Abstract
In a genome‐wide screening for components of the dsDNA‐break‐induced IKK‐NF‐κB pathway, we identified scores of regulators, including tumor susceptibility gene TSG101. TSG101 is essential for DNA damage‐induced formation of cellular poly(ADP‐ribose) (PAR). TSG101 binds to PARP1 and is required for PARP1 activation. This function of TSG101 is independent of its role in the ESCRT‐I endosomal sorting complex. In the absence of TSG101, the PAR‐dependent formation of a nuclear PARP1‐IKKγ signalosome, which triggers IKK activation, is impaired. According to its requirement for PARP1 and NF‐κB activation, TSG101‐deficient cells are defective in DNA repair and apoptosis protection. Loss of TSG101 results in PARP1 trapping at damage sites and mimics the effect of pharmacological PARP inhibition. We also show that the loss of TSG101 in connection with inactivated tumor suppressors BRCA1/2 in breast cancer cells is lethal. Our results imply TSG101 as a therapeutic target to achieve synthetic lethality in cancer treatment.
Keywords: ADP ribosylation, breast cancer, DNA damage, IKK‐NF‐κB pathway, TSG101
Subject Categories: DNA Replication, Recombination & Repair; Post-translational Modifications & Proteolysis; Signal Transduction
A genome‐wide RNAi screen reveals an ESCRT‐independent role of TSG101 in protecting genotoxic stress‐exposed cells from the accumulation of DNA lesions and apoptosis.
Introduction
Endogenous and exogenous sources of DNA damage compromise the genomic integrity of organisms (Jackson & Bartek, 2009). To prevent genome instability or tumorigenesis, cells developed a highly conserved DNA damage response (DDR) that coordinates a network of signaling pathways required for sensing and repairing damaged DNA (Goldstein & Kastan, 2015). Several effector proteins and post‐translational modifications (PTM) tightly regulate the DDR (Polo & Jackson, 2011). ADP‐ribose modification is one of the most crucial regulatory PTMs found in eukaryotes (Gibson & Kraus, 2012). The poly(ADP‐ribose) polymerase (PARP) family of enzymes catalyzes ADP ribosylation by using NAD+ as a substrate (D'Amours et al, 1999) and generates the highly negatively charged poly(ADP‐ribose) (PAR) polymer (Luo & Kraus, 2012). Poly(ADP‐ribose) polymerase 1 (PARP1) is the principal PARP that is involved in DNA damage signaling and produces most cellular PAR (Kim et al, 2005). PARP1 is activated by binding to DNA strand breaks and catalyzes PARylation of target proteins, including itself, histones, and chromatin‐associated proteins (Mortusewicz et al, 2007). Enrichment of PAR near the DNA damage site serves as a docking platform for the recruitment of DNA repair factors (Krishnakumar & Kraus, 2010). PARP1 auto‐PARylation inhibits its DNA binding capacity and leads to its release from the DNA lesions into the nucleoplasm where it initiates further downstream signaling events (Ahel et al, 2009).
As part of the PARP1‐mediated genotoxic stress response, cells activate the NF‐κB pathway (Stilmann et al, 2009). Following activation, auto‐modified PARP1 forms a transient nuclear complex with IKKγ, PIASy, and ATM (Stilmann et al, 2009). IKKγ is sequentially SUMOylated and phosphorylated in the signalosome complex by PIASy‐ and ATM (Huang et al, 2001; Mabb et al, 2006; Stilmann et al, 2009). Shortly after the IKKγ modifications, both ATM and IKKγ are exported to the cytoplasm (Wu et al, 2006). ATM triggers autoubiquitination of TRAF6, which recruits cIAP1 and TAB2‐TAK1, leading to TAK1‐dependent activation of IKKβ (Hinz et al, 2010). After IKK activation, the downstream signaling events occur similar to the classical NF‐κB cascade, in which phosphorylation of IκBα by IKK is followed by its ubiquitination and proteasomal degradation, permitting liberated NF‐κB dimers to translocate to the nucleus (Hinz et al, 2010; Wang et al, 2017).
The NF‐κB pathway upregulates the expression of anti‐apoptotic genes, including Bcl‐XL (Stilmann et al, 2009). Although DNA damage‐induced NF‐κB has crucial physiological roles, important steps in this signaling cascade are still unexplored. Identification of essential regulators of the DNA damage‐induced IKK‐NF‐ĸB pathway is the basis for the development of directed cancer therapeutics.
Here, we systemically identified regulators of the genotoxic stress‐induced NF‐ĸB pathway by using genome‐wide siRNA screens. Among numerous candidate regulators, we have identified Tumor Susceptibility Gene 101 (TSG101) as an essential component of the DNA damage‐induced NF‐κB pathway and of PARP1 function in the DNA damage response in general. TSG101 is a member of the endosomal sorting complexes required for the transport complex I (ESCRT‐I) (Ferraiuolo et al, 2020); however, its role in the DDR was unexpected. Via biochemical pathway mapping of TSG101 in the IKK‐NF‐κB signaling cascade, we discovered that TSG101 is essential for enzymatic activation of PARP1. TSG101 interacts through its coiled‐coil domain with PARP1 and stimulates PARylation in vitro and intact cells. Depletion of TSG101 completely abrogates cellular PARylation and causes trapping of PARP1 in DNA lesions due to loss of its auto‐PARylation. Because of failed PARylation of PARP1, γH2AX foci indicating unrepaired DNA damage accumulate. TSG101 is required for activation of the PAR‐dependent IKK‐NF‐κB pathway by DNA damage. Targeting the TSG101‐PARP1 axis sensitizes cells to apoptosis due to impaired anti‐apoptotic NF‐κB driven gene expression. We also demonstrate a co‐dependency of TSG101 and BRCA1/2 for the survival of breast cancer cells, similar to the synthetic lethality observed for PARP inhibitor olaparib and BRCA1/2 deficiency.
Results
Systematic identification of essential components and regulators of the DNA damage‐induced NF‐κB pathway via genome‐wide siRNA screens
For a systematical identification of regulators required for the DNA damage‐induced NF‐κB pathway, we performed a high‐content genome‐wide siRNA screen. We used a transcription activity‐based luciferase assay as a readout for stimulus‐dependent NF‐κB pathway activation (Figs 1A and EV1A). After delivery of the siRNA library, etoposide served as DNA damage‐inducing agent to activate NF‐κB. Cells transfected with IKBKG siRNA, which abolished NF‐κB‐driven luciferase activity, served as positive controls (Fig EV1B). We selected the 1,000 top hits as candidate activators of the pathway and 100 further hits, which, on the contrary, suppressed NF‐κB activation (Fig 1B and Dataset EV1). The putative positive regulatory hits covered many previously described members and regulators of the NF‐κB pathway (Fig 1C and Dataset EV1). For example, RELA, a principal transactivating NF‐κB subunit, topped the list. Moreover, top hits included ATM, TIFA, CHUK, TRAF6, and IKKγ, all known components of the DNA damage‐induced NF‐κB pathway (Fig 1C). The other side of the screening curve revealed several previously described negative regulators, whose depletion unleashed NF‐κB activation (Fig 1B), including NFKBIA, CYLD, TRAF3, VPS28, and N4BP1. Furthermore, we identified TANK, and SENP1, suppressors specifically of genotoxic stress‐induced IKK‐NF‐κB signaling (see Fig 1C for details). Poly(ADP‐ribose) glycohydrolase (PARG) is also classified as a negative regulator. Overall, the screening assay revealed a high degree of robustness (Z′ > 0.5, Dataset EV2) and technical reproducibility (Fig EV1C).
We further refined the group of 1,000 candidates to 320 (Dataset EV3), by excluding genes encoding members of general transcription or RNA processing machineries, the proteasome, and ribosome, which are generally required for NF‐κB‐dependent gene expression. The selected 320 hits were subjected to a counter screen with TNFα in comparison with etoposide as inducer. Targeting of known components of the DNA damage‐induced IKK‐NF‐κB pathway, such as TRAF6, which have no documented prominent role in TNFα‐induced NF‐κB signaling, was included to establish an arbitrary threshold (Fig 1D). Following the counter screen, 60 hits remained, which were highly selective for the DNA damage‐induced pathway (Dataset EV4). To determine functional protein networks, these hits were analyzed in ENRICHR (Kuleshov et al, 2016), REACTOME (Jassal et al, 2020), and STRING (Szklarczyk et al, 2019) databases. The curated networks revealed that the multifunctional tumor susceptibility gene product TSG101 (Ferraiuolo et al, 2020) clusters with several other hits from the primary screen (Fig EV1D), implying a crucial biological function of TSG101 for DNA damage‐induced NF‐κB signaling.
The candidate hits also included NAA15, an auxiliary subunit of the N‐terminal acetyltransferase A (Nat A) complex 15 (Fig EV1E) (Arnesen et al, 2005) (Fig 1C), and several mitochondrial enzymes (Table EV2).
TSG101 is essential for the DNA damage‐induced NF‐κB pathway
To validate the contribution of TSG101 to the DNA damage‐induced IKK‐NF‐κB pathway, we knocked down TSG101 and, as a positive control, ATM (Piret et al, 1999). Indeed, depletion of TSG101 or ATM equivalently abrogated NF‐κB‐driven reporter gene activation (Figs 2A and EV2A). Furthermore, IKK‐dependent phosphorylation of p65 at serine 536, a key step in NF‐κB activation after DNA damage (Kolesnichenko et al, 2021), was abolished in TSG101 or ATM‐deficient cells (Fig 2B). Importantly, the TSG101 knockdown did not affect activation or protein level of ATM (Fig 2B). As a second line of evidence, knockdown TSG101 by two additional siRNAs also resulted in complete loss of DNA damage‐induced p65 phosphorylation (Fig EV2B) and ruled out possible off‐target effects of the siRNAs.
TSG101 is required in the same manner as ATM for the induced expression of selected NF‐κB target genes (CCL2, CXCL10, ICAM1, CXCL8, and NFKBIA) following irradiation (Fig 2C) or etoposide treatment (Fig EV2C). In agreement with these results, the knockdown of TSG101 blocked genotoxic stress‐induced DNA binding activity of NF‐κB (Fig 2D). Taken together, our data demonstrate that TSG101 is essential for the activation of the NF‐κB pathway by DNA damage.
TSG101 is required for PARylation
The formation of a transient nuclear PARP1 signalosome complex involving ATM, IKKγ, and PIASy (Stilmann et al, 2009) and a cytoplasmic ATM‐TRAF6 module, where ATM is exported to the cytoplasm (Hinz et al, 2010) are cornerstones of the DNA damage‐induced IKK pathway. We next analyzed how and where TSG101 acts on this pathway. To investigate whether TSG101 affects ATM export, we prepared nuclear and cytoplasmic fractions. In cells treated with etoposide, loss of TSG101 influenced neither activation of nuclear ATM, nor cytoplasmic export of phosphorylated ATM (Fig 3A). Likewise, pharmacological inhibition of PARP1 did not impair ATM export. These data indicate that TSG101 does not function upstream of the cytoplasmic export of phosphorylated ATM.
The DNA damage‐induced formation of the PARP1 signalosome is highly dependent on PARP1 auto‐PARylation, which mediates the interaction between PARP1, ATM, IKKγ, and PIASy (Stilmann et al, 2009). Strikingly, in the absence of TSG101, etoposide‐induced PARylation was significantly impaired (Fig 3A), implying that TSG101 regulates the DNA damage‐induced NF‐κB pathway by enabling the formation of the transient PARP1 signalosome complex. Furthermore, depletion of TSG101 led to a complete loss of irradiation‐induced PARylation (Fig 3B). Knockdown of TSG101 by two additional siRNAs also led to diminished DNA damage‐induced PARylation (Fig EV3A). In agreement with these observations, both basal level and DNA damage‐induced mono‐ or poly‐(ADP‐ribose) modification of histones was severely diminished in the absence of TSG101 (Fig 3C). Off‐target effects were excluded since ectopic expression of TSG101 from an siRNA‐resistant construct rescued DNA damage‐induced PARylation in TSG101‐depleted cells (Fig EV3B). Depletion of TSG101 does not have any effect on cellular NADH levels in nonirradiated cells (Fig EV3C), ruling out that any mechanisms controlling NADH/NAD+ availability required for PARylation have been impaired. Upon irradiation, however, depletion of TSG101 or addition of olaparib decreased the NAD+/NADH ratio, while ectopic TSG101 expression caused an increase (Fig EV3D).
As a member of the ESCRT‐I complex, depletion of TSG101 destabilizes the early endosome morphology and dynamics at a wide range (Doyotte et al, 2005). Indeed, it was previously shown that Vacuolar Protein Sorting 28 (VPS28), another member of the ESCRT‐I complex (Babst et al, 2000), is diminished in cells lacking TSG101 (Doyotte et al, 2005). VPS28 protein depletion by siRNA expression also strongly reduced TSG101 protein levels (Fig 3D), without affecting TSG101 mRNA levels (Fig 3E), indicating mutual protein stability regulation. During the preparation of this manuscript, (Kolmus et al, 2021) reported a cross‐destabilization of various ESCRT‐I components, including downregulation of TSG101 upon VPS28 knockdown, supporting our conclusion. Consistent with our previous data, irradiation‐induced PARylation was impaired upon VPS28 depletion‐mediated reduction in TSG101 levels (Fig 3F). Collectively, our data show therefore that TSG101 functions like an essential cofactor for PARP1 and regulates the DNA damage‐induced NF‐κB pathway activation by enabling PAR‐dependent interactions between ATM, PARP1, IKKγ, and PIASy.
TSG101 interacts with and activates PARP1
To investigate how TSG101 may control PARylation we analyzed physical interactions between TSG101 and PARP1. TSG101 was predicted to interact with PARP1 and with several members of the PARP1 signalosome complex (Fig EV4A). We also previously identified TSG101 as an irradiation‐enhanced, likely PARP1‐mediated interaction partner of IKKγ in a proteome‐wide SILAC‐based IP analysis (Mikuda et al, 2018). With a proximity ligation assay (PLA) we were able to show a nuclear interaction between endogenous TSG101 and PARP1 (Figs 4A and B, and EV4B). Complex formation was enhanced following DNA damage induction by etoposide (Fig 4A and B) and was independent from PARylation, as it was insensitive to the PARP inhibitor olaparib (Fig 4A and B). Interestingly, the abundance of the nuclear TSG101‐PARP1 interaction was enhanced upon pharmacological inhibition of PARylation (Fig 4B). We also observed that ectopically expressed TSG101 interacts with PARP1 (Fig EV4C).
We then determined the minimal region of TSG101 necessary for PARP1 interaction and found that the coiled‐coil (CC) domain of TSG101 is essential for its association with PARP1 (Fig 4C and D). To investigate whether increased levels of TSG101's PARP1‐interacting portion have any impact on cellular PARylation, we tested the effect of this domain on irradiation‐induced consumption rates of NADH (Fig 4E). Strikingly, we observed that expression of the CC + SB domains of TSG101, but not of the CC‐deleted TSG101 version ΔCC, significantly enhanced the NADH consumption (Fig 4E). Similar to overexpression of full‐length TSG101 (Fig EV3D), CC+SB, but not ΔCC, caused an elevated NAD+/NADH ratio (Fig 4E). Consistent with these observations, expression of the CC+SB, but not the ΔCC construct significantly enhanced PARylation (Fig EV4D). To examine the effect of TSG101 on the catalytic activity of PARP1 directly, we performed an in vitro PARylation assay. As expected, PARylation was catalyzed upon incubation of recombinant PARP1 with NAD+, MgCl2, and sheared salmon sperm DNA (Fig 4F). Strikingly, the addition of TSG101, unlike equivalent amounts of other unrelated proteins, such as BSA or RNF113A, strongly enhanced the catalytic activity of PARP1 (Fig 4F). Collectively, our data suggest that the interaction between PARP1 and TSG101 is functionally crucial for PARylation.
TSG101 prevents trapping of PARP1 in DNA lesions
Rapid recruitment of PARP1 to the DNA lesions enables its direct interaction with the DNA breaks, which triggers its enzymatic activity (Mortusewicz et al, 2007). Therefore, TSG101 might be required either for the recruitment of PARP1 to DNA damage sites or for its dissociation. To gain insights into the mechanism of how TSG101 controls these processes, we analyzed the dynamics of PARP1 enrichment at DNA lesions upon laser microirradiation by live‐cell imaging (Fig 5A). PARP1 rapidly accumulated at the DNA damage sites in control cells and in cells with TSG101 knockdown (Fig 5B). While PARP1 foci showed dissociation within minutes after microirradiation in control cells, it remained captured on DNA lesions in both siTSG101‐transfected and olaparib‐treated cells (Fig 5B). Normal recruitment of PARP1 to DNA lesions in the absence of TSG101 rules out that TSG101 will direct PARP1 to the DNA breaks. A quantitative analysis of the kinetics of PARP1 recruitment revealed that siRNA depletion of TSG101 or PARP inhibition by olaparib does not affect the rapid PARP1 association with DNA lesions. However, both treatments caused an equivalent and significantly elevated PARP1 retention at later time points (Fig 5C and D). We next investigated whether TSG101 would accumulate at DNA damage sites. An indirect immunofluorescence analysis of DNA damage sites (Fig 5E) revealed that TSG101 is abundantly present in the nucleus and evenly distributed throughout the nucleoplasm and including the DNA damage sites (Figs 5F and EV5A). Collectively, our data indicate that due to the requirement of TSG101 for PARylation, PARP1 remains trapped on DNA lesions in its absence.
Based on our screening results we hypothesized that the role of TSG101 in PARylation is independent from its ESCRT‐related functions as TSG101 was the sole member of the ESCRT complex that abrogated the DNA damage‐induced NF‐κB activity (Fig EV5B). We sought to determine whether disruption of the ESCRT machinery affects PARylation. Therefore, we analyzed the recruitment kinetics of PARP1 to the DNA lesions following depletion of UBAP1, another component of the ESCRT‐I complex (Ferraiuolo et al, 2020). Importantly, efficient UBAP1 knockdown did not affect TSG101 protein level (Fig EV5C and D). Dissociation of PARP1 from the laser microirradiated areas occurred normally in siUBAP1‐transfected cells (Fig 5G), suggesting that the defective ESCRT system does not influence PARylation. Furthermore, in contrast to TSG101, CHMP4A and PTPN23 were not required for PARylation (Fig EV5B and E). Collectively our data revealed that TSG101's function in PARylation is independent of its role in the ESCRT complex.
Loss of TSG101 sensitizes cells to apoptosis and impairs DNA repair
Since impaired enzymatic PARP1 activation should result in genomic instability and decreased cell viability, we analyzed cell death and DNA damage in TSG101‐depleted cells. Notably, the knockdown of TSG101 severely reduced cell viability following etoposide treatment in a time and concentration‐dependent manner (Fig 6A). Furthermore, in the absence of TSG101, DNA damage‐induced expression of a crucial anti‐apoptotic NF‐κB target gene, Bcl‐XL (Stilmann et al, 2009), was impaired (Fig 6B). Loss of TSG101 also significantly increased the expression of pro‐apoptotic genes, including PUMA (Fig EV6A and B).
Induction of apoptosis was visualized by cleaved caspase‐3 (Fig 6C). Strikingly, over 50% of the cells stained positive for cleaved caspase‐3 at 7 days postirradiation (Fig 6D). Furthermore, depletion of Tsg101 in murine cells also increased IR‐induced caspase‐3 activation (Fig EV6C). Importantly, the early stages of cell death are associated with a size increase in γH2Ax foci (Bonner et al, 2008; Solier & Pommier, 2009), and accordingly, puncta‐like γH2Ax foci emerged only in irradiated and TSG101‐depleted cells at later time points (Figs 6E and F, and EV6D).
Altogether, our data suggest targeting TSG101 sensitizes cells to DNA damage‐induced apoptosis. We additionally examined gene expression in cells at 7 days postirradiation. As we recently showed, DNA damage causes biphasic NF‐κB activation, with the second phase occurring days after the initial exposure in a PARP1‐ and IKK‐independent manner and driving the expression of senescence‐associated‐secretory phenotype (SASP) genes (Kolesnichenko et al, 2021). Therefore, we analyzed bona fide SASP factors IL‐6 and IL‐8 (Fig EV6F). The expression of these SASP factors was significantly upregulated at 7 days postirradiation irrespective of the presence of TSG101. These data underline that TSG101 does not play a role in the regulation of SASP expression.
A clinically implemented synthetic lethality principle is based on the finding that cancer patients carrying BRCA1/2 mutations are sensitive to inhibition of PARP1 (Helleday, 2011). This prompted us to investigate the effect of TSG101 loss in the context of BRCA1/2 deficiency. Strikingly, depletion of TSG101 significantly reduced the viability of BRCA1 mutant cells (MDA‐MB‐436), while BRCA1 wild‐type cells (MDA‐MB‐231) were unaffected (Figs 6G and EV6G). Furthermore, targeting TSG101 affected the cellular integrity of BRCA1 deficient cells in a similar manner as pharmacological inhibition of PARylation by olaparib (Fong et al, 2009) (Fig 6G). Importantly, we found that depletion of TSG101 does not further elevate the killing capacity of pharmacological PARP inhibition in MDA‐MB‐436 cells (Fig 6H), suggesting an epistatic effect. As a second line of evidence, we analyzed the dependency status of BRCA1/2‐deficient breast cancer cells to TSG101 expression in the DepMap database (Tsherniak et al, 2017). In agreement with our findings, five out of six breast cancer cell lines bearing BRCA1 mutations showed a strong dependency on TSG101 (Fig 6I and Table EV3), while the sum of breast cancer cell lines was less sensitive to the loss of TSG101 (Fig 6I), indicating that loss of PARylation in the TSG101 knockout might cause synthetic lethality in these cells. To obtain further evidence, we also targeted Tsg101 in Brca1 −/− murine embryonic fibroblasts (MEF) with a CRISPR system. A knockout of Tsg101 in the Brca1 null background (Fig EV6E) indeed resulted in severely increased cell death (Fig 6J). Thus, in the context of BRCA1/2 deficiency, TSG101 has a comparable effect on cell survival as a pharmacological PARP1 inhibition. Taken together, our data demonstrate that TSG101 prevents DNA damage‐induced cell death by enabling PARylation and subsequent PARP1‐dependent NF‐κB pathway activation and plays a crucial role in PARP1‐dependent DNA repair processes.
Discussion
Genome‐wide siRNA screening revealed multiple regulators of the DNA Damage‐Induced IKK‐NF‐κB pathway
NF‐κB signaling is important for many physiological processes; however, a genome‐wide loss of function screen assessing the role of each particular gene product in the regulation of a specific pathway, to the best of our knowledge, is presented here for the first time. With the advent of high‐throughput screening technologies, analysis of the signaling pathway dynamics is now possible, and we applied this approach to systematically identify factors required for the regulation of DNA damage‐induced IKK‐NF‐κB signaling. By combining the screening outcome of genotoxic stress‐induced signaling with a counter screening using TNFα, we were not only able to identify DNA damage‐selective regulators of the NF‐κB pathway but also provide a comprehensive overview of the general regulation of NF‐κB signaling. Our dataset underscored previously described key elements of IKK‐NF‐κB signaling. Importantly, the essential components of the pathway led to abrogated activity in the screen, while targeting negative regulators unleashed the NF‐κB pathway (Fig 1C). Previously described negative regulators included TRAF3, which suppresses noncanonical NF‐κB signaling by degrading NIK (Sun, 2017), and ESCRT‐I components, including VPS28, the depletion of which leads to the accumulation of TNFR receptors in the endosomes, and subsequent activation of NF‐κB (Mamińska et al, 2016). More essentially, depletion of PARG, which is an enzyme that recycles the PAR chains and attenuates PARylation (Cortes et al, 2004), also enhanced the DNA damage‐induced NF‐κB activation. As expected for the nuclear DNA damage initiated and PARP1‐dependent cascade (Dunphy et al, 2018), the cGAS‐STING pathway did not contribute to NF‐κB activation (MB21D1 and TMEM173 in Dataset EV1). Collectively, these results suggest that our screening results represent a rich resource that provides previously unknown protein complexes or biological processes required for or linked to NF‐κB signaling, as well as negative regulators that restrict aberrant activation.
DNA damage‐induced activation of the IKK‐NF‐κB pathway is highly dependent on PARylation
In response to DNA damage, a transient PARP1 signalosome complex is formed containing the DNA damage sensors ATM and PARP1 bound to IKKγ and PIASy (Stilmann et al, 2009). The interactions between the proteins in this complex are facilitated by PARylation and are requisite for the DNA damage‐induced activation of the NF‐κB (Stilmann et al, 2009). The strong dependence of the activation of the NF‐κB pathway on PARylation enabled us to identify components that regulate PARylation. TSG101 is required for PARylation (Figs 3 and EV3). Intriguingly, a recent study revealed that mitochondria‐derived NAD+ is consumed by nuclear PARP1 in response to DNA damage (Hopp et al, 2021). Furthermore, a large group of metabolic enzymes (47 hits) was identified in our screening dataset with very high confidence (Table EV2). Investigation of these components will decipher the metabolic networks underlying the NAD homeostasis and NAD‐dependent PARylation under genotoxic stress conditions.
We also provide evidence that TSG101 enables PARylation through protein–protein interaction with PARP1 (Figs 3 and 4). We showed that TSG101 exhibits a robust interaction with PARP1 that is slightly enhanced upon PARP inhibition or DNA damage induction (Fig 4A). In contrast to PARP1, we did not observe an accumulation of TSG101 at the damage sites (Fig 5E). However, TSG101 is present throughout the nucleus and including the DNA lesions and is therefore available for direct interaction with and activation of PARP1.
We have previously identified proteins that associate with increased strength with IKKγ after DNA damage using a SILAC‐based IKKγ pull‐down (Mikuda et al, 2018). These factors included TSG101 and further hits of our genome‐wide siRNA screen (Dataset EV5). The increase in TSG101 binding to IKKγ after DNA damage (Mikuda et al, 2018) can be explained by the much stronger binding of IKKγ to PARylated PARP1 (Stilmann et al, 2009), while TSG101 is drawn into this complex by a PAR‐independent association with PARP1 (Fig 4A). We further showed that the CC domain of TSG101 is crucial for PARP1 interaction (Fig 4B) and ectopic overexpression of the CC of TSG101 further enhances IR‐induced NADH consumption and PAR formation (Figs 4F and EV4C). In agreement with these observations, TSG101 hyperactivated PARP1 in an in vitro system using purified proteins (Fig 4G). Intriguingly, a recent study showed that TSG101 binds with its CC domain to the nuclear glucocorticoid receptor (GR) and folds a disordered region in GR to enhance its transcriptional activity (White et al, 2021). Thus, we speculate that a similar scenario may underlie the enzymatic activation of PARP1. Discoveries of PARP1 interaction partners (HPF1 (Gibbs‐Seymour et al, 2016), CHD1L (Blessing et al, 2020), p97 (Krastev et al, 2022), TRIP12 (Gatti et al, 2020), RNF4 (Martin et al, 2009), PARP2 (Schreiber et al, 2002), PARP3 (Loseva et al, 2010), PARG (Sharifi et al, 2013) and CARM1 (Genois et al, 2021)) revealed several levels of modulation of the enzymatic activity of PARP1. However, none of these proteins act in a manner functionally equivalent to TSG101, and their depletion, to our knowledge, did not result in complete loss of cellular PARylation. Future determination of the structure of TSG101 bound to PARP1 will reveal how this interaction mediates PARylation and this may facilitate the development of drugs to modulate PARP1 activity.
TSG101 regulates PARylation independently of the ESCRT complex
One major issue targeting TSG101 would be its functions in cellular homeostasis, particularly through the ESCRT system. Our screening results suggested that the role of TSG101 in PARylation is independent of its ESCRT function as TSG101 was the sole ESCRT member that abrogated the DNA damage‐induced NF‐κB activation (Fig EV5B an Dataset EV1). Importantly, it was previously shown that targeting the ESCRT complex members perturbs TNFR family internalization and upregulates the NF‐κB pathway (Mamińska et al, 2016). Depletion of VPS28 or UBAP1 led to high superactivation, only of TSG101 to inhibition of NF‐κB activity (Dataset EV1). There is an overlap of the two functions for TSG101, activator in the DNA damage pathway and negative regulator endocytosis‐related NF‐κB activation. To further support the finding that TSG101 controls PARylation independently of the ESCRT complex, we demonstrated that the UEV domain of TSG101, which is responsible for binding to ubiquitinated cargo proteins and mediating the ESCRT‐related functions (Vietri et al, 2020), does not interact with PARP1 (Fig 4D). Importantly, we showed that TSG101 is found in the nucleus (Fig 5F) at an abundant level, unlike the other ESCRT members, which are localized in the cytoplasm and in endosomes (Thul & Lindskog, 2018), revealing the existence of ESCRT‐independent nuclear functions of TSG101. We further demonstrated that another member of the ESCRT complex, UBAP1, does not influence the dissociation of PARP1 from DNA lesions (Fig 5G). Taken together, our data suggest that pharmacological targeting of TSG101‐PARP1 complex formation would not interfere with other essential cellular functions of TSG101.
TSG101 is crucial for DNA repair and synthetically lethal with BRCA1/2
Previous attempts to generate a Tsg101 −/− mouse model revealed that its knockout is embryonically lethal (Ruland et al, 2001). Intriguingly, p53 protein accumulation, which was independent of Mdm2 and p53 transcript levels, was observed in the homozygous Tsg101−/− embryos (Ruland et al, 2001). This observation further supported our findings that TSG101 is required for PARylation because the increased p53 signaling in Tsg101 null embryos might be a consequence of prolonged loss of PARylation, which is known to accelerate replication fork speed above a tolerated threshold and initiates DNA damage response (Maya‐Mendoza et al, 2018). Indeed, the requirement of TSG101 for PARylation implicates that TSG101 might be indispensable for DNA repair functions. We showed that in the absence of TSG101, γH2AX foci, likely caused by increased apoptosis, appear days after DNA damage generation as puncta‐like large foci (Fig 6E and F). In line with this evidence, we showed that mutant BRCA1 breast cancer cell types have a strong dependency on TSG101 as demonstrated by the cell viability scores (Fig 6G) and the DepMap database (Tsherniak et al, 2017; Fig 6I and Table EV3). TSG101 inactivation and pharmacological PARP inhibition are epistatic (Fig 6H), implicating TSG101 as the equivalent target for the inhibition of PARylation. Taken together, our results (see Fig 7 for a global summary) implicate that pharmacological interference with the TSG101‐PARylation signaling axis could exploit synthetic lethality in tumors and impede tumor growth.
Materials and Methods
Materials
Materials, including antibodies, chemicals, peptides, recombinant proteins, commercial assays, recombinant DNA and plasmids, oligonucleotides, and software are listed in Table EV4.
Cell lines
All cell lines were grown under sterile and standard cell culture conditions (humidified atmosphere, 5% CO2) and routinely tested for mycoplasma.
The NF‐κB/293/GFP‐Luc™ cell line was cultured with Roswell Park Memorial Institute Medium (RPMI) supplemented with 10% FBS.
A 293T, MEF, and U2‐OS cell lines were cultured in high glucose‐containing Dulbecco's modified Eagle's medium (DMEM) supplemented with 5% penicillin/streptomycin (P/S) and 10% FBS. The BRCA1 −/− MEF cells (Callen et al, 2013) were kindly provided by Dr. Michela Di Virgilio.
The TSG101 CRISPR knockout bulk cells of U2‐OS and MEF origin were cultured in high glucose‐containing Dulbecco's modified Eagle's medium (DMEM) supplemented with 5% penicillin/streptomycin (P/S), 10% FBS, and 2 μg/ml puromycin.
MDA‐MB‐231 cells were cultured in Dulbecco's modified Eagle's medium (DMEM) supplemented with 5% penicillin/streptomycin (P/S), 10% FBS, and 5% nonessential amino acids. MDA‐MB‐436 cells were cultured in RPMI 1640 medium supplemented with 5% penicillin/streptomycin and 20% FBS.
High‐content siRNA screening
The screening was performed with a genome‐wide siRNA library (Ambion SilencerR Human Genome siRNA library v3, Thermo Fisher), composed of siRNAs targeting approximately 21,000 genes arrayed on 384‐well plates. Each screening plate contained several controls such as a nontargeting siRNA (Silencer Negative Control from Ambion), a cell death inducing siRNA mixture, (AllStars Hs Cell Death Control siRNA from Qiagen), and siRNA against IKKγ. For a detailed plate layout, see Fig EV1B.
The NF‐κB‐driven luciferase activity of the reporter cells (NF‐κB/293/GFP‐Luc™ cell line) was used as a pathway readout. For the transfection of the siRNA library, on a Freedom EVO 200 workstation (Tecan) 5 μl of a 500 nM library‐siRNA‐OptiMEM solution was mixed in each well of the 384‐well assay plate with 0.05 μl Lipofectamine RNAiMAX transfection reagent previously diluted in 4.95 μl OptiMEM (Life Technologies). Subsequently, 1,000 cells/well in 40 μl antibiotic‐free complete medium were seeded onto the predispensed transfection mixture using an EL406™ (BioTek) dispenser resulting in a 50 nM final siRNA concentration in each well.
The screening was performed in duplicate. The first replicate was analyzed in a luciferase assay while the latter was used for high‐content imaging to enable visual inspection of the transfected cells. For luciferase measurements, plates were equilibrated for 10 min at room temperature and each well was aspirated to 10 μl volume. A 12.5 μl of ONE‐Glo reagent was added to each well and the plate was incubated at room temperature for 30 min. Luminescence was measured using the Safire2 (BioTek) microplate reader with 100 ms integration time. For the high‐content imaging, the second replica plate was processed as in the first replicate and fixed using 35 μl/well 4% PFA for 30 min at room temperature. Cells were stained with 10 μM Hoechst for 1 h at room temperature. Plates were sealed and scanned using the ArrayScan™ XTI High Content Platform (Thermo Fisher). In the primary screen, one individual siRNA was transfected per well and measured. The siRNA library used provides three individual siRNAs per target gene, resulting in over 60,000 data points for the approximately 20,000 genes targeted.
Drug treatments
In the screening assays, cells were treated with the indicated agents for 4.5 h (25 μM Etoposide and 10 ng/ml TNFα). For the other experiments, unless otherwise stated, cells were treated with the following agents, at the indicated concentrations, and for the indicated amount of time: Etoposide (50 μM) for 90 min, TNFα (10 ng/ml) for 20 min, or olaparib (10 μM) for 12 h. Irradiation (20 Gy) was applied to cells by using a 137‐Cs source (STS OB 29 device) for 45 or 90 min, or at days indicated before experimental analysis.
ONE‐GLO™+Tox luciferase reporter assay
The luciferase assays were performed using a ONE‐GLO™+Tox kit according to the manufacturer's protocol. In brief, 7,000 cells (NF‐κB/293/GFP‐Luc™) were seeded into 96‐well plates with a black bottom and walls using a 100 μl growth medium RPMI supplemented with 5% penicillin/streptomycin (P/S) and 10% FBS, treated and transfected with indicated siRNAs if needed. The GF‐FC dye was mixed in TOX substrate buffer in a 1:200 ratio and 20 μl of this solution was added to each well and incubated for 30 min at 37°C. The TOX cell viability signal was measured using a plate reader (Cytation 1) with 380 nm (Excitation) and 500 nm (Emission) filter sets. Subsequently, 100 μl of the luciferase substrate was added to each well and incubated for 3 min at RT. The luminescence signal was measured with the plate reader and normalized to the respective viability signal (TOX).
siRNA and plasmid transfections
The transient knockdown of indicated genes was performed using Lipofectamine RNAiMAX according to the manufacturer's protocols. In brief, the day after seeding cells into a 6 cm dish, at 2.5 × 105 cells per dish quantity, 25 nM siRNA was mixed with 5 μl lipofectamine in 500 μl serum‐free OptiMEM and incubated for 5 min at RT before adding to the cells in a dropwise manner. The downstream experiments were performed 3 days after the transfection. A scrambled siRNA was used as a control for each experiment.
Ectopic expression of indicated recombinant DNA for the live‐cell imaging experiments was performed using Lipofectamine 2000 according to the manufacturer's protocols. In brief, the day after seeding cells into μ‐Slide 8 well chamber (Ibidi), at 2.5 × 104 cells per dish quantity, 1.5 μg recombinant DNA was mixed with 3 μl of lipofectamine in 50 μl serum‐free OptiMEM and incubated for 5 min at RT before adding to the cells in a dropwise manner. For immunoprecipitation experiments, the indicated recombinant DNAs were transfected to the cells using polyethyleneimine (PEI). Cells were grown in 15 cm dishes at roughly 70% confluency, 15 μg of recombinant DNA was mixed with 90 μl of PEI in 2.85 ml serum and antibiotic‐free DMEM and incubated for 30 min at RT before adding the cells. The downstream experiments were performed 2 days after the transfection.
Immunoprecipitation
Immunoprecipitation of proteins was performed as previously described (Mikuda et al, 2018). In brief, cells were harvested in an ice‐cold CHAPS buffer (Tris–HCl pH 7.4, 110 mM NaCl, and 50 mM EDTA, supplemented with 1% (v/v) CHAPS, complete protease and phosphatase inhibitors cocktails), incubated with primary antibodies for overnight at 4°C, with G Fast Flow Sepharose Beads for 1 h at 4°C. Samples were boiled and subjected to standard SDS–PAGE.
Immunoprecipitation of GFP‐tagged proteins was performed using GFP‐trap (Chromotek) according to the manufacturer's instructions. Briefly, cells were harvested in ice‐cold RIPA buffer. Volume‐matched 1 μg lysates were incubated with the bead slurry by end‐over‐end rotation for 1 h at 4 °C. The beads were then sedimented and washed 3 times with RIPA buffer. After the last washing step, samples were mixed with 2X SDS‐sample buffer and boiled. Beads were then sedimented again and the supernatants were subjected to standard SDS–PAGE. Immunoprecipitation of Flag‐tagged proteins was performed using anti‐Flag M2 agarose beads (Sigma) according to the manufacturer's instructions. Briefly, cells were harvested using Triton X‐100 lysis buffer (50 mM Tris–HCl, pH 7.4, 150 mM NaCl, 1 mM EDTA, 1% Triton X‐100). Volume‐matched 1.5 μg lysate proteins were incubated with the bead slurry by end‐over‐end rotation overnight at 4°C. The beads were then sedimented and washed 3 times with TBS buffer. After the last washing step, samples were mixed with 2X SDS‐sample buffer and boiled. Beads were then sedimented once again and the supernatants were analyzed in standard SDS–PAGE.
Protein purification
A 293T cells were transfected with GFP‐TSG101 plasmid using PEI. Cells were harvested in ice‐cold RIPA buffer 48 h after transfection. GFP‐TSG101 was immunoprecipitated using the GFP‐trap method. To dissociate TSG101 from its binding partners, beads were additionally washed with high‐salt (2M NaCl) and high detergent (1% Triton™ X‐100) containing wash buffers separately. Each washing step was repeated 3 times. Proteins were eluted from the beads using an acidic elution buffer at room temperature. Solution was immediately neutralized with a neutralization buffer prior to storage.
In vitro ADP‐ribosylation assay
In vitro ADP ribosylation was performed as previously described (Di Giammartino et al, 2013). The indicated amounts of TSG101 and PARP1 were incubated in buffer D (dialysis buffer) with 1 mM NAD+, 400 ng sss (sheared salmon sperm) DNA, and 10 mM MgCl2. The reaction was carried out at 37°C for 10 min and stopped by adding 2X SDS‐loading buffer. After boiling, samples were subjected to standard SDS–PAGE.
Total NAD and NADH measurements
Total NAD and NADH measurements were performed using a colorimetric NAD/NADH assay kit according to the manufacturer's instructions. Briefly, 2.5 × 105 cells were used for each condition. Cells were washed and scraped using ice‐cold PBS. Cell pellets were mixed with NADH extraction buffer and the lysates were obtained by repeated freezing and thawing cycles. To remove any NADH‐consuming enzymes, lysates were filtered. For the detection of NADH, lysates were incubated at 60°C for 30 min. Under these conditions, all NAD+ will be decomposed while the NADH will still be intact. Samples were then cooled on ice. The NAD decomposed samples were converted to NADH using NAD Cycling Enzyme Mix. NADH developer was then added to the reaction and OD 450 nm reads were obtained using a plate reader. Total NAD was quantified as in NADH measurement and NAD+ was calculated by subtracting NADH from the total NAD value.
Cleaved Caspase‐3 measurement (colorimetric)
Enzymatic activity of the cleaved caspase‐3 was measured using a Caspase‐3 Assay Kit (Colorimetric) (Abcam, ab39401), according to the manufacturer's instructions. Briefly, cells were harvested in PBS and cytoplasmic extracts were obtained. Protein concentrations were determined by a Bradford Assay and equal quantities of protein (100 μg for each condition) were tested in a colorimetric assay. Cleaved caspase‐3 activity was measured using a plate reader. Values were subtracted from only buffer‐containing reaction and normalized to the level of nontargeting CRISPR transduced cells.
CellTiter‐Fluor™ cell viability assay
Cell viability was assayed using the CellTiter‐Fluor™ kit (Promega, G6081) according to the manufacturer's instructions. Briefly, cells were seeded onto 96‐well plates with white walls and bottom at 105 cells/well density. Indicated treatments and transfections were all performed in that plate. For cell viability measurements, GF‐AFC substrates were added to each well. Cells were incubated at 37°C for 30 min and cell viability was measured using a plate reader. After subtracting the measurement from the reaction containing only medium, the values were normalized to the level of control siRNA‐transfected cells.
Western blotting
For western blots, cell pellets were lysed in whole‐cell extraction buffer (150 mM NaCl, 50 mM Tris–pH 7.5, 1% NP‐40 supplemented with proteinase and phosphatase inhibitors) for 20 min at 4°C while vigorously shaking, insoluble material was spun out, relative protein concentration was determined by BCA (BioRad). SDS‐sample buffer with 100 mM DTT was added to samples, which were loaded onto 8% Protein gels and separated by electrophoresis at 90–140 V for 2–3 h. Proteins were transferred and immobilized onto a nitrocellulose membrane (GE Healthcare) by electrophoresis for 2 h at RT in a standard transfer buffer containing 20% methanol. Membranes were blocked in 5% nonfat dry milk in TBS‐T. All rabbit primary antibodies were probed with Peroxidase AffiniPure Donkey anti‐rabbit IgG (Jackson ImmunoResearch) and all mouse primary antibodies were probed with Peroxidase AffiniPure Donkey anti‐mouse IgG (Jackson ImmunoResearch). Chemiluminescent signals were visualized with Fusion Solo Imager.
Proximity ligation assay (PLA)
The DuoLink (Merck) PLA assay was performed according to the manufacturer's protocols. Cells were seeded in 12 mm glass coverslips 48 h before the experiment and treated if needed, fixed with 4% PFA at RT for 10 min, and permeabilized for 10 min at RT in PBS supplemented with 0.1% Triton X‐100 (Sigma Aldrich). For blocking, cells were incubated for 1 h at 37°C in the provided blocking solution. Incubation with primary antibodies (PARP1, Thermo Fisher, Cat#MA 3‐950, TSG101, Thermo Fisher, Cat#MA 1‐23296, both diluted 1:200) was done overnight at 4°C.
Laser microirradiation and live‐cell imaging
Cells were grown in a μ‐Slide 8‐well chamber (Ibidi) and transiently transfected with GFP‐tagged PARP1 and imaged at 24 h post‐transfection. Throughout the experiment, cells were maintained in Dulbecco's modified Eagle's medium (DMEM) supplemented with and 10% FBS, at 37°C with 5% CO2. For sensitization, cells were incubated with a DNA damage sensitizer DAPI (10 μg/ml) for 10 min before the microirradiation. Cells with low to moderate GFP intensities were selected for the experiments. Targeted laser microirradition was induced by a 405 nm laser (100 mW) using FRAPPA of the confocal spinning disk microscope (Andor CSU‐W1 with Borealis on a Nikon Ti Eclipse microscope equipped with an iXON DU888 EMCCD camera). The laser power output was frequently measured to ensure a constant DNA damage effect. A preselected area in the nucleus (a round‐shaped with approximately 130‐μm diameter) was microirradiated using a 100X CFI PLAN‐Apo NA 1.4 oil objective. The stimulation was performed using 25% laser power for 500 μs dwell time. In preliminary experiments, the dosage of 405 nm laser light was adjusted to the lowest possible amount of laser needed to induce DNA damage without compromising cell viability. Subsequent image acquisition was performed using a 488 nm laser line with the same objective and a BP525/45 emission filter. Z‐stacks of 20 slices were selected toward their top and bottom ends. The recruitment and dissociation of PARP1 to and from the DNA damage sites were followed with the time series up to 15 min with the first time point immediately after the microirradiation event.
For endogenous protein recruitment assays, cells were grown in a μ‐Slide 8‐well‐gridded chamber (Ibidi). The sensitization and transfection of the cells were done as in the live‐cell imaging. To facilitate easy recognition of laser microirradiated cells during the imaging of endogenous TSG101, the DNA damage sites were created on a straight line in the nucleus of the selected cells, but the parameters (405 nm laser wavelength with 25% laser power and 500 μs Dwell time) were kept consistent. Recruitment of PARP1 to the DNA damage site was recorded for either 1 or 5 min and cells were fixed with PFA and stained for TSG101 with standard indirect immunofluorescence. The microirradiated cells were refound and imaged with the confocal microscope (CSU Yokogawa Spinning Disk Field Scanning Confocal System, Nikon).
Indirect immunofluorescence
For all IF experiments (except the endogenous recruitment assay), cells were grown on 12 mm glass coverslips, treated if required, fixed in 4% PFA for 10 min at RT, and permeabilized for 10 min at RT in PBS supplemented with 0.1% Triton X‐100 (Sigma Aldrich). Cells were blocked in filtered PBS supplemented with 0.1% Triton X‐100 and 5% BSA for 1 h. The primary antibodies were diluted in the blocking buffer and cells were incubated with the antibody solution overnight at 4°C. All secondary antibodies were diluted in the blocking buffer and incubated for 1 h at RT. After each antibody incubation cells were washed 3 times with PBS. Following the last washing, coverslips were mounted with ProLong™ Gold Antifade Mountant with DAPI. The primary antibodies used for IF at the indicated concentrations were against cleaved caspase‐3 (Cell Signaling, 1:400), p65 (Cell Signaling, 1:500), PARP1 (Cell Signaling, 1:1,000), and TSG101 (Thermo Fisher, 1:500). See Key Resources Table for the secondary antibodies and the fluorophores. Confocal immunofluorescence microscopy was done as previously described (Mikuda et al, 2018; Kolesnichenko et al, 2021).
qRT–PCR
qRT–PCR was performed as previously described (Mikuda et al, 2018). In brief, primers were designed according to MIQE guidelines (Minimum Information for Publication of qRT–PCR Experiments) using an NCBI primer blast, and 62°C melting temperature was selected. To determine the fold induction of target genes, two to three reference genes (ACTA1, RPL13A, and TBP2) with an m value lower than 0.5 were used. The indicated primers were obtained from previous studies (von Hoff et al, 2019; Mikuda et al, 2020; Kolesnichenko et al, 2021). See Key Resources Table for qRT–PCR primers for details.
Nuclear and cytoplasmic fractionation
The subcellular fractionation was performed as previously described (Mikuda et al, 2018). In brief, cells were washed with ice‐cold PBS and harvested by scraping in 500 μl buffer A (10 mM Tris–HCl (pH 7.9, 1.5 mM MgCl2, 10 mM KCl, supplemented with complete protease and phosphatase inhibitors)). After incubation on ice, NP‐40 was added to a final concentration of 0.15% (v/v). Samples were washed and centrifuged, and supernatants containing the cytoplasmic fraction were collected. The remaining pellet was further washed with buffer A containing NP‐40 and resuspended with two volumes of buffer C (20 mM Tris–HCl pH 7.9, 25% glycerol, 0.42 M NaCl, 1.5 mM MgCl2, 0.5% NP‐40, supplemented with complete protease and phosphatase inhibitors). The insoluble nuclear debris was pelleted by centrifugation and nuclear lysates were subsequently collected.
Electrophoretic mobility shift assay (EMSA)
Nuclear extracts were used for the EMSA experiments. The assay was performed as previously described (Hinz et al, 2010). In brief, 5 μg of nuclear extract was mixed with radioactively labeled (P32) H2K probes supplemented with shift buffer (40 mM HEPES pH 7.9, 120 mM KCl, and 8% (v/v) Ficoll), 2 μg/ml poly dI/dC, 100 mM DTT and 10 μg/ml BSA and incubated for 30 min at RT. Samples were separated by electrophoresis and transferred to Whatman filter paper by vacuum dryer. The dried gel was incubated with Hyperfilm™ MP at −80°C overnight and developed with standard procedures.
CRISPR‐Cas9 knockout bulk cell generation
CRISPR‐Cas9‐mediated knockout experiments were performed as previously described (Ran et al, 2013). In brief, the indicated guide RNA sequences were annealed and subcloned into lentiCRISPRv2 (Addgene, Cat#52961). The cloning was verified by Sanger sequencing. For lentiviral production, 293T cells were seeded into 15 cm plates at 90% confluency 1 day before transfection. The lentiCRISPRv2 vectors (30 μg) containing respective guide RNAs were transfected to the cells together with 20 μg of psPAX2 (Addgene, Cat#8454) and 10 μg of pCMV‐VSV‐G (Addgene, Cat#12260) using PEI. Lentiviruses were harvested and concentrated with PEG Virus Precipitation Kit (Abcam, Cat#ab102538) according to the manufacturer's protocol. The target cells were seeded into 24‐well plates at 20–40% confluency and lentivirally transduced with the concentrated viruses at a 1:25 ratio in antibiotic‐free DMEM supplemented with 10 μg/ml Polybrene (Sigma Aldrich). For the elimination of untransduced cells, puromycin (2 μg/ml) was added to the growth medium 3 days after the transduction. Knockout efficiencies were determined with western blotting. Due to the conclusive roles of TSG101 in cell division and development, a double knockout cell line was not established after single‐cell expansion experiments.
Crystal violet staining
Cells were seeded into 6‐well plates, transfected, and treated if needed. The growth medium was gently aspirated and cells were fixed in ice‐cold methanol for 10 min at 4°C. The plate was equilibrated to RT and incubated with crystal violet staining solution for 10 min at RT. The staining solution was removed and cells were washed with water. Crystal violet intensities were measured at 570 nm with a plate reader (Cytation 1, Biotek).
Analysis of siRNA screening data
The statistical effect size (Z‐factor) was calculated for each plate (189 in total) using the mock‐transfected vehicle (DMSO) or etoposide (Sigma) treated cells with negative and positive control, respectively. The Z‐factor cut‐off was 0.1, 107 plates have a Z‐factor below 0.5, 82 plates have a Z‐factor equal to or larger than 0.5, and the mean Z‐Prime is 0.45. Several plates were repeated to improve quality. See Dataset EV2 for detailed Z‐factor determination.
To determine assay reproducibility of the screening, 12 plates from the Druggable Genome Library were randomly selected for a replicate experiment. Results obtained from both replicates were compared and their correlation was determined by Spearman's rank correlation coefficiency test (Table EV1).
For plate‐wise normalization, the data obtained in the genome‐wide screen were processed on the KNIME Analytics Platform (KNIME). A Z‐score was calculated from luminescence values as follows: *x.zscore = (x − median(x[subset]))/mad(x[subset])*, where x is the luminescence value and the subset are all sample wells in the plate.
For the gene set enrichment analysis of the genome‐wide screening hits, the REACTOME database (Jassal et al, 2020) was used.
Analysis of quantitative live‐cell imaging
Imaris software (Oxford Instruments) was used to quantify the recruitment and dissociation kinetics of PARP1 to and from the DNA lesions. Images of pre‐ and post‐microirradiated cells were combined and the laser microirradiated area was segmented as a region of interest (ROI) in Imaris. The mean fluorescence intensity of the ROI was acquired for each time point. The fluorescence intensity of the whole nucleus was also acquired as a reference ROI and fluorescence intensity at the DNA damage site was normalized to the respective reference ROI.
Statistical tests
For statistical analysis, the normalized mean fluorescence intensities from 9 independent experiments were compared using an ordinary one‐way ANOVA (ns, P > 0.05; *P < 0.05; **P < 0.01, ***P < 0.001; ****P < 0.0001).
Author contributions
Ahmet Buğra Tufan: Data curation; formal analysis; validation; investigation; methodology; writing – original draft; writing – review and editing. Katina Lazarow: Resources; data curation; formal analysis; validation; investigation; methodology. Marina Kolesnichenko: Data curation; formal analysis; validation; investigation. Anje Sporbert: Data curation; formal analysis; validation; investigation; visualization; methodology. Jens Peter von Kries: Conceptualization; resources; data curation; supervision; methodology. Claus Scheidereit: Conceptualization; supervision; funding acquisition; investigation; writing – original draft; project administration; writing – review and editing.
Disclosure and competing interests statement
The authors declare that they have no conflict of interest.
Supporting information
Acknowledgements
We thank Dr. Michela Di Virgilio for discussion and Brca1−/− MEF cells. We thank Dr. Ivan Ahel for providing Flag‐tagged PARP1 and PARP2 plasmids (Gibbs‐Seymour et al, 2016). A.B.T. acknowledges DFG, GSC 1091, Berlin Graduate School for Integrative Oncology (B.S.I.O.), and Deutscher Akademischer Austauschdienst (DAAD) for support. The work was funded in part by DFG grant KO6390/1‐1 to M.K. and in part by grants from BMBF, CancerSys project ProSiTu and Helmholtz Association iMed and PreGo‐Bio and European Regional Development Fund (EFRE), State of Berlin, Germany, to C.S. Open Access funding enabled and organized by Projekt DEAL.
The EMBO Journal (2022) 41: e110372.
Data availability
The raw luciferase assay data from the genome‐wide siRNA screen can be accessed using the following DOI: 10.5281/zenodo.6805593 (Data ref: Tufan et al, 2022).
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