Abstract
In early mitosis, the duplicated chromosomes are held together by the ring-shaped cohesin complex1. Chromosome separation in anaphase is triggered by separase, a large cysteine endopeptidase that cleaves the cohesin subunit Scc1/Rad212–4. Separase is activated by degradation of its inhibitors securin5 and cyclin B6, but the molecular mechanisms of separase regulation are not clear. Here, we used cryogenic electron microscopy (cryoEM) to determine the structures of human separase in complex with either securin or Cdk1-cyclin B1-Cks1. In both complexes, separase is inhibited by pseudosubstrate motifs that block substrate binding at the active site and at nearby docking sites. As in Caenorhabditis elegans7 and yeast8, human securin harbors its own pseudosubstrate motifs. In contrast, Cdk1-cyclin B1 inhibits separase by deploying pseudosubstrate motifs from intrinsically disordered loops in separase itself. One autoinhibitory loop is oriented by Cdk1-cyclin B1 to block the active sites of both separase and Cdk19,10. Another autoinhibitory loop blocks substrate docking in a cleft adjacent to the separase catalytic site. A third separase loop contains a phosphoserine6 that promotes complex assembly by binding to a conserved phosphate-binding pocket in cyclin B1. Our study reveals the diverse array of mechanisms by which securin and Cdk1-cyclin B1 bind and inhibit separase, providing the molecular basis for the robust control of chromosome segregation.
Accurate and timely chromosome segregation is critical for genomic stability and to prevent aneuploidy and tumorigenesis11,12. Cohesin cleavage is therefore tightly regulated prior to anaphase by mutually exclusive binding of separase to either its inhibitory chaperone securin2,12–14 or a heterodimeric complex of Cdk1 and cyclin B16,10 or cyclin B215. Separase is also inhibited by shugoshin-Mad2 during a spindle checkpoint arrest16. Phosphorylation of separase serine 1126 by Cdk1 is essential for cyclin B1-separase binding6 and enables Pin1-dependent cis/trans isomerization of proline 1127, which might be required for cyclin B1 binding in vivo17. Ubiquitin-mediated destruction of securin and cyclin B1 unleashes separase in late metaphase. Some separase remains associated with a subset of cyclin B1-Cdk1 and inhibits Cdk1 activity9,10, allowing normal anaphase chromosome movement18.
Structures of fungal and C. elegans separase, in complex with a substrate mimic or securin, revealed some of the molecular features of substrate recognition19 and inhibition by securin7,8. Securin contains a conserved sequence motif, EIExxΦ (referred to as positions P6-P1), that resembles the minimal consensus cleavage site in separase substrates ([D/E/S]xExxR)20. Substitution of the arginine residue at P1 with a hydrophobic residue distorts the catalytic site and prevents substrate cleavage7,8,21. A basic groove on separase, at the P6 substrate position, explains enhanced Scc1 cleavage upon phosphorylation of a P6 serine19,22. Substrates also interact with separase outside its catalytic site: Scc1 contains a separase-binding motif (LPE), distant from the cleavage site, that promotes separase cleavage13. Securin contains a related motif, suggesting that it acts in part by blocking substrate docking. However, the molecular mechanisms of separase regulation remain poorly understood.
Architecture of human separase complexes
To better understand inhibition of human separase by securin and the Cdk1-cyclin B1-Cks1 (CCC) complex, we used cryoEM to determine the structures of the human separase-securin and separase-CCC complexes.
Whereas human separase-securin complex is readily prepared in large quantities7 (Extended Data Fig. 1a), reconstitution of the separase-CCC complex required the fusion of a short C-terminal segment of securin to the N-terminal HEAT-repeat domain of separase13 (Extended Data Fig. 1a). We included the phosphothreonine-binding subunit Cks1 because it is an integral part of the Cdk1-cyclin complex6,23 and confers specificity for phosphorylated substrates24,25. We found that stable CCC association with separase in vitro is ATP-dependent, consistent with a role for separase phosphorylation (Extended Data Fig. 2a, b). Mass spectrometry analysis of these preparations showed phosphorylation at Ser1126 (Extended Data Fig. 2c, d). Pin1-mediated cis/trans isomerization of proline 1127 was not required for complex assembly (Extended Data Fig. 2a, b).
We determined the structures of a wild-type separase-securin complex and a catalytically-inactive securinΔ160-separaseC2029S-CCC complex, at overall resolutions of ~2.9 Å and ~3.6 Å, respectively (Fig. 1, Extended Data Fig. 1b–e; Extended Data Table 1, Supplementary Video 1). We also imaged a securinΔ138-separaseC2029S fusion protein, which displayed an overall conformation very similar to that of the separase-securin complex (Extended Data Fig. 1b, c)13.
Human separase consists of an N-terminal HEAT-repeat domain (residues 1-666) followed by a large TPR-like domain (residues 667-1706) and a C-terminal protease domain (residues 1707-2120). The TPR-like domain is interrupted by two intrinsically disordered inserts (insert 1, residues 1065–1152; insert 2, residues 1278–1572) (Fig. 1a) that are important for separase regulation4,6,23,26,27. This overall architecture is shared with most other known separase proteases28, except that the diverse N-terminal domain has been lost in some organisms such as C. elegans7,29.
The EM maps provide excellent side chain density in the TPR-like and C-terminal protease domains (Extended Data Fig. 3), whereas the N-terminal domain is less well-defined due to its inherent flexibility (Fig. 1b, c, Extended Data Figs. 1c, 4, 5). Focused refinement with partial signal subtraction slightly improved the resolution of the TPR-like and protease domains (Extended Data Fig. 1d). Density for the N-terminal ~250 residues can be observed in the EM map at very low thresholds and a putative full-length separase model is shown in Extended Data Fig. 6c. Binding of full-length securin across all three domains of separase seems to reduce the flexibility of the N-terminus, as suggested by the almost complete absence of density for the N-terminal regions when separase is bound to CCC (Fig. 1c, Extended Data Figs. 1e, 5). The HEAT-repeat domain adopts an extended rod-shaped conformation with ~90 Å in its longest dimension. The yeast N-terminal domain adopts a much more compact fold, with the N-terminus of the yeast protein folding back in close proximity to the TPR-like domain (Extended Data Fig. 6a, b)8.
Separase inhibition by pseudosubstrate motifs
Separase inhibition in both complexes depends on conserved substrate-mimicking sequences that block substrate binding at the separase catalytic site and at nearby docking sites. In the separase-securin complex, these pseudosubstrate motifs are present in securin. In the separase-CCC complex, however, these motifs are found in loops of separase itself. Upon binding of CCC, three autoinhibitory loops (AILs) undergo a disorder-to-order transition and bind to various sites on separase and the CCC complex (Fig. 2a–e, Extended Data Fig. 7, Supplementary Video 2). One of these loops, AIL3, lies within the large insert 2 (Fig. 1a).
The EIExxΦ pseudosubstrate motif in securin (or [D/E/S]xExxR in Scc120) binds the catalytic site of separase similarly to a substrate-mimic peptide fused to the separase protease domain from Chaetomium thermophilum19 (Fig. 2a–c). In the separase-CCC complex, AIL3 of separase mimics these interactions. AIL3 harbors an NFS sequence (residues 1394-1396) that, when compared to securin and Scc1, binds to separase in an inverse orientation, with Ser1396 and Asn1394 binding to the P6 and P4 positions, respectively. Phe1395 (P5) of separase forms hydrophobic stacking interactions with Trp1776Sep as observed for Scc1 and securin (Fig. 2c). C-terminal acidic sequences in AIL3 are recognized by the basic groove in separase, comparable to phosphorylated Scc1 in yeast19 (Fig. 2c, Extended Data Figs. 7a, 8). Phosphorylation of Ser1396 and Ser1399 has been detected in mitotic cells23,30 and our structure suggests this might promote AIL3 binding.
A second motif, NxLxΦE, forms a small α-helical structure in a cleft between the TPR-like domain and the protease domain in both complexes (Fig. 2a, b, d). This motif is present in securin (NPLDFE; residues 121-126) and in a loop (AIL1) of separase (NDLNYE; residues 715-720). In separase, Phe712 (three amino acids N-terminal of NDLNYE) might correspond to the P1 residue in securin (Phe118) by directly interacting with and displacing the catalytic histidine (His2003) (Fig. 2d, Extended Data Fig. 7b). Interestingly, a similar motif is found in the substrate Scc1 (NHLEYE; residues 207-212) between the cleavage site (DREIMR; residues 167-172) and a substrate docking motif (LPE; residues 254-256)13. We analyzed separase-mediated cleavage of Scc1 with deletions in this region, revealing that efficient cleavage requires the segment containing the NHLEYE motif (Extended Data Fig. 9a). Glu210 and Tyr211 are critical residues (Fig. 2f, Extended Data Fig. 9b). Thus, the Scc1 NHLEYE motif promotes Scc1 binding to separase, and securin and the CCC complex block this interaction.
30-40-residue linkers separate the Scc1 cleavage site and the two substrate-docking motifs. Deletion of these linkers, or replacement with a random sequence, abolished Scc1 cleavage in vitro, indicating that these sequences also contribute to Scc1 binding (Extended Data Fig. 9c).
The LPE docking motif of Scc1 also exists in securin (residues 130-132)13. In the separase-securin complex, this motif interacts with a hydrophobic pocket formed by Ala1009 and Phe1010 and a basic surface formed by Lys944 and Arg947 (Fig. 2e, Extended Data Fig. 7c). The LPE-binding site is unoccupied in the separase-CCC complex.
We tested the function of the autoinhibitory loops AIL1 and AIL3 by analysis of separase mutants with deletions in one or both loops (Extended Data Table 2, Extended Data Fig. 10d). Deletion of the pseudosubstrate motifs in AIL1 or AIL3 resulted in increased Scc1 cleavage rates, suggesting that these motifs have some inhibitory effect even in the absence of the CCC complex (Fig. 2g, Extended Data Fig. 10a). As expected, these deletions displayed resistance to inhibition by the CCC complex (Extended Data Fig. 10b), due in part to lower affinity for the complex (Extended Data Fig. 10c).
A stretch of hydrophobic residues C-terminal of the LPE motif (residues 136-146) mediates the insertion of securin into a hydrophobic channel of separase. In the separase-CCC complex, a short separase loop, AIL2, inserts into this channel (Extended Data Figs. 7d, 11a). Studies of truncated securin mutants revealed that this hydrophobic stretch is required for high-affinity securin-separase binding and inhibition of separase activity (Extended Data Fig. 11b–d). We propose that occupation of the hydrophobic channel by securin or AIL2 reduces Scc1 binding.
Separase binding to Cdk1-cyclin B1
The CCC complex binds at the periphery of the TPR-like domain and the C-terminal protease domain, thereby bridging a clearly defined cleft between the domains. As a result, the intrinsically disordered insert 1 in separase (Fig. 1a) becomes structured and wraps around cyclin B1, providing a binding platform through mainly nonspecific main chain-main chain interactions (Figs. 1c, 3a, Extended Data Fig. 12). This cyclin B1-binding loop contains phosphorylated serine 1126 at its center, and density for the phosphate group is clearly visible in our EM map (Fig. 3a, Extended Data Fig. 3e, Supplementary Video 3). This loop also interacts with the substrate-docking hydrophobic patch of cyclin B1 through a binding motif (residues 1100-1102) that is inverted when compared to common cyclin B1-binding partners (Fig. 3a, Extended Data Fig. 13a).
Phosphoserine 1126 engages a previously unidentified phosphate-binding pocket in cyclin B1 (Figs. 1a, 3a). Three conserved amino acids (Arg307, His320 and Lys324) form a hydrogen-bonding network with the phosphate group (Fig. 3a, Extended Data Fig. 13c). Lys408 and His409 of cyclin B1 might also contribute to phosphoserine recognition. Surface charge analysis reveals a positively-charged binding pocket in cyclin B1 but not in cyclin A (PDB code: 1JSU31) (Extended Data Fig. 13).
The structure of Cdk1 in the separase-CCC complex superimposes well with an activated Cdk2-cyclin A-substrate peptide complex (PDB code: 2CCI32). The conserved DFG motif of the kinase catalytic site is in its inwards conformation, Thr161 is phosphorylated and the activation loop adopts an active conformation (Fig. 3b, Extended Data Fig. 14a). The glycine-rich loop (residues 11-16) is in a downwards conformation relative to Cdk2 bound to ATP, sterically precluding ATP binding. Additionally, EM density can be observed around Thr14, potentially due to its phosphorylation.
AIL3 of separase contains a Cdc6-like domain that binds and inhibits Cdk1-cyclin B110,23. Residues Pro1375 to Arg1386 interact with the substrate-binding site of Cdk1. Most importantly, the conserved APxxxxR motif10 serves as a pseudosubstrate that resembles the consensus Cdk phosphorylation site (SPxR), except that the phosphoacceptor serine is replaced with an alanine (Ala1380) and Arg1386 reaches back to mimic the basic side chain that is usually found at P+3 of Cdk substrates (Fig. 3b, Supplementary Video 3). Trp168 of Cdk1 serves as an electron-stacking partner for Val1377 N-terminal of the APxxxxR motif. The pseudosubstrate motif superimposes well with an ideal substrate peptide co-crystallized with Cdk2-cyclin A32 (Fig. 3b). Just C-terminal of the APxxxxR motif, the loop contacts cyclin B1 through amino acids 1386-1391 (particularly Val1387, Thr1389, Arg1390 and Leu1391), completing the series of interactions that promote binding and inhibit Cdk1 activity (Extended Data Fig. 14b, c).
Cks1 does not directly contact any rigid structure elements of separase (Fig. 1c). However, we observe strong density around the phosphate-binding pocket of Cks1, suggesting that a separase phosphorylation site is occupying this site (Extended Data Fig. 3f). Phosphorylation of AIL3 is known to promote Cdk-cyclin binding, and Thr1346 has been proposed as a key phosphorylation site6,10. Cks1 has a preference for phosphothreonine-proline sequences25. Thr1346 lies in a disordered region that is not visible in our structure; it is therefore plausible that this site occupies Cks1.
Discussion
Consistent with previous studies, we find that securin acts as an extended pseudosubstrate that blocks substrate binding at the catalytic site and at nearby docking sites. Unexpectedly, Cdk1-cyclin B1-Cks1 suppresses separase activity by activating autoinhibitory sequences in loops of separase itself (Fig. 2a–e, Extended Data Fig. 6a).
Detailed comparison of separase sequences from multiple species33 reveals that the docking sequence in AIL1 is well conserved only in vertebrates and has co-evolved with the presence of the cyclin B-binding loop and the Cdc6-like domain, suggesting that regulation of separase activity by the CCC complex might be specific for vertebrates.
Separase is also inhibited by the shugoshin 2 (Sgo2)-Mad2 complex during activation of the spindle assembly checkpoint16. Sgo2 contains a pseudosubstrate motif that is thought to mediate inhibition at the active site16. Sgo2 and Mad2 also contain LPE-related motifs that could inhibit substrate docking, but detailed structural analysis will be required to determine the precise mode of separase inhibition.
We identify for the first time a phosphate-binding pocket in cyclin B1. The key residues of this pocket are conserved in B- but not A-type cyclins (Fig. 3a, Extended Data Fig. 13c), explaining the specificity of cyclin B1 and B2 for separase binding. We suspect that this phosphate-binding pocket is employed by B-type cyclins to mediate interactions with phosphorylated regulators or substrates. Indeed, mutations in this region are known to inhibit interactions with the phosphatase Cdc25C, a key Cdk1 regulator34. It seems likely that this phosphate-binding site, like the phosphate-binding site of Cks1, also enhances binding and modification of specific pre-phosphorylated Cdk1 substrates24.
We propose that binding of Cdk1-cyclin B1 to separase occurs in a series of distinct steps. First, Cdk1-cyclin B phosphorylates separase at Ser1126 and other sites, such as Thr13466,10. Phosphoserine 1126 then interacts with the phosphate-binding pocket on the same or another cyclin B1 to initiate complex formation, causing insert 1 to surround cyclin B1 and interact with Cdk1 (Figs. 2a, 3a, b, Extended Data Fig. 12). Binding of cyclin B1 to the TPR-like domain stabilizes insertion of the separase NDLNYE motif of AIL1 in the cleft next to the catalytic site. Finally, the pseudosubstrate motifs of AIL3 bind to the active sites of Cdk1 and separase.
Three separase-binding motifs (EIExxΦ, NPLDFE, LPE) are immediately adjacent to each another in the securin sequence, and bind to three closely-spaced binding sites on separase. In human Scc1, however, the three equivalent motifs are separated by long intervening sequences that are also required for rapid Scc1 cleavage (Extended Data Fig. 9c). Simultaneous binding of all three motifs to separase would require looping out of the intervening spacer regions.
Taken together, our results reveal the complex array of mechanisms by which separase and Cdk1-cyclin B bind and inhibit each other, and provide a striking example of the power of short linear pseudosubstrate motifs in enzyme regulation.
Material and Methods
Cloning
The cDNAs encoding human proteins (separase, securin, Pin1, Cdk1, cyclin B1 and Cks1) were ordered as gene optimized versions for expression in Spodoptera frugiperda (Sf9) cells. Synthesized cDNA (Thermo Fisher Scientific) of separase (1-2120) and securin (1-202) together with a dual promoter were subcloned into a pF1 vector35 with a Twin-StrepII tag followed by a TEV site at the C-terminus of securin. Separase-securin fusion constructs were made by fusing a securin fragment (160-202) or the full-length sequence to the N-terminus of separase with a GS-linker and a TEV site in between13. Securin fragments (residues 1-127, 1-138, 1-157 and 1-202) and full length Pin1 were cloned into the pETM41 vector with a His-MBP tag at the N-terminus for BL21 (DE3) E. coli expression. The human Polo Kinase Plk1 (residues 37-338) construct was kindly provided by Claudio Alfieri (ICR, London). Cdk1, cyclin B1 and Cks1 were cloned into the pF1 vector for co-expression according to Zhang et al.35. A Twin-StrepII tag and an 8×His tag were fused to the C-terminus of Cdk1 and cyclin B1, respectively. All deletions and mutations were generated by mutagenesis PCR.
Purification of separase complexes
Human separase constructs, as well as the Cdk1-cyclin B1-Cks1 complex, were expressed in Sf9 cells using baculoviruses. Typically, 25 ml of recombinant P3 baculoviruses were used to infect 500 ml of Sf9 insect cells (Invitrogen) at a cell density of roughly 2.0x106 cells per ml. The cells were incubated for 48 hours at 27 °C at 110 rev/min, harvested at a cell viability rate of 80-85%, flash-frozen in liquid nitrogen and stored at −80 °C. Securin constructs (residues 1-127, 1-138, 1-157 and 1-202), full length Pin1 and Plk1 (residues 37-338) were expressed in BL21 (DE3) E. coli at 18 °C for 16 h after induction with IPTG (Isopropyl β-d-1-thiogalactopyranoside).
Purification of all proteins and protein complexes was performed at 4 °C. Cells expressing human separase-securin were resuspended in lysis buffer (50 mM HEPES-KOH pH 7.8, 300 mM KCl, 5% glycerol, 0.5 mM EDTA, 0.5 mM TCEP) containing protease inhibitor cocktail tablets (PIC) (Complete EDTA-free; Roche Diagnostics GmbH), and 5 units/ml supernuclease (Novagen), subsequently sonicated and centrifuged for 1 h at 40,000 g. The soluble fraction was slowly (0.8 ml/min flow rate) applied onto a 5 ml StrepTactin Superflow Cartridge (Qiagen) and the column was washed with high-salt buffer (50 mM HEPES-KOH pH 7.8, 900 mM KCl, 5% glycerol, 0.5 mM EDTA, 0.5 mM TCEP) until stable UV absorption was observed. Proteins were eluted in wash buffer containing 2.5 mM desthiobiotin. A final size exclusion step on a Superose 6 Increase 10/300 GL column (GE Healthcare Life Sciences) pre-equilibrated in 20 mM HEPES-KOH pH 7.8, 100 mM KCl, 10 mM MgCl2 and 0.5 mM TCEP was performed. The purified proteins were pooled, concentrated, flash-frozen and stored at −80 °C.
The Cdk1-cyclin B1-Cks1 complex was purified using StrepTactin Superflow Cartridge (Qiagen) columns. Lysis and wash buffer contained 50 mM Tris-HCl pH 8.0, 500 mM NaCl, 10 mM β-mercaptoethanol and 5% glycerol. The complex was eluted using wash buffer supplemented with 2.5 mM desthiobiotin and further loaded onto a HisTrap HP column (GE Healthcare Life Sciences). To elute protein complexes, we used 50 mM Tris-HCl pH 8.0, 500 mM NaCl, 250 mM imidazole, 10 mM β-mercaptoethanol and 5% glycerol. Peak fractions were pooled, concentrated and loaded on a Superose 6 Increase 10/300 GL column (GE Healthcare Life Sciences) size exclusion column as a final purification step.
Different lengths of securin (residues 1-127, 1-138, 1-157 and 1-202) and Plk1 were purified as described by Zhang et al.36. Briefly, proteins were purified using a HisTrap HP column (GE Healthcare Life Sciences) in 50 mM Tris-HCl pH 7.5, 300 mM NaCl, 20 mM imidazole, 10 mM β-mercaptoethanol and 5% glycerol lysis buffer and 50 mM Tris-HCl pH 7.5, 1 M NaCl, 20 mM imidazole, 10 mM β-mercaptoethanol and 5% glycerol high-salt buffer and subsequently eluted by an imidazole gradient. Securin proteins were loaded onto a Superdex 200 Increase 10/300 GL gel filtration column (20 mM HEPES-NaOH pH 7.5, 100 mM NaCl and 0.5 mM TCEP).
Plk1 was purified using a His-tag, treated with TEV protease at 4 °C overnight and the tag was removed by re-binding to a HisTrap HP column. A final size exclusion step using a Superdex 75 Increase 10/300 GL column was performed.
Pin1 was purified over an MBPTrap HP column (GE Healthcare Life Sciences). We used 50 mM Tris-HCl pH 7.5, 300 mM NaCl, 2mM DTT and 5% glycerol as lysis and wash buffer. The proteins were eluted by adding 10 mM maltose, followed by TEV cleavage at 4 °C overnight. The sample was further purified by a HisTrap HP column and gel filtration in 20 mM HEPES-NaOH pH 7.5, 100 mM NaCl and 0.5 mM TCEP.
Assembly of securinΔ160-separaseC2029S-Cdk1-cyclin B1-Cks1 complex
Purified securinΔ160-separaseC2029S fusion protein was mixed with Cdk1-cyclin B1-Cks1 complexes in a molar ratio of 1:1.5 in a reaction buffer of 50 mM HEPES pH 8.0, 100 mM NaCl, 10 mM MgCl2, 5 mM ATP and 0.5 mM TCEP. The reaction mixture was incubated at room temperature for 40 min followed by gel filtration on a Superose 6 3.2/300 column (GE Healthcare Life Sciences) in 20 mM HEPES pH 8.0, 150 mM NaCl, 5 mM MgCl2 and 0.5 mM TCEP. Fractions containing securinΔ160-separaseC2029S-Cdk1-cyclin B1-Cks1 complexes were pooled and concentrated.
Separase cleavage assays
For studies of the NHLEYE and LPE motifs of Scc1, 35S-methionine-labeled human Scc1 (residues 142-300) was produced in rabbit reticulocyte lysates and purified as described previously13. Deletion and point mutations were constructed by Gibson cloning. Purified securinΔ138-separase fusion protein13 (0.14 μM final concentration) was mixed 1:1 with purified Scc1 substrate and incubated for 30 min at 25 °C. Reaction products were analyzed by SDS-PAGE and visualized with a Phosphorimager.
To dissect the effect of mutations on the separase auto-inhibitory loop segments, 35S-methionine-labeled human full-length Scc1 was produced using wheat germ extract systems (Promega) and 0.8 μCi/μl of 35S-methionine was added. Following in vitro translation, Scc1 was phosphorylated by adding 4 μM polo-like kinase (Plk1), 5 mM ATP, 10 mM MgCl2 and incubated for 2 h at 30 °C. 1.5 μM of human separase was mixed with 10x molar excess of human securin. The cleavage reaction was stopped after 20 min at 30 °C. Reaction products were analyzed by SDS-PAGE with BioRad 4–20% TXP gels and visualized with a Phosphorimager.
Pull-down assays
Purified securin proteins (N-terminal His-MBP tag) were mixed with securinΔ160-separaseC2029S and incubated with 40 μL amylose beads for 1 hour at 4 °C (50 mM HEPES pH 8.0, 150 mM NaCl, 0.05% Tween-20 and 0.5 mM TCEP). Beads were extensively washed, eluted with binding buffer supplemented with 10 mM maltose and analyzed by SDS-PAGE gel electrophoresis.
Electron microscopy data collection
Purified separase-securin complexes were applied onto graphene oxide covered gold 300 square mesh Quantifoil R1.2/1.3 holey-carbon grids (Quantifoil Micro Tools GmbH) at a concentration of 100-200 nM. Graphene oxide grids were prepared as in Boland et al.7 and https://figshare.com/articles/Graphene_Oxide_Grid_Preparation/317866937.
The grids were incubated for 10 s and back blotted for 3 s with 1 mm additional movement (90% humidity at 20 °C), before being plunged into liquid ethane using an EM GP2 automatic plunge freezer (Leica). Freshly purified securinΔ160-separaseC2029S-Cdk1-cyclin B1-Cks1 complexes were dispensed onto graphene oxide covered Quantifoil R1.2/1.3 or R 2/2 holey-carbon grids at a concentration of 200-300 nM. Grids were similarly prepared using an EM GP2 automatic plunge freezer (Leica). The grids were stored in liquid nitrogen until further use.
Collection of dataset I of the separase-securin complex was described in ref.7. Dataset II was acquired on a Titan Krios electron microscope (Thermo Fisher Scientific). A total of 12,962 movies were recorded on a K3 camera (Gatan) operated in super-resolution mode, at a nominal magnification of 105,000, resulting in a super-resolution pixel size of 0.45 Å. A post-column energy filter was used for zero-loss filtration with an energy width of 20 eV. A total electron exposure of 67 e−/Å2 was distributed over 60 frames. Data were collected using the automated data collection software EPU (Thermo Fisher Scientific), with 4 acquisitions per hole and a set defocus range of −1.3 to −2.5 μm.
The cryoEM data of the securinΔ160-separaseC2029S-Cdk1-cyclin B1-Cks1 complex were acquired on a Cs-corrected Titan Krios electron microscope (Thermo Fisher scientific) equipped with a Gatan K3 camera. A total of 13,640 super-resolution movies were recorded using EPU at a nominal magnification of 81,000, resulting in a super-resolution pixel size of 0.44 Å, and an energy filter slit width of 15 eV. A total electron exposure of 78 e−/Å2 was distributed over 60 frames per acquisition, at three acquisitions per hole and a set defocus range of −1.3 to −2.5 μm. Data acquisition was monitored by on-the-fly pre-processing using TranSPHIRE38, including drift correction in MotionCorr239, CTF estimation in CTFFIND440, particle picking using a generalized neural network in SPHIRE-crYOLO41 and 2D classification in ISAC42.
Image processing
For the separase-securin complex, raw movies from both datasets were aligned and dose-weighed using MotionCorr2. Micrographs from dataset I have a pixel size of 1.05 Å, and micrographs of dataset II were two times binned, resulting in a pixel size of 0.90 Å. The two datasets were processed independently for Bayesian polishing and CTF refinement and combined according to Wilkinson et al.43 for further processing. Micrographs were imported into CryoSPARC v2.14.244 and CTF parameters were estimated by Patch CTF estimation. Manually picked particles from a small subset of approximately 200 micrographs, followed by 2D classification, were used to train Topaz45 or crYOLO for automated particle picking. The trained models were applied to the entire datasets. Particles were first cleaned up by two rounds of 2D classification (~200,000 particles for dataset I and ~260,000 particles for dataset II). After an initial round of 3D refinement, particles were exported to RELION 3.1 for Bayesian polishing and CTF refinement46. Polished particles from both datasets were subjected to another round of 2D classification and 3D classification. Carefully selected particles subsets were subjected to another round of CTF refinement, which resulted in a 3D reconstruction with a final resolution of 2.95 Å. To further improve the resolution of the separase protease domain and TPR-like domains, particle subtraction was performed with a soft mask around the two domains followed by focused 3D refinement, resulting in an improved map yielding 2.88 Å resolution. To improve the reconstruction of the HEAT-repeat domain, a soft mask was applied followed by particle subtraction and 3D classification without alignment. Particles from one class with good density of the HEAT-repeat domain were selected, reverted to original particles and used as input for 3D refinement, generating a final 3D reconstruction of 2.93 Å. Afterwards, the maps were postprocessed by deepEMhancer47.
For the securinΔ160-separaseC2029S-Cdk1-cyclin B1-Cks1 complex, the processing strategies were similar to those described above, resulting in a reconstruction with an overall resolution of 3.64 Å. All resolution estimations were derived from Fourier Shell Correlation (FSC) calculations between reconstructions from two independently refined half-sets, and reported resolutions are based on the FSC = 0.143 criterion. Local resolution was estimated with ResMap48.
Model building and refinement
Ab initio model building of the human separase-securin complex was started using Map to Model in PHENIX49. The model was then manually built in Coot50 iteratively and real-space refined using PHENIX. C. elegans separase-securin complex structure (PDB: 5MZ67) served as a reference for modelling the separase protease domain and TPR-like domain. For modelling of the securinΔ160-separaseC2029S-Cdk1-cyclin B1-Cks1 complex, the crystal structure of Cdk1-cyclin B1-Cks2 (PDB: 4YC351) and human separase structure were fitted into the density map and refined using Flex-EM52 in CCPEM. Afterwards, the model was manually built in Coot iteratively and real-space refined using PHENIX. Model validation was performed with MolProbity53,54. Structural images were generated by Chimera55 and Chimera X56.
Data Availability
The EM maps are deposited with the Electron Microscopy Data Bank (EMDB) under accession code EMD-12368 and EMD-12369 for the separase-CCC and separase-securin complex, respectively. Protein coordinates of separase-CCC and separase-securin are deposited with the Protein Data Bank (PDB) under accession code 7NJ0 and 7NJ1, respectively.
Extended Data
Extended Data Table 1.
Hs Separase- securin Dataset 1 |
Hs Separase- securin Dataset 2 |
Hs SecurinΔ160- SeparaseC2029S- Cdk1-cyclin B1-Cks1 |
Hs SecurinΔ138- SeparaseC2029S |
|
---|---|---|---|---|
Data collection | ||||
Microscope | FEI Titan Krios | FEI Titan Krios | FEI Titan Krios | FEI Titan Krios |
Magnification | 47,619 | 105,000 | 81,000 | 96,000 |
Voltage (keV) | 300 | 300 | 300 | 300 |
Electron dose (e−/Å−2) | 40 | 67 | 78 | 59.7 |
Detector | Gatan K2 Summit | Gatan K3 Summit | Gatan K3 Summit | Falcon 4 |
Pixel size (Å/pixel) | 1.05 | 0.90 | 0.88 | 0.681 |
Defocus range (μm) | 1.0-3.0 | 1.3-2.5 | 1.3-2.5 | 1.0-2.5 |
Number of micrographs | 3,578 | 12,962 | 13,640 | 2,901 |
Reconstruction | ||||
Particles | 205,300 | 312,836 | ||
Box size (pix) | 318 | 360 | ||
Accuracy of rotations (°) | 2.336 | 1.871 | ||
Accuracy of translations (pix) | 0.778 | 0.781 | ||
Map sharpening B-factor (Å2) | −78 | −120 | ||
Resolution (global, Å) | 2.9 | 3.6 | ||
Resolution range(local, Å) | 2.9-6.0 | 3.6-4.8 | ||
FSC threshold | 0.143 | 0.143 | ||
Model composition | ||||
Protein residues | 1,501 | 1,818 | ||
Ligands | -- | 1 | ||
Refinement | ||||
Resolution (Å) | 3.0 | 3.6 | ||
FSC threshold | 0.5 | 0.5 | ||
Model to map scores -CC | 0.76 | 0.84 | ||
B factors (Å2) | ||||
Protein residues | 64.76 | 64.74 | ||
Ligands | -- | 41.08 | ||
R.m.s deviations | ||||
Bond lengths (Å) | 0.004 | 0.004 | ||
Bong angles (°) | 0.568 | 0.631 | ||
Validation | ||||
Clashscore, all atoms | 9.30 | 6.72 | ||
Rotamer outliers (%) | 1.91 | 0.10 | ||
Ramachandran plot | ||||
Favoured (%) | 92.20 | 91.13 | ||
Allowed (%) | 7.80 | 8.87 | ||
Outliers (%) | 0.00 | 0.00 | ||
Deposition | ||||
PDB ID | 7NJ1 | 7NJ0 | ||
EMDB ID | EMD-12369 | EMD-12368 |
Extended Data Table 2.
Protein name | Tag | WT/Mutation/deletion | Experiments | ||
---|---|---|---|---|---|
Description | Original sequence | Modified sequence | |||
Securin-Separase | C-terminal 2xStrep-tag (securin) | Wild-type complex | -- | -- | CryoEM data collection |
Securin1-127 | N-terminal MBP-tag (securin) | C-terminal truncation | 1MATLI…CDIDI202 | 1MATLI…LDFES127 | Pull down and activity assays |
Securin1-138 | N-terminal MBP-tag (securin) | C terminal truncation | 1MATLI…CDIDI202 | 1MATLI…HQIAH138 | Pull down and activity assays |
Securin1-157 | N-terminal MBP-tag (securin) | C terminal truncation | 1MATLI…CDIDI202 | 1MATLI…RELEK157 | Pull down and activity assays |
Securin1-202 | N-terminal MBP-tag (securin) | Wild-type | -- | -- | Pull down and activity assays |
SecurinΔ160-SeparaseC2029S | C-terminal 2xStrep-tag (separase) | Securin160-202 fused to the N-terminus of separase; Catalytic inactive mutant | Cys2029 | Ser2029 | Assembly of separase-CCC complex; pull down assays |
SecurinΔ160-Separase | C-terminal 2xStrep-tag (separase) | Securin160-202 fused to N terminus of separase | -- | -- | Activity assays |
SecurinΔ138-Separase | -- | Securin138-202 fused to N-terminus of separase | -- | -- | Activity assays |
SecurinΔ138-SeparaseC2029S | -- | Securin138-202 fused to N-terminus of separase; Catalytically inactive mutant | -- | -- | CryoEM data collection |
Cdk1-cyclin B1-Cks1 (CCC) | C-terminal 2xStrep-tag (cyclin B1); C-terminal 8xHis-tag (Cdk1) | Wild-type complex | -- | -- | Assembly of separase-CCC complex; activity assays |
SecurinΔ160-SeparaseC2029S-CCC | C-terminal 2xStrep-tag (separase); C-terminal 2xStrep-tag (cyclin B1); C-terminal 8xHis tag (Cdk1) | Securin160-202 fused to N terminus of separase; Catalytically inactive mutant | Cys2029 | Ser2029 | CryoEM data collection |
Pin1 | -- | Wild-type | -- | -- | Assembly of separase-CCC complex |
SecurinΔ160-SeparaseAIL1Δ | 2xStrep-tag (separase) | Securin160-202 fused to N-terminus of separase; AlL1 loop deletion | 705APGNLE EFEVNDLNYE DKLQEDR727 | GSGG | Activity assays |
SecurinΔ160-SeparaseAIL3Δ1 | 2xStrep-tag (separase) | Securin160-202 fused to N-terminus of separase; AlL3 loop deletion 1 | 1374KPEVPQAPRVQQR VQTR LKVNFSDDSD1400 | GGSGGSG | Activity assays |
SecurinΔ160-Separase AIL3Δ2 | 2xStrep-tag (separase) | Securin160-202 fused to N-terminus of separase; AlL3 loop deletion 2 (insertion 2) | 1302VPGSE…VATGL1571 | GGSGGGSGGSGG GSG | Activity assays |
SecurinΔ160-SeparaseAIL3Δ3 | 2xStrep-tag (separase) | Securin160-202 fused to N-terminus of separase; AlL3 loop deletion 3 | 1392KVNFSDDSD1400 | GGGSGGGSG | Activity assays |
SecurinΔ160-SeparaseAIL1Δ+AIL3Δ1 | 2xStrep-tag (separase) | Securin160-202 fused to N-terminus of separase; AlL1 loop deletion; AlL3 loop deletion 1 | 705APGNLE EFEVNDLNYE DKLQEDR727 | GSGG | Activity assays |
1374KPEVPQAPRVQQR VQTR LKVNFSDDSD1400 | GGSGGSG | ||||
SecurinΔ160-SeparaseAIL1Δ+AIL3Δ2 | 2xStrep-tag (separase) | Securin160-202 fused to N-terminus of separase; AlL1 loop deletion; AlL3 loop deletion 2 (insertion 2) | 705APGNLE EFEVNDLNYE DKLQEDR727 | GSGG | Activity assays |
1302VPGSE…VATGL1571 | GGSGGGSGGSGG GSG | ||||
SecurinΔ160-SeparaseAIL1Δ+AIL3Δ3 | 2xStrep-tag (separase) | Securin160-202 fused to N-terminus of separase; AlL1 loop deletion; AlL3 loop deletion 3 | 705APGNLE EFEVNDLNYE DKLQEDR727 | GSGG | Activity assays |
1392KVNFSDDSD1400 | GGGSGGGSG | ||||
Plk137-345 | -- | Human Plk1 fragment | -- | -- | Activity assays |
Supplementary Material
Acknowledgements
We thank Yvan Pfister and Isabelle Flückinger for excellent technical assistance and Anna Katharina Höfler and Lina Poulain for critical input and helpful discussions. We thank Julia Kamenz, Robbie Loewith and Florian Steiner for critical reading of the manuscript. We thank Jing Yang and Ziguo Zhang for assistance in the early stages of this project; Oliver Hofnagel and Daniel Prumbaum for excellent assistance with EM data collection at the Max Planck Institute of Molecular Physiology; Claudio Alfieri for sharing his PLK1 plasmid; the computing department of the University of Geneva for providing an excellent infrastructure to perform cryoEM analysis and Nicolas Roggli for maintaining computing in the Molecular Biology department. Christoph Bauer for his contributions to the cryoEM facility in Geneva (cryoGEnic). We also thank Orsolya Barabas for critical input and the Metabolomics Core Facility at EMBL Heidelberg for their Mass Spectrometry analysis. We acknowledge Diamond for access and support of the cryoEM facilities at the UK national electron bio-imaging centre (eBIC), proposal EM13708, funded by the Wellcome Trust, MRC and BBSRC. This work was supported by the Swiss National Science Foundation (310030_185235), the Schmidheiny, a Novartis Research grant (all awarded to A.B.), a grant from the U.S. National Institute of General Medical Sciences (R35-GM118053) to D.O.M., and an MRC grant (MC_UP_1201/6) to D.B.
Footnotes
Competing Interests Statement
The authors declare no competing interests.
References
- 1.Gruber S, Haering CH & Nasmyth K Chromosomal cohesin forms a ring. Cell 112, 765–77 (2003). [DOI] [PubMed] [Google Scholar]
- 2.Uhlmann F, Wernic D, Poupart MA, Koonin EV & Nasmyth K Cleavage of cohesin by the CD clan protease separin triggers anaphase in yeast. Cell 103, 375–386 (2000). [DOI] [PubMed] [Google Scholar]
- 3.Hauf S, Waizenegger IC & Peters JM Cohesin cleavage by separase required for anaphase and cytokinesis in human cells. Science 293, 1320–1323 (2001). [DOI] [PubMed] [Google Scholar]
- 4.Waizenegger IC, Hauf S, Meinke A & Peters JM Two distinct pathways remove mammalian cohesin from chromosome arms in prophase and from centromeres in anaphase. Cell 103, 399–410 (2000). [DOI] [PubMed] [Google Scholar]
- 5.Ciosk R et al. An ESP1/PDS1 complex regulates loss of sister chromatid cohesion at the metaphase to anaphase transition in yeast. Cell 93, 1067–1076 (1998). [DOI] [PubMed] [Google Scholar]
- 6.Stemmann O, Zou H, Gerber SA, Gygi SP & Kirschner MW Dual inhibition of sister chromatid separation at metaphase. Cell 107, 715–726 (2001). [DOI] [PubMed] [Google Scholar]
- 7.Boland A et al. Cryo-EM structure of a metazoan separase-securin complex at near-atomic resolution. Nat. Struct. Mol. Biol 24, 414–418 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Luo S & Tong L Molecular mechanism for the regulation of yeast separase by securin. Nature 542, 255–259 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Gorr IH et al. Essential CDK1-inhibitory role for separase during meiosis I in vertebrate oocytes. Nat. Cell Biol 8, 1035–1037 (2006). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Gorr IH, Boos D & Stemmann O Mutual inhibition of separase and Cdk1 by two-step complex formation. Mol. Cell 19, 135–41 (2005). [DOI] [PubMed] [Google Scholar]
- 11.Santaguida S & Amon A Short- and long-term effects of chromosome mis-segregation and aneuploidy. Nat. Rev. Mol. Cell Biol 16, 473–85 (2015). [DOI] [PubMed] [Google Scholar]
- 12.Kamenz J & Hauf S Time To Split Up: Dynamics of Chromosome Separation. Trends Cell Biol 27, 42–54 (2017). [DOI] [PubMed] [Google Scholar]
- 13.Rosen LE et al. Cohesin cleavage by separase is enhanced by a substrate motif distinct from the cleavage site. Nat. Commun 10, 5189 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Zou H, McGarry TJ, Bernal T & Kirschner MW Identification of a vertebrate sister-chromatid separation inhibitor involved in transformation and tumorigenesis. Science 285, 418–22 (1999). [DOI] [PubMed] [Google Scholar]
- 15.Li J, Ouyang YC, Zhang CH, Qian WP & Sun QY The cyclin B2/CDK1 complex inhibits separase activity in mouse oocyte meiosis I. Dev 146, dev182519 (2019). [DOI] [PubMed] [Google Scholar]
- 16.Hellmuth S, Gómez-H L, Pendás AM & Stemmann O Securin-independent regulation of separase by checkpoint-induced shugoshin–MAD2. Nature 580, 536–541 (2020). [DOI] [PubMed] [Google Scholar]
- 17.Hellmuth S et al. Human chromosome segregation involves multi-layered regulation of separase by the peptidyl-prolyl-isomerase Pin 1. Mol. Cell 58, 495–506 (2015). [DOI] [PubMed] [Google Scholar]
- 18.Shindo N, Kumada K & Hirota T Separase Sensor Reveals Dual Roles for Separase Coordinating Cohesin Cleavage and Cdk1 Inhibition. Dev. Cell 23, 112–23 (2012). [DOI] [PubMed] [Google Scholar]
- 19.Lin Z, Luo X & Yu H Structural basis of cohesin cleavage by separase. Nature 532, 131–4 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Sullivan M, Hornig NCD, Porstmann T & Uhlmann F Studies on Substrate Recognition by the Budding Yeast Separase. J. Biol. Chem 279, 1191–6 (2004). [DOI] [PubMed] [Google Scholar]
- 21.Nagao K & Yanagida M Securin can have a separase cleavage site by substitution mutations in the domain required for stabilization and inhibition of separase. Genes to Cells 11, 247–60 (2006). [DOI] [PubMed] [Google Scholar]
- 22.Alexandru G, Uhlmann F, Mechtler K, Poupart MA & Nasmyth K Phosphorylation of the cohesin subunit Scc1 by Polo/Cdc5 kinase regulates sister chromatid separation in yeast. Cell 105, 459–72 (2001). [DOI] [PubMed] [Google Scholar]
- 23.Boos D, Kuffer C, Lenobel R, Körner R & Stemmann O Phosphorylation-dependent binding of cyclin B1 to a Cdc6-like domain of human separase. J. Biol. Chem 283, 816–23 (2008). [DOI] [PubMed] [Google Scholar]
- 24.Kõivomägi M et al. Multisite phosphorylation networks as signal processors for Cdk1. Nat. Struct. Mol. Biol 20, 1415–1424 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.McGrath DA et al. Cks confers specificity to phosphorylation-dependent CDK signaling pathways. Nat. Struct. Mol. Biol 20, 1407–14 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Holland AJ, Böttger F, Stemmann O & Taylor SS Protein phosphatase 2A and separase form a complex regulated by separase autocleavage. J. Biol. Chem 282, 24623–32 (2007). [DOI] [PubMed] [Google Scholar]
- 27.Zou H, Stemman O, Anderson JS, Mann M & Kirschner MW Anaphase specific auto-cleavage of separase. FEBS Lett. 528, 246–50 (2002). [DOI] [PubMed] [Google Scholar]
- 28.Luo S & Tong L Structure and Function of the Separase-Securin Complex. in Harris JR, Marles-Wright J. (eds) Macromolecular Protein Complexes III: Structure and Function. 217–232 (Springer, Cham, 2021). doi: 10.1007/978-3-030-58971-4_4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Bachmann G et al. A closed conformation of the Caenorhabditis elegans separase-securin complex. Open Biol. 6, 160032 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Dephoure N et al. A quantitative atlas of mitotic phosphorylation. Proc. Natl. Acad. Sci. U. S. A 105, 10762–7 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Russo AA, Jeffrey PD, Patten AK, Massagué J & Pavletich NP Crystal structure of the p27(Kip1) cyclin-dependent-kinase inhibitor bound to the cyclin A-Cdk2 complex. Nature 382, 325–31 (1996). [DOI] [PubMed] [Google Scholar]
- 32.Cheng KY et al. The role of the phospho-CDK2/cyclin A recruitment site in substrate recognition. J. Biol. Chem 281, 23167–79 (2006). [DOI] [PubMed] [Google Scholar]
- 33.Melesse M, Bembenek JN & Zhulin IB Conservation of the separase regulatory domain. Biol. Direct 13, (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Goda T, Ishii T, Nakajo N, Sagata N & Kobayashi H The RRASK Motif in Xenopus Cyclin B2 Is Required for the Substrate Recognition of Cdc25C by the Cyclin B-Cdc2 Complex*. J. Biol. Chem 278, 19032–19037 (2003). [DOI] [PubMed] [Google Scholar]
Methods References
- 35.Zhang Z, Yang J & Barford D Recombinant expression and reconstitution of multiprotein complexes by the USER cloning method in the insect cell-baculovirus expression system. Methods 95, 13–25 (2016). [DOI] [PubMed] [Google Scholar]
- 36.Zhang S et al. Molecular mechanism of APC/C activation by mitotic phosphorylation. Nature 533, 260–264 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Martin TG, Boland A, Fitzpatrick AWP & Scheres SHW Graphene Oxide Grid Preparation. https://figshare.com/articles/Graphene_Oxide_Grid_Preparation/31786691 (2016). doi: 10.6084/m9.figshare.3178669.v1 [DOI]
- 38.Stabrin M et al. TranSPHIRE: automated and feedback-optimized on-the-fly processing for cryo-EM. Nat. Commun 11, 5716 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Zheng SQ et al. MotionCor2: Anisotropic correction of beam-induced motion for improved cryo-electron microscopy. Nat. Methods 14, 331–332 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Rohou A & Grigorieff N CTFFIND4: Fast and accurate defocus estimation from electron micrographs. J. Struct. Biol 192, 216–21 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Wagner T et al. SPHIRE-crYOLO is a fast and accurate fully automated particle picker for cryo-EM. Commun. Biol 2, 218 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Yang Z, Fang J, Chittuluru J, Asturias FJ & Penczek PA Iterative stable alignment and clustering of 2D transmission electron microscope images. Structure 20, 237–47 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Wilkinson ME, Kumar A & Casañal A Methods for merging data sets in electron cryo-microscopy. Acta Crystallogr. Sect. D Struct. Biol 75, 782–791 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Punjani A, Rubinstein JL, Fleet DJ & Brubaker MA CryoSPARC: Algorithms for rapid unsupervised cryo-EM structure determination. Nat. Methods 14, 290–296 (2017). [DOI] [PubMed] [Google Scholar]
- 45.Bepler T et al. Positive-unlabeled convolutional neural networks for particle picking in cryo-electron micrographs. Nat. Methods 16, 1153–1160 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Zivanov J, Nakane T & Scheres SHW Estimation of high-order aberrations and anisotropic magnification from cryo-EM data sets in RELION-3.1. IUCrJ 7, 253–267 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Sanchez-Garcia R et al. DeepEMhancer: A deep learning solution for cryo-EM volume post-processing. bioRxiv (2020). doi: 10.1101/2020.06.12.148296 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Kucukelbir A, Sigworth FJ & Tagare HD Quantifying the local resolution of cryo-EM density maps. Nat. Methods 11, 63–5 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Adams PD et al. PHENIX: A comprehensive Python-based system for macromolecular structure solution. Acta Crystallogr. Sect. D Biol. Crystallogr 66, 213–21 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Emsley P, Lohkamp B, Scott WG & Cowtan K Features and development of Coot. Acta Crystallogr. Sect. D Biol. Crystallogr 66, 486–501 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Brown NR et al. CDK1 structures reveal conserved and unique features of the essential cell cycle CDK. Nat. Commun 6, 6769 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Topf M et al. Protein Structure Fitting and Refinement Guided by Cryo-EM Density. Structure 16, 295–307 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Afonine PV et al. New tools for the analysis and validation of cryo-EM maps and atomic models. Acta Crystallogr. Sect. D Struct. Biol 74, 814–840 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Williams CJ et al. MolProbity: More and better reference data for improved all-atom structure validation. Protein Sci 27, 293–315 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Yang Z et al. UCSF Chimera, MODELLER, and IMP: An integrated modeling system. J. Struct. Biol 179, 269–78 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Goddard TD et al. UCSF ChimeraX: Meeting modern challenges in visualization and analysis. Protein Sci. 27, 14–25 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The EM maps are deposited with the Electron Microscopy Data Bank (EMDB) under accession code EMD-12368 and EMD-12369 for the separase-CCC and separase-securin complex, respectively. Protein coordinates of separase-CCC and separase-securin are deposited with the Protein Data Bank (PDB) under accession code 7NJ0 and 7NJ1, respectively.