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A statistical inference approach to reconstruct intercellular interactions in cell migration experiments
Laboratoire Biologie cellulaire systémique de la polarité et de la division - Elena Agliari1, Pablo J. Sáez, Adriano Barra, Matthieu Piel, Pablo Vargas
Science Advances - 6 11 - DOI: 10.1126/sciadv.aay2103 - 2020
Migration of cells can be characterized by two prototypical types of motion: individual and collective migration. We propose a statistical inference approach designed to detect the presence of cell-cell interactions that give rise to collective behaviors in cell motility experiments. This inference method has been first successfully tested on synthetic motional data and then applied to two experiments. In the first experiment, cells migrate in a wound-healing model: When applied to this experiment, the inference method predicts the existence of cell-cell interactions, correctly mirroring the strong intercellular contacts that are present in the experiment. In the second experiment, dendritic cells migrate in a chemokine gradient. Our inference analysis does not provide evidence for interactions, indicating that cells migrate by sensing independently the chemokine source. According to this prediction, we speculate that mature dendritic cells disregard intercellular signals that could otherwise delay their arrival to lymph vessels.
Deterministic actin waves as generators of cell polarization cues
Laboratoire Biologie cellulaire systémique de la polarité et de la division - Luiza Stankevicins, Nicolas Ecker, Emmanuel Terriac, Paolo Maiuri, Rouven Schoppmeyer, Pablo Vargas, Ana-Maria Lennon-Duménil, Matthieu Piel, Bin Qu, Markus Hoth, Karsten Kruse, and Franziska Lautenschläger
PNAS - 117 (2) 826-835 - doi.org/10.1073/pnas.1907845117 - 2020
Migration of cells can be characterized by two prototypical types of motion: individual and collective migration. We propose a statistical inference approach designed to detect the presence of cell-cell interactions that give rise to collective behaviors in cell motility experiments. This inference method has been first successfully tested on synthetic motional data and then applied to two experiments. In the first experiment, cells migrate in a wound-healing model: When applied to this experiment, the inference method predicts the existence of cell-cell interactions, correctly mirroring the strong intercellular contacts that are present in the experiment. In the second experiment, dendritic cells migrate in a chemokine gradient. Our inference analysis does not provide evidence for interactions, indicating that cells migrate by sensing independently the chemokine source. According to this prediction, we speculate that mature dendritic cells disregard intercellular signals that could otherwise delay their arrival to lymph vessels.
Pressure sensing through Piezo channels controls whether cells migrate with blebs or pseudopods
Laboratoire Biologie cellulaire systémique de la polarité et de la division - Nishit Srivastava, David Traynor, Matthieu Piel, Alexandre J. Kabla, and Robert R. Kay
PNAS - 117 (5) 2506-2512 - doi.org/10.1073/pnas.1905730117 - 2020
Cells migrating within the body perform vital functions in development and for defense and repair of tissues. In this dense environment, cells encounter mechanical forces and constraints not experienced when moving under buffer, and, accordingly, many change how they move. We find that gentle squashing, which mimics mechanical resistance, causes cells to move using blebs—a form of projection driven by fluid pressure—rather than pseudopods. This behavior depends on the Piezo stretch-operated ion channel in the cell membrane and calcium fluxes into the cell. Piezo is highly conserved and is required for light touch sensation; this work extends its functions into migrating cells.
Predicting Confined 1D Cell Migration from Parameters Calibrated to a 2D Motor-Clutch Model
Laboratoire Biologie cellulaire systémique de la polarité et de la division - Prahl LS, Stanslaski MR, Vargas P, Piel M, Odde DJ
Biophys. J. - 118(7) 1709-1720 - DOI: 10.1016/j.bpj.2020.01.048 - 2020
Biological tissues contain micrometer-scale gaps and pores, including those found within extracellular matrix fiber networks, between tightly packed cells, and between blood vessels or nerve bundles and their associated basement membranes. These spaces restrict cell motion to a single-spatial dimension (1D), a feature that is not captured in traditional in vitro cell migration assays performed on flat, unconfined two-dimensional (2D) substrates. Mechanical confinement can variably influence cell migration behaviors, and it is presently unclear whether the mechanisms used for migration in 2D unconfined environments are relevant in 1D confined environments. Here, we assessed whether a cell migration simulator and associated parameters previously measured for cells on 2D unconfined compliant hydrogels could predict 1D confined cell migration in microfluidic channels. We manufactured microfluidic devices with narrow channels (60-μm2 rectangular cross-sectional area) and tracked human glioma cells that spontaneously migrated within channels. Cell velocities (vexp = 0.51 ± 0.02 μm min-1) were comparable to brain tumor expansion rates measured in the clinic. Using motor-clutch model parameters estimated from cells on unconfined 2D planar hydrogel substrates, simulations predicted similar migration velocities (vsim = 0.37 ± 0.04 μm min-1) and also predicted the effects of drugs targeting the motor-clutch system or cytoskeletal assembly. These results are consistent with glioma cells utilizing a motor-clutch system to migrate in confined environments.
Centrosome–nuclear axis repositioning drives the assembly of a bipolar spindle scaffold to ensure mitotic fidelity
Laboratoire Biologie cellulaire systémique de la polarité et de la division - Vanessa Nunes, Margarida Dantas, Domingos Castro, Elisa Vitiello,e Irène Wang,e Nicolas Carpi, Martial Balland, Matthieu Piel, Paulo Aguiar, Helder Maiato, and Jorge G. Ferreira
Mol Biol Cell - 31(16) 1675–1690 - doi: 10.1091/mbc.E20-01-0047 - 2020
During the initial stages of cell division, the cytoskeleton is extensively reorganized so that a bipolar mitotic spindle can be correctly assembled. This process occurs through the action of molecular motors, cytoskeletal networks, and the nucleus. How the combined activity of these different components is spatiotemporally regulated to ensure efficient spindle assembly remains unclear. To investigate how cell shape, cytoskeletal organization, and molecular motors cross-talk to regulate initial spindle assembly, we use a combination of micropatterning with high-resolution imaging and 3D cellular reconstruction. We show that during prophase, centrosomes and nucleus reorient so that centrosomes are positioned on the shortest nuclear axis at nuclear envelope (NE) breakdown. We also find that this orientation depends on a combination of centrosome movement controlled by Arp2/3-mediated regulation of microtubule dynamics and Dynein-generated forces on the NE that regulate nuclear reorientation. Finally, we observe this centrosome configuration favors the establishment of an initial bipolar spindle scaffold, facilitating chromosome capture and accurate segregation, without compromising division plane orientation.
Cellular locomotion using environmental topography
Laboratoire Biologie cellulaire systémique de la polarité et de la division - Anne Reversat, Florian Gaertner, Jack Merrin, Julian Stopp, Saren Tasciyan, Juan Aguilera, Ingrid de Vries, Robert Hauschild, Miroslav Hons, Matthieu Piel, Andrew Callan-Jones, Raphael Voituriez, Michael Sixt
Nature - 582(7813) 582-585 - doi: 10.1038/s41586-020-2283-z. - 2020
Eukaryotic cells migrate by coupling the intracellular force of the actin cytoskeleton to the environment. While force coupling is usually mediated by transmembrane adhesion receptors, especially those of the integrin family, amoeboid cells such as leukocytes can migrate extremely fast despite very low adhesive forces1. Here we show that leukocytes cannot only migrate under low adhesion but can also transmit forces in the complete absence of transmembrane force coupling. When confined within three-dimensional environments, they use the topographical features of the substrate to propel themselves. Here the retrograde flow of the actin cytoskeleton follows the texture of the substrate, creating retrograde shear forces that are sufficient to drive the cell body forwards. Notably, adhesion-dependent and adhesion-independent migration are not mutually exclusive, but rather are variants of the same principle of coupling retrograde actin flow to the environment and thus can potentially operate interchangeably and simultaneously. As adhesion-free migration is independent of the chemical composition of the environment, it renders cells completely autonomous in their locomotive behaviour.
Compromised nuclear envelope integrity drives tumor cell invasion
Laboratoire Biologie cellulaire systémique de la polarité et de la division - Guilherme P.F. Nader, Sonia Agüera-Gonzalez, Fiona Routet, Matthieu Gratia, Mathieu Maurin, Valeria Cancila, Clotilde Cadart, Matteo Gentili, Ayako Yamada, Catalina Lodillinsky, Emilie Lagoutte, Catherine Villard, Jean-Louis Viovy, Claudio Tripodo, Giorg
bioRxiv - 22 110122 - doi.org/10.1101/2020.05.22.110122 - 2020
Liquid Crystal Coacervates Composed of Short Double-Stranded DNA and Cationic Peptides
Laboratoire Biophysique et Evolution - Tommaso P. Fraccia and Tony Z. Jia
ACS Nano - 14, 11 15071–15082 - doi.org/10.1021/acsnano.0c05083 - 2020
Phase separation of nucleic acids and proteins is a ubiquitous phenomenon regulating subcellular compartment structure and function. While complex coacervation of flexible single-stranded nucleic acids is broadly investigated, coacervation of double-stranded DNA (dsDNA) is less studied because of its propensity to generate solid precipitates. Here, we reverse this perspective by showing that short dsDNA and poly-l-lysine coacervates can escape precipitation while displaying a surprisingly complex phase diagram, including the full set of liquid crystal (LC) mesophases observed to date in bulk dsDNA. Short dsDNA supramolecular aggregation and packing in the dense coacervate phase are the main parameters regulating the global LC-coacervate phase behavior. LC-coacervate structure was characterized upon variations in temperature and monovalent salt, DNA, and peptide concentrations, which allow continuous reversible transitions between all accessible phases. A deeper understanding of LC-coacervates can gain insights to decipher structures and phase transition mechanisms within biomolecular condensates, to design stimuli-responsive multiphase synthetic compartments with different degrees of order and to exploit self-assembly driven cooperative prebiotic evolution of nucleic acids and peptides.
Elasticity and Viscosity of DNA Liquid Crystals
Laboratoire Biophysique et Evolution - Liana Lucchetti, Tommaso P. Fraccia, Giovanni Nava, Taras TurivTaras Turiv Advanced Materials and Liquid Crystal Institute, Chemical Physics Interdisciplinary Program, Kent State University, Kent, Ohio 44242, United States More by Taras Turiv , Fabrizio
ACS Nano - 9, 7 1034–1039 - doi.org/10.1021/acsmacrolett.0c00394 - 2020
Concentrated solutions of blunt-ended DNA oligomer duplexes self-assemble in living polymers and order into lyotropic nematic liquid crystal phase. Using the optical torque provided by three distinct illumination geometries, we induce independent splay, twist, and bend deformations of the DNA nematic and measure the corresponding elastic coefficients K1, K2, and K3, and viscosities ηsplay, ηtwist, and ηbend. We find the viscoelasticity of the system to be remarkably soft, as the viscoelastic coefficients are smaller than in other lyotropic liquid crystals. We find K1 > K3 > K2, in agreement with the elasticity of the nematic phase of flexible polymers, and ηbend > ηsplay > ηtwist a behavior that is nonconventional in the context of chromonic, polymeric, and thermotropic liquid crystals, indicating a possible role of the weakness and reversibility of the DNA aggregates.
Liquid Crystal Peptide/DNA Coacervates in the Context of Prebiotic Molecular Evolution
Laboratoire Biophysique et Evolution - Tommaso P. Fraccia and Tony Z. Jia
CRYSTALS - 10(11) 964 - https://doi.org/10.3390/cryst10110964 - 2020
Liquid–liquid phase separation (LLPS) phenomena are ubiquitous in biological systems, as various cellular LLPS structures control important biological processes. Due to their ease of in vitro assembly into membraneless compartments and their presence within modern cells, LLPS systems have been postulated to be one potential form that the first cells on Earth took on. Recently, liquid crystal (LC)-coacervate droplets assembled from aqueous solutions of short double-stranded DNA (s-dsDNA) and poly-L-lysine (PLL) have been reported. Such LC-coacervates conjugate the advantages of an associative LLPS with the relevant long-range ordering and fluidity properties typical of LC, which reflect and propagate the physico-chemical properties of their molecular constituents. Here, we investigate the structure, assembly, and function of DNA LC-coacervates in the context of prebiotic molecular evolution and the emergence of functional protocells on early Earth. We observe through polarization microscopy that LC-coacervate systems can be dynamically assembled and disassembled based on prebiotically available environmental factors including temperature, salinity, and dehydration/rehydration cycles. Based on these observations, we discuss how LC-coacervates can in principle provide selective pressures effecting and sustaining chemical evolution within partially ordered compartments. Finally, we speculate about the potential for LC-coacervates to perform various biologically relevant properties, such as segregation and concentration of biomolecules, catalysis, and scaffolding, potentially providing additional structural complexity, such as linearization of nucleic acids and peptides within the LC ordered matrix, that could have promoted more efficient polymerization. While there are still a number of remaining open questions regarding coacervates, as protocell models, including how modern biologies acquired such membraneless organelles, further elucidation of the structure and function of different LLPS systems in the context of origins of life and prebiotic chemistry could provide new insights for understanding new pathways of molecular evolution possibly leading to the emergence of the first cells on Earth
Stable liquid foams from a new polyfluorinated surfactant
Laboratoire Biophysique et Evolution - Maria Russo, Zacharias Amara, Johan Fenneteau, Pauline Chaumont-Olive, Ilham Maimouni, Patrick Tabeling and Janine Cossy
Chem. Comm. - 56 5807-5810 - doi.org/10.1039/D0CC02182B - 2020
Liquid foams exhibiting long-term stability are a key-challenge in material design. Based on this perspective, new pyridinium polyfluorinated surfactants were synthesized from simple building blocks enabling unusually stable liquid foams. While the batch-generated foams were used for qualitative foaming evaluation, microfluidics allowed a quantitative insight into the aging effects of monodisperse foams.
Predicting Evolution Using Regulatory Architecture
Laboratoire Biophysique et Evolution - Philippe Nghe , Marjon G J de Vos , Enzo Kingma , Manjunatha Kogenaru , Frank J Poelwijk , Liedewij Laan , Sander J Tans
Annu Rev Biophys - 6(49) 181-197 - doi: 10.1146/annurev-biophys-070317-032939 - 2020
The limits of evolution have long fascinated biologists. However, the causes of evolutionary constraint have remained elusive due to a poor mechanistic understanding of studied phenotypes. Recently, a range of innovative approaches have leveraged mechanistic information on regulatory networks and cellular biology. These methods combine systems biology models with population and single-cell quantification and with new genetic tools, and they have been applied to a range of complex cellular functions and engineered networks. In this article, we review these developments, which are revealing the mechanistic causes of epistasis at different levels of biological organization-in molecular recognition, within a single regulatory network, and between different networks-providing first indications of predictable features of evolutionary constraint.

Thresholds in origin of life scenarios
Laboratoire Biophysique et Evolution - Jeancolas, C., Malaterre, C., & Nghe, P.
Iscience - 23(11) 101756 - doi.org/10.1038/s41587-020-0466-7 - 2020
Predicting Evolutionary Constraints by Identifying Conflicting Demands in Regulatory Networks
Laboratoire Biophysique et Evolution - M., Nghe, P., Poelwijk, F.J. and Tans, S.J.
Cell systems - 10(6) 526-534 - - 2020
Metabolic cost of rapid adaptation of single yeast cells
Laboratoire Biophysique et Evolution - Gabrielle Woronoff, Philippe Nghe, Jean Baudry, Laurent Boitard, Erez Bra
PNAS - 117 (20) 10660-10666 - doi.org/10.1073/pnas.1913767117 - 2020
We establish, using single-cell analysis of metabolism and division in a droplet microfluidic system, that yeast can adapt, resuming division, extremely rapidly to an unforeseen environmental challenge, and that adaptation is an active process, requiring the consumption of a characteristic amount energy. The adapted state is stable over at least several days, showing that this is a genuine adaptation process. The adaptation rate (10−3 cells per hour) is orders of magnitude higher than expected based on known mutation rates, suggesting an epigenetic origin, and the tight energetic coupling implies that there is active exploration of different states, and fixation of the solution(s) that allow adaptation.


Universal motifs and the diversity of autocatalytic systems
Laboratoire Biophysique et Evolution - Blokhuis, A., Lacoste, D., & Nghe, P
Proceedings of the National Academy of Sciences of the United States of America - 117(41) 25230-25236 - - 2020
The generality of transient compartmentalization and its associated error thresholds
Laboratoire Biophysique et Evolution - Alex Blokhuis, Philippe Nghe , Luca Peliti , David Lacoste
J Theor Biol . - 487 110110 - doi: 10.1016/j.jtbi.2019.110110 - 2020
Can prelife proceed without cell division? A recently proposed mechanism suggests that transient compartmentalization could have preceded cell division in prebiotic scenarios. Here, we study transient compartmentalization dynamics in the presence of mutations and noise in replication, as both can be detrimental the survival of compartments. Our study comprises situations where compartments contain uncoupled autocatalytic reactions feeding on a common resource, and systems based on RNA molecules copied by replicases, following a recent experimental study. Using the theory of branching processes, we show analytically that two regimes are possible. In the diffusion-limited regime, replication is asynchronous which leads to a large variability in the composition of compartments. In contrast, in a replication-limited regime, the growth is synchronous and thus the compositional variability is low. Typically, simple autocatalysts are in the former regime, while polymeric replicators can access the latter. For deterministic growth dynamics, we introduce mutations that turn functional replicators into parasites. We derive the phase boundary separating coexistence or parasite dominance as a function of relative growth, inoculation size and mutation rate. We show that transient compartmentalization allows coexistence beyond the classical error threshold, above which the parasite dominates. Our findings invite to revisit major prebiotic transitions, notably the transitions towards cooperation, complex polymers and cell division.
Flux, toxicity and protein expression costs shape genetic interaction in a metabolic pathways
Laboratoire Biophysique et Evolution - Gabrielle Woronoff, Philippe Nghe, Jean Baudry, Laurent Boitard, Erez Bra
Science Advances - 6 23 - DOI: 10.1126/sciadv.abb2236 - 2020
Our ability to predict the impact of mutations on traits relevant for disease and evolution remains severely limited by the dependence of their effects on the genetic background and environment. Even when molecular interactions between genes are known, it is unclear how these translate to organism-level interactions between alleles. We therefore characterized the interplay of genetic and environmental dependencies in determining fitness by quantifying ~4000 fitness interactions between expression variants of two metabolic genes, starting from various environmentally modulated expression levels. We detect a remarkable variety of interactions dependent on initial expression levels and demonstrate that they can be quantitatively explained by a mechanistic model accounting for catabolic flux, metabolite toxicity, and expression costs. Complex fitness interactions between mutations can therefore be predicted simply from their simultaneous impact on a few connected molecular phenotypes.



Meta population structure and the evolutionary transition to multicellularity
Laboratoire Biophysique et Evolution - Caroline J. Rose Katrin Hammerschmidt Yuriy Pichugin Paul B. Rainey
First published - 23(9) 1380-1390 - doi.org/10.1111/ele.13570 - 2020
The evolutionary transition to multicellularity has occurred on numerous occasions, but transitions to complex life forms are rare. Here, using experimental bacterial populations as proxies for nascent multicellular organisms, we manipulate ecological factors shaping the evolution of groups. Groups were propagated under regimes requiring reproduction via a life cycle replete with developmental and dispersal (propagule) phases, but in one treatment lineages never mixed, whereas in a second treatment, cells from different lineages experienced intense competition during the dispersal phase. The latter treatment favoured traits promoting cell growth at the expense of traits underlying group fitness – a finding that is supported by results from a mathematical model. Our results show that the transition to multicellularity benefits from ecological conditions that maintain discreteness not just of the group (soma) phase, but also of the dispersal (germline) phase.

Genotypic and phenotypic analyses reveal distinct population structures and ecotypes for sugar beet‐associated Pseudomonas in Oxford and Auckland
Laboratoire Biophysique et Evolution - Xue‐Xian Zhang,corresponding author, Stephen R. Ritchie, Hao Chang, Dawn L. Arnold, Robert W. Jackson, and Paul B. Rainey
Ecol Evol - 10(12) 5963–5975 - doi: 10.1002/ece3.6334 - 2020
Fluorescent pseudomonads represent one of the largest groups of bacteria inhabiting the surfaces of plants, but their genetic composition in planta is poorly understood. Here, we examined the population structure and diversity of fluorescent pseudomonads isolated from sugar beet grown at two geographic locations (Oxford, United Kingdom and Auckland, New Zealand). To seek evidence for niche adaptation, bacteria were sampled from three types of leaves (immature, mature, and senescent) and then characterized using a combination of genotypic and phenotypic analysis. We first performed multilocus sequence analysis (MLSA) of three housekeeping genes (gapA, gltA, and acnB) in a total of 152 isolates (96 from Oxford, 56 from Auckland). The concatenated sequences were grouped into 81 sequence types and 22 distinct operational taxonomic units (OTUs). Significant levels of recombination were detected, particularly for the Oxford isolates (rate of recombination to mutation (r/m) = 5.23 for the whole population). Subsequent ancestral analysis performed in STRUCTURE found evidence of six ancestral populations, and their distributions significantly differed between Oxford and Auckland. Next, their ability to grow on 95 carbon sources was assessed using the Biolog™ GN2 microtiter plates. A distance matrix was generated from the raw growth data (A 660) and subjected to multidimensional scaling (MDS) analysis. There was a significant correlation between substrate utilization profiles and MLSA genotypes. Both phenotypic and genotypic analyses indicated presence of a geographic structure for strains from Oxford and Auckland. Significant differences were also detected for MLSA genotypes between strains isolated from immature versus mature/senescent leaves. The fluorescent pseudomonads thus showed an ecotypic population structure, suggestive of adaptation to both geographic conditions and local plant niches.



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579 publications.