Abstract
High-resolution structure determination by electron cryo-microscopy underwent a step change in recent years. This now allows study of challenging samples which previously were inaccessible for structure determination, including membrane proteins. These developments shift the focus in the field to the next bottlenecks which are high-quality sample preparations. While the amounts of sample required for cryo-EM are relatively small, sample quality is the key challenge. Sample quality is influenced by the stability of complexes which depends on buffer composition, inherent flexibility of the sample, and the method of solubilization from the membrane for membrane proteins. It further depends on the choice of sample support, grid pre-treatment and cryo-grid freezing protocol. Here, we discuss various widely applicable approaches to improve sample quality for structural analysis by cryo-EM.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Kühlbrandt W (2014) Cryo-EM enters a new era. elife 3:e03678
Fernandez-Leiro R, Scheres SH (2016) Unravelling biological macromolecules with cryo-electron microscopy. Nature 537(7620):339–346
Frank J (2016) Generalized single-particle cryo-EM--a historical perspective. Microscopy (Oxf) 65(1):3–8. https://doi.org/10.1093/jmicro/dfv358
Merk A, Bartesaghi A, Banerjee S, Falconieri V, Rao P, Davis MI, Pragani R, Boxer MB, Earl LA, Milne JLS, Subramaniam S (2016) Breaking Cryo-EM resolution barriers to facilitate drug discovery. Cell 165(7):1698–1707. https://doi.org/10.1016/j.cell.2016.05.040
van Heel M, Frank J (1981) Use of multivariate statistics in analysing the images of biological macromolecules. Ultramicroscopy 6(2):187–194. https://doi.org/10.1016/S0304-3991(81)80197-0
Lyumkis D, Brilot AF, Theobald DL, Grigorieff N (2013) Likelihood-based classification of cryo-EM images using FREALIGN. J Struct Biol 183(3):377–388. https://doi.org/10.1016/j.jsb.2013.07.005
Nogales E, Scheres SH (2015) Cryo-EM: a unique tool for the visualization of macromolecular complexity. Mol Cell 58(4):677–689
Scarff CA, Fuller MJG, Thompson RF, Iadaza MG (2018) Variations on negative stain electron microscopy methods: tools for tackling challenging systems. J Vis Exp 132. https://doi.org/10.3791/57199
Vedadi M, Niesen FH, Allali-Hassani A, Fedorov OY, Finerty PJ Jr, Wasney GA, Yeung R, Arrowsmith C, Ball LJ, Berglund H, Hui R, Marsden BD, Nordlund P, Sundstrom M, Weigelt J, Edwards AM (2006) Chemical screening methods to identify ligands that promote protein stability, protein crystallization, and structure determination. Proc Natl Acad Sci U S A 103(43):15835–15840. https://doi.org/10.1073/pnas.0605224103
Scheres SH (2016) Processing of structurally heterogeneous Cryo-EM data in RELION. Methods Enzymol 579:125–157
Punjani A, Rubinstein JL, Fleet DJ, Brubaker MA (2017) cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination. Nat Methods 14(3):290–296. https://doi.org/10.1038/nmeth.4169
Nguyen THD, Galej WP, Bai XC, Oubridge C, Newman AJ, Scheres SHW, Nagai K (2016) Cryo-EM structure of the yeast U4/U6.U5 tri-snRNP at 3.7 A resolution. Nature 530(7590):298–302. https://doi.org/10.1038/nature16940
von Loeffelholz O, Natchiar SK, Djabeur N, Myasnikov AG, Kratzat H, Menetret JF, Hazemann I, Klaholz BP (2017) Focused classification and refinement in high-resolution cryo-EM structural analysis of ribosome complexes. Curr Opin Struct Biol 46:140–148
Lepault J, Booy FP, Dubochet J (1983) Electron microscopy of frozen biological suspensions. J Microsc 129(Pt 1):89–102. https://doi.org/10.1111/j.1365-2818.1983.tb04163.x
Thompson RF, Walker M, Siebert CA, Muench SP, Ranson NA (2016) An introduction to sample preparation and imaging by cryo-electron microscopy for structural biology. Methods 100:3–15. https://doi.org/10.1016/j.ymeth.2016.02.017
Mesa P, Deniaud A, Montoya G, Schaffitzel C (2013) Directly from the source: endogenous preparations of molecular machines. Curr Opin Struct Biol 23(3):319–325
Chen R (2012) Bacterial expression systems for recombinant protein production: E. coli and beyond. Biotechnol Adv 30(5):1102–1107. https://doi.org/10.1016/j.biotechadv.2011.09.013
Zhao Y, Bishop B, Clay JE, Lu W, Jones M, Daenke S, Siebold C, Stuart DI, Jones EY, Aricescu AR (2011) Automation of large scale transient protein expression in mammalian cells. J Struct Biol 175(2):209–215. https://doi.org/10.1016/j.jsb.2011.04.017
Pelosse M, Crocker H, Gorda B, Lemaire P, Rauch J, Berger I (2017) MultiBac: from protein complex structures to synthetic viral nanosystems. BMC Biol 15(1):99
Yamashita A, Izumi N, Kashima I, Ohnishi T, Saari B, Katsuhata Y, Muramatsu R, Morita T, Iwamatsu A, Hachiya T, Kurata R, Hirano H, Anderson P, Ohno S (2009) SMG-8 and SMG-9, two novel subunits of the SMG-1 complex, regulate remodeling of the mRNA surveillance complex during nonsense-mediated mRNA decay. Genes Dev 23(9):1091–1105. https://doi.org/10.1101/gad.1767209
Deniaud A, Karuppasamy M, Bock T, Masiulis S, Huard K, Garzoni F, Kerschgens K, Hentze MW, Kulozik AE, Beck M, Neu-Yilik G, Schaffitzel C (2015) A network of SMG-8, SMG-9 and SMG-1 C-terminal insertion domain regulates UPF1 substrate recruitment and phosphorylation. Nucleic Acids Res 43(15):7600–7611. https://doi.org/10.1093/nar/gkv668
Lu P, Bai XC, Ma D, Xie T, Yan C, Sun L, Yang G, Zhao Y, Zhou R, Scheres SHW, Shi Y (2014) Three-dimensional structure of human gamma-secretase. Nature 512(7513):166–170. https://doi.org/10.1038/nature13567
Bai XC, Yan C, Yang G, Lu P, Ma D, Sun L, Zhou R, Scheres SHW, Shi Y (2015) An atomic structure of human gamma-secretase. Nature 525(7568):212–217. https://doi.org/10.1038/nature14892
Proteau A, Shi R, Cygler M (2010) Application of dynamic light scattering in protein crystallization. Curr Protoc Protein Sci Chapter 17: Unit 17 10
Ericsson UB, Hallberg BM, Detitta GT, Dekker N, Nordlund P (2006) Thermofluor-based high-throughput stability optimization of proteins for structural studies. Anal Biochem 357(2):289–298. https://doi.org/10.1016/j.ab.2006.07.027
Chari A, Haselbach D, Kirves JM, Ohmer J, Paknia E, Fischer N, Ganichkin O, Moller V, Frye JJ, Petzold G, Jarvis M, Tietzel M, Grimm C, Peters JM, Schulman BA, Tittmann K, Markl J, Fischer U, Stark H (2015) ProteoPlex: stability optimization of macromolecular complexes by sparse-matrix screening of chemical space. Nat Methods 12(9):859–865. https://doi.org/10.1038/nmeth.3493
Stark H, Chari A (2016) Sample preparation of biological macromolecular assemblies for the determination of high-resolution structures by cryo-electron microscopy. Microscopy (Oxf) 65(1):23–34
Kim J, Wu S, Tomasiak TM, Mergel C, Winter MB, Stiller SB, Robles-Colmanares Y, Stroud RM, Tampe R, Craik CS, Cheng Y (2015) Subnanometre-resolution electron cryomicroscopy structure of a heterodimeric ABC exporter. Nature 517(7534):396–400. https://doi.org/10.1038/nature13872
Wu S, Avila-Sakar A, Kim J, Booth DS, Greenberg CH, Rossi A, Liao M, Li X, Alian A, Griner SL, Juge N, Yu Y, Mergel CM, Chaparro-Riggers J, Strop P, Tampe R, Edwards RH, Stroud RM, Craik CS, Cheng Y (2012) Fabs enable single particle cryoEM studies of small proteins. Structure 20(4):582–592. https://doi.org/10.1016/j.str.2012.02.017
Davies RB, Smits C, Wong ASW, Stock D, Christie M, Sandin S, Stewart AG (2017) Cryo-EM analysis of a domain antibody bound rotary ATPase complex. J Struct Biol 197(3):350–353. https://doi.org/10.1016/j.jsb.2017.01.002
Westfield GH, Rasmussen SG, Su M, Dutta S, DeVree BT, Chung KY, Calinski D, Velez-Ruiz G, Oleskie AN, Pardon E, Chae PS, Liu T, Li S, Woods VL Jr, Steyaert J, Kobilka BK, Sunahara RK, Skiniotis G (2011) Structural flexibility of the G alpha s alpha-helical domain in the beta2-adrenoceptor Gs complex. Proc Natl Acad Sci U S A 108(38):16086–16091. https://doi.org/10.1073/pnas.1113645108
Shukla AK, Westfield GH, Xiao K, Reis RI, Huang LY, Tripathi-Shukla P, Qian J, Li S, Blanc A, Oleskie AN, Dosey AM, Su M, Liang CR, Gu LL, Shan JM, Chen X, Hanna R, Choi M, Yao XJ, Klink BU, Kahsai AW, Sidhu SS, Koide S, Penczek PA, Kossiakoff AA, Woods VL Jr, Kobilka BK, Skiniotis G, Lefkowitz RJ (2014) Visualization of arrestin recruitment by a G-protein-coupled receptor. Nature 512(7513):218–222. https://doi.org/10.1038/nature13430
Garcia-Nafria J, Lee Y, Bai X, Carpenter B, Tate CG (2018) Cryo-EM structure of the adenosine A2A receptor coupled to an engineered heterotrimeric G protein. elife 7. https://doi.org/10.7554/eLife.35946.001
Coscia F, Estrozi LF, Hans F, Malet H, Noirclerc-Savoye M, Schoehn G, Petosa C (2016) Fusion to a homo-oligomeric scaffold allows cryo-EM analysis of a small protein." Sci Rep. Sci Rep 6:30909. https://doi.org/10.1038/srep30909
Vijayachandran LS, Viola C, Garzoni F, Trowitzsch S, Bieniossek C, Chaillet M, Schaffitzel C, Busso D, Romier C, Poterszman A, Richmond TJ, Berger I (2011) Robots, pipelines, polyproteins: enabling multiprotein expression in prokaryotic and eukaryotic cells. J Struct Biol 175(2):198–208. https://doi.org/10.1016/j.jsb.2011.03.007
Crepin T, Swale C, Monod A, Garzoni F, Chaillet M, Berger I (2015) Polyproteins in structural biology. Curr Opin Struct Biol 32:139–146
von Loeffelholz O, Jiang Q, Ariosa A, Karuppasamy M, Huard K, Berger I, Shan SO, Schaffitzel C (2015) Ribosome-SRP-FtsY cotranslational targeting complex in the closed state. Proc Natl Acad Sci U S A 112(13):3943–3948. https://doi.org/10.1073/pnas.1424453112
Karuppasamy M, Kusmider B, Oliveira TM, Gaubitz C, Prouteau M, Loewith R, Schaffitzel C (2017) Cryo-EM structure of Saccharomyces cerevisiae target of rapamycin complex 2. Nat Commun 8(1):1729. https://doi.org/10.1038/s41467-017-01862-0
Kastner B, Fischer N, Golas MM, Sander B, Dube P, Boehringer D, Hartmuth K, Deckert J, Hauer F, Wolf E, Uchtenhagen H, Urlaub H, Herzog F, Peters JM, Poerschke D, Luhrmann R, Stark H (2008) GraFix: sample preparation for single-particle electron cryomicroscopy. Nat Methods 5(1):53–55. https://doi.org/10.1038/nmeth1139
Mio K, Sato C (2018) Lipid environment of membrane proteins in cryo-EM based structural analysis. Biophys Rev 10(2):307–316
Liao M, Cao E, Julius D, Cheng Y (2013) Structure of the TRPV1 ion channel determined by electron cryo-microscopy. Nature 504(7478):107–112. https://doi.org/10.1038/nature12822
Vinothkumar KR, Zhu J, Hirst J (2014) Architecture of mammalian respiratory complex I. Nature 515(7525):80–84. https://doi.org/10.1038/nature13686
Jiang JS, Pentelute BL, Collier RJ, Zhou ZH (2015) Atomic structure of anthrax protective antigen pore elucidates toxin translocation. Nature 521(7553):545–U323. https://doi.org/10.1038/nature14247
Voorhees RM, Hegde RS (2016) Structure of the Sec61 channel opened by a signal sequence. Science 351(6268):88–91. https://doi.org/10.1126/science.aad4992
Tao X, Hite RK, MacKinnon R (2017) Cryo-EM structure of the open high-conductance ca(2+)-activated K(+) channel. Nature 541(7635):46–51. https://doi.org/10.1038/nature20608
Zhang Y, Sun B, Feng D, Hu H, Chu M, Qu Q, Tarrasch JT, Li S, Sun Kobilka T, Kobilka BK, Skiniotis G (2017) Cryo-EM structure of the activated GLP-1 receptor in complex with a G protein. Nature 546(7657):248–253. https://doi.org/10.1038/nature22394
Kim Y, Chen J (2018) Molecular structure of human P-glycoprotein in the ATP-bound, outward-facing conformation. Science 359(6378):915–919. https://doi.org/10.1126/science.aar7389
Qian P, Siebert CA, Wang P, Canniffe DP, Hunter CN (2018) Cryo-EM structure of the Blastochloris viridis LH1-RC complex at 2.9 A. Nature 556(7700):203–208. https://doi.org/10.1038/s41586-018-0014-5
Vinothkumar KR (2015) Membrane protein structures without crystals, by single particle electron cryomicroscopy. Curr Opin Struct Biol 33:103–114
Hauer F, Gerle C, Fischer N, Oshima A, Shinzawa-Itoh K, Shimada S, Yokoyama K, Fujiyoshi Y, Stark H (2015) GraDeR: membrane protein complex preparation for single-particle cryo-EM. Structure 23(9):1769–1775. https://doi.org/10.1016/j.str.2015.06.029
Popot JL, Althoff T, Bagnard D, Baneres JL, Bazzacco P, Billon-Denis E, Catoire LJ, Champeil P, Charvolin D, Cocco MJ, Cremel G, Dahmane T, de la Maza LM, Ebel C, Gabel F, Giusti F, Gohon Y, Goormaghtigh E, Guittet E, Kleinschmidt JH, Kühlbrandt W, Le Bon C, Martinez KL, Picard M, Pucci B, Sachs JN, Tribet C, van Heijenoort C, Wien F, Zito F, Zoonens M (2011) Amphipols from A to Z. Annu Rev Biophys 40:379–408. https://doi.org/10.1146/annurev-biophys-042910-155219
Mazhab-Jafari MT, Rohou A, Schmidt C, Bueler SA, Benlekbir S, Robinson CV, Rubinstein JL (2016) Atomic model for the membrane-embedded VO motor of a eukaryotic V-ATPase. Nature 539(7627):118–122. https://doi.org/10.1038/nature19828
Su Q, Hu F, Liu Y, Ge X, Mei C, Yu S, Shen A, Zhou Q, Yan C, Lei J, Zhang Y, Liu X, Wang T (2018) Cryo-EM structure of the polycystic kidney disease-like channel PKD2L1. Nat Commun 9(1):1192. https://doi.org/10.1038/s41467-018-03606-0
Denisov IG, Sligar SG (2016) Nanodiscs for structural and functional studies of membrane proteins. Nat Struct Mol Biol 23(6):481–486
Frauenfeld J, Gumbart J, Sluis EO, Funes S, Gartmann M, Beatrix B, Mielke T, Berninghausen O, Becker T, Schulten K, Beckmann R (2011) Cryo-EM structure of the ribosome-SecYE complex in the membrane environment. Nat Struct Mol Biol 18(5):614–621. https://doi.org/10.1038/nsmb.2026
Efremov RG, Leitner A, Aebersold R, Raunser S (2015) Architecture and conformational switch mechanism of the ryanodine receptor. Nature 517(7532):39–43. https://doi.org/10.1038/nature13916
Yan Z, Bai X, Yan C, Wu J, Li Z, Xie T, Peng W, Yin C, Li X, Scheres SHW, Shi Y, Yan N (2015) Structure of the rabbit ryanodine receptor RyR1 at near-atomic resolution. Nature 517(7532):50–55. https://doi.org/10.1038/nature14063
Zalk R, Clarke OB, des Georges A, Grassucci RA, Reiken S, Mancia F, Hendrickson WA, Frank J, Marks AR (2015) Structure of a mammalian ryanodine receptor. Nature 517(7532):44–49. https://doi.org/10.1038/nature13950
Frauenfeld J, Loving R, Armache JP, Sonnen AF, Guettou F, Moberg P, Zhu L, Jegerschold C, Flayhan A, Briggs JA, Garoff H, Low C, Cheng Y, Nordlund P (2016) A saposin-lipoprotein nanoparticle system for membrane proteins. Nat Methods 13(4):345–351. https://doi.org/10.1038/nmeth.3801
Bruhn H (2005) A short guided tour through functional and structural features of saposin-like proteins. Biochem J 389(Pt 2):249–257. https://doi.org/10.1042/BJ20050051
Knowles TJ, Finka R, Smith C, Lin YP, Dafforn T, Overduin M (2009) Membrane proteins solubilized intact in lipid containing nanoparticles bounded by styrene maleic acid copolymer. J Am Chem Soc 131(22):7484–7485. https://doi.org/10.1021/ja810046q
Sun C, Benlekbir S, Venkatakrishnan P, Wang Y, Hong S, Hosler J, Tajkhorshid E, Rubinstein JL, Gennis RB (2018) Structure of the alternative complex III in a supercomplex with cytochrome oxidase. Nature 557(7703):123–126. https://doi.org/10.1038/s41586-018-0061-y
Cheng Y, Grigorieff N, Penczek PA, Walz T (2015) A primer to single-particle cryo-electron microscopy. Cell 161(3):438–449. https://doi.org/10.1016/j.cell.2015.03.049
Grassucci RA, Taylor D, Frank J (2008) Visualization of macromolecular complexes using cryo-electron microscopy with FEI Tecnai transmission electron microscopes. Nat Protoc 3(2):330–339. https://doi.org/10.1038/nprot.2007.474
Kelly D, Dukovski D, Walz T (2010) A practical guide to the use of monolayer purification and affinity grids. Methods Enzymol 481:83–107. https://doi.org/10.1016/S0076-6879(10)81004-3
Yu G, Vago F, Zhang D, Snyder JE, Yan R, Zhang C, Benjamin C, Jiang X, Kuhn RJ, Serwer P, Thompson DH, Jiang W (2014) Single-step antibody-based affinity cryo-electron microscopy for imaging and structural analysis of macromolecular assemblies. J Struct Biol 187(1):1–9. https://doi.org/10.1016/j.jsb.2014.04.006
Crucifix C, Uhring M, Schultz P (2004) Immobilization of biotinylated DNA on 2-D streptavidin crystals. J Struct Biol 146(3):441–451. https://doi.org/10.1016/j.jsb.2004.02.001
Scheres SH (2014) Beam-induced motion correction for sub-megadalton cryo-EM particles. elife 3:e03665. https://doi.org/10.7554/eLife.03665
Russo CJ, Passmore LA (2014) Electron microscopy: ultrastable gold substrates for electron cryomicroscopy. Science 346(6215):1377–1380. https://doi.org/10.1126/science.1259530
Russo CJ, Passmore LA (2014) Controlling protein adsorption on graphene for cryo-EM using low-energy hydrogen plasmas. Nat Methods 11(6):649–652. https://doi.org/10.1038/nmeth.2931
Garaeva AA, Oostergetel GT, Gati C, Guskov A, Paulino C, Slotboom DJ (2018) Cryo-EM structure of the human neutral amino acid transporter ASCT2. Nat Struct Mol Biol 25(6):515–521. https://doi.org/10.1038/s41594-018-0076-y
Lee CH, MacKinnon R (2017) Structures of the human HCN1 hyperpolarization-activated channel. Cell 168(1–2):111–120 e111. https://doi.org/10.1016/j.cell.2016.12.023
Razinkov I, Dandey V, Wei H, Zhang Z, Melnekoff D, Rice WJ, Wigge C, Potter CS, Carragher B (2016) A new method for vitrifying samples for cryoEM. J Struct Biol 195(2):190–198. https://doi.org/10.1016/j.jsb.2016.06.001
Feng X, Fu Z, Kaledhonkar S, Jia Y, Shah B, Jin A, Liu Z, Sun M, Chen B, Grassucci RA, Ren Y, Jiang H, Frank J, Lin Q (2017) A fast and effective microfluidic spraying-plunging method for high-resolution single-particle cryo-EM. Structure 25(4):663–670 e663. https://doi.org/10.1016/j.str.2017.02.005
Arnold SA, Albiez S, Bieri A, Syntychaki A, Adaixo R, McLeod RA, Goldie KN, Stahlberg H, Braun T (2017) Blotting-free and lossless cryo-electron microscopy grid preparation from nanoliter-sized protein samples and single-cell extracts. J Struct Biol 197(3):220–226. https://doi.org/10.1016/j.jsb.2016.11.002
Wei H, Dandey VP, Zhang Z, Raczkowski A, Rice WJ, Carragher B, Potter CS (2018) Optimizing "self-wicking" nanowire grids. J Struct Biol 202(2):170–174. https://doi.org/10.1016/j.jsb.2018.01.001
Lu Z, Shaikh TR, Barnard D, Meng X, Mohamed H, Yassin A, Mannella CA, Agrawal RK, Lu TM, Wagenknecht T (2009) Monolithic microfluidic mixing-spraying devices for time-resolved cryo-electron microscopy. J Struct Biol 168(3):388–395. https://doi.org/10.1016/j.jsb.2009.08.004
Glaeser RM (2016) How good can cryo-EM become? Nat Methods 13(1):28–32
Danev R, Buijsse B, Khoshouei M, Plitzko JM, Baumeister W (2014) Volta potential phase plate for in-focus phase contrast transmission electron microscopy. Proc Natl Acad Sci U S A 111(44):15635–15640. https://doi.org/10.1073/pnas.1418377111
Danev R, Baumeister W (2016) Cryo-EM single particle analysis with the Volta phase plate. elife 5
Mahamid J, Pfeffer S, Schaffer M, Villa E, Danev R, Cuellar LK, Forster F, Hyman AA, Plitzko JM, Baumeister W (2016) Visualizing the molecular sociology at the HeLa cell nuclear periphery. Science 351(6276):969–972. https://doi.org/10.1126/science.aad8857
Khoshouei M, Radjainia M, Baumeister W, Danev R (2017) Cryo-EM structure of haemoglobin at 3.2 A determined with the Volta phase plate. Nat Commun 8:16099. https://doi.org/10.1038/ncomms16099
Liang YL, Khoshouei M, Radjainia M, Zhang Y, Glukhova A, Tarrasch J, Thal DM, Furness SGB, Christopoulos G, Coudrat T, Danev R, Baumeister W, Miller LJ, Christopoulos A, Kobilka BK, Wootten D, Skiniotis G, Sexton PM (2017) Phase-plate cryo-EM structure of a class B GPCR-G-protein complex. Nature 546(7656):118–123. https://doi.org/10.1038/nature22327
Liang YL, Khoshouei M, Glukhova A, Furness SGB, Zhao P, Clydesdale L, Koole C, Truong TT, Thal DM, Lei S, Radjainia M, Danev R, Baumeister W, Wang MW, Miller LJ, Christopoulos A, Sexton PM, Wootten D (2018) Phase-plate cryo-EM structure of a biased agonist-bound human GLP-1 receptor-Gs complex. Nature 555(7694):121–125. https://doi.org/10.1038/nature25773
Schaffer M, Mahamid J, Engel BD, Laugks T, Baumeister W, Plitzko JM (2017) Optimized cryo-focused ion beam sample preparation aimed at in situ structural studies of membrane proteins. J Struct Biol 197(2):73–82. https://doi.org/10.1016/j.jsb.2016.07.010
Wan W, Briggs JA (2016) Cryo-electron tomography and subtomogram averaging. Methods Enzymol 579:329–367
Baker LA, Grange M, Grünewald K (2017) Electron cryo-tomography captures macromolecular complexes in native environments. Curr Opin Struct Biol 46:149–156
Oikonomou CM, Jensen GJ (2017) Cellular electron cryotomography: toward structural biology in situ. Annu Rev Biochem 86:873–896. https://doi.org/10.1146/annurev-biochem-061516-044741
Kosinski J, Mosalaganti S, von Appen A, Teimer R, DiGuilio AL, Wan W, Bui KH, Hagen WJ, Briggs JA, Glavy JS, Hurt E, Beck M (2016) Molecular architecture of the inner ring scaffold of the human nuclear pore complex. Science 352(6283):363–365. https://doi.org/10.1126/science.aaf0643
Lin DH, Stuwe T, Schilbach S, Rundlet EJ, Perriches T, Mobbs G, Fan Y, Thierbach K, Huber FM, Collins LN, Davenport AM, Jeon YE, Hoelz A (2016) Architecture of the symmetric core of the nuclear pore. Science 352(6283):aaf1015. https://doi.org/10.1126/science.aaf1015
Wu M, Gu J, Guo R, Huang Y, Yang M (2016) Structure of mammalian respiratory supercomplex I1III2IV1. Cell 167(6):1598–1609 e1510
Zhang S, Kostyuchenko VA, Ng TS, Lim XN, Ooi JS, Lambert S, Tan TY, Widman DG, Shi J, Baric RS, Lok SM (2016) Neutralization mechanism of a highly potent antibody against Zika virus. Nat Commun 7:13679
Han Y, Yan C, Nguyen THD, Jackobel AJ, Ivanov I, Knutson BA, He Y (2017) Structural mechanism of ATP-independent transcription initiation by RNA polymerase I. Elife 6:e27414. https://doi.org/10.7554/eLife.27414
Wang F, Burrage AM, Postel S, Clark RE, Orlova A, Sundberg EJ, Kearns DB, Egelman EH (2017) A structural model of flagellar filament switching across multiple bacterial species. Nat Commun 8(1):960
Fislage M, Zhang J, Brown ZP, Mandava CS, Sanyal S, Ehrenberg M, Frank J (2018) Cryo-EM shows stages of initial codon selection on the ribosome by aa-tRNA in ternary complex with GTP and the GTPase-deficient EF-Tu H84A. Nucleic Acids Res 46(11):5861–5874
Gao Y, Cao E, Julius D, Cheng Y (2016) TRPV1 structures in nanodiscs reveal mechanisms of ligand and lipid action. Nature 534(7607):347–351
Acknowledgments
The authors would like to thank the members of the Berger and Schaffitzel team and Dr. Ufuk Borucu for critically reading the manuscript. CS acknowledges funding by the BBSRC (BB/P000940/1), the MRC (MR/P019471/1) and the Wellcome Trust (210701/Z/18/Z). AD acknowledges funding by the CEA DRF-Impulsion program (FIB-Bio grant).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2024 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this chapter
Cite this chapter
Deniaud, A., Kabasakal, B.V., Bufton, J.C., Schaffitzel, C. (2024). Sample Preparation for Electron Cryo-Microscopy of Macromolecular Machines. In: Vega, M.C., Fernández, F.J. (eds) Advanced Technologies for Protein Complex Production and Characterization. Advances in Experimental Medicine and Biology, vol 1453. Springer, Cham. https://doi.org/10.1007/978-3-031-52193-5_12
Download citation
DOI: https://doi.org/10.1007/978-3-031-52193-5_12
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-52192-8
Online ISBN: 978-3-031-52193-5
eBook Packages: Biomedical and Life SciencesBiomedical and Life Sciences (R0)