Filopodyan: An open-source pipeline for the analysis of filopodia

Filopodia have important sensory and mechanical roles in motile cells. The recruitment of actin regulators, such as ENA/VASP proteins, to sites of protrusion underlies diverse molecular mechanisms of filopodia formation and extension. We developed Filopodyan (filopodia dynamics analysis) in Fiji and R to measure fluorescence in filopodia and at their tips and bases concurrently with their morphological and dynamic properties. Filopodyan supports high-throughput phenotype characterization as well as detailed interactive editing of filopodia reconstructions through an intuitive graphical user interface. Our highly customizable pipeline is widely applicable, capable of detecting filopodia in four different cell types in vitro and in vivo. We use Filopodyan to quantify the recruitment of ENA and VASP preceding filopodia formation in neuronal growth cones, and uncover a molecular heterogeneity whereby different filopodia display markedly different responses to changes in the accumulation of ENA and VASP fluorescence in their tips over time.

[1]  M. Kirschner,et al.  Self-Assembly of Filopodia-Like Structures on Supported Lipid Bilayers , 2010, Science.

[2]  P. Bridgman,et al.  Retrograde flow rate is increased in growth cones from myosin IIB knockout mice , 2003, Journal of Cell Science.

[3]  Kristopher L. Nazor,et al.  Probing sporadic and familial Alzheimer’s disease using induced pluripotent stem cells , 2012, Nature.

[4]  Frank B Gertler,et al.  Ena/VASP proteins have an anti-capping independent function in filopodia formation. , 2007, Molecular biology of the cell.

[5]  Theodore J. Perkins,et al.  FiloDetect: automatic detection of filopodia from fluorescence microscopy images , 2013, BMC Systems Biology.

[6]  Tobias Bonhoeffer,et al.  A Role for Local Calcium Signaling in Rapid Synaptic Partner Selection by Dendritic Filopodia , 2008, Neuron.

[7]  A. Prokop,et al.  Drosophila growth cones: A genetically tractable platform for the analysis of axonal growth dynamics , 2009, Developmental neurobiology.

[8]  Isabell Begemann,et al.  Automated analysis of filopodial length and spatially resolved protein concentration via adaptive shape tracking , 2016, Molecular biology of the cell.

[9]  K. Kalil,et al.  Branch management: mechanisms of axon branching in the developing vertebrate CNS , 2013, Nature Reviews Neuroscience.

[10]  P. Mattila,et al.  Filopodia: molecular architecture and cellular functions , 2008, Nature Reviews Molecular Cell Biology.

[11]  D. Bentley,et al.  Pioneer growth cone steering decisions mediated by single filopodial contacts in situ , 1990, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[12]  Willie F. Tobin,et al.  Rapid formation and selective stabilization of synapses for enduring motor memories , 2009, Nature.

[13]  Lorene M Lanier,et al.  Mena Is Required for Neurulation and Commissure Formation , 1999, Neuron.

[14]  T. Svitkina,et al.  Filopodia initiation , 2011, Cell adhesion & migration.

[15]  J. Bamburg,et al.  Cdc42 participates in the regulation of ADF/cofilin and retinal growth cone filopodia by brain derived neurotrophic factor. , 2006, Journal of neurobiology.

[16]  R. Dominguez,et al.  CDC42 switches IRSp53 from inhibition of actin growth to elongation by clustering of VASP , 2013, The EMBO journal.

[17]  F. J. Livesey,et al.  Directed differentiation of human pluripotent stem cells to cerebral cortex neurons and neural networks , 2012, Nature Protocols.

[18]  S. Gupton,et al.  Ena/VASP regulates mDia2-initiated filopodial length, dynamics, and function , 2014, Molecular biology of the cell.

[19]  Gary G. Borisy,et al.  Mechanism of filopodia initiation by reorganization of a dendritic network , 2003, The Journal of cell biology.

[20]  Stephanie H. Nowotarski,et al.  The actin regulators Enabled and Diaphanous direct distinct protrusive behaviors in different tissues during Drosophila development , 2014, Molecular biology of the cell.

[21]  J. Bergmann,et al.  F-dynamics: Automated quantification of dendrite filopodia dynamics in living neurons , 2014, Journal of Neuroscience Methods.

[22]  Aaron S. Meyer,et al.  A requirement for filopodia extension toward Slit during Robo-mediated axon repulsion , 2016, The Journal of cell biology.

[23]  T. Lumley,et al.  gplots: Various R Programming Tools for Plotting Data , 2015 .

[24]  G. Scita,et al.  Membrane and actin dynamics interplay at lamellipodia leading edge. , 2013, Current opinion in cell biology.

[25]  C. Holt,et al.  Navigational errors made by growth cones without filopodia in the embryonic xenopus brain , 1993, Neuron.

[26]  David J. Barry,et al.  Open source software for quantification of cell migration, protrusions, and fluorescence intensities , 2015, The Journal of cell biology.

[27]  J. Faber,et al.  Normal Table of Xenopus Laevis (Daudin) , 1958 .

[28]  O. Pertz,et al.  Spatio-temporal co-ordination of RhoA, Rac1 and Cdc42 activation during prototypical edge protrusion and retraction dynamics , 2016, Scientific Reports.

[29]  C. Hehr,et al.  EGCG stabilizes growth cone filopodia and impairs retinal ganglion cell axon guidance , 2016, Developmental dynamics : an official publication of the American Association of Anatomists.

[30]  Timothy J. Mitchison,et al.  Reassembly of contractile actin cortex in cell blebs , 2006, The Journal of cell biology.

[31]  H. Fuchs,et al.  MIM-Induced Membrane Bending Promotes Dendritic Spine Initiation. , 2015, Developmental cell.

[32]  C. Hoogenraad,et al.  Actin in dendritic spines: connecting dynamics to function , 2010, The Journal of cell biology.

[33]  Lorene M Lanier,et al.  Critical Role of Ena/VASP Proteins for Filopodia Formation in Neurons and in Function Downstream of Netrin-1 , 2004, Neuron.

[34]  Alexis Gautreau,et al.  Steering cell migration: lamellipodium dynamics and the regulation of directional persistence , 2014, Nature Reviews Molecular Cell Biology.

[35]  T. Mitchison,et al.  Regulated Actin Cytoskeleton Assembly at Filopodium Tips Controls Their Extension and Retraction , 1999, The Journal of cell biology.

[36]  J. Chilton,et al.  Targeting of the F-actin-binding protein drebrin by the microtubule plus-tip protein EB3 is required for neuritogenesis , 2008, Nature Cell Biology.

[37]  K. Rottner,et al.  The making of filopodia. , 2006, Current opinion in cell biology.

[38]  Johannes E. Schindelin,et al.  Fiji: an open-source platform for biological-image analysis , 2012, Nature Methods.

[39]  W. Gan,et al.  Stably maintained dendritic spines are associated with lifelong memories , 2009, Nature.

[40]  M. Tokunaga,et al.  Highly inclined thin illumination enables clear single-molecule imaging in cells , 2008, Nature Methods.

[41]  Vinal V. Lakhani,et al.  Enabled Negatively Regulates Diaphanous-Driven Actin Dynamics In Vitro and In Vivo , 2014, Developmental cell.

[42]  C. Holt,et al.  Electroporation of cDNA/Morpholinos to targeted areas of embryonic CNS in Xenopus , 2007, BMC Developmental Biology.

[43]  Gaudenz Danuser,et al.  Coordination of Rho GTPase activities during cell protrusion , 2009, Nature.

[44]  Guillaume Jacquemet,et al.  Filopodia in cell adhesion, 3D migration and cancer cell invasion. , 2015, Current opinion in cell biology.

[45]  C. Holt,et al.  Live visualization of protein synthesis in axonal growth cones by microinjection of photoconvertible Kaede into Xenopus embryos , 2008, Nature Protocols.

[46]  C. Holt,et al.  Cytoplasmic polyadenylation and cytoplasmic polyadenylation element-dependent mRNA regulation are involved in Xenopus retinal axon development , 2009, Neural Development.

[47]  M. Poo,et al.  Essential role of filopodia in chemotropic turning of nerve growth cone induced by a glutamate gradient , 1996, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[48]  J. Orange,et al.  FiloQuant reveals increased filopodia density during DCIS progression , 2017, bioRxiv.

[49]  C. Holt,et al.  Ena/VASP function in retinal axons is required for terminal arborization but not pathway navigation , 2007, Development.

[50]  Eric A. Vitriol,et al.  CellGeo: A computational platform for the analysis of shape changes in cells with complex geometries , 2014, The Journal of cell biology.

[51]  Gaudenz Danuser,et al.  Functional hierarchy of redundant actin assembly factors revealed by fine-grained registration of intrinsic image fluctuations. , 2015, Cell systems.

[52]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[53]  G. Gallo,et al.  p75 Neurotrophin Receptor Signaling Regulates Growth Cone Filopodial Dynamics through Modulating RhoA Activity , 2004, The Journal of Neuroscience.

[54]  Michael W. Davidson,et al.  A bright monomeric green fluorescent protein derived from Branchiostoma lanceolatum , 2013, Nature Methods.

[55]  D. Bentley,et al.  Disoriented pathfinding by pioneer neurone growth cones deprived of filopodia by cytochalasin treatment , 1986, Nature.

[56]  Stephen J. Smith,et al.  Evidence for a Role of Dendritic Filopodia in Synaptogenesis and Spine Formation , 1996, Neuron.

[57]  K. Schlett,et al.  A new tool for the quantitative analysis of dendritic filopodial motility , 2015, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

[58]  K. Rottner,et al.  VASP dynamics during lamellipodia protrusion , 1999, Nature Cell Biology.