Tzu-Chen Lin1, Shubhendu Palei1, Daniel Summerer1. 1. Department of Chemistry and Chemical Biology, Technical University of Dortmund, Otto-Hahn-Str. 4a, 44227 Dortmund, Germany.
Abstract
Methyl-CpG binding domain (MBD) proteins and ten-eleven-translocation (TET) dioxygenases are the readers and erasers of 5-methylcytosine (5mC), the central epigenetic mark of mammalian DNA. We employ light-activatable human TET1 controlled by a genetically encoded photocaged serine to enable in vivo kinetic studies of their interplay at the common substrate methylated cytosine-guanine (mCpG). We identify the multidomain reader MBD1 to negatively regulate TET1-catalyzed 5mC oxidation kinetics via its mCpG-binding MBD domain. However, we also identify the third Cys-x-x-Cys (CXXC3) domain of MBD1 to promote oxidation kinetics by TET1, dependent on its ability to bind nonmethylated CpG, the final product of TET-mediated mCpG oxidation and active demethylation. In contrast, we do not observe differences in TET1 regulation for MBD1 variants with or without the transcriptional repressor domain. Our approach reveals a complex, domain-dependent interplay of these readers and erasers of 5mC with different domain-specific contributions of MBD1 to the overall kinetics of TET1-catalyzed global 5mC oxidation kinetics that contribute to a better understanding of dynamic methylome shaping.
Methyl-CpG binding domain (MBD) proteins and ten-eleven-translocation (TET) dioxygenases are the readers and erasers of 5-methylcytosine (5mC), the central epigenetic mark of mammalian DNA. We employ light-activatable human TET1 controlled by a genetically encoded photocaged serine to enable in vivo kinetic studies of their interplay at the common substrate methylated cytosine-guanine (mCpG). We identify the multidomain reader MBD1 to negatively regulate TET1-catalyzed 5mC oxidation kinetics via its mCpG-binding MBD domain. However, we also identify the third Cys-x-x-Cys (CXXC3) domain of MBD1 to promote oxidation kinetics by TET1, dependent on its ability to bind nonmethylated CpG, the final product of TET-mediated mCpG oxidation and active demethylation. In contrast, we do not observe differences in TET1 regulation for MBD1 variants with or without the transcriptional repressor domain. Our approach reveals a complex, domain-dependent interplay of these readers and erasers of 5mC with different domain-specific contributions of MBD1 to the overall kinetics of TET1-catalyzed global 5mC oxidation kinetics that contribute to a better understanding of dynamic methylome shaping.
5-Methylcytosine
(5mC, Figure ) is
a dynamic regulatory element of mammalian genomes
with important roles in transcription regulation, differentiation,
and development.[1] 5mC is written and erased
predominantly at cytosine–guanine (CpG) dinucleotides by DNA
methyl transferases (DNMT) and ten-eleven-translocation (TET) dioxygenases,
respectively.[2] Methyl-CpG binding domain
(MBD)-containing proteins are the main readers of methylated CpG (mCpG)
and interpret the methylome by coordinating crosstalk between 5mC,
histone modifications, and other regulatory elements, typically leading
to chromatin condensation and transcriptional silencing.[3] The MBD core family proteins (comprising MBD1,
MBD2, MBD3, MBD4, and MeCP2, Figure a) are characterized by a conserved 70–85 aa
MBD domain capable of recognizing methylated CpGs (mCpGs; except MBD3
that contains a dysfunctional MBD). In contrast, the individual MBD
proteins substantially differ in additional interactor domains that
equip them with distinct functions in chromatin regulation.[3]
Figure 1
Cartoon illustrating the interplay between TETs and MBDs
at their
common 5mC substrate as the key process of epigenome regulation. MBD
proteins read 5mC and translate it into regulatory signals, while
TETs oxidize 5mC and mediate active demethylation.
Figure 2
Modulation of TET1-catalyzed 5mC oxidation by human MBD proteins.
(a) Domain structures of the five human core family MBD proteins (CXXC,
Cys-x-x-Cys domain; TRD, transcriptional repressor domain) and the
catalytic domain of human TET1 (Cys: cysteine-rich domain; DSBH: double-stranded
β-helix domain). (b) FCM workflow and selected cell group for
further analyses. (c) FCM analysis of cells expressing active or inactive
TET1CD-mCherry immunostained for 5hmC. Measurements were conducted
16 h after transfection. Median intensity of 5hmC immunofluorescence
from >100 cells was normalized to the median 5hmC immunofluorescence
intensity of the untransfected cell population (Figure S1). Data are from four independent biological replicates.
(d) FCM analysis of cells as in Figure c under coexpression of different MBD-EGFP constructs.
p values from an unpaired student’s t test
of four independent biological replicates (*: p ≤
0.05; ns: p > 0.05).
Cartoon illustrating the interplay between TETs and MBDs
at their
common 5mC substrate as the key process of epigenome regulation. MBD
proteins read 5mC and translate it into regulatory signals, while
TETs oxidize 5mC and mediate active demethylation.Modulation of TET1-catalyzed 5mC oxidation by human MBD proteins.
(a) Domain structures of the five human core family MBD proteins (CXXC,
Cys-x-x-Cys domain; TRD, transcriptional repressor domain) and the
catalytic domain of human TET1 (Cys: cysteine-rich domain; DSBH: double-stranded
β-helix domain). (b) FCM workflow and selected cell group for
further analyses. (c) FCM analysis of cells expressing active or inactive
TET1CD-mCherry immunostained for 5hmC. Measurements were conducted
16 h after transfection. Median intensity of 5hmC immunofluorescence
from >100 cells was normalized to the median 5hmC immunofluorescence
intensity of the untransfected cell population (Figure S1). Data are from four independent biological replicates.
(d) FCM analysis of cells as in Figure c under coexpression of different MBD-EGFP constructs.
p values from an unpaired student’s t test
of four independent biological replicates (*: p ≤
0.05; ns: p > 0.05).Active reversal of 5mC is a crucial part of dynamic epigenetic
regulation and, in mammals, is initiated by the ten-eleven-translocation
(TET) dioxygenases TET1, TET2, and TET3. TETs iteratively oxidize
5mC to 5-hydroxymethylcytosine, 5-formylcytosine, and 5-carboxylcytosine
(5hmC, 5fC, and 5caC, Figure ) in an oxygen-, Fe(II)-, and α-ketoglutarate (α-KG)-dependent
manner.[2,4] These oxidized 5mC derivatives are intermediates
of active demethylation that occurs via the base excision repair pathway
but have additionally been shown to uniquely interact with DNA-binding
proteins to alter gene expression.[5−9]The interplay of MBD proteins and TETs at their common mCpG
target
is dynamic and highly regulated in the mammalian genome to achieve
a regular transcription program.[10] The
study of this interplay can thus provide a mechanistic understanding
of disease-causing, aberrant methylation-associated events. For example,
a recent study has shown that MBD2 and MeCP2 confine the access of
TET1 to its 5mC substrate and thereby prevent aberrant TET activity
in a mouse model for Rett syndrome.[11]It has also been shown that murine MBD1 and TET1 interact, leading
to an MBD1-CXXC3-dependent TET1 (where CXXC3 is the third Cys-x-x-Cys)
recruitment to mouse pericentromeric heterochromatin and enhanced
5hmC formation.[12] The study of the regulation
of TETs by MBDs directly on the level of TET-mediated 5mC oxidation
kinetics in chromatin would be highly valuable to better understand
these processes but depends on the ability to directly control TET
catalysis in cells with high temporal resolution. This would enable
the uncoupling of the oxidation kinetics from the kinetics of upstream
processes in the TET/MBD life cycles and thus provide a more unperturbed
picture of their interplay.Here, we employ light-activatable
TET dioxygenases[13] to study the intracellular
regulation of TET1-mediated
global 5mC oxidation by MBDs in a human model system. Genetic encoding
of a photocaged serine in the TET1 active site enables its translation
in an inactive state, followed by its light activation and monitoring
of global 5hmC formation in a virtually 5hmC-free genomic background.
Coexpression of TET1 with the five human core family MBDs leads to
differential modulation of oxidation with MBD1 acting as a negative
regulator. Subsequent kinetic studies with photocaged TET1 and MBD1
variants lacking the MBD, CXXC3, or TRD domain or bearing dysfunctional
domain mutants hint at a complex interplay between MBD1 and TET1 that
involves a downregulation of 5mC oxidation that depends on the ability
of the MBD domain to bind mCpG but also an activation that depends
on the ability of the MBD1 CXXC3 domain to bind nonmethylated CpGs.
In contrast, we do not observe regulation by the transcriptional repressor
domain (TRD), suggesting that a potential indirect regulation of TET1
by a TRD-mediated chromatin condensation is not initially relevant
in our model system.
Results and Discussion
A Coexpression Screen of Human MBD Proteins
and TET1 Reveals a Downregulation of TET1 Activity by MBD1
Previous studies have shown the ability of several core family MBDs
to alter TET functions in different organisms and genomic contexts.[10−12,14−16] For our study,
we aimed to first get a comparative overview of how the presence of
human core family MBDs would modulate the activity of human TET1 on
the global level in the cell model system we planned to apply. We
conducted a functional screen of TET1 activity by transiently coexpressing
enhanced green fluorescent protein (EGFP)-tagged human full-length
MBD proteins (MBD1, MBD2, MBD3, MBD4, and MeCP2, Figure a) and mCherry-tagged human
TET1CD (catalytic domain, Figure a)[17] in HEK293T cells (the
same tagging strategy was used for later experiments and is indicated
in the figures, but for simplicity, we do not include the tag in the
protein names). We thereby chose to focus on the catalytic domain
of hTET1, since it behaved similar to the full-length hTET1 in an
imaging-based chromocenter study by Cardoso and co-workers.[12] Moreover, expression of the catalytic domain
provides higher 5hmC signals. We fixed the cells 16 h after transfection
and measured global 5hmC formation on the single cell level by immunofluorescence
labeling of 5hmC and FCM (flow cytometry)-assisted detection (Figure b). We initially
grouped the FCM data by EGFP and mCherry intensities to individually
measure the differential modulation of TET1 activity at different
MBD/TET expression ratios. To screen within a useful dynamic range
in subsequent experiments, we defined a specific group with a medium
TET expression level and high MBD expression levels (Figure b; this ratio provides a high
5hmC signal over the background, Figure c).We observed a trend for slightly
decreased TET1-catalyzed 5hmC formation for MeCP2 and MBD2 as compared
to the EGFP-only negative control, which is in agreement with a previous
study conducted in HEK293T and mouse myoblasts cells (Figure d).[11] Coexpression of MBD3 also led to a trend for slight reduction, whereas
MBD4 did not affect 5hmC formation. In contrast, coexpression of MBD1
led to a strong and significant reduction of the 5hmC formation (Figure d). Interestingly,
the opposite was previously observed for mouse TET1CD and MBD1 without
light control. Imaging studies in mouse fibroblasts showed a colocalization
of both proteins at pericentromeric heterochromatin, alongside a promotion
of the TET1-mediated 5hmC formation.[12] This
discrepancy may be due to differences between the human and murine
proteins or employed cell types. Moreover, whereas FCM analysis provides
data on global 5hmC, the employed imaging experiments specifically
reveal the 5hmC formation in mouse-specific pericentromer DNA.
Kinetic Studies with Light-Activatable TET1
Hint at a Competition between MBD1 and TET1 at mCpG
Given
the significant downregulation of TET1-catalyzed 5mC oxidation by
MBD1, we focused on this MBD for subsequent kinetic studies. We have
recently reported the direct light activation of TET dioxygenases
in cells by the incorporation of 4,5-dimethoxy-2-nitrobenzyl-l-serine (1, Figure a) via amber suppression.[18] We replaced the active site serine S2045 with this photocaged derivative
in order to position the 4,5-dimethoxy-2-nitrobenzyl-group for steric
clash with the bound α-KG and Fe(II)[13] and, therefore, to enable caging of the catalytic activity.[19−21] In this way, it becomes possible to translate TET1 in a catalytically
inactive state and activate it at desired time points with high spatiotemporal
resolution. This allows one to uncouple the kinetics of TET1 catalysis
from the kinetics of upstream processes for precise measurements of
its modulation by MBD1.
Figure 3
Light activation of TET1 for kinetic studies
of 5hmC formation
in HEK293T cells. (a) Reaction scheme for the decaging of 1. (b) Domain structure of hTET1CD-S2045 → TAG with C-terminal
mCherry. (c) Incorporation fidelity for 1 at hTET1CD
S2045 → TAG codon assessed by FCM analysis of the mCherry signal
of cells coexpressing the LRS/tRNALeu pair in the presence or absence
of 1. Data from two independent biological replicates
(unpaired t test; **: p ≤
0.01). (d) FCM-based monitoring of 5hmC and expression of hTET1CD
constructs (by mCherry): gray, standard transfection of amber-free
wt hTET1CD; black, cotransfection of vectors encoding hTET1CD-S2045
→ TAG and the (LRS)/tRNALeu pair grown in the presence of 1 with light irradiation after 24 h; white, without light
irradiation (in all cases cotransfected with the EGFP-only control).
Upper panel shows mean 5hmC intensities selected for a medium TET1
expression group (cell numbers are 30, 42, and 48 for t = 6, 8, and 10 h, respectively; cell numbers are >1000 for all
other
time points). Lower panel shows hTET1CD expression as % mCherry-positive
cells. Error bars are from standard error of the mean (SEM) of at
least three independent biological replicates.
Light activation of TET1 for kinetic studies
of 5hmC formation
in HEK293T cells. (a) Reaction scheme for the decaging of 1. (b) Domain structure of hTET1CD-S2045 → TAG with C-terminal
mCherry. (c) Incorporation fidelity for 1 at hTET1CD
S2045 → TAG codon assessed by FCM analysis of the mCherry signal
of cells coexpressing the LRS/tRNALeu pair in the presence or absence
of 1. Data from two independent biological replicates
(unpaired t test; **: p ≤
0.01). (d) FCM-based monitoring of 5hmC and expression of hTET1CD
constructs (by mCherry): gray, standard transfection of amber-free
wt hTET1CD; black, cotransfection of vectors encoding hTET1CD-S2045
→ TAG and the (LRS)/tRNALeu pair grown in the presence of 1 with light irradiation after 24 h; white, without light
irradiation (in all cases cotransfected with the EGFP-only control).
Upper panel shows mean 5hmC intensities selected for a medium TET1
expression group (cell numbers are 30, 42, and 48 for t = 6, 8, and 10 h, respectively; cell numbers are >1000 for all
other
time points). Lower panel shows hTET1CD expression as % mCherry-positive
cells. Error bars are from standard error of the mean (SEM) of at
least three independent biological replicates.To adapt this approach for our study, we constructed a vector encoding
hTET1CD with a single in-frame amber codon at S2045 and a C-terminal
mCherry domain to faithfully monitor the expression of the caged TET1
catalytic domain by fluorescence (Figure b). In HEK293T cells cotransfected with a
vector encoding an evolved Escherichia coli amber
suppressor leucyl-tRNA-synthetase (LRS)/tRNALeu pair, we
observed a significantly higher mCherry expression in the presence
of 0.05 mM 1 as compared to its absence, indicating a
high fidelity of incorporation (Figures c and S2). We
next validated whether hTET1CD-S2045 → 1 was successfully
translated in an inactive state and if it could be activated with
light in vivo. We added 0.05 mM 1 3 h after transfection,
grew the cells for 21 h, replaced the medium with prewarmed PBS to
stop the expression of hTET1CD-S2045 → 1, and
irradiated the cells with light (365 nm, 15 W) for 3 min. The cells
showed a rapid 5hmC increase with an initial linear behavior in a
4 h time window after irradiation, whereas nonirradiated cells showed
low 5hmC signals even after 4 h (Figure d, upper panel, black and white triangles).
mCherry signals indicated a stable TET1 expression level over the
whole 4 h, showing that the 5hmC formation is not recorded in a window
of increasing TET1 levels that would prevent correct kinetic measurements
(Figure d lower panel,
black and white bars). In contrast, a reference experiment without
light control-employing cells transfected only with a vector encoding
the amber-free wt hTET1CD showed a slow and nonlinear increase of
5hmC over 20 h. In this window, also the (rate-limiting) hTET1CD levels
increased strongly with a marked leap at 12 h, illustrating the difficulty
of measuring the correct TET1 kinetics without temporal control of
the catalytic activity (Figure d, gray triangles and bars). As further basic controls, we
conducted experiments with or without RNase A treatment that confirmed
that the 5hmC signal observed in our assay was due to 5mC oxidation
in DNA and not RNA (Figure S9). Moreover,
the 5hmC signals for the 2 h time points of this and selected later
experiments observed by FCM correlated with the results of dot blot
assays using the same 5hmC antibody (Figure S10).With our new tool in hand, we aimed to study the modulation
of
hTET1CD-catalyzed 5hmC formation by full-length wt hMBD1 (Figure a) on the kinetic
level. We initially evaluated the ability of wt hMBD1 to bind mCpGs
by imaging in mouse fibroblast NIH/3T3 cells. In these cells, pericentromeric
heterochromatin is highly enriched in 5mC and forms characteristic
chromocenters that are stained by functional, fluorescently labeled
MBDs and DNA stains such as DAPI.[2,3] Colocalization
of wt hMBD1 and DAPI confirmed mCpG binding (Figure b; see Figure S11 for additional images).
Figure 4
Kinetic measurements of TET1 activity and its
modulation by MBD1.
(a) Domain structures of hMBD1 tagged with C-terminal EGFP. (b) Imaging
of wt hMBD1 in NIH/3T3 cells. Foci in DAPI staining indicate the mCpG-rich
chromocenters; the merged image shows the colocalization of hMBD1
(blue) and DAPI foci (cyan). Scale bar: 5 μm. (c) Protein expression
groups selected for 5hmC analyses shown as
a 5hmC heat map of one exemplary experiment. (d) Kinetic measurements
of hTET1CD-S2045 → 1-mediated 5hmC formation in
HEK293T cells coexpressing wt hMBD1 or EGFP only. Mean global 5hmC
intensities from >100 cells in the medium MBD/TET expression group
are plotted; error bars are from SEM of at least three independent
biological replicates. (e) Dose-dependent analysis from three different
MBD/TET expression groups (gradient bar, from left to right: low,
medium, high) at selected time points. Mean 5hmC intensities from
at least three independent biological replicates. The p values from the Mann–Whitney test are indicated (*: p ≤ 0.05; **: p ≤ 0.01; ****: p ≤ 0.0001; ns: p > 0.05). (f)
Domain
structures of hMBD1 R22C+R44C and ΔMBD mutants tagged with C-terminal
EGFP. (g) Imaging of hMBD1 R22C+R44C and ΔMBD mutants in NIH/3T3
cells as in (b). Scale bar: 5 μm. (h) Kinetic measurements of
TET1-mediated 5hmC formation in HEK293T cells coexpressing hMBD1-R22C+R44C,
hMBD1−ΔMBD, or EGFP only. Mean 5hmC intensities from
cell populations (>100 cells) in the medium MBD/TET ratio group
are
plotted; error bars indicate SEM from at least 3 independent biological
replicates. (i) Dose-dependent analysis from three different MBD/TET
ratios (gradient bar, from left to right: low, medium, high) at selected
time points. Mean 5hmC intensities from >3 independent biological
replicates were plotted. The p values from the Mann–Whitney
test are indicated (*: p ≤ 0.05; **: p ≤ 0.01; ns: p > 0.05).
Kinetic measurements of TET1 activity and its
modulation by MBD1.
(a) Domain structures of hMBD1 tagged with C-terminal EGFP. (b) Imaging
of wt hMBD1 in NIH/3T3 cells. Foci in DAPI staining indicate the mCpG-rich
chromocenters; the merged image shows the colocalization of hMBD1
(blue) and DAPI foci (cyan). Scale bar: 5 μm. (c) Protein expression
groups selected for 5hmC analyses shown as
a 5hmC heat map of one exemplary experiment. (d) Kinetic measurements
of hTET1CD-S2045 → 1-mediated 5hmC formation in
HEK293T cells coexpressing wt hMBD1 or EGFP only. Mean global 5hmC
intensities from >100 cells in the medium MBD/TET expression group
are plotted; error bars are from SEM of at least three independent
biological replicates. (e) Dose-dependent analysis from three different
MBD/TET expression groups (gradient bar, from left to right: low,
medium, high) at selected time points. Mean 5hmC intensities from
at least three independent biological replicates. The p values from the Mann–Whitney test are indicated (*: p ≤ 0.05; **: p ≤ 0.01; ****: p ≤ 0.0001; ns: p > 0.05). (f)
Domain
structures of hMBD1 R22C+R44C and ΔMBD mutants tagged with C-terminal
EGFP. (g) Imaging of hMBD1 R22C+R44C and ΔMBD mutants in NIH/3T3
cells as in (b). Scale bar: 5 μm. (h) Kinetic measurements of
TET1-mediated 5hmC formation in HEK293T cells coexpressing hMBD1-R22C+R44C,
hMBD1−ΔMBD, or EGFP only. Mean 5hmC intensities from
cell populations (>100 cells) in the medium MBD/TET ratio group
are
plotted; error bars indicate SEM from at least 3 independent biological
replicates. (i) Dose-dependent analysis from three different MBD/TET
ratios (gradient bar, from left to right: low, medium, high) at selected
time points. Mean 5hmC intensities from >3 independent biological
replicates were plotted. The p values from the Mann–Whitney
test are indicated (*: p ≤ 0.05; **: p ≤ 0.01; ns: p > 0.05).We cotransfected HEK293T cells with vectors encoding
hTET1CD-S2045
→ TAG and the (LRS)/tRNALeu pair and with a third
vector encoding either EGFP-tagged hMBD1 (Figure a) or EGFP only. We then monitored the TET1-mediated
5hmC formation over a window of 8 h after light irradiation, this
time for different groups of MBD/TET expression ratios (Figure c). In the presence of MBD1,
5hmC was downregulated over the whole time window compared to the
EGFP control (Figure d). This effect was dose dependent with respect to the wt hMBD1 expression
level (Figures e and S3). Given the affinity of both MBD1 and TET1
for mCpGs, this result can be explained by a reduction of available
mCpG substrate for TET1 by the competing MBD1. To test this hypothesis,
we constructed two additional MBD1 mutants: one R22C+R44C mutant and
one ΔMBD variant missing the complete MBD domain (MBD1−ΔMBD, Figure f). These mutants
have been reported to not bind mCpG anymore, and we confirmed that
they do not colocalize with DAPI in the chromocenter assay (Figure g).[22] In subsequent kinetic measurements, MBD1-R22C+R44C indeed
did not downregulate 5hmC formation, supporting our hypothesis. Instead,
we surprisingly found that the 5hmC formation was slightly enhanced
in the first 2 h after light activation and reached a saturation 4
h after activation (Figure h). We again analyzed three expression groups as above (Figure c). This analysis
again showed an upregulation of 5hmC by hMBD1-R22C+R44C over the first
2 h that was dose dependent at 0.5 h, whereas the EGFP-only control
did not show any dose-dependent effect (Figure i; see Figure S3 for the 2 h time point). It is to be noted that the coexpression
of hMBD1 or its variants did not affect the cellular 5hmC level in
the absence of light irradiation, showing that the 5hmC formation
is strictly controlled by light activation of hTET1CD-S2045 → 1 (Figure S8). In addition, we
did not observe differences in hmC formation for MBD1-expressing cells
sorted for the N-terminal Flag tag of hTET1 as compared to cells sorted
for the hTET1 C-terminal mCherry tag. This suggests that the expression
of C-terminally truncated hTET1 (i.e., amber termination products)
does no influence the kinetics of the correct, amber suppressed hTET1,
e.g., via interactions with MBD1 (Figure S12).Interestingly, the presence of the MBD1−ΔMBD
variant
did not result in an increased 5hmC formation kinetics, which on one
hand further substantiates the model of direct competition between
the MBD domain and TET1 at mCpGs but on the other hand implies that
the MBD domain as a whole has a function in the observed TET1 activation
by hMBD1-R22C+R44C (Figure h,i).Overall, these results indicate that the competition
for mCpGs
by a functional MBD domain might not be the only factor in the modulation
of TET1 activity by MBD1.
Kinetic Studies Hint at
a Role of the CXXC3
Domain in Promoting TET1 Activity
To get insights into the
regulatory roles of additional hMBD1 domains, we first investigated
the role of the third CXXC (CXXC3) domain that is known to selectively
bind to unmethylated CpGs.[23] We constructed
two CXXC3 variants of hMBD1 either by cloning a natural hMBD1 isoform
that lacks the complete CXXC3 domain (isoform 7, MBD1v7; Figure a)[24] or by mutating two cysteine residues responsible for Zn(II)
binding and CpG affinity (C338A+C341A[12,25]). In imaging
experiments, both variants behaved like wt hMBD1 and bound to chromocenters
in NIH/3T3 cells (Figure b). Moreover, coexpression of both variants led to a similar
reduction of TET1 kinetics in FCM analyses as wt hMBD1 (Figure c; see Figure S4 for dose dependence).
Figure 5
Role of the CXXC3 domain
of hMBD1 in the modulation of TET1 activity.
(a) Domain structures of hMBD1 CXXC3 mutants (isoform 7 and C338A+C341)
tagged with C-terminal EGFP. (b) Imaging of hMBD1 CXXC3 mutants (isoform
7 and C338A+C341) in NIH/3T3 cells as in Figure b. Scale bar: 5 μm. (c) Kinetic measurements
of 5hmC formation in HEK293T cells coexpressing hTET1CD-S2045 →
1 and an hMBD1 CXXC3 mutant (isoform 7 and C338A+C341), wt hMBD1,
or EGFP only. Mean global 5hmC intensities are from >100 cells
in
the medium MBD/TET expression group; error bars indicate SEM from
at least three independent biological replicates. (d) Domain structures
of hMBD1 mutants (isoform7-R22C+R44C and R22C+R44C+C338A+C341) tagged
with C-terminal EGFP. (e) Imaging of hMBD1 mutants (isoform 7-R22C+R44C
and R22C+R44C+C338A+C341) in DAPI-stained NIH/3T3 cells as in Figure b. Scale bar: 5 μm.
(f) Kinetic measurements of the 5hmC formation in HEK293T cells coexpressing
hTET1CD-S2045 → 1 and hMBD1 mutants (R22C+R44C, R22C+R44C+C338A+C341A,
isoform7-R22C+R44C) or EGFP only. Mean global 5hmC intensities are
from >100 cells of the medium MBD/TET expression group; error bars
show SEM from at least three independent biological replicates.
Role of the CXXC3 domain
of hMBD1 in the modulation of TET1 activity.
(a) Domain structures of hMBD1 CXXC3 mutants (isoform 7 and C338A+C341)
tagged with C-terminal EGFP. (b) Imaging of hMBD1 CXXC3 mutants (isoform
7 and C338A+C341) in NIH/3T3 cells as in Figure b. Scale bar: 5 μm. (c) Kinetic measurements
of 5hmC formation in HEK293T cells coexpressing hTET1CD-S2045 →
1 and an hMBD1 CXXC3 mutant (isoform 7 and C338A+C341), wt hMBD1,
or EGFP only. Mean global 5hmC intensities are from >100 cells
in
the medium MBD/TET expression group; error bars indicate SEM from
at least three independent biological replicates. (d) Domain structures
of hMBD1 mutants (isoform7-R22C+R44C and R22C+R44C+C338A+C341) tagged
with C-terminal EGFP. (e) Imaging of hMBD1 mutants (isoform 7-R22C+R44C
and R22C+R44C+C338A+C341) in DAPI-stained NIH/3T3 cells as in Figure b. Scale bar: 5 μm.
(f) Kinetic measurements of the 5hmC formation in HEK293T cells coexpressing
hTET1CD-S2045 → 1 and hMBD1 mutants (R22C+R44C, R22C+R44C+C338A+C341A,
isoform7-R22C+R44C) or EGFP only. Mean global 5hmC intensities are
from >100 cells of the medium MBD/TET expression group; error bars
show SEM from at least three independent biological replicates.To study the role of the CXXC3 domain independently
from the competing
effect of the MBD domain, we next introduced R22C+R44C mutations into
the two hMBD1 variants in order to remove the mCpG affinity of the
MBD (Figure d). Neither
of the two hMBD1 variants bound chromocenters in NIH/3T3 cells (Figure e). In contrast to
the R22C+R44C mutant, they predominantly located to nucleoli, suggesting
a role of the CXXC3 domain in localizing hMBD1 to other areas of the
nucleus (Figures e
and S5). Interestingly, both variants showed
virtually identical kinetics as the EGFP-only control and did not
exhibit a dose-dependent upregulation of TET1 kinetics as for the
MBD1-R22C+R44C mutant with functional CXXC3 (Figures f and S6). This
data implies a role of interactions between nonmethylated CpG and
the CXXC3 domain in the upregulation of TET1 activity.Interestingly,
a previous imaging study showed a recruitment of
mouse TET1 to pericentromeric heterochromatin in mouse fibroblasts
by mouse MBD1 that also depended on a functional CXXC3 domain and
resulted in an increased oxidation of local 5mC.[7] Moreover, coimmunoprecipitation (co-IP) experiments with
mTET1 and different domain truncation variants of mMBD1 showed an
interaction between the two proteins. Whereas these experiments suggested
an interaction involving multiple mMBD1 domains, truncation of the
MBD domain itself resulted in a reduced co-IP. This data is in agreement
with our finding that the hMBD1−ΔMBD variant did not
show an upregulation of TET1 activity.
Evaluation
of the TRD Domain in the Regulation
of TET1 Activity
Finally, we were interested in the role
of the transcriptional repressor domain (TRD) of hMBD1. The TRD has
been shown to interact with multiple chromatin factors to mediate
condensation and transcriptional silencing, such as the histone–lysine
methyltransferases SETDB1 as well as the MBD1 chromatin associated
factor 1 (MCAF1).[26−29] Hence, the TRD may mediate condensation and reduced DNA accessibility
and thus downregulate TET1 kinetics in addition to the direct competition
with the MBD domain. We performed kinetic measurements with an hMBD1
isoform lacking the TRD (MBD1-ΔTRD, Figure a) that exhibited chromocenter localization
as expected (Figure b). This variant downregulated TET1 kinetics to a similar extent
and with similar dose dependence as wt hMBD1 (Figures c and S7), suggesting
that the effects of TRD-mediated condensation are either masked by
the direct competition of the MBD or that they are not yet coming
into play within our observation time window. Interestingly, co-IP
experiments have shown that a short C-terminal fragment of mMBD1 containing
the TRD is able to interact with mTET1.[12] Thus, we were interested in determining if this interaction was
required for the observed TET1 activation based on a functional CXXC3.
We conducted experiments with the same hMBD1-ΔTRD variant but
with added R22C+R44C or C338A+C341A mutations (Figure d) and compared them to the same variants
with the TRD (as expected, only the latter mutant showed chromocenter
binding; Figure e).
Both C338A+C341A mutants showed a similar inhibition of TET1, i.e.,
independently of the presence or absence of the TRD (Figures f and S7). In contrast, the R22C+R44C mutants showed the expected
activation but again without a significant difference between the
two variants (Figures f and S7). This data suggests either that
the TRD of hMBD1 does not interact with hTET1 in the same way as observed
for the murine proteins or that this interaction does not additionally
contribute to CXXC3-dependent activation of hTET1.
Figure 6
Role of the TRD domain
of hMBD1 in the modulation of TET1 activity.
(a) Domain structure of the hMBD1-ΔTRD mutant tagged with C-terminal
EGFP. (b) Imaging of hMBD1-ΔTRD in NIH/3T3 cells as in Figure b. Scale bar: 5 μm.
(c) Kinetic measurements of the hTET1CD-S2045 → 1-mediated 5hmC formation in HEK293T cells coexpressing hMBD1-ΔTRD,
wt hMBD1, or EGFP only. Mean global 5hmC intensities from cell populations
(>100 cells) in the medium MBD/TET ratio group are plotted; error
bars indicate SEM from more than three independent biological replicates.
(d) Domain structures of hMBD1 ΔTRD mutants (R22C+R44C-ΔTRD
and C338A+C341A-ΔTRD) tagged with C-terminal EGFP. (e) Imaging
of hMBD1 ΔTRD mutants (R22C+R44C-ΔTRD and C338A+C341A-ΔTRD)
in NIH/3T3 cells as in Figure b. Scale bar: 5 μm. (f) Kinetic measurements of hTET1CD-S2045
→ 1-mediated 5hmC formation in HEK293T cells coexpressing
hMBD1 ΔTRD mutants (R22C+R44C-ΔTRD and C338A+C341A-ΔTRD),
R22C+R44C mutant, C338A+C341A mutant, or EGFP only. Mean global 5hmC
intensities from cell populations (>100 cells) in the medium MBD/TET
ratio group are plotted; error bars indicate SEM from more than three
independent biological replicates.
Role of the TRD domain
of hMBD1 in the modulation of TET1 activity.
(a) Domain structure of the hMBD1-ΔTRD mutant tagged with C-terminal
EGFP. (b) Imaging of hMBD1-ΔTRD in NIH/3T3 cells as in Figure b. Scale bar: 5 μm.
(c) Kinetic measurements of the hTET1CD-S2045 → 1-mediated 5hmC formation in HEK293T cells coexpressing hMBD1-ΔTRD,
wt hMBD1, or EGFP only. Mean global 5hmC intensities from cell populations
(>100 cells) in the medium MBD/TET ratio group are plotted; error
bars indicate SEM from more than three independent biological replicates.
(d) Domain structures of hMBD1 ΔTRD mutants (R22C+R44C-ΔTRD
and C338A+C341A-ΔTRD) tagged with C-terminal EGFP. (e) Imaging
of hMBD1 ΔTRD mutants (R22C+R44C-ΔTRD and C338A+C341A-ΔTRD)
in NIH/3T3 cells as in Figure b. Scale bar: 5 μm. (f) Kinetic measurements of hTET1CD-S2045
→ 1-mediated 5hmC formation in HEK293T cells coexpressing
hMBD1 ΔTRD mutants (R22C+R44C-ΔTRD and C338A+C341A-ΔTRD),
R22C+R44C mutant, C338A+C341A mutant, or EGFP only. Mean global 5hmC
intensities from cell populations (>100 cells) in the medium MBD/TET
ratio group are plotted; error bars indicate SEM from more than three
independent biological replicates.
Conclusion
5mC is the central regulatory
element of mammalian DNA and is critically
involved in the shaping of cellular phenotypes. Key to this process
is the dynamic editing and interpretation of 5mC by TET dioxygenases
and MBD proteins. We here aimed to study the interplay between human
TET1 and MBD readers at their common mCpG substrate via in vivo kinetic
measurements of TET-catalyzed 5mC oxidation kinetics. In a coexpression
screen with hTET1 and the five core family hMBD proteins based on
FCM analyses of hTET1-mediated 5hmC formation, we identified hMBD1
as a negative regulator of hTET1. We then employed light activation
of TET dioxygenases via a genetically encoded photocaged serine, enabling
tight temporal control of TET1 catalysis. This enables the uncoupling
of the TET1 oxidation kinetics from the kinetics of processes that
occur upstream, such as TET1 and MBD translation, post-translational
modification, and localization.We found that the presence of
a functional MBD domain in hMBD1
reduces the rate of 5mC oxidation by hTET1, which can be explained
by a competition and masking of mCpG by hMBD1 and thus reduction of
available substrate for hTET1. The effect was independent of the presence
of the CXXC3 domain or its ability to bind nonmethylated CpG. Intriguingly,
hMBD1 with a functional CXXC3 domain and an MBD domain that was not
able to bind mCpGs increased the oxidation kinetics of TET1. This
hints at a secondary function of hMBD1 in its interplay with TET1
that in our model is obscured by the dominant downregulating effect
of the MBD domain itself. This upregulation is dependent on the presence
of the MBD domain as a whole, which suggests a general involvement
of the domain in this second regulatory function. A previous study
carried out with the murine proteins in mouse fibroblasts without
light control did not report a downregulation of oxidation but instead
revealed an mMBD1-CXXC3-dependent localization of mTET1 to pericentromeric
heterochromatin, together with an increased 5hmC formation.[12] Co-IP experiments further revealed a direct
interaction between mMBD1 and mTET1 that involved the MBD domain.
Though we observe a CXXC3-dependent upregulation of the oxidation
rate only if the MBD domain is unable to bind mCpG, our data is nevertheless
in agreement with such a CXXC3-dependent recruitment of TET1 to CpG
and an associated increase of mCpG oxidation (Figure ).[12] Given that
CpGs are the ultimate product of TET-mediated oxidation and active
demethylation of mCpGs, this activation is reminiscent of reader-editor
cross-talk known for other chromatin proteins. Full-length hTET1 itself
also carries an N-terminal CXXC domain that preferentially binds to
unmethylated CpGs and may provide an additional editor-product crosstalk.[3] This aspect is not covered by our study employing
the catalytic domain of hTET1. However, full-length hTET1 and its
catalytic domain showed a similar behavior with respect to their interplay
with MBD1 in a previous imaging-based chromocenter study.[12] In contrast, we did not observe differences
in the regulation for MBD1 variants with or without the TRD domain,
which has also been shown to interact with TET1 for the murine proteins.
These results indicate that a potential TRD-mediated chromatin condensation
does not play a role for TET1 regulation in our model and observation
time window and that a potential TRD-mediated interaction with hTET1
does not further increase the observed CXXC3-dependent activation.
Overall, we envision that our light-activation approach can be more
broadly applied for the study of the regulation of TET kinetics by
other chromatin factors to reveal their involvement in normal and
disease processes.
Figure 7
Model for the domain-dependent interplay between MBD1
and TET1
leading to a dual regulation of 5mC oxidation by TET1 via MBD1.
Model for the domain-dependent interplay between MBD1
and TET1
leading to a dual regulation of 5mC oxidation by TET1 via MBD1.
Methods
Construction of Plasmids for MBD and TET Protein
Expression
All vectors were derived from pShP2384, which
is based on pcDNA3.1-GoldenGate-VP64 (Addgene 47389) with removed
VP64 and lacZα gene as described previously.[13] The mCherry transfection control on pShP2384 was deleted
using whole plasmid PCR and religation with primers o3246/o3247 resulting
in plasmid pTzL1744. Then, the mCherry sequence amplified with primers
o3254/o3255 was inserted into pTzL1744 (amplified with primers o3256/o3257)
via Gibson assembly, followed by quick change site-directed mutagenesis
(SDM) to correct a frameshift using primers o3284/o3285 (yielding
plasmid pTzL1745).To construct plasmids encoding EGFP-tagged
hMBD1, a Myc tag was first introduced into pTzL1745 by quick change
SDM using primers o3167/o3257, resulting in pTzL1746. The human full
length MBD1 coding sequence was amplified from a human prostate cDNA
library (BiocCt 10108-A-GVO-EB) using primers o3292/o3293; then, MBD1
and EGFP (amplified with primers o3294/o3295) were assembled with
pTzL1746 (amplified by primers o3290/o3291) via Gibson assembly, yielding
pTzL1747. Finally, the remaining unwanted sequences were removed by
quick change using primers o3642/o3643, yielding pTzL1836.The
EGFP-tagged hMBD1 mutants were cloned as follows. The R22C
mutation was introduced into pTzL1836 by quick change SDM using primers
o3730/o3731 to yield pTzL1947. The R22C+R44C mutant was derived from
pTzL1947 by introducing an R44C mutation with primers o3732/o3733
via quick change SDM to yield pTzL1964. The C338A+C341A mutations
were introduced into pTzL1836 (hMBD1) and pTzL1964 (hMBD1-R22C+R44C)
using primers o4479/o4480, resulting in pTzL2645 and pTzL2646, respectively.
The hMBD1-dMBD (aa 1–69 deleted) variant was cloned by Gibson
assembly of a truncated hMBD1 sequence (amplified with primers o3293/o4300)
and the pTzL1836 backbone (amplified with primers o3386/o3291), yielding
pBiR2585. The hMBD1-dTRD (aa 529–592 deleted) variant was cloned
by the Gibson assembly of 2 fragments amplified from pTzL1836 using
primers o4302/o3291 and o3292/o4305, yielding pBiR2586. The hMBD1
isoform 7 (hMBD1v7, aa 327–382 deleted from isoform 1 sequence)
variant was cloned by the Gibson assembly of 3 fragments amplified
from pTzL1836 using primers o3292/o4189, o4298/o3293, and o3386/o3291,
yielding pBiR2593. The hMBD1v7-R22C+R44C variant was cloned by the
Gibson assembly of 3 fragments amplified from pTzL1964 using primers
o3292/o4189, o4298/o3293, and o3386/o3291, yielding pBiR2628. For
EGFP-tagged hMBD3, the human MBD3 isoform 2 (MBD3v2) coding sequence
was first amplified from human prostate cDNA using primers o3380/o3381
and inserted in the vector backbone of pTzL1747 (amplified by primers
o3386/o3291) via the Gibson assembly, resulting in pTzL1774. Unwanted
sequences were subsequently removed by quick change SDM using primers
o3642/o3643 giving pTzL1835. Finally, the canonical human MBD3 sequence
(isoform 1) was cloned by inserting the coding sequence of MBD3 aa
5–36 into pTzL1835 via quick change SDM using primers o3810/o3811.
For EGFP-tagged hMBD2a, the coding sequence for human MBD2a was amplified
from a plasmid encoding human full length MBD2a (Addgene 78141) using
primers o3510/o3511 and then inserted into the backbone of pTzL1835
(amplified by primers o3386/o3291) via the Gibson assembly, resulting
in pTzL1889. For EGFP-tagged hMBD4, the coding sequence for human
MBD4 was amplified from human prostate cDNA using primers o3382/o3383
and then inserted into the backbone of pTzL1835 (amplified by primers
o3386/o3291) via the Gibson assembly, followed by frameshift correction
with primers o3758/o3759 to yield pTzL1948. For EGFP-tagged hMeCP2,
the coding sequence for human MeCP2 was amplified from human prostate
cDNA using primers o3384/o3385 and inserted into the backbone of pTzL1747
via restriction ligation using AscI/KpnI, resulting in pTzL1773. Unwanted sequences were subsequently removed
by quick change SDM using primers o3642/o3643 to afford pTzL1834.
For the expression vector encoding EGFP only, the hMBD1 sequence in
pTzL1836 was replaced with a (GGGGS)3 linker by restriction/ligation
of annealed oligos o3825/o3826 and the pTzL1836 backbone using AscI/KpnI, resulting in pTzL1990.For mCherry-tagged hTET1CD (aa 1418–2136), the coding sequence
for the human TET1 catalytic domain was amplified from a plasmid encoding
human full length TET1 (Addgene 49792) using primers o3751/o3473 and
then assembled with 2 vector backbone fragments of pTzL1837 (cloned
from pTzL1745 by deleting unwanted sequences with primers o3642/o3643)
amplified with primers o2261/o3596 and o3288/o2260, resulting in plasmid
pTzL1960. The mutations (H1672Y, D1674A) that remove catalytic activity
were introduced into hTET1CD plasmid (pTzL1960) using o3762/o3763,
resulting in pTzL1970. The plasmid encoding amber mutant hTET1CD-S2045TAG was cloned by restriction ligation of the hTET1CD-S2045TAG sequence (digested from pShP2444) and vector backbone of
pTzL1960 using AscI/KpnI, yielding
pTzL2504. Another hTET1CD-S2045TAG plasmid bearing additional
N-terminal Flag tags and the GGGGS linker was cloned by restriction
ligation of the hTET1CD-S2045TAG sequence with the vector
backbone of pTzL1833 using AscI/XbaI, giving plasmid pTzL2513.The orthogonal E. coli leucyl synthetase
(ecLRS-BH5) bearing the five previously reported mutations M40G, L41Q,
Y499L, Y527G, and H537F2 and the suppressor tRNACUA were
encoded on the previously reported plasmid pStH1147.[13]
Cell Culture
HEK293T
cells were cultivated
in DMEM (Dulbecco’s Modified Eagle Medium) supplemented with
10% FBS, 2 mM l-glutamine, 100 U/mL penicillin, and 0.1 mg
mL–1 streptomycin in a sterile humidified incubator
(≥95%) at 37 °C and a CO2 level of 5%. For
transfection, cells were seeded a day before to reach 70–80%
confluency at the time of transfection. Transient plasmid transfection
was carried out by the use of polyethylenimine (PEI; 1 mg mL–1 in dd H2O, pH 7) (linear MW 25 000 g/mol, CAS
9002-98-6, Alfa Aesar). Mouse embryonic fibroblast NIH/3T3 cells (ATCC,
CRL-1658) were maintained in the same conditions described above.
The plasmid transfection of NIH/3T3 was done either by PEI as described
above or by electroporation using the 10 μL Neon Transfection
System (Invitrogen, Thermo Fisher Scientific Inc.). Briefly, 50 000
cells were resuspended in 10 μL of resuspension buffer R with
0.25 μg of plasmid and electroporated at a pulse voltage of
1400 V, pulse width of 20 ms, and pulse number of 2. The cells were
subsequently seeded in a 96-well plate containing DMEM supplemented
with 10% FBS and 2 mM l-glutamine and then left to adhere
in a humidified 37 °C incubator with 5% CO2.
Light Activation of TET1
HEK293T
cells grown in 6-well cell culture plate (Sarstedt) were transfected
with plasmids encoding TET1CD-S2045TAG, LeuRS/tRNALeu, and the desired MBD proteins. At 3 h post-transfection,
growth media was exchanged with media supplemented with 0.05 mM 1 (TOCRIS, 780009-55-4) and allowed to express for 24 h. For
light treatment, growth media containing 1 was replaced
by warm DPBS (Dulbecco’s phosphate-buffered saline, Mg/Ca free)
and subsequently placed on a 365 nm UV transilluminator (Witeg DH.WUV00010,
6×, 15 W) for 3 min. Immediately after irradiation, DPBS was
replaced by preheated growth media (without 1), and cells
were maintained in a humidified 37 °C incubator with 5% CO2 until harvesting.
Fluorescence Microscopy
and Image Analysis
NIH/3T3 cells transfected by PEI or electroporation
were grown
in black 96-well plates with a flat polymer coverslip bottom (ibidi,
89626). After the protein of interest was stably expressed (16–24
h), cells were fixed with 4% formaldehyde for 10–15 min at
RT followed by three DPBS washes. Fixed cells were subjected to permeabilization
using 0.25% Triton X-100 for 15–20 min at RT. After three DPBS
rinses, nuclei were stained with 1 μg/mL DAPI in DPBS for 5
min in the dark and directly imaged. Experiments were performed using
an Olympus IX81 microscope equipped with LEDs as the excitation light
source (150–750 mW) and coupled with a Hamamatsu model C10600-10B-H
camera. Images were acquired using a 100× oil immersion objective
and z-stack images (0.5 μm/step) for EGFP (excitation
filter 475/28 nm, emission filter 554/23 nm), mCherry (excitation
filter 555/28 nm, emission filter 635/18 nm), and DAPI (excitation
filter 395/25 nm, emission filter 474/27 nm). The intensity and subcellular
localization of foci were analyzed from z-projections
of image stacks with maximal intensity (1344 × 1024 pixels, 32
bits) using ImageJ 1.[30]
Immunostaining and Flow Cytometry
Cells trypsinized
at desired time points after transfection or light
activation (described above) were placed in 5 mL round-bottom polystyrene
tubes (Falcon, 352058) and washed once with DPBS. After collection
by centrifugation, cells were fixed with medium A (Fix & Perm
cell permeabilization kit, Thermo Scientific, GAS004) for 15 min at
RT and subsequently washed with wash buffer (DPBS with 5% FBS). Then,
the fixed cells were permeabilized with medium B (Fix & Perm kit)
for 20 min. In control experiments with or without RNase A treatment,
an additional incubation step with RNase A (10 μg/mL in DPBS,
Qiagen, 19101) at 37 °C for 30 min was added after permeabilization.
Thereafter, cells were resuspended in 2 N HCl and incubated for 30
min at RT to denature chromosomal DNA, immediately followed by dilution
to a final concentration of 0.4 N HCl with DPBS. The HCl solution
was removed by centrifugation, and the cell pellet was washed with
wash buffer. Before immunostaining, cells were resuspended in blocking
buffer (DPBS with 1% BSA and 0.05% Tween 20) and incubated for 1 h
at RT or overnight at 4 °C with gentle shaking. To detect genomic
5hmC, a rabbit anti-5hmC (Active Motif, 39769) primary antibody and
Alexa Fluor 405-conjugated goat antirabbit (Invitrogen, A-31556) secondary
antibody were used. Cells were incubated with anti-5hmC antibody (1:1000)
and 1% BSA in 1× intracellular staining buffer (SONY, 2705010)
for 1 h followed by three washing steps with PBST buffer (DPBS with
0.05% Tween 20). Then, cells were incubated with AF405-conjugated
secondary antibody (1:1000) and 1% BSA in intracellular staining buffer
for 1 h. After three washing steps with PBST buffer, cells were resuspended
in DSPBS and subjected to a cell strainer (Falcon, 352235) for FCM
measurement. FCM measurements were performed with a Sony Cell Sorter
model LE-SH800SFP using 405, 488, and 561 nm lasers coupled with 450/50
nm (FL1), 525/50 nm (FL2) and 600/60 nm (FL3) filters to detect AF405,
EGFP, and mCherry, respectively. FCM results were exported as flow
cytometry standard files (FCS 3.0 or 3.1) by the cell sorter software
(v. 2.1.3 or v. 2.1.5, Sony Biotechnology) and analyzed using R as
described below.
FCM Data Analysis by R
Flow cytometry
standard files (FCS 3.0 or 3.1) were processed with R 4.0.0 in Rstudio
(Version 1.2.5042) using the following Bioconductor packages: flowCore
(2.0.0),[31] flowClust (3.26.0),[32,33] flowDensity (1.22.0),[34] flowStats (4.0.0),[35] and ggcyto (1.16.0).[36] Fluorescence intensity data extracted from populations of interest
were then analyzed using Tidyverse packages (1.3.0). In brief, cell
populations were identified first from multivariate t mixture models;
then, singlet events were selected by a robust linear model with rlm. Populations showing positive or negative fluorescence
signals were further separated by applying thresholds identified from
the respective negative controls (the upper boundary including 99.9%
population in respective channels accordingly to the density distribution).
The gated positive population of the individual sample was further
grouped by their MBD(EGFP) and TET(mCherry) intensities, and the median
AF405 intensity (5hmC) of each group was normalized to that of the
gated negative population from the same sample (Figure S1).
Authors: Cornelia G Spruijt; Felix Gnerlich; Arne H Smits; Toni Pfaffeneder; Pascal W T C Jansen; Christina Bauer; Martin Münzel; Mirko Wagner; Markus Müller; Fariha Khan; H Christian Eberl; Anneloes Mensinga; Arie B Brinkman; Konstantin Lephikov; Udo Müller; Jörn Walter; Rolf Boelens; Hugo van Ingen; Heinrich Leonhardt; Thomas Carell; Michiel Vermeulen Journal: Cell Date: 2013-02-21 Impact factor: 41.582
Authors: Shubhendu Palei; Benjamin Buchmuller; Jan Wolffgramm; Álvaro Muñoz-Lopez; Sascha Jung; Paul Czodrowski; Daniel Summerer Journal: J Am Chem Soc Date: 2020-04-14 Impact factor: 15.419
Authors: Thomas Carell; Matthias Q Kurz; Markus Müller; Martin Rossa; Fabio Spada Journal: Angew Chem Int Ed Engl Date: 2018-03-08 Impact factor: 15.336
Authors: Edward A Lemke; Daniel Summerer; Bernhard H Geierstanger; Scott M Brittain; Peter G Schultz Journal: Nat Chem Biol Date: 2007-10-28 Impact factor: 15.040