A ‘build and retrieve’ methodology to simultaneously solve cryo-em structures of membrane proteins

A ‘build and retrieve’ methodology to simultaneously solve cryo-em structures of membrane proteins


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ABSTRACT Single-particle cryo-electron microscopy (cryo-EM) has become a powerful technique in the field of structural biology. However, the inability to reliably produce pure, homogeneous


membrane protein samples hampers the progress of their structural determination. Here, we develop a bottom-up iterative method, Build and Retrieve (BaR), that enables the identification and


determination of cryo-EM structures of a variety of inner and outer membrane proteins, including membrane protein complexes of different sizes and dimensions, from a heterogeneous, impure


protein sample. We also use the BaR methodology to elucidate structural information from _Escherichia coli_ K12 crude membrane and raw lysate. The findings demonstrate that it is possible to


solve high-resolution structures of a number of relatively small (<100 kDa) and less abundant (<10%) unidentified membrane proteins within a single, heterogeneous sample. Importantly,


these results highlight the potential of cryo-EM for systems structural proteomics. Access through your institution Buy or subscribe This is a preview of subscription content, access via


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STRUCTURAL ANALYSIS OF BACTERIAL RIBOSOMES IN SITU Article Open access 28 January 2025 CRYOSTAR: LEVERAGING STRUCTURAL PRIORS AND CONSTRAINTS FOR CRYO-EM HETEROGENEOUS RECONSTRUCTION Article


29 October 2024 DATA AVAILABILITY Atomic coordinates and structure factors have been deposited with accession codes 6WTI (PDB) and EMD-21897 (EMDB) for cytochrome bo3; 6WU0 (PDB) and


EMD-21901 (EMDB) for BpHpnN; 6WTZ (PDB) and EMD-21900 (EMDB) for OmpF; 6WU6 (PDB) and EMD-21906 (EMDB) for SQR (3.60 Å); 7JZ3 (PDB) and EMD-22529 (EMDB) for OmpC; 7JZ2 (PDB) and EMD-22528


(EMDB) for SQR (2.50 Å); 7JZ6 (PDB) and EMD-22530 (EMDB) for KatG; and 7JZH (PDB) and EMD-22531 (EMDB) for GadB. Source data are provided with this paper. REFERENCES * Vinothkumar, K. R.


& Henderson, R. Single particle electron cryomicroscopy: trends, issues and future perspective. _Q. Rev. Biophys._ 49, 1–25 (2016). Article  Google Scholar  * Herzik, M. A.Jr, Wu, M.


& Lander, G. C. High-resolution structure determination of sub-100 kDa complexes using conventional cryo-EM. _Nat. Commun._ 10, 1032 (2019). Article  Google Scholar  * Ho, C. M. et al.


Malaria parasite translocon structure and mechanism of effector export. _Nature_ 561, 70–75 (2018). Article  CAS  Google Scholar  * Morgan, C. E. et al. Cryo-electron microscopy structure of


the _Acinetobacter baumannii_ 70S ribosome and implications for new antibiotic development. _mBio_ 11, e03117–e03119 (2020). Article  CAS  Google Scholar  * Adams, P. D. et al. PHENIX:


building new software for automated crystallographic structure determination. _Acta Crystallogr. D Biol. Crystallogr._ 58, 1948–1954 (2002). Article  Google Scholar  * Emsley, P. &


Cowtan, K. Coot: model-building tools for molecular graphics. _Acta Crystallogr. D Biol. Crystallogr._ 60, 2126–2132 (2004). Article  Google Scholar  * Daligault, H. E. et al. Whole-genome


assemblies of 56 _Burkholderia_ species. _Genome Announc._ 2, e01106–e01114 (2014). PubMed  PubMed Central  Google Scholar  * Doughty, D. M. et al. The RND-family transporter, HpnN, is


required for hopanoid localization to the outer membrane of _Rhodopseudomonas palustris_ TIE-1. _Proc. Natl Acad. Sci. U S A_ 108, E1045–E1051 (2011). Article  CAS  Google Scholar  * Sousa,


F. L. et al. The superfamily of heme-copper oxygen reductases: types and evolutionary considerations. _Biochim. Biophys. Acta_ 1817, 629–637 (2012). Article  CAS  Google Scholar  * Abramson,


J. et al. The structure of the ubiquinol oxidase from _Escherichia coli_ and its ubiquinone binding site. _Nat. Struct. Biol._ 7, 910–917 (2000). Article  CAS  Google Scholar  * Yap, L. L.


et al. The quinone-binding sites of the cytochrome bo3 ubiquinol oxidase from _Escherichia coli_. _Biochim. Biophys. Acta_ 1797, 1924–1932 (2010). Article  CAS  Google Scholar  * Choi, S. K.


et al. Location of the substrate binding site of the cytochrome bo3 ubiquinol oxidase from _Escherichia coli_. _J. Am. Chem. Soc._ 139, 8346–8354 (2017). Article  CAS  Google Scholar  *


Kumar, N. et al. Crystal structures of the _Burkholderia multivorans_ hopanoid transporter HpnN. _Proc. Natl Acad. Sci. U S A_ 114, 6557–6562 (2017). Article  CAS  Google Scholar  * Centers


for Disease Control and Prevention. Bioterrorism agents/diseases (U.S. Department of Health and Human Services, 2018); https://emergency.cdc.gov/agent/agentlist-category.asp * Wagar, E.


Bioterrorism and the role of the clinical microbiology laboratory. _Clin. Microbiol. Rev._ 29, 175–189 (2016). Article  Google Scholar  * Christopher, G. W., Cieslak, T. J., Pavlin, J. A.


& Eitzen, E. M.Jr Biological warfare. A historical perspective. _JAMA_ 278, 412–417 (1997). Article  CAS  Google Scholar  * Nierman, W. C. et al. Structural flexibility in the


_Burkholderia mallei_ genome. _Proc. Natl Acad. Sci. U S A_ 101, 14246–14251 (2004). Article  CAS  Google Scholar  * Schweizer, H. P. Mechanisms of antibiotic resistance in _Burkholderia


pseudomallei_: implications for treatment of melioidosis. _Future Microbiol._ 7, 1389–1399 (2012). Article  CAS  Google Scholar  * Malott, R. J., Steen-Kinnaird, B. R., Lee, T. D. &


Speert, D. P. Identification of hopanoid biosynthesis genes involved in polymyxin resistance in _Burkholderia multivorans_. _Antimicrob. Agents Chemother._ 56, 464–471 (2012). Article  CAS 


Google Scholar  * Malott, R. J. et al. Fosmidomycin decreases membrane hopanoids and potentiates the effects of colistin on _Burkholderia multivorans_ clinical isolates. _Antimicrob. Agents


Chemother._ 58, 5211–5219 (2014). Article  Google Scholar  * Nikaido, H. Molecular basis of bacterial outer membrane permeability revisited. _Microbiol. Mol. Biol. Rev._ 67, 593–656 (2003).


Article  CAS  Google Scholar  * Cowan, S. W. et al. Crystal structures explain functional properties of two _E. coli_ porins. _Nature_ 358, 727–733 (1992). Article  CAS  Google Scholar  *


Yankovskaya, V. et al. Architecture of succinate dehydrogenase and reactive oxygen species generation. _Science_ 299, 700–704 (2003). Article  CAS  Google Scholar  * Baslé, A., Rummel, G.,


Storici, P., Rosenbusch, J. P. & Schirmer, T. Crystal structure of osmoporin OmpC from _E. coli_ at 2.0 Å. _J. Mol. Biol._ 362, 933–942 (2006). Article  Google Scholar  * Carpena, X.,


Melik-Adamyan, W., Loewen, P. C. & Fita, I. Structure of the C-terminal domain of the catalase–peroxidase KatG from _Escherichia coli_. _Acta Crystallogr. D Biol. Crystallogr._ 60,


1824–1832 (2004). Article  Google Scholar  * Capitani, G. et al. Crystal structure and functional analysis of _Escherichia coli_ glutamate decarboxylase. _EMBO J._ 22, 4027–4037 (2003).


Article  CAS  Google Scholar  * Chorev, D. S. et al. Protein assemblies ejected directly from native membranes yield complexes for mass spectrometry. _Science_ 362, 829–834 (2018). Article 


CAS  Google Scholar  * Ho, C. M. et al. Bottom-up structural proteomics: cryoEM of protein complexes enriched from the cellular milieu. _Nat. Methods_ 17, 79–85 (2020). Article  CAS  Google


Scholar  * Kastritis, P. L. et al. Capturing protein communities by structural proteomics in a thermophilic eukaryote. _Mol. Syst. Biol._ 13, 936 (2017). Article  Google Scholar  * Yi, X.,


Verbeke, E. J., Chang, Y., Dickinson, D. J. & Taylor, D. W. Electron microscopy snapshots of single particles from single cells. _J. Biol. Chem._ 294, 1602–1608 (2019). Article  CAS 


Google Scholar  * Schmidli, C. et al. Microfluidic protein isolation and sample preparation for high-resolution cryo-EM. _Proc. Natl Acad. Sci. U S A_ 116, 15007–15012 (2019). Article  CAS 


Google Scholar  * Long, F. et al. Crystal structures of the CusA efflux pump suggest methionine-mediated metal transport. _Nature_ 467, 484–488 (2010). Article  CAS  Google Scholar  *


Mastronarde, D. N. Automated electron microscope tomography using robust prediction of specimen movements. _J. Struct. Biol._ 152, 36–51 (2005). Article  Google Scholar  * Zheng, S. Q. et


al. MotionCor2: anisotropic correction of beam-induced motion for improved cryo-electron microscopy. _Nat. Methods_ 14, 331–332 (2017). Article  CAS  Google Scholar  * Punjani, A.,


Rubinstein, J. L., Fleet, D. J. & Brubaker, M. A. cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination. _Nat. Methods_ 14, 290–296 (2017). Article  CAS  Google


Scholar  * Terwilliger, T. C., Ludtke, S. J., Read, R. J., Adams, P. D. & Afonine, P. V. Improvement of cryo-EM maps by density modification. _Nat. Methods_ 17, 923–927 (2020). Article 


CAS  Google Scholar  * Afonine, P. V. et al. Real-space refinement in PHENIX for cryo-EM and crystallography. _Acta Crystallogr. D Struct. Biol._ 74, 531–544 (2018). Article  CAS  Google


Scholar  * Chen, V. B. et al. MolProbity: all-atom structure validation for macromolecular crystallography. _Acta Crystallogr. D Biol. Crystallogr._ 66, 12–21 (2010). Article  CAS  Google


Scholar  * Marty, M. T. et al. Bayesian deconvolution of mass and ion mobility spectra: from binary interactions to polydisperse ensembles. _Anal. Chem._ 87, 4370–4376 (2015). Article  CAS 


Google Scholar  * Shevchenko, A., Wilm, M., Vorm, O. & Mann, M. Mass spectrometric sequencing of proteins from silver-stained polyacrylamide gels. _Anal. Chem._ 68, 850–858 (1996).


Article  CAS  Google Scholar  Download references ACKNOWLEDGEMENTS We thank P. A. Klenotic for proofreading the manuscript. We are grateful to the Cryo-Electron Microscopy Core at the CWRU


School of Medicine and K. Li for access to the sample preparation and Cryo-EM instrumentation. We thank D. Wu and T. El-Baba for help with proteomics analysis. This work was supported by NIH


grant R01AI145069 (E.W.Y.) and MRC grant MR/N020413/1 (C.V.R.). This research was supported in part by the National Cryo-EM Facility of the National Cancer Institute at the Frederick


National Laboratory for Cancer Research under contract HSSN261200800001E. AUTHOR INFORMATION Author notes * These authors contributed equally: Chih-Chia Su, Meinan Lyu, Christopher E.


Morgan. AUTHORS AND AFFILIATIONS * Department of Pharmacology, Case Western Reserve University School of Medicine, Cleveland, OH, USA Chih-Chia Su, Meinan Lyu, Christopher E. Morgan & 


Edward W. Yu * Department of Chemistry, University of Oxford, Oxford, UK Jani Reddy Bolla & Carol V. Robinson Authors * Chih-Chia Su View author publications You can also search for this


author inPubMed Google Scholar * Meinan Lyu View author publications You can also search for this author inPubMed Google Scholar * Christopher E. Morgan View author publications You can


also search for this author inPubMed Google Scholar * Jani Reddy Bolla View author publications You can also search for this author inPubMed Google Scholar * Carol V. Robinson View author


publications You can also search for this author inPubMed Google Scholar * Edward W. Yu View author publications You can also search for this author inPubMed Google Scholar CONTRIBUTIONS


C.-C.S., M.L., C.E.M. and E.W.Y. designed the cryo-EM experiments. J.R.B. and C.V.R. designed the nMS and proteomics experiments. C.-C.S., M.L. and C.E.M. made the BpHpnN, crude cell


membrane and raw cell lysate samples and performed the cryo-EM experiments. J.R.B. performed the nMS and proteomics experiments. E.W.Y. wrote the manuscript with input from all authors.


CORRESPONDING AUTHOR Correspondence to Edward W. Yu. ETHICS DECLARATIONS COMPETING INTERESTS The authors declare no competing interests. ADDITIONAL INFORMATION PEER REVIEW INFORMATION


Arunima Singh was the primary editor on this article and managed its editorial process and peer review in collaboration with the rest of the editorial team. PUBLISHER’S NOTE Springer Nature


remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. EXTENDED DATA EXTENDED DATA FIG. 1 Flowchart of the ‘Build and Retrieve’ (BaR)


iterative method. EXTENDED DATA FIG. 2 NATIVE MASS SPECTROMETRY (NMS) AND PROTEOMICS ANALYSIS SUGGEST THAT THE SAMPLE OF _B. PSEUDOMALLEI_ HPNN WAS CO-PURIFIED WITH SEVERAL OTHER PROTEINS.


(A) SDS–PAGE of the purified sample where the gel bands were sliced and subjected to tryptic digestion to identify the proteins. Proteomics analysis clearly indicated the presence of HpnN,


OmpF and different components of succinate dehydrogenase (SdhA and SdhB) and cytochrome bo3 oxidase (Subunit I, Subunit II and Subunit III). The protein bands were quantified and replicated


three times using ImageJ (imagej.net), showing the abundance of 60.8% for BpHpnN, 9.4% for SdhA + GlmS, 9.7% for subunit I, 6.4% for ArnC + subunit II+PfkA + GatD + TDH+ OmpF, 6.7% for SdhB


and 1.9% for subunit III. (B) Native mass spectra show several charge state distributions whose deconvoluted masses are shown in the Table. Among them, the 93,548 Da can be readily assigned


to monomeric HpnN and the 133,853 Da to dimeric glucosamine-6-phosphate synthase (GlmS). While the masses 65,233 Da and 75,031 Da can be assigned to SdhA bound to FAD and Subunit I bound to


heme b respectively based on the data from (a). Among the proteins identified in (a), PfkA and TDH are known to exist as tetramers. Therefore, the masses 139,385 Da and 149,545 Da can be


assigned to the PfkA and TDH tetramers. The collisionally induced dissociated products shown in (c) further supported this assignment. EXTENDED DATA FIG. 3 2D CLASSES OF THE CRYO-EM IMAGES.


The 2D classification indicates that there are at least five different proteins coexist in the nanodisc sample. EXTENDED DATA FIG. 4 CRYO-EM ANALYSIS OF THE _E. COLI_ CYTOCHROME BO3 COMPLEX.


(A) BaR processing flowchart. (B) Representative 2D classes. (C) Fourier Shell Correlation (FSC) curves. (D) Sharpened cryo-EM map of the cytochrome bo3 complex viewed in the membrane


plane. (E) Sharpened cryo-EM map of the cytochrome bo3 complex viewed from the cytoplasmic side. (F) Local EM density map of cytochrome bo3. EXTENDED DATA FIG. 5 CRYO-EM ANALYSIS OF THE _B.


PSEUDOMALLEI_ HPNN TRANSPORTER. (A) BaR processing flowchart. (B) Representative 2D classes. (C) Fourier Shell Correlation (FSC) curves. (D and E) Sharpened cryo-EM maps of the BpHpnN


transporter viewed in the membrane plane. (F) Local EM density map of BpHpnN. EXTENDED DATA FIG. 6 CRYO-EM ANALYSIS OF THE _E. COLI_ OMPF PORIN CHANNEL. (A) BaR processing flowchart. (B)


Representative 2D classes. (C) Fourier Shell Correlation (FSC) curves. (D) Sharpened cryo-EM map of the OmpF porin viewed in the membrane plane and from the periplasmic side. (E) Sharpened


cryo-EM map of the OmpF viewed from the exterior side. (F) Local EM density map of OmpF. EXTENDED DATA FIG. 7 CRYO-EM ANALYSIS OF THE _E. COLI_ SQR COMPLEX. (A) BaR processing flowchart. (B)


Representative 2D classes. (C) Fourier Shell Correlation (FSC) curves. (D) Sharpened cryo-EM map of the SQR complex viewed in the membrane plane. (E) Sharpened cryo-EM map of the SQR


complex viewed from the cytoplasmic side. (F) Local EM density map of SQR. SUPPLEMENTARY INFORMATION SUPPLEMENTARY INFORMATION Supplementary Figs. 1–6 and Supplementary Tables 1–5. REPORTING


SUMMARY SOURCE DATA SOURCE DATA EXTENDED DATA FIG. 2 Full scan image for Extended Data Figure 2a. RIGHTS AND PERMISSIONS Reprints and permissions ABOUT THIS ARTICLE CITE THIS ARTICLE Su,


CC., Lyu, M., Morgan, C.E. _et al._ A ‘Build and Retrieve’ methodology to simultaneously solve cryo-EM structures of membrane proteins. _Nat Methods_ 18, 69–75 (2021).


https://doi.org/10.1038/s41592-020-01021-2 Download citation * Received: 08 June 2020 * Accepted: 16 November 2020 * Published: 06 January 2021 * Issue Date: January 2021 * DOI:


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