Biology subjects

Burroughs, N. J.

Publications and source records attributed to Burroughs, N. J..

10 recordsLinked to original sources

bioRxiv2025

Single kinetochores execute an ordered series of molecular events as the Spindle Assembly Checkpoint is silenced

The Spindle Assembly Checkpoint (SAC) delays anaphase onset until all kinetochores are stably attached to microtubules, thus promoting error-free chromosome segregation. Multiple molecular events are implicated in SAC silencing, including removal of phospho-marks, protein (un)binding, and structural reorganisation of the kinetochore - but we currently lack a quantitative map of how these events unfold through time. Here, we use the levels of the checkpoint protein MAD2 to create a pseudo-timeline of SAC silencing at single kinetochores. We demonstrate how silencing proceeds through an ordered series of molecular events where MAD2-Spindly unbinds first and then the KNL1 catalytic platform disassembles, with a pool of active MPS1 retained. Coincidently, the NDC80 ensemble reconfigures in response to high microtubule occupancy. Kinetochores next switch into a mature attachment state that then undergoes gradual further stabilisation through NDC80 tail dephosphorylation. By preventing biorientation, we also define otherwise hidden kinetochore states involved in error correction cycles. This includes a "poised" state which we propose allows for error correction and rapid reactivation of the SAC. These results provide a critical temporal framework for understanding the mechanisms of SAC silencing and error correction at single human kinetochores.

cell biology↗

bioRxiv2025

Bayesian data driven modelling of kinetochore dynamics: space-time organisation of the human metaphase plate

Mitosis is a complex self-organising process that achieves high fidelity separation of duplicated chromosomes into two daughter cells through capture and alignment of chromosomes to the spindle mid-plane. Chromosome movements are driven by kinetochores, multi-protein machines that attach chromosomes to microtubules (MTs), both controlling and generating directional forces. Using lattice light sheet microscopy imaging and automated near-complete tracking of kinetochores at fine spatio-temporal resolution, we produce a detailed atlas of kinetochore metaphase-anaphase dynamics in untransformed human cells (RPE1). We determined the support from this dataset for 17 models of metaphase dynamics using Bayesian inference, demonstrating (1) substantial sister asymmetry that transversely organises the metaphase plate (MPP), (2) substantial spatial organisation of KT dynamic properties within the MPP, and (3) mechanical parameter time dependence, K-fiber forces tuning over the last 5 mins of metaphase towards a set point referred to as the anaphase ready state. These spatio-temporal trends are robust to spindle assembly pathways that are error-prone, suggesting the underpinning processes of kinetochore heterogeneity are intrinsic to mitosis and possibly by design.

systems biology↗

bioRxiv2024

CelFDrive: Artificial Intelligence assisted microscopy for automated detection of rare events

11.1 SummaryCelFDrive automates high-resolution 3D imaging cells of interest across a variety of fluorescence microscopes, integrating deep learning cell classification from auxiliary low resolution widefield images. CelFDrive enables efficient detection of rare events in large cell populations, such as the onset of cell division, and subsequent rapid switching to 3D imaging modes, increasing the speed for finding cells of interest by an order of magnitude. 1.2 Availability and ImplementationCelFDrive is available freely for academic purposes at the CelFDrive GitHub repository. and can be installed on Windows, macOS or Linux-based machines with relevant conda environments [1]. To interact with microscopy hardware requires additional software; we use SlideBook software from Intelligent Imaging Innovations (3i), but CelFDrive can be deployed with any microscope control software that can interact with a Python environment. Graphical Processing Units (GPUs) are recommended to increase the speed of application but are not required. On 3i systems the software can be deployed with a range of microscopes including their Lattice LightSheet microscope (LLSM) and spinning disk confocal (SDC). 1.3 Contacts.brooks.2@warwick.ac.uk

bioengineering↗

bioRxiv2021

Bayesian inference of multi-point macromolecular architecture mixtures at nanometre resolution

AO_SCPLOWBSTRACTC_SCPLOWGaussian spot fitting methods have significantly extended the spatial range where fluorescent microscopy can be used, with recent techniques approaching nanometre (nm) resolutions. However, small inter-fluorophore distances are systematically over-estimated for typical molecular scales ([lsim] 50nm). This bias can be corrected computationally, but current algorithms are limited to correcting distances between pairs of fluorophores. Here we present a flexible Bayesian computational approach that infers the distances and angles between multiple markers and has several advantages over these previous methods. Specifically it improves confidence intervals for small lengths, estimates measurement errors of each fluorescent marker individually and infers the correlations between polygon lengths. The latter is essential for determining the full multi-fluorophore 3D architecture. We further developed the algorithm to infer the mixture composition of a heterogeneous population of multiple polygon states. We use our algorithm to analyse the 3D architecture of the human kinetochore, a macro-molecular complex that is essential for high fidelity cell division. We examine the conformational change induced by microtubule attachment using triple fluorophore marked data and demonstrate for the first time that in metaphase kinetochore conformation is heterogeneous.

molecular biology↗

bioRxiv2021

Microtubule-based mitotic spindles contain a micron-sized mixed-nucleotide zone

Current models infer that the microtubule-based mitotic spindle is built from GDP-tubulin with small GTP caps at microtubule plus-ends, including those that attach to kinetochores (K-fibres). Here we reveal that K-fibres additionally contain a dynamic mixed-nucleotide zone that reaches several microns in length. This zone becomes visible in cells expressing fluorescently labelled EBs, a known marker for GTP-tubulin, and endogenously-labelled HURP - a protein which we show to preferentially bind the GDP microtubule lattice in vitro. In living cells HURP accumulates on the ends of depolymerising K-fibres, whilst avoiding recruitment to nascent polymerising K-fibres. This gives rise to a growing "HURP-gap" which we can recapitulate in a minimal computational simulation. We therefore postulate that the K-fibre lattice contains a dynamic, micron-sized mixed-nucleotide zone. One Sentence SummaryWe reveal that the microtubules of the mitotic spindle contain a third, uncharacterized domain, a mixed nucleotide zone that resides between the GTP-cap and the GDP-tubulin lattice.

cell biology↗

bioRxiv2021

Kinetochore life histories reveal the origins of chromosome mis-segregation and correction mechanisms

Chromosome mis-segregation during mitosis leads to daughter cells with deviant karyotypes (aneuploidy) and an increased mutational burden through chromothripsis of mis-segregated chromosomes. The rate of mis-segregation and the aneuploidy state are hallmarks of cancer and linked to cancer genome evolution. Errors can manifest as "lagging chromosomes" in anaphase, although the mechanistic origins and likelihood of correction are incompletely understood. Here we combine lattice light sheet microscopy, endogenous protein labelling and computational analysis to define the life history of > 104 kinetochores throughout metaphase and anaphase from over 200 cells. By defining the "laziness" of kinetochores in anaphase, we reveal that chromosomes are at a considerable and continual risk of mis-segregation. We show that the majority of kinetochores are corrected rapidly in early anaphase through an Aurora B dependent process. Moreover, quantitative analyses of the kinetochore life histories reveal a unique dynamic signature of metaphase kinetochore oscillations that forecasts their fate in the subsequent anaphase. We propose that in diploid human cells chromosome segregation is fundamentally error prone, with a new layer of early anaphase error correction required for stable karyotype propagation.

cell biology↗

bioRxiv2019

Ensemble-level organization of human kinetochores and evidence for distinct tension and attachment sensors

Kinetochores are multi-protein machines that form dynamic attachments to microtubules and generate the forces for chromosome segregation. High-fidelity is ensured because kinetochores can monitor attachment status and tension, using this information to activate checkpoints and error correction mechanisms. To explore how kinetochores achieve this we used two and three colour subpixel fluorescence localisation to define how six protein subunits from the major kinetochore complexes CCAN, MIS12, NDC80, KNL1, RZZ and the checkpoint proteins Bub1 and Mad2 are organised in the human kinetochore. This reveals how the kinetochore outer plate is a liquid crystal-like system with high nematic order and largely invariant to loss of attachment or tension except for two mechanical sensors. Firstly, Knl1 unravelling relays tension and secondly NDC80 jack-knifes under microtubule detachment, with only the latter wired up to the checkpoint signalling system. This provides insight into how kinetochores integrate mechanical signals to promote error-free chromosome segregation.

cell biology↗

bioRxiv2019

The dynamics of centromere motion through the metaphase-to-anaphase transition reveal a centromere separation order

During cell division, chromosomes align at the equator of the cell before sister chromatids separate to move to each daughter cell during anaphase. We use high-speed imaging, Bayesian modelling and quantitative analysis to examine the regulation of centromere dynamics through the metaphase-to-anaphase transition. We find that, contrary to the apparent instantaneous separation seen in low-frequency imaging, centromeres separate asynchronously over 1-2 minutes. The timing of separations negatively correlates with the centromere intersister distance during metaphase, which could potentially be explained by variable amounts of cohesion at centromeres. Depletion of condensin I increases this asynchrony. Depletion of condensin II, on the other hand, abolishes centromere metaphase oscillations and impairs centromere speed in anaphase. These results suggest that condensin complexes have broader direct roles in mitotic chromosome dynamics than previously believed and may be crucial for the regulation of chromosome segregation.

cell biology↗

bioRxiv2018

Spatial photosynthesis modelling sets guidelines to constructing a viable single-cell cytoplasm-to-stroma C4 cycle

It has been proposed that introducing C4 photosynthesis into C3 crops would increase yield. The simplest scheme in- volves concentrating carbon originating from the cytosol in the chloroplast stroma of mesophyll cells without altering leaf or cell anatomy. Photosynthetic efficiency would then strongly depend on the chloroplast envelope permeability to CO2. We examine the performance of this C4 cycle with a spatial model of carbon assimilation in C3 mesophyll cell geometry, conducting a thorough exploration of parameter space relevant to C4 photosynthesis. For envelope perme- abilities below 300 {micro}m/s C4 photosynthesis has a higher quantum efficiency than C3. However, even when envelope permeability is above this threshold, the C4 pathway can provide a substantial boost to carbon assimilation with only a moderate decrease in efficiency. Depending on the available light-harvesting capacity of plastids, C4 photosynthesis could boost carbon assimilation anywhere from 20% to 100%. Gains are even more prominent under CO2 deprivation, and can be achieved in conjunction with lower investment in plastids if chloroplast surface coverage is also altered. A C4 pathway operating within individual mesophyll cells of C3 plants could hence lead to higher growth rates and better drought resistance in dry, high-sunlight climates.

plant biology↗

bioRxiv2017

Structural-mechanical remodelling of GDP-microtubules by kinesin

Kinesin-1 is a nanoscale molecular motor that walks towards the fast growing (plus) ends of microtubules (MTs), hauling molecular cargo to specific reaction sites in cells. Kinesin-driven transport is central to the self-organisation of eukaryotic cells and shows great promise as a tool for nano-engineering1,2. Recent work hints that kinesin may also play a role in modulating the stability of its MT track, both in vitro3-5 and in vivo6, but results are conflicting7-9 and mechanisms are unclear. Here we report a new dimension to the kinesin-MT interaction, whereby strong-state (ATP-bound and apo) kinesin-1 motor domains inhibit the shrinkage of GDP-MTs by up to 2 orders of magnitude and expand their lattice spacing by ~1.6%. Our data reveal an unexpected new mechanism by which the mechanochemical cycles of kinesin and tubulin interlock, allowing motile kinesins to influence the structure, stability and mechanics of their MT track.

biophysics↗