DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Cryogenic single-molecule fluorescence annotations for electron tomography reveal in situ organization of key proteins in Caulobacter

Abstract

Superresolution fluorescence microscopy and cryogenic electron tomography (CET) are powerful imaging methods for exploring the subcellular organization of biomolecules. Superresolution fluorescence microscopy based on covalent labeling highlights specific proteins and has sufficient sensitivity to observe single fluorescent molecules, but the reconstructions lack detailed cellular context. CET has molecular-scale resolution but lacks specific and nonperturbative intracellular labeling techniques. Here, we describe an imaging scheme that correlates cryogenic single-molecule fluorescence localizations with CET reconstructions. Our approach achieves single-molecule localizations with an average lateral precision of 9 nm, and a relative registration error between the set of localizations and CET reconstruction of ∼30 nm. We illustrate the workflow by annotating the positions of three proteins in the bacterium Caulobacter crescentus : McpA, PopZ, and SpmX. McpA, which forms a part of the chemoreceptor array, acts as a validation structure by being visible under both imaging modalities. In contrast, PopZ and SpmX cannot be directly identified in CET. While not directly discernable, PopZ fills a region at the cell poles that is devoid of electron-dense ribosomes. We annotate the position of PopZ with single-molecule localizations and confirm its position within the ribosome excluded region. We further use the locations of PopZ to provide contextmore » for localizations of SpmX, a low-copy integral membrane protein sequestered by PopZ as part of a signaling pathway that leads to an asymmetric cell division. Our correlative approach reveals that SpmX localizes along one side of the cell pole and its extent closely matches that of the PopZ region.« less

Authors:
; ORCiD logo; ; ORCiD logo; ; ORCiD logo; ; ORCiD logo
Publication Date:
Research Org.:
SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Stanford Univ., CA (United States). Dept. of Chemistry; Stanford Univ. School of Medicine, CA (United States). Dept. of Developmental Biology; Stanford Univ., CA (United States). Dept. of Bioengineering
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
OSTI Identifier:
1632358
Alternate Identifier(s):
OSTI ID: 1647237
Grant/Contract Number:  
FWP100463; AC02-76SF00515; R35GM118067; R35GM118071; P01NS092525
Resource Type:
Published Article
Journal Name:
Proceedings of the National Academy of Sciences of the United States of America
Additional Journal Information:
Journal Name: Proceedings of the National Academy of Sciences of the United States of America; Journal ID: ISSN 0027-8424
Publisher:
National Academy of Sciences
Country of Publication:
United States
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES; 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY; CLEM; superresolution; cryogenic electron tomography; correlative microscopy; CIASM

Citation Formats

Dahlberg, Peter D., Saurabh, Saumya, Sartor, Annina M., Wang, Jiarui, Mitchell, Patrick G., Chiu, Wah, Shapiro, Lucy, and Moerner, W. E. Cryogenic single-molecule fluorescence annotations for electron tomography reveal in situ organization of key proteins in Caulobacter. United States: N. p., 2020. Web. doi:10.1073/pnas.2001849117.
Dahlberg, Peter D., Saurabh, Saumya, Sartor, Annina M., Wang, Jiarui, Mitchell, Patrick G., Chiu, Wah, Shapiro, Lucy, & Moerner, W. E. Cryogenic single-molecule fluorescence annotations for electron tomography reveal in situ organization of key proteins in Caulobacter. United States. https://doi.org/10.1073/pnas.2001849117
Dahlberg, Peter D., Saurabh, Saumya, Sartor, Annina M., Wang, Jiarui, Mitchell, Patrick G., Chiu, Wah, Shapiro, Lucy, and Moerner, W. E. Mon . "Cryogenic single-molecule fluorescence annotations for electron tomography reveal in situ organization of key proteins in Caulobacter". United States. https://doi.org/10.1073/pnas.2001849117.
@article{osti_1632358,
title = {Cryogenic single-molecule fluorescence annotations for electron tomography reveal in situ organization of key proteins in Caulobacter},
author = {Dahlberg, Peter D. and Saurabh, Saumya and Sartor, Annina M. and Wang, Jiarui and Mitchell, Patrick G. and Chiu, Wah and Shapiro, Lucy and Moerner, W. E.},
abstractNote = {Superresolution fluorescence microscopy and cryogenic electron tomography (CET) are powerful imaging methods for exploring the subcellular organization of biomolecules. Superresolution fluorescence microscopy based on covalent labeling highlights specific proteins and has sufficient sensitivity to observe single fluorescent molecules, but the reconstructions lack detailed cellular context. CET has molecular-scale resolution but lacks specific and nonperturbative intracellular labeling techniques. Here, we describe an imaging scheme that correlates cryogenic single-molecule fluorescence localizations with CET reconstructions. Our approach achieves single-molecule localizations with an average lateral precision of 9 nm, and a relative registration error between the set of localizations and CET reconstruction of ∼30 nm. We illustrate the workflow by annotating the positions of three proteins in the bacterium Caulobacter crescentus : McpA, PopZ, and SpmX. McpA, which forms a part of the chemoreceptor array, acts as a validation structure by being visible under both imaging modalities. In contrast, PopZ and SpmX cannot be directly identified in CET. While not directly discernable, PopZ fills a region at the cell poles that is devoid of electron-dense ribosomes. We annotate the position of PopZ with single-molecule localizations and confirm its position within the ribosome excluded region. We further use the locations of PopZ to provide context for localizations of SpmX, a low-copy integral membrane protein sequestered by PopZ as part of a signaling pathway that leads to an asymmetric cell division. Our correlative approach reveals that SpmX localizes along one side of the cell pole and its extent closely matches that of the PopZ region.},
doi = {10.1073/pnas.2001849117},
journal = {Proceedings of the National Academy of Sciences of the United States of America},
number = ,
volume = ,
place = {United States},
year = {Mon Jun 08 00:00:00 EDT 2020},
month = {Mon Jun 08 00:00:00 EDT 2020}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1073/pnas.2001849117

Citation Metrics:
Cited by: 47 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Multicolor localization microscopy and point-spread-function engineering by deep learning
journal, January 2019

  • Hershko, Eran; Weiss, Lucien E.; Michaeli, Tomer
  • Optics Express, Vol. 27, Issue 5
  • DOI: 10.1364/OE.27.006158

Novel organic dyes for multicolor localization-based super-resolution microscopy
journal, May 2015

  • Lehmann, Martin; Lichtner, Gregor; Klenz, Haider
  • Journal of Biophotonics, Vol. 9, Issue 1-2
  • DOI: 10.1002/jbio.201500119

Single-molecule high-resolution imaging with photobleaching
journal, April 2004

  • Gordon, M. P.; Ha, T.; Selvin, P. R.
  • Proceedings of the National Academy of Sciences, Vol. 101, Issue 17, p. 6462-6465
  • DOI: 10.1073/pnas.0401638101

Automated segmentation of electron tomograms for a quantitative description of actin filament networks
journal, January 2012

  • Rigort, Alexander; Günther, David; Hegerl, Reiner
  • Journal of Structural Biology, Vol. 177, Issue 1
  • DOI: 10.1016/j.jsb.2011.08.012

Caulobacter PopZ forms a polar subdomain dictating sequential changes in pole composition and function
journal, April 2010


Ultra-High Resolution Imaging by Fluorescence Photoactivation Localization Microscopy
journal, December 2006


Imaging Intracellular Fluorescent Proteins at Nanometer Resolution
journal, September 2006


Photoactivation mechanism of PAmCherry based on crystal structures of the protein in the dark and fluorescent states
journal, November 2009

  • Subach, Fedor V.; Malashkevich, Vladimir N.; Zencheck, Wendy D.
  • Proceedings of the National Academy of Sciences, Vol. 106, Issue 50
  • DOI: 10.1073/pnas.0909204106

Identification of PAmKate as a Red Photoactivatable Fluorescent Protein for Cryogenic Super-Resolution Imaging
journal, September 2018

  • Dahlberg, Peter D.; Sartor, Annina M.; Wang, Jiarui
  • Journal of the American Chemical Society, Vol. 140, Issue 39
  • DOI: 10.1021/jacs.8b05960

Nanometer-localized multiple single-molecule fluorescence microscopy
journal, July 2004

  • Qu, X.; Wu, D.; Mets, L.
  • Proceedings of the National Academy of Sciences, Vol. 101, Issue 31, p. 11298-11303
  • DOI: 10.1073/pnas.0402155101

Location and architecture of the Caulobacter crescentus chemoreceptor array
journal, July 2008


Selective sequestration of signalling proteins in a membraneless organelle reinforces the spatial regulation of asymmetry in Caulobacter crescentus
journal, January 2020


Correlative cryo super-resolution light and electron microscopy on mammalian cells using fluorescent proteins
journal, February 2019


Universal architecture of bacterial chemoreceptor arrays
journal, September 2009

  • Briegel, A.; Ortega, D. R.; Tocheva, E. I.
  • Proceedings of the National Academy of Sciences, Vol. 106, Issue 40
  • DOI: 10.1073/pnas.0905181106

A Self-Associating Protein Critical for Chromosome Attachment, Division, and Polar Organization in Caulobacter
journal, September 2008


Photophysics of Fluorescent Probes for Single-Molecule Biophysics and Super-Resolution Imaging
journal, May 2012


Localizing Exciton Recombination Sites in Conformationally Distinct Single Conjugated Polymers by Super-resolution Fluorescence Imaging
journal, February 2015


A comprehensive set of plasmids for vanillate- and xylose-inducible gene expression in Caulobacter crescentus
journal, November 2007

  • Thanbichler, M.; Iniesta, A. A.; Shapiro, L.
  • Nucleic Acids Research, Vol. 35, Issue 20
  • DOI: 10.1093/nar/gkm818

Correlative three-dimensional super-resolution and block-face electron microscopy of whole vitreously frozen cells
journal, January 2020


An introduction to sample preparation and imaging by cryo-electron microscopy for structural biology
journal, May 2016


Sub-diffraction-limit imaging by stochastic optical reconstruction microscopy (STORM)
journal, August 2006

  • Rust, Michael J.; Bates, Mark; Zhuang, Xiaowei
  • Nature Methods, Vol. 3, Issue 10
  • DOI: 10.1038/nmeth929

Sequential evolution of bacterial morphology by co-option of a developmental regulator
journal, January 2014

  • Jiang, Chao; Brown, Pamela J. B.; Ducret, Adrien
  • Nature, Vol. 506, Issue 7489
  • DOI: 10.1038/nature12900

ThunderSTORM: a comprehensive ImageJ plug-in for PALM and STORM data analysis and super-resolution imaging
journal, May 2014


Metallothionein as a clonable tag for protein localization by electron microscopy of cells: METALLOTHIONEIN FOR PROTEIN LOCALIZATION IN CELLS
journal, May 2015

  • Morphew, M. K.; O'Toole, E. T.; Page, C. L.
  • Journal of Microscopy, Vol. 260, Issue 1
  • DOI: 10.1111/jmi.12262

Multiplexed 3D super-resolution imaging of whole cells using spinning disk confocal microscopy and DNA-PAINT
journal, December 2017

  • Schueder, Florian; Lara-Gutiérrez, Juanita; Beliveau, Brian J.
  • Nature Communications, Vol. 8, Issue 1
  • DOI: 10.1038/s41467-017-02028-8

An intracellular compass spatially coordinates cell cycle modules in Caulobacter crescentus
journal, October 2016


Quantitative Multicolor Subdiffraction Imaging of Bacterial Protein Ultrastructures in Three Dimensions
journal, February 2013

  • Gahlmann, Andreas; Ptacin, Jerod L.; Grover, Ginni
  • Nano Letters, Vol. 13, Issue 3
  • DOI: 10.1021/nl304071h

Bacterial chemoreceptors: high-performance signaling in networked arrays
journal, January 2008

  • Hazelbauer, Gerald L.; Falke, Joseph J.; Parkinson, John S.
  • Trends in Biochemical Sciences, Vol. 33, Issue 1
  • DOI: 10.1016/j.tibs.2007.09.014

Superresolution Imaging of Multiple Fluorescent Proteins with Highly Overlapping Emission Spectra in Living Cells
journal, September 2011

  • Gunewardene, Mudalige S.; Subach, Fedor V.; Gould, Travis J.
  • Biophysical Journal, Vol. 101, Issue 6
  • DOI: 10.1016/j.bpj.2011.07.049

Correlated cryogenic photoactivated localization microscopy and cryo-electron tomography
journal, May 2014

  • Chang, Yi-Wei; Chen, Songye; Tocheva, Elitza I.
  • Nature Methods, Vol. 11, Issue 7
  • DOI: 10.1038/nmeth.2961

A Ferritin-Based Label for Cellular Electron Cryotomography
journal, February 2011


Oligomerization and higher-order assembly contribute to sub-cellular localization of a bacterial scaffold: Mutational analysis of PopZ
journal, October 2013

  • Bowman, Grant R.; Perez, Adam M.; Ptacin, Jerod L.
  • Molecular Microbiology, Vol. 90, Issue 4
  • DOI: 10.1111/mmi.12398

FerriTag is a new genetically-encoded inducible tag for correlative light-electron microscopy
journal, July 2018


New Insights into Bacterial Chemoreceptor Array Structure and Assembly from Electron Cryotomography
journal, March 2014

  • Briegel, Ariane; Wong, Margaret L.; Hodges, Heather L.
  • Biochemistry, Vol. 53, Issue 10
  • DOI: 10.1021/bi5000614

Mapping 70S ribosomes in intact cells by cryoelectron tomography and pattern recognition
journal, November 2006

  • Ortiz, Julio O.; Förster, Friedrich; Kürner, Julia
  • Journal of Structural Biology, Vol. 156, Issue 2
  • DOI: 10.1016/j.jsb.2006.04.014

Identification of macromolecular complexes in cryoelectron tomograms of phantom cells
journal, October 2002

  • Frangakis, A. S.; Bohm, J.; Forster, F.
  • Proceedings of the National Academy of Sciences, Vol. 99, Issue 22
  • DOI: 10.1073/pnas.172520299

Computer Visualization of Three-Dimensional Image Data Using IMOD
journal, January 1996

  • Kremer, James R.; Mastronarde, David N.; McIntosh, J. Richard
  • Journal of Structural Biology, Vol. 116, Issue 1
  • DOI: 10.1006/jsbi.1996.0013

Enzymatic assembly of DNA molecules up to several hundred kilobases
journal, April 2009

  • Gibson, Daniel G.; Young, Lei; Chuang, Ray-Yuan
  • Nature Methods, Vol. 6, Issue 5, p. 343-345
  • DOI: 10.1038/nmeth.1318

Implementation of a cryo-electron tomography tilt-scheme optimized for high resolution subtomogram averaging
journal, February 2017

  • Hagen, Wim J. H.; Wan, William; Briggs, John A. G.
  • Journal of Structural Biology, Vol. 197, Issue 2
  • DOI: 10.1016/j.jsb.2016.06.007

Convolutional neural networks for automated annotation of cellular cryo-electron tomograms
journal, August 2017

  • Chen, Muyuan; Dai, Wei; Sun, Stella Y.
  • Nature Methods, Vol. 14, Issue 10
  • DOI: 10.1038/nmeth.4405

Marker-free method for accurate alignment between correlated light, cryo-light, and electron cryo-microscopy data using sample support features
journal, January 2018

  • Anderson, Karen L.; Page, Christopher; Swift, Mark F.
  • Journal of Structural Biology, Vol. 201, Issue 1
  • DOI: 10.1016/j.jsb.2017.11.001