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

Title: Considerations for three-dimensional image reconstruction from experimental data in coherent diffractive imaging

Abstract

Diffraction before destruction using X-ray free-electron lasers (XFELs) has the potential to determine radiation-damage-free structures without the need for crystallization. This article presents the three-dimensional reconstruction of the Melbournevirus from single-particle X-ray diffraction patterns collected at the LINAC Coherent Light Source (LCLS) as well as reconstructions from simulated data exploring the consequences of different kinds of experimental sources of noise. The reconstruction from experimental data suffers from a strong artifact in the center of the particle. This could be reproduced with simulated data by adding experimental background to the diffraction patterns. In those simulations, the relative density of the artifact increases linearly with background strength. This suggests that the artifact originates from the Fourier transform of the relatively flat background, concentrating all power in a central feature of limited extent. We support these findings by significantly reducing the artifact through background removal before the phase-retrieval step. Large amounts of blurring in the diffraction patterns were also found to introduce diffuse artifacts, which could easily be mistaken as biologically relevant features. Other sources of noise such as sample heterogeneity and variation of pulse energy did not significantly degrade the quality of the reconstructions. Larger data volumes, made possible by the recentmore » inauguration of high repetition-rate XFELs, allow for increased signal-to-background ratio and provide a way to minimize these artifacts. The anticipated development of three-dimensional Fourier-volume-assembly algorithms which are background aware is an alternative and complementary solution, which maximizes the use of data.« less

Authors:
; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; more »; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; « less
Publication Date:
Research Org.:
SLAC National Accelerator Lab., Menlo Park, CA (United States); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States); Brookhaven National Lab. (BNL), Upton, NY (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES)
OSTI Identifier:
1468673
Alternate Identifier(s):
OSTI ID: 1475539; OSTI ID: 1477402; OSTI ID: 1480964
Report Number(s):
BNL-209371-2018-JAAM
Journal ID: ISSN 2052-2525; IUCRAJ; PII: S2052252518010047
Grant/Contract Number:  
K115504; AC02-76SF00515; AC02-05CH11231; SC0012704
Resource Type:
Published Article
Journal Name:
IUCrJ
Additional Journal Information:
Journal Name: IUCrJ Journal Volume: 5 Journal Issue: 5; Journal ID: ISSN 2052-2525
Publisher:
International Union of Crystallography (IUCr)
Country of Publication:
United Kingdom
Language:
English
Subject:
47 OTHER INSTRUMENTATION; XFELs; Melbournevirus; coherent diffractive imaging; LCLS; image reconstruction; 59 BASIC BIOLOGICAL SCIENCES

Citation Formats

Lundholm, Ida V., Sellberg, Jonas A., Ekeberg, Tomas, Hantke, Max F., Okamoto, Kenta, van der Schot, Gijs, Andreasson, Jakob, Barty, Anton, Bielecki, Johan, Bruza, Petr, Bucher, Max, Carron, Sebastian, Daurer, Benedikt J., Ferguson, Ken, Hasse, Dirk, Krzywinski, Jacek, Larsson, Daniel S. D., Morgan, Andrew, Mühlig, Kerstin, Müller, Maria, Nettelblad, Carl, Pietrini, Alberto, Reddy, Hemanth K. N., Rupp, Daniela, Sauppe, Mario, Seibert, Marvin, Svenda, Martin, Swiggers, Michelle, Timneanu, Nicusor, Ulmer, Anatoli, Westphal, Daniel, Williams, Garth, Zani, Alessandro, Faigel, Gyula, Chapman, Henry N., Möller, Thomas, Bostedt, Christoph, Hajdu, Janos, Gorkhover, Tais, and Maia, Filipe R. N. C. Considerations for three-dimensional image reconstruction from experimental data in coherent diffractive imaging. United Kingdom: N. p., 2018. Web. doi:10.1107/S2052252518010047.
Lundholm, Ida V., Sellberg, Jonas A., Ekeberg, Tomas, Hantke, Max F., Okamoto, Kenta, van der Schot, Gijs, Andreasson, Jakob, Barty, Anton, Bielecki, Johan, Bruza, Petr, Bucher, Max, Carron, Sebastian, Daurer, Benedikt J., Ferguson, Ken, Hasse, Dirk, Krzywinski, Jacek, Larsson, Daniel S. D., Morgan, Andrew, Mühlig, Kerstin, Müller, Maria, Nettelblad, Carl, Pietrini, Alberto, Reddy, Hemanth K. N., Rupp, Daniela, Sauppe, Mario, Seibert, Marvin, Svenda, Martin, Swiggers, Michelle, Timneanu, Nicusor, Ulmer, Anatoli, Westphal, Daniel, Williams, Garth, Zani, Alessandro, Faigel, Gyula, Chapman, Henry N., Möller, Thomas, Bostedt, Christoph, Hajdu, Janos, Gorkhover, Tais, & Maia, Filipe R. N. C. Considerations for three-dimensional image reconstruction from experimental data in coherent diffractive imaging. United Kingdom. https://doi.org/10.1107/S2052252518010047
Lundholm, Ida V., Sellberg, Jonas A., Ekeberg, Tomas, Hantke, Max F., Okamoto, Kenta, van der Schot, Gijs, Andreasson, Jakob, Barty, Anton, Bielecki, Johan, Bruza, Petr, Bucher, Max, Carron, Sebastian, Daurer, Benedikt J., Ferguson, Ken, Hasse, Dirk, Krzywinski, Jacek, Larsson, Daniel S. D., Morgan, Andrew, Mühlig, Kerstin, Müller, Maria, Nettelblad, Carl, Pietrini, Alberto, Reddy, Hemanth K. N., Rupp, Daniela, Sauppe, Mario, Seibert, Marvin, Svenda, Martin, Swiggers, Michelle, Timneanu, Nicusor, Ulmer, Anatoli, Westphal, Daniel, Williams, Garth, Zani, Alessandro, Faigel, Gyula, Chapman, Henry N., Möller, Thomas, Bostedt, Christoph, Hajdu, Janos, Gorkhover, Tais, and Maia, Filipe R. N. C. Sat . "Considerations for three-dimensional image reconstruction from experimental data in coherent diffractive imaging". United Kingdom. https://doi.org/10.1107/S2052252518010047.
@article{osti_1468673,
title = {Considerations for three-dimensional image reconstruction from experimental data in coherent diffractive imaging},
author = {Lundholm, Ida V. and Sellberg, Jonas A. and Ekeberg, Tomas and Hantke, Max F. and Okamoto, Kenta and van der Schot, Gijs and Andreasson, Jakob and Barty, Anton and Bielecki, Johan and Bruza, Petr and Bucher, Max and Carron, Sebastian and Daurer, Benedikt J. and Ferguson, Ken and Hasse, Dirk and Krzywinski, Jacek and Larsson, Daniel S. D. and Morgan, Andrew and Mühlig, Kerstin and Müller, Maria and Nettelblad, Carl and Pietrini, Alberto and Reddy, Hemanth K. N. and Rupp, Daniela and Sauppe, Mario and Seibert, Marvin and Svenda, Martin and Swiggers, Michelle and Timneanu, Nicusor and Ulmer, Anatoli and Westphal, Daniel and Williams, Garth and Zani, Alessandro and Faigel, Gyula and Chapman, Henry N. and Möller, Thomas and Bostedt, Christoph and Hajdu, Janos and Gorkhover, Tais and Maia, Filipe R. N. C.},
abstractNote = {Diffraction before destruction using X-ray free-electron lasers (XFELs) has the potential to determine radiation-damage-free structures without the need for crystallization. This article presents the three-dimensional reconstruction of the Melbournevirus from single-particle X-ray diffraction patterns collected at the LINAC Coherent Light Source (LCLS) as well as reconstructions from simulated data exploring the consequences of different kinds of experimental sources of noise. The reconstruction from experimental data suffers from a strong artifact in the center of the particle. This could be reproduced with simulated data by adding experimental background to the diffraction patterns. In those simulations, the relative density of the artifact increases linearly with background strength. This suggests that the artifact originates from the Fourier transform of the relatively flat background, concentrating all power in a central feature of limited extent. We support these findings by significantly reducing the artifact through background removal before the phase-retrieval step. Large amounts of blurring in the diffraction patterns were also found to introduce diffuse artifacts, which could easily be mistaken as biologically relevant features. Other sources of noise such as sample heterogeneity and variation of pulse energy did not significantly degrade the quality of the reconstructions. Larger data volumes, made possible by the recent inauguration of high repetition-rate XFELs, allow for increased signal-to-background ratio and provide a way to minimize these artifacts. The anticipated development of three-dimensional Fourier-volume-assembly algorithms which are background aware is an alternative and complementary solution, which maximizes the use of data.},
doi = {10.1107/S2052252518010047},
journal = {IUCrJ},
number = 5,
volume = 5,
place = {United Kingdom},
year = {Sat Sep 01 00:00:00 EDT 2018},
month = {Sat Sep 01 00:00:00 EDT 2018}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1107/S2052252518010047

Citation Metrics:
Cited by: 31 works
Citation information provided by
Web of Science

Figures / Tables:

Fig. 1 Fig. 1: Nine high-quality diffraction patterns of MelV from the experiment. Gray areas represent masked out regions.

Save / Share:

Works referenced in this record:

Cheetah : software for high-throughput reduction and analysis of serial femtosecond X-ray diffraction data
journal, May 2014

  • Barty, Anton; Kirian, Richard A.; Maia, Filipe R. N. C.
  • Journal of Applied Crystallography, Vol. 47, Issue 3
  • DOI: 10.1107/S1600576714007626

Feasibility of imaging living cells at subnanometer resolutions by ultrafast X-ray diffraction
journal, November 2008

  • Bergh, Magnus; Huldt, Gösta; Tîmneanu, Nicusor
  • Quarterly Reviews of Biophysics, Vol. 41, Issue 3-4
  • DOI: 10.1017/S003358350800471X

AMO instrumentation for the LCLS X-ray FEL
journal, March 2009


Femtosecond diffractive imaging with a soft-X-ray free-electron laser
journal, November 2006

  • Chapman, Henry N.; Barty, Anton; Bogan, Michael J.
  • Nature Physics, Vol. 2, Issue 12
  • DOI: 10.1038/nphys461

High-resolution ab initio three-dimensional x-ray diffraction microscopy
journal, January 2006

  • Chapman, Henry N.; Barty, Anton; Marchesini, Stefano
  • Journal of the Optical Society of America A, Vol. 23, Issue 5
  • DOI: 10.1364/JOSAA.23.001179

Hummingbird : monitoring and analyzing flash X-ray imaging experiments in real time
journal, April 2016

  • Daurer, Benedikt J.; Hantke, Max F.; Nettelblad, Carl
  • Journal of Applied Crystallography, Vol. 49, Issue 3
  • DOI: 10.1107/S1600576716005926

Experimental strategies for imaging bioparticles with femtosecond hard X-ray pulses
journal, April 2017


First lasing and operation of an ångstrom-wavelength free-electron laser
journal, August 2010


The Atomic, Molecular and Optical Science instrument at the Linac Coherent Light Source
journal, April 2015

  • Ferguson, Ken R.; Bucher, Maximilian; Bozek, John D.
  • Journal of Synchrotron Radiation, Vol. 22, Issue 3
  • DOI: 10.1107/S1600577515004646

Reconstruction of an object from the modulus of its Fourier transform
journal, January 1978


Femtosecond X-ray Fourier holography imaging of free-flying nanoparticles
journal, February 2018


Condor : a simulation tool for flash X-ray imaging
journal, July 2016

  • Hantke, Max F.; Ekeberg, Tomas; Maia, Filipe R. N. C.
  • Journal of Applied Crystallography, Vol. 49, Issue 4
  • DOI: 10.1107/S1600576716009213

High-throughput imaging of heterogeneous cell organelles with an X-ray laser
journal, November 2014


Diffraction imaging of single particles and biomolecules
journal, October 2003


Improved methods for building protein models in electron density maps and the location of errors in these models
journal, March 1991

  • Jones, T. A.; Zou, J. Y.; Cowan, S. W.
  • Acta Crystallographica Section A Foundations of Crystallography, Vol. 47, Issue 2, p. 110-119
  • DOI: 10.1107/S0108767390010224

Femtosecond free-electron laser x-ray diffraction data sets for algorithm development
journal, January 2012

  • Kassemeyer, Stephan; Steinbrener, Jan; Lomb, Lukas
  • Optics Express, Vol. 20, Issue 4
  • DOI: 10.1364/OE.20.004149

Correlations in Scattered X-Ray Laser Pulses Reveal Nanoscale Structural Features of Viruses
journal, October 2017

  • Kurta, Ruslan P.; Donatelli, Jeffrey J.; Yoon, Chun Hong
  • Physical Review Letters, Vol. 119, Issue 15, Article No. 158102
  • DOI: 10.1103/PhysRevLett.119.158102

Cryptotomography: Reconstructing 3D Fourier Intensities from Randomly Oriented Single-Shot Diffraction Patterns
journal, June 2010


Reconstruction algorithm for single-particle diffraction imaging experiments
journal, August 2009


Relaxed averaged alternating reflections for diffraction imaging
journal, November 2004


Structural variability and the incoherent addition of scattered intensities in single-particle diffraction
journal, September 2009


Hawk : the image reconstruction package for coherent X-ray diffractive imaging
journal, October 2010

  • Maia, Filipe R. N. C.; Ekeberg, Tomas; van der Spoel, David
  • Journal of Applied Crystallography, Vol. 43, Issue 6
  • DOI: 10.1107/S0021889810036083

Coherent imaging of biological samples with femtosecond pulses at the free-electron laser FLASH
journal, March 2010


X-ray image reconstruction from a diffraction pattern alone
journal, October 2003


Noise-robust coherent diffractive imaging with a single diffraction pattern
journal, January 2012


Potential for biomolecular imaging with femtosecond X-ray pulses
journal, August 2000

  • Neutze, Richard; Wouts, Remco; van der Spoel, David
  • Nature, Vol. 406, Issue 6797
  • DOI: 10.1038/35021099

Cryo-EM structure of a Marseilleviridae virus particle reveals a large internal microassembly
journal, March 2018


Imaging single cells in a beam of live cyanobacteria with an X-ray laser
journal, February 2015

  • van der Schot, Gijs; Svenda, Martin; Maia, Filipe R. N. C.
  • Nature Communications, Vol. 6, Issue 1
  • DOI: 10.1038/ncomms6704

Femtosecond diffractive imaging of biological cells
journal, September 2010

  • Marvin Seibert, M.; Boutet, Sébastien; Svenda, Martin
  • Journal of Physics B: Atomic, Molecular and Optical Physics, Vol. 43, Issue 19
  • DOI: 10.1088/0953-4075/43/19/194015

Single mimivirus particles intercepted and imaged with an X-ray laser
journal, February 2011

  • Seibert, M. Marvin; Ekeberg, Tomas; Maia, Filipe R. N. C.
  • Nature, Vol. 470, Issue 7332
  • DOI: 10.1038/nature09748

Ultrafast X-ray probing of water structure below the homogeneous ice nucleation temperature
journal, June 2014

  • Sellberg, J. A.; Huang, C.; McQueen, T. A.
  • Nature, Vol. 510, Issue 7505
  • DOI: 10.1038/nature13266

XFELs for structure and dynamics in biology
journal, May 2017


Large-format, high-speed, X-ray pnCCDs combined with electron and ion imaging spectrometers in a multipurpose chamber for experiments at 4th generation light sources
journal, March 2010

  • Strüder, Lothar; Epp, Sascha; Rolles, Daniel
  • Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 614, Issue 3
  • DOI: 10.1016/j.nima.2009.12.053

Cryptotomography: Reconstructing 3D Fourier Intensities from Randomly Oriented Single-Shot Diffraction Patterns
text, January 2010

  • Loh, N. D.; Bogan, M. J.; Elser, V.
  • Deutsches Elektronen-Synchrotron, DESY, Hamburg
  • DOI: 10.3204/phppubdb-14441

Femtosecond X-ray Fourier holography imaging of free-flying nanoparticles
text, January 2018

  • Gorkhover, Tais; Ulmer, Anatoli; Ferguson, Ken
  • Deutsches Elektronen-Synchrotron, DESY, Hamburg
  • DOI: 10.3204/pubdb-2018-01363

Works referencing / citing this record:

Considerations for three-dimensional image reconstruction from experimental data in coherent diffractive imaging
text, January 2018

  • Lundholm, Ida V.; Sellberg, Jonas A.; Ekeberg, Tomas
  • Deutsches Elektronen-Synchrotron, DESY, Hamburg
  • DOI: 10.3204/pubdb-2019-00074

Coherent diffractive imaging of microtubules using an X-ray laser
journal, June 2019


Coherent diffractive imaging of microtubules using an X-ray laser
journal, June 2019


Considerations for three-dimensional image reconstruction from experimental data in coherent diffractive imaging
dataset, January 2020

  • Lundholm, Ida
  • Coherent X-ray Imaging Data Bank (Lawrence Berkeley National Laboratory); Uppsala University, CFEL DESY, University of Hamburg, SLAC National Accelerator Laboratory, Arizona State University, Lawrence Berkeley National Laboratory
  • DOI: 10.11577/1638360

Coherent diffractive imaging of microtubules using an X-ray laser
text, January 2019

  • Brändén, Gisela; Hammarin, Greger; Harimoorthy, Rajiv
  • Deutsches Elektronen-Synchrotron, DESY, Hamburg
  • DOI: 10.3204/pubdb-2019-03073

Megahertz single-particle imaging at the European XFEL
text, January 2020

  • Sobolev, Egor; Zolotarev, Sergei; Giewekemeyer, Klaus
  • Deutsches Elektronen-Synchrotron, DESY, Hamburg
  • DOI: 10.3204/pubdb-2020-02231