Skip to main content
UKPMC Funders Author Manuscripts logoLink to UKPMC Funders Author Manuscripts
. Author manuscript; available in PMC: 2015 Jul 9.
Published in final edited form as: Science. 2015 Jan 9;347(6218):185–188. doi: 10.1126/science.1261971

PAXX, a paralog of XRCC4 and XLF, interacts with Ku to promote DNA double-strand break repair**

Takashi Ochi 1,#, Andrew N Blackford 2,#, Julia Coates 2, Satpal Jhujh 2, Shahid Mehmood 3, Naoka Tamura 4, Jon Travers 2, Qian Wu 1, Viji M Draviam 4, Carol V Robinson 3, Tom L Blundell 1,*, Stephen P Jackson 1,2,5,*
PMCID: PMC4338599  EMSID: EMS61498  PMID: 25574025

Abstract

XRCC4 and XLF are two structurally-related proteins that function in DNA double-strand break (DSB) repair. Here, we identify human PAXX (PAralog of XRCC4 and XLF; also called C9orf142) as a new XRCC4-superfamily member, and show that its crystal structure resembles that of XRCC4. PAXX interacts directly with the DSB-repair protein Ku and is recruited to DNA-damage sites in cells. Using RNA interference and CRISPR-Cas9 to generate PAXX−/− cells, we demonstrate that PAXX functions with XRCC4 and XLF to mediate DSB repair and cell survival in response to DSB-inducing agents. Finally, we reveal that PAXX promotes Ku-dependent DNA ligation in vitro, and assembly of core non-homologous end-joining (NHEJ) factors on damaged chromatin in cells. These findings identify PAXX as a new component of the NHEJ machinery.


DNA double-strand breaks (DSBs) are toxic lesions that arise in cells exposed to agents such as ionizing radiation (IR), and are also generated as intermediates during V(D)J (variable, diversity, joining) and class-switch recombination at immune-receptor gene loci (1). If unrepaired or repaired incorrectly, DSBs cause cell death or genome instability, and defects in DSB repair components cause hereditary disorders with symptoms including immunodeficiency, neurodegeneration, infertility and/or increased cancer predisposition (2). A key DNA repair pathway is non-homologous end-joining (NHEJ), which involves initial recognition of a DSB by the Ku70-Ku80 heterodimer followed by the assembly of additional factors including the DNA-dependent protein kinase catalytic subunit (DNA-PKcs), X-ray cross-complementing protein 4 (XRCC4) and XRCC4-like factor (XLF; also called Cernunnos), with XRCC4 playing a prime role in recruiting DNA ligase IV (LIG4) to carry out the DSB-joining reaction (3).

XRCC4 and XLF, together with spindle-assembly abnormal protein 6 (SAS6), comprise a homologous superfamily of structurally-related proteins (4). To identify other members of this protein superfamily, we used a bioinformatics approach, which suggested that the 22-kDa human protein, C9orf142, could be an XRCC4 paralog (Table S1 and S2). While displaying little overall primary sequence similarity, sequence alignments indicated that the N-terminal portion of C9orf142 contains the present-in-SAS6 (PISA) motif that is conserved throughout the XRCC4 superfamily (5), and shares a conserved tryptophan in this motif with XRCC4 and XLF (Fig. 1A and Fig. S1A). We have therefore named this previously uncharacterized protein PAXX (PAralog of XRCC4 and XLF). While having a wide evolutionary distribution (Fig. S1B), we could not identify PAXX orthologs in insects or fungi.

Fig. 1.

Fig. 1

Crystal structure of PAXX. (A) Domain architecture of human PAXX and other XRCC4-superfamily members. Sequence identities between human PAXX and XRCC4, XLF and SAS6 are 10.9, 11.2 and 10.1% respectively. (B) Structure of a PAXX dimer with the two polypeptide chains shown in cyan and pink. The N- and C-termini of the structure are indicated as N-ter and C-ter respectively. (C) Residues mediating the PAXX dimerization interface, with β-sheet sandwich-like packing between protomers in adjacent asymmetric units. The packing of each strand from different protomers is shown in surface and stick representations. Black dotted lines are hydrogen bonds between side-chain pairs (S95 and S99, T97 and T97, S99 and S95) and between the side-chain of D108 of each protomer with the main chain of A104 of the adjacent protomer in the crystals. (D) ES-MS profile showing that PAXX1-204 is a dimer. Three charge states are observed for the dimer. The main charge state 13+ is labeled in the mass spectrum. (E) Comparison of XRCC4-superfamily members. The head domains of PAXX (cyan), XRCC4 (silver), XLF (magenta) and SAS6 (lime) are superimposed.

We solved crystal structures of PAXX residues 1-145, 1-166 and the full-length protein (PAXX1-145, PAXX1-166 and PAXX1-204) at resolutions of 2.46, 2.35 and 3.45 Å respectively (Table S3). PAXX residues 1-113 form a head domain that is structurally closely related to those of XRCC4, XLF and SAS6 (6-11) (Fig. 1, A and B). This is followed by a 31-amino-acid α-helix, forming a coiled-coil with the other protomer to make a PAXX homodimer (in the asymmetric unit) in a similar manner to the dimeric interfaces formed by XRCC4, XLF and SAS6. Contacts within the PAXX crystal indicate that the protein has potential to form higher-order protein filaments with similarities to those of its paralogs (Fig. S2A), in which two β-sheets, each comprising strands β5-β7 from different PAXX dimers, form a β-sandwich around a dyad axis running between the sheets and orthogonally to the strands (Fig. 1C). However, small angle X-ray scattering (SAXS) data of PAXX1-145 in solution are well explained by the scattering curve calculated from the structure of the dimer of the construct (Fig. S2B), and electrospray mass spectroscopy confirmed that PAXX predominantly forms dimers in solution under the conditions used (Fig. 1D and Table S4). These data thus suggest that the preferred native state for PAXX is a dimer. While our analyses indicate that the conformation of PAXX is distinct from those of other XRCC4-superfamily members, its overall structural properties most resemble those of XRCC4 (Fig. 1E and S2C).

To gain insights into PAXX function, we expressed green-fluorescent protein (GFP), GFP-tagged wild-type (WT) PAXX and GFP-tagged C-terminally truncated PAXX1-145 in human 293FT cells, purified these and identified potential binding partners by mass spectrometry. This revealed that the only proteins that bound GFP-PAXXWT but not GFP-PAXX1-145 or GFP corresponded to Ku70 and Ku80. Immunoprecipitation and western blot analyses confirmed this interaction and established that endogenous PAXX and Ku interact (Fig. 2, A and B). Also, in reciprocal experiments Ku70 (GFP-tagged at its endogenous gene locus) interacted with PAXX (Fig. S3A). Given that GFP-PAXX1-145 did not interact with Ku and because the extreme C-terminus of PAXX has been highly conserved through evolution (Fig. 2C), we speculated that PAXX C-terminal residues might mediate Ku binding. To test this, we synthesized a biotinylated peptide encompassing PAXX residues 177-204 and found that it specifically retrieved two major proteins that were identified by mass spectrometry to be Ku70 and Ku80 (Fig. 2D); this was confirmed by western blotting (Fig. S3B). Furthermore, mutating two of the most highly conserved residues in the PAXX C-terminus (V199 and F201) to alanine in GFP-PAXXWT or biotinylated PAXX177-204 abolished interaction with Ku (Fig. 2E and S3B). In line with these findings, addition of PAXX177-204 peptide to cell lysates inhibited the interaction of PAXX with Ku (Fig. S3C), and surface-plasmon-resonance (SPR) studies with purified proteins established that DNA-bound Ku and PAXXWT interacted directly, while PAXXV199A/F201A did not bind to Ku-DNA detectably (Fig. S3, D and E). Thus, PAXX binding to Ku-DNA is direct and is mediated by the PAXX C-terminus.

Fig. 2.

Fig. 2

The PAXX C-terminus interacts with Ku. (A) GFP-pulldowns showing that GFP-PAXXWT but not GFP-PAXX1-145 transiently overexpressed in 293FT cells interacts with Ku. (B) Co-IP from HeLa nuclear extracts showing that endogenous PAXX and Ku interact. (C) Sequence alignment of the C-termini of PAXX orthologs. Conserved residues are indicated with reverse shading and similar residues are highlighted in grey. (D) Peptide pulldowns from HeLa nuclear extracts using control (H2AX) or PAXX177-204 peptides analysed by silver staining. “M” represents protein markers, and numbers represent molecular weights in kDa. (E) GFP-pulldown showing that PAXX residues V199 and F201 are required for Ku binding in the context of full-length PAXX.

In vivo, PAXX was predominantly nuclear (Fig. S4, A and B), and GFP-PAXX localized to DNA damage generated by laser micro-irradiation of live cells (Fig. 3A). To test if PAXX might be involved in DSB repair by NHEJ, we depleted human U2OS cells of PAXX using multiple small-interfering RNAs (siRNAs; Fig. S4C), then performed clonogenic survival assays after exposing the cells to IR. Cells in which PAXX was depleted were significantly more radiosensitive than control cells, displaying similar sensitivities to cells depleted of XRCC4 (Fig. 3B and S4D). Furthermore, expression of PAXXWT but not PAXXV199A/F201A restored IR resistance in PAXX-depleted cells (Fig. 3B). As PAXXV199A/F201A is impaired for Ku binding, these data support a model in which the PAXX-Ku interaction is crucial for PAXX function in DNA repair.

Fig. 3.

Fig. 3

PAXX is required for DSB repair in human cells. (A) GFP-tagged PAXX accumulates at sites of laser micro-irradiation in U2OS cells. White arrowheads indicate the path of the laser used to induce DSBs. (B) Clonogenic survival assay showing that PAXX depletion in U2OS cells causes radiosensitivity and that this is rescued by exogenous expression of PAXXWT but not PAXXV199A/F201A. In this experiment and those below, error bars represent the standard error of the mean (SEM) from 3 independent experiments. (C) Clonogenic survival assay showing that PAXX−/− cells are radiosensitive and that PAXX loss is epistatic with XRCC4 depletion. (D) PAXX−/− cells display persistent γ-H2AX foci after IR. Cells with >5 foci were scored as positive, and were co-stained with Cyclin A to eliminate S and G2 cells from analysis. At least 100 cells were scored per condition. “cl.” indicates clone number. (E) PAXX is required for cellular DSB repair as measured by neutral comet assay. R/D ratios represent mean tail length of cells treated with 40 μg/ml phleomycin for 2 hours and allowed to recover (R) for 2 hours over mean tail length of cells damaged (D) for 2 hours without recovery.

To verify and extend the above conclusions, we used CRISPR-Cas9 gene-editing (12) in non-transformed human RPE-1 cells to generate PAXX−/− clones (Fig. S5). Like siRNA-treated U2OS cells, PAXX−/− cells were hypersensitive to IR and the radiomimetic drug phleomycin (Fig. 3C and Fig. S6B). Furthermore, by depleting XRCC4 or XLF in PAXX+/+ or PAXX−/− cells (Fig. S6C), we established that combined loss of PAXX and XRCC4, or PAXX and XLF, did not cause IR sensitivity greater than that of PAXX−/− cells or cells depleted of XRCC4 or XLF alone (Fig. 3C and Fig. S6D), implying that PAXX functions epistatically with XRCC4 and XLF to promote IR resistance via classical NHEJ. Given that NHEJ-deficient cells display defective resolution of IR-induced γH2AX foci, we compared the appearance and disappearance of these foci by immunofluorescence microscopy in PAXX+/+ and PAXX−/− cells. While PAXX loss did not impair γH2AX focus formation, we observed a significant defect in γH2AX focus resolution in multiple PAXX−/− clones (Fig. 3D). Furthermore, both PAXX−/− RPE-1 and PAXX-depleted U2OS cells were impaired in repairing DSBs as measured by neutral comet assays (Fig. 3E and Fig. S6E), and PAXX-depleted U2OS cells were also defective in random-plasmid integration, which occurs through NHEJ events (Fig. S6F) (13). As with other NHEJ factors such as XRCC4, PAXX loss did not impair checkpoint signaling (Fig. S7, A and B).

Subsequent biochemical investigations established that, while not binding DNA detectably on its own, PAXX retarded the electrophoretic mobilities of DNA complexes containing two Ku molecules (Fig. 4A and Fig. S8A-C). Furthermore, such binding was abrogated in the presence of a large excess of PAXX177-204 peptide, or when the extreme PAXX C-terminal region was absent or contained alanine substitutions of V199 and F201 (Fig. 4A and S8D). We next tested whether PAXX affected DNA ligation by LIG4 in vitro in a manner dependent on its ability to bind Ku. Indeed, PAXXWT but not PAXXV199A/F201A markedly stimulated double-stranded DNA ligation in reactions containing the XRCC4/LIG4 complex, but only in the presence of Ku (Fig. 4B). We speculated that PAXX might act as a scaffold to stabilize two Ku heterodimers at DNA ends and thus promote assembly and/or stability of the NHEJ machinery at DSB sites. To test this, we treated PAXX+/+ and PAXX−/− cells with phleomycin and examined the association of NHEJ proteins with chromatin by western blotting. This revealed that PAXX deficiency produced substantial defects in the ability of Ku, DNA-PKcs, XRCC4 and XLF to assemble on chromatin in response to DNA damage, without affecting the overall levels of these proteins (Fig. 4C and S8E).

Fig. 4.

Fig. 4

PAXX promotes NHEJ in vitro and stabilizes NHEJ proteins on damaged chromatin. (A) EMSA of Ku and PAXX derivatives with 50-bp 6-FAM(6-carboxyfluorescein)-labelled DNA. 200 nM PAXX and 20 nM Ku were added where indicated. (B) Stimulation of DNA-end ligation by PAXX. 50 ng of pcDNA3.1(-) digested by EcoRV was incubated with XRCC4/LIG4 (25 nM), Ku (25 nM), PAXX (250 nM) and PAXXV199A/F201A (250 nM) as indicated (left). Ligation efficiency (right) was calculated as a percentage of ligated plasmid from four independent assays. (C) Chromatin fractionation of PAXX+/+ and PAXX−/− cells treated with phleomycin as indicated. Note that DNA-damage-dependent chromatin recruitment of proteins such as RPA, that function in DNA repair pathways other than NHEJ, were unaffected by PAXX loss. (D) Model of PAXX in NHEJ. Two Ku-bound DNA-ends are bound by a PAXX dimer via its C-termini, which stabilizes the NHEJ machinery to promote DNA-end ligation.

In conclusion, we have identified and characterized a novel XRCC4-superfamily member, PAXX. We have shown that PAXX binds Ku and promotes DSB repair at the biochemical and cellular levels and stabilizes NHEJ-protein assembly at DSB sites (Fig. 4D), thus establishing PAXX as a hitherto uncharacterized NHEJ factor.

Materials and Methods

Construct design and purification

The synthesised cDNA of human PAXX (C9orf142) optimised for Escherichia coli expression (Life Technologies) was cloned into the pHAT4 vector (14), with a hexa-histidine tag followed by a TEV cleavage site used for PAXX1-145, PAXX1-166 and PAXX1-204, or into pGAT3 vector (a gift from Dr. M. Hyvönen), with a hexa-histidine tag followed by a GST tag and a TEV cleavage site used for PAXX1-190 and PAXX1-204. The pGAT3 vector carrying the PAXX1-204 open-reading frame (ORF) was used for site-directed mutagenesis to produce PAXXV199A, PAXXF201A and PAXXV199A/F201A. The coding regions of PAXX1-204 and PAXXV199A/F201A were amplified from the vectors by PCR and cloned into the pcDNA3.1(−) vector (a gift from Dr. V. Bolanos-Garcia) together with GFP or FLAG tags using In-Fusion (Clontech). Vectors were sequenced by the DNA-sequencing facility, Department of Biochemistry, University of Cambridge. Bacterial expression vectors were transformed into BL21(DE3) (New England Biolabs). PAXX derivatives with 6×His tags only were purified by Ni-affinity column and gel filtration. PAXX1-166 and PAXX1-204 were further purified by cation-exchange chromatography. Derivatives with GST tags were purified by GST-affinity column, Ni-affinity column and gel filtration chromatography. All tags were cleaved by TEV after the first chromatography step. Proteins were stored in final buffer 20 mM Tris-HCl pH 7.5, 100 mM NaCl, 2 mM DTT) at −80 °C. Bands from the final SDS-PAGE gels were analyzed using mass spectroscopy by Dr. L. Packman (PNAC facility, Department of Biochemistry, University of Cambridge) or Dr. B. Kessler (Target Discovery Institute, University of Oxford). Purification of XRCC4/LIG4 was carried out as described previously (15). The co-expression vector of Ku was a generous gift from Dr. L. Hanakahi (Johns Hopkins University), and protein expression and purification were carried out as described (16). However, the lysis step was modified and an additional gel filtration step was added at the end. For lysis, wet cell pellet was suspended in 5 ml/g of cells in 50 mM sodium phosphate buffer pH 7.5, 150 mM NaCl, 5% (v/v) glycerol, 2 mM 2-mercaptoethanol, 10 μg/ml of RNase, 20 μg/ml of DNase supplied with cOmplete, EDTA-free protease inhibitor cocktail (Roche). Lysate was incubated at 4 °C at 30 min after the re-suspended cells were sonicated. Lysate was diluted 5-fold to make the final lysis buffer (50 mM sodium phosphate buffer pH 8.0, 1 M NaCl, 10% (v/v) glycerol, 400 mM ammonium acetate, 2 mM 2-mercaptoethanol, 10 mM imidazole, protease inhibitor cocktail). Debris was removed by centrifuging at 25,000 × g for 30 min, 4 °C. For gel filtration, Ku eluted from 5 ml HiTrap heparin HP column (GE Healthcare) was concentrated and loaded onto Superdex200 16/60 or 10/300 (GE Healthcare), which was equilibrated with 20 mM HEPES pH 7.5, 500 mM NaCl, 5% (v/v) glycerol, 2 mM DTT, depending on sample volumes. A single peak containing Ku heterodimer was collected and diluted 5-fold with 20 mM HEPES pH 7.5, 100 mM NaCl, 5% (v/v) glycerol, 2 mM DTT. The sample was concentrated, analyzed by SDS-PAGE (Fig. S8A), and stored at −80 °C after being snap-frozen in liquid nitrogen.

Crystallisation and structure determination

10 mg/ml of a) PAXX1-145, b) PAXX1-166 and c) PAXX1-204 were crystallized at 18 °C in the following conditions respectively: a) 1.4-1.6 M ammonium sulphate, 100 mM Tris-HCl pH 7.6-8.4; b) 1.5 M ammonium sulphate, 12-15% (v/v) glycerol, 100 mM Tris-HCl pH 8.2-8.8; and c) 1 M sodium malonate pH 6.0, 1% (v/v) 1,4-dioxane. The derivative crystals of PAXX1-145 were prepared by soaking crystals in the crystallization solution with 1 mM KAu(CN)2 for 120 min and by back-soaking in the crystallization solution for 120 min. Native and derivative crystals were then cryo-protected in crystallization solutions containing 30% (v/v) glycerol before flash freezing in liquid nitrogen. X-ray diffraction data were collected at I03 in the Diamond Light Source (Oxford, UK). Collected data were processed by XDS (17) and scaled using Aimless (18) (Table S3). The phenix.autosol module of PHENIX suite (19) was used to calculate experimental phases for structure factors by SAD method (FOM: 0.311 and overall score: 49.85). The initial model was built using the phenix.autobuilt module and used to solve the structure of PAXX1-166 by molecular replacement using the phenix.phaser module because the diffraction data quality of PAXX1-166 was better than that of PAXX1-145 (Table S3). The placed model was manually and computationally refined using Coot (20) and the phenix.refine module against the native data set of PAXX1-166 until the improvement of the model converged (Table S3). The structural model was used to calculate phases of structure factors of PAXX1-204 datasets by molecular replacement using the phenix.phaser module. Model building and refinement were performed in a similar manner to those of PAXX1-166 (Table S3). The constructs crystallized in the same space group with similar cell parameters (Table S3) and with very similar crystal packing. Due to their being disordered, PAXX residues after 145 were not observed in the crystal structures.

Electrospray mass spectroscopy

Prior to MS analysis, samples were buffer exchanged into 200 mM ammonium acetate (pH 7.8) using micro biospin 6 columns (BioRad). Mass spectra were obtained on a Q-ToF mass spectrometer previously modified for high-mass transmission (21). The samples were introduced using a method to preserve noncovalent interactions (22). The mass spectra were obtained under following instrumental conditions: sample cone 100 V, capillary voltage 1500 V, extractor cone 10 V, collision cell energy 10 V, source backing pressure 4.5 × 10−3 mbar. Measured molecular weights of PAXX1-145 and PAXX1-204 are shown in Table S4.

Small angle X-ray scattering (SAXS)

SAXS data of 2-10 mg/ml of PAXX1-145 were collected at I22 of Diamond Light Source. Data collection was carried out at 5 °C using a BIOSAXS robot. Buffer (20 mM Tris-HCl pH 7.5, 100 mM NaCl, 2 mM DTT) and each sample was exposed to the beam alternately in 20 frames of 1 s. Scattering intensities were measured using the Pilatus 2M detector at 3.2 m distance. Data reduction was carried out using DAWN. ScÅtter (http://www.bioisis.net/) was used to merge 2 and 10 mg/ml scattering data of the construct. The samples were shown to be monodisperse by checking Guinier plots in the Guinier region generated using ScÅtter (Figure S9A). The distance distribution function (Figure S9B) and Rg (Table S4) of the construct was calculated from the merged data using GNOM (23). The complete model of PAXX1-145, in which missing side chains and loops were added, was created using Modeller (24), and scattering intensities of the model were simulated and compared with measured intensities using CRYSOL (25). Ten individual models of PAXX1-145 created using DAMMIN (26) with the no-symmetry operation were superimposed and averaged using SUPCOMB (27) and DAMAVER (28) (normalized spatial discrepancy: 0.566). The UCSF Chimera package (29) was used to visualize the averaged DAMMIN model and to fit crystallographic models into the envelopes.

Cells, siRNAs and transfections

293FT, U2OS and HeLa cells were cultured in Dulbecco’s modified Eagle (DME) medium (Sigma-Aldrich) supplemented with 10% fetal bovine serum (BioSera), 2 mM L-glutamine, 100 units/ml penicillin and 100 μg/ml streptomycin (Sigma-Aldrich). RPE-1 cells were cultured in DME/F12 1:1 medium supplemented as above and additionally buffered with 0.2% Na(CO3)2. Stable U2OS and RPE-1 lines were established by selection in medium containing 500 μg/ml G418 (Life Technologies). RPE-1 cells expressing GFP or GFP-Ku70 from the endogenous locus were generated previously (30). Plasmids were transfected into cells using Lipofectamine 2000 (Life Technologies) or by electroporation using the Neon system according to the manufacturer’s instructions (Life Technologies). siRNAs were transfected using Lipofectamine RNAiMAX (Life Technologies) according to the manufacturer’s instructions, with the following sense sequences: siCtrl (targeting firefly luciferase), 5′-CGUACGCGGAAUACUUCGA-3′; siPAXX-1, 5′-CAGGAGAGUCGCUCAUCAA-3′; siPAXX-2, 5′-UAACACGGCUCCUCAAAUU-3′; siXRCC4, 5′-AUAUGUUGGUGAACUGAGA-3′, siXLF 5′-CGCUGAUUCGAGAUCGAUUGA-3′.

Antibodies, SDS-PAGE and western blotting

Whole cell extracts were obtained by washing cells in phosphate-buffered saline (PBS) before lysis in SDS loading buffer (2% SDS, 10% (v/v) glycerol, 25 mM TCEP and 62.5 mM Tris-HCl, pH 6.8). Extracts were heated at 95 °C for 5 min, followed by shearing with 10 strokes through a 25G needle. Protein concentrations were determined by Bradford assay (Bio-Rad) or NanoDrop (Thermo Scientific). SDS-PAGE and western blotting were performed using the Novex NuPAGE SDS-PAGE gel system (Life Technologies) or the SE400 and TE42 systems from Hoefer. The following antibodies were used at the indicated dilutions: CHK1 (sc8408, Santa Cruz Biotechnology, 1/1000), CHK1-pS345 (2348, Cell Signaling Technology, 1/10,000), CHK2-pT68 (2661, Cell Signaling Technology, 1/500), DNA-PKcs (MS-369-P1, Thermo Scientific, 1/200), GFP (11814460001, Roche, 1/5000), γH2AX (05-636, Millipore, 1/1000), H3 (ab1791, Abcam, 1/50,000), H3-pS10 (ab14955, Abcam, 1/5000), Ku70 (ab3114, Abcam, 1/1000), Ku80 (MS-285-P1, Thermo Scientific, 1/2000), p21 (sc397, Santa Cruz Biotechnology, 1/1000), p53 (554293, BD Biosciences, 1/6000), PAXX (ab126353, Abcam, 1/500), RPA1, (A300-241A, Bethyl Laboratories, 1/1000), TopBP1 (A300-111A, Bethyl Laboratories, 1/5000), XLF (ab33499, Abcam, 1/650) and XRCC4 (ab145, Abcam, 1/3000).

Immunofluorescence of fixed cells

For analyses of γH2AX foci, cells grown on glass coverslips were treated with 2 Gy of IR delivered by a CellRad system (Faxitron). Cells were fixed in 2% paraformaldehyde for 15 min at room temperature, permeabilized with PBS/0.2% Triton X-100 for 5 min and blocked with blocking buffer (5% BSA (w/v) and 0.1% Tween-20 in PBS). Cells were incubated with the following primary antibodies: γH2AX (05-636, Millipore, 1/1000) and Cyclin A (sc-751, Santa Cruz Biotechnology, 1/200), followed by secondary antibodies and 1 μg/ml DAPI in blocking buffer. Images were acquired using an Olympus FluoView 1000 confocal microscope. For analyses of centrosomal localization, HeLa cells grown on glass coverslips were transfected with pcDNA3.1(−) encoding Flag-PAXX and 24 hours later fixed with methanol at 4 °C for 1 min. Cells were blocked with blocking buffer and incubated with the following primary antibodies: Flag (F7425, Sigma-Aldrich, 1/250) and γ-tubulin (T5326, Sigma-Aldrich, 1/500) followed by secondary antibodies and 0.5 μg/ml DAPI in blocking buffer. Images were acquired using an Applied Precision DeltaVision core microscope equipped with a Mercury 100 W lamp and CoolSnap HQ camera (Photometrics).

Peptide pulldown assays

Biotinylated PAXX177-204 and PAXX177-V199A/F201A-204 peptides were synthesised (Biomatik) and 250 μg was incubated with 400 μg of Dynabeads M-280 streptavidin (Life Technologies) equilibrated with 150 μl of TBS supplied with 0.1% (v/v) Igepal CA-630 at 4 °C for 1 hour. A peptide corresponding to the C-terminus of H2AX was used as a control (31). After washing with buffer six times, beads were suspended in 100 μl of buffer P1 (50 mM Tris-HCl pH 8.0, 300 mM NaCl, 10% (v/v) glycerol, 5 mM NaF, 1 mM EDTA, 0.2% (v/v) Igepal CA-630, 1× cOmplete Protease Inhibitor Cocktail, EDTA free (Roche)). Beads were added to 500 μl of HeLa nuclear extract (Cilbiotech), which was diluted with the same volume of P1 and centrifuged at 17,200 × g, 4 °C for 1 min. The mixture was incubated at 4 °C for 3 hours and washed with P1 six times before 10 μl of 3× SDS-PAGE sample loading buffer was added. Pulldown samples were analysed by SDS-PAGE and the gel was visualized with silver stain (Pierce). Bands were analysed by GELC-MS/MS at the Cambridge Centre for Proteomics.

Immunoprecipitations

For preparation of lysates for immunoprecipitations (IPs), cells were washed twice in PBS, and lysed in IP buffer (100 mM NaCl, 0.2% (v/v) Igepal CA-630, 1 mM MgCl2, 10% (v/v) glycerol, 5 mM NaF, 50 mM Tris-HCl, pH 7.5), supplemented with cOmplete EDTA-free protease inhibitor cocktail (Roche) and 25 U/ml Benzonase (Novagen). After nuclease digestion, NaCl and EDTA concentrations were adjusted to 300 mM and 2 mM, respectively, and lysates were cleared by centrifugation. Where appropriate, antibodies were added to a final concentration of 1 μg/mg lysate and incubated for 2 hours at 4 °C. Lysates were then incubated with 10 μl of GFP-Trap agarose beads (ChromoTek) or 20 μl of protein G Sepharose (GE Healthcare) for 2 hours with end-to-end mixing at 4 °C. Beads were washed five times in IP buffer before resuspension in 2x SDS loading buffer. 5% input lysate was loaded alongside unless otherwise stated.

Surface plasmon resonance

SPR experiments were performed using a Biacore T100 (GE Healthcare). 250 RU of 107 bp biotinylated DNA was immobilized using a wizard on channels 1 and 2 of an SA chip by following a recommended instruction (GE Healthcare). The DNA fragment was created using human LIG4 gene as template by PCR reaction using a forward primer (5′-ATATATCCATGGCTGCCTCACAAACTTCACAA-3′) and reverse primer (5′-biotin-TGCACGTCCTTTACTTTTCTGTAT-3′). 750 RU of Ku was then manually immobilized on the channel 2 at 5 μl/min in 20 mM Tris-HCl pH 7.5, 150 mM NaCl, 2 mM DTT, 0.005% (v/v) Tween-20. 5, 10, 20, 40 and 80 nM of PAXX1-204 or PAXXV199A/F201A was flowed through channels 1 and 2 at 30 μl/min, 25 °C for 60 s followed by washing with the buffer for 600 s using a kinetics wizard. A peptide-competition analysis was carried out in a similar way using 20 nM PAXX1-204 with and without 20 nM-2 μM of PAXX177-204 or 2 μM PAXX177-V199A/F201A-204 (Biomatik). The dissociation constant of Ku and PAXX was calculated by BIAevaluation (GE Healthcare) assuming the Ku heterodimer and PAXX homodimer interact in a one-to one ratio (Fig. S9C).

Generation of PAXX−/− cells by CRISPR-Cas9

The PAXX knock-out strategy is displayed in Fig. S5A. Guide RNAs (gRNAs) targeting exon 4 of the C9orf142 gene were selected using the Optimized CRISPR Design tool (http://crispr.mit.edu; (32)), with the following sequences: AGCCACAGCTTGCTGCTCAC (gRNA1) and AGCATCCCTGACGCTTTCAG (gRNA2). gRNA sequences were purchased as DNA oligonucleotides (Sigma-Aldrich) and cloned into pU6 gRNA cloning vector (a gift from Dr. W. Skarnes). The pMA-C9orf142 targeting vector (Fig. S5B) was constructed using the GeneArt plasmid construction service (Life Technologies). RPE-1 cells were transfected with pMA-C9orf142, human codon-optimized Cas9-D10A nickase (plasmid 41816, Addgene; (33)) and gRNA plasmids, and left to recover for 3 days before addition of selective medium containing 750 μg/ml G418. After 10 days, cells were selected based on GFP status using a MoFlo cell sorter (Beckman Coulter) and colonies were allowed to form from single cells. PAXX expression was analyzed by western blotting for 26 clones, of which 25 were found to have lost all detectable PAXX protein (data not shown). Genomic DNA (gDNA) from 2 cell clones was further analyzed by two rounds of PCR, firstly to confirm that the targeting cassette had integrated in the C9orf142 locus and secondly, to decipher the fate of the second, non-targeted allele. gDNA was extracted and purified using a QIAamp DNA Mini Kit (Qiagen) according to the manufacturer’s instructions. To confirm targeted integration of the cassette to replace the endogenous C9orf142 gene, the following primers were used: TTCTTGCCGAGCCTTGAACA (forward, primer 1) and GGACGACGGCAACTACAAGA (reverse, primer 2). To sequence the second allele, the following primers were used to amplify the region of the C9orf142 gene containing the Cas9 cut site: GCGGCTTCAACCTCTAGTGA (forward, primer 3) and TGTGGGAGGGTACCTCTTGA (reverse, primer 4). Primer 4 was used to sequence the PCR product to characterize the disruption event at the second allele. Results from these analyses are shown in Fig. S5C.

Clonogenic survival assays

Where appropriate, cells were transfected with siRNAs and left to grow for 3 days. Cells were treated with ionized radiation delivered by a CellRad machine (Faxitron) or phleomycin (Melford Laboratories) for 2 hours, followed by 3 washes in PBS. Cells were left to form colonies for 7–14 days, and colonies were stained with 0.1% (w/v) crystal violet in 20% (v/v) ethanol for counting. Results were normalized to plating efficiencies of untreated cells.

Neutral comet assays

Where indicated, cells were transfected with siRNAs and left to grow for 3 days. Cells were mock-treated or damaged with 40 μg/ml phleomycin for 2 hours. For the recovery samples, cells were washed twice with PBS and cultured for a further 2 hours after phleomycin treatment. Cells were washed twice in MgCl2/CaCl2-free (−/−) PBS (Life Technologies) and harvested by scraping. Cells were resuspended at an approximate concentration of 5 × 106/ml in (−/−) PBS, and 10 μl of resuspended cells were mixed with 90 μl of LMAgarose (Trevigen) at 37 °C, before being spotted onto GelBond Film (Lonza), covered with a 22-mm cover slide (VWR International) and left at 4 °C for 10 min. Cover slides were removed, and cells were incubated in lysis solution (Trevigen) at 4 °C for 1 hour. Cells were washed in 90 mM Tris borate, pH 8.3 and 2 mM EDTA (TBE) and subjected to electrophoresis at 35 V for 7 min in TBE. Samples were fixed in 70% ethanol for 5 min and left to dry overnight. DNA was stained with SYBR Green I (Life Technologies) in 10 mM Tris-HCl (pH 7.5) and 1 mM EDTA for 10 min, and left to dry overnight. Images were taken with an IX71 fluorescent microscope and Cell^F software (Olympus). Tail moments were measured using CometScore software (TriTek). Mean tail moments were measured and calculated from at least 50 cells per condition. Efficiency of DSB repair was determined as the mean tail moment ratio between DNA from recovered and damaged cells.

Random plasmid integration NHEJ assays

Two days after siRNA transfection, cells were transfected with BamHI/XhoI-linearized pEGFP-C1, before being plated at high and low densities the next day. Cells at high densities were treated with 1 mg/ml G418 1 day after plating, and colonies were allowed to grow for 10-14 days. Cells were stained with 0.1% (w/v) crystal violet in 20% ethanol for counting. Random plasmid integration events were normalized for plating efficiency and normalized to siCtrl samples to obtain final values for NHEJ efficiency.

Laser micro-irradiation and live cell imaging

Assays were performed as described previously (34).

Electrophoretic mobility shift assays (EMSAs)

50-bp dsDNA labelled with 6-FAM(6-carboxyfluorescein) was created by annealing a forward primer (5′-6FAM-TAAATGCCAATGCTGCTGATACGTACTCGGACTGATTCGGAACTGTAACG -3′) and reverse primer (5′-CGTTACAGTTCCGAATCAGTCCGAGTACGTATCAGCAGCATTGGCATTTA-3′). For the assays using the NHEJ ligase complex, 10 nM of 50-bp DNA was incubated with proteins as indicated in the main text in 20 mM Tris-HCl pH 7.5, 50 mM KCl, 5% (v/v) glycerol, 100 μM DTT, 10 μg/ml BSA. Samples were incubated at room temperature for 30 min and applied onto a 5% polyacrylamide gel in 0.5x TBE buffer for electrophoresis. DNA was visualized by Typhoon 9000 (GE Healthcare). The DNA-binding assay using pFastBacHTB digested with HindIII and BamHI was carried in a similar manner. The incubated samples were applied to a 0.8% (w/v) agarose gel in 0.5x TBE buffer for electrophoresis. DNA was stained with SYBR Gold (Life Technologies) and visualized using a UV imager.

DNA ligation assays

pcDNA3.1(-) was digested with EcoRV (New England BioLabs) and purified using NucleoSpin Gel and PCR Clean-up (Clontech). 50 ng of the digested plasmid was mixed with the indicated quantities of proteins in 20 μl of reaction buffer containing 25 mM Tris-HCl pH 7.5, 150 mM KCl, 1 mM MgCl2, 1 mM DTT, 10 μM ATP, 10% (w/v) PEG10,000, 10 μg/ml BSA. Mixtures were incubated at 37 °C for 5 min before initiating ligation by XRCC4/LIG4 at 37 °C for 30 min. The mixtures were incubated at 50 °C for another 30 min after adding 2 μl of a reaction-stop solution (100 mM EDTA, 0.1% (w/v) SDS) and 0.2 μl of 20 mg/ml Proteinase K. Reaction mixtures were applied onto 0.8% agarose gel in TBE buffer for electrophoresis. The gel was stained with SYBR Gold, visualized using a UV imager and quantified using GeneTools (Synegene).

Chromatin fractionation

Cells were mock-treated or treated for 1 hour with 300 μM phleomycin to induce large numbers of DSBs, before being harvested either at this point or after an additional 1-hour recovery period in phleomycin-free medium after three PBS washes. Cells were washed twice in ice-cold PBS, and pre-extracted twice for 3 min at 4 °C in CSK buffer (100 mM NaCl, 300 mM sucrose, 3 mM MgCl2, 0.7% Triton X-100, 10 mM PIPES, pH 7.0), supplemented with 0.3 mg/ml RNase A (Sigma-Aldrich). After pre-extraction, cells were washed 3 times in ice-cold PBS and harvested in SDS loading buffer for analysis by SDS-PAGE and western blotting.

Supplementary Material

Supplementary Material

Acknowledgments

T.O. and T.L.B. are supported by the Wellcome Trust. The Jackson lab is funded by Cancer Research UK (CRUK) program grant C6/A11224, the European Research Council and the European Community Seventh Framework Programme grant agreement no. HEALTH-F2-2010-259893 (DDResponse). Core infrastructure funding to the Jackson lab is provided by CRUK (C6946/A14492) and the Wellcome Trust (WT092096). S.P.J. receives his salary from the University of Cambridge, supplemented by CRUK. V.M.D. is a CRUK Career Development Fellow. The Draviam lab is funded by a CRUK CDA (C28598/A9787). We thank M. Hyvönen, V. Bolanos-Garcia and L. Hanakahi for reagents, K. Scott for her assistance with SPR, beamline scientists at I03 and I22 for their help at the Diamond Light Source, and J. Brown, K. Inoue, Y. Kimata, M. Lamers, B. Luisi, N. Lukashchuk, R. Nishi, C. le Sage, C. Schmidt and P. Wijnhoven for useful discussions and technical assistance. Crystallization and initial X-ray diffraction experiments were performed in the X-ray crystallographic facility at the Department of Biochemistry, University of Cambridge, with help from the Facility Manager, D. Chirgadze. PDB accession numbers of PAXX1-166 and PAXX1-204 are 3WTD and 3WTF respectively.

Footnotes

**

Publisher's Disclaimer: This manuscript has been accepted for publication in Science. This version has not undergone final editing. Please refer to the complete version of record at http://www.sciencemag.org/. The manuscript may not be reproduced or used in any manner that does not fall within the fair use provisions of the Copyright Act without the prior, written permission of AAAS.

References

  • 1.Jackson SP, Bartek J. The DNA-damage response in human biology and disease. Nature. 2009;461:1071–1078. doi: 10.1038/nature08467. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Woodbine L, Gennery A, Jeggo P. The clinical impact of deficiency in DNA non-homologous end-joining. DNA Repair. 2014;16:84–96. doi: 10.1016/j.dnarep.2014.02.011. [DOI] [PubMed] [Google Scholar]
  • 3.Williams G, et al. Structural insights into NHEJ: Building up an integrated picture of the dynamic DSB repair super complex, one component and interaction at a time. DNA Repair. 2014;17:110–120. doi: 10.1016/j.dnarep.2014.02.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Ochi T, Wu Q, Blundell T. The spatial organization of non-homologous end joining: From bridging to end joining. DNA Repair. 2014;17:98–109. doi: 10.1016/j.dnarep.2014.02.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Leidel S, Delattre M, Cerutti L, Baumer K, Gonczy P. SAS-6 defines a protein family required for centrosome duplication in C. elegans and in human cells. Nat. Cell Biol. 2005;7:115–125. doi: 10.1038/ncb1220. [DOI] [PubMed] [Google Scholar]
  • 6.Junop M, et al. Crystal structure of the Xrcc4 DNA repair protein and implications for end joining. EMBO J. 2000;19:5962–5970. doi: 10.1093/emboj/19.22.5962. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Sibanda B, et al. Crystal structure of an Xrcc4-DNA ligase IV complex. Nat. Struct. Biol. 2001;8:1015–1019. doi: 10.1038/nsb725. [DOI] [PubMed] [Google Scholar]
  • 8.Andres SN, Modesti M, Tsai CJ, Chu G, Junop MS. Crystal Structure of Human XLF: A Twist in Nonhomologous DNA End-Joining. Mol. Cell. 2007;28:1093–1101. doi: 10.1016/j.molcel.2007.10.024. [DOI] [PubMed] [Google Scholar]
  • 9.Li Y, et al. Crystal structure of human XLF/Cernunnos reveals unexpected differences from XRCC4 with implications for NHEJ. EMBO J. 2008;27:290–300. doi: 10.1038/sj.emboj.7601942. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.van Breugel M, et al. Structures of SAS-6 Suggest Its Organization in Centrioles. Science. 2011;331:1196–1199. doi: 10.1126/science.1199325. [DOI] [PubMed] [Google Scholar]
  • 11.Kitagawa D, et al. Structural basis of the 9-fold symmetry of centrioles. Cell. 2011;144:364–375. doi: 10.1016/j.cell.2011.01.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Hsu PD, Lander ES, Zhang F. Development and applications of CRISPR-Cas9 for genome engineering. Cell. 2014;157:1262–1278. doi: 10.1016/j.cell.2014.05.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Ahnesorg P, Smith P, Jackson SP. XLF Interacts with the XRCC4-DNA Ligase IV Complex to Promote DNA Nonhomologous End-Joining. Cell. 2006;124:301–313. doi: 10.1016/j.cell.2005.12.031. [DOI] [PubMed] [Google Scholar]

Materials and Methods References

  • 14.Peränen J, Rikkonen M, Hyvönen M, Kääriäinen L. T7 Vectors with a Modified T7lacPromoter for Expression of Proteins inEscherichia coli. Anal. Biochem. 1996;236:371–373. doi: 10.1006/abio.1996.0187. [DOI] [PubMed] [Google Scholar]
  • 15.Wang Y, Lamarche BJ, Tsai M-D. Human DNA Ligase IV and the Ligase IV/XRCC4 Complex: Analysis of Nick Ligation Fidelity. Biochemistry. 2007;46:4962–4976. doi: 10.1021/bi0621516. [DOI] [PubMed] [Google Scholar]
  • 16.Hanakahi LA. 2-Step purification of the Ku DNA repair protein expressed in Escherichia coli. Protein Expr. Purif. 2007;52:139–145. doi: 10.1016/j.pep.2006.10.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Kabsch W. Integration, scaling, space-group assignment and post-refinement. Acta Crystallographica. Section D, Biological crystallography. 2010;66:133–44. doi: 10.1107/S0907444909047374. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Evans PR. An introduction to data reduction: space-group determination, scaling and intensity statistics. Acta Crystallographica. Section D, Biological crystallography. 2011;67:282–292. doi: 10.1107/S090744491003982X. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Adams PD, et al. PHENIX: a comprehensive Python-based system for macromolecular structure solution. Acta Crystallographica. Section D, Biological crystallography. 2010;66:213–221. doi: 10.1107/S0907444909052925. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Emsley P, Lohkamp B, Scott WG, Cowtan K. Features and development of Coot. Acta Crystallographica. Section D, Biological crystallography. 2010;66:486–501. doi: 10.1107/S0907444910007493. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Sobott F, Hernández H, McCammon M, Tito M, Robinson C. A Tandem Mass Spectrometer for Improved Transmission and Analysis of Large Macromolecular Assemblies. Anal. Chem. 2002;74:1402–1407. doi: 10.1021/ac0110552. [DOI] [PubMed] [Google Scholar]
  • 22.Hernandez H, Robinson C. Determining the stoichiometry and interactions of macromolecular assemblies from mass spectrometry. Nat. Protoc. 2007;2:715–726. doi: 10.1038/nprot.2007.73. [DOI] [PubMed] [Google Scholar]
  • 23.Svergun DI. Determination of the regularization parameter in indirect-transform methods using perceptual criteria. J. Appl. Crystallogr. 1992;25:495–503. [Google Scholar]
  • 24.Sali A, Blundell TL. Comparative protein modelling by satisfaction of spatial restraints. J. Mol. Biol. 1993;234:779–815. doi: 10.1006/jmbi.1993.1626. [DOI] [PubMed] [Google Scholar]
  • 25.Svergun D, Barberato C, Koch MHJ. CRYSOL – a Program to Evaluate X-ray Solution Scattering of Biological Macromolecules from Atomic Coordinates. J. Appl. Crystallogr. 1995;28:768–773. [Google Scholar]
  • 26.Svergun DI. Restoring Low Resolution Structure of Biological Macromolecules from Solution Scattering Using Simulated Annealing. Biophys. J. 1999;76:2879–2886. doi: 10.1016/S0006-3495(99)77443-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Kozin MB, Svergun DI. Automated matching of high- and low-resolution structural models. J. Appl. Crystallogr. 2001;34:33–41. [Google Scholar]
  • 28.Volkov VV, Svergun DI. Uniqueness of ab initio shape determination in small-angle scattering} J. Appl. Crystallogr. 2003;36:860–864. doi: 10.1107/S0021889809000338. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Pettersen EF, et al. UCSF Chimera–a visualization system for exploratory research and analysis. J. Comput. Chem. 2004;25:1605–1612. doi: 10.1002/jcc.20084. [DOI] [PubMed] [Google Scholar]
  • 30.Britton S, Coates J, Jackson S. A new method for high-resolution imaging of Ku foci to decipher mechanisms of DNA double-strand break repair. J. Cell Biol. 2013;202:579–595. doi: 10.1083/jcb.201303073. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Stucki M, et al. MDC1 Directly Binds Phosphorylated Histone H2AX to Regulate Cellular Responses to DNA Double-Strand Breaks. Cell. 2005;123:1213–1226. doi: 10.1016/j.cell.2005.09.038. [DOI] [PubMed] [Google Scholar]
  • 32.Hsu P, et al. DNA targeting specificity of RNA-guided Cas9 nucleases. Nat. Biotech. 2013;31:827–832. doi: 10.1038/nbt.2647. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Mali P, et al. RNA-Guided Human Genome Engineering via Cas9. Science. 2013;339:823–826. doi: 10.1126/science.1232033. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Polo S, et al. Regulation of DNA-End Resection by hnRNPU-like Proteins Promotes DNA Double-Strand Break Signaling and Repair. Mol. Cell. 2012;45:505–516. doi: 10.1016/j.molcel.2011.12.035. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Mizuguchi K, Deane CM, Blundell TL, Johnson MS, Overington JP. JOY: protein sequence-structure representation and analysis. Bioinformatics. 1998;14:617–623. doi: 10.1093/bioinformatics/14.7.617. [DOI] [PubMed] [Google Scholar]
  • 36.Innis A, Shi J, Blundell T. Evolutionary trace analysis of TGF-β and related growth factors: implications for site-directed mutagenesis. Protein Eng. 2000;13:839–847. doi: 10.1093/protein/13.12.839. [DOI] [PubMed] [Google Scholar]
  • 37.Altschul S, et al. Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res. 1997;25:3389–3402. doi: 10.1093/nar/25.17.3389. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Shi J, Blundell T, Mizuguchi K. FUGUE: sequence-structure homology recognition using environment-specific substitution tables and structure-dependent gap penalties. J. Mol. Biol. 2001;310:243–257. doi: 10.1006/jmbi.2001.4762. [DOI] [PubMed] [Google Scholar]
  • 39.Kelley LA, Sternberg MJ. Protein structure prediction on the Web: a case study using the Phyre server. Nat. Protoc. 2009;4:363–371. doi: 10.1038/nprot.2009.2. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supplementary Material

RESOURCES