Abstract
We provide our definition and the brief history of “cytomics” followed by an overview of general methodological approaches of optical imaging, especially fluorescence microscopy. We then go into detail on novel fluor-linking agents (nanobodies, aptamers, and aldehydes) and the array of novel fluors available. We describe many of the new techniques developed for superfast, super-resolution microscopy (photoreactivated localization microscopy, structured illumination microscopy, stimulated emission depletion microscopy, and stochastic optical reconstruction microscopy) followed by quantitative microscopy and image analysis. We then delve into unconventional methods, novel light systems, and alternatives to fluorescence (non-liner optical imaging, single-molecule light absorption, luminescent proteins). We then describe how these systems have been employed recently for proteins, nucleic acids, the cytoskeleton, and also small molecules of major interest to plants. We finish with a description of recent findings specific to plant cytomics and furnish several impressive images and other illustrations from the recent plant literature.
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Abbreviations
- 3B:
-
Bayesian analysis of bleaching and blinking
- CCD:
-
Charged couple devices
- CFP:
-
Cyano fluorescent protein
- CMOS:
-
Complementary metal oxide semiconductor
- CNOI:
-
Coherent nonlinear optical imaging
- DNA:
-
Deoxyribonucleic acid
- dSTORM:
-
Direct stochastic optical reconstruction microscopy
- FLISM:
-
Fluorescence light sheet microscopy
- FOV:
-
Field of view
- FRET:
-
Fluorescence (or Förster) resonance energy transfer
- FPALM:
-
Fluorescence photoactivation localization microscopy
- GFP:
-
Green fluorescent protein
- LED:
-
Light-emitting diode
- NLDOM:
-
Nonlinear dissipation optical microscopy
- OMERO:
-
Open microscopy environment remote objects
- PALM:
-
Photoactivation localization microscopy
- PGS:
-
Parametric generation spectroscopy
- PM:
-
Plasma membrane
- PPS:
-
Pump–probe spectroscopy
- PY1-ME:
-
Peroxy yellow 1 methyl ester
- RNA:
-
Ribonucleic acid
- ROS:
-
Reactive oxygen species
- RUM:
-
Really unconventional microscopy
- SELEX:
-
Systemic evolution of ligands by exponential enrichment
- SIM:
-
Structured illumination microscopy
- SNAP:
-
Soluble N-ethylmaleimide-sensitive factor-attachment proteins
- SPIM:
-
Selective plane illumination microscopy
- SR:
-
Super-resolution
- SSIM:
-
Saturated structured illumination microscopy
- STED:
-
Stimulated emission depletion
- STORM:
-
Stochastic optical reconstruction microscopy
- tFT:
-
tandem Fluorescent protein timer
- TRUE:
-
Time-reversed ultrasound encoded
- TULIP:
-
Tunable light-inducible protein tag
- YFP:
-
Yellow fluorescent protein
References
Adam V, Moeyaert B, David CC, Mizuno H, Lelimousin M et al (2011) Rational design of photoconvertible and biphotochromic fluorescent proteins for advanced microscopy applications. Chem Biol 18:1241–1251
Allan C, Burel J-M, Moore J, Blackburn C, Linkert M et al (2012) OMERO: flexible, model-driven data management for experimental biology. Nat Methods 9:245–253
Armani AM, Kulkarni RP, Fraser SE, Flagan RC, Vahala KJ (2007) Label-free, single-molecule detection with optical microcavities. Science 317:783–787
Baker M (2012a) Robert E Murphy: creating algorithms to turn images into cell models. Nat Methods 9:629
Baker M (2012b) Susan Cox: using Bayesian statistics to speed super-resolution microscopy. Nat Methods 9:113
Baker M (2012c) RNA imaging in situ. Nat Methods 9:787–790
Benke A, Manley S (2012) Live-cell dSTORM of cellular DNA based on direct DNA labeling. ChemBioChem 13:298–301
Benndorf D, von Bergen M, Jehmlich N, Völker U, Schmidt F et al (2010) Advanced tool for characterization of microbial cultures by combining cytomics and proteomics. Appl Microbiol Biotechnol 88:575–584
Bernas T, Gregori G, Asem EK, Robinson JP (2006) Integrating cytomics and proteomics. Mol Cell Proteomics 5:2–13
Betzig E, Patterson GH, Sougrat R, Lindwasser OW, Olenych S et al (2006) Imaging intracellular fluorescent proteins at nanometer resolution. Science 313:1642–1645
Brunoud G, Wells DM, Oliva M, Larrieu A, Mirabet V et al (2012) A novel sensor to map auxin response and distribution at high spatio-temporal resolution. Nature 482:103–106
Celebrano M, Kukura P, Renn A, Sandoghdar V (2011) Single-molecule imaging by optical absorption. Nat Photonics 5:95–98
Chieco P, Jonker A, DeBoer BA, Ruijter JM, Van Noorden CJF (2013) Image cytometry: protocols for 2D and 3D quantification in microscopic images. Prog Histochem Cytochem 47:211–333
Cho BH, Cao-Berg I, Bakal JA, Murphy RF (2012) SimuCell: a flexible framework for creating synthetic microscopy images. Nat Methods 9:634–635
Choi W-G, Swanson SJ, Gilroy S (2012) High-resolution imaging of Ca2+, redox status, ROS and pH using GFP biosensors. Plant J 70:118–128
Choi S, Tamaki T, Ebine K, Uemura T, Ueda T, Nakano A (2013) RABA members act in distinct steps of subcellular trafficking of the FLAGELLIN SENSING2 receptor. Plant Cell 25:1174–1187
Chong S, Min W, Sunney X, Xie XS (2010) Ground-state depletion microscopy: detection sensitivity of single-molecule optical absorption at room temperature. J Phys Chem Lett 1:3316–3322
Coltharp C, Xiao J (2012) Superresolution microscopy for microbiology. Cell Microbiol 14:1808–1818
Cox S, Rosten E, Monypenny J, Jovanovic-Talisman T, Burnette DT et al (2012) Bayesian localization microscopy reveals nanoscale podosome dynamics. Nat Methods 9:195–200
Davidson MW, Murphy DB (2012) Fundamentals of light microscopy and electronic imaging, 2nd edn. Wiley-Blackwell, Hoboken, NJ, USA
Davies E (1987) Wound responses in plants. Biochem Plants 12:243–264
Davies E, Stankovic B (2006) Electrical signals, the cytoskeleton and gene expression: a hypothesis on the coherence of the cellular responses to environmental insult. In: Baluska F, Mancuso S, Volkmann D (eds) Communication in plants – neuronal aspects of plant life. Springer, Berlin/Heidelberg, pp 309–320
Davies E, Abe S, Larkins BA, Clore AM, Quatrano RS, Weidner S (1998) The role of the cytoskeleton in plant protein synthesis. In: Bailey-Serres J, Gallie DR (eds) A look beyond transcription: mechanisms determining mRNA stability and translation in plants. American Society of Plant Physiologists, Rockville, Maryland, USA, pp 115–124
Davies E, Stankovic B, Azuma K, Shibata K, Abe S (2001) Novel components of the plant cytoskeleton: a beginning to plant “cytomics”. Plant Sci 160:185–196
Davies E, Stankovic B, Vian A, Woods A (2012) Where has all the message gone? Plant Sci 185:23–32
Dempsey GT, Vaughan JC, Chen KH, Bates M, Zhuang X (2012) Evaluation of fluorophores for optimal performance in localization-based super-resolution imaging. Nat Methods 9:1027–1036
Elgass K, Caesar K, Schleifenbaum F, Stierhof Y-D, Meixner AJ, Harter K (2009) Novel application of fluorescence lifetime and fluorescence microscopy enables quantitative access to subcellular dynamics in plant cells. PLoS One 9(e5716):1–13
Evanko D (2007) Incredible shrinking optics. Nat Methods 4:683
Evanko D (2009) Primer: fluorescence imaging under the diffraction limit. Nat Methods 6:19–20
Evanko D (2012a) More dyes enter the realm of nanoscopy. Nat Methods 9:944
Evanko D (2012b) Better resolution for structured-illumination microscopy. Nat Methods 9:124
Evanko D (2012c) A microscopic endoscope. Nat Methods 9:128
Federici F, Dupuy L, Laplaze L, Heisler M, Haseloff J (2012) Integrated genetic and computation methods for in planta cytometry. Nat Methods 9:483–485
Gaiduk A, Yorulmaz M, Ruijgrok PV, Orrit M (2010) Room-temperature detection of a single molecule’s absorption by photothermal contrast. Science 330:353–356
Greenbaum A, Luo W, Su T-W, Gorocs Z, Xue L et al (2012) Imaging without lenses: achievements and remaining challenges of wide-field on-chip microscopy. Nat Methods 9:889–895
Grossmann G, Guo WJ, Ehrhardt DW, Frommer WB, Sit VS, Quake SR (2011) The RootChip: an integrated microfluidic chip for plant science. Plant Cell 23:4234–4240
Grossmann G, Meier M, Cartwright HN, Sosso D, Quake SR et al (2012) Time-lapse fluorescence imaging of Arabidopsis root growth with rapid manipulation of the root environment using the RootChip. J Vis Exp 65:e4290
Gustafsson MGL (2005) Nonlinear structured-illumination microscopy: wide-field fluorescence imaging with theoretically unlimited resolution. Proc Natl Acad Sci U S A 102:13081–13086
Gutierrez R, Grossmann G, Frommer WB, Ehrhardt DW (2010) Opportunities to explore plant membrane organization with super-resolution microscopy. Plant Physiol 154:463–466
Haseloff J (1999) GFP variants for multispectral imaging of living cells. Methods Cell Biol 58:139–151
He H, Li S, Wang S, Hu M, Cao Y, Wang C (2012) Manipulation of light from green fluorescent protein by femtosecond laser. Nat Photonics 6:651–656
Hofkens J, Roeffaers MBJ (2011) Single-cell molecule light absorption. Nat Photonics 5:80–81
Huang B, Jones SA, Brandenburg B, Xhuang X (2008) Whole-cell 3D STORM reveals interactions between cellular structures with nanometer-scale resolution. Nat Methods 5:1047–1054
Huang B, Bates M, Zhuang W (2009) Super-resolution fluorescence microscopy. Annu Rev Biochem 78:993–1016
Huang B, Babcock H, Zhuang XW (2010) Breaking the diffraction barrier: super-resolution imaging of cells. Cell 143:1047–1058
Khmelinskii A, Keller PJ, Bartosik A, Meurer M, Barry JD et al (2012) Tandem fluorescent protein timers for in vivo analysis of protein dynamics. Nat Biotechnol 30:708–714
Klein T, Loschberger A, Proppert S, Wolter S, van de Linde S, Sauer M (2011) Live-cell dSTORM with SNAP-tag fusion proteins. Nat Methods 8:7–9
Kner P, Chhun BB, Griffis R, Winoto L, Gustafsson MGL (2009) Super-resolution video microscopy of live cells by structured illumination. Nat Methods 6:339–342
Konopka CA, Bednarek SY (2008) Variable-angle epifluorescence microscopy: a new way to look at protein dynamics in the plant cell cortex. Plant J 53:186–196
Kriete A (2005) Cytomics in the realm of systems biology. Cytometry 68A:19–20
Lau L, Lee YL, Sahi SJ, Steams T, Moemer WE (2012) STED microscopy with optimized labeling density reveals 9-fold arrangement of centriole protein. Biophys J 102:2925–2935
Lee J, Miyanaga Y, Ueda M, Hohng S (2012) Video-rate confocal microscopy for single-molecule imaging in live cells and superresolution fluorescence imaging. Biophys J 103:1691–1697
Leif RC (2009) Towards the integration of cytomics and medicine. J Biophotonics 2:482–493
Leung BO, Chou KC (2011) Review of super-resolution fluorescence microscopy for biology. Appl Spectrosc 65:967–980
Li R, Liu P, Wan Y, Chen T, Wang Q et al (2012) A membrane microdomain-associated protein, Arabidopsis Flot1, is involved in a clathrin-independent endocytic pathway and is required for seedling development. Plant Cell 24:2105–2122
Lichtman JW, Conchello J-A (2005) Fluorescence microscopy. Nat Methods 2:910–919
Lidke KA (2012) Super resolution for common probes and common microscopes. Nat Methods 9:139–141
Lippincott-Schwarz J, Manley S (2009) Putting super-resolution microscopy to work. Nat Methods 6:21–23
Lukyanov KA, Belousov VV (2012) The slow fade of cell fluorescence. Nat Photonics 6:641–643
Maizel A, von Wangenheim D, Federici F, Haseloff J, Stelzer EHK (2011) High-resolution live imaging of plant growth in near physiological bright conditions using light sheet fluorescence microscopy. Plant J 68:377–385
Miller EW, Dickinson BS, Chang CJ (2010) Aquaporin-3 mediates hydrogen peroxide uptake to regulate downstream intracellular signaling. Proc Natl Acad Sci U S A 107:15681–15686
Min W, Freudiger CW, Lu S, Xie XS (2011) Coherent non-linear optical imaging: beyond fluorescence microscopy. Annu Rev Phys Chem 62:507–530
Miwa H, Sun J, Oldroyd GED, Downie JA (2006) Analysis of calcium spiking using a cameleon calcium sensor reveals that nodulation gene expression is regulated by calcium spike number and the developmental status of the cell. Plant J 48:883–894
Müller S (2008) Cytomics reaches microbiology – population heterogeneity on the protein level caused by stress. Cytometry 73A:3–4
Murphy RF (2005) Cytomics and localized proteomics: automated interpretation of the subcellular patterns in fluorescence microscope images. Cytometry 62A:1–3
Nakamura M, Ehrhardt DW, Hashimoto T (2010) Microtubule and katanin-dependent dynamics of microtubule nucleation complexes in the acentrosomal Arabidopsis cortical array. Nat Cell Biol 12:1064–1070
Nature (2009) Collections: super-resolution microscopy. Available at http://nature.com/nmeth/collections/superresmicroscopy
Nawy T (2012) Reporting plant hormones levels: a disappearing act. Nat Methods 9:219
Okumoto S, Jones A, Frommer WB (2012) Quantitative imaging with biosensors. Annu Rev Plant Biol 63:663–706
Opazo F, Levy M, Byrom M, Schafer C, Geisler C et al (2012) Aptamers as potential tools for super-resolution microscopy. Nat Methods 9:938–939
Pastrana E (2011) Fast 3D super-resolution fluorescence microscopy. Nat Methods 8:46
Pastrana E (2012) For every protein its tag. Nat Methods 9:941
Patterson G, Davidson M, Manley S, Lippincott-Schwartz J (2010) Super resolution imaging using single-molecule localization. Annu Rev Phys Chem 61:345–367
Petty HR (2007) Fluorescence microscopy: established and emerging methods, experimental strategies, and applications in immunology. Microsc Res Tech 70:687–709
Planchon TA, Gao L, Milkie DE, Davidson MW, Galbraith JA et al (2011) Rapid three-dimensional isotropic imaging of living cells using Bessel beam plane illumination. Nat Methods 5:417–423
Poser I et al (2008) BAC TransgeneOmics: a high throughput method for exploration of protein function in mammals. Nat Methods 5:409–415
Rajaram S, Pavie B, Hac NEF, Altschuler SJ, Wu LF (2012a) PhenoRipper: software for rapidly profiling microscopy images. Nat Methods 9:635–637
Rajaram S, Pavie B, Hac NEF, Altschuler SJ, Wu LF (2012b) SimuCell: a flexible framework for creating synthetic microscope images. Nat Methods 9:634–635
Rego EH, Shao L, Macklin JJ, Winoto L, Johansson GA, Kamps-Hughes N, Davidson MW, Gustafsson MGL (2012) Nonlinear structured-illumination microscopy with a photoswitchable protein reveals cellular structures at 50-nm resolution. Proc Natl Acad Sci U S A 109:135–143
Ries J, Kaplan C, Platonova E, Eghlidi H, Ewers H (2012) A simple, versatile method for GFP-based super-resolution microscopy via nanobodies. Nat Methods 9:582–584
Robinson JP (2008) Cytometry and the dawn of the cytomics generation. Cytometry 73A:51–52
Saito K, Chang Y-F, Horikawa K, Hatsugai N, Higuchi Y et al (2012) Luminescent proteins for high-speed single-cell and whole-body imaging. Nat Commun 3:1262. doi:10.1038/ncomms2248
Sarov M et al (2012) A genome-scale resource for in vivo tag-based protein function exploration in C. elegans. Cell 150:855–866
Schermelleh L, Heintzmann R, Leonhardt H (2010) A guide to super-resolution fluorescence microscopy. J Cell Biol 190:165–175
Schnell U, Dijk F, Sjollema KA, Giepmans BNG (2012) Immunolabeling artifacts and the need for live-cell imaging. Nat Methods 9:152–158
Shao L, Kner P, Rego EH, Gustafsson MGL (2011) Super-resolution 3D microscopy of live whole cells using structured illumination. Nat Methods 8:1044–1046
Shaw SL, Ehrhardt DW (2013) Smaller, faster, brighter: advances in optical imaging of living plant cells. Annu Rev Plant Biol 64:351–375
Shi X, Jung Y, Lin L-J, Liu C, Wu C, Cann IKO, Ha T (2012) Quantitative fluorescent labeling of aldehyde-tagged proteins for single-molecule imaging. Nat Methods 9:499–503
Shibata K, Morita Y, Abe S, Stankovic B, Davies E (1999) Apyrase from pea stems: isolation, purification, characterization and identification of a NTPase from the cytoskeleton fraction of pea stem tissue. Plant Physiol Biochem 37:1–8
Sparkes I, Brandizzi F (2012) Fluorescent protein-based technologies: shedding new light on the plant endomembrane system. Plant J 70:96–107
Stankovic B, Clore A, Shunnosuke A, Larkins B, Davies E (2000) Actin in protein synthesis and protein body formation. In: Staiger CJ, Baluska F, Volkmann D, Barlow P (eds) Actin: a dynamic framework for multiple cellular functions. Kluwer Acad. Publishers, Dordrecht, pp 129–143
Strickland D, Lin Y, Wagner E, Hope CM, Zayner J et al (2012) TULIPS: tunable, light-controlled interacting protein tags for cell biology. Nat Methods 9:379–384
Swanson SJ, Choi WG, Chanoca A, Gilroy S (2011) In vivo imaging of Ca2+, pH, and reactive oxygen species using fluorescent probes in plants. Annu Rev Plant Biol 62:273–297
Tagore S, Gomase VS (2008) Cytomics. Curr Drug Metab 9:263–266
Támok A (2010) Cytomics for discovering drugs. Cytometry 77A:1–2
Támok A, Bocsi J (2009) Cytomics and regenerative medicine. Cytometry 75A:707–708
Tønnesen J, Nadrigny F, Willig KI, Wedlich-Soldner R, Nagerl UV (2011) Two-color STED microscopy of living synapses using a single laser-beam pair. Biophys J 101:2545–2552
Tsien RY (1998) The green fluorescent protein. Annu Rev Biochem 67:509–544
Tsien RY (2010) Nobel lecture: constructing and exploiting the fluorescent protein paint box. Integr Biol 2:77–93
Tyagi S (2009) Imaging intracellular RNA distribution and dynamics in living cells. Nat Methods 6:331–338
Ulrich A, Martins AHB, Pesquero JB (2004) RNA and DNA aptamers in cytomics analysis. Cytometry 59A:220–231
van de Linde S, Heilemann M, Sauer M (2012) Live-cell superresolution imaging with synthetic fluorophores. Annu Rev Phys Chem 63:519–540
Wang YM, Judkewitz B, DiMarzio CA, Yang C (2012) Deep-tissue focal fluorescence imaging with digitally time-reversed ultrasound encoded light. Nat Commun 3:928. doi:10.1038/ncomms1925
Weil TT, Parton RM, Davis I (2010) Making the message clear: visualizing mRNA localization. Trends Cell Biol 20:380–390
Westphal V, Rizzoli SO, Lauterbach MA, Kamin D, Jahn R, Hell SW (2008) Video-rate far-field optical nanoscopy dissects synaptic vesicle movement. Science 320:246–249
Wombacher R, Heidbreder M, van de Linde S, Sheetz MP, Heilemann M, Cornish VW, Sauer M (2010) Live-cell super-resolution imaging with trimethoprim conjugates. Nat Methods 7:717–719
Wu B, Chao JA, Singer RH (2012) Fluorescence fluctuation spectroscopy enables quantitative imaging of single mRNAs in living cells. Biophys J 102:2935–2944
Xu K, Babcock HP, Zhuang X (2012) Dual-objective STORM reveals three-dimensional filament organization in the actin cytoskeleton. Nat Methods 9:185–188
Yamada T, Yoshimura H, Inaguma A, Ozawa T (2011) Visualization of non-engineered single mRNAs in living cells using genetically encoded fluorescent probes. Anal Chem 83:5708–5714
Yan R, Park Y-H, Choi Y, Heo C-J, Yang S-M, Lee LP, Yang P (2012) Nanowire-based single-cell endoscopy. Nat Nanotechnol 7:191–196
Zanacchi FC, Lavagnino Z, Donnorso MP, Del Bue A, Furia L, Faretta M, Diaspro A (2011) Live-cell 3D super-resolution imaging in thick biological samples. Nat Methods 8:1047–1049
Zhuang W (2009) Nano-imaging with STORM. Nat Photonics 3:365–367
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Davies, E., Stankovic, B. (2015). Plant Cytomics: Novel Methods to View Molecules on the Move. In: Barh, D., Khan, M., Davies, E. (eds) PlantOmics: The Omics of Plant Science. Springer, New Delhi. https://doi.org/10.1007/978-81-322-2172-2_14
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