Upload
michaell
View
214
Download
0
Embed Size (px)
Citation preview
Please cite this article in press as: Jungmichel et al., Proteome-wide Identification of Poly(ADP-Ribosyl)ation Targets in Different Genotoxic Stress Re-sponses, Molecular Cell (2013), http://dx.doi.org/10.1016/j.molcel.2013.08.026
Molecular Cell
Resource
Proteome-wide Identificationof Poly(ADP-Ribosyl)ation Targetsin Different Genotoxic Stress ResponsesStephanie Jungmichel,1 Florian Rosenthal,3,4 Matthias Altmeyer,2 Jiri Lukas,2 Michael O. Hottiger,3
and Michael L. Nielsen1,*1Department of Proteomics2Chromosome Stability and Dynamics Group, Department of Disease BiologyThe Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, 2200 Copenhagen, Denmark3Institute of Veterinary Biochemistry and Molecular Biology4Life Science Zurich Graduate School
University of Zurich, 8057 Zurich, Switzerland*Correspondence: [email protected]
http://dx.doi.org/10.1016/j.molcel.2013.08.026
SUMMARY
Poly(ADP-ribos)ylation (PARylation) is a reversibleposttranslational modification found in higher eu-karyotes. However, little is known about PARylationacceptor proteins. Here, we describe a sensitiveproteomics approach based on high-accuracy quan-titative mass spectrometry for the identification ofPARylated proteins induced under different cellularstress conditions. While confirming the majority ofknown PARylated substrates, our screen identifiesnumerous additional PARylation targets. In vivoand in vitro validation of acceptor proteins confirmsthat our methodology targets covalent PARylation.Nuclear proteins encompassing nucleic acid bindingproperties are prominently PARylated upon geno-toxic stress, consistent with the nuclear localizationof ARTD1/PARP1 and ARTD2/PARP2. Distinct differ-ences in proteins becoming PARylated upon variousgenotoxic insults are observed, exemplified by thePARylation of RNA-processing factors THRAP3 andTAF15 under oxidative stress. High-content imagingreveals that PARylation affects the nuclear relocali-zation of THRAP3 and TAF15, demonstrating thepotential of our approach to uncover hitherto unap-preciated processes being controlled by specificgenotoxic-stress-induced PARylation.
INTRODUCTION
Mammalian cells are constantly exposed to genotoxic stress
and, therefore, have developed sophisticated mechanisms for
detecting and signaling the presence of damaged DNA to
accomplish efficient DNA repair processes. One of the earliest
cellular responses following exposure to genotoxic stress hap-
pens through the reversible posttranslational modification
(PTM) poly(ADP-ribosyl)ation (PARylation) (Lukas et al., 2011).
The activation of poly(ADP-ribose) (PAR) polymerases (PARPs),
now also referred to as ADP-ribosyltransferases with diphteria
toxin homology (ARTDs), entails the rapid synthesis of long,
branched PAR chains from nicotinamide adenine dinucleotide
(NAD+) that can lead to a transient 10- to 500-fold increase of
cellular PAR levels (Hassa et al., 2006). PAR polymers are sug-
gested to play a key role in the regulation of chromatin structure
modulation, DNA repair, transcription, and cell death (Luo and
Kraus, 2012). The importance of PAR is emphasized by the
fact that knockout mice for Artd1/Parp1 or Artd2/Parp2 are
hypersensitive to DNA-damaging agents and show increased
genomic instability after genotoxic stress (Hassa et al., 2006).
Although PAR formation was identified 50 years ago, surprisingly
little is known about the molecular targets of PARylation and
which processes these specifically regulate. Presently, only a
limited number of in vivo PARylated proteins (PARP substrates)
are reported in the literature and public databases, primarily
because of the absence of ‘‘unbiased‘‘ technologies for detect-
ing PARylated proteins on a global scale.
Mass spectrometry (MS)-based proteomics has emerged as a
key technology for the comprehensive identification of PTM
substrates and site-specific mapping of various types of PTMs.
Here, we describe a quantitative proteomics approach for
assessing the extent of PARylated proteins under various types
of genotoxic stress by performing pull-downs with a PAR binding
domain on stable isotope labeling by amino acids in cell culture
(SILAC)-encoded mammalian cells (Ong et al., 2002).
We decided to employ the wild-type Af1521 macrodomain
(Af1521_wt) as a PAR-binding module in our experimental setup
because of its strong affinity towards ADP-ribose (Kd = 0.13 mM)
and the availability of a characterized binding-deficient mutant
that completely abolishes PAR binding (Dani et al., 2009; Karras
et al., 2005). In brief, the binding-defective mutant (Af1521_mut)
is used for pull-down in ‘‘light’’ SILAC lysates, and Af1521_wt is
used in both ‘‘medium’’ and ‘‘heavy’’ SILAC lysates (Figure 1A).
Protein eluates from each pull-down are combined and digested
to peptides, and PARylated proteins are identified by liquid
chromatography tandem MS (LC-MS/MS). This enables the
identification of covalently PARylated proteins by a quantitative
comparison of light andmedium SILAC states while concurrently
Molecular Cell 52, 1–14, October 24, 2013 ª2013 Elsevier Inc. 1
(legend on next page)
Molecular Cell
Proteome-wide Identification of PARylated proteins
2 Molecular Cell 52, 1–14, October 24, 2013 ª2013 Elsevier Inc.
Please cite this article in press as: Jungmichel et al., Proteome-wide Identification of Poly(ADP-Ribosyl)ation Targets in Different Genotoxic Stress Re-sponses, Molecular Cell (2013), http://dx.doi.org/10.1016/j.molcel.2013.08.026
Molecular Cell
Proteome-wide Identification of PARylated proteins
Please cite this article in press as: Jungmichel et al., Proteome-wide Identification of Poly(ADP-Ribosyl)ation Targets in Different Genotoxic Stress Re-sponses, Molecular Cell (2013), http://dx.doi.org/10.1016/j.molcel.2013.08.026
allowing for the investigation of stress-dependent modulations
of protein PARylation in the heavy SILAC state (Figures 1A and
1B).
Using the established approach, we identify a large number of
PARylated proteins induced under various types of genotoxic
stress and confirm several PARylated protein targets through
biochemical in vitro and in vivo assays. Moreover, the presented
method identifies the majority of already-known targets involved
in DNA repair, demonstrating the ability to directly recognize
PARylated substrates. A comparison of the different types of
genotoxic stress revealed that oxidative and alkylation stress
induces PARylation of a large number of proteins involved in
RNA metabolism, thereby positioning PARylation as an impor-
tant functional link between DNA and RNAmetabolic processes.
To emphasize this connection, we find the pre-mRNA-splicing
protein THRAP3 to be PARylated under oxidative damage.
THRAP3 has previously been reported to play a role in the
DNA damage response (DDR) in a manner that parallels tran-
scription inhibition (Beli et al., 2012). Combining our high-resolu-
tion MS data with automated high-content microscopy, we
demonstrate that PARylation of THRAP3 affects its cellular local-
ization and is required for colocalizing with splicing factors in
nuclear speckles, an effect that is enhanced upon transcriptional
inhibition. Similarly, we show that the PARylation of RNA-binding
protein TAF15 partially prevents the protein from forming
nucleolar caps under transcriptional inhibition. Collectively, the
presented data set provides a valuable resource of PARylated
proteins in human cells and describes how PARylation affects
cellular localization of RNA-associated proteins under specific
genotoxic stress conditions.
RESULTS
Establishing a Proteomic Approach for the Identificationof Genotoxic-Stress-Dependent Protein PARylationFor the affinity enrichment of PARylated proteins, we purified
Af1521_wt and Af1521_mut macrodomains as GST fusion pro-
teins and verified their binding properties towards PARylated
substrates by western blot (WB) (Figures S1A and S1B available
online). Recently, Af1521was also found to be amono(ADP-ribo-
syl) hydrolase (Jankevicius et al., 2013; Rosenthal et al., 2013).
However, no activity was reported against PARylated proteins,
which are the primary targets of this study. Nevertheless, we vali-
dated that no hydrolyase activity was exerted by Af1521 against
Figure 1. Proteome-wide Identification of PARylated Proteins in Respo
(A) A schematic representation of the SILAC-based enrichment strategy. U2OS c
were treated with genotoxic stress. Separate pull-downs of SILAC-encoded lysate
SILAC state and a PAR-binding GST-Af1521 wild-type macrodomain for medium
high-resolution LC-MS/MS.
(B) Quantitative comparison of tryptic peptide abundances.
(C) SILAC-based enrichment of PARylated proteins in the absence of exogenous
SILAC ratios from the reverse experiment were plotted against each other. Re
processes in comparison to annotated GO genes across the entire human geno
(D) U2OS cell lysate preparation in the absence or presence of 3-AB in the lysis bu
with 3-AB prior to cell lysis (lane 4). Pull-downs were performed with GST-Af152
(E) Hierarchical clustering of proteins derived from SILAC-based U2OS lysate pu
buffer. Functional GO analysis of regulated proteins in the absence of PARPi rev
(F) U2OS cells were transfected with PARG siRNA for 72 hr and treated with H2O
poly-, oligo- or mono-(ADP-ribosyl)ated substrates under the
experimental conditions used for our pull-down studies (Fig-
ure S1C), assuring no interference of catalytic activity with our
setup.
Next, we evaluated the performance of Af1521_wt and
Af1521_mut domains in a quantitative SILAC setup (Figure S1D).
High technical reproducibility of the experimental setup was
confirmed by a replicate ‘‘reverse’’ experiment, where medium
and heavy SILAC labels were swapped (Figure S1E and S1F).
Comparing proteins differentially bound between Af1521_wt
and Af1521_mut pull-downs revealed a large fraction of proteins
with a stronger affinity for Af1521_wt (Figure 1C). Gene ontology
(GO) enrichment analysis identified these as factors primarily
involved in DNA repair processes.
Thoughour results confirm thatAf1521_wt canbeemployedas
a PAR-binding module in a SILAC-based manner, we were
intrigued by the enrichment of PARylated proteins in the absence
of genotoxic stress (Figure 1C). The basal in vivo activity of
ARTD1/PARP1 has been described as low, stimulated through
genotoxic stress, and regulated by the opposing actions of
PARG (Bonicalzi et al., 2005). However, in vitro PAR formation
by ARTD1/PARP1 only requires the presence of NAD+ and DNA
fragments (Altmeyer et al., 2009). Thus, the shearing of DNA dur-
ing cell lysis could cause unphysiological PAR formation despite
fast and gentle sample handling. To investigate this, we tested
the presence of PARP inhibitors (PARPi) during sample prepara-
tion in a triple-encoded SILAC experiment with the Af1521_wt
domain used as ‘‘bait’’ in all three SILAC states (Figure S2A).
For light and medium SILAC cells, PARPi (PJ-34 or 3-AB) was
added to the lysis buffer, whereas heavy SILAC cells were left un-
treated during the entire experimental procedure. Additionally,
light SILAC cells were pretreated with PARPi for 2 hr prior to
cell lysis. After MS analysis, a substantial fraction of proteins
was found to be regulated more than 4-fold in the heavy SILAC
sample (complete absence of PARP inhibitor; Figure S2B, H/L
ratios). Contrary to this, very little ADP ribosylation was detected
in cells exposed to PARPi in the lysis buffer (Figure S2B, M/L
ratios), supporting the notion that postlysis mechanical shearing
stress triggers ARTD enzymatic activity (Beneke et al., 2012).WB
analysis of the same pull-down samples with PAR and ARTD1/
PARP1 antibodies corroborated these results (Figures 1D and
S2C). Moreover, hierarchical clustering of PARylated proteins
affected by the sample preparation procedure revealed that
DNA repair pathways are mainly affected by these processes
nse to Genotoxic Stress with SILAC-Based Quantification
ells were grown in light, medium, or heavy SILAC medium. Heavy-labeled cells
s were performed with a PAR-binding-defective Af1521mutant (G42E) for light
and heavy SILAC states. Eluates were resolved by SDS-PAGE and analyzed by
genotoxic stress. Logarithmized H/M SILAC ratios from the forward and M/H
gulated proteins reveal strong enrichment of proteins involved in DNA repair
me (indicated p values < 0.005).
ffer to prevent unphysiological activation of protein PARylation and cells treated
1_wt and analyzed by WB with the indicated antibodies.
ll-down in the absence (�) or presence (+) of 3-AB (5 mM) or PJ-34 in the lysis
eals strong enrichment of PARylated proteins involved in DNA repair.
2 and analyzed by WB with PAR antibody.
Molecular Cell 52, 1–14, October 24, 2013 ª2013 Elsevier Inc. 3
+si
PAR
G
+PJ
-34
(inly
sis
buffe
r)+
AD
P-H
PD(in
lysi
sbu
ffer)
F
A B
C
- UVH2O2 MMS
β-actin
PAR
IR
phospho-p53(Ser15)
H2O
2
MM
S UV IR
-4
-2
0
2
4
-4
-2
0
2
4H
2O2
MM
S UV IR
24%Nucleus
Other/Unknown76%
D
E
+ DNA damage(H/L ratio)
- DNA damage(M/L ratio)
Log 2
SIL
AC
ratio
s
G
Log 2
SIL
AC
ratio
s
0.6
0.8
1
0
0.2
0.4
0.6
0.8
1
-8 -4 0 4 8
M/LSILAC ratios
H/L SILAC ratios
p = 9.69e-35
Den
sity
Fold change
+ DNA damage- DNA damage
UV
IRMM
S
H2 O
2
DNA and RNA metabolic processes:
- DNA repair- transcription
RNA metabolic processes
-3 -2 -1 0 1 2 3
SILAC-Experiment Treatment Light (L) Medium (M) Heavy (H)
1 H2O2 Af1521_mut Af1521_wt Af1521_wt + H2O2
2 MMS Af1521_mut Af1521_wt Af1521_wt + MMS
3 UV Af1521_mut Af1521_wt Af1521_wt + UV
4 IR Af1521_mut Af1521_wt Af1521_wt + IR
4 3 21 2 4 31
(legend on next page)
Molecular Cell
Proteome-wide Identification of PARylated proteins
4 Molecular Cell 52, 1–14, October 24, 2013 ª2013 Elsevier Inc.
Please cite this article in press as: Jungmichel et al., Proteome-wide Identification of Poly(ADP-Ribosyl)ation Targets in Different Genotoxic Stress Re-sponses, Molecular Cell (2013), http://dx.doi.org/10.1016/j.molcel.2013.08.026
Molecular Cell
Proteome-wide Identification of PARylated proteins
Please cite this article in press as: Jungmichel et al., Proteome-wide Identification of Poly(ADP-Ribosyl)ation Targets in Different Genotoxic Stress Re-sponses, Molecular Cell (2013), http://dx.doi.org/10.1016/j.molcel.2013.08.026
(Figure 1E). On the basis of these findings, we included PARPi in
all sample preparations and set out to investigate the extent of
PARylation upon the induction of various types of genotoxic
stress. WB analysis of cells exposed to oxidative stress by
hydrogen peroxide (H2O2) only showed a relatively mild increase
in PAR levels (Figure 1F), which could be related to the short half-
life of PAR polymers (Alvarez-Gonzalez and Althaus, 1989). Thus,
in order to sustain PAR levels throughout the pull-down proce-
dure, we decided to reduce PARG activity by siRNA-dependent
depletion (Figure 1F) and additionally included PARG inhibitors
in the lysis buffer for all following experiments.
Proteomic Investigation of the Differential Impact ofVarious Types of Genotoxic Stress on ProteinPARylationNext, having established a robust SILAC-based workflow for the
enrichment of PARylated proteins, we investigated the cellular
PARylation response to various genotoxic insults. To this end,
we performed four SILAC experiments investigating PARylated
proteins upon treatment with different genotoxic agents (H2O2,
methyl methane sulfonate [MMS], UV radiation, and ionizing ra-
diation [IR]; Figure 2A).
Only heavy SILAC-labeled cells were exposed to genotoxic
agents; hence, PARylated substrates should exhibit an increase
in heavy/light (H/L) SILAC ratio in comparison to the medium/
light (M/L) ratios (cells not exposed to genotoxic stress). To vali-
date this, we plotted the logarithmized M/L and H/L SILAC ratios
of quantified proteins derived from the SILAC experiment
exposed to H2O2 insult (Figure 2B). The data showed that the
distribution of SILAC ratios of quantified proteins is indeed
shifted towards higher H/L SILAC ratios in comparison to the
M/L counterparts, demonstrating significantly increased (p =
9.69 3 10�35) protein PARylation upon genotoxic stress (Fig-
ure 2B). Moreover, given that light andmedium SILAC conditions
are essentially the same for all four SILAC experiments, they
constitute an internal control condition between pull-downs, as
confirmed by correlation analyses (Figure S3). In addition, box
plot analysis of all M/L ratios demonstrated identical distribu-
tions across all investigated samples (Figure 2C), whereas box
plot analysis of genotoxic-stress-induced samples (H/L ratios)
revealed much broader distributions, confirming that protein
PARylation is induced in all applied treatments (Figure 2D).
Strikingly, the degree of regulation was dependent upon the
Figure 2. Quantitative Analysis of DNA-Damage-Induced Protein PARy
(A) Four biological SILAC experiments were performed in order to investigate the
experiments, cells were treated in heavy SILAC state with H2O2 (1 mM, 10 min),
downs were performed with siPARG-treated U2OS cells and 40 mM PJ-34 and 1
(B) Significantly upregulated PARylated proteins in response to oxidative stress. L
representing untreated and treated cells. M/L SILAC ratios cumulate around 1 a
responding to induced protein PARylation. Statistical significance was calculate
(C) Box plot analysis of logarithmizedM/L SILAC ratios from all four SILAC experim
genotoxic stress (whiskers with minimum and maximum 1.5 interquartile range [
(D) Box plot analysis of logarithmized H/L SILAC ratios. Significant regulation rev
with minimum and maximum 1.5 IQR).
(E) SiPARG-transfected cells were treated with DNA-damaging agents and ana
follows the distribution of SILAC ratios in (D).
(F) A heat map of quantified proteins from the combined pull-downs in the absenc
stress are clustered together.
(G) GO term annotation enrichment for cellular distribution of significantly upregu
source of exogenous damage, and H2O2 showed the strongest
response, followed by MMS, UV, and IR in a steadily decreasing
manner (Figure 2D). WB analysis of cellular PARylation gener-
ated by the different genotoxic stress treatments revealed an
identical pattern (Figure 2E), confirming the direct association
between PARylated proteins andmeasured SILAC ratios. In sup-
port of the varying degree of PARylation caused by different gen-
otoxic stress treatments, a heat map clustered H2O2 and MMS
samples together, demonstrating that these chemical agents
cause the greatest degree of PARylation (Figure 2F). In order to
determine which proteins are significantly enriched in each
pull-down experiment, we used a ‘‘significant outlier’’ strategy
based on the Student’s t test to establish statistical significance
(p < 0.01). In total, 165 proteins could be determined as signifi-
cantly upregulated in the four experiments. However, these
measurements take only a normal distribution of the data set
into account, whereas PARylation during the H2O2 and MMS
treatments affects a much larger proportion of proteins in com-
parison to UV or IR damage (Figures 2D and 2E). This causes
an overall augmentation of the H/L ratios disproportioned to
the background binders, which can lead to an underestimation
of significancemeasurements that are based on normal distribu-
tions. As a consequence, we included PARylated substrates
from the H2O2 and MMS experiments if they exhibited at least
2.5-fold upregulation in their H/L ratios, concomitantly assuring
stringency for determining true interaction partners. Altogether,
we identified 235 proteins from the four experiments as signifi-
cantly enriched under the investigated genotoxic stress condi-
tions (Table S2).
Investigating the cellular distribution of the identified sub-
strates by GO enrichment analysis revealed that 76% of the
PARylated proteins belong to the nucleus (Figure 2G), signifying
a strong enrichment of nuclear PARylation targets considering
the pull-downs were performed on whole-cell lysates. This is in
full agreement with the nuclear localization of ARTD1/PARP1
and ARTD2/PARP2, which, together, account for the majority
of genotoxic stress-induced PAR formation in cells.
Proving Direct ADP Ribosylation of Target ProteinsTo select candidates for further investigation of PARylation-
dependent processes, we compared our data set to previously
published PARylation targets involved in DNA repair. We identi-
fied several of the proteins proposed to be PARylated, including
lation
impact of different DNA-damaging agents on protein PARylation. In the single
MMS (10 mM, 1 hr), UV (40 J/m2, 1 hr), or IR (10 Gy, 1 hr) respectively. All pull-
mM PARG inhibitor ADP-HPD in the lysis buffer.
ogarithmizedM/L and H/L SILAC ratios from the H2O2 experiment were plotted,
nd follow a normal distribution, whereas H/L ratios are shifted upwardly, cor-
d with a Wilcoxon rank-sum test.
ents (see A). No regulation of PARylated proteins is observed in the absence of
IQR]).
eals a strong induction of protein PARylation upon genotoxic stress (whiskers
lyzed by WB with the indicated antibodies. The extent of protein PARylation
e (�) or presence (+) of DNA damage. PARylated proteins induced by genotoxic
lated proteins in all four SILAC experiments.
Molecular Cell 52, 1–14, October 24, 2013 ª2013 Elsevier Inc. 5
25013010070
55
35
25
Ctrl PNKPCETN2
MPGMECP2
NUSAP1
POLR2E
CDK2XPC
Coomassie
32P-NAD
ARTD1/PARP1 ARTD2/PARP2
A
siARTD1/PARP1 siARTD2/PARP2siControl
- UVH2O2 MMS IR - UVH2O2 MMS IR - UVH2O2 MMS IR
β-actin
PAR
phospho-p53 (Ser15)
ARTD1/PARP1
C
191
97
97
51
39
Ctrl PNKPCETN2
MPGMECP2
NUSAP1
POLR2E
CDK2XPC
51
64ARTD2/PARP2
19618125
Total number of targets from SILAC screen
Targets from SILAC screen:DNA repair
Published targets: DNA repair
ARTD1ARTD2
FACT140XRCC5XRCC6PCNARPA1RPA2
XRCC1TOP2
HMGB1Histones
B
25013010070
55
35
25
10070
55
35
25
250130
10070
55
35
25
250130
*
**
(legend on next page)
Molecular Cell
Proteome-wide Identification of PARylated proteins
6 Molecular Cell 52, 1–14, October 24, 2013 ª2013 Elsevier Inc.
Please cite this article in press as: Jungmichel et al., Proteome-wide Identification of Poly(ADP-Ribosyl)ation Targets in Different Genotoxic Stress Re-sponses, Molecular Cell (2013), http://dx.doi.org/10.1016/j.molcel.2013.08.026
Molecular Cell
Proteome-wide Identification of PARylated proteins
Please cite this article in press as: Jungmichel et al., Proteome-wide Identification of Poly(ADP-Ribosyl)ation Targets in Different Genotoxic Stress Re-sponses, Molecular Cell (2013), http://dx.doi.org/10.1016/j.molcel.2013.08.026
ARTD1/PARP1, FACT140 (SUPT16H), XRCC5, XRCC6, PCNA,
RPA1, RPA2, XRCC1, TOP2, and HMGB1, strengthening the
reliability of our SILAC approach (Figure 3A). Cell-type-specific
protein expression or the requirement for specific genotoxic
conditions could account for not identifying previously sug-
gested PARylated proteins. Besides confirming the majority of
known PARylated proteins involved in DNA metabolism, we
additionally found 18 PARylation targets specifically described
to play a role in DNA-repair-related processes (Figure 3A).
As an additional demonstration that our established method
directly targets PARylated proteins, we biochemically verified
covalent PAR modification of purified proteins by in vitro PARy-
lation assays. Recombinant protein substrates were incubated
with purified ARTD1/PARP1 or ARTD2/PARP2 enzymes in the
presence of [32P]-NAD+ and a DNA fragment in order to measure
the incorporation of NAD+ radioactivity by autoradiography. The
activation of ARTD1/PARP1 and ARTD2/PARP2 was confirmed
by the detection of their strong automodification in the upper
part of the gel lanes (Figure 3B). Using ARTD1/PARP1, we could
detect a strong PARylation of PNKP, MPG (MID1), MECP2,
NUSAP1 and POLR2E, and, to a lesser degree, CETN2 and
CDK2. In vitro PARylation of XPC was difficult to confirm, given
that the protein runs with an almost similar size as ARTD1/
PARP1 (103 versus 111 kDa). A similar problem arises for
ARTD2/PARP2, which, at a mass of 64 kDa, further limits the
detection range. Still, MPG is validated as PARylated in vitro
by ARTD2/PARP2 (Figure 3B). Several of the identified PARy-
lated proteins, including PNKP, MPG (MID1), NUSAP1, CETN2,
and CDK2, have also been previously assigned with a functional
role in DNA repair processes, indicative of PARylation influ-
encing their mode of operation in DNA metabolism.
Notably, the derived in vitro results are in agreement with
ARTD1/PARP1 being responsible for the majority of cellular
PAR, whereas ARTD2/PARP2 accounts only for up to 15% of
PAR formation. This characteristic seems to be reflected not
only in the amount of PAR formed but also the number of actual
targets. In support of ARTD1/PARP1 being the primary enzyme
responsible for the identified PARylated substrates, knockdown
of ARTD1/PARP1 resulted in a strong decline of the PAR signal.
In contrast, siARTD2/PARP2-treated cells hardly showed any
difference in comparison to cells treated with control small inter-
fering RNA (siRNA) (Figure 3C). Notably, we detected a reduced
signal for phospho-p53 (Ser15) for all investigated genotoxic
stress treatments following ARTD1/PARP1 downregulation.
This was in agreement with previous reports showing comprised
DDR signaling for PAR-inhibited cells (Haince et al., 2007), high-
lighting the role of PAR as an early genotoxic-stress-sensory
molecule.
Figure 3. Identification and In Vitro Validation of Protein PARylation Ta
(A) Overlap of total number of PARylated proteins identified in this study with prot
DNA repair on the basis of GO term annotation.
(B) In vitro PARylation of identified protein targets in the SILAC screen. Purified fu
with recombinantly expressed proteins in the presence of [32P]-NAD and double-s
Coomassie blue (bottom) and autoradiography (AR, top). *, ARTD1/PARP1; **, A
ARTD1/PARP1.
(C) ARTD1/PARP1 accounts for the majority of protein PARylation in response to
control, ARTD1/PARP1, or ARTD2/PARP2 siRNA. Cells were treated with DNA
indicated antibodies.
Targets for PARylation In Vivo Are Involved in DifferentCellular ProcessesTo corroborate the in vitro validation of PARylated substrates
with in vivo data, we verified a number of in vitro identified PAR-
ylation targets by WB with specific antibodies after Af1521_wt
pull-down. In response to H2O2-induced stress, we found
MPG, PNKP, MECP2, XPC, and NUSAP1 to be enriched,
whereas NF-kB p65 served as a negative control (Figure 4A).
Pretreatment of the cells with PJ-34 completely abolished the
signal, confirming that enrichment occurs in a PARP-dependent
manner.
Furthermore, to demonstrate the in vivo PARylation of targets,
we immunoprecipitated GFP-tagged proteins stably expressed
under the control of their endogenous promoters (Poser et al.,
2008) and blotted them with PAR antibody. In order to cover
the functional diversity of targets in our data set in the best way
possible, we selected proteins regulating different nuclear pro-
cesses. We verified our findings for TAF15, which belongs to
the TLS/FUS, EWS, TAF15 (TET) protein family of RNA- and
DNA-binding proteins suggested to play a role in transcription
and splicing (Bertolotti et al., 1996; Jobert et al., 2009). Using
GFP-TAF15-expressing HeLa cells, we could confirm the results
of the Af1521 pull-down by WB. Similarly, GFP-TAF15 was vali-
dated to be PARylated by GFP immunoprecipitation in a geno-
toxic-stress-dependent and PARP-inhibitor-repressed manner
(Figure 4B). Strikingly, we foundall threemembers of the TETpro-
tein family to be PARylated under genotoxic stress conditions
(TableS2), suggesting a common role for PARylation in regulating
the function of these proteins in response to genotoxic stress.
Another RNA-associated factor that we discovered to
be PARylated in a genotoxic-stress-dependent manner was
THRAP3 (TRAP150), which controls mRNA splicing and nuclear
mRNA degradation and was recently assigned a role in the DDR
(Beli et al., 2012; Lee et al., 2010). In support of our SILAC data,
we found GFP-THRAP3 to be enriched in the Af1521 pull-down
in a PARP-dependent manner, and conversely, validated
THRAP3 PARylation upon GFP immunoprecipitation (Figure 4B).
The ATPase SMARCA5 (SNF2h) is a chromatin remodeler
belonging to the SWI/SNF family of proteins. It has recently
been linked to genotoxic stress signaling in a PAR-dependent
manner although no direct in vivo PARylation of SMARCA5
was detected after DNA damage (Smeenk et al., 2013), which
could be the consequence of the transient nature or low degree
of PARylation of SMARCA5. In the background of reduced PARG
activity, we could confirm the direct in vivo PARylation of
SMARCA5 (Figure 4B). Recently, ARTD1/PARP1 was demon-
strated to PARylate several components of a purified TIP5 com-
plex, hereby contributing to the repression of ribosomal RNA
rgets
eins that were previously observed to be PARylated and assigned with a role in
ll-length human ARTD1/PARP1 (left) and ARTD2/PARP2 (right) were incubated
tranded DNA oligomer. Samples were resolved by SDS-PAGE and analyzed by
RTD2/PARP2; Ctrl, control including Histone H1 and zinc finger 1 and 2 from
genotoxic stress. U2OS cells were cotransfected with PARG siRNA and either
-damaging agents as described in Figure 2A and analyzed by WB with the
Molecular Cell 52, 1–14, October 24, 2013 ª2013 Elsevier Inc. 7
191
97
191
97
97
191
191
97
191
191
- +
H2O2
PAR
XPC
GFP
PJ-34
-- ++
- +-- ++
- +-- ++
PD: Af1521_wt
*
*
*
TAF15-GFP
A
MECP2
NUSAP1
PNKP
B
MPG
97
64
64
39
51
28
64
51
51
NFkB
- +-- ++
10 % Input
191
97PAR
PAR
GFP
GFP
PAR
H2O2
PJ-34- +-- ++
PAR
GFP
SMARCA5-GFP
GFP
PAR
GFP
PAR
THRAP3-GFP
GFP
PAR
GFP
PAR
PD: Af1521_wt IP: GFP10% Input
PAR
GFP
97
191
97
191
97
191
97
191
191
97
191
191
97
191
97
97
191
Figure 4. In Vivo PARylation of Protein Tar-
gets
(A) siPARG-transfected U2OS cells were incu-
bated with PJ-34 (40 mM, 1.5 hr) or left untreated
prior to treatment with H2O2 (1 mM, 10 min) as
indicated. Cell lysates were pulled down with
GST-Af1521_wt and analyzed by WB with the
indicated antibodies in order to detect enriched
PARylated proteins. NF-kB antibody was used as
negative control.
(B) HeLa cells stably expressing TAF15, THRAP3,
or SMARCA5 as GFP fusion proteins were trans-
fected with PARG siRNA and treated with PJ-34
and H2O2 as in (A). Lysates were subjected to
Af1521_wt pull-down or GFP immunoprecipitation
and subsequently analyzed by WB with PAR and
GFP antibodies (*, PARylated GFP target protein).
Molecular Cell
Proteome-wide Identification of PARylated proteins
Please cite this article in press as: Jungmichel et al., Proteome-wide Identification of Poly(ADP-Ribosyl)ation Targets in Different Genotoxic Stress Re-sponses, Molecular Cell (2013), http://dx.doi.org/10.1016/j.molcel.2013.08.026
transcription and the establishment of silent ribosomal DNA
chromatin during cell division (Guetg et al., 2012). SMARCA5
was found to be part of this complex, also referred to as nucle-
olar remodeling complex NoRC, indicating that PARylation of
SMARCA5 could regulate more processes than the DDR. Inter-
estingly, in our genotoxic stress screen, we also identify H2O2-
andMMS-dependent PARylation of UBTF (UBF1), another factor
involved in the regulation of nucleolar chromatin, supporting the
8 Molecular Cell 52, 1–14, October 24, 2013 ª2013 Elsevier Inc.
idea of PARylation as a means of coordi-
nating nucleolar function in response to
genotoxic stress. In general, chromatin
remodelers have recently been recog-
nized as important signaling coordinators
in genome stability pathways (Papami-
chos-Chronakis and Peterson, 2013).
Compelling evidence shows that PARyla-
tion governs access and activities of
some of these factors at sites of DNA
damage, as recently demonstrated for
CHD1L (ALC1) and CHD4 (Ahel et al.,
2009; Chou et al., 2010). Intriguingly, we
observed a strong PARylation of CHD1L
in all four genotoxic stress treatments,
whereas CHD4was significantly modified
after MMS treatment, indicating that the
direct PARylation of these proteins may
contribute to the regulation of their func-
tions (Table S2).
Comparative Analysis of theGenotoxic-Stress-InducedPARylome Reveals DistinctRegulation of RNA Metabolism inResponse to Oxidative andAlkylating DamageFunctional GO analysis of regulated
proteins revealed that DNA metabolic
processes are significantly enriched (Fig-
ure 5A). A considerable portion of these
factors is involved in DNA repair (p <
9 3 10�5), including many known PARylated candidates (Fig-
ure S4A). Strikingly, more than 60% of all significantly regulated
proteins also comprise nucleic-acid-binding activity (Figure 5B).
Although the proportion of RNA-binding proteins in the complete
data set was less in comparison to DNA-binding proteins, their
enrichment in relation to the total number of RNA-binding
proteins in the genome was more than 2-fold higher. This sug-
gests that posttranscriptional processes such as splicing,
A
C
E
B
72 11
28 32
5
22 3
1033 3
0
6 5
3 1
H2O2
IR MMSUV
RNA metabolic processes
H2O2
MMS
DNA metabolism
D
0 10 20 30 40 50 60 70
Nucleic acidbinding
RNA binding
DNA binding
2.4e-41
1.8e-32
1.5e-17
PARylated proteins/ SILAC screenGO genes/total genome
Proteins involved [%]
CHD1L
PCNA
RFC4
TOP2A
NUSAP1
PARP1
UHRF1HMGB2
CDK2
MPG
RPA1NFIC XRCC5
H2AFXHMGA1
RBBP4
HIST1H2BJ
HIST1H2BKHIST1H2AK
HIST1H1C
CDCA5
RFC1
XRCC1
LIG3
XRCC6
SUPT16H
PNKP
SFPQ
NONO
RFC3
SSRP1
XPC
TOP1
CPSF3
HNRNPU
CPSF2
ELAVL1
SRSF1
HNRNPA0
HNRNPR
GTF2I
SNRPD1
FBL
SNRPD2SNRNP70
SNRPN
KHDRBS1
SMNDC1
HNRNPA2B1
FUS
FIP1L1
NONO
RBM3
HNRNPA1
PABPN1
SNRPA
RBMX
SFPQ
SRSF7
CPSF4
HNRNPUL1
THOC4
DIMT1L
SUPT16H
CPSF1
POLR2E
PARP1
NFIC
THRAP3
SRSF1
RBMX
SNRPA
HNRNPU
FUS
KHDRBS1
TRA2B
HNRNPA2B1
HNRNPA1
NOP56
LOC653884
FBL
UTP15
SRSF7
HNRNPR
SUPT16H
THOC4
POLR2H
HNRNPC
NFIC
MKI67IP
NONO
RBM3
CPSF4
CPSF2
ELAVL1FIP1L1
PARP1
HNRNPA0
CPSF1THRAP3
0 10 20 30 40
DNA repair
Chromosomeorganization
DNA replication
Transcription
RNA processing
RNA splicing
Genome H2O2 MMS IR UV
DN
A m
etab
olis
mR
NA
met
abol
ism
Proteins involved [%]
Figure 5. Functional Consequences of
Distinct Types of DNA Damage Treatment
on Protein PARylation
(A) Protein interaction networks of significantly
PARylated proteins from all SILAC experiments
grouped into DNA metabolism by GO term anno-
tation for biological process (p < 8 3 10�14).
Network interaction data were extracted from the
STRING database and visualized with Cytoscape.
(B) InterPro domain annotation associated with the
molecular function of significantly regulated pro-
teins from all SILAC experiments in comparison to
annotated GO genes in the entire genome (indi-
cated p values < 1.53 10�17 ). Strong enrichments
for RNA- and DNA-binding proteins are observed.
(C) A Venn diagram demonstrating the overlap of
PARylated proteins from the individual DNA dam-
age experiments (as described in Figure 2A).
(D) GO enrichment analysis reveals specific
enrichment of RNA metabolic processes in H2O2
and MMS experiment, whereas proteins involved
in DNA metabolic processes are equally identified
across all DNA damage experiments. Analysis was
performed with GO term annotations for biological
processes of significantly regulated protein sets in
each DNA damage SILAC experiment (specific p
values are listed in Figure S4C).
(E) Protein interaction networks of significantly
PARylated proteins from the H2O2 (top) and MMS
(bottom) experiments grouped into RNA meta-
bolism by GO term annotation for biological pro-
cess (p < 2 310�16).
Molecular Cell
Proteome-wide Identification of PARylated proteins
Please cite this article in press as: Jungmichel et al., Proteome-wide Identification of Poly(ADP-Ribosyl)ation Targets in Different Genotoxic Stress Re-sponses, Molecular Cell (2013), http://dx.doi.org/10.1016/j.molcel.2013.08.026
polyadenylation, mRNA stability and transport, and translation
are readily controlled by PARylation-induced genotoxic stress.
To assess the specific functional consequences of PARylation
under different types of genotoxic stress, we compared the
significantly regulated protein population of each single geno-
toxic stress experiment to all others (Figure 5C and Table S2).
In doing so, we identified ten proteins to be PARylated in all
four genotoxic stress conditions (ARTD1/PARP1, RPA1, MPG,
TAF15, FUS, RBMX, ALC1, DTX2, RUNX1, and ZNF384). Inter-
estingly, the dissection of the single genotoxic-stress-specific
data sets revealed that H2O2 and MMS treatment particularly
affect proteins involved in RNA metabolic processes (Figures
5D and S4C). This observation is also reflected by the overrepre-
sentation of RNA-binding proteins in H2O2 and MMS samples,
whereas the enrichment of regulated DNA-binding proteins is
equal for all genotoxic stress conditions (Figure S4B). A func-
tional network analysis showed that a large number of PARylated
substrates involved in RNA metabolic processes are intercon-
Molecular Cell 52, 1–
nected (Figure 5E). Whether this connec-
tivity is characteristic of PARylated pro-
teins involved in RNA metabolism
remains to be elucidated, given that pro-
teins in RNA metabolic processes are
generally strongly interconnected. Never-
theless, the majority of proteins involved
in RNA metabolic processes were not
known to be targeted for PARylation,
and only few proteins were previously observed to be modified.
However, emerging evidence indicates that PARylation plays an
important role in RNA processes during genotoxic stress. In fact,
in a recent siRNA screen, the RNA-binding protein RBMX was
identified as a positive regulator of homologues recombination
and found to localize to sites of DNA damage in a PARylation-
dependent manner (Adamson et al., 2012). Notably, we identify
RBMX as a PARylation target upon all applied genotoxic stress
treatments in our SILAC screen, supporting the concept of
ARTD1/PARP1-dependent regulation of RBMX (Table S1).
High-Content Imaging Analysis of PARylation-Dependent Regulation of Stress-Induced SubnuclearRelocalization of PARylated Proteins TAF15 andTHRAP3To investigate the role of PARylation in RNA metabolic pro-
cesses during genotoxic stress, we conducted detailed analyses
of TAF15 and THRAP3, known to be involved in transcription and
14, October 24, 2013 ª2013 Elsevier Inc. 9
ActD
ActD+ H2O2
ActD+ PJ-34+ H2O2
TAF15-GFP DAPImerge
ActD+ MMS
B
ActD+ PJ-34+ MMS
A
Nor
mal
ized
inte
nsity
TA
F15
caps
/ nu
cleu
s [A
U]
0
0.02
0.04
0.06
0.08
0.10
0.12
0.14
Ctrl H2O2 MMS
ActD
ActD + PJ-34
ActD + ABT-888
Automated nuclei detection Automated TAF15 cap detection
Fibrillarin
ActD+ PJ-34
C
Figure 6. PARylation-Dependent Relocali-
zation of TAF15 from Perinucleolar Caps in
Response to Genotoxic Stress
(A) In order to induce nucleolar cap formation,
HeLa cells were treated with 5 mg/ml ActD for up to
3 hr in the presence or absence of 40 mM PJ-34.
Prior to formaldehyde fixation, cells were exposed
to 2 mM H2O2 for 1 hr or 1 mM MMS for 2 hr and
additionally pre-extracted for visualization of
nucleolar caps. Immunostaining was performed
with TAF15 and Fibrillarin antibodies.
(B) Exemplary images taken from HCI analysis
illustrating automated software-assisted detection
of DAPI-stained nuclei and immunostained TAF15
caps.
(C) Quantification of TAF15 cap intensities per
nucleus of the conditions represented in (A) and
additional conditions with ABT-888.
Molecular Cell
Proteome-wide Identification of PARylated proteins
Please cite this article in press as: Jungmichel et al., Proteome-wide Identification of Poly(ADP-Ribosyl)ation Targets in Different Genotoxic Stress Re-sponses, Molecular Cell (2013), http://dx.doi.org/10.1016/j.molcel.2013.08.026
splicing, respectively, and reported to localize to specific sub-
structures in the nucleus (Bertolotti et al., 1996; Jobert et al.,
2009; Lee et al., 2010). Dynamic spatiotemporal reorganization
of subnuclear structures and their constituents is an important
means for efficiently coordinating nuclear processes and cellular
stress responses (Boulon et al., 2010). For instance, the tran-
scriptional inhibition of RNA polymerase I and II with Actinomycin
D (ActD) has been shown to induce the segregation of nucleolar
components, resulting in the accumulation of a specific set of
proteins in perinucleolar caps (Shav-Tal et al., 2005). All TET fam-
ily members are known to accumulate in these stress-induced
cap structures (Jobert et al., 2009; Shav-Tal et al., 2005). This
10 Molecular Cell 52, 1–14, October 24, 2013 ª2013 Elsevier Inc.
led us to further investigate whether PAR-
ylation would contribute to the regulation
of nucleolar cap formation of TAF15 upon
genotoxic stress. We found TAF15 to be
enriched in cap-like structures upon
transcriptional inhibition with ActD in a
PARP-independent manner (Figure 6A
and S5A). In the absence of ActD, no
cap formation was induced after expo-
sure to genotoxic stress and/or PARPi
(Figure S5B). Strikingly, nucleolar cap
formation was abrogated when ActD-
treated cells were exposed to H2O2 or
MMS, indicating that oxidative and alkyl-
ation stress may regulate the reorganiza-
tion of nucleolar structures (Figures 6A
and S5A). Interestingly, the presence of
PJ-34 partially rescued the formation of
TAF15 containing cap-like structures
upon H2O2 and MMS treatment, indi-
cating that PARylation may contribute to
the redistribution of TAF15 from nucleolar
caps. In order to conduct an unbiased
and quantitative analysis for the stress-
dependent regulation of cap structure
formation, we applied high-content imag-
ing (HCI), thus enabling automated, inten-
sity-based detection of nuclei and immunofluorescence-stained
TAF15 caps of more than 1,000 cells per investigated condition
(Figure 6B). The quantitative measurements corroborated the
observed phenotypes for TAF15 caps, whose formation was
diminished upon genotoxic stress in a PAR-dependent manner,
as shown by the application of two different PARPi (PJ-34 and
ABT-888; Figure 6C).
To assess the applicability of our resource data for an unre-
lated biological regulation, we investigated the stress-depen-
dent subcellular relocalization of splicing factor THRAP3.
THRAP3 has previously been reported to be functionally linked
to its localization in nuclear speckles (Lee et al., 2010) and is
A
B
C D
Figure 7. PARylation-Dependent Accumu-
lation of THRAP3 in Nuclear Speckles in
Response to Genotoxic Stress
(A) Stable THRAP3-GFP-expressing HeLa cells
were treated with ActD and H2O2 and immuno-
stained with rabbit polyclonal GFP and mouse
monoclonal SC35 antibodies.
(B) THRAP3-GFP cells were left untreated or
treated with 5 mg/ml ActD for 3 hr in the presence
or absence of 40 mM PJ-34. Prior to methanol
fixation, cells were exposed to 2 mM H2O2 for the
indicated time points and immunostained with
mouse monoclonal GFP antibody and mouse
monoclonal SC35 antibodies.
(C) Quantification of THRAP3 speckle intensities
per nucleus of the conditions represented in (A)
and additional conditions with ABT-888.
(D) Quantification of THRAP3 speckle intensities
per nucleus of cells treated with siRNAs against
ARTD1/PARP1 or ARTD2/PARP2 in the presence
or absence of ActD and/or 2 mM H2O2.
Molecular Cell
Proteome-wide Identification of PARylated proteins
Please cite this article in press as: Jungmichel et al., Proteome-wide Identification of Poly(ADP-Ribosyl)ation Targets in Different Genotoxic Stress Re-sponses, Molecular Cell (2013), http://dx.doi.org/10.1016/j.molcel.2013.08.026
known to function in the storage, assembly, and modification of
splicing factors. Hereby, a cell-type-specific basal exchange of
splicing factors occurs between speckles and nucleoplasm
that can bemodulated upon stress conditions such as transcrip-
tional inhibition. In contrast to the cytoplasm, compartmentaliza-
tion within the nucleus is not dependent on diffusion barriers
such as membranes. Thus, the reorganization of subnuclear
structures are often controlled by PTMs such as phosphorylation
and dephosphorylation events (Lamond and Spector, 2003). As
a result, we surmised that the PARylation of THRAP3 could
constitute a hitherto unappreciated mechanism for regulating
the stress-dependent assembly of factors in nuclear speckles.
First, we analyzed the cellular localization of GFP-tagged
THRAP3 and detected a strong accumulation into speckle-like
Molecular Cell 52, 1–14
structures upon H2O2 treatment with a
maximum response after 1 hr (Fig-
ure S6A). The localization of THRAP3
into nuclear speckles, as verified by co-
localization with the speckle marker
SC35 (Figure 7A), was more pronounced
under transcriptional inhibition with ActD.
These results possibly reflect a substanti-
ated inhibition of transcription, whereas
incubation with ActD alone did not result
in speckle formation, although THRAP3-
containing structures appeared more
spherical in comparison to untreated
cells (Figure 7B). Intriguingly, preincuba-
tion with PJ-34 prevented the oxidative-
stress-dependent accumulation of
THRAP3 in nuclear speckles (Figure 7B),
demonstrating that this stress-related
function of THRAP3 is regulated in a
PARylation-dependent manner. To
corroborate these results, we performed
an extended HCI analysis and quantified
the appearance of speckles in a
large-scale setup for each investigated condition (Figure S6B).
Accordingly, THRAP3 accumulation in speckles was fully abro-
gated in the presence of PJ-34, and the same phenotype was
observed for a more specific PARPi (ABT-888) (Figure 7C). To
investigate the PARP specificity of the observed THRAP3
accumulation, we performed HCI experiments with siRNAs to
knock down PARP1 and PARP2, respectively, revealing that
PAR-dependent THRAP3 accumulation is strongly dependent
on ARTD1/PARP1, but not ARTD2/PARP2 (Figures 7D, S6C,
and S6D). Notably, the weaker PAR dependence of the TAF15
phenotype in comparison to THRAP3 correlates with the
substoichiometric in vivo PARylation levels observed for
these proteins (Figure 4B). Collectively, the presented results
demonstrate that PARylation events regulate the spatiotemporal
, October 24, 2013 ª2013 Elsevier Inc. 11
Molecular Cell
Proteome-wide Identification of PARylated proteins
Please cite this article in press as: Jungmichel et al., Proteome-wide Identification of Poly(ADP-Ribosyl)ation Targets in Different Genotoxic Stress Re-sponses, Molecular Cell (2013), http://dx.doi.org/10.1016/j.molcel.2013.08.026
dynamics of nuclear factors THRAP3 and TAF15, hereby coordi-
nating RNA metabolic processes in response to genotoxic
stress.
DISCUSSION
Here, we describe a SILAC-based enrichment strategy for high-
confidence in vivo detection of PARylated proteins under various
types of genotoxic stress. Substantial efforts were made to
establish an optimized technical protocol, including the impor-
tant use of PARP inhibitors during sample preparation to circum-
vent artificial PARylation of proteins, which otherwise could lead
to overestimation or misinterpretation of the quantitative data. In
strong support of the acquired data, we prove covalent PARyla-
tion of several targets by in vitro and in vivo approaches. Intrigu-
ingly, functional analysis of the data set establishes the extensive
regulation of processes related to not only DNA metabolism but,
significantly, also RNA metabolism, including transcription, RNA
splicing, and transport. We specifically uncover a role of PARy-
lation for THRAP3 and TAF15 in the coordination and assembly
of subnuclear structures, thereby facilitating the efficient regula-
tion of cellular responses to genotoxic stress.
The activity of ARTD1/PARP1 has long been known to have
an impact on base excision repair (BER) and single-strand break
repair (SSBR) (Dantzer et al., 2000; Fisher et al., 2007), although
its specific role in these processes has remained under debate.
In our screen, we identified several proteins of the BER and
SSBR machinery to be PARylated (ARTD1/PARP1, XRCC1,
MPG, LIG3, and PCNA) extending the list of previously known
targets by the DNA glycosylase MPG and DNA ligase LIG3, indi-
cating that direct PARylation of repair factors could constitute an
additional level of regulating repair efficiency. PNKP, another
identified and in vitro validated PARylation target, has been
described to serve a critical role in processing broken DNA
strands for allowing an efficient repair process (Weinfeld et al.,
2011), indicating that PARylation might affect the enzymatic
activity of its substrate proteins. Additionally, ARTD enzymes
have been demonstrated to play important roles in other DNA
repair pathways, such as nucleotide excision repair, mismatch
repair, and nonhomologous end-joining, supported by our find-
ings of regulated pathway-specific proteins such as XPC and
CETN2, MSH2 and MSH6, and XRCC5 and XRCC6, respec-
tively. Whether the PARylation of pathway-specific proteins
regulates their function positively or negatively and how specific
types of DNA lesions are involved in these processes remain to
be elucidated.
Aside from the direct PARylation of target proteins, cellular re-
sponses to genotoxic stress are also regulated by the recruit-
ment of PAR-binding proteins. Recent proteomic studies
focused on the identification and regulation of noncovalently
PAR-binding proteins by employing nondenaturing affinity purifi-
cation methods (Gagne et al., 2012). In contrast to this, we spe-
cifically determined the extent of covalently PARylated proteins
under various types of genotoxic stress using denaturing enrich-
ment methods. In support of our method targeting specifically
PARylated substrates, we did not identify PAR-binding factors
such as macro H2A.1, APLF, CHFR, and RNF146, which have
been reported to rapidly accumulate at sites of DNA damage
12 Molecular Cell 52, 1–14, October 24, 2013 ª2013 Elsevier Inc.
through their PAR-binding motifs (Kang et al., 2011; Li et al.,
2010; Liu et al., 2013; Timinszky et al., 2009). Nevertheless, it
cannot be excluded that PAR-binding proteins also become
subject to direct PARylation, which, according to our data set,
appears to be the case for ALC1, C6orf130, and Trip12, suggest-
ing a complex interplay between PAR-binding activities and the
PARylation of substrate proteins.
We found that PARylation affects a large number of proteins
involved in RNA metabolic processes, prominently in response
to oxidative and alkylation stress in comparison to UV or IR. It
has only recently become apparent that PARylation provides
an important link between the DDR and RNAmetabolism (Adam-
son et al., 2012; Paulsen et al., 2009). Furthermore, this connec-
tion is supported by our functional analysis of the pre-mRNA
splicing factor THRAP3, which we show to be PARylated in vivo
under oxidative damage. By applying quantitative HCI analysis,
we show that PARylation of THRAP3 affects its stress-depen-
dent cellular localization and is required for its colocalization
with splicing factors in nuclear speckles upon transcriptional
inhibition.
Considering that RNA-binding proteins are enriched in our
data set, we investigated the in vivo PARylation of TAF15 and
established a role for PARylation in coordinating its subnuclear
distribution and function. TAF15 is a member of the TET protein
family and contributes to the control of transcription, splicing,
RNA transport, and DNA repair processes (Tan and Manley,
2009). The TET proteins are frequently involved in genetic
translocations in sarcomas, thereby causing the inappropriate
transcriptional activation of target genes (Tan and Manley,
2009). Moreover, the depletion of FUS or EWS leads to
increased genomic instability and sensitivity to IR (Kuroda
et al., 2000; Li et al., 2007). In fact, recent studies have demon-
strated that Ewing’s sarcoma cells and xenografts are highly
sensitive towards ARTD1/PARP1 inhibition (Brenner et al.,
2012; Garnett et al., 2012). Suggested mechanisms for the
increased sensitivity included both the enforced accumulation
of DNA damage and ARTD1/PARP1-dependent positive feed-
back loops specifically of EWS-FLI1 fusion proteins for tran-
scriptional activation (Brenner et al., 2012). Direct PARylation
of TET family members provides another means for regulating
the function and activity of these proteins and its transloca-
tion-based fusion products.
Previously, PARylation has received much attention as a
potential target in cancer therapy, given that PARP inhibitors
showed promising results in early clinical trials (Fong et al.,
2009). Because our results confirm the PARylation of proteins
involved in RNA metabolic processes, further elucidation of
the regulatory role of PARylation in these processes upon
genotoxic stress might provide valuable information for future
strategies for effectively treating specific cancer subtypes with
PARP inhibitors. Although recent genome-wide siRNA screens
established a functional intersection of RNA processing with
DNA repair (Adamson et al., 2012; Paulsen et al., 2009), very
few RNA-processing factors have been examined in detail for
their link to the DDR. Therefore, our data infer that the
PARylation of RNA-processing factors upon genotoxic insult
may provide an additional layer for the participation of RNA-
binding proteins in the DDR.
Molecular Cell
Proteome-wide Identification of PARylated proteins
Please cite this article in press as: Jungmichel et al., Proteome-wide Identification of Poly(ADP-Ribosyl)ation Targets in Different Genotoxic Stress Re-sponses, Molecular Cell (2013), http://dx.doi.org/10.1016/j.molcel.2013.08.026
EXPERIMENTAL PROCEDURES
Enrichment of PARylated Proteins
U2OS cells were grown in SILAC Dulbecco’s modified Eagle’s medium
(Invitrogen) supplemented with 10% dialyzed fetal bovine serum, sodium
pyruvate, L-glutamine, penicillin and streptomycin, and either L-lysine and
L-arginine, L-lysine 4,4,5,5-D4 and L-arginine–U-13C6, or L-lysine-U-13C6-
15N2 and L-arginine–U-13C6-15N4 (Cambridge Isotope Laboratories) (Ong
et al., 2002). The following cells were exposed to genotoxic agents and har-
vested at the indicated time points unless otherwise stated: IR (10 Gy, 1 hr),
UV (40 J/m2, 1 hr), MMS (10 mM, 1 hr), and H2O2 (1 mM in PBS, 10 min). Equal
protein amounts were incubated with GST-Af1521_wt or GST-Af1521_mut for
2 hr at 4�C, and bound complexes were eluted in Laemmli buffer. Eluates were
combined and resolved on 4%–20% SDS-PAGE, and gel slices were excised
and subsequently digested with Trypsin (T6567, Sigma-Aldrich).
Mass Spectrometric Analysis
All MS experiments were performed on a nano-flow high-performance liquid
chromatography system connected to anOrbitrapQ Exactivemass spectrom-
eter. Each peptide fractionwas autosampled and separated on a 15 cmanalyt-
ical column (75 mm inner diameter) packed with 3 mm C18 beads with a 2 hr
gradient ranging from 5%–40% acetonitrile in 0.5% acetic acid at a flow rate
of 250 nl/min. The Q Exactive mass spectrometer was operated in data-
dependent acquisition mode, and all samples were analyzed with the previ-
ously described ‘‘sensitive’’ acquisition method (Kelstrup et al., 2012). All
raw data analysis was performed with MaxQuant (Cox and Mann, 2008)
version 1.3.0.5 supported by the Andromeda peptide search engine (Cox
et al., 2011).
SUPPLEMENTAL INFORMATION
Supplemental Information contains Supplemental Experimental Procedures,
six figures, and two tables and can be found with this article online at http://
dx.doi.org/10.1016/j.molcel.2013.08.026.
ACKNOWLEDGEMENTS
We thank members of the Novo Nordisk Foundation Center for Protein
Research (NNF-CPR) for fruitful discussions and valuable comments. The
work carried out in this study was supported in part by the NNF-CPR, the
Lundbeck Foundation, the European Union 7th Framework Programme
PRIME-XS, grant agreement 262067, and EURAtrans, grant agreement
HEALTH-F4-2010-241504. This work was supported in part by the Swiss Na-
tional Science Foundation grant 310030B_138667 and the Kanton of Zurich
(both to M.O.H.). The Prestige Antibodies were a kind donation from Jan
Mulder.
Received: April 12, 2013
Revised: June 28, 2013
Accepted: August 13, 2013
Published: September 19, 2013
REFERENCES
Adamson, B., Smogorzewska, A., Sigoillot, F.D., King, R.W., and Elledge, S.J.
(2012). A genome-wide homologous recombination screen identifies the RNA-
binding protein RBMX as a component of the DNA-damage response. Nat.
Cell Biol. 14, 318–328.
Ahel, D., Horejsı, Z., Wiechens, N., Polo, S.E., Garcia-Wilson, E., Ahel, I., Flynn,
H., Skehel, M., West, S.C., Jackson, S.P., et al. (2009). Poly(ADP-ribose)-
dependent regulation of DNA repair by the chromatin remodeling enzyme
ALC1. Science 325, 1240–1243.
Altmeyer, M., Messner, S., Hassa, P.O., Fey, M., and Hottiger, M.O. (2009).
Molecular mechanism of poly(ADP-ribosyl)ation by PARP1 and identification
of lysine residues as ADP-ribose acceptor sites. Nucleic Acids Res. 37,
3723–3738.
Alvarez-Gonzalez, R., and Althaus, F.R. (1989). Poly(ADP-ribose) catabolism in
mammalian cells exposed to DNA-damaging agents. Mutat. Res. 218, 67–74.
Beli, P., Lukashchuk, N., Wagner, S.A., Weinert, B.T., Olsen, J.V., Baskcomb,
L., Mann, M., Jackson, S.P., and Choudhary, C. (2012). Proteomic investiga-
tions reveal a role for RNA processing factor THRAP3 in the DNA damage
response. Mol. Cell 46, 212–225.
Beneke, S., Meyer, K., Holtz, A., Huttner, K., and Burkle, A. (2012). Chromatin
composition is changed by poly(ADP-ribosyl)ation during chromatin immuno-
precipitation. PLoS ONE 7, e32914.
Bertolotti, A., Lutz, Y., Heard, D.J., Chambon, P., and Tora, L. (1996). hTAF(II)
68, a novel RNA/ssDNA-binding protein with homology to the pro-oncopro-
teins TLS/FUS and EWS is associated with both TFIID and RNA polymerase
II. EMBO J. 15, 5022–5031.
Bonicalzi, M.E., Haince, J.F., Droit, A., and Poirier, G.G. (2005). Regulation of
poly(ADP-ribose) metabolism by poly(ADP-ribose) glycohydrolase: where and
when? Cell. Mol. Life Sci. 62, 739–750.
Boulon, S., Westman, B.J., Hutten, S., Boisvert, F.M., and Lamond, A.I. (2010).
The nucleolus under stress. Mol. Cell 40, 216–227.
Brenner, J.C., Feng, F.Y., Han, S., Patel, S., Goyal, S.V., Bou-Maroun, L.M.,
Liu, M., Lonigro, R., Prensner, J.R., Tomlins, S.A., and Chinnaiyan, A.M.
(2012). PARP-1 inhibition as a targeted strategy to treat Ewing’s sarcoma.
Cancer Res. 72, 1608–1613.
Chou, D.M., Adamson, B., Dephoure, N.E., Tan, X., Nottke, A.C., Hurov, K.E.,
Gygi, S.P., Colaiacovo, M.P., and Elledge, S.J. (2010). A chromatin localization
screen reveals poly (ADP ribose)-regulated recruitment of the repressive poly-
comb and NuRD complexes to sites of DNA damage. Proc. Natl. Acad. Sci.
USA 107, 18475–18480.
Cox, J., and Mann, M. (2008). MaxQuant enables high peptide identification
rates, individualized p.p.b.-range mass accuracies and proteome-wide pro-
tein quantification. Nat. Biotechnol. 26, 1367–1372.
Cox, J., Neuhauser, N., Michalski, A., Scheltema, R.A., Olsen, J.V., and Mann,
M. (2011). Andromeda: a peptide search engine integrated into the MaxQuant
environment. J. Proteome Res. 10, 1794–1805.
Dani, N., Stilla, A., Marchegiani, A., Tamburro, A., Till, S., Ladurner, A.G.,
Corda, D., and Di Girolamo, M. (2009). Combining affinity purification by
ADP-ribose-binding macro domains with mass spectrometry to define the
mammalian ADP-ribosyl proteome. Proc. Natl. Acad. Sci. USA 106, 4243–
4248.
Dantzer, F., de La Rubia, G., Menissier-De Murcia, J., Hostomsky, Z., de
Murcia, G., and Schreiber, V. (2000). Base excision repair is impaired in
mammalian cells lacking Poly(ADP-ribose) polymerase-1. Biochemistry 39,
7559–7569.
Fisher, A.E., Hochegger, H., Takeda, S., and Caldecott, K.W. (2007).
Poly(ADP-ribose) polymerase 1 accelerates single-strand break repair in con-
cert with poly(ADP-ribose) glycohydrolase. Mol. Cell. Biol. 27, 5597–5605.
Fong, P.C., Boss, D.S., Yap, T.A., Tutt, A., Wu, P., Mergui-Roelvink, M.,
Mortimer, P., Swaisland, H., Lau, A., O’Connor, M.J., et al. (2009). Inhibition
of poly(ADP-ribose) polymerase in tumors from BRCA mutation carriers.
N. Engl. J. Med. 361, 123–134.
Gagne, J.P., Pic, E., Isabelle, M., Krietsch, J., Ethier, C., Paquet, E., Kelly, I.,
Boutin, M., Moon, K.M., Foster, L.J., and Poirier, G.G. (2012). Quantitative pro-
teomics profiling of the poly(ADP-ribose)-related response to genotoxic
stress. Nucleic Acids Res. 40, 7788–7805.
Garnett, M.J., Edelman, E.J., Heidorn, S.J., Greenman, C.D., Dastur, A., Lau,
K.W., Greninger, P., Thompson, I.R., Luo, X., Soares, J., et al. (2012).
Systematic identification of genomicmarkers of drug sensitivity in cancer cells.
Nature 483, 570–575.
Guetg, C., Scheifele, F., Rosenthal, F., Hottiger, M.O., and Santoro, R. (2012).
Inheritance of silent rDNA chromatin is mediated by PARP1 via noncoding
RNA. Mol. Cell 45, 790–800.
Haince, J.F., Kozlov, S., Dawson, V.L., Dawson, T.M., Hendzel, M.J., Lavin,
M.F., and Poirier, G.G. (2007). Ataxia telangiectasia mutated (ATM) signaling
network is modulated by a novel poly(ADP-ribose)-dependent pathway in
Molecular Cell 52, 1–14, October 24, 2013 ª2013 Elsevier Inc. 13
Molecular Cell
Proteome-wide Identification of PARylated proteins
Please cite this article in press as: Jungmichel et al., Proteome-wide Identification of Poly(ADP-Ribosyl)ation Targets in Different Genotoxic Stress Re-sponses, Molecular Cell (2013), http://dx.doi.org/10.1016/j.molcel.2013.08.026
the early response to DNA-damaging agents. J. Biol. Chem. 282, 16441–
16453.
Hassa, P.O., Haenni, S.S., Elser, M., and Hottiger, M.O. (2006). Nuclear ADP-
ribosylation reactions in mammalian cells: where are we today and where are
we going? Microbiol. Mol. Biol. Rev. 70, 789–829.
Jankevicius, G., Hassler, M., Golia, B., Rybin, V., Zacharias, M., Timinszky, G.,
and Ladurner, A.G. (2013). A family of macrodomain proteins reverses cellular
mono-ADP-ribosylation. Nat. Struct. Mol. Biol. 20, 508–514.
Jobert, L., Pinzon, N., Van Herreweghe, E., Jady, B.E., Guialis, A., Kiss, T., and
Tora, L. (2009). Human U1 snRNA forms a new chromatin-associated snRNP
with TAF15. EMBO Rep. 10, 494–500.
Kang, H.C., Lee, Y.I., Shin, J.H., Andrabi, S.A., Chi, Z., Gagne, J.P., Lee, Y., Ko,
H.S., Lee, B.D., Poirier, G.G., et al. (2011). Iduna is a poly(ADP-ribose) (PAR)-
dependent E3 ubiquitin ligase that regulates DNA damage. Proc. Natl. Acad.
Sci. USA 108, 14103–14108.
Karras, G.I., Kustatscher, G., Buhecha, H.R., Allen, M.D., Pugieux, C., Sait, F.,
Bycroft, M., and Ladurner, A.G. (2005). The macro domain is an ADP-ribose
binding module. EMBO J. 24, 1911–1920.
Kelstrup, C.D., Young, C., Lavallee, R., Nielsen, M.L., and Olsen, J.V. (2012).
Optimized Fast and Sensitive Acquisition Methods for Shotgun Proteomics
on a Quadrupole Orbitrap Mass Spectrometer. J. Proteome Res. Published
online May 10, 2012. http://dx.doi.org/10.1021/pr3000249.
Kuroda, M., Sok, J., Webb, L., Baechtold, H., Urano, F., Yin, Y., Chung, P., de
Rooij, D.G., Akhmedov, A., Ashley, T., and Ron, D. (2000). Male sterility and
enhanced radiation sensitivity in TLS(-/-) mice. EMBO J. 19, 453–462.
Lamond, A.I., and Spector, D.L. (2003). Nuclear speckles: a model for nuclear
organelles. Nat. Rev. Mol. Cell Biol. 4, 605–612.
Lee, K.M., Hsu, IaW., and Tarn, W.Y. (2010). TRAP150 activates pre-mRNA
splicing and promotes nuclear mRNA degradation. Nucleic Acids Res. 38,
3340–3350.
Li, H., Watford,W., Li, C., Parmelee, A., Bryant, M.A., Deng, C., O’Shea, J., and
Lee, S.B. (2007). Ewing sarcoma gene EWS is essential for meiosis and B
lymphocyte development. J. Clin. Invest. 117, 1314–1323.
Li, G.Y., McCulloch, R.D., Fenton, A.L., Cheung, M., Meng, L., Ikura, M., and
Koch, C.A. (2010). Structure and identification of ADP-ribose recognition
motifs of APLF and role in the DNA damage response. Proc. Natl. Acad. Sci.
USA 107, 9129–9134.
Liu, C., Wu, J., Paudyal, S.C., You, Z., and Yu, X. (2013). CHFR is important for
the first wave of ubiquitination at DNA damage sites. Nucleic Acids Res. 41,
1698–1710.
14 Molecular Cell 52, 1–14, October 24, 2013 ª2013 Elsevier Inc.
Lukas, J., Lukas, C., and Bartek, J. (2011). More than just a focus: The chro-
matin response to DNA damage and its role in genome integrity maintenance.
Nat. Cell Biol. 13, 1161–1169.
Luo, X., and Kraus, W.L. (2012). On PAR with PARP: cellular stress signaling
through poly(ADP-ribose) and PARP-1. Genes Dev. 26, 417–432.
Ong, S.E., Blagoev, B., Kratchmarova, I., Kristensen, D.B., Steen, H., Pandey,
A., and Mann, M. (2002). Stable isotope labeling by amino acids in cell culture,
SILAC, as a simple and accurate approach to expression proteomics. Mol.
Cell. Proteomics 1, 376–386.
Papamichos-Chronakis, M., and Peterson, C.L. (2013). Chromatin and the
genome integrity network. Nat. Rev. Genet. 14, 62–75.
Paulsen, R.D., Soni, D.V., Wollman, R., Hahn, A.T., Yee, M.C., Guan, A.,
Hesley, J.A., Miller, S.C., Cromwell, E.F., Solow-Cordero, D.E., et al. (2009).
A genome-wide siRNA screen reveals diverse cellular processes and path-
ways that mediate genome stability. Mol. Cell 35, 228–239.
Poser, I., Sarov, M., Hutchins, J.R., Heriche, J.K., Toyoda, Y., Pozniakovsky,
A., Weigl, D., Nitzsche, A., Hegemann, B., Bird, A.W., et al. (2008). BAC
TransgeneOmics: a high-throughputmethod for exploration of protein function
in mammals. Nat. Methods 5, 409–415.
Rosenthal, F., Feijs, K.L., Frugier, E., Bonalli, M., Forst, A.H., Imhof, R.,Winkler,
H.C., Fischer, D., Caflisch, A., Hassa, P.O., et al. (2013). Macrodomain-con-
taining proteins are new mono-ADP-ribosylhydrolases. Nat. Struct. Mol.
Biol. 20, 502–507.
Shav-Tal, Y., Blechman, J., Darzacq, X., Montagna, C., Dye, B.T., Patton, J.G.,
Singer, R.H., and Zipori, D. (2005). Dynamic sorting of nuclear components
into distinct nucleolar caps during transcriptional inhibition. Mol. Biol. Cell
16, 2395–2413.
Smeenk, G., Wiegant, W.W., Marteijn, J.A., Luijsterburg, M.S., Sroczynski, N.,
Costelloe, T., Romeijn, R.J., Pastink, A., Mailand, N., Vermeulen, W., and van
Attikum, H. (2013). Poly(ADP-ribosyl)ation links the chromatin remodeler
SMARCA5/SNF2H to RNF168-dependent DNA damage signaling. J. Cell
Sci. 126, 889–903.
Tan, A.Y., and Manley, J.L. (2009). The TET family of proteins: functions and
roles in disease. J. Mol. Cell Biol. 1, 82–92.
Timinszky, G., Till, S., Hassa, P.O., Hothorn, M., Kustatscher, G., Nijmeijer, B.,
Colombelli, J., Altmeyer, M., Stelzer, E.H., Scheffzek, K., et al. (2009). Amacro-
domain-containing histone rearranges chromatin upon sensing PARP1 activa-
tion. Nat. Struct. Mol. Biol. 16, 923–929.
Weinfeld, M., Mani, R.S., Abdou, I., Aceytuno, R.D., and Glover, J.N. (2011).
Tidying up loose ends: the role of polynucleotide kinase/phosphatase in
DNA strand break repair. Trends Biochem. Sci. 36, 262–271.