Nicholas Hamilton - Academia.edu (original) (raw)

Papers by Nicholas Hamilton

Research paper thumbnail of Cortical F-actin stabilization generates apical–lateral patterns of junctional contractility that integrate cells into epithelia

Nature Cell Biology, Jan 12, 2014

E-cadherin cell-cell junctions couple the contractile cortices of epithelial cells together, gene... more E-cadherin cell-cell junctions couple the contractile cortices of epithelial cells together, generating tension within junctions that influences tissue organization. Although junctional tension is commonly studied at the apical zonula adherens, we now report that E-cadherin adhesions induce the contractile actomyosin cortex throughout the apical-lateral axis of junctions. However, cells establish distinct regions of contractile activity even within individual contacts, producing high tension at the zonula adherens but substantially lower tension elsewhere. We demonstrate that N-WASP (also known as WASL) enhances apical junctional tension by stabilizing local F-actin networks, which otherwise undergo stress-induced turnover. Further, we find that cells are extruded from monolayers when this pattern of intra-junctional contractility is disturbed, either when N-WASP redistributes into lateral junctions in H-Ras V12-expressing cells or on mosaic redistribution of active N-WASP itself. We propose that local control of actin filament stability regulates the landscape of intra-junctional contractility to determine whether or not cells integrate into epithelial populations. Cadherin-based cell-cell junctions are mechanical connections, actively coupling and integrating the force-generating cortices of neighbouring cells together 1-5. These reciprocal interactions generate junctional tension 6,7 that influences tissue organization 8-10. In addition, contractile interactions across junctions can affect how cells integrate into tissues. This is strikingly illustrated by the process of cell extrusion, where normal cells that surround apoptotic or oncogene-transfected cells exert forces on those heterologous contacts to expel them from the monolayer 11-13. This further implies that the impact of contractile forces acting on cell-cell junctions can influence whether or not cells integrate into epithelia. At the cellular level, junctional tension arises from dynamic interactions between the cadherin adhesion system and the contractile actomyosin cytoskeleton 14. These interactions are best understood for the epithelial zonula adherens, a specialized junction where E-cadherin (also known as CDH1) concentrates with actin and myosin II to form a contractile ring 7,15. The actomyosin apparatus at the zonula adherens reflects integration of cadherin-based actin assembly, mediated by the WAVE2-Arp2/3 nucleator 16,17 , with cadherin-based signalling that supports the junctional recruitment of active myosin II (refs 7, 15,18). Apical junction tension is compromised when any of these elements are disrupted.

Research paper thumbnail of Anillin dependent stabilization of Rho signaling at adherens junctions influences cell extrusion and collective cell migration

Molecular Biology of the Cell, 2017

Research paper thumbnail of A spatially-averaged mathematical model of kidney branching morphogenesis

Journal of theoretical biology, Jan 24, 2015

Kidney development is initiated by the outgrowth of an epithelial ureteric bud into a population ... more Kidney development is initiated by the outgrowth of an epithelial ureteric bud into a population of mesenchymal cells. Reciprocal morphogenetic responses between these two populations generate a highly branched epithelial ureteric tree with the mesenchyme differentiating into nephrons, the functional units of the kidney. While we understand some of the mechanisms involved, current knowledge fails to explain the variability of organ sizes and nephron endowment in mice and humans. Here we present a spatially-averaged mathematical model of kidney morphogenesis in which the growth of the two key populations is described by a system of time-dependant ordinary differential equations. We assume that branching is symmetric and is invoked when the number of epithelial cells per tip reaches a threshold value. This process continues until the number of mesenchymal cells falls below a critical value that triggers cessation of branching. The mathematical model and its predictions are validated a...

Research paper thumbnail of LLAMA: a robust and scalable machine learning pipeline for analysis of cell surface projections in large scale 4D microscopy data

abstractWe present LLAMA, a pipeline for systematic analysis of terabyte scale 4D microscopy data... more abstractWe present LLAMA, a pipeline for systematic analysis of terabyte scale 4D microscopy datasets. Analysis of individual biological structures in imaging at this scale requires efficient and robust methods which do not require human micromanagement or editing of outputs. To meet this challenge, we use a machine learning method for semantic segmentation, followed by a robust and configurable object separation and tracking algorithm, and the generation of detailed object level statistics. Advanced visualisation is a key element of LLAMA: we provide a specialised software tool which supports quality control and optimisation as well as visualisation of outputs. LLAMA was used in a quantitative analysis of macrophage surface membrane projections (filopodia, ruffles, tent-pole ruffles) examining the differential effects of two interventions: lipopolysaccharide (LPS) and macrophage colony stimulating factor (CSF-1). Distinct patterns of increased activity were identified. In addition,...

Research paper thumbnail of Rapid Surveillance for Vector Presence (RSVP): Development of a novel system for detecting Aedes aegypti and Aedes albopictus

PLoS neglected tropical diseases, 2017

The globally important Zika, dengue and chikungunya viruses are primarily transmitted by the inva... more The globally important Zika, dengue and chikungunya viruses are primarily transmitted by the invasive mosquitoes, Aedes aegypti and Aedes albopictus. In Australia, there is an increasing risk that these species may invade highly urbanized regions and trigger outbreaks. We describe the development of a Rapid Surveillance for Vector Presence (RSVP) system to expedite presence- absence surveys for both species. We developed a methodology that uses molecular assays to efficiently screen pooled ovitrap (egg trap) samples for traces of target species ribosomal RNA. Firstly, specific real-time reverse transcription-polymerase chain reaction (RT-PCR) assays were developed which detect a single Ae. aegypti or Ae. albopictus first instar larva in samples containing 4,999 and 999 non-target mosquitoes, respectively. ImageJ software was evaluated as an automated egg counting tool using ovitrap collections obtained from Brisbane, Australia. Qualitative assessment of ovistrips was required prior ...

Research paper thumbnail of Towards defining the nuclear proteome

Genome Biology, 2008

Nuclear proteome

Direct evidence is reported for 2,568 mammalian proteins within the nuclear p... more Nuclear proteome

Direct evidence is reported for 2,568 mammalian proteins within the nuclear proteome, consisting of at least 14% of the entire pro-teome.

Research paper thumbnail of LOCATE: a mammalian protein subcellular localization database

Nucleic Acids Research, 2007

LOCATE is a curated, web-accessible database that houses data describing the membrane organizatio... more LOCATE is a curated, web-accessible database that houses data describing the membrane organization and subcellular localization of mouse and human proteins. Over the past 2 years, the data in LOCATE have grown substantially. The database now contains high-quality localization data for 20% of the mouse proteome and general localization annotation for nearly 36% of the mouse proteome. The proteome annotated in LOCATE is from the RIKEN FANTOM Consortium Isoform Protein Sequence sets which contains 58 128 mouse and 64 637 human protein isoforms. Other additions include computational subcellular localization predictions, automated computational classification of experimental localization image data, prediction of protein sorting signals and third party submission of literature data. Collectively, this database provides localization proteome for individual subcellular compartments that will underpin future systematic investigations of these regions.

Research paper thumbnail of Analysed cap mesenchyme track data from live imaging of mouse kidney development

Data in brief, 2016

This article provides detailed information on manually tracked cap mesenchyme cells from timelaps... more This article provides detailed information on manually tracked cap mesenchyme cells from timelapse imaging of multiple ex vivo embryonic mouse kidneys. Cells were imaged for up to 18 h at 15 or 20 min intervals, and multiple cell divisions were tracked. Positional data is supplemented with a range of information including the relative location of the closest ureteric tip and a correction for drift due to bulk movement and tip growth. A subset of tracks were annotated to indicate the presence of processes attached to the ureteric epithelium. The calculations used for drift correction are described, as are the main methods used in the analysis of this data for the purpose of describing cap cell motility. The outcomes of this analysis are discussed in "Cap mesenchyme cell swarming during kidney development is influenced by attraction, repulsion, and adhesion to the ureteric tip" (A.N. Combes, J.G. Lefevre, S. Wilson, N.A. Hamilton, M.H. Little, 2016) [1].

Research paper thumbnail of LLAMA: a robust and scalable machine learning pipeline for analysis of large scale 4D microscopy data: analysis of cell ruffles and filopodia

BMC Bioinformatics, 2021

Background With recent advances in microscopy, recordings of cell behaviour can result in terabyt... more Background With recent advances in microscopy, recordings of cell behaviour can result in terabyte-size datasets. The lattice light sheet microscope (LLSM) images cells at high speed and high 3D resolution, accumulating data at 100 frames/second over hours, presenting a major challenge for interrogating these datasets. The surfaces of vertebrate cells can rapidly deform to create projections that interact with the microenvironment. Such surface projections include spike-like filopodia and wave-like ruffles on the surface of macrophages as they engage in immune surveillance. LLSM imaging has provided new insights into the complex surface behaviours of immune cells, including revealing new types of ruffles. However, full use of these data requires systematic and quantitative analysis of thousands of projections over hundreds of time steps, and an effective system for analysis of individual structures at this scale requires efficient and robust methods with minimal user intervention. R...

Research paper thumbnail of Rab6a/a' regulates p230/golgin-245-mediated TNF secretion in RAW264.7 macrophages

Research paper thumbnail of RAZA: A Rapid 3D z-crossings algorithm to segment electron tomograms and extract organelles and macromolecules

Journal of structural biology, 2017

Resolving the 3D architecture of cells to atomic resolution is one of the most ambitious challeng... more Resolving the 3D architecture of cells to atomic resolution is one of the most ambitious challenges of cellular and structural biology. Central to this process is the ability to automate tomogram segmentation to identify sub-cellular components, facilitate molecular docking and annotate detected objects with associated metadata. Here we demonstrate that RAZA (Rapid 3D z-crossings algorithm) provides a robust, accurate, intuitive, fast, and generally applicable segmentation algorithm capable of detecting organelles, membranes, macromolecular assemblies and extrinsic membrane protein domains. RAZA defines each continuous contour within a tomogram as a discrete object and extracts a set of 3D structural fingerprints (major, middle and minor axes, surface area and volume), enabling selective, semi-automated segmentation and object extraction. RAZA takes advantage of the fact that the underlying algorithm is a true 3D edge detector, allowing the axes of a detected object to be defined, i...

Research paper thumbnail of Author Correction: Tyrosine dephosphorylated cortactin downregulates contractility at the epithelial zonula adherens through SRGAP1

Nature communications, Jan 5, 2017

A correction to this article has been published and is linked from the HTML version of this article.

Research paper thumbnail of Tyrosine dephosphorylated cortactin downregulates contractility at the epithelial zonula adherens through SRGAP1

Nature communications, Oct 5, 2017

Contractile adherens junctions support cell-cell adhesion, epithelial integrity, and morphogenesi... more Contractile adherens junctions support cell-cell adhesion, epithelial integrity, and morphogenesis. Much effort has been devoted to understanding how contractility is established; however, less is known about whether contractility can be actively downregulated at junctions nor what function this might serve. We now identify such an inhibitory pathway that is mediated by the cytoskeletal scaffold, cortactin. Mutations of cortactin that prevent its tyrosine phosphorylation downregulate RhoA signaling and compromise the ability of epithelial cells to generate a contractile zonula adherens. This is mediated by the RhoA antagonist, SRGAP1. We further demonstrate that this mechanism is co-opted by hepatocyte growth factor to promote junctional relaxation and motility in epithelial collectives. Together, our findings identify a novel function of cortactin as a regulator of RhoA signaling that can be utilized by morphogenetic regulators for the active downregulation of junctional contractil...

Research paper thumbnail of Linear models for endocytic transformations from live cell imaging

ANZIAM Journal, 2011

Endocytosis is the process by which cells internalise molecules including nutrient proteins from ... more Endocytosis is the process by which cells internalise molecules including nutrient proteins from the extracellular media. In one form, macropinocytosis, the membrane at the cell surface ruffles and folds over to give rise to an internalised vesicle. Negatively charged phospholipids within the membrane called phosphoinositides then undergo a series of transformations that are critical for the correct trafficking of the vesicle within the cell, and which are often pirated by pathogens such as Salmonella. Advanced fluorescent video microscopy imaging now allows the detailed observation and quantification of these events in live cells over time. Here we use these observations as a basis for building differential equation models of the transformations. An initial investigation of these interactions was modelled with reaction rates proportional to the sum of the concentrations of the individual constituents. A first order linear system for the concentrations results. The structure of the system enables analytical expressions to

Research paper thumbnail of Cap mesenchyme cell swarming during kidney development is influenced by attraction, repulsion, and adhesion to the ureteric tip

Developmental biology, Oct 23, 2016

Morphogenesis of the mammalian kidney requires reciprocal interactions between two cellular domai... more Morphogenesis of the mammalian kidney requires reciprocal interactions between two cellular domains at the periphery of the developing organ: the tips of the epithelial ureteric tree and adjacent regions of cap mesenchyme. While the presence of the cap mesenchyme is essential for ureteric branching, how it is specifically maintained at the tips is unclear. Using ex vivo timelapse imaging we show that cells of the cap mesenchyme are highly motile. Individual cap mesenchyme cells move within and between cap domains. They also attach and detach from the ureteric tip across time. Timelapse tracks collected for >800 cells showed evidence that this movement was largely stochastic, with cell autonomous migration influenced by opposing attractive, repulsive and cell adhesion cues. The resulting swarming behaviour maintains a distinct cap mesenchyme domain while facilitating dynamic remodelling in response to underlying changes in the tip.

Research paper thumbnail of Functional characterization of retromer in GLUT4 storage vesicle formation and adipocyte differentiation

FASEB journal : official publication of the Federation of American Societies for Experimental Biology, Jan 18, 2015

Insulin-stimulated translocation of glucose transporter 4 (GLUT4) storage vesicles (GSVs), the sp... more Insulin-stimulated translocation of glucose transporter 4 (GLUT4) storage vesicles (GSVs), the specialized intracellular compartments within mature adipocytes, to the plasma membrane (PM) is a fundamental cellular process for maintaining glucose homeostasis. Using 2 independent adipocyte cell line models, human primary Simpson-Golabi-Behmel syndrome and mouse 3T3-L1 fibroblast cell lines, we demonstrate that the endosome-associated protein-sorting complex retromer colocalizes with GLUT4 on the GSVs by confocal microscopy in mature adipocytes. By use of both confocal microscopy and differential ultracentrifugation techniques, retromer is redistributed to the PM of mature adipocytes upon insulin stimulation. Furthermore, stable knockdown of the retromer subunit-vacuolar protein-sorting 35, or the retromer-associated protein sorting nexin 27, by lentivirus-delivered small hairpin RNA impaired the adipogenesis process when compared to nonsilence control. The knockdown of retromer decrea...

Research paper thumbnail of High-throughput quantification of early stages of phagocytosis

We describe a fast and reliable method for detecting three early stages of phagocytosis and quant... more We describe a fast and reliable method for detecting three early stages of phagocytosis and quantifying the percentages of phagocytic events in each stage. Our approach may be used to measure rates of aberrant phagocytosis in drug screens or experimental models of various diseases.

Research paper thumbnail of Inhibition of the PtdIns(5) kinase PIKfyve disrupts intracellular replication of Salmonella

The EMBO Journal, 2010

3-phosphorylated phosphoinositides (3-PtdIns) orchestrate endocytic trafficking pathways exploite... more 3-phosphorylated phosphoinositides (3-PtdIns) orchestrate endocytic trafficking pathways exploited by intracellular pathogens such as Salmonella to gain entry into the cell. To infect the host, Salmonellae subvert its normal macropinocytic activity, manipulating the process to generate an intracellular replicative niche. Disruption of the PtdIns(5) kinase, PIKfyve, be it by interfering mutant, siRNA-mediated knockdown or pharmacological means, inhibits the intracellular replication of Salmonella enterica serovar typhimurium in epithelial cells. Monitoring the dynamics of macropinocytosis by time-lapse 3D (4D) videomicroscopy revealed a new and essential role for PI(3,5)P 2 in macropinosome-late endosome/lysosome fusion, which is distinct from that of the small GTPase Rab7. This PI(3,5)P 2-dependent step is required for the proper maturation of the Salmonella-containing vacuole (SCV) through the formation of Salmonella-induced filaments (SIFs) and for the engagement of the Salmonella pathogenicity island 2-encoded type 3 secretion system (SPI2-T3SS). Finally, although inhibition of PIKfyve in macrophages did inhibit Salmonella replication, it also appears to disrupt the macrophage's bactericidal response.

Research paper thumbnail of Multicomponent Analysis of Junctional Movements Regulated by Myosin II Isoforms at the Epithelial Zonula Adherens

PLoS ONE, 2011

The zonula adherens (ZA) of epithelial cells is a site of cell-cell adhesion where cellular force... more The zonula adherens (ZA) of epithelial cells is a site of cell-cell adhesion where cellular forces are exerted and resisted. Increasing evidence indicates that E-cadherin adhesion molecules at the ZA serve to sense force applied on the junctions and coordinate cytoskeletal responses to those forces. Efforts to understand the role that cadherins play in mechanotransduction have been limited by the lack of assays to measure the impact of forces on the ZA. In this study we used 4D imaging of GFP-tagged E-cadherin to analyse the movement of the ZA. Junctions in confluent epithelial monolayers displayed prominent movements oriented orthogonal (perpendicular) to the ZA itself. Two components were identified in these movements: a relatively slow unidirectional (translational) component that could be readily fitted by least-squares regression analysis, upon which were superimposed more rapid oscillatory movements. Myosin IIB was a dominant factor responsible for driving the unilateral translational movements. In contrast, frequency spectrum analysis revealed that depletion of Myosin IIA increased the power of the oscillatory movements. This implies that Myosin IIA may serve to dampen oscillatory movements of the ZA. This extends our recent analysis of Myosin II at the ZA to demonstrate that Myosin IIA and Myosin IIB make distinct contributions to junctional movement at the ZA.

Research paper thumbnail of Visualization of image data from cells to organisms

Nature Methods, 2010

Advances in imaging techniques and high-throughput technologies are providing scientists with unp... more Advances in imaging techniques and high-throughput technologies are providing scientists with unprecedented possibilities to visualize internal structures of cells, organs and organisms and to collect systematic image data characterizing genes and proteins on a large scale. To make the best use of these increasingly complex and large image data resources, the scientific community must be provided with methods to query, analyze and crosslink these resources to give an intuitive visual representation of the data. This review gives an overview of existing methods and tools for this purpose and highlights some of their limitations and challenges. By their very nature, microscopy and magnetic resonance imaging (MRI) (Fig. 1 and Boxes 1 and 2) are dependent on data visualization. Whereas in the past it was considered sufficient to show images (photographs or digitized images) in the printed version of an article to illustrate an experimental result, the presentation of image data has become more challenging for three reasons. First, new imaging techniques allow the generation of massive datasets that cannot be adequately presented on paper nor be browsed and looked at with older software tools. MRI, which is mostly used to acquire three-dimensional (3D) imagery, has faced some of these problems for many years. Second, the availability of highthroughput techniques enables experiments on a large scale, generating large sets of image Correspondence should be addressed to J.-K.H.

Research paper thumbnail of Cortical F-actin stabilization generates apical–lateral patterns of junctional contractility that integrate cells into epithelia

Nature Cell Biology, Jan 12, 2014

E-cadherin cell-cell junctions couple the contractile cortices of epithelial cells together, gene... more E-cadherin cell-cell junctions couple the contractile cortices of epithelial cells together, generating tension within junctions that influences tissue organization. Although junctional tension is commonly studied at the apical zonula adherens, we now report that E-cadherin adhesions induce the contractile actomyosin cortex throughout the apical-lateral axis of junctions. However, cells establish distinct regions of contractile activity even within individual contacts, producing high tension at the zonula adherens but substantially lower tension elsewhere. We demonstrate that N-WASP (also known as WASL) enhances apical junctional tension by stabilizing local F-actin networks, which otherwise undergo stress-induced turnover. Further, we find that cells are extruded from monolayers when this pattern of intra-junctional contractility is disturbed, either when N-WASP redistributes into lateral junctions in H-Ras V12-expressing cells or on mosaic redistribution of active N-WASP itself. We propose that local control of actin filament stability regulates the landscape of intra-junctional contractility to determine whether or not cells integrate into epithelial populations. Cadherin-based cell-cell junctions are mechanical connections, actively coupling and integrating the force-generating cortices of neighbouring cells together 1-5. These reciprocal interactions generate junctional tension 6,7 that influences tissue organization 8-10. In addition, contractile interactions across junctions can affect how cells integrate into tissues. This is strikingly illustrated by the process of cell extrusion, where normal cells that surround apoptotic or oncogene-transfected cells exert forces on those heterologous contacts to expel them from the monolayer 11-13. This further implies that the impact of contractile forces acting on cell-cell junctions can influence whether or not cells integrate into epithelia. At the cellular level, junctional tension arises from dynamic interactions between the cadherin adhesion system and the contractile actomyosin cytoskeleton 14. These interactions are best understood for the epithelial zonula adherens, a specialized junction where E-cadherin (also known as CDH1) concentrates with actin and myosin II to form a contractile ring 7,15. The actomyosin apparatus at the zonula adherens reflects integration of cadherin-based actin assembly, mediated by the WAVE2-Arp2/3 nucleator 16,17 , with cadherin-based signalling that supports the junctional recruitment of active myosin II (refs 7, 15,18). Apical junction tension is compromised when any of these elements are disrupted.

Research paper thumbnail of Anillin dependent stabilization of Rho signaling at adherens junctions influences cell extrusion and collective cell migration

Molecular Biology of the Cell, 2017

Research paper thumbnail of A spatially-averaged mathematical model of kidney branching morphogenesis

Journal of theoretical biology, Jan 24, 2015

Kidney development is initiated by the outgrowth of an epithelial ureteric bud into a population ... more Kidney development is initiated by the outgrowth of an epithelial ureteric bud into a population of mesenchymal cells. Reciprocal morphogenetic responses between these two populations generate a highly branched epithelial ureteric tree with the mesenchyme differentiating into nephrons, the functional units of the kidney. While we understand some of the mechanisms involved, current knowledge fails to explain the variability of organ sizes and nephron endowment in mice and humans. Here we present a spatially-averaged mathematical model of kidney morphogenesis in which the growth of the two key populations is described by a system of time-dependant ordinary differential equations. We assume that branching is symmetric and is invoked when the number of epithelial cells per tip reaches a threshold value. This process continues until the number of mesenchymal cells falls below a critical value that triggers cessation of branching. The mathematical model and its predictions are validated a...

Research paper thumbnail of LLAMA: a robust and scalable machine learning pipeline for analysis of cell surface projections in large scale 4D microscopy data

abstractWe present LLAMA, a pipeline for systematic analysis of terabyte scale 4D microscopy data... more abstractWe present LLAMA, a pipeline for systematic analysis of terabyte scale 4D microscopy datasets. Analysis of individual biological structures in imaging at this scale requires efficient and robust methods which do not require human micromanagement or editing of outputs. To meet this challenge, we use a machine learning method for semantic segmentation, followed by a robust and configurable object separation and tracking algorithm, and the generation of detailed object level statistics. Advanced visualisation is a key element of LLAMA: we provide a specialised software tool which supports quality control and optimisation as well as visualisation of outputs. LLAMA was used in a quantitative analysis of macrophage surface membrane projections (filopodia, ruffles, tent-pole ruffles) examining the differential effects of two interventions: lipopolysaccharide (LPS) and macrophage colony stimulating factor (CSF-1). Distinct patterns of increased activity were identified. In addition,...

Research paper thumbnail of Rapid Surveillance for Vector Presence (RSVP): Development of a novel system for detecting Aedes aegypti and Aedes albopictus

PLoS neglected tropical diseases, 2017

The globally important Zika, dengue and chikungunya viruses are primarily transmitted by the inva... more The globally important Zika, dengue and chikungunya viruses are primarily transmitted by the invasive mosquitoes, Aedes aegypti and Aedes albopictus. In Australia, there is an increasing risk that these species may invade highly urbanized regions and trigger outbreaks. We describe the development of a Rapid Surveillance for Vector Presence (RSVP) system to expedite presence- absence surveys for both species. We developed a methodology that uses molecular assays to efficiently screen pooled ovitrap (egg trap) samples for traces of target species ribosomal RNA. Firstly, specific real-time reverse transcription-polymerase chain reaction (RT-PCR) assays were developed which detect a single Ae. aegypti or Ae. albopictus first instar larva in samples containing 4,999 and 999 non-target mosquitoes, respectively. ImageJ software was evaluated as an automated egg counting tool using ovitrap collections obtained from Brisbane, Australia. Qualitative assessment of ovistrips was required prior ...

Research paper thumbnail of Towards defining the nuclear proteome

Genome Biology, 2008

Nuclear proteome

Direct evidence is reported for 2,568 mammalian proteins within the nuclear p... more Nuclear proteome

Direct evidence is reported for 2,568 mammalian proteins within the nuclear proteome, consisting of at least 14% of the entire pro-teome.

Research paper thumbnail of LOCATE: a mammalian protein subcellular localization database

Nucleic Acids Research, 2007

LOCATE is a curated, web-accessible database that houses data describing the membrane organizatio... more LOCATE is a curated, web-accessible database that houses data describing the membrane organization and subcellular localization of mouse and human proteins. Over the past 2 years, the data in LOCATE have grown substantially. The database now contains high-quality localization data for 20% of the mouse proteome and general localization annotation for nearly 36% of the mouse proteome. The proteome annotated in LOCATE is from the RIKEN FANTOM Consortium Isoform Protein Sequence sets which contains 58 128 mouse and 64 637 human protein isoforms. Other additions include computational subcellular localization predictions, automated computational classification of experimental localization image data, prediction of protein sorting signals and third party submission of literature data. Collectively, this database provides localization proteome for individual subcellular compartments that will underpin future systematic investigations of these regions.

Research paper thumbnail of Analysed cap mesenchyme track data from live imaging of mouse kidney development

Data in brief, 2016

This article provides detailed information on manually tracked cap mesenchyme cells from timelaps... more This article provides detailed information on manually tracked cap mesenchyme cells from timelapse imaging of multiple ex vivo embryonic mouse kidneys. Cells were imaged for up to 18 h at 15 or 20 min intervals, and multiple cell divisions were tracked. Positional data is supplemented with a range of information including the relative location of the closest ureteric tip and a correction for drift due to bulk movement and tip growth. A subset of tracks were annotated to indicate the presence of processes attached to the ureteric epithelium. The calculations used for drift correction are described, as are the main methods used in the analysis of this data for the purpose of describing cap cell motility. The outcomes of this analysis are discussed in "Cap mesenchyme cell swarming during kidney development is influenced by attraction, repulsion, and adhesion to the ureteric tip" (A.N. Combes, J.G. Lefevre, S. Wilson, N.A. Hamilton, M.H. Little, 2016) [1].

Research paper thumbnail of LLAMA: a robust and scalable machine learning pipeline for analysis of large scale 4D microscopy data: analysis of cell ruffles and filopodia

BMC Bioinformatics, 2021

Background With recent advances in microscopy, recordings of cell behaviour can result in terabyt... more Background With recent advances in microscopy, recordings of cell behaviour can result in terabyte-size datasets. The lattice light sheet microscope (LLSM) images cells at high speed and high 3D resolution, accumulating data at 100 frames/second over hours, presenting a major challenge for interrogating these datasets. The surfaces of vertebrate cells can rapidly deform to create projections that interact with the microenvironment. Such surface projections include spike-like filopodia and wave-like ruffles on the surface of macrophages as they engage in immune surveillance. LLSM imaging has provided new insights into the complex surface behaviours of immune cells, including revealing new types of ruffles. However, full use of these data requires systematic and quantitative analysis of thousands of projections over hundreds of time steps, and an effective system for analysis of individual structures at this scale requires efficient and robust methods with minimal user intervention. R...

Research paper thumbnail of Rab6a/a' regulates p230/golgin-245-mediated TNF secretion in RAW264.7 macrophages

Research paper thumbnail of RAZA: A Rapid 3D z-crossings algorithm to segment electron tomograms and extract organelles and macromolecules

Journal of structural biology, 2017

Resolving the 3D architecture of cells to atomic resolution is one of the most ambitious challeng... more Resolving the 3D architecture of cells to atomic resolution is one of the most ambitious challenges of cellular and structural biology. Central to this process is the ability to automate tomogram segmentation to identify sub-cellular components, facilitate molecular docking and annotate detected objects with associated metadata. Here we demonstrate that RAZA (Rapid 3D z-crossings algorithm) provides a robust, accurate, intuitive, fast, and generally applicable segmentation algorithm capable of detecting organelles, membranes, macromolecular assemblies and extrinsic membrane protein domains. RAZA defines each continuous contour within a tomogram as a discrete object and extracts a set of 3D structural fingerprints (major, middle and minor axes, surface area and volume), enabling selective, semi-automated segmentation and object extraction. RAZA takes advantage of the fact that the underlying algorithm is a true 3D edge detector, allowing the axes of a detected object to be defined, i...

Research paper thumbnail of Author Correction: Tyrosine dephosphorylated cortactin downregulates contractility at the epithelial zonula adherens through SRGAP1

Nature communications, Jan 5, 2017

A correction to this article has been published and is linked from the HTML version of this article.

Research paper thumbnail of Tyrosine dephosphorylated cortactin downregulates contractility at the epithelial zonula adherens through SRGAP1

Nature communications, Oct 5, 2017

Contractile adherens junctions support cell-cell adhesion, epithelial integrity, and morphogenesi... more Contractile adherens junctions support cell-cell adhesion, epithelial integrity, and morphogenesis. Much effort has been devoted to understanding how contractility is established; however, less is known about whether contractility can be actively downregulated at junctions nor what function this might serve. We now identify such an inhibitory pathway that is mediated by the cytoskeletal scaffold, cortactin. Mutations of cortactin that prevent its tyrosine phosphorylation downregulate RhoA signaling and compromise the ability of epithelial cells to generate a contractile zonula adherens. This is mediated by the RhoA antagonist, SRGAP1. We further demonstrate that this mechanism is co-opted by hepatocyte growth factor to promote junctional relaxation and motility in epithelial collectives. Together, our findings identify a novel function of cortactin as a regulator of RhoA signaling that can be utilized by morphogenetic regulators for the active downregulation of junctional contractil...

Research paper thumbnail of Linear models for endocytic transformations from live cell imaging

ANZIAM Journal, 2011

Endocytosis is the process by which cells internalise molecules including nutrient proteins from ... more Endocytosis is the process by which cells internalise molecules including nutrient proteins from the extracellular media. In one form, macropinocytosis, the membrane at the cell surface ruffles and folds over to give rise to an internalised vesicle. Negatively charged phospholipids within the membrane called phosphoinositides then undergo a series of transformations that are critical for the correct trafficking of the vesicle within the cell, and which are often pirated by pathogens such as Salmonella. Advanced fluorescent video microscopy imaging now allows the detailed observation and quantification of these events in live cells over time. Here we use these observations as a basis for building differential equation models of the transformations. An initial investigation of these interactions was modelled with reaction rates proportional to the sum of the concentrations of the individual constituents. A first order linear system for the concentrations results. The structure of the system enables analytical expressions to

Research paper thumbnail of Cap mesenchyme cell swarming during kidney development is influenced by attraction, repulsion, and adhesion to the ureteric tip

Developmental biology, Oct 23, 2016

Morphogenesis of the mammalian kidney requires reciprocal interactions between two cellular domai... more Morphogenesis of the mammalian kidney requires reciprocal interactions between two cellular domains at the periphery of the developing organ: the tips of the epithelial ureteric tree and adjacent regions of cap mesenchyme. While the presence of the cap mesenchyme is essential for ureteric branching, how it is specifically maintained at the tips is unclear. Using ex vivo timelapse imaging we show that cells of the cap mesenchyme are highly motile. Individual cap mesenchyme cells move within and between cap domains. They also attach and detach from the ureteric tip across time. Timelapse tracks collected for >800 cells showed evidence that this movement was largely stochastic, with cell autonomous migration influenced by opposing attractive, repulsive and cell adhesion cues. The resulting swarming behaviour maintains a distinct cap mesenchyme domain while facilitating dynamic remodelling in response to underlying changes in the tip.

Research paper thumbnail of Functional characterization of retromer in GLUT4 storage vesicle formation and adipocyte differentiation

FASEB journal : official publication of the Federation of American Societies for Experimental Biology, Jan 18, 2015

Insulin-stimulated translocation of glucose transporter 4 (GLUT4) storage vesicles (GSVs), the sp... more Insulin-stimulated translocation of glucose transporter 4 (GLUT4) storage vesicles (GSVs), the specialized intracellular compartments within mature adipocytes, to the plasma membrane (PM) is a fundamental cellular process for maintaining glucose homeostasis. Using 2 independent adipocyte cell line models, human primary Simpson-Golabi-Behmel syndrome and mouse 3T3-L1 fibroblast cell lines, we demonstrate that the endosome-associated protein-sorting complex retromer colocalizes with GLUT4 on the GSVs by confocal microscopy in mature adipocytes. By use of both confocal microscopy and differential ultracentrifugation techniques, retromer is redistributed to the PM of mature adipocytes upon insulin stimulation. Furthermore, stable knockdown of the retromer subunit-vacuolar protein-sorting 35, or the retromer-associated protein sorting nexin 27, by lentivirus-delivered small hairpin RNA impaired the adipogenesis process when compared to nonsilence control. The knockdown of retromer decrea...

Research paper thumbnail of High-throughput quantification of early stages of phagocytosis

We describe a fast and reliable method for detecting three early stages of phagocytosis and quant... more We describe a fast and reliable method for detecting three early stages of phagocytosis and quantifying the percentages of phagocytic events in each stage. Our approach may be used to measure rates of aberrant phagocytosis in drug screens or experimental models of various diseases.

Research paper thumbnail of Inhibition of the PtdIns(5) kinase PIKfyve disrupts intracellular replication of Salmonella

The EMBO Journal, 2010

3-phosphorylated phosphoinositides (3-PtdIns) orchestrate endocytic trafficking pathways exploite... more 3-phosphorylated phosphoinositides (3-PtdIns) orchestrate endocytic trafficking pathways exploited by intracellular pathogens such as Salmonella to gain entry into the cell. To infect the host, Salmonellae subvert its normal macropinocytic activity, manipulating the process to generate an intracellular replicative niche. Disruption of the PtdIns(5) kinase, PIKfyve, be it by interfering mutant, siRNA-mediated knockdown or pharmacological means, inhibits the intracellular replication of Salmonella enterica serovar typhimurium in epithelial cells. Monitoring the dynamics of macropinocytosis by time-lapse 3D (4D) videomicroscopy revealed a new and essential role for PI(3,5)P 2 in macropinosome-late endosome/lysosome fusion, which is distinct from that of the small GTPase Rab7. This PI(3,5)P 2-dependent step is required for the proper maturation of the Salmonella-containing vacuole (SCV) through the formation of Salmonella-induced filaments (SIFs) and for the engagement of the Salmonella pathogenicity island 2-encoded type 3 secretion system (SPI2-T3SS). Finally, although inhibition of PIKfyve in macrophages did inhibit Salmonella replication, it also appears to disrupt the macrophage's bactericidal response.

Research paper thumbnail of Multicomponent Analysis of Junctional Movements Regulated by Myosin II Isoforms at the Epithelial Zonula Adherens

PLoS ONE, 2011

The zonula adherens (ZA) of epithelial cells is a site of cell-cell adhesion where cellular force... more The zonula adherens (ZA) of epithelial cells is a site of cell-cell adhesion where cellular forces are exerted and resisted. Increasing evidence indicates that E-cadherin adhesion molecules at the ZA serve to sense force applied on the junctions and coordinate cytoskeletal responses to those forces. Efforts to understand the role that cadherins play in mechanotransduction have been limited by the lack of assays to measure the impact of forces on the ZA. In this study we used 4D imaging of GFP-tagged E-cadherin to analyse the movement of the ZA. Junctions in confluent epithelial monolayers displayed prominent movements oriented orthogonal (perpendicular) to the ZA itself. Two components were identified in these movements: a relatively slow unidirectional (translational) component that could be readily fitted by least-squares regression analysis, upon which were superimposed more rapid oscillatory movements. Myosin IIB was a dominant factor responsible for driving the unilateral translational movements. In contrast, frequency spectrum analysis revealed that depletion of Myosin IIA increased the power of the oscillatory movements. This implies that Myosin IIA may serve to dampen oscillatory movements of the ZA. This extends our recent analysis of Myosin II at the ZA to demonstrate that Myosin IIA and Myosin IIB make distinct contributions to junctional movement at the ZA.

Research paper thumbnail of Visualization of image data from cells to organisms

Nature Methods, 2010

Advances in imaging techniques and high-throughput technologies are providing scientists with unp... more Advances in imaging techniques and high-throughput technologies are providing scientists with unprecedented possibilities to visualize internal structures of cells, organs and organisms and to collect systematic image data characterizing genes and proteins on a large scale. To make the best use of these increasingly complex and large image data resources, the scientific community must be provided with methods to query, analyze and crosslink these resources to give an intuitive visual representation of the data. This review gives an overview of existing methods and tools for this purpose and highlights some of their limitations and challenges. By their very nature, microscopy and magnetic resonance imaging (MRI) (Fig. 1 and Boxes 1 and 2) are dependent on data visualization. Whereas in the past it was considered sufficient to show images (photographs or digitized images) in the printed version of an article to illustrate an experimental result, the presentation of image data has become more challenging for three reasons. First, new imaging techniques allow the generation of massive datasets that cannot be adequately presented on paper nor be browsed and looked at with older software tools. MRI, which is mostly used to acquire three-dimensional (3D) imagery, has faced some of these problems for many years. Second, the availability of highthroughput techniques enables experiments on a large scale, generating large sets of image Correspondence should be addressed to J.-K.H.