The point spread function (PSF) of single molecule emitters can be engineered in the Fourier plane to encode three-dimensional localization information, creating double-helix, saddle-point or tetra-pod PSFs. Here, we describe and assess adaptations of the phasor-based single-molecule localization microscopy (pSMLM) algorithm to localize single molecules using these PSFs with sub-pixel accuracy. For double-helix, pSMLM identifies the two individual lobes and uses their relative rotation for obtaining z-resolved localizations, while for saddle-point or tetra-pod, a novel phasor-based deconvolution approach is used. The pSMLM software package delivers similar precision and recall rates to the best-in-class software package (SMAP) at signal-to-noise ratios typical for organic fluorophores. pSMLM substantially improves the localization rate by a factor of 2 – 4x on a standard CPU, with 1-1.5·104 (double-helix) or 2.5·105 (saddle-point/tetra-pod) localizations/second.
With Mariska, the third PhD student in our NWO funded LocalBioFood project on super-resolution based localisation of biomolecules at food-related interfaces has started. Mariska started her PhD thesis in the Voets lab in Eindhoven and will relocate to our lab in early 2022.
Dani started his BSc thesis in the lab during Covid-19 times. He will look into improving our computational workflow for single-particle tracking in live cells.
Ezra just started his BSc thesis in a new project together with the Laboratory of Microbiology (Wen Wu & Dr. Raymond Staals). He will work on visualising CRISPR-Cas interactions in live bacteria using sptPALM.
CRISPR-Cas systems encode RNA-guided surveil-lance complexes to find and cleave invading DNA elements. While it is thought that invaders are neutralized minutes after cell entry, the mechanism andkinetics of target search and its impact on CRISPRprotection levels have remained unknown. Here, wevisualize individual Cascade complexes in a native type I CRISPR-Cas system. We uncover an exponential relation between Cascade copy number and CRISPR interference levels, pointing to a time-driven arms race between invader replication and target search, in which 20 Cascade complexes provide 50% protection. Driven by PAM-interacting subunitCas8e, Cascade spends half its search time rapidly probing DNA (30 ms) in the nucleoid. We further demonstrate that target DNA transcription and CRISPR arrays affect the integrity of Cascade and affect CRISPR interference. Our work establishes the mechanism of cellular DNA surveillance by Cascade that allows the timely detection of invading DNA in a crowded, DNA-packed environment.
Fantastic news: Our miCube microscopy platform and the recent publication “Visualisation of dCas9 target search in vivo using an open-microscopy framework” [link] was featured in Nature Methods [link]. Thank you Dr. Strack!
47, 10788, 2019, [link]
, Nucleic Acid Research,
DNA-binding proteins utilise different recognition mechanisms to locate their DNA targets; some proteins recognise specific DNA sequences, while others interact with specific DNA structures. While sequence-specific DNA binding has been studied extensively, structure-specific recognition mechanisms remain unclear. Here, we study structure-specific DNA recognition by examining the structure and dynamics of DNA polymerase I Klenow Fragment (Pol) substrates both alone and in DNA–Pol complexes. Using a docking approach based on a network of 73 distances collected using single-molecule FRET, we determined a novel solution structure of the single-nucleotide-gapped DNA–Pol binary complex. The structure resembled existing crystal structures with regards to the downstream primer-template DNA substrate, and revealed a previously unobserved sharp bend (∼120°) in the DNA substrate; this pronounced bend was present in living cells. MD simulations and single-molecule assays also revealed that 4–5 nt of downstream gap-proximal DNA are unwound in the binary complex. Further, experiments and coarse-grained modelling showed the substrate alone frequently adopts bent conformations with 1–2 nt fraying around the gap, suggesting a mechanism wherein Pol recognises a pre-bent, partially-melted conformation of gapped DNA. We propose a general mechanism for substrate recognition by structure-specific enzymes driven by protein sensing of the conformational dynamics of their DNA substrates.
Šarūnė recently started her Erasmus+ internship in the group. She will characterise a variety of fluidic devices that we got our hands on including devices for high throughput smFRET screening, trapping of bacteria and establishing DNA curtains. Elmar started his MSc thesis and will utilise new DNA constructs for smFRET based studies of ARF transcription factor binding.
K.J.A. Martens, S. van Beljouw, S. van der Els, J.N.A. Vink, S. Baas, G.A. Vogelaar, S.J.J. Brouns, P. van Baarlen, M. Kleerebezem, J. Hohlbein, Nature Communications, 10, 3552, 2019, [link]
CRISPR-Cas9 is widely used in genomic editing, but the kinetics of target search and its relation to the cellular concentration of Cas9 have remained elusive. Effective target search requires constant screening of the protospacer adjacent motif (PAM) and a 30 ms upper limit for screening was recently found. To further quantify the rapid switching between DNA-bound and freely-diffusing states of dCas9, we developed an open-microscopy framework, the miCube, and introduce Monte-Carlo diffusion distribution analysis (MC-DDA). Our analysis reveals that dCas9 is screening PAMs 40% of the time in Gram-positive Lactoccous lactis, averaging 17 ± 4 ms per binding event. Using heterogeneous dCas9 expression, we determine the number of cellular target-containing plasmids and derive the copy number dependent Cas9 cleavage. Furthermore, we show that dCas9 is not irreversibly bound to target sites but can still interfere with plasmid replication. Taken together, our quantitative data facilitates further optimization of the CRISPR-Cas toolbox.
L. lactis PAINTed with Nile-Red. Work by Ben Tumulero and others. ImageJ/FIJI plugin by Andrey Aristov (Pasteur) based on scripts by Eugene Katrukha (Utrecht).
Great to see so many people joining the group. Abbas started his PhD thesis on super-resolution based localisation of biomolecules at food-related interfaces. Ben (BSc thesis, BIP) started illuminating bacteria using the PAINT technique. Vincent (MSc thesis, BIP) supports Koen in his quest to monitor particle diffusion in meat replacers. Last but not least, Sven (BSc thesis with BIC & BIP) will study the influence of control elements to the transcription factor binding.
Some PAINT data by Ben