Literature DB >> 33789098

SIRT2 promotes BRCA1-BARD1 heterodimerization through deacetylation.

Elizabeth V Minten1, Priya Kapoor-Vazirani1, Chunyang Li1, Hui Zhang1, Kamakshi Balakrishnan1, David S Yu2.   

Abstract

The breast cancer type I susceptibility protein (BRCA1) and BRCA1-associated RING domain protein I (BARD1) heterodimer promote genome integrity through pleiotropic functions, including DNA double-strand break (DSB) repair by homologous recombination (HR). BRCA1-BARD1 heterodimerization is required for their mutual stability, HR function, and role in tumor suppression; however, the upstream signaling events governing BRCA1-BARD1 heterodimerization are unclear. Here, we show that SIRT2, a sirtuin deacetylase and breast tumor suppressor, promotes BRCA1-BARD1 heterodimerization through deacetylation. SIRT2 complexes with BRCA1-BARD1 and deacetylates conserved lysines in the BARD1 RING domain, interfacing BRCA1, which promotes BRCA1-BARD1 heterodimerization and consequently BRCA1-BARD1 stability, nuclear retention, and localization to DNA damage sites, thus contributing to efficient HR. Our findings define a mechanism for regulation of BRCA1-BARD1 heterodimerization through SIRT2 deacetylation, elucidating a critical upstream signaling event directing BRCA1-BARD1 heterodimerization, which facilitates HR and tumor suppression, and delineating a role for SIRT2 in directing DSB repair by HR.
Copyright © 2021 The Author(s). Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  BRCA1; DNA damage response; DNA repair; HR; SIRT2; acetylation; heterodimerization; homologous recombination; sirtuin; stability

Mesh:

Substances:

Year:  2021        PMID: 33789098      PMCID: PMC8108010          DOI: 10.1016/j.celrep.2021.108921

Source DB:  PubMed          Journal:  Cell Rep            Impact factor:   9.423


INTRODUCTION

Inherited mutations in BRCA1 predispose to breast and ovarian cancers (Foulkes, 2008; Roy et al., 2011; Silver and Livingston, 2012; Tarsounas and Sung, 2020; Venkitaraman, 2014). BRCA1 promotes genome integrity through pleiotropic functions, including double-strand break (DSB) repair by homologous recombination (HR) (Moynahan et al., 1999, 2001; Scully et al., 1997; Snouwaert et al., 1999), protection of stalled replication forks from nucleolytic degradation (Schlacher et al., 2012), cell cycle checkpoint activation (Xu et al., 1999, 2001; Yarden et al., 2002), mRNA splicing and microRNA biogenesis (Chang and Sharan, 2012; Kawai and Amano, 2012; Kleiman and Manley, 1999; Kleiman and Manley, 2001; Savage et al., 2014), and avoidance of replication-transcription conflicts (Hatchi et al., 2015; Schlacher et al., 2012). In particular, BRCA1’s role in multiple steps in the error-free HR pathway, which helps repair DSBs and resolve stalled replication forks, is thought to be important for its tumor suppressor function (Irminger-Finger and Jefford, 2006; Jiang and Greenberg, 2015; Kolinjivadi et al., 2017; Moynahan and Jasin, 2010; Tarsounas and Sung, 2020). BRCA1 forms a stable heterodimeric complex with BARD1 through the association of their amino (N)-terminal RING domains (Meza et al., 1999; Wu et al., 1996), which is important for their mutual stability (Hashizume et al., 2001; Joukov et al., 2001), nuclear localization (Fabbro et al., 2002; Rodriguez et al., 2004), recruitment to DNA damage sites (Fabbro et al., 2002; Rodriguez et al., 2004), and ubiquitin E3 ligase activity (Hashizume et al., 2001; Mallery et al., 2002; Ruffner et al., 2001; Xia et al., 2003). Mice deficient in Brca1 or Bard1 develop indistinguishable basal-like mammary carcinomas (Shakya et al., 2008), suggesting that the tumor suppressor functions of BRCA1 and BARD1 are likely mediated through their heterodimerization. Indeed, the RING domain of BRCA1 is essential for tumor suppression in a conditional mouse model for BRCA1-associated breast cancer carrying C61G, a common pathogenic missense variant that disrupts BRCA1-BARD1 heterodimerization (Drost et al., 2011). Furthermore, a number of additional germline mutations in the RING domains of BRCA1 and BARD1 have been found in patients with hereditary breast and ovarian cancers (Database: BRCA Exchange) (Brzovic et al., 2001a; Castilla et al., 1994; Friedman et al., 1994; Ruffner et al., 2001), highlighting the potential significance of BRCA1-BARD1 heterodimerization in tumor suppression. Mutational analyses based on the nuclear magnetic resonance (NMR) structure of the BRCA1-BARD1 RING domain heterodimer complex, which consists of a pair of RING finger motifs and flanking anti-parallel α helices (which we will henceforth refer to as the RING domain) (Brzovic et al., 2001b), have shown that the BRCA1-BARD1 interface is mediated by residues important for hydrophobic interactions or that contribute to structural stabilization (Brzovic et al., 2003; Lee et al., 2015; Meza et al., 1999; Morris et al., 2002; Xia et al., 2003); however, although suggested, the contribution of charged interactions has not been demonstrated (Brzovic et al., 2001b). The interaction of BRCA1 and BARD1 is critical for their mutual stability (Hashizume et al., 2001; Joukov et al., 2001), likely by masking BRCA1’s degron domain, which is located in its first 167 amino acids (Lu et al., 2007), and is ubiquitinated by HERC2 (Wu et al., 2010), HUWE1 (Wang et al., 2014), and FBXO44 (Lu et al., 2012) and deubiquitinated by USP9X (Lu et al., 2019). CTSS, a cysteine protease, has also been shown to promote BRCA1 ubiquitination and subsequent degradation after cleaving its C-terminal BRCT domains (Kim et al., 2019). BARD1 is also degraded in a ubiquitination-mediated process via the APC/C complex (Song and Rape, 2010). Furthermore, BRCA1-BARD1 stability is affected by their interaction with UBE2T (Ueki et al., 2009), GUARDIN (Hu et al., 2018), TACC3 (Kim et al., 2018), and TUSC4 (Peng et al., 2015), suggesting tight regulation of BRCA1-BARD1 stability. Sirtuin 2 (SIRT2) is a sirtuin family NAD+-dependent deacetylase, which regulates multiple biological processes, including genome maintenance, aging, tumorigenesis, and metabolism (Finkel et al., 2009; Guarente, 2011; Saunders and Verdin, 2007; Zhang et al., 2016b). Significantly, mice deficient in Sirt2 develop breast and other cancers (Kim et al., 2011; Serrano et al., 2013), suggesting that SIRT2 functions in tumor suppression. We previously defined a role for SIRT2 in directing the replication stress response (RSR), a subset of the DNA damage response (DDR), through the acetylation status of ATRIP and CDK9 (Zhang et al., 2013, 2016a, 2016b) and furthermore showed that somatic cancer-associated SIRT2 mutations impair the activity of SIRT2 in maintaining genome integrity (Head et al., 2017); however, SIRT2’s role in downstream DNA repair is less well established. SIRT2 was recently reported to promote nucleotide excision repair (NER) (Zhang et al., 2020), but its role in promoting DSB repair by HR is unclear. Furthermore, BRCA1 function in the intra-S checkpoint is activated by K830 acetylation via a pCAF/SIRT1 axis (Lahusen et al., 2018); however, the role of SIRT2 deacetylation, or more generally of upstream signaling events, in governing BRCA1-BARD1 heterodimerization is not known. In this study, we show that BARD1 deacetylation by SIRT2 at conserved lysine sites in its RING domain promotes BRCA1-BARD1 heterodimerization, thereby facilitating BRCA1-BARD1 stability, nuclear retention, localization to DNA damage sites, and function in HR. Our findings define a mechanism for regulation of BRCA1-BARD1 heterodimerization through SIRT2 deacetylation, elucidating a critical upstream signaling event directing BRCA1-BARD1 heterodimerization and delineating a role for SIRT2 in promoting DSB repair by HR.

RESULTS

SIRT2 interacts with the BRCA1-BARD1 complex

To determine if SIRT2 interacts in a complex with BRCA1 and BARD1, we performed co-immunoprecipitation (coIP) analyses. coIP of SIRT2-FLAG expressed in human embryonic kidney (HEK) 293T cells pulled down HA-BRCA1 and endogenous BARD1 (Figure 1A). In a reciprocal coIP, HA-BRCA1 pulled down GFP-SIRT2 and endogenous BARD1, and endogenous BARD1 pulled down SIRT2-FLAG and endogenous BRCA1 (Figures 1B and 1C). The endogenous interaction of SIRT2 with BRCA1 and BARD1 was validated by coIP in HeLa cervical and HCT116 colorectal cancer cells (Figures 1D and 1E). Furthermore, the coIP of HA-BRCA1 with SIRT2-FLAG and endogenous BARD1 in HEK293T cells was preserved even following treatment with ethidium bromide, an intercalating agent, which disrupts protein-DNA interactions (Figure S1A). Thus, the interaction of SIRT2 with BRCA1 and BARD1 is physiologic, not cell type specific, and not mediated through DNA.
Figure 1.

SIRT2 interacts with and deacetylates the BRCA1-BARD1 complex

(A) Immunoprecipitation (IP) of SIRT2-FLAG pulls down HA-BRCA1 and endogenous BARD1 in HEK293T cells.

(B) IP of HA-BRCA1 pulls down GFP-SIRT2 and endogenous BARD1 in HEK293T cells.

(C) IP of endogenous BARD1 pulls down SIRT2-FLAG and endogenous BRCA1 in HEK293T cells.

(D) Endogenous SIRT2 IP in HeLa cells pulls down endogenous BRCA1.

(E) Endogenous SIRT2 IP in HCT116 cells pulls down endogenous BARD1.

(F) SIRT2-FLAG deacetylates HA-BRCA1 in vitro. NAD+ is a SIRT2 cofactor and nicotinamide inhibits class III deacetylases, including SIRT2.

(G) SIRT2-FLAG WT but not H187Y decreases HA-BRCA1 acetylation in cells.

(H) SIRT2-FLAG WT but not H187Y deacetylates GFP-BARD1 in vitro. Merge indicates the overlay of Ac-K (green) and GFP (red).

For (F)–(H), Ac-K indicates acetylated-lysine.

See also Figure S1.

SIRT2 deacetylates BRCA1 and BARD1

To determine if SIRT2 deacetylates BRCA1, we performed an in vitro deacetylation assay with purified acetylated HA-BRCA1, SIRT2-FLAG, and NAD+ with or without nicotinamide, a sirtuin inhibitor. SIRT2-FLAG wild-type (WT) but not H187Y, a deacetylase-inactive mutant (North et al., 2003), deacetylated HA-BRCA1 in an NAD+-dependent manner, in which deacetylation was inhibited by nicotinamide (Figures 1F and S1B). These findings were validated in HEK293T cells, in which SIRT2-FLAG WT but not H187Y deacetylated HA-BRCA1 (Figure 1G). Similar results were obtained for BARD1, in which SIRT2-FLAG WT but not H187Y deacetylated acetylated GFP-BARD1 in vitro in a NAD+-dependent manner that was inhibited by nicotinamide (Figure 1H), and SIRT2-FLAG deacetylated GFP-BARD1 expressed in HEK293T cells (Figure 4F).
Figure 4.

SIRT2 deacetylates BARD1 RING domain

(A) IP of BRCA1 fragments spanning FL BRCA1 indicates that GFP-SIRT2 pulls down BRCA1 (1–324) in HEK293T cells.

(B) IP of BARD1 fragments indicates that GFP-SIRT2 pulls down the N terminus of BARD1 (1–202), but not with BARD1 missing the RING domain (Δ34-126) in HEK293T cells.

(C) IP of HA-BRCA1 WT and C61G indicates that SIRT2-FLAG only pulls down HA-BRCA1 WT in HEK293T cells.

(D) Structure of the BRCA1-BARD1 RING domain heterodimer, indicating potential charged interactions between BARD1 K46, K96, and K110 with corresponding BRCA1 residues. BARD1 K96 is ~2.2 Å from BRCA1 D40, which may indicate a salt bridge interaction. BARD1 K110 is in close proximity, ~5.1 Å, to BRCA1 E10. BARD1 K46 is ~5.7 Å from BRCA1 E85.

(E) GFP-BARD1 WT is acetylated in cells and mutation of lysines K46, K96, and K110 to arginines (3KR) and K596 but not K130, K630, and K693 to arginines significantly decreases acetylation in HEK293T cells.

(F) SIRT2-FLAG decreases GFP-BARD1 WT and K596R but not 3KR acetylation in HEK293T cells.

For (E) and (F), merge indicates overlay of Ac-K (green) and GFP (red).

See also Figure S4.

SIRT2 deacetylase activity promotes BRCA1-BARD1 stability

To determine the functional significance of this interaction, BRCA1 protein levels were measured by western blot analysis in HCT116 cells after SIRT2 knockdown. BRCA1 levels were decreased following SIRT2 knockdown (Figure 2A), which was also observed in U2OS cells (Figures S2A–S2B). As BRCA1 and BARD1 stabilize each other when in complex (Hashizume et al., 2001; Joukov et al., 2001), decreased BARD1 levels were also reduced after SIRT2 knockdown (Figures 2B and S2A). Treatment with AGK2, a SIRT2-specific inhibitor (Outeiro et al., 2007), produced similar results, indicating that these results were dependent on SIRT2 deacetylase activity (Figures 2D and 2E). To determine if SIRT2 regulates BRCA1 and BARD1 at the transcriptional level, we performed quantitative RT-PCR following SIRT2 depletion or AGK2 treatment. No corresponding significant decrease in BRCA1 or BARD1 mRNA levels was observed (Figures 2C and 2F), suggesting that regulation occurs at the post-transcriptional level. To validate these findings, HEK293T cells were treated with cycloheximide, an inhibitor of translation, alone or with AGK2. A significantly greater decrease in BRCA1 protein levels was observed following AGK2 treatment (Figures 2G and 2H). We observed no significant difference in BARD1 protein levels at this time point, consistent with prior reports of BARD1’s significantly longer half-life (Choudhury et al., 2004), and combined AGK2 and cycloheximide treatment times beyond the 8 h required to detect noticeable BARD1 degradation (Choudhury et al., 2004) resulted in significant toxicity (data not shown). The decrease in BRCA1 and BARD1 protein levels following SIRT2 knockdown or AGK2 treatment was alleviated by proteasomal inhibition with MG132 (Figures 2I, 2J, and S2C), suggesting that SIRT2 deacetylase activity promotes BRCA1-BARD1 stability by impairing its degradation. The decrease in BRCA1 protein levels following SIRT2 knockdown was also observed in cells synchronized in G1, S, and G2/M phase (Figures S2D and S2E), implying a cell cycle-independent effect, while a decrease in BARD1 protein levels following SIRT2 knockdown was observed in cells synchronized in G1 and to a lesser extent in G2/M but not S phase, which may be due to BARD1’s maximal mRNA expression in S phase and longer half-life (Choudhury et al., 2004). Moreover, SIRT2 knockdown and AGK2 treatment caused a significant decrease in BRCA1 and BARD1 protein levels in both the absence and presence of ionizing radiation (IR) (Figures S2F–S2J). Collectively, our data suggest that SIRT2 deacetylase activity promotes BRCA1-BARD1 stability by impairing its degradation independent of cell cycle and DNA damage.
Figure 2.

SIRT2 deacetylase activity promotes BRCA1-BARD1 stability

(A–C) SIRT2 knockdown decreases BRCA1 and BARD1 protein levels but does not significantly change mRNA levels in HCT116 cells.

(D–F) AGK2 treatment for 24 h decreases BRCA1 and BARD1 protein levels but shows no significant change in mRNA levels in HCT116 cells.

(G and H) HEK293T cells were treated with cycloheximide with or without AGK2 for 0, 2, or 4 h. AGK2 increases the rate of BRCA1 degradation in HEK293T cells compared with a control. Mean and SD from four independent replicas are shown.

(I) Treatment with MG132 for 6 h alleviates BRCA1 levels after SIRT2 knockdown in HCT116 cells.

(J) Treatment with MG132 for 6 h alleviates BARD1 levels after SIRT2 knockdown in HCT116 cells.

For (C) and (F), mean and SD from three independent replicas are shown. For (D) and (E), acetylated α-tubulin acts as a positive control for AGK2 treatment. *p < 0.05.

See also Figure S2.

SIRT2 deacetylase activity promotes BRCA1-BARD1 nuclear retention, localization to DNA damage sites, and HR

The BRCA1-BARD1 interaction has been reported to mask each other’s nuclear export signals (NESs), thereby promoting their nuclear retention (Fabbro et al., 2002; Rodriguez et al., 2004). We thus hypothesized that SIRT2 deficiency might result in increased cytoplasmic localization. Indeed, a significantly greater increase in BRCA1 and BARD1 cytoplasmic localization was observed in U2OS cells depleted for SIRT2 or treated with AGK2 (Figures 3A–3F). To determine if SIRT2 deficiency furthermore impairs BRCA1-BARD1 localization to DNA damage sites, we examined U2OS cells treated with IR following SIRT2 depletion. A significantly greater decrease in cells with IR-induced BRCA1 and BARD1 foci co-localizing with γH2AX foci was observed following SIRT2 deficiency (Figures 3G–3J). Moreover, SIRT2 deficiency impaired the co-localization of BRCA1 and BARD1 with mCherry-LacI-FokI endonuclease-induced DSBs in U2OS reporter cells integrated with lac operator repeats (Shanbhag et al., 2010) (Figures S3A and S3B), suggesting that SIRT2 promotes BRCA1-BARD1 localization to DNA damage sites and that SIRT2 may direct BRCA1-BARD1 function in DSB repair. To determine directly if SIRT2 functions in HR, we examined SIRT2 depletion in U2OS cells integrated with a direct repeat (DR)-GFP reporter substrate in which expression of the I-SceI endonuclease generates a DSB that when repaired by HR restores GFP expression. SIRT2 depletion caused a significant impairment in HR, which could be rescued by SIRT2-FLAG WT but not H187Y (Figures 3K, 3L, and S3C). Moreover, in epistasis studies, combined SIRT2 and BRCA1 depletion caused no significant further impairment in HR compared with BRCA1 depletion alone (Figures 3M, 3N, and S3D), implying that SIRT2 functions with BRCA1 in promoting HR. Interestingly, BRCA1 knockdown also caused an increase in SIRT2 protein levels (Figure 3N), suggesting that BRCA1 may be involved in a feedback loop to regulate SIRT2. Collectively, our results suggest that SIRT2 deacetylation promotes BRCA1-BARD1 nuclear retention and localization to DNA damage sites, and thus facilitating HR.
Figure 3.

SIRT2 deacetylase activity promotes BRCA1-BARD1 nuclear retention, localization to DNA damage sites, and homologous recombination

(A–D) SIRT2 knockdown or inhibition with 10 μM AGK2 for 4 h in U2OS cells significantly increases cytoplasmic BRCA1.

(E and F) SIRT2 inhibition with 10 μM AGK2 for 4 h in U2OS cells significantly increases the amount of cytoplasmic BARD1.

(G–J) BRCA1 and BARD1 co-localization with γH2AX foci 4 h after 10 Gy of IR is significantly impaired in U2OS cells after SIRT2 knockdown.

(K and L) DR-GFP assay in U2OS cells showing that SIRT2 knockdown impairs HR, which can be rescued by small interfering RNA (siRNA)-resistant SIRT2-FLAG WT but not H187Y. Asterisk indicates where SIRT2 runs.

(M and N) DR-GFP assay in U2OS cells indicating that combined SIRT2 and BRCA1 knockdown does not further impair HR compared with knockdown of SIRT2 or BRCA1 alone.

For the above, mean and SD from three independent replicas are shown. ***p < 0.005.

See also Figure S3.

SIRT2 deacetylates the BARD1 RING domain

The stability and nuclear retention of BRCA1-BARD1 is dependent on heterodimerization of its RING motifs and flanking α helices (RING domain) located in their respective N-termini (Fabbro et al., 2002; Hashizume et al., 2001; Joukov et al., 2001). Moreover, the BRCA1 degron has also been mapped to its N terminus (Lu et al., 2007). To provide insight into the mechanism by which SIRT2 may regulate BRCA1-BARD1 stability, we mapped the regions of BRCA1 and BARD1 interacting with SIRT2. coIP of overlapping FLAG-HA-NLS BRCA1 fragments (Lu et al., 2007) spanning full-length (FL) BRCA1 and GFP-SIRT2 expressed in HEK293T cells revealed that FLAG-HA-NLS BRCA1 (1–324) but not BRCA1 (263–551) or more C-terminal BRCA1 interacts with GFP-SIRT2 (Figure 4A). In further mapping experiments, His-SIRT2 co-immunoprecipitated with BRCA1 (1–167) (Figure S4A), suggesting that BRCA1 amino acids 1–167, where its degron is located, are sufficient for interaction with SIRT2. Interestingly, the BARD1-binding domain is also located in this region (Wu et al., 1996), and BARD1 has been reported to stabilize BRCA1 by protecting it from ubiquitination (Choudhury et al., 2004). Indeed, a FLAG-BARD1 fragment containing residues 1–202 but not a deletion mutant missing residues 34–126 (Laufer et al., 2007), corresponding to BARD1’s RING domain, co-immunoprecipitated with GFP-SIRT2 (Figure 4B), suggesting that BARD1 amino acids 34–126 are necessary and 1–202 are sufficient for interaction with SIRT2. Moreover, HA-BRCA1 C61G, a pathogenic mutant with impaired ability to bind BARD1 (Brzovic et al., 1998), failed to pull down SIRT2-FLAG (Figure 4C), suggesting that BRCA1 interacts with SIRT2 through its interaction with BARD1. Collectively, these findings imply that SIRT2 interacts with the BRCA1-BARD1 complex through BARD1’s N-terminal RING domain. To identify the specific lysine targets of SIRT2 deacetylation, we analyzed the NMR structure of the BRCA1-BARD1 heterodimer complex (Brzovic et al., 2001b) (Figures 4D and S4B). Of note, the positive charge of BARD1 lysine 96 (K96) forms a potential salt bridge with the negative charge of BRCA1 aspartic acid 40 (D40) measuring 2.2 Å, and to a lesser extent, potential electrostatic interactions measuring about 5 Å are formed between BARD1 K46 and BRCA1 glutamic acid 85 (E85) and BARD1 K100 and BRCA1 E10. All three BARD1 lysine sites are evolutionarily conserved (Figure S4C), and acetylation at these sites may lead to a loss of electrostatic attraction with the corresponding negative charged residue on BRCA1. Although HA-BRCA1 is acetylated (Figure S4D), we found no evidence that BRCA1 is acetylated at its N terminus (1–167), which contains its RING domain, by IP of FLAG-HA-NLS BRCA1 (1–167) and western blot with an anti-acetyl K antibody (Figure S4E) or reciprocally, IP with an anti-acetyl K antibody and western blot for FLAG-HA-NLS BRCA1 (1–167) (Figure S4F). In contrast, GFP-BARD1 is acetylated, and mutation of BARD1 K46, K96, and K110 to arginines (3KR) caused a significant decrease in acetylation of BARD1 (Figure 4E). Mass spectrometry of purified GFP-BARD1 from cells identified additional candidate acetylation sites outside of the BARD1 RING domain at K130, K596, K630, and K593, although only GFP-BARD1 K596R showed a decrease in acetylation compared with GFP-BARD1 WT (Figure 4E). However, overexpression of SIRT2-FLAG caused a significant decrease in acetylation of GFP-BARD1 WT and K596R but not 3KR (Figure 4F), suggesting that SIRT2 primarily deacetylates BARD1 at its RING motif and flanking α helices among K46, K96, and K110 but not at K596R.

BARD1 RING domain deacetylation by SIRT2 promotes BRCA1-BARD1 heterodimerization

To determine whether SIRT2 regulates the interaction of BRCA1 and BARD1, we performed coIP of GFP-BARD1 in HEK293T cells treated with a short course of AGK2 to minimize significant degradation of BRCA1 and BARD1 and found that GFP-BARD1 pulled down a lower amount of endogenous BRCA1 following AGK2 treatment than a control (Figure 5A). Similarly, a reciprocal coIP of HA-BRCA1 pulled down a decreased amount of GFP-BARD1 following AGK2 treatment (Figures 5B and S5A). Moreover, AGK2 treatment impaired the coIP of endogenous BARD1 and endogenous BRCA1 (Figures S5B and S5C), suggesting that SIRT2 deacetylase activity promotes the interaction of BRCA1 and BARD1.
Figure 5.

BARD1 RING domain deacetylation by SIRT2 promotes BRCA1-BARD1 heterodimerization

(A) coIP of GFP-BARD1 before and after 4 h of AGK2 treatment shows decreased interaction with endogenous BRCA1 in HEK293T cells.

(B) coIP of HA-BRCA1 after 4 h of AGK2 treatment shows decreased interaction with GFP-BARD1 in HEK293 T cells.

(C and D) coIP of GFP-BARD1 3KR and 3KQ show respectively increased and decreased pull-down of endogenous BRCA1 compared with GFP-BARD1 WT in HEK293T cells.

(E–H) GFP-BARD1 3KR stabilizes endogenous BRCA1 after 4 h of cycloheximide with or without AGK2 for 0 or 4 h in HEK293T cells.

(I) SIRT2 knockdown decreases the interaction between endogenous BRCA1 and GFP-BARD1 WT but not 3KR in HEK293T cells.

(J and K) DR-GFP assay showing that RFP-BARD1 WT and 3KR but not 3KQ restore the HR impairment of SIRT2 depletion to near control levels in U2OS cells.

(L) Model showing BARD1 RING domain deacetylation by SIRT2 promoting BRCA1-BARD1 heterodimerization, thereby facilitating stability, localization, and function in HR.

For the above, mean and SD from three independent replicas are shown. *p < 0.05, **p < 0.01, and ***p < 0.005.

See also Figure S5.

We then analyzed the interaction of endogenous BRCA1 with GFP-BARD1 WT, 3KR, or a mutant in which K46, K96, and K110 were replaced by glutamine (Q) to mimic an acetylated state (3KQ). Strikingly, coIP of GFP-BARD1 3KR pulled down a significantly greater amount of endogenous BRCA1 than GFP-BARD1 WT (Figures 5C and S5D), while coIP of GFP-BARD 3KQ pulled down a significantly decreased amount of endogenous BRCA1 compared with GFP-BARD1 WT (Figures 5D and S5D), suggesting that BARD1 acetylation at its RING domain impairs interaction with BRCA1. In contrast, coIP of GFP-BARD1 K596R mutant pulled down a comparable amount of endogenous BRCA1 as GFP-BARD1 WT (Figure S5E), and coIP of FL HA-BRCA1 in which all 14 lysines within amino acids 1–167 that complex with SIRT2 were mutated to arginine (14KR) pulled down a comparable amount of GFP-BARD1 WT as HA-BRCA1 WT (Figure S5F). We next examined BRCA1 protein levels in HEK293T cells expressing GFP-BARD1 WT or GFP-BARD1 3KR and treated with or without cycloheximide and AGK2. Four hours after cycloheximide treatment, a greater amount of endogenous BRCA1 was observed in cells expressing GFP-BARD1 3KR compared with WT (Figures 5E and 5F). Moreover, expression of GFP-BARD1 3KR rescued the degradation of BRCA1 caused by AGK2 treatment (Figures 5G and 5H), implying that SIRT2 deacetylation of the BARD1 RING domain promotes BRCA1 stability. The decrease in coIP between GFP-BARD1 and endogenous BRCA1 following SIRT2 depletion was also rescued by expression of GFP-BARD1 3KR compared with WT (Figure 5I), demonstrating unequivocally that SIRT2 promotes the interaction of BRCA1 and BARD1 through deacetylation of its RING domain. Furthermore, we observed a decreased amount of BRCA1 foci co-localizing with FokI-induced DSBs when normalized to GFP-BARD1 foci fluorescence following SIRT2 knockdown, with expression of GFP-BARD1 3KQ compared with WT and 3KR (Figure S5G), implying that BARD1 RING domain deacetylation by SIRT2 contributes, at least in part, to BRCA1 localization to DNA damage sites. Significantly, overexpression of RFP-BARD1 WT and 3KR but not 3KQ restored the HR impairment of SIRT2 depletion to near control levels (Figures 5J, 5K, and S5H). Moreover, expression of GFP-BARD1 3KR and to a lesser extent WT but not 3KQ alleviated the impairment in co-localization of RAD51 to mCherry-LacI-FokI endonuclease-induced DSBs of SIRT2 deficiency (Figures S5I–S5K). Collectively, these data demonstrate that BARD1 functions downstream of SIRT2 in promoting HR and show unequivocally that SIRT2 promotes HR through deacetylation of BARD1 at its RING domain within K46, K96, and K110.

DISCUSSION

Our findings reveal a critical upstream regulatory mechanism governing BRCA1-BARD1 heterodimerization through SIRT2 deacetylation and provide important insights into the interplay between the SIRT2 and BRCA1-BARD1 breast tumor suppressor proteins, whereby BARD1 deacetylation by SIRT2 at conserved lysine sites in its RING domain, critical for interfacing with BRCA1 through charged interactions, promotes BRCA1-BARD1 heterodimerization, thereby facilitating their mutual stability, nuclear retention, localization to DNA damage sites, and function in HR. Furthermore, these findings identify BRCA1-BARD1 as an interacting partner and substrate for SIRT2, establish SIRT2 as a positive regulator of DSB repair by HR, and further our understanding of how Sirt2 deficiency results in genomic instability and carcinogenesis. BRCA1-BARD1 heterodimerization is critical for its functions in HR and tumor suppression (Jiang and Greenberg, 2015; Kolinjivadi et al., 2017; Moynahan and Jasin, 2010; Tarsounas and Sung, 2020). Indeed, a number of germline mutations in the RING domains of BRCA1 and BARD1 have been found in patients with hereditary breast and ovarian cancers (Drost et al., 2011). Previous mutational analyses have reported that the BRCA1-BARD1 interface is mediated by residues important for hydrophobic interactions or that contribute to structural stabilization (Brzovic et al., 2003; Lee et al., 2015; Meza et al., 1999; Morris et al., 2002; Xia et al., 2003). Given that BARD1 3KR has increased interactions with BRCA1 and BARD1 3KQ has impaired interactions with BRCA1, our data support a model whereby BARD1 acetylation at its RING domain (K46, K96, and/or K110) leads to loss of electrostatic interaction with the corresponding negatively charged residues in BRCA1, thereby impairing BRCA1-BARD1 heterodimerization (Figure 5L). This leads to increased access to the BRCA1 N-terminal degron for ubiquitination and proteasomal degradation, which in turn destabilizes BARD1. Impairment of BRCA1-BARD1 heterodimerization also leads to unmasking of the BRCA1 and BARD1 NESs, leading to cytoplasmic accumulation, impaired localization to DNA damage sites, and impaired HR. BARD1 deacetylation by SIRT2 at its RING domain promotes charged interactions leading to BRCA1-BARD1 heterodimerization, thereby facilitating BRCA1-BARD1 stability, nuclear retention, localization to DNA damage sites, and function in HR. Given that SIRT2 deficiency and BARD1 3KQ does not fully abolish interaction with BRCA1, it is likely that there are additional mechanisms contributing to BRCA1-BARD1 heterodimerization. Although we have found that SIRT2 deacetylates BRCA1 in vitro and in cells, we have found no evidence that the N terminus of BRCA1 is acetylated and furthermore showed that a BRCA1 N-terminal 14KR mutant does not facilitate heterodimerization with BARD1. Moreover, as BARD1 3KR can rescue the heterodimerization impairment of SIRT2 deficiency, the functional significance of BRCA1 deacetylation by SIRT2 is likely not related to BRCA1-BARD1 heterodimerization. In addition, it is possible that other factors, such as GUARDIN (Hu et al., 2018) and TACC3 (Kim et al., 2018), may also contribute to BRCA1-BARD1 heterodimerization; however, their precise mechanisms have not yet been fully elucidated. Although our data suggest that SIRT2 deacetylation of the BARD1 RING domain facilitates BRCA1 localization to DNA damage sites, as we observed a decreased amount of BRCA1 foci co-localizing with FokI-induced DSBs when normalized to GFP-BARD1 foci fluorescence following SIRT2 knockdown with expression of GFP-BARD1 3KQ compared with WT and 3KR, our model does not exclude the possibility of BRCA1-BARD1 degradation also contributing to impaired localization. Finally, it is interesting that expression of GFP-BARD1 WT can rescue the HR impairment but not degradation or heterodimerization impairment of SIRT2 depletion or inhibition. It is possible that when GFP-BARD1 WT is overexpressed, there is still sufficient albeit less BRCA1-BARD1 heterodimers to rescue HR. We have previously shown that SIRT2 directs the RSR at least in part through deacetylation of ATRIP and CDK9 (Zhang et al., 2013, 2016a). Our finding that SIRT2 promotes DSB by HR provides further evidence that SIRT2 also has a role in downstream DNA repair in addition to its previously defined function in upstream checkpoint signaling. Furthermore, the identification of BARD1 as a binding partner and substrate of SIRT2 adds to the growing number of SIRT2 substrates that function in promoting genome integrity, providing support for SIRT2 in regulating a network of proteins involved in the DDR (Zhang et al., 2016b). Our finding that SIRT2 directs BRCA1-BARD1 function in HR provides an additional layer of insight into how SIRT2 dysregulation leads to genomic instability and carcinogenesis. In this regard, it is noteworthy that similar to BRCA1 and BARD1, SIRT2 also functions in breast tumor suppression (Kim et al., 2011; Serrano et al., 2013). Dissecting BRCA1-BARD1’s precise contributions to SIRT2’s breast tumor suppressor function will be of significant future clinical interest.

STAR★METHODS

RESOURCE AVAILABILITY

Lead contact

Further information and requests for resources and reagents should be directed to and will be fulfilled by the lead contact, David S. Yu (dsyu@emory.edu).

Materials availability

All newly created reagents made during this study are available upon request to the lead contact.

Data and code availability

This study did not create or analyze any codes or datasets.

EXPERIMENTAL MODEL AND SUBJECT DETAILS

Cell lines

Human HEK293T (fetal), U2OS (female), and HCT116 (male) cell lines were originally purchased from the American Type Culture Collection (ATCC, Manassas, VA). U2OS-235 mCherry-LacI-FokI cell lines (female) were kindly provided by Dr. Roger Greenberg and have been described previously (Shanbhag and Greenberg, 2013). U2OS-DR-GFP cell lines were kindly provided by Dr. Jeremy Stark and have been described previously (Pierce et al., 1999). All cell lines were grown in DMEM (GIBCO) with 7.5% FBS. All cell lines were grown at 37°C under humidified conditions with 5% CO2 and 95% air.

METHOD DETAILS

Transfections

Transfections were done on 5 million cells in 60 mm plates using Lipofectamine 2000 or 3000 (Invitrogen) and performed per the manufacturer’s instructions. 5 to 10 μg of the indicated plasmids were used. Cells were split after 16 hours of incubation and allowed to recover for a further 24-48 hours post-transfection before harvest.

Immunoprecipitation

Briefly, cells were harvested and washed once with PBS. Cells were then lysed for 30 minutes on ice with CHAPS buffer (10% (vol/vol) glycerol, 150 mM NaCl, 50 mM Tris pH 7.5, 0.75% CHAPS) with the usual protease inhibitors added fresh. 1 μM TSA and 20 μM of nicotinamide were added with the usual protease inhibitors when probing for acetylation. The cells were then spun down for 15 minutes at 4°C and the resulting pellet discarded. An equal volume of minus CHAPS buffer (10% (vol/vol) glycerol, 150 mM NaCl, 50 mM Tris pH 7.5) was added to the supernatant to dilute the CHAPS concentration to 0.375%. The lysate was precleared via incubation for an hour with 30 μL of either protein G agarose beads (Invitrogen) or protein A agarose beads (Invitrogen). Protein G agarose beads were used when the IP antibody was mouse, while protein A agarose beads were used when the IP antibody was rabbit. The lysate was then added to 30 μL of preconjugated beads overnight on a rotator at 4°C. FLAG-tagged proteins were IP’d using FLAG M2 affinity beads (Sigma) while HA-tagged proteins were IP’ed using HA agarose beads (a2095; Sigma). Endogenous IPs were done with the indicated antibody. Negative controls consisted of IP with lysate using IgG rabbit or mouse for endogenous IPs and lysate not expressing tagged proteins for non-endogenous IPs. The beads were then washed three times with the 0.375% CHAPS buffer. The beads were then resuspended in 15 μL of 0.375% CHAPS buffer and 5 μL of 4× SDS before being boiled for 5 minutes at 100°C before being run on an SDS-PAGE. Immunoprecipitation experiments were each performed at least 4 times total.

DR-GFP assay

To measure efficiency of HR-mediated DSB repair, 3 million U2OS cells stably expressing a DR-GFP reporter gene, described previously (Pierce et al., 1999), were transfected with 60 nM of siRNA using Lipofectamine RNAiMax (Invitrogen) as per the manufacturer’s instructions. The next day, media was removed, and cells were transfected with 5 μg I-SceI and/or 2 μg the indicated plasmid. 72 hours after transfection, cells were harvested for flow cytometry and the data analyzed to measure HR efficiency based on GFP expression. Experiments were repeated at least three times and tested for significance using a paired one-tailed t test.

Immunoblot

Cells were harvested and washed once with PBS. Cells were then lysed for 30 minutes on ice using a 1% Nonidet P-40 (NP-40), 250 mM NaCl, 50 mM HEPES pH 7.9, 1 mM MgCl2, 1 mM DTT, and 0.5 mM EDTA buffer with freshly added protease inhibitors. Samples were then resolved by SDS-PAGE and probed with the antibodies indicated in the figure. Signal detection was done with a Li-Cor Odyssey system. All western blot experiments were done at least 3 times. Quantification was done using ImageJ and statistical analysis was done by GraphPad Prism 7 using a one-sample t test.

Antibodies and reagents

The following antibodies were used: BRCA1 (ab16780, Abcam: 1/1000 for western and 1/200 for IF) and (sc-6954, Santa Cruz Biotechnology: 1/300 for western). BARD1 (A300-263A; Bethyl, 1/1000 for western), (E-11; Santa Cruz Biotechnology, 1/1000 for western), (ab226854; Abcam, 1/800 for IF), and (Antiserum 59P; a generous gift from Dr. Richard Baer we gratefully thank him for, 1/50 for IP). H2AX (s139; Cell Signaling Technology, 1/200 for IF) and (05-636 clone JB2301; MilliporeSigma, 1/4000 for IF). GAPDH (sc-47224; Santa Cruz Biotechnology, 1/1000 for western). Acetyl lysine (ICP0380; Immunechem, 1/500 for western). SIRT2 (09-843; Millipore, 1/500 for western), and (custom-made; ThermoFisher, 1/1000 for western). α-tubulin (T6074; Sigma-Aldrich, 1/1000 for western). Acetyl α-tubulin (ab179484; Abcam, 1/1000 for western). FLAG (2368S; Cell Signaling Technology, 1/1000 for western) and (sc-51590; Santa Cruz Biotechnology, 1/1000 for western). HA (H9658 clone HA-7; Sigma-Aldrich, 1/1000 for western) and (c29F4; Cell Signaling Technology, 1/1000 for western). GFP (ab290; Abcam, 1/1000 for western and 1 μL antibody per 2 mg lysate for IP) and (sc-996; Santa Cruz Biotechnology, 1/1000 for western). RAD51 (PC130; Millipore, 1:1000 for IF). IgG (10500C; Invitrogen) and (NI03; MilliporeSigma). Secondary antibodies: Cy5 (Goat anti-rabbit Alexa-Flour-647 secondary Ab) (A12244; Invitrogen, 1/1000 for IF), Alexa Fluor 488 or 555, mouse or rabbit (Invitrogen, 1/1000 for IF, 1/10000 for western). MG132 (Sigma-Aldrich; 1211877-36-9) was used at a 5 μM dose for 6 hours while AGK2 (Selleckchem; S7577) was used at a 32 μM or at the indicated concentration.

In vitro deacetylation assay

To purify SIRT2-FLAG from cells, HEK293T cells were transfected with 5 μg of SIRT2-FLAG. 48 hours post-transfection, cells were lysed using an in vitro deacetylase buffer (180 mM KCl, 20 mM HEPES pH 7.4,1.5 mM MgCl2, 0.2 mM EGTA, 20% glycerol, and 1% NP-40) supplemented with fresh protease inhibitors. A FLAG IP was performed overnight after an hour of preclearing with CL-4B Sepharose beads. After three washes with TBS buffer (50 mM Tris pH 7.5, 150 mM NaCl), the beads were resuspended in TBS buffer (50 mM Tris pH 7.5, 150 mM NaCl)where SIRT2-FLAG was eluted over the course of an hour on a cold rotator using 5 μL of FLAG peptide (Sigma) per 100 μL TBS. The supernatant was then collected and stored at −80°C for future use. To determine enzyme concentration, a sample of the supernatant was run on a western along with a BSA standard. For the deacetylation assay, HEK293T cells were transfected with the indicated plasmid. After 36 hours, cells were treated with 10 mM of nicotinamide and 0.5 μM of trichostatin A (TSA), a class I and II deacetylase inhibitor, for an additional 12 hours. Cells were then harvested using the in vitro deacetylase buffer supplemented with protease inhibitors and 20 mM of nicotinamide and 1 μM of TSA. An IP was then done on the tag of the transfected plasmid. The beads were then washed three times with and resuspended in deacetylation buffer not containing nicotinamide or TSA. The beads were then split evenly between the different experimental groups. SIRT2-FLAG and the other indicated components were then added to their respective tube. The final amounts and concentrations per condition used were: ~1 μg of SIRT2-FLAG (WT or H187Y) per 24 μL of total volume, 1 μM TSA (all conditions), 25 mM nicotinamide, 625 μM of MgCl2 (all conditions), and 10 mM of NAD+ (all conditions). Tubes containing the beads and the indicated reagents were then added to a 30°C water bath where the beads were gently agitated every 15 minutes to maintain proper mixing. After 3 hours, 4× SDS was added to each sample and then run on a western blot for analysis. For BRCA1 (in vitro and in cells), 3 μg of the histone acetylases (HATs) p300, pCAF, and CBP were transfected with BRCA1 to increase the acetylation signal.

Immunofluorescence

For U2OS-265 mCherry-LacI-FokI cells, the cells were grown in 2 μg puromycin and 100 μg/mL hygromycin. After 72 hours of siRNA treatment and 48 hours of transfection with the indicated reagents, m-Cherry-FokI was induced for 4 hours with 1 μM of Shield-1 (Takara, 632189) and 1 μM of 4-hydroxytamoxifen (4-OHT; Sigma, H7904). For all cells, after the indicated treatment, the indicated cells were seeded on coverslips and allowed the indicated recovery time. Cells were then either permeabilized in CSK buffer with 0.5% triton-X for 5 minutes then fixed in 4% PFA for 10 minutes, or fixed in 4% PF1 for 10 minutes first and then permeabilized with 0.5% triton-X for 10 minutes in PBS buffer. Cells were blocked in PBS with 15% FBS for one hour then immunostained for one hour or overnight with the indicated primary antibodies in PBS with 15% FBS. Cells were then incubated with secondary antibody (Alexa Fluor 488 or 555 mouse or rabbit, Invitrogen) for one hour before being mounted onto slides using DAPI Fluoromount-G® (SouthernBiotech, 0100–20). The percentage of cells showing cytoplasmic BRCA1 or BARD1 localization in Figures 3A, 3C, and 3E was counted from 100 cells per replica with three replicas and significance between groups calculated using a paired one-tailed t test. In Figure S3A, the indicated number of cells had fluorescence quantified using using ImageJ. Statistical analysis between the groups was done via a two-way ANOVA using GraphPad Prism 7. In Figure S5K, cells were counted in triplicate and percentage of RAD51 localization with FokI/GFP foci was determined. Statistical analysis between the groups was done via a two-way ANOVA using GraphPad Prism 7. Most images were captured on a Zeiss Observer Z1 microscope using AxioVision Rel 4.8 software at 63x magnification. Cells in Figures S3A and S5K were visualized for using the Leica SP8 inverted confocal microscope at 63X magnification.

RT-qPCR

Briefly, cells were first lysed with TRIzol. 200 μL of chloroform was added per mL of TRIzol then set on a rocker for 15 minutes at room temperature. The samples were centrifuged for 15 minutes at 12k rpm at room temperature and the aqueous phase collected. A 1:1 volume of isopropanol was added to the aqueous phase then allowed to incubate for 2 hours on ice. The samples were again centrifuged for 15 minutes at 12k rpm to pellet the RNA. The RNA was washed once with 75% ethanol and allowed to air-dry before being resuspended in nuclease-free water. cDNA was then created using an OligoT kit (18080–051; Invitrogen) using a C1000© Thermal Cycler (Bio-Rad). Taqman probes to each DNA sequence of interest were then used for qPCR. The probes used were: BRCA1 (TaqMan Hs01556193_m1; ThermoFisher), BARD1 (TaqMan Hs00957646_m1; ThermoFisher), and GAPDH (TaqMan Hs99999905_m1; ThermoFisher). Each experiment was done in triplicate with four internal replicates per sample. qPCR was performed on a 7500 Fast Real-Time PCR system (ThermoFisher). Results were analyzed using a paired two-tailed t test using GraphPad Prism 7.

Knock down

Knockdowns were done using RNAi Max reagent (Invitrogen) and performed per the manufacturer’s instructions. Cells would be split after 24 hours of incubation and allowed to recover for a further 48 hours. The following siRNAs were used: BRCA1 (M-003461-02; Dharmacon). SIRT2-1 (D-004826-05; Dharmacon) and SIRT2-2 (s105116657; QIAGEN).

Cell cycling

24 hours after siRNA transfection, 400,000 HCT116 cells were plated on a 60 mm plate. On day 2, the 24-hour release cells were treated with 500 μM mimosine. On day 3, the mimosine was removed from the 24-hour release condition with 2x washes of PBS and media with a 1/50,000 dilution of 10 mg/mL nocodazole, while the 0-hour and 7-hour conditions were treated with 500 μM mimosine. On day 4, the 7-hour condition was released with 2x washes of PBS with 1/50,000 dilution of 10 mg/mL nocodazole, and all samples were harvested at the same time. The samples were then split into two for flow and western analysis.

Plasmids

The following plasmids were used: HA-BRCA1 is 1xMyc-3xHA-BRCA1 in the pcDNA3.1 backbone, where HA-BRCA1 C61G was made from the same plasmid by the Emory Integrated Genomics Core. GFP-BARD1 was kindly provided by Dr. Xiaochun Yu and made has been described previously (Li and Yu, 2013). BRCA1 fragments, including 167 BRCA1 and 14KR, were generously provided by Dr. Yanfen Hu and are as previously described (Lu et al., 2007). His-SIRT2 was a kind gift from Dr. Michael Tainsky’s lab and has been previously described (Dryden et al., 2003). SIRT2-FLAG WT is from Dr. Eric Verdin (Addgene 13813) and H187Y is a derivative. FLAG-BARD1 WT, 1-202, Δ34-126, and BARD1 antiserum 59P were graciously provided by Dr. Richard Baer (Laufer et al., 2007; Wu et al., 1996).

QUANTIFICATION AND STATISTICAL ANALYSIS

Statistical details of each experiment can be found in the Figure Legends. The number of experimental replicates are indicated in the figure legends or outlined in the Method Details. Statistical comparisons included one- and two-way ANOVA and Student’s t test as specified in the Figure Legends using Prism software (GraphPad version 7.04) or Excel. Statistical significance was set at * indicates p < 0.05, ** indicates p < 0.01, *** indicates p < 0.005. Data presented in graphs are mean and SD from three replicas are shown unless stated otherwise.

KEY RESOURCES TABLE

REAGENT or RESOURCESOURCEIDENTIFIER
Antibodies
Mouse monoclonal anti-BRCA1AbcamCat# ab16780; RRID: AB_2259338
Rabbit polyclonal anti-BARD1BethylCat# A300-263A; RRID: AB_2061250
Rabbit polyclonal anti-SIRT2ThermoFisher custom made; This paperN/A
Chemicals, peptides, and recombinant proteins
AGK2SelleckchemCat#S7577
MG132Sigma-AldrichCat#1211877-36-9
Critical commercial assays
SuperScript III First-Strand Synthesis SystemInvitrogenCat#18080-051
Experimental models: Cell lines
Human: HEK293TATCCCRL-3216
Human: HCT116ATCCCCL-247
Human: U2OS-265 mCherry-LacI-FokILaboratory of Roger Greenberg (Shanbhag and Greenberg, 2013)N/A
Human: U2OS DR-GFPLaboratory of Jeremy Stark (Pierce et al., 1999)N/A
Recombinant DNA
GFP-BARD1Laboratory of Xiaochun Yu (Li and Yu, 2013)N/A
FLAG-BARD1 WT, 1-202, Δ34-126Laboratory of Richard Baer (Laufer et al., 2007)N/A
SIRT2-FLAGLaboratory of Eric VerdinAddgene 13813
1xMyc-3xHA-BRCA1 pcDNA3.1Scully et al., 1997N/A
GFP-BARD1 3KR and 3KQThis paperN/A
BRCA1 FragmentsLaboratory of Yanfen Hu (Lu et al., 2007)N/A
Software and algorithms
GraphPad Prism 7GraphPad Softwarehttps://www.graphpad.com/
ImageJSchneider et al., 2012https://imagej.nih.gov/ij/
FlowJoFlowJo, LLC, BD Bioscienceshttps://www.flowjo.com/solutions/flowjo
Other
Human: SIRT2-1 siRNADharmaconCat#D-004826-05
Human: SIRT2-2 siRNAQIAGENCat#s105116657
Human: BRCA1 siRNADharmaconCat#M-003461-02
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