intergenic lncRNA and transcription factor genes is most
pronounced during the development of the mouse central nervous system (CNS) (Ponjavic et al., 2009). To investigate the
mechanistic basis of this physical linkage we chose to study a 3.5-kb, CNS-expressed,
monoexonic, intergenic lncRNA termed Dali (DNMT1-Associated Long
Intergenic), owing to its conservation of sequence and transcription across therian
mammals and its genomic proximity to a transcription factor gene,
Pou3f3 (also known as Brn1 or
Oct8), which encodes a class III POU family transcription factor.
Dali is transcribed in the sense orientation, relative to
Pou3f3, from a locus 50 kb downstream of Pou3f3
within the flank of an extended genomic region (Figure
1A) that is characterised by near pervasive transcription in neuronal lineages
(Ramos et al., 2013). Sauvageau et al.
recently generated mouse knockout models for two of these intergenic lncRNA loci,
linc-Brn1a, and linc-Brn1b (Figure 1A). Genomic deletion of the linc-Brn1b
locus resulted in significant (∼50%) down-regulation of the upstream
Pou3f3 gene, and
linc-Brn1b mice exhibited
abnormalities of cortical lamination and barrel cortex organization (Sauvageau et al., 2013). These abnormalities may
derive from loss of the linc-Brn1b RNA transcript, or from the deletion
of DNA functional elements (Bassett et al.,
2014). The Dali locus is more distally located and does not
overlap previously described lncRNA loci or regulatory elements (Figure 1A).
Figure 1.
Conservation and expression within the Dali and
Pou3f3 loci.
(A) Schematic illustration of the mouse Pou3f3
genomic region showing coding and non-coding transcripts, enhancer elements
from Vista Enhancer Browser (Visel et
al., 2007), CpG islands, and published genomic deletions (Sauvageau et al., 2013).
(B) Conservation and relative sizes of Dali
transcripts in mouse and human confirmed by RACE. (C)
Dali and (D) Pou3f3 are
co-expressed temporally and spatially in the developing mouse brain. DVZ:
Dorsal ventricular zone; LVZ: Lateral ventricular zone; DCP: Dorsal cortical
plate; LCP: Lateral cortical plate; PP: pre-plate. The levels of
Dali, Pou3f3 were measured by qRT-PCR.
Results are normalised to Gapdh and presented relative to
expression in E9.0 sample (set arbitrarily to 1). Mean ± s.e., n =
3 (technical replicates). (E and F) Similarly to
Pou3f3, Dali is up-regulated during
neuronal differentiation of mouse ES cells. Neuronal differentiation of
mouse ES cells was induced using RA. The levels of Dali and
Pou3f3 were measured by qRT-PCR. Results are presented
relative to an Idh1 reference gene which does not change
significantly during differentiation. Mean ± s.e., n = 3.
(G and H) Dali is a chromatin
associated transcript. The relative amounts of Dali
(G) and a control mRNA (Gapdh)
(H) in the indicated fractions were measured by qRT-PCR.
Mean values ± s.e. of three independent experiments.
DOI:
http://dx.doi.org/10.7554/eLife.04530.003
(A) A detailed view of the mouse Dali locus
(red) indicating regions of vertebrate DNA sequence conservation.
Full-length Dali transcript was mapped using Rapid
Amplification of cDNA Ends (RACE) in mouse neuroblastoma N2A cells. Promoter
region appears to be most conserved. Within the transcript body, highly
conserved patches are interspersed with regions or more divergent sequence.
(B) Schematic illustration of the human
POU3F3 genomic region showing coding and non-coding
transcripts, enhancer elements (Vista Enhancer Browser) and conserved
genomic location and transcriptional orientation of DALI
relative to POU3F3. Human DALI ortholog
exhibits conserved genomic location and transcriptional orientation relative
to POU3F3. (C) A detailed view of the human
DALI locus (red) confirmed by RACE indicating regions of
vertebrate DNA sequence conservation. (D) Promoter region of
Dali in mouse is associated with DNase I
hypersensitivity sites in tissues expressing Dali (kidney
and brain) but not in ES cells where the Dali locus is
silent. (E) DALI locus in human is annotated
as a poised (or weak) enhancer by the ENCODE project 1. (F and
G) Dali is a brain-expressed lncRNA.
Dali and Pou3f3 expression levels were
measured in a panel of adult mouse tissues by quantitative RT-PCR (qRT-PCR).
Results were normalized by the average value of Gapdh and
Tbp reference genes. Mean values ± standard error
(s.e.) shown, n = 3 replicates. (H) Dali
levels in the developing mouse brain even at the earliest stages when it is
detected (E9.0 and E10.5) are much higher than in both proliferating and
differentiated N2A cells. LPP = Lateral pre-plate; DPP = Dorsal
pre-plate. (I) Similar to Dali and
Pou3f3, Dnmt1 is also up-regulated at
day 4 of RA-induced neuronal differentiation of ES cells. Mean values ±
s.e, n = 3. (K) Dali and
Pou3f3 are co-expressed temporally and spa ally in the
adult mouse brain (P56) in three regions of adult neurogenesis, that is
olfactory bulb, dentate gyrus and sub-ventricular zone. The relative levels
of Dali and Pou3f3 were measured in
samples obtained by dissecting indicated regions from a single male adult
mouse brain per sample using RT-qPCR. Measurements were normalised using
Gapdh and presented relative to expression in the
olfactory bulb samples (set arbitrarily to 1). Mean values ± s.e, n
= 2. (L) Dali is expressed at an
estimated 2.0 ± 0.4 copies per cell in N2A cells. We constructed a
standard curve of known Dali copy number by spiking in
vitro transcribed Dali transcripts into RNA from ES cells,
which do not express Dali (left). Mean
Dali expression per cell was calculated from four
independent RT-qPCR experiments using RNA extracted from a defined number of
cells. This value was used to estimate Dali copy number
form the standard curve. Mean copy number per cell ± s.e. is shown
(right).
DOI:
http://dx.doi.org/10.7554/eLife.04530.004
(A) Schematic representation of the Pou3f3 locus showing start
sites of transcripts in the region and positions of recognition sites of the
BglII restriction endonuclease (small vertical bars) used for the 3C
experiment. Below, the restriction fragments generated by BglII digestion
are annotated. Arrows indicate the position of the 3C qPCR primers. Numbers
represent the corresponding primer (small numbers indicate primers not used
in the final analysis due to technical reasons). Green bars indicate regions
found to be in close proximity to the Dali transcription start site used as
‘bait’. (B) Nuclear conformation of the Pou3f3
locus was studied in ES cells where the locus is silent and ES cell derived
neuronal precursors (4 days retinoic acid differentiation) where transcripts
in the regions are expressed. Mean values ± s.e, n = 3 (technical
replicates). (C and E) Quantification of genomic
interactions between the Dali TSS and the genomic fragments indicated in
(A) in ES cells (C) and ES cell derived
neuronal precursors (E). The y axis shows relative
cross-linking frequency, the x axis indicates the primer used in combination
with primer 21. (D and F) Graphical representation
of genomic distances between the Dali TSS, positioned at the centre of the
radar, and the indicated BglII genomic fragments in ES cells
(D) and ES cell derived neuronal precursors (F).
Distance was calculated as 1/cross-linking frequency.
DOI:
http://dx.doi.org/10.7554/eLife.04530.005
Conservation and expression within the Dali and
Pou3f3 loci.
(A) Schematic illustration of the mouse Pou3f3
genomic region showing coding and non-coding transcripts, enhancer elements
from Vista Enhancer Browser (Visel et
al., 2007), CpG islands, and published genomic deletions (Sauvageau et al., 2013).
(B) Conservation and relative sizes of Dali
transcripts in mouse and human confirmed by RACE. (C)
Dali and (D) Pou3f3 are
co-expressed temporally and spatially in the developing mouse brain. DVZ:
Dorsal ventricular zone; LVZ: Lateral ventricular zone; DCP: Dorsal cortical
plate; LCP: Lateral cortical plate; PP: pre-plate. The levels of
Dali, Pou3f3 were measured by qRT-PCR.
Results are normalised to Gapdh and presented relative to
expression in E9.0 sample (set arbitrarily to 1). Mean ± s.e., n =
3 (technical replicates). (E and F) Similarly to
Pou3f3, Dali is up-regulated during
neuronal differentiation of mouse ES cells. Neuronal differentiation of
mouse ES cells was induced using RA. The levels of Dali and
Pou3f3 were measured by qRT-PCR. Results are presented
relative to an Idh1 reference gene which does not change
significantly during differentiation. Mean ± s.e., n = 3.
(G and H) Dali is a chromatin
associated transcript. The relative amounts of Dali
(G) and a control mRNA (Gapdh)
(H) in the indicated fractions were measured by qRT-PCR.
Mean values ± s.e. of three independent experiments.DOI:
http://dx.doi.org/10.7554/eLife.04530.003
Analysis of the mouse and human Dali loci.
(A) A detailed view of the mouse Dali locus
(red) indicating regions of vertebrate DNA sequence conservation.
Full-length Dali transcript was mapped using Rapid
Amplification of cDNA Ends (RACE) in mouse neuroblastoma N2A cells. Promoter
region appears to be most conserved. Within the transcript body, highly
conserved patches are interspersed with regions or more divergent sequence.
(B) Schematic illustration of the human
POU3F3 genomic region showing coding and non-coding
transcripts, enhancer elements (Vista Enhancer Browser) and conserved
genomic location and transcriptional orientation of DALI
relative to POU3F3. Human DALI ortholog
exhibits conserved genomic location and transcriptional orientation relative
to POU3F3. (C) A detailed view of the human
DALI locus (red) confirmed by RACE indicating regions of
vertebrate DNA sequence conservation. (D) Promoter region of
Dali in mouse is associated with DNase I
hypersensitivity sites in tissues expressing Dali (kidney
and brain) but not in ES cells where the Dali locus is
silent. (E) DALI locus in human is annotated
as a poised (or weak) enhancer by the ENCODE project 1. (F and
G) Dali is a brain-expressed lncRNA.
Dali and Pou3f3 expression levels were
measured in a panel of adult mouse tissues by quantitative RT-PCR (qRT-PCR).
Results were normalized by the average value of Gapdh and
Tbp reference genes. Mean values ± standard error
(s.e.) shown, n = 3 replicates. (H) Dali
levels in the developing mouse brain even at the earliest stages when it is
detected (E9.0 and E10.5) are much higher than in both proliferating and
differentiated N2A cells. LPP = Lateral pre-plate; DPP = Dorsal
pre-plate. (I) Similar to Dali and
Pou3f3, Dnmt1 is also up-regulated at
day 4 of RA-induced neuronal differentiation of ES cells. Mean values ±
s.e, n = 3. (K) Dali and
Pou3f3 are co-expressed temporally and spa ally in the
adult mouse brain (P56) in three regions of adult neurogenesis, that is
olfactory bulb, dentate gyrus and sub-ventricular zone. The relative levels
of Dali and Pou3f3 were measured in
samples obtained by dissecting indicated regions from a single male adult
mouse brain per sample using RT-qPCR. Measurements were normalised using
Gapdh and presented relative to expression in the
olfactory bulb samples (set arbitrarily to 1). Mean values ± s.e, n
= 2. (L) Dali is expressed at an
estimated 2.0 ± 0.4 copies per cell in N2A cells. We constructed a
standard curve of known Dali copy number by spiking in
vitro transcribed Dali transcripts into RNA from ES cells,
which do not express Dali (left). Mean
Dali expression per cell was calculated from four
independent RT-qPCR experiments using RNA extracted from a defined number of
cells. This value was used to estimate Dali copy number
form the standard curve. Mean copy number per cell ± s.e. is shown
(right).DOI:
http://dx.doi.org/10.7554/eLife.04530.004
The Pou3f3 locus occurs in a folded nuclear conformation both prior to
and after the onset of the expression of its transcripts.
(A) Schematic representation of the Pou3f3 locus showing start
sites of transcripts in the region and positions of recognition sites of the
BglII restriction endonuclease (small vertical bars) used for the 3C
experiment. Below, the restriction fragments generated by BglII digestion
are annotated. Arrows indicate the position of the 3C qPCR primers. Numbers
represent the corresponding primer (small numbers indicate primers not used
in the final analysis due to technical reasons). Green bars indicate regions
found to be in close proximity to the Dali transcription start site used as
‘bait’. (B) Nuclear conformation of the Pou3f3
locus was studied in ES cells where the locus is silent and ES cell derived
neuronal precursors (4 days retinoic acid differentiation) where transcripts
in the regions are expressed. Mean values ± s.e, n = 3 (technical
replicates). (C and E) Quantification of genomic
interactions between the Dali TSS and the genomic fragments indicated in
(A) in ES cells (C) and ES cell derived
neuronal precursors (E). The y axis shows relative
cross-linking frequency, the x axis indicates the primer used in combination
with primer 21. (D and F) Graphical representation
of genomic distances between the Dali TSS, positioned at the centre of the
radar, and the indicated BglII genomic fragments in ES cells
(D) and ES cell derived neuronal precursors (F).
Distance was calculated as 1/cross-linking frequency.DOI:
http://dx.doi.org/10.7554/eLife.04530.005Pou3f3 is a single exon gene whose protein binds to DNA in a
sequence-specific manner. Pou3f3 contributes to both neuronal and
kidney development by regulating the proliferation and differentiation of progenitor
cells (Nakai et al., 2003). Mouse mutants with
homozygous loss of Pou3f3 die of renal failure within 36 hr
post partum (Nakai et al.,
2003), with severe defects of the hippocampus and forebrain among others
(McEvilly et al., 2002). In the developing
neocortex, Pou3f3 is expressed in late neuronal precursors and in
migrating neurons and, together with its closely related paralogue
Pou3f2, is required in ventricular zone progenitors for
deep-to-upper layer fate transition, sustained neurogenesis and cell migration (Dominguez et al., 2013).Our experiments show that Dali is required for the normal
differentiation of neural cells in culture. Furthermore, our results indicate that
Dali functions by modulating the expression of its neighbouring
Pou3f3 gene, as well as by interacting with the POU3F3 protein, and
by directly binding and regulating the expression of genes involved in the neuronal
differentiation programme in trans. Unexpectedly, Dali
associates with the DNMT1 DNA methyltransferase and reduction of Dali
levels increases DNA methylation at a subset of Dali-bound and
-regulated promoters in trans. Our data therefore provide the first
evidence that a lncRNA transcript can regulate multiple genes situated away from its
site of synthesis by binding to promoter-proximal regulatory elements and altering their
DNA methylation status in trans.
Results
Conserved Dali genomic organisation and transcription
Full-length mouse Dali is approximately 500 nt (2.6 kb) longer than
a previously identified AK034039 cDNA cloned from the telencephalon
(Figure 1—figure supplement 1A).
Its locus, downstream of the Pou3f3 gene, contains mammalian
conserved sequence both just upstream of its transcriptional start site, which
presumably contributes to this locus’ promoter, and within its transcribed
sequence. A positionally equivalent and sequence-similar human DALI
(∼3.7 kb) transcript was identified by RT-PCR and RACE in human foetal brain
(Figure 1B; Figure 1—figure supplement 1B,C). Transcriptional
evidence also exists for the orthologous locus in rat embryonic, as well as heart and
kidney, samples (data not shown).
Figure 1—figure supplement 1.
Analysis of the mouse and human Dali loci.
(A) A detailed view of the mouse Dali locus
(red) indicating regions of vertebrate DNA sequence conservation.
Full-length Dali transcript was mapped using Rapid
Amplification of cDNA Ends (RACE) in mouse neuroblastoma N2A cells. Promoter
region appears to be most conserved. Within the transcript body, highly
conserved patches are interspersed with regions or more divergent sequence.
(B) Schematic illustration of the human
POU3F3 genomic region showing coding and non-coding
transcripts, enhancer elements (Vista Enhancer Browser) and conserved
genomic location and transcriptional orientation of DALI
relative to POU3F3. Human DALI ortholog
exhibits conserved genomic location and transcriptional orientation relative
to POU3F3. (C) A detailed view of the human
DALI locus (red) confirmed by RACE indicating regions of
vertebrate DNA sequence conservation. (D) Promoter region of
Dali in mouse is associated with DNase I
hypersensitivity sites in tissues expressing Dali (kidney
and brain) but not in ES cells where the Dali locus is
silent. (E) DALI locus in human is annotated
as a poised (or weak) enhancer by the ENCODE project 1. (F and
G) Dali is a brain-expressed lncRNA.
Dali and Pou3f3 expression levels were
measured in a panel of adult mouse tissues by quantitative RT-PCR (qRT-PCR).
Results were normalized by the average value of Gapdh and
Tbp reference genes. Mean values ± standard error
(s.e.) shown, n = 3 replicates. (H) Dali
levels in the developing mouse brain even at the earliest stages when it is
detected (E9.0 and E10.5) are much higher than in both proliferating and
differentiated N2A cells. LPP = Lateral pre-plate; DPP = Dorsal
pre-plate. (I) Similar to Dali and
Pou3f3, Dnmt1 is also up-regulated at
day 4 of RA-induced neuronal differentiation of ES cells. Mean values ±
s.e, n = 3. (K) Dali and
Pou3f3 are co-expressed temporally and spa ally in the
adult mouse brain (P56) in three regions of adult neurogenesis, that is
olfactory bulb, dentate gyrus and sub-ventricular zone. The relative levels
of Dali and Pou3f3 were measured in
samples obtained by dissecting indicated regions from a single male adult
mouse brain per sample using RT-qPCR. Measurements were normalised using
Gapdh and presented relative to expression in the
olfactory bulb samples (set arbitrarily to 1). Mean values ± s.e, n
= 2. (L) Dali is expressed at an
estimated 2.0 ± 0.4 copies per cell in N2A cells. We constructed a
standard curve of known Dali copy number by spiking in
vitro transcribed Dali transcripts into RNA from ES cells,
which do not express Dali (left). Mean
Dali expression per cell was calculated from four
independent RT-qPCR experiments using RNA extracted from a defined number of
cells. This value was used to estimate Dali copy number
form the standard curve. Mean copy number per cell ± s.e. is shown
(right).
DOI:
http://dx.doi.org/10.7554/eLife.04530.004
Dali is a chromatin-associated transcript that is co-expressed
with Pou3f3 in neural cell lineages
ENCODE data indicate that both mouse and human Dali loci have the
properties of a weak (or poised) enhancer in both brain and kidney tissues (Figure 1—figure supplement 1D,E).
Consistent with this, Dali was most highly expressed in the adult
brain and kidney, two of the three tissues displaying highest Pou3f3
expression, when profiled across a panel of adult mouse organs (Figure 1—figure supplement 1F,G). In adult mouse (P56),
Dali and Pou3f3 were expressed in all three
regions of adult neurogenesis, the sub-ventricular zone (SVZ), olfactory bulb (OB),
and dentate gyrus (DG) (Figure 1—figure
supplement 1I) (Reviewed in Ming and
Song, 2011). Dali was also co-expressed with
Pou3f3 temporally and spatially in the developing mouse embryonic
brain (Figure 1C,D). Both transcripts were
up-regulated with the first appearance of cortical neurons (E10.5), and increased in
expression further as the ratio between neurons and progenitors grew (Figure 1C,D). Furthermore, both
Dali and Pou3f3 transcripts were undetectable in
self-renewing mouse E14 embryonic stem (ES) cells, but after 3 days of retinoic acid
(RA)-induced differentiation, a stage corresponding to the cell cycle exit of
neuronal progenitors and their differentiation into neurons, these transcripts were
rapidly up-regulated, their levels subsequently peaking at days 7
(Pou3f3) and 8 (Dali) (Figure 1E,F).Mouse neuroblastoma N2A cells, which are frequently used as a neuronal
progenitor-like cell type and an in vitro model of neuronal differentiation (Tremblay et al., 2010), express both
Dali (at a population-average level of 2 copies per cell (Figure 1—figure supplement 1K)) and
Pou3f3. When first detected in neuronal-progenitor-dominated
areas of the developing brain (E10.5), Dali is expressed at a level
at least two orders of magnitude higher than in N2A cells (Figure 1—figure supplement 1H). However, in N2A cells
treated with RA for 72 hr, Dali is up-regulated approximately
4.5-fold, similar to the up-regulation observed in embryonic cortical plate (both
dorsal and lateral) between days E10.5 to E18.5 (Figure 1—figure supplement 1H). Therefore, despite
Dali expression level differences in N2A cells and the in vivo
system, N2A cells represent an appropriate model system in which to study
Dali function. Furthermore, Dali, but not a
control mRNA (Gapdh), was highly enriched in the nucleus of N2A
cells, most abundantly in the chromatin fraction (Figure 1G,H). Taken together, the data suggest that Dali
may be involved in regulating nuclear function during neuronal development,
potentially in coordination with Pou3f3.
Dali regulates neural differentiation of N2A cells
We next investigated whether Dali regulates neural differentiation
by generating three independent stable Dali knockdown N2A cell lines
each showing approximately 50–70% reduction of Dali
transcript levels and inducing neural differentiation using RA (Figure 2A). Compared to a stable non-targeting control line,
fewer differentiated cells of Dali knockdown lines developed
neurites. Those that did exhibited shorter neurites, often with multiple short
outgrowths emanating from the same cell, compared to one or two long neurites
developed by differentiated control cells (Figure
2B,C) indicating that Dali is required for normal
differentiation of N2A cells.
Figure 2.
Dali plays a role in regulating genes in neuronal
cells.
(A) qRT-PCR analysis validates reduced levels of
Dali in three clonal Dali knockdown
cell lines compared to a control line. Mean values ± s.e., n =
3. (B) Reduced neurite outgrowth in RA-differentiated
Dali knockdown cells. Cells were imaged using bright
field microscopy. Cells with ≥1 neurites of length greater than
twice the cell body diameter were scored as positive. Average values
± s.e., n = 3. 500-600 cells were counted in each case across
at least three non-overlapping fields. (C) Representative
images of control and stable Dali knockdown cells
differentiated with RA for 72 hr. Scale bar = 200 μm.
(D) N2A cells were transfected with either a
non-targeting control (scrambled) or a Dali targeting
shRNA expression vector (shDali) for 72 hr. Mean values ± s.e., n
= 3. (E) Transient Dali knockdown
induces statistically significant changes in the expression of 270 genes
in N2A cells (10% FDR) (Supplementary file 2). (F) Gene
Ontology (GO) categories significantly enriched among
Dali regulated genes (5% FDR, hypergeometric test,
Benjamini and Hochberg correction; Supplementary file
2). (G) Decreased Pou3f3
expression upon Dali knockdown. Normalised using
Gapdh, shown relative to a non-targeting control (set
at 1). Mean values ± s.e., n = 3, one tailed t-Test, unequal
variance. (H) Reduced Pou3f3 levels in
stable Dali knockdown cells (see panel A).
qRT-PCR results were normalised using Gapdh and
presented relative to expression in control cells (set arbitrarily to 1).
Mean values ± s.e., n = 3, one tailed t-Test, unequal
variance.
DOI:
http://dx.doi.org/10.7554/eLife.04530.006
(A) Dali regulates expression of lncRNA AK011913. N2A cells
were transfected with either a non-targeting control (scrambled) or three
independent Dali targeting shRNA expression vectors. Dali and AK011913
levels were measured by RT-qPCR 72 hr post- transfection. Mean values
± s.e., n = 3, one tailed t-Test, unequal variance.
(B) AK011913 regulates expression of Dali and Pou3f3
positively and linc-Brn1a negatively. N2A cells were transfected with
either a non-targeting control (scrambled) or a AK011913 targeting shRNA
expression vector (shRNA). AK011913, Dali, linc-Brn1a and Pou3f3 levels
were measured by RT-qPCR 72 hr post- transfection. Mean values ±
s.e., n = 3, one tailed t-Test, unequal variance. (C)
RT-qPCR validation of transient Dali knockdown microarray results. Good
agreement between microarrays and RT-qPCR and across independent shRNA
constructs is observed, indicating that the results are unlikely to
represent technical artefacts or off-target effects. Mean values ±
s.e., n = 3.
DOI:
http://dx.doi.org/10.7554/eLife.04530.007
Dali plays a role in regulating genes in neuronal
cells.
(A) qRT-PCR analysis validates reduced levels of
Dali in three clonal Dali knockdown
cell lines compared to a control line. Mean values ± s.e., n =
3. (B) Reduced neurite outgrowth in RA-differentiated
Dali knockdown cells. Cells were imaged using bright
field microscopy. Cells with ≥1 neurites of length greater than
twice the cell body diameter were scored as positive. Average values
± s.e., n = 3. 500-600 cells were counted in each case across
at least three non-overlapping fields. (C) Representative
images of control and stable Dali knockdown cells
differentiated with RA for 72 hr. Scale bar = 200 μm.
(D) N2A cells were transfected with either a
non-targeting control (scrambled) or a Dali targeting
shRNA expression vector (shDali) for 72 hr. Mean values ± s.e., n
= 3. (E) Transient Dali knockdown
induces statistically significant changes in the expression of 270 genes
in N2A cells (10% FDR) (Supplementary file 2). (F) Gene
Ontology (GO) categories significantly enriched among
Dali regulated genes (5% FDR, hypergeometric test,
Benjamini and Hochberg correction; Supplementary file
2). (G) Decreased Pou3f3
expression upon Dali knockdown. Normalised using
Gapdh, shown relative to a non-targeting control (set
at 1). Mean values ± s.e., n = 3, one tailed t-Test, unequal
variance. (H) Reduced Pou3f3 levels in
stable Dali knockdown cells (see panel A).
qRT-PCR results were normalised using Gapdh and
presented relative to expression in control cells (set arbitrarily to 1).
Mean values ± s.e., n = 3, one tailed t-Test, unequal
variance.DOI:
http://dx.doi.org/10.7554/eLife.04530.006
Non-coding transcripts in the Pou3f3 locus form a network of
regulatory interactions.
(A) Dali regulates expression of lncRNA AK011913. N2A cells
were transfected with either a non-targeting control (scrambled) or three
independent Dali targeting shRNA expression vectors. Dali and AK011913
levels were measured by RT-qPCR 72 hr post- transfection. Mean values
± s.e., n = 3, one tailed t-Test, unequal variance.
(B) AK011913 regulates expression of Dali and Pou3f3
positively and linc-Brn1a negatively. N2A cells were transfected with
either a non-targeting control (scrambled) or a AK011913 targeting shRNA
expression vector (shRNA). AK011913, Dali, linc-Brn1a and Pou3f3 levels
were measured by RT-qPCR 72 hr post- transfection. Mean values ±
s.e., n = 3, one tailed t-Test, unequal variance. (C)
RT-qPCR validation of transient Dali knockdown microarray results. Good
agreement between microarrays and RT-qPCR and across independent shRNA
constructs is observed, indicating that the results are unlikely to
represent technical artefacts or off-target effects. Mean values ±
s.e., n = 3.DOI:
http://dx.doi.org/10.7554/eLife.04530.007
Dali regulates neural gene expression
To investigate the molecular function of Dali, we performed
microarray analysis to profile the transcriptome of N2A cells in which
Dali transcript levels had been depleted by ∼70% using
transient transfection of a specific Dali targeting shRNA expression
vector (Figure 2D; shRNA and RT-qPCR oligo
sequences and positions can be found in Supplementary file 1). Dali knockdown
resulted in statistically significant changes in expression levels for 270 genes
(False Discovery Rate [FDR] < 10%) compared to a non-targeting control (Supplementary file 2;
Figure 2E). 14 of 15 of these genes were
also determined as being differentially expressed, with similar fold changes, using
RT-qPCR and two additional independent shRNA expression constructs targeting
Dali (Figure 2—figure
supplement 1C). Gene expression changes we observed using microarrays were
thus unlikely to be dominated by off-target effects of the shRNA used. Gene Ontology
(GO) analysis revealed that Dali-regulated genes were significantly
enriched in cell cycle, DNA repair, cellular response to stimulus, and cell
projection assembly functions (Figure 2F and
Supplementary file
2; Benjamini-Hochberg corrected p ≤ 0.05). Taken together, these
expression and loss of function studies suggest that Dali acts as a
pro-differentiation factor in neural development.
Figure 2—figure supplement 1.
Non-coding transcripts in the Pou3f3 locus form a network of
regulatory interactions.
(A) Dali regulates expression of lncRNA AK011913. N2A cells
were transfected with either a non-targeting control (scrambled) or three
independent Dali targeting shRNA expression vectors. Dali and AK011913
levels were measured by RT-qPCR 72 hr post- transfection. Mean values
± s.e., n = 3, one tailed t-Test, unequal variance.
(B) AK011913 regulates expression of Dali and Pou3f3
positively and linc-Brn1a negatively. N2A cells were transfected with
either a non-targeting control (scrambled) or a AK011913 targeting shRNA
expression vector (shRNA). AK011913, Dali, linc-Brn1a and Pou3f3 levels
were measured by RT-qPCR 72 hr post- transfection. Mean values ±
s.e., n = 3, one tailed t-Test, unequal variance. (C)
RT-qPCR validation of transient Dali knockdown microarray results. Good
agreement between microarrays and RT-qPCR and across independent shRNA
constructs is observed, indicating that the results are unlikely to
represent technical artefacts or off-target effects. Mean values ±
s.e., n = 3.
DOI:
http://dx.doi.org/10.7554/eLife.04530.007
Dali and Pou3f3 share transcriptional
targets
To investigate whether Dali knockdown affects expression of the
adjacent Pou3f3 gene, we reduced its levels by transient
transfection of three different shRNA constructs in N2A cells. After 72 hr, reduction
of Dali levels by an average of 60–70% was found to reduce
Pou3f3 transcript levels by approximately 40% (Figure 2G). Three independent stable
Dali knockdown clones in which Dali levels were
reduced by 50–60% (Figure 2A) also
showed ∼15–40% lower Pou3f3 levels (Figure 2H). This suggests that the
Dali transcript positively regulates Pou3f3
expression in an RNA-dependent manner. The genome-wide transcriptional response to
Dali knockdown thus could be explained, in part, by its effect on
Pou3f3.Levels of another transcript, AK011913, expressed downstream of
Pou3f3 (Figure 1A) were
reduced by approximately 55% upon Dali knockdown (Figure 2—figure supplement 1A).
Reduction of AK011913 levels by approximately 60% using shRNAs
resulted in Dali and Pou3f3 levels decreasing by
73% and 82%, respectively (Figure 2—figure
supplement 1B). Linc-Brn1a, a lncRNA upstream of and
sharing a bi-directional promoter with Pou3f3, was up-regulated by
approximately 90% upon AK011913 depletion (Figure 2—figure supplement 1B). This is reminiscent of
the down-regulation of Pou3f3 and up-regulation of
lincBrn-1a following knockdown of another lncRNA downstream of
Pou3f3, lincBrn-1b (Figure 1A) (Sauvageau et al.,
2013). Together with previous reports, our data show the opposing
regulatory influences of lncRNAs transcribed up- and downstream of
Pou3f3 on its expression. Non-coding transcripts expressed from
the extended Pou3f3 locus thus contribute to a complex network of
regulatory interactions.Furthermore, Chromatin Conformation Capture (3C) showed that the
Dali promoter contacted three regions across the
Pou3f3 locus (Figure 1A)
in ES derived neuronal precursors (Figure
1—figure supplement 2) : 1) an enhancer element sequence lying
upstream of Pou3f3 within the linc-Brn1a locus, 2)
a region overlapping the 3′ UTR of Pou3f3 and full-length
AK53590 (which are both regulated by Dali), as
well as parts of TCONS_00000039 and linc-Brn1b,
including a differentially methylated region reported to be important in regulating
Pou3f3 expression (Mutai et
al., 2009), and 3) a region lying within another non-coding locus
(TCONS_00000040) (Ramos et al.,
2013). Neither Dali nor Pou3f3 appears to
play a role in initiating these DNA looping interactions because these contacts were
present in E14 ES cells where neither is expressed (Figure 1—figure supplement 2B). Nevertheless, the
Dali locus appears to contribute to an extended structurally and
transcriptionally complex region centred on the Pou3f3 gene.
Figure 1—figure supplement 2.
The Pou3f3 locus occurs in a folded nuclear conformation both prior to
and after the onset of the expression of its transcripts.
(A) Schematic representation of the Pou3f3 locus showing start
sites of transcripts in the region and positions of recognition sites of the
BglII restriction endonuclease (small vertical bars) used for the 3C
experiment. Below, the restriction fragments generated by BglII digestion
are annotated. Arrows indicate the position of the 3C qPCR primers. Numbers
represent the corresponding primer (small numbers indicate primers not used
in the final analysis due to technical reasons). Green bars indicate regions
found to be in close proximity to the Dali transcription start site used as
‘bait’. (B) Nuclear conformation of the Pou3f3
locus was studied in ES cells where the locus is silent and ES cell derived
neuronal precursors (4 days retinoic acid differentiation) where transcripts
in the regions are expressed. Mean values ± s.e, n = 3 (technical
replicates). (C and E) Quantification of genomic
interactions between the Dali TSS and the genomic fragments indicated in
(A) in ES cells (C) and ES cell derived
neuronal precursors (E). The y axis shows relative
cross-linking frequency, the x axis indicates the primer used in combination
with primer 21. (D and F) Graphical representation
of genomic distances between the Dali TSS, positioned at the centre of the
radar, and the indicated BglII genomic fragments in ES cells
(D) and ES cell derived neuronal precursors (F).
Distance was calculated as 1/cross-linking frequency.
DOI:
http://dx.doi.org/10.7554/eLife.04530.005
To examine to what extent the transcriptional response to Dali
knockdown can be explained by its effect on Pou3f3, we reduced the
level of Pou3f3 transcript in N2A cells by 35% using transient
transfection of a Pou3f3 targeting shRNA vector (Figure 3A) and using microarrays observed
statistically significant expression changes in 1041 genes (FDR <10%; Figure 3B). Dali transcript
levels do not change upon Pou3f3 depletion (Figure 3A). Genes differentially expressed after
Pou3f3 knockdown were enriched in categories related to cell
division and cell cycle (Figure 3C). The
intersection between the sets of genes differentially expressed in
Dali or in Pou3f3 knockdown cells was 6.2-fold
greater than expected by chance (p-value < 2.2 × 10−16),
and represented 31% of all genes differentially expressed in Dali
knockdown cells (Figure 3D). Approximately
equal numbers of genes shared between the two datasets were down- (43 genes) or
up-regulated (41 genes) in both experiments (Supplementary file 3). A strong correlation was observed
between the fold-change values of differentially expressed genes in
Dali and Pou3f3 knockdown experiments (R =
0.74; Figure 3E). Genes that were
significantly differentially expressed only when Dali was depleted
were enriched in chromatin assembly and MAPKKK signalling functions, whilst genes
that were differentially expressed only when Pou3f3 transcripts were
depleted were preferentially involved in dendrite development and axon guidance
(Figure 3F). Cell cycle, DNA repair, and
cellular response to stimulus genes were regulated by Dali in both
Pou3f3-dependent and -independent manners. We conclude that
Dali and Pou3f3 interact, either genetically or
molecularly, to regulate a subset of common targets involved in neural
differentiation, and that Dali also likely possesses
Pou3f3-independent transcriptional regulatory functions.
Figure 3.
Dali regulates transcription in both
Pou3f3-dependent and -independent manners.
(A) N2A cells were transfected with either a non-targeting
control (scrambled) or a Pou3f3 targeting shRNA expression
vector (knockdown). Pou3f3 and Dali levels
were measured by qRT-PCR 72 hr post- transfection. Mean values ± s.e.,
n = 3. (B) Pou3f3 knockdown resulted in
statistically significant changes in the expression of 1041 genes in N2A
cells ((10% FDR, Supplementary file 3). (C) GO-analysis of genes
differentially expressed upon Pou3f3 analysis (5% FDR,
hypergeometric test, Benjamini and Hochberg correction; Supplementary file
3). (D) Intersection of Pou3f3 and
Dali targets shows a significant (Fisher’s exact
test) overlap approximately 6.2 times as large as expected by chance alone.
(E) Target genes common between Dali and
Pou3f3 show correlated expression, with the nearly all
being positively or negatively regulated by both factors (R = 0.74;
Supplementary file
3). (F) Enrichments of Gene Ontology categories of
Pou3f3-dependent or -independent Dali
targets.
DOI:
http://dx.doi.org/10.7554/eLife.04530.008
Dali regulates transcription in both
Pou3f3-dependent and -independent manners.
(A) N2A cells were transfected with either a non-targeting
control (scrambled) or a Pou3f3 targeting shRNA expression
vector (knockdown). Pou3f3 and Dali levels
were measured by qRT-PCR 72 hr post- transfection. Mean values ± s.e.,
n = 3. (B) Pou3f3 knockdown resulted in
statistically significant changes in the expression of 1041 genes in N2A
cells ((10% FDR, Supplementary file 3). (C) GO-analysis of genes
differentially expressed upon Pou3f3 analysis (5% FDR,
hypergeometric test, Benjamini and Hochberg correction; Supplementary file
3). (D) Intersection of Pou3f3 and
Dali targets shows a significant (Fisher’s exact
test) overlap approximately 6.2 times as large as expected by chance alone.
(E) Target genes common between Dali and
Pou3f3 show correlated expression, with the nearly all
being positively or negatively regulated by both factors (R = 0.74;
Supplementary file
3). (F) Enrichments of Gene Ontology categories of
Pou3f3-dependent or -independent Dali
targets.DOI:
http://dx.doi.org/10.7554/eLife.04530.008
Dali regulates gene expression programmes during neural
differentiation of N2A cells
To further investigate the role of Dali in neuronal differentiation
we profiled the transcriptomes of proliferating or RA differentiated control and
Dali stable knockdown N2A cell lines. In proliferating cells, 733
genes were differentially expressed between Dali knockdown and
control cells (Figure 4A), including many
genes with functions related to neuronal differentiation, apoptosis, neuronal
function (Figure 4B). RA-mediated neuronal
differentiation induced expression changes in 958 genes in control cells and 1016
genes in Dali knockdown cells (Figure 4—figure supplement 1A,B). Based on GO category annotations,
differentiation of control or Dali knockdown cells was broadly
similar, and was associated with altered expression of cell cycle, cell
differentiation, energy metabolism, and neuron projection (Figure 4—figure supplement 1C,D). However, 804 genes
were differentially expressed between terminally differentiated control and
Dali knockdown cells (Figure
4C), of which 376 genes (46.8%) also differed in expression between
Dali knockdown and control cells prior to their differentiation
(Figure 4E). The 428 genes that were
significantly altered in expression only between stable Dali and
control differentiated cells were enriched in functional categories relating to
sterol biosynthesis, energy metabolism, cell cycle, response to chemical stimulus,
cell cycle, adhesion and small GTPase signalling (Figure 4D). All 11 (of 34 known) sterol biosynthesis genes were
down-regulated in Dali knockdown cells. This observation is
consistent with the impaired neurite outgrowth of stable Dali
knockdown cells because neuritogenesis and neurite outgrowth critically rely on
membrane biosynthesis, and therefore, on expression of sterol biosynthesis genes
(Paoletti et al., 2011).
Figure 4.
Gene expression analysis of stable Dali knockdown
cells.
(A) Stable Dali knockdown resulted in
statistically significant changes in the expression of 747 genes in N2A
cells (1.3-fold, 5% FDR, Supplementary file 4). 332 genes were
up-regulated, 415 down-regulated. (B) GO-analysis of genes
differentially expressed upon stable Dali depletion (5%
FDR, hypergeometric test, Benjamini and Hochberg correction).
(C) Stable Dali knockdown and control
cells were differentiated with retinoic acid for 72 hr. 825 genes were
differentially expressed between differentiated knockdown and control
lines ((≥1.3-fold, 5% FDR, Supplementary file 4). 436 genes were
up-regulated, 389 down-regulated. (D) GO-analysis of genes
differentially expressed only between differentiated stable
Dali knockdown and control cells (5% FDR,
hypergeometric test, Benjamini and Hochberg correction). (E)
Intersection of gene sets differentially expressed between stable
Dali knockdown and control cells prior to
(undifferentiated) and after retinoic acid addition (differentiated).
(F) GO-analysis of genes responding to retinoic acid
treatment differently between stable Dali knockdown and
control cells (5% FDR, hypergeometric test, Benjamini and Hochberg
correction). ‘Differential responder’ genes were identified
using multifactorial analysis of the stable Dali
knockdown arrays using limma (Smyth,
2004).
DOI:
http://dx.doi.org/10.7554/eLife.04530.009
(A and C) Heatmap displaying expression changes
in control (A) and stable Dali knockdown (C)
cells treated with RA for 72 hr. (B and D)
GO-analysis of genes differentially expressed (≥1.3-fold, 5% FDR)
upon RA treatment of control (B) and stable Dali knockdown
(D) cells (5% FDR, hypergeometric test, Benjamini and
Hochberg correction). GO categories significantly enriched among genes
changing ≥1.5-fold are marked with an asterisk (*).
DOI:
http://dx.doi.org/10.7554/eLife.04530.010
Figure 4—figure supplement 1.
Transcriptomics.
(A and C) Heatmap displaying expression changes
in control (A) and stable Dali knockdown (C)
cells treated with RA for 72 hr. (B and D)
GO-analysis of genes differentially expressed (≥1.3-fold, 5% FDR)
upon RA treatment of control (B) and stable Dali knockdown
(D) cells (5% FDR, hypergeometric test, Benjamini and
Hochberg correction). GO categories significantly enriched among genes
changing ≥1.5-fold are marked with an asterisk (*).
DOI:
http://dx.doi.org/10.7554/eLife.04530.010
Gene expression analysis of stable Dali knockdown
cells.
(A) Stable Dali knockdown resulted in
statistically significant changes in the expression of 747 genes in N2A
cells (1.3-fold, 5% FDR, Supplementary file 4). 332 genes were
up-regulated, 415 down-regulated. (B) GO-analysis of genes
differentially expressed upon stable Dali depletion (5%
FDR, hypergeometric test, Benjamini and Hochberg correction).
(C) Stable Dali knockdown and control
cells were differentiated with retinoic acid for 72 hr. 825 genes were
differentially expressed between differentiated knockdown and control
lines ((≥1.3-fold, 5% FDR, Supplementary file 4). 436 genes were
up-regulated, 389 down-regulated. (D) GO-analysis of genes
differentially expressed only between differentiated stable
Dali knockdown and control cells (5% FDR,
hypergeometric test, Benjamini and Hochberg correction). (E)
Intersection of gene sets differentially expressed between stable
Dali knockdown and control cells prior to
(undifferentiated) and after retinoic acid addition (differentiated).
(F) GO-analysis of genes responding to retinoic acid
treatment differently between stable Dali knockdown and
control cells (5% FDR, hypergeometric test, Benjamini and Hochberg
correction). ‘Differential responder’ genes were identified
using multifactorial analysis of the stable Dali
knockdown arrays using limma (Smyth,
2004).DOI:
http://dx.doi.org/10.7554/eLife.04530.009
Transcriptomics.
(A and C) Heatmap displaying expression changes
in control (A) and stable Dali knockdown (C)
cells treated with RA for 72 hr. (B and D)
GO-analysis of genes differentially expressed (≥1.3-fold, 5% FDR)
upon RA treatment of control (B) and stable Dali knockdown
(D) cells (5% FDR, hypergeometric test, Benjamini and
Hochberg correction). GO categories significantly enriched among genes
changing ≥1.5-fold are marked with an asterisk (*).DOI:
http://dx.doi.org/10.7554/eLife.04530.010In addition, several key neuronal differentiation genes, for example Nrcam,
Dscam, Dlx1 and Pax3, were differentially expressed
between Dali knockdown and control cells both prior to and after
differentiation. Furthermore, multifactorial analysis of RA-induced gene expression
changes in control and stable Dali knockdown cells showed that 174
genes responded to RA differently depending on the presence or knockdown of
Dali (FDR 5%; Supplementary file 4). These were significantly enriched in
categories relating to neuronal development (Figure
4F), including pro-differentiation factors such as the inhibitor of Wnt
signaling Dkk1 (Cajanek et al.,
2009) and Wnt receptor Fzd5 (Kemp et al., 2007).In summary, compared to control cells, stable Dali knockdown cells
exhibit contrasting alterations in gene expression programmes before and after
RA-induced differentiation. In both cases, these programmes are enriched in
functional categories related to neural differentiation and function, consistent with
the proposed role for Dali in neural development.
Dali preferentially binds to active promoters in
trans
We next sought to identify and characterise genes that are both bound and regulated
by Dali. To do so, we determined the genome-wide binding profile of
Dali in N2A cells using Capture Hybridisation Analysis of RNA
Targets (CHART)-Seq (Simon et al., 2011;
Simon, 2013) (Figure 5—figure supplement 1A–C). We discovered
1427 focal Dali-associated regions genome-wide (Figure 5A,B; Supplementary file 5), of which all nine selected loci were
validated by CHART-qPCR in an independent experiment (Figure 5—figure supplement 1D).
Figure 5—figure supplement 1.
CHART Analysis.
(A) CHART-seq was performed using cocktails of capture (C-)
oligos oligonucleotides complementary to accessible (violet) and/or
evolutionary conserved (blue) regions of Dali and a non-targeting
control. (B) Specific enrichment of Dali genomic locus (at
position 1250) using C-oligos compared to controls was assayed by qPCR.
Mean values ± s.e., n = 3 (technical replicates).
(C) Specific purification of Dali RNA using C-oligos
compared to controls was assayed by RT-qPCR. (D) CHART-seq
results were validated by performing an independent experiment with the
same three cocktails of oligonucleotides, a control sense oligo
complementary to the opposite strand of Dali locus and a non-targeting
lacZ control oligo. Enrichment of genomic regions identified as peaks was
assayed by qPCR. (E) Dali binds to chromatin in a focal
manner, with most peaks being <1000 bp wide. (F)
Computational analysis of CHART-seq peak set and Dali showed that DNA
sequences under peaks are not more complementary to Dali sequence than
control flanking regions, as judged by either length of aligned regions
(left) or alignment quality score (right). (G) DNA sequences
under peaks are also not predicted to form RNA:DNA–DNA triplexes
with the Dali transcript than control flanking regions.
DOI:
http://dx.doi.org/10.7554/eLife.04530.012
Figure 5.
CHART-Seq analysis of Dali genomic binding
sites.
(A) Peaks were called against control CHART-seq experiments
and input DNA. We consider only the 1427 peaks common to both comparisons
(Supplementary
File 5). (B) Sequencing of Dali
bound DNA reveals focal peaks, including those at the promoter of
Ache, E2f2, and
Hmgb2. (C and D)
Dali peaks are broadly distributed across the mouse
genome (C) but are particularly enriched in 5′ UTRs
and gene promoters (D). Red arrowheads in (C)
mark the Dali locus. (E) A third of
Dali peaks are situated within 5 kb of a TSS.
(F) Dali-bound loci are enriched in
active chromatin marks (H3K4me3, H3K27ac, PolII), DNase I
hypersensitivity regions, enhancers and CpG islands annotations (CGI),
and CTCF-bound regions, while being depleted of gene body marks
(H3K36me3) and repressive chromatin marks (H3K9me3 and H3K27me3).
(G) Representative categories from GO analysis of genes
associated with Dali binding sites (within 1 Mb) include
gene expression, cell cycle, signalling, synaptic transmission and
cytoskeleton organization among others. Categories marked with an
asterisk (*) are significantly enriched also among genes associated
with peaks within 10 kb of a TSS, with two asterisks
(**)—among genes with peaks within 100 kb (Supplementary File
5). (H) The intersection of genes proximal
(<1 Mb) to Dali peaks, regulated by
Dali and changing expression upon
Pou3f3 (10% FDR) knockdown identifies those both
bound and regulated by Dali, as well as genes regulated
by both Dali and Pou3f3 and directly
bound by Dali.
DOI:
http://dx.doi.org/10.7554/eLife.04530.011
(A) CHART-seq was performed using cocktails of capture (C-)
oligos oligonucleotides complementary to accessible (violet) and/or
evolutionary conserved (blue) regions of Dali and a non-targeting
control. (B) Specific enrichment of Dali genomic locus (at
position 1250) using C-oligos compared to controls was assayed by qPCR.
Mean values ± s.e., n = 3 (technical replicates).
(C) Specific purification of Dali RNA using C-oligos
compared to controls was assayed by RT-qPCR. (D) CHART-seq
results were validated by performing an independent experiment with the
same three cocktails of oligonucleotides, a control sense oligo
complementary to the opposite strand of Dali locus and a non-targeting
lacZ control oligo. Enrichment of genomic regions identified as peaks was
assayed by qPCR. (E) Dali binds to chromatin in a focal
manner, with most peaks being <1000 bp wide. (F)
Computational analysis of CHART-seq peak set and Dali showed that DNA
sequences under peaks are not more complementary to Dali sequence than
control flanking regions, as judged by either length of aligned regions
(left) or alignment quality score (right). (G) DNA sequences
under peaks are also not predicted to form RNA:DNA–DNA triplexes
with the Dali transcript than control flanking regions.
DOI:
http://dx.doi.org/10.7554/eLife.04530.012
CHART-Seq analysis of Dali genomic binding
sites.
(A) Peaks were called against control CHART-seq experiments
and input DNA. We consider only the 1427 peaks common to both comparisons
(Supplementary
File 5). (B) Sequencing of Dali
bound DNA reveals focal peaks, including those at the promoter of
Ache, E2f2, and
Hmgb2. (C and D)
Dali peaks are broadly distributed across the mouse
genome (C) but are particularly enriched in 5′ UTRs
and gene promoters (D). Red arrowheads in (C)
mark the Dali locus. (E) A third of
Dali peaks are situated within 5 kb of a TSS.
(F) Dali-bound loci are enriched in
active chromatin marks (H3K4me3, H3K27ac, PolII), DNase I
hypersensitivity regions, enhancers and CpG islands annotations (CGI),
and CTCF-bound regions, while being depleted of gene body marks
(H3K36me3) and repressive chromatin marks (H3K9me3 and H3K27me3).
(G) Representative categories from GO analysis of genes
associated with Dali binding sites (within 1 Mb) include
gene expression, cell cycle, signalling, synaptic transmission and
cytoskeleton organization among others. Categories marked with an
asterisk (*) are significantly enriched also among genes associated
with peaks within 10 kb of a TSS, with two asterisks
(**)—among genes with peaks within 100 kb (Supplementary File
5). (H) The intersection of genes proximal
(<1 Mb) to Dali peaks, regulated by
Dali and changing expression upon
Pou3f3 (10% FDR) knockdown identifies those both
bound and regulated by Dali, as well as genes regulated
by both Dali and Pou3f3 and directly
bound by Dali.DOI:
http://dx.doi.org/10.7554/eLife.04530.011
CHART Analysis.
(A) CHART-seq was performed using cocktails of capture (C-)
oligos oligonucleotides complementary to accessible (violet) and/or
evolutionary conserved (blue) regions of Dali and a non-targeting
control. (B) Specific enrichment of Dali genomic locus (at
position 1250) using C-oligos compared to controls was assayed by qPCR.
Mean values ± s.e., n = 3 (technical replicates).
(C) Specific purification of Dali RNA using C-oligos
compared to controls was assayed by RT-qPCR. (D) CHART-seq
results were validated by performing an independent experiment with the
same three cocktails of oligonucleotides, a control sense oligo
complementary to the opposite strand of Dali locus and a non-targeting
lacZ control oligo. Enrichment of genomic regions identified as peaks was
assayed by qPCR. (E) Dali binds to chromatin in a focal
manner, with most peaks being <1000 bp wide. (F)
Computational analysis of CHART-seq peak set and Dali showed that DNA
sequences under peaks are not more complementary to Dali sequence than
control flanking regions, as judged by either length of aligned regions
(left) or alignment quality score (right). (G) DNA sequences
under peaks are also not predicted to form RNA:DNA–DNA triplexes
with the Dali transcript than control flanking regions.DOI:
http://dx.doi.org/10.7554/eLife.04530.012Dali binding sites were typically limited to less than 1 kb in
length (Figure 5—figure supplement
1E) and were distributed across the genome with no apparent chromosomal biases
other than a depletion on the X chromosome which may reflect the inactivation of one
X chromosome copy in these female N2A cells (Figure
5C). These sites were preferentially located at the 5′ end of
protein coding genes (Figure 5D): 30.5% of
peaks were within 5 kb of a transcriptional start site (TSS) (Figure 5E). Dali bound sequences were
significantly enriched for H3K4me3, H3K4me1 and H3K27ac modified histones and PolII
occupancy, and were depleted for repressive histone marks (Figure 5F). This suggests that Dali
preferentially associates with regions of active chromatin. GO category enrichment
analysis showed that genes associated with Dali peaks contribute to
processes related to neuronal differentiation (cell cycle), neuronal projection
development (cytoskeleton organization and small GTPase mediated signal
transduction), neuronal function (synaptic transmission), and more general cellular
processes, such as gene expression, intracellular signalling, and cellular
homeostasis (Figure 5G). 150 genes (8.6% of
all Dali bound genes) regulated by Dali contained
Dali binding sites within their regulatory regions (Figure 5H) and presumably represent direct
transcriptional targets.
Dali interacts with chromatin modifying proteins
To investigate the mechanisms of its genomic targeting, we next performed
computational analysis of Dali bound sequences. We discovered that
Dali binding sites do not exhibit significant sequence
complementarity with the Dali transcript (Figure 5—figure supplement 1F, see Methods), and are
not likely to form RNA-DNA:DNA triplex structures (Figure 5—figure supplement 1G), suggesting that
Dali does not bind DNA directly. We therefore speculated that
Dali may be targeted to the genome indirectly thorough
RNA-protein interactions. To identify proteins that interact directly with
Dali, we performed a pull down assay in which in vitro
transcribed and 5′ end-biotinylated Dali was incubated with
nuclear extract prepared from day 4 RA-differentiated ES cells. We identified, using
mass spectrometry, 50 proteins that associated with Dali, but not
with antisense Dali or a size-matched unrelated control transcript
(Supplementary File
7). Direct interactions between the endogenous Dali
transcript and four of these candidate binding proteins, the DNA methyltransferase
DNMT1, the BRG1 core component of the SWI/SNF family chromatin remodelling BAF
complex, and the P66beta, and SIN3A transcriptional co-factors, were subsequently
validated using UV-crosslinked RNA Immunoprecipitation (UV-RIP) in N2A cells (Figure 6A,B). Human DALI was
also found, using UV-RIP, to interact with human DNMT1, yet not with BRG1, in human
neuroblastoma SH-SY5Y cells (Figure 6B).
Consequently, in further experiments, we focused on the evolutionarily conserved
DNMT1 interaction.
Figure 6.
Dali associates with chromatin and transcriptional
regulatory proteins.
Dali interacts with BRG1, SIN3A, and P66beta in mouse N2A
cells (A) and DNMT1 in mouse N2A and human SH-SY5Y cells
(B). Nuclear extracts prepared from UV cross-linked cells
were immuno-precipitated using either anti-DNMT1 or control IgG antibodies.
Associated RNAs were purified and the levels of Dali and
control Gapdh mRNA were quantified using qRT-PCR. Results
are expressed as fold enrichment relative to an isotype IgG control
antibody. Mean value ± s.e., n = 3. (C) De
novo discovery of a near-perfect match to a CTCF motif in
125/1427 (8.8%) Dali CHART-Seq peaks. (D)
Dali co-occupies several locations shared with CTCF.
Control regions are not predicted to be bound by CTCF and are not bound by
Dali. ChIP assays were performed in N2A cells using
either an antibody against CTCF or an isotype specific control. The
indicated DNA fragments were amplified using qPCR. Fold enrichment was
calculated as 2-ΔΔCt (IP/IgG). Mean value ± s.e., n =
3. (E) Dali does not directly interact with
CTCF protein in mouse N2A cells. Nuclear extracts were prepared from UV
cross-linked cells and immuno-precipitated using either anti-CTCF or control
IgG antibodies. Associated RNAs were purified and the levels of
Dali and control U1 snoRNA were
detected in each UV-RIP using qRT-PCR. Results are expressed as fold
enrichment relative to an isotype IgG control antibody. Results are
presented as mean value ± s.e. of three independent experiments.
(F) De novo discovery of a motif for POU
III family transcription factors (which includes POU3F3) in 115/1427 (8.1%)
Dali CHART-Seq peaks. (G) UV-RIP in N2A
cells: FLAG-tagged POU3F3 protein directly interacts with
Dali. Mean value ± s.e., n = 3.
(H) ChIP-qPCR in N2A cells: POU3F3 occupies a subset of loci
bound by Dali and regulated by both Pou3f3
and Dali. Loci associated with known
(Dali-independent) Pou3f3 targets were
used as positive control, while loci not regulated by either
Pou3f3 or Dali and not bound by
Dali were used as negative control. Mean value ±
s.e., n = 3.
DOI:
http://dx.doi.org/10.7554/eLife.04530.013
Dali associates with chromatin and transcriptional
regulatory proteins.
Dali interacts with BRG1, SIN3A, and P66beta in mouse N2A
cells (A) and DNMT1 in mouse N2A and human SH-SY5Y cells
(B). Nuclear extracts prepared from UV cross-linked cells
were immuno-precipitated using either anti-DNMT1 or control IgG antibodies.
Associated RNAs were purified and the levels of Dali and
control Gapdh mRNA were quantified using qRT-PCR. Results
are expressed as fold enrichment relative to an isotype IgG control
antibody. Mean value ± s.e., n = 3. (C) De
novo discovery of a near-perfect match to a CTCF motif in
125/1427 (8.8%) Dali CHART-Seq peaks. (D)
Dali co-occupies several locations shared with CTCF.
Control regions are not predicted to be bound by CTCF and are not bound by
Dali. ChIP assays were performed in N2A cells using
either an antibody against CTCF or an isotype specific control. The
indicated DNA fragments were amplified using qPCR. Fold enrichment was
calculated as 2-ΔΔCt (IP/IgG). Mean value ± s.e., n =
3. (E) Dali does not directly interact with
CTCF protein in mouse N2A cells. Nuclear extracts were prepared from UV
cross-linked cells and immuno-precipitated using either anti-CTCF or control
IgG antibodies. Associated RNAs were purified and the levels of
Dali and control U1 snoRNA were
detected in each UV-RIP using qRT-PCR. Results are expressed as fold
enrichment relative to an isotype IgG control antibody. Results are
presented as mean value ± s.e. of three independent experiments.
(F) De novo discovery of a motif for POU
III family transcription factors (which includes POU3F3) in 115/1427 (8.1%)
Dali CHART-Seq peaks. (G) UV-RIP in N2A
cells: FLAG-tagged POU3F3 protein directly interacts with
Dali. Mean value ± s.e., n = 3.
(H) ChIP-qPCR in N2A cells: POU3F3 occupies a subset of loci
bound by Dali and regulated by both Pou3f3
and Dali. Loci associated with known
(Dali-independent) Pou3f3 targets were
used as positive control, while loci not regulated by either
Pou3f3 or Dali and not bound by
Dali were used as negative control. Mean value ±
s.e., n = 3.DOI:
http://dx.doi.org/10.7554/eLife.04530.013Interestingly, 9 of 58 human transcription factors reported by Hervouet et al. as
interacting with the DNMT1 protein (Hervouet et
al., 2010), including CTCF, but also AP-2, C-ets-1, LRH1, PARP, PAX6,
STAT1, YY1, and Sp1, were found to have binding site motifs that were significantly
enriched within our stringent Dali bound CHART-seq peaks (Supplementary File 6).
Motifs for none of 42 transcription factors that do not interact with DNMT1 but
interact with DNMT3a and/or DNMT3b (Hervouet et
al., 2010) were enriched in these peaks (Supplementary File 6). In
particular, using a de novo motif discovery approach, we found a highly-enriched
CTCF-binding site-like motif in 125 out of 1427 Dali peaks (9%; MEME
E-value = 3.1 × 10−62; Figure 6C) (Supplementary File 7). This result was concordant with the greater than
expected overlap between Dali-associated regions and known CTCF
binding sites in neuronal tissues (Figure 5F)
(Shen et al., 2012). Using Chromatin
Immunoprecipitation and qPCR (ChIP-qPCR) in N2A cells, we confirmed the
CTCF-enrichment of previously-known CTCF-binding sites within 7
Dali-bound and regulated promoters, but not at four control regions
(Figure 6D). However, despite CTCF and
Dali thus occupying a subset of shared genomic binding sites,
UV-RIP provided no evidence of a direct physical interaction (Figure 6E). Consequently, Dali and CTCF may be
non-interacting molecular subunits of a larger ribonucleoprotein complex, or
alternatively they might independently bind adjacent sequence, or compete for binding
to the same region. Taken together, the data suggest that Dali is
recruited to chromatin via indirect interactions with several DNA-binding proteins
through its direct association with DNMT1.
Depletion of Dali leads to DNA methylation changes at bound and
regulated promoters
Increasing numbers of lncRNAs have been shown to direct DNA methylation changes at
their sites of synthesis (Mohammad et al.,
2010; Di Ruscio et al., 2013). The
direct interaction of Dali with DNMT1, however, suggests that it may
be able to regulate DNMT1-mediated CpG methylation at CpG island-associated promoters
of Dali-bound and -regulated genes in trans. To
investigate this, we performed Combined Bisulfite Restriction Analysis (COBRA) (Xiong and Laird, 1997) in parallel at 10
different CpG islands. Selection of these regions was on the basis that they each
contained several COBRA-compatible restriction enzyme sites and could be efficiently
amplified from bisulfite-converted template. COBRA demonstrated that five of these
regions (corresponding to four genes) exhibited altered restriction profiles
indicative of altered DNA methylation status after Dali depletion
depletion (Figure 7—figure supplement
1). The inability of COBRA to detect changes at all sites may indicate that
the DNA methylation status of the remaining regions did not change upon
Dali depletion or that changes that occurred were undetected due
to technical limitations of the assay.
Figure 7—figure supplement 1.
DNA Methylation analysis.
(A) DNA methylation status of three Dali-bound and regulated
CGI-associated promoters (Dlgap5, Nos1, and Hmgb2; see Figure 7) was assayed in a stable
control and two independently isolated Dali knockdown lines (mean value
± s.e., n = 3). The degree of DNA methylation increase
correlated with the degree of Dali depletion observed. (B,
C, D, E) Combined bisulfite
restriction analysis (COBRA assay) results for Hmgb2 (B),
Fbn1 (C), Dlgap5 (D), Nos1 (E).
COBRA was performed by bisulfite-treating genomic DNA of control and
stable Dali knockdown cells, proliferating and differentiated with RA
(+RA), PCR-amplifying the CpG-island associated promoters of the
indicated Dali-bound and regulated genes, and digesting the PCR products
with COBRA-compatible or control enzymes.
DOI:
http://dx.doi.org/10.7554/eLife.04530.015
Bisulfite sequencing demonstrating that the Dlgap5,
Hmgb2, and Nos1 promoters each display increased
CpG methylation in two independent stable Dali knockdown lines
compared to control further confirmed these results (Figure 7A). Importantly, these data show that methylation changes occur
within the core of these CpG islands and are not limited to their shores. Although
other unidentified factors are also likely to play a role, our results are consistent
with Dali (or a Dali:POU3F3 complex) acting in
trans, as part of a multi-subunit ribonucleoprotein complex, to
reduce DNMT1-mediated CpG methylation at a subset of bound and regulated gene
promoters away from its site of transcription.
Figure 7.
Dali modulates DNA methylation at bound and
regulated promoters.
(A) DNA methylation status of three CGI-associated promoters
bound and regulated by Dali was assessed using bisulfite
sequencing in control and two stable Dali knockdown
lines. DNA methylation levels were found to be increased in knockdown
lines. The degree of increase was correlated with the degree of
Dali knockdown (see Figure 7—figure supplement 1). (B)
Nos1 gene has two clusters of alternative TSSs (Exon
1 and Exon 2). The upstream neuronal tissue-specific cluster (Exon 1) is
associated with a CpG island and is bound by Dali.
(C) Down-regulation of Nos1 observed in
stable Dali knockdown lines can be explained by reduced
initiation from the Dali-bound TSS (Exon 1), as the
ratio between Exon1 and an internal Exon 3 is diminished, while the ratio
between Exon 2 and Exon 3 is not changed. Mean values ± s.e, n
= 3, one tailed t-Test, unequal variance. (D)
Dali transcript regulates Pou3f3
locally and E2f2 distally in ES mouse cells.
Dali is expressed from its endogenous locus in
non-expressing mouse E14 ES cells using custom-designed TALE-TF (left).
De novo induction of the endogenous Dali locus is
sufficient to up-regulate the neighbouring Pou3f3 gene
and down-regulate the distally located E2f2 gene
(right). Mean value ± s.e., n = 3.
DOI:
http://dx.doi.org/10.7554/eLife.04530.014
(A) DNA methylation status of three Dali-bound and regulated
CGI-associated promoters (Dlgap5, Nos1, and Hmgb2; see Figure 7) was assayed in a stable
control and two independently isolated Dali knockdown lines (mean value
± s.e., n = 3). The degree of DNA methylation increase
correlated with the degree of Dali depletion observed. (B,
C, D, E) Combined bisulfite
restriction analysis (COBRA assay) results for Hmgb2 (B),
Fbn1 (C), Dlgap5 (D), Nos1 (E).
COBRA was performed by bisulfite-treating genomic DNA of control and
stable Dali knockdown cells, proliferating and differentiated with RA
(+RA), PCR-amplifying the CpG-island associated promoters of the
indicated Dali-bound and regulated genes, and digesting the PCR products
with COBRA-compatible or control enzymes.
DOI:
http://dx.doi.org/10.7554/eLife.04530.015
Dali modulates DNA methylation at bound and
regulated promoters.
(A) DNA methylation status of three CGI-associated promoters
bound and regulated by Dali was assessed using bisulfite
sequencing in control and two stable Dali knockdown
lines. DNA methylation levels were found to be increased in knockdown
lines. The degree of increase was correlated with the degree of
Dali knockdown (see Figure 7—figure supplement 1). (B)
Nos1 gene has two clusters of alternative TSSs (Exon
1 and Exon 2). The upstream neuronal tissue-specific cluster (Exon 1) is
associated with a CpG island and is bound by Dali.
(C) Down-regulation of Nos1 observed in
stable Dali knockdown lines can be explained by reduced
initiation from the Dali-bound TSS (Exon 1), as the
ratio between Exon1 and an internal Exon 3 is diminished, while the ratio
between Exon 2 and Exon 3 is not changed. Mean values ± s.e, n
= 3, one tailed t-Test, unequal variance. (D)
Dali transcript regulates Pou3f3
locally and E2f2 distally in ES mouse cells.
Dali is expressed from its endogenous locus in
non-expressing mouse E14 ES cells using custom-designed TALE-TF (left).
De novo induction of the endogenous Dali locus is
sufficient to up-regulate the neighbouring Pou3f3 gene
and down-regulate the distally located E2f2 gene
(right). Mean value ± s.e., n = 3.DOI:
http://dx.doi.org/10.7554/eLife.04530.014
DNA Methylation analysis.
(A) DNA methylation status of three Dali-bound and regulated
CGI-associated promoters (Dlgap5, Nos1, and Hmgb2; see Figure 7) was assayed in a stable
control and two independently isolated Dali knockdown lines (mean value
± s.e., n = 3). The degree of DNA methylation increase
correlated with the degree of Dali depletion observed. (B,
C, D, E) Combined bisulfite
restriction analysis (COBRA assay) results for Hmgb2 (B),
Fbn1 (C), Dlgap5 (D), Nos1 (E).
COBRA was performed by bisulfite-treating genomic DNA of control and
stable Dali knockdown cells, proliferating and differentiated with RA
(+RA), PCR-amplifying the CpG-island associated promoters of the
indicated Dali-bound and regulated genes, and digesting the PCR products
with COBRA-compatible or control enzymes.DOI:
http://dx.doi.org/10.7554/eLife.04530.015One of these genes, Nos1, has multiple alternative promoters falling
into two distinct regions (for simplicity referred to here as Exon 1 and Exon 2)
whose differentiated use is proposed to fine-tune its expression in response to
various physiological and developmental stimuli (Bros et al., 2006). Only the 5′-most region contains a CpG island
and is bound by Dali (Figure
7B). By measuring expression levels of the three 5′-most
Nos1 exons in stable Dali knockdown and control
lines we observed that the expression level of the 5′ most
Dali-bound Exon 1 was reduced, relative to that for Exon 3, when
Dali was depleted, whereas the expression ratio between Exons 2
and 3 was unaffected (Figure 7C). The
preferential use of the 5′ most CpG site could reflect a secondary effect of
Dali knockdown. Nevertheless, the observation that this site is
bound by Dali transcript suggests that Dali may
function by promoting the preferential use of a distantly located (and more rarely
used) alternative promoter potentially through its effect on promoter-associated CpG
island methylation.
Dali and POU3F3 protein form a trans-acting
transcriptional regulatory complex
A recognisable binding motif for POU III family transcription factors, such as
POU3F3, was present in 115 out of 1427 Dali CHART-Seq peaks (8.0%;
E-value = 3.8 × 10−5; Figure 6F). This finding, together with
Dali and Pou3f3 regulating a set of common genes
(Figure 3D) and Dali
occupying regulatory regions within 135 (13%) of Pou3f3 targets
(Figure 5H), suggested that
Dali and POU3F3 protein may interact physically. Indeed, we
observed direct RNA-protein interactions between over-expressed FLAG-tagged POU3F3
and co-transfected Dali, using UV-RIP in N2A cells (Figure 6G). Using ChIP-qPCR, we then determined
that at least five genes that were regulated by both Dali and
Pou3f3 contained regions that were bound both by
Dali and by POU3F3 protein (Figure 6H). These results provide further mechanistic insights into
Dali's mode of action and indicate that Dali and
POU3F3 form a complex that binds to and regulates a subset of genes in
trans in N2A cells.
Induction of the endogenous Dali transcript in mouse ES cells
regulates Pou3f3 locally and E2f2 distally
Finally, we tested whether de novo expressed Dali transcript can act
as a transcriptional regulator in order to further substantiate the observation that
Dali functions as a novel regulator of both local and distal gene
expression. To achieve this, we induced Dali expression from its
endogenous locus in E14 mouse ES cells, which do not express Dali or
Pou3f3 to detectable levels, using transient transfection of an
artificial Transcription Activator-Like effector (TALE) transcription factor. After
72 hr, up-regulation of Dali transcript was shown to significantly
increase Pou3f3 expression (Figure
7D). Dali expression from its own locus is thus sufficient
to induce the expression of its genomically neighbouring Pou3f3 gene
(Figure 7D). We next investigated the
expression levels of E2f2, a gene that we found to be negatively
regulated by Dali using shRNA mediated knockdown (Supplementary file 2), and
found that Dali up-regulation reduced E2f2
transcript levels by approximately 40% (Figure
7D). Taken together, these results indicate that Dali can
regulate both local and distal target genes when its expression is induced from its
endogenous locus.
Discussion
The ability of nuclear localised lncRNAs to act in trans at distal
genomic locations to regulate gene expression programs has been poorly understood. This
is in large part because the direct transcriptional targets of only a small number of
such transcripts (for example, Paupar (mouse), HOTAIR,
NEAT1, TERC, RMST (all human), and
rox2 (Drosophila)) have been identified thus far
(Chu et al., 2011; Simon et al., 2011; Ng et al.,
2013; Vance et al., 2014).
Consequently, it has been unclear how these transcripts are targeted to distal
functional elements and whether thereafter they alter chromatin structure in situ.In this study we found evidence that the intergenic lncRNA Dali acts
both locally to regulate the expression of its nearest protein-coding gene,
Pou3f3, and distally to regulate both
Pou3f3-dependent and -independent target genes in an RNA-dependent
manner. 8.8% (150) of all genes whose expression altered following Dali
depletion were associated with Dali binding sites within 1 Mb (although
30% of peaks reside within 5 kb of a TSS, see Figure
5E) and, therefore, are likely to represent direct regulatory targets. This
proportion lies within the range of functional sites observed for transcription factors
(Cusanovich et al., 2014). Our results are
consistent with a model in which mouse or human Dali is recruited to
chromatin indirectly via RNA-protein interactions with both sequence-specific
transcription factor proteins, such as POU3F3 which is encoded by its neighbouring gene,
or non-sequence specific DNA binding cofactors including DNMT1, which in turn may
interact with sequence-specific DNA-binding proteins. In this model,
Pou3f3-dependent target genes are regulated by Dali
both indirectly, via its transcriptional regulatory effect on the
Pou3f3 gene, and directly via its physical interaction with the
POU3F3 protein and their co-occupancy at regulatory regions of target genes.Our data show that both human and mouse Dali associate with DNMT1 and
that depletion of Dali levels increases CpG methylation at
Dali bound and regulated promoters in trans. Whilst
a growing body of literature has implicated lncRNAs, such as Kcnq1ot1
and ecCEBPA (Mohammad et al.,
2010; Di Ruscio et al., 2013), in
modulating CpG methylation in a DNMT1-dependent manner at their sites of synthesis, our
findings represent the first evidence that an intergenic lncRNA can regulate DNA
methylation in trans at distal genomic locations away from its site of
transcription.Our findings suggest that Dali inhibits DNA methylation at a subset of
bound and regulated regions, presumably deposited by the DNMT1 DNA methyltransferase, to
which it binds. DNMT1 binds structured RNA with higher affinity than its DNA substrate
(Di Ruscio et al., 2013). It is thus
possible that Dali competes for binding to DNMT1 with either protein
co-factors such as UHRF1, which loads and orients the enzyme on the DNA substrate (Inomata et al., 2008), or its DNA substrate.
Targeting of DNMT1 to specific loci is believed to be mediated by DNMT1-interacting
transcription factors. 58 transcriptional factors have been reported as DNMT1
interactors (Hervouet et al., 2010), of which 9
have enriched sequence motifs in Dali CHART-Seq peaks. We thus propose
a model in which such transcription factors promote the sequence-specificity of
Dali-modulated DNA methylation changes. The genomic co-localisation
of DNMT1 and transcription factors using ChIP remains unknown owing to the poor
performance of the available anti-DNMT1 antibodies in this application.We have shown that Dali regulates genes involved in neural development
and function and its depletion disrupts terminal stages of neuronal differentiation,
more particularly neurite outgrowth development. Dali RNA binds to and
up-regulates the promoters or promoter-proximal regions of key pro-differentiation
factors, such as E2f2 (Persengiev et
al., 2001), Fam5b (Terashima et al., 2010), Sparc (Bhoopathi et al., 2011) and Dkk1 (Cajanek et al., 2009) (Watanabe et al., 2005), as well as binding and negatively
regulating genes such as Kif2c and Kif11 which are
known to block neurite outgrowth (Laketa et al.,
2007; Myers and Baas, 2007; Nadar et al., 2012). Therefore,
Dali works as a pro-differentiation factor in neural development by
regulating the balance between proliferation and differentiation, as well as processes
associated with terminal neuronal differentiation.Cis- or trans-acting modes of action have been
proposed for a growing number of lncRNAs (Fatica and
Bozzoni, 2014). Dali is unusual in acting in a
transcript-dependent manner to perform both local and distal gene regulatory roles like
another such lncRNA, Paupar (Vance et
al., 2014). Dali is transcribed in the vicinity of a neuronal
transcription factor Pou3f3. Both Dali and
Paupar lncRNAs are CNS-expressed and evolutionarily constrained
transcripts that are co-expressed with their neighbouring transcription factor genes
both spatially and temporally. Moreover, both lncRNAs interact directly with the protein
product of their neighbouring genes, POU3F3 and PAX6, respectively, to regulate a large
set of targets in trans. These observations, together with the
preferential genomic location of intergenic lncRNA loci adjacent to transcription factor
genes (Ponjavic et al., 2009) imply that
lncRNAs may commonly interact with the product of genomically adjacent transcription
factor genes to act in trans on distal genes.
Materials and methods
Plasmid construction
We used the Whitehead Institute siRNA selection program to design shRNAs that target
multiple regions of Dali or Pou3f3. To minimise the
possibility of off-target effects, we compared candidate sequences against the NCBI
RefSeq database and removed those with ≥15 bases in the anti-sense strand that
matched a database entry. We then cloned the double stranded DNA oligonucleotides
containing sense-loop-antisense targeting sequences downstream of the U6 promoter in
pBS-U6-CMVeGFP (Sarker et al., 2005) by
linker ligation. The Dali expression plasmid was constructed by PCR
amplifying the full length Dali sequence as an
EcoRI-XhoI fragment from mouse N2A cell genomic
DNA and inserting it into pcDNA3. The FLAG-tagged Pou3f3 expression
plasmid was constructed by excising the full length Pou3f3 ORF from
Pou3f3 (NM_008900) mouse cDNA clone in pCMV Entry vector
(Cambridge Biosciences, UK) and inserting it into the multiple cloning site (MCS) of
the N-terminal pFLAG-CMV-6a vector (Sigma–Aldrich, UK) between
EcoRI and EcoRV sites. The sequences of all
oligonucleotides used for cloning are shown in Supplementary file 1.
Dali and Pou3f3 knockdown
Cells were plated at a density of approximately 2 × 105 cells per
well in a six well plate. 16–24 hr later cells were transfected with 1.5
μg shRNA expression construct using FuGENE 6 (Promega, UK) following the
manufacturer's instructions. Total RNA was extracted from the cells 48–72 hr
later using TRIzol-chloroform extraction method. For stable transfections, N2A cells
were co-transfected with the pBSU6-shRNA expression vector and pTK-Hyg (Clontech,
Mountain View, CA) at a 5:1 ratio. 72 hr post-transfection 200 μg/ml Hygromycin
B was added to the cells to select individual drug resistant clones that were later
isolated and expanded under selective conditions. Dali expression in
individual clones was measured by qRT-PCR.
qRT-PCR and RACE
Reverse transcription was performed using the QuantiTect Reverse Transcription Kit
(Qiagen, Netherlands). SYBR Green quantitative PCR was performed using a Step One
Plus Real-Time PCR System (Applied Biosystems, UK). For RACE, GeneRacer Kit
(Invitrogen, UK) was used according to the manufacturer's instructions. Human foetal
brain RNA was purchased from Promega. Primers are listed in Supplementary file 1.
Cell culture
Mouse N2A neuroblastoma and E14 ES cells were cultured as described in (Vance et al., 2014). The N2A cell line was
chosen because it has been used extensively as a model to study neural
differentiation in vitro (Shea et al.,
1985). Human neuroblastoma (SH-SY5Y) cells were grown in DMEM/F12 medium
supplemented with 10% FBS, 1% penicillin-streptomycin, and 1% L-glutamine at
37°C in a humidified atmosphere with 5% CO2. Biochemical
fractionation, ChIP and UV-RIP experiments was performed exactly as described in
Vance et al. (2014). The following
antibodies were used: anti-DNMT1 (ab87656; Abcam, UK), anti-BRG1 (ab4081; Abcam),
anti-P66beta (ab76924; Abcam), anti-SIN3A (Active Motif, Belgium, 39,865), anti-CTCF
(Abcam, 70,303), anti-rabbit IgG control antibodies (Millipore, Billerica, MA) and
mouse monoclonal anti-FLAG M2 beads (Sigma–Aldrich) for FLAG-tagged POU3F3
experiments.
Animal work
All animal experiments were conducted in accordance to schedule one UK Home Office
guidelines (Scientific Procedures Act, 1986). C57BL/6J, postnatal day P56 male and
pregnant females were killed by cervical dislocation; whole brains were dissected in
ice-cold phosphate-buffered saline (PBS) from adult (n = 2), and intrauterine
stages E9 (n = 6), E10.5 (n = 6), E13.5 (n = 6), E15.5 (n = 6)
and E18.5 (n = 6) mice. Brains were embedded in 5% agarose (low melting,
Bioline) and sectioned using a vibrating microtome (Leica, VT1000S) into 200 μm
coronal sections using a chilled solution of 1:1 mixture of RNAlater (Ambion) and
PBS. Regions of interest (adult: dentate gyrus, subventricular zone and olfactory
bulb; embryos: preplate, proliferative compartmenst combining ventricular and
subventricular zones, and cortical plate from lateral and dorsal tiers) were
dissected from individual sections using 27 gauge needles under visual guidance,
using transillumination on a dissecting microscope (MZFLIII, Leica, Switzerland).
Dissected samples were rinsed in RNAse free PBS/RNAlater 1:1, submerged in ice-cold
RNAlater kept for 24 hr at 4°C and stored at −80°C in RNAlater until
processing.
Transcriptomic analysis
Total RNA was isolated using the Qiagen Mini RNeasy kit according to the
manufacturers' instructions. RNA integrity was assessed on a BioAnalyzer (Agilent
Technologies, UK). 200 ng RNA was used to produce labelled sense single stranded DNA
(ssDNA) for hybridization with the Ambion WT Expression Kit, the Affymetrix WT
Terminal Labelling and Controls Kit and the Affymetrix Hybridization, Wash, and Stain
Kit following the manufacturer’s instructions. Sense ssDNA was fragmented and
the distribution of fragment lengths was assessed on a BioAnalyzer. Next, fragmented
ssDNA was labelled and hybridized to the Affymetrix GeneChip Mouse Gene 1.0 ST Array
(Affymetrix, UK). Arrays were processed on an Affymetrix GeneChip Fluidics Station
450 and Scanner 3000.CEL files were analysed using the Limma, oligo, and genefilter R Bioconductor
packages (Smyth, 2004; Carvalho and Irizarry, 2010). Arrays were RMA background
corrected and quantile normalised. Summary expression values were calculated at the
gene level. Genes whose expression changed upon Dali and
Pou3f3 knockdown, as well as upon retinoic acid induced
differentiation of control and stable Dali knockdown cells, were
filtered to remove genes showing little variation in expression (variance cut off of
0.5) before the identification of significant changes. In every case, the Limma
Ebayes algorithm was used to identify differential expression between three knockdown
and three control samples (biological replicates). 1.3-fold change cutoff was applied
in every case. GOToolbox was used to perform Gene Ontology analyses ((Martin et al., 2004); http://genome.crg.es/GOToolBox/). Representative significantly
enriched categories were selected from a hypergeometric test with a
Benjamini-Hochberg corrected p-value threshold of 0.05.
CHART
CHART Enrichment and RNase H Mapping experiments were performed as described in
(Simon, 2013). We designed 10
biotinylated DNA capture (C)-oligos: 5 oligos complementary to the most accessible
regions of Dali, as determined by RNase H mapping, and 5 oligos
targeting the most evolutionarily conserved regions of the transcript (Figure 5A). These oligos were used as two
cocktails of 5 oligos, and as a pool of all 10. As controls, we used an oligo
designed to target the antisense Dali sequence (absent from the N2A
transcriptome). Additionally we require peaks to not overlap with those identified in
an analogous CHART-sequence experiment using the E. coli lacZ
sequence (GSE52571) (Vance et al.,
2014). Compared to controls, all three cocktails of Dali
oligos showed significant enrichment of the Dali transcript (10-fold
compared to lacZ), but no enrichment of the abundant mRNA
Gapdh (Figure 5B). Without
any prior information about Dali genomic binding, we considered its
endogenous site of synthesis to assess the enrichment of transcript-associated DNA
loci. Specific enrichment of Dali at its locus was observed as
expected (Figure 5—figure supplement
1).CHART extract was prepared from approximately 3 × 108 N2A cells per
pull down and hybridized overnight with 810 pmol biotinylated oligonucleotide
cocktail (Supplementary File
1) at room temperature with rotation. 250 μl MyOneC1 streptavidin
beads (Invitrogen) were used to capture the complexes overnight at room temperature
with rotation. After extensive washes, bound material was eluted using RNase H (New
England Biolabs (NEB), UK) for 30 min at room temperature. Samples were treated with
Proteinase K and cross-links were reversed. RNA was purified from 1/5 total sample
volume using the QIAGEN miRNeasy kit. DNA was prepared from the remaining sample
using the phenol:chloroform:isoamyl alcohol extraction and ethanol precipitation
method. DNA was further sheared to an average fragment size of 150–300 bp
using a Bioruptor (Diagenode, Belgium) and sequenced on an Illumina HiSeq (50 bp
paired end).
Computational analysis of CHART-seq data
CHART-seq was performed with three independent pull down samples (using two
independent cocktails of 5 C-oligos, and one cocktail containing all 10 C-oligos) and
sequenced simultaneously with a matched input sample. 50 bp, paired-end reads were
mapped to the mouse genome (mm9) using bowtie with the options ‘–m1
–v2 –best–strata–a’. For each
Dali sample, peaks were called against the matched N2A input
sample (4208 peaks) and CHART-seq peaks previously analogously identified in N2A
cells using two lacZ controls (1928 peaks) (Vance et al., 2014). Peak calls were made using the MACS2
algorithm ((Zhang et al., 2008); https://github.com/taoliu/MACS/blob/master/README) with the options
‘–mfold 10 30 –gsize = 2.39e9 –qvalue =
0.01’ using the CGAT pipeline ‘pipeline_mapping.py’ (https://github.com/CGATOxford/cgat). Peak calls were then filtered
such that only peak calls with a −log10 q value >5 were retained (FDR
0.001%).We discovered 1427 Dali-associated regions genome-wide called
against both input and lacZ control samples (Figure 5A; Supplementary file 5).
Characterisation of Dali binding sites
The chromosomal distribution of Dali peaks was visualised using the
R Bioconductor package ‘ggbio’ (Yin
et al., 2012). Genome territory enrichments analysis was performed using
the Genome Association Tester (GAT; (Heger et al.,
2013)). 10,000 simulations were performed using a mappability filtered
workspace and an isochore file partitioning the genome into eight bins based on
regional GC content. For the chromosomal enrichment analyses, chromosomal territories
were proportionally assigned to a single virtual meta-chromosome before using GAT to
test for GC and mappability corrected enrichments as above. Gene Ontology categories
enriched for Dali binding were identified by intersecting regulatory
regions for known coding genes with Dali binding sites. Regulatory
regions for genes were defined following the GREAT definition (McLean et al., 2010) as a basal domain surrounding the TSS
(from −5 kb to +1 kb) and extending domains upstream and downstream to
the nearest gene's basal domain or to a maximum distance of 1 Mb. Enrichments were
identified using GOToolbox.Dali peaks were characterised using DNase I hypersensitivity (HS)
data generated by the Stamatoyannopoulos lab at the University of Washington and
chromatin features identified by the Ren lab at the Ludwig Institute for Cancer
Research ((Shen et al., 2012); ENCODE Project Consortium, 2012). Enrichments
of DNase I HS and chromatin features overlapping Dali peaks were assessed using GAT
to control for mappability and regional GC content as above.Complementarity between Dali sequence and binding locations was
assessed using the EMBOSS Water algorithm (Rice et
al., 2000) which performs Smith-Waterman alignment with a range of gap
opening and extension penalties. RNA-DNA:DNA triplex formation was assessed using the
Triplexator search software suit (Buske et al.,
2012). The MEME-ChIP (Machanick and
Bailey, 2011) algorithm was used to perform de novo motif discovery
analysis by examining the unmasked DNA sequence of the central regions of peak
locations. MEME-ChIP was run with the options ‘-meme-mod zoops -meme-minw 5
-meme-maxw 30–meme-nmotifs 50’ using a custom background file prepared
from regions flanking the peak locations using the command ‘fasta-get-markov
-m 2’. Enrichment of known vertebrate transcription factor binding sites from
the TRANSFAC Professional database (Matys et al.,
2006) was assessed using the AME algorithm (McLeay and Bailey, 2010) with the options
‘–method fisher–length-correct’ using the sequence and
background file prepared for MEME-ChIP analysis.
3C
E14 ES cells or day 4 ES-derived neuronal were cross-linked with 2% formaldehyde.
Nuclei were prepared and permeabilized with 0.3% SDS in 1.2× restriction buffer
(NEB3 for BglII) for 1 hr at 37°C. Then, SDS was sequestered by
adding 1.8% Triton X-100. 1 × 106 nuclei (∼15 μg of
chromatin) were digested with 400 units of BglII restriction enzyme
overnight, and the enzyme was inactivated. Nuclei were diluted in 1.15× T4 DNA
ligation buffer (NEB), and SDS sequestered by adding 1% Triton X-100. The digested
chromatin was ligated using 100 Weiss units of T4 DNA ligase for 4 hr at 16°C
and treated with Proteinase K to reverse cross-links. Samples were further treated
with RNase A, and DNA was phenol-chloroform extracted and ethanol precipitated.A RP23-92N4 (CHORI; BACPAC) Bacterial Artificial Chromosome (BAC) clone covering the
Pou3f3-Dali locus was treated as above and used as a control
template for the 3C assay. Ligation products of 3C and BAC samples were quantified by
qPCR. PCR reactions consisted of 300 ng 3C sample, 0.2 μM test primers and a
primer corresponding to Dali promoter and 1× SYBR Green PCR
Mastermix (Life Technologies, UK). All reactions were performed in triplicate. The
mean threshold cycle (Ct) value was calculated and used to calculate relative amounts
of PCR products. To normalise for different primer efficiencies, interaction
frequencies were calculated by dividing the amount of PCR product obtained from the
3C sample by the amount of DNA obtained from control BAC DNA. Interaction frequencies
were also normalised to Gapdh internal controls prepared from
genomic DNA in the same manner as the BAC clone sample. All primers used are listed
in Supplementary file
1.
COBRA
We used COBRA to study 9 out of 44 CpG island-containing promoters bound by
Dali and associated with genes differentially expressed between
stable Dali knockdown and control cell lines prior to or subsequent
to the RA-induced differentiation. 80–350 ng of genomic DNA was
bisulfite-treated using EZ DNA Methylation Gold kit according to the manufacturer's
instruction and used for PCR amplification. Primers for amplifying bisulfite
converted template DNA were designed using MethPrimer software accessible at
http://www.urogene.org/methprimer/ (Li and Dahiya, 2002). PCR products were on-column purified with QIAquick
PCR Purification Kit. 250 ng to 1 μg of purified products were incubated with
appropriate COBRA-compatible (BstUI (NEB), MspI
(NEB), TaqI (Thermo Scientific), HpyCH4IV (NEB)) or
control (Hsp92II (Promega), BfaI (NEB)) restriction
enzymes overnight. Restriction products were analysed on 3% low melting point agarose
gels.
TALE-mediated up-regulation
Target regions were selected and TAL effector constructs were designed using
software, tools, and information found on the TAL Effector Nucleotide Targeter
2.0 website accessible from https://tale-nt.cac.cornell.edu/. Construction of custom TALE-TFs
designed to target promoter-proximal region of Dali to up-regulate
transcription from the locus was performed as described by Sanjana et al. (2012). The TALE-TF was designed to target the
following region lying upstream of the TSS of Dali: chr1 (mm9):
42807019-42807038 ("TGTCCCTTGTCCACATATCT"). The TAL domain sequence used was as
follows: NH NG HD HD HD NG NG NH NG HD HD NI HD NI NG NI NG.
Data deposition
Microarray and CHART-Seq data have been deposited in the GEO database under accession
number GSE62035 (http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE62035).eLife posts the editorial decision letter and author response on a selection of the
published articles (subject to the approval of the authors). An edited version of the
letter sent to the authors after peer review is shown, indicating the substantive
concerns or comments; minor concerns are not usually shown. Reviewers have the
opportunity to discuss the decision before the letter is sent (see review
process). Similarly, the author response typically shows only responses
to the major concerns raised by the reviewers.Thank you for sending your work entitled "The DNMT1 associated lncRNA
Dali is an epigenetic regulator of neural differentiation" for
consideration at eLife. Your article has been favorably evaluated by
Detlef Weigel (Senior editor) and 2 reviewers, one of whom is a member of our Board of
Reviewing Editors. The Reviewing editor and the other reviewer discussed their comments
before we reached this decision, and the Reviewing editor has assembled the following
comments to help you prepare a revised submission.Your work focuses on the functional roles of the lncRNA Dali and its
regulation not only of its neighboring transcription factor gene Pou3f3, but importantly
also at distal sites through the methylation of these sites. The topic of the functional
roles of lncRNAs is of keen interest and most importantly the mechanism of how these
roles are achieved is of critical importance. Thus, this manuscript is both timely and
important. However, there are several issues that the authors should make clearer for
the readers in order for an audience to understand the messages being communicated and
to provide a clear and supportable set of conclusions. These issues are:1) Several places in the manuscript the authors' interpretation of their data
results in a set of specific conclusions about mechanisms or cause and effect
relationships that are not the only explanation or conclusion. Importantly, there is no
acknowledgement of other interpretations or explanations of why other interpretations
cannot be concluded. For example, while the suggestion of recruitment of
Dali via a complex of DNA binding proteins that include CTCF is an
interesting hypothesis, this collection of data can be interpreted by alternative
mechanisms such as the coincident binding of CTCF (due to CTCF genome-wide and abundant
binding).2) What was the basis of choosing 10 Dali binding sites? What changes,
if any occur, at the other 5 sites? Given that half of the results obtained are
consistent with the model of Dali or Dali:Pou3f3
complex acting in trans to reduce DNMT1 methylation, there appears to be the likelihood
that the mechanism may minimally involve a more complex set of interactions. This should
be acknowledged.3) “…we performed Combined Bisulfite Restriction Analysis (COBRA) (Xiong and Laird, 1997) in parallel at 10 different
CpG islands and demonstrated that five of these regions (corresponding to 4 genes)
exhibited altered restriction profiles indicative of altered DNA methylation status
after Dali depletion […] These results are consistent with Dali
(or a Dali:POU3F3 complex, see below) acting in trans to reduce
DNMT1-mediated CpG methylation at a subset of bound and regulated gene promoters away
from its site of transcription”: this is speculation since the effect on the use
of the 5' most CpG site could be achieved through a secondary effect of the
Dali KD.4) Figure 2E (heat map); are these the results of
all 3 KDs or only1? Given the results seen in Figure
2E what data indicates that some or most of these expression changes are not
explained by "off-target" effects by the sequences used in the KDs?1) Several places in the manuscript the authors' interpretation of their
data results in a set of specific conclusions about mechanisms or cause and effect
relationships that are not the only explanation or conclusion. Importantly, there is
no acknowledgement of other interpretations or explanations of why other
interpretations cannot be concluded. For example, while the suggestion of recruitment
of Dali via a complex of DNA binding proteins that include CTCF is an interesting
hypothesis, this collection of data can be interpreted by alternative mechanisms such
as the coincident binding of CTCF (due to CTCF genome-wide and abundant
binding).We have now edited the main text to include additional explanations that are also
consistent with the data as suggested by the reviewers. This specific example now states
that Dali and CTCF “might independently bind adjacent sequence,
or compete for binding to the same region”.2) What was the basis of choosing 10 Dali binding sites? What
changes, if any occur, at the other 5 sites? Given that half of the results obtained
are consistent with the model of Dali or Dali:Pou3f3
complex acting in trans to reduce DNMT1 methylation, there appears to be the
likelihood that the mechanism may minimally involve a more complex set of
interactions. This should be acknowledged.We selected these 10 Dali binding sites to maximise the likelihood of
detecting DNA methylation changes using COBRA. We ensured that each region contained
several COBRA-compatible restriction enzyme sites and could be efficiently amplified
from bisulfite-converted template.We also now indicate that the failure to detect changes at all regions tested could
reflect either that the DNA methylation status of the remaining regions did not change
upon Dali depletion or that those changes that occurred were undetected
due to technical limitations of the COBRA assay.We agree with the reviewers that Dali mediated DNA methylation changes
in trans may minimally involve a more complex set of interactions that
are in addition to Dali, POU3F3 and DNMT1. This is acknowledged in the
revised manuscript as suggested. We now state: “Although other unidentified
factors are also likely to play a role, our results are consistent with
Dali (or a Dali:POU3F3 complex) acting in
trans, as part of a multi-subunit ribonucleoprotein complex, to
reduce DNMT1-mediated CpG methylation at a subset of bound and regulated gene promoters
away from its site of transcription.”3) “…we performed Combined Bisulfite Restriction Analysis (COBRA)
() in parallel at 10 different CpG islands and
demonstrated that five of these regions (corresponding to 4 genes) exhibited altered
restriction profiles indicative of altered DNA methylation status after Dali
depletion […] These results are consistent with Dali (or
a Dali:POU3F3 complex, see below) acting in trans to reduce
DNMT1-mediated CpG methylation at a subset of bound and regulated gene promoters away
from its site of transcription”: this is speculation since the effect on the
use of the 5' most CpG site could be achieved through a secondary effect of
the Dali KD.Thank you. We now have added: “The preferential use of the 5́’ most
CpG site could reflect a secondary effect of Dali knockdown.
Nevertheless, the observation that this site is bound by Dali
transcript suggests that Dali may function by promoting the
preferential use of a distantly located (and more rarely used) alternative promoter
potentially through its effect on promoter-associated CpG island
methylation.”4)
(heat map); are these the results of all 3 KDs or only1? Given the results seen
in
what data indicates that some or most of these expression changes are not
explained by "off-target" effects by the sequences used in the KDs?The data in Figure 2E were generated from three
independent Dali knockdowns. To assess whether these expression changes
are likely to be explained by ‘off-target’ effects we used two further
shRNA expression constructs targeting different regions of the Dali
transcript to deplete Dali expression and validated expression changes
in 14 out of 15 Dali targets identified in the microarray. These
results are shown in Figure 2-figure supplement
1 panel C and in the modified text.
Authors: Federica Santoro; Daniela Mayer; Ruth M Klement; Katarzyna E Warczok; Alexey Stukalov; Denise P Barlow; Florian M Pauler Journal: Development Date: 2013-03 Impact factor: 6.868
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