Mapping the distributions and quantifying the labelling intensities of cell compartments by immunoelectron microscopy: progress towards a coherent set of methods

An important tool in cell biology is the combination of immunogold labelling and transmission electron microscopy (TEM) by which target molecules (e.g. antigens) are bound specifically to affinity markers (primary antibodies) and then detected and localised with visualisation probes (e.g. colloidal gold particles bound to protein A). Gold particles are electron‐dense, punctate and available in different sizes whilst TEM provides high‐resolution images of particles and cell compartments. By virtue of these properties, the combination can be used also to quantify one or more defined targets in cell compartments. During the past decade, new ways of quantifying gold labelling within cells have been devised. Their efficiency and validity rely on sound principles of specimen sampling, event counting and inferential statistics. These include random selection of items at each sampling stage (e.g. specimen blocks, thin sections, microscopical fields), stereological analysis of cell ultrastructure, unbiased particle counting and statistical evaluation of a suitable null hypothesis (no difference in the intensity or pattern of labelling between compartments or groups of cells). The following approaches are possible: (i) A target molecule can be tested for preferential labelling by mapping the localisation of gold particles across a set of compartments. (ii) Data from wild‐type and knockdown/knockout control cells can be used to correct raw gold particle counts, estimate specific labelling densities and then test for preferential labeling. (iii) The same antigen can be mapped in two or more groups of cells to test whether there are experimental shifts in compartment labelling patterns. (iv) A variant of this approach uses more than one size of gold particle to test whether or not different antigens colocalise in one or more compartments. (v) In studies involving antigen translocation, absolute numbers of gold particles can be mapped over compartments at specific positions within polarised, oriented or dividing cells. Here, the current state of the art is reviewed and approaches are illustrated with virtual datasets.

[1]  M. Laakso,et al.  Disruption of Hexokinase II–Mitochondrial Binding Blocks Ischemic Preconditioning and Causes Rapid Cardiac Necrosis , 2011, Circulation research.

[2]  M. Keel,et al.  The Attachment, Internalization, and Time-Dependent, Intracellular Distribution of Clostridium difficile Toxin A in Porcine Intestinal Explants , 2011, Veterinary pathology.

[3]  T. Mayhew,et al.  Multiple-labelling immunoEM using different sizes of colloidal gold: alternative approaches to test for differential distribution and colocalization in subcellular structures , 2011, Histochemistry and Cell Biology.

[4]  Yan Xu,et al.  Comparative Proteomic Analysis of Lung Lamellar Bodies and Lysosome-Related Organelles , 2011, PloS one.

[5]  G. McKerr,et al.  Quantification of nanoparticle uptake by cells using microscopical and analytical techniques. , 2010, Nanomedicine.

[6]  P. Lerouge,et al.  Subcompartment localization of the side chain xyloglucan-synthesizing enzymes within Golgi stacks of tobacco suspension-cultured cells. , 2010, The Plant journal : for cell and molecular biology.

[7]  D. Toomre,et al.  A new wave of cellular imaging. , 2010, Annual review of cell and developmental biology.

[8]  J. Lucocq,et al.  Quantitative Assessment of Specificity in Immunoelectron Microscopy , 2010, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[9]  M. Losa,et al.  Localization of Carboxyl Ester Lipase in Human Pituitary Gland and Pituitary Adenomas , 2010, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[10]  M. Wagner,et al.  Inclusion Membrane Proteins of Protochlamydia amoebophila UWE25 Reveal a Conserved Mechanism for Host Cell Interaction among the Chlamydiae , 2010, Journal of bacteriology.

[11]  S. Kitazawa,et al.  Crucial role of the small GTPase Rac1 in insulin‐stimulated translocation of glucose transporter 4 to the mouse skeletal muscle sarcolemma , 2010, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[12]  J. Gilleron,et al.  Differential time course of FSH/FSH receptor complex endocytosis within sertoli and germ cells during rat testis development , 2010, Developmental dynamics : an official publication of the American Association of Anatomists.

[13]  孙飞,et al.  Prokaryotic Expression of Active Mitochondrial Uncoupling Protein 1 , 2010 .

[14]  H. Kräusslich,et al.  CD317/Tetherin Is Enriched in the HIV-1 Envelope and Downregulated from the Plasma Membrane upon Virus Infection , 2010, Journal of Virology.

[15]  L. Jouanin,et al.  Impact of CCR1 silencing on the assembly of lignified secondary walls in Arabidopsis thaliana. , 2009, The New phytologist.

[16]  G. Brunelli,et al.  Glutamatergic Reinnervation and Assembly of Glutamatergic Synapses in Adult Rat Skeletal Muscle Occurs at Cholinergic Endplates , 2009, Journal of neuropathology and experimental neurology.

[17]  J. Lucocq,et al.  A Stereological Approach for Estimation of Cellular Immunogold Labeling and Its Spatial Distribution in Oriented Sections Using the Rotator , 2009, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[18]  Matthias Ochs,et al.  A review of recent methods for efficiently quantifying immunogold and other nanoparticles using TEM sections through cells, tissues and organs. , 2009, Annals of anatomy = Anatomischer Anzeiger : official organ of the Anatomische Gesellschaft.

[19]  S. Prusiner,et al.  Cryo-Immunogold Electron Microscopy for Prions: Toward Identification of a Conversion Site , 2008, The Journal of Neuroscience.

[20]  T. Ottenhoff,et al.  The ESX-5 Secretion System of Mycobacterium marinum Modulates the Macrophage Response1 , 2008, The Journal of Immunology.

[21]  T. Oberley,et al.  Autophagy following heat stress: The role of aging and protein nitration , 2008, Autophagy.

[22]  C. Franceschi,et al.  Propagation of a transmissible cytotoxic activity on cultures of human peripheral blood lymphocytes. , 2008, The new microbiologica.

[23]  T. Mayhew,et al.  Developments in cell biology for quantitative immunoelectron microscopy based on thin sections: a review , 2008, Histochemistry and Cell Biology.

[24]  A. Szewczyk,et al.  Differential distribution of Ca2+-activated potassium channel β4 subunit in rat brain: Immunolocalization in neuronal mitochondria , 2008, Neuroscience.

[25]  J. James,et al.  Quantification and localization of microcystins in colonies of a laboratory strain of Microcystis (Cyanobacteria) using immunological methods , 2008 .

[26]  Hannah J. Zhang,et al.  Aging Results in Increased Autophagy of Mitochondria and Protein Nitration in Rat Hepatocytes Following Heat Stress , 2008, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[27]  T. Mayhew,et al.  Quantifying immunogold labelling patterns of cellular compartments when they comprise mixtures of membranes (surface-occupying) and organelles (volume-occupying) , 2008, Histochemistry and Cell Biology.

[28]  S. Oredsson,et al.  Subcellular distribution of spermidine/spermine N1‐acetyltransferase , 2008, Cell biology international.

[29]  D. Vanhecke,et al.  Stereology meets electron tomography: towards quantitative 3D electron microscopy. , 2007, Journal of structural biology.

[30]  M. Gómez-Lechón,et al.  Ethanol affects calmodulin and the calmodulin-binding proteins neuronal nitric oxide synthase and alphaII-spectrin (alpha-fodrin) in the nucleus of growing and differentiated rat astrocytes in primary culture. , 2007, Toxicology in vitro : an international journal published in association with BIBRA.

[31]  H. Mannherz,et al.  Chromatin breakdown by deoxyribonuclease1 promotes acetaminophen-induced liver necrosis: an ultrastructural and histochemical study on male CD-1 mice , 2007, Histochemistry and Cell Biology.

[32]  A. Warley,et al.  Immunogold labeling study of the distribution of GLUT-1 and GLUT-4 in cardiac tissue following stimulation by insulin or ischemia. , 2007, American journal of physiology. Heart and circulatory physiology.

[33]  R. Zhao,et al.  Evidence for p53 as Guardian of the Cardiomyocyte Mitochondrial Genome Following Acute Adriamycin Treatment , 2007, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[34]  R. P. Thompson,et al.  Immunolocalization of duodenal cytochrome B: a relationship with circulating markers of iron status , 2006, European journal of clinical investigation.

[35]  H. Kräusslich,et al.  Ultrastructural Analysis of ESCRT Proteins Suggests a Role for Endosome‐Associated Tubular–Vesicular Membranes in ESCRT Function , 2006, Traffic.

[36]  M. Krieger,et al.  IntraGolgi distribution of the Conserved Oligomeric Golgi (COG) complex. , 2006, Experimental cell research.

[37]  C. Mühlfeld,et al.  High-pressure freezing and freeze substitution of rat myocardium for immunogold labeling of connexin 43. , 2006, The anatomical record. Part A, Discoveries in molecular, cellular, and evolutionary biology.

[38]  J. Araus,et al.  Wheat nitrogen metabolism during grain filling: comparative role of glumes and the flag leaf , 2006, Planta.

[39]  H. Gundersen,et al.  Direct and efficient stereological estimation of total cell quantities using electron microscopy , 2006, Journal of microscopy.

[40]  J. Strominger,et al.  Conformational Variation of Surface Class II MHC Proteins during Myeloid Dendritic Cell Differentiation Accompanies Structural Changes in Lysosomal MIIC1 , 2005, The Journal of Immunology.

[41]  S. Grinstein,et al.  Quantitative and Dynamic Assessment of the Contribution of the ER to Phagosome Formation , 2005, Cell.

[42]  M. Ochs,et al.  Distribution of surfactant proteins in type II pneumocytes of newborn, 14-day old, and adult rats: an immunoelectron microscopic and stereological study , 2005, Histochemistry and Cell Biology.

[43]  J. Strominger,et al.  Involvement of caspase-cleaved and intact adaptor protein 1 complex in endosomal remodeling in maturing dendritic cells , 2005, Nature Immunology.

[44]  G. Codd,et al.  Immunogold localisation of microcystins in cryosectioned cells of Microcystis. , 2005, Journal of structural biology.

[45]  A. Loukas,et al.  The cellular distribution and stage-specific expression of two dynein light chains from the human blood fluke Schistosoma japonicum. , 2005, The international journal of biochemistry & cell biology.

[46]  M. Ochs,et al.  Improved lung preservation relates to an increase in tubular myelin-associated surfactant protein A , 2005, Respiratory research.

[47]  Johannes Gerdes,et al.  Human lung cancer cells express functionally active Toll-like receptor 9 , 2005, Respiratory research.

[48]  A. Luini,et al.  Intracellular processing and activation of membrane type 1 matrix metalloprotease depends on its partitioning into lipid domains , 2004, Journal of Cell Science.

[49]  M. Oppermann,et al.  Agonist-induced endocytosis of CC chemokine receptor 5 is clathrin dependent. , 2004, Molecular biology of the cell.

[50]  A. Luini,et al.  Golgi enzymes are enriched in perforated zones of golgi cisternae but are depleted in COPI vesicles. , 2004, Molecular biology of the cell.

[51]  J. Backer,et al.  A Rapid Method for Assessing the Distribution of Gold Labeling on Thin Sections , 2004, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[52]  Gareth Griffiths,et al.  Applications of an efficient method for comparing immunogold labelling patterns in the same sets of compartments in different groups of cells , 2004, Histochemistry and Cell Biology.

[53]  T. Mayhew,et al.  A simple method for comparing immunogold distributions in two or more experimental groups illustrated using GLUT1 labelling of isolated trophoblast cells. , 2004, Placenta.

[54]  S. J. Degen,et al.  Assessment of Recombinant Porcine Follicle‐Stimulating Hormone Receptor Using a Novel Polyclonal Ectodomain Antibody , 2004, Endocrine research.

[55]  G. Besra,et al.  Lysosomal Localization of Murine CD1d Mediated by AP-3 Is Necessary for NK T Cell Development 1 , 2003, The Journal of Immunology.

[56]  Judith Klumperman,et al.  Electron microscopy in cell biology: integrating structure and function. , 2003, Nature reviews. Molecular cell biology.

[57]  S. Prusiner,et al.  Cytosolic Prion Protein in Neurons , 2003, The Journal of Neuroscience.

[58]  James B. Anderson,et al.  A quantitative method for assessing co-localization in immunolabeled thin section electron micrographs. , 2003, Journal of structural biology.

[59]  T. Yutsudo,et al.  Rapid Apoptosis Induced by Shiga Toxin in HeLa Cells , 2003, Infection and Immunity.

[60]  T. Mayhew,et al.  A simpler way of comparing the labelling densities of cellular compartments illustrated using data from VPARP and LAMP-1 immunogold labelling experiments , 2003, Histochemistry and Cell Biology.

[61]  T. Mayhew,et al.  Relative labelling index: a novel stereological approach to test for non‐random immunogold labelling of organelles and membranes on transmission electron microscopy thin sections , 2002, Journal of microscopy.

[62]  J Janácek,et al.  Statistical evaluation of colocalization patterns in immunogold labeling experiments. , 2000, Journal of structural biology.

[63]  Caroline Sabin,et al.  Medical Statistics at a Glance , 2000 .

[64]  H. Gundersen,et al.  The efficiency of systematic sampling in stereology — reconsidered , 1999, Journal of microscopy.

[65]  A. Mironov,et al.  Estimation of subcellular organelle volume from ultrathin sections through centrioles with a discretized version of the vertical rotator , 1998, Journal of microscopy.

[66]  J. Lucocq,et al.  Quantitation of gold labelling and antigens in immunolabelled ultrathin sections. , 1994, Journal of anatomy.

[67]  Dr. Gareth Griffiths Fine Structure Immunocytochemistry , 1993, Springer Berlin Heidelberg.

[68]  E. B. VEDEL JENSEN,et al.  The rotator , 1993 .

[69]  J. Lucocq,et al.  Quantitation of gold labeling and estimation of labeling efficiency with a stereological counting method. , 1992, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[70]  G. Bourke,et al.  Manual of Clinical Microbiology , 1992 .

[71]  H. Gundersen,et al.  The isector: a simple and direct method for generating isotropic, uniform random sections from small specimens , 1992 .

[72]  Mayhew Tm,et al.  The new stereological methods for interpreting functional morphology from slices of cells and organs , 1991, Experimental physiology.

[73]  T. Mattfeldt,et al.  Estimation of surface area and length with the orientator , 1990, Journal of microscopy.

[74]  H J Gundersen,et al.  The efficiency of systematic sampling in stereology and its prediction * , 1987, Journal of microscopy.

[75]  L M Cruz-Orive,et al.  Estimation of surface area from vertical sections , 1986, Journal of microscopy.

[76]  J. Slot,et al.  A new method of preparing gold probes for multiple-labeling cytochemistry. , 1985, European journal of cell biology.

[77]  D. C. Sterio The unbiased estimation of number and sizes of arbitrary particles using the disector , 1984, Journal of microscopy.

[78]  M. Bendayan,et al.  Double immunocytochemical labeling applying the protein A-gold technique. , 1982, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[79]  H. Gundersen,et al.  Notes on the estimation of the numerical density of arbitrary profiles: the edge effect , 1977 .

[80]  Zhou Qiang Prokaryotic Expression of Active Mitochondrial Uncoupling Protein 1 , 2010 .

[81]  R. Fisher On the Interpretation of χ2 from Contingency Tables, and the Calculation of P , 2010 .

[82]  M. I. Quiroga,et al.  Development of rodlet cells in the gut of turbot (Psetta maxima L.): relationship between their morphology and S100 protein immunoreactivity. , 2009, Fish & shellfish immunology.

[83]  T. Mayhew,et al.  Taking tissue samples from the placenta: an illustration of principles and strategies. , 2008, Placenta.

[84]  L. Grubhoffer,et al.  Lectin-binding characteristics of a lyme borreliosis spirocheteBorrelia burgdorferi sensu stricto , 2008, Folia Microbiologica.

[85]  F. D’Amico,et al.  Clustering and colocalization in transmission immunoelectron microscopy: a brief review. , 2008, Micron.

[86]  Owen J. Driskell,et al.  Dynein is required for receptor sorting and the morphogenesis of early endosomes , 2007, Nature Cell Biology.

[87]  A. Warley,et al.  A reevaluation of the roles of hexokinase I and II in the heart. , 2007, American journal of physiology. Heart and circulatory physiology.

[88]  A. Baines,et al.  Not Just a Plasma Membrane Protein: in Cardiac Muscle Cells Alpha-II Spectrin also Shows a Close Association with Myofibrils , 2004, Journal of Muscle Research & Cell Motility.

[89]  K. Müller,et al.  Intracellular and intraalveolar localization of surfactant protein A (SP-A) in the parenchymal region of the human lung. , 2002, American journal of respiratory cell and molecular biology.

[90]  V. Howard,et al.  Unbiased Stereology: Three-Dimensional Measurement in Microscopy , 1998 .

[91]  James McGilvray,et al.  Interpretation and uses of medical statistics , 1969 .

[92]  R. Fisher On the Interpretation of χ2 from Contingency Tables, and the Calculation of P , 2018, Journal of the Royal Statistical Society Series A (Statistics in Society).

[93]  Ľ.,et al.  Lectin-Binding Characteristics of a Lyme Borreliosis Spirochete Borrelia burgdorferi sensu stricto , 2022 .