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Three-dimensional localization and tracking of chromosomal loci throughout the Escherichia coli cell cycle
Uppsala University, Disciplinary Domain of Science and Technology, Biology, Department of Cell and Molecular Biology, Molecular Systems Biology. Uppsala University, Science for Life Laboratory, SciLifeLab.ORCID iD: 0000-0002-5925-8669
Uppsala University, Science for Life Laboratory, SciLifeLab. Uppsala University, Disciplinary Domain of Science and Technology, Biology, Department of Cell and Molecular Biology, Molecular Systems Biology.
Uppsala University, Disciplinary Domain of Science and Technology, Biology, Department of Cell and Molecular Biology, Molecular Systems Biology. Uppsala University, Science for Life Laboratory, SciLifeLab.ORCID iD: 0000-0003-2846-9225
Uppsala University, Science for Life Laboratory, SciLifeLab. Uppsala University, Disciplinary Domain of Science and Technology, Biology, Department of Cell and Molecular Biology, Molecular Systems Biology.ORCID iD: 0000-0002-7802-8869
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2024 (English)In: Communications Biology, E-ISSN 2399-3642, Vol. 7, no 1, article id 1443Article in journal (Refereed) Published
Abstract [en]

The intracellular position of genes may impact their expression, but it has not been possible to accurately measure the 3D position of chromosomal loci. In 2D, loci can be tracked using arrays of DNA-binding sites for transcription factors (TFs) fused with fluorescent proteins. However, the same 2D data can result from different 3D trajectories. Here, we have developed a deep learning method for super-resolved astigmatism-based 3D localization of chromosomal loci in live E. coli cells which enables a precision better than 61 nm at a signal-to-background ratio of ~4 on a heterogeneous cell background. Determining the spatial localization of chromosomal loci, we find that some loci are at the periphery of the nucleoid for large parts of the cell cycle. Analyses of individual trajectories reveal that these loci are subdiffusive both longitudinally (x) and radially (r), but that individual loci explore the full radial width on a minute time scale.

Place, publisher, year, edition, pages
Springer Nature, 2024. Vol. 7, no 1, article id 1443
National Category
Biophysics Cell Biology
Identifiers
URN: urn:nbn:se:uu:diva-540766DOI: 10.1038/s42003-024-07155-9ISI: 001348462900006PubMedID: 39501081Scopus ID: 2-s2.0-85208602943OAI: oai:DiVA.org:uu-540766DiVA, id: diva2:1907188
Funder
Swedish Foundation for Strategic Research, ARC19-0016EU, European Research Council, BIGGER:885360Knut and Alice Wallenberg Foundation, 2016.0077Knut and Alice Wallenberg Foundation, 2017.0291Knut and Alice Wallenberg Foundation, 2019.0439eSSENCE - An eScience CollaborationSwedish Research Council, 2018-05973Available from: 2024-10-21 Created: 2024-10-21 Last updated: 2025-02-20Bibliographically approved
In thesis
1. The Dynamic Structure of the Escherichia coli Chromosome
Open this publication in new window or tab >>The Dynamic Structure of the Escherichia coli Chromosome
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

The Escherichia coli chromosome is a dynamic molecule, exhibiting choreographed reorganizations across spatial scales. The chromosome is involved in a number of essential processes, such as DNA replication and chromosome segregation. These processes ensure that there are at least two copies of the genetic material at cell division, one for each daughter cell to inherit. However, maintaining a cycle-dependent chromosome organization is no small feat. To understand how the chromosome organization is regulated over the cell cycle and to understand the functional importance of the chromosome structure, we investigated the dynamics and intracellular positioning of various chromosomal loci in live E. coli using fluorescence microscopy. 

Our efforts to understand when and where in the cell chromosomal loci are replicated were based on fluorescently labeling a chromosomal locus and a subunit of the replisome in the same cell. With this labeling strategy, we followed the intracellular positioning of the replisome and various loci relative to each other, as well as their short-time-scale movements. We found that as loci were replicated their short-time-scale movements slowed down momentarily. Mapping the short-time-scale movements over different intracellular positions showed a clear repositioning of several loci towards the replisome to be replicated, which led us to conclude that the chromosome moves to the replisome during DNA replication. 

To investigate the three-dimensional positioning of chromosomal loci, we performed time-lapse imaging of E. coli strains with fluorescently labeled loci using a microscope with an astigmatic fluorescence emission path. To determine the 3D coordinates of the emitters, we developed a neural network-based algorithm trained on simulated images of E. coli cells with fluorescent foci. Applying this neural network to different loci showed distinct 3D localization patterns over the cell cycle. 

To study the 3D chromosome organization, we imaged a collection of 83 E. coli strains, each with a different locus label. Using in situ genotyping of barcode sequences to determine each strain’s identity, we mapped 3D localization phenotypes to multiple chromosomal loci in a single experiment. We captured known longitudinal chromosome reorganization, as well as radial localization patterns that had not been observed previously. Finally, we used the experimental location distributions to inform a polymer model of the chromosome, which showed how Mbp-sized domains form dynamically over the cell cycle. Using this approach to study the 3D chromosome organization in live E. coli, we hope to gain further insights into the regulation and functional importance of the chromosome structure.

Place, publisher, year, edition, pages
Uppsala: Acta Universitatis Upsaliensis, 2024. p. 74
Series
Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology, ISSN 1651-6214 ; 2466
Keywords
Chromosome organization, Escherichia coli, cell cycle, 3D localization, fluorescence microscopy, DNA replication
National Category
Biophysics Cell Biology
Identifiers
urn:nbn:se:uu:diva-540764 (URN)978-91-513-2286-5 (ISBN)
Public defence
2024-12-06, B42, Biomedical Centre (BMC), Husargatan 3, Uppsala, 09:15 (English)
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Available from: 2024-11-14 Created: 2024-10-21 Last updated: 2025-02-20

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Karempudi, PraneethGras, KonradAmselem, EliasZikrin, SpartakSchirman, DvirElf, Johan

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