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2.
Front Cell Dev Biol ; 10: 1036602, 2022.
Article in English | MEDLINE | ID: mdl-36438561

ABSTRACT

Years of important research has revealed that cells heavily invest in regulating their size. Nevertheless, it has remained unclear why accurate size control is so important. Our recent study using hematopoietic stem cells (HSCs) in vivo indicates that cellular enlargement is causally associated with aging. Here, we present an overview of these findings and their implications. Furthermore, we performed a broad literature analysis to evaluate the potential of cellular enlargement as a new aging hallmark and to examine its connection to previously described aging hallmarks. Finally, we highlight interesting work presenting a correlation between cell size and age-related diseases. Taken together, we found mounting evidence linking cellular enlargement to aging and age-related diseases. Therefore, we encourage researchers from seemingly unrelated areas to take a fresh look at their data from the perspective of cell size.

3.
BMC Biol ; 20(1): 174, 2022 08 05.
Article in English | MEDLINE | ID: mdl-35932043

ABSTRACT

BACKGROUND: High-throughput live-cell imaging is a powerful tool to study dynamic cellular processes in single cells but creates a bottleneck at the stage of data analysis, due to the large amount of data generated and limitations of analytical pipelines. Recent progress on deep learning dramatically improved cell segmentation and tracking. Nevertheless, manual data validation and correction is typically still required and tools spanning the complete range of image analysis are still needed. RESULTS: We present Cell-ACDC, an open-source user-friendly GUI-based framework written in Python, for segmentation, tracking and cell cycle annotations. We included state-of-the-art deep learning models for single-cell segmentation of mammalian and yeast cells alongside cell tracking methods and an intuitive, semi-automated workflow for cell cycle annotation of single cells. Using Cell-ACDC, we found that mTOR activity in hematopoietic stem cells is largely independent of cell volume. By contrast, smaller cells exhibit higher p38 activity, consistent with a role of p38 in regulation of cell size. Additionally, we show that, in S. cerevisiae, histone Htb1 concentrations decrease with replicative age. CONCLUSIONS: Cell-ACDC provides a framework for the application of state-of-the-art deep learning models to the analysis of live cell imaging data without programming knowledge. Furthermore, it allows for visualization and correction of segmentation and tracking errors as well as annotation of cell cycle stages. We embedded several smart algorithms that make the correction and annotation process fast and intuitive. Finally, the open-source and modularized nature of Cell-ACDC will enable simple and fast integration of new deep learning-based and traditional methods for cell segmentation, tracking, and downstream image analysis. Source code: https://github.com/SchmollerLab/Cell_ACDC.


Subject(s)
Image Processing, Computer-Assisted , Saccharomyces cerevisiae , Cell Cycle , Cell Tracking/methods , Image Processing, Computer-Assisted/methods , Software
4.
Sci Adv ; 7(46): eabk0271, 2021 Nov 12.
Article in English | MEDLINE | ID: mdl-34767451

ABSTRACT

Stem cells are remarkably small. Whether small size is important for stem cell function is unknown. We find that hematopoietic stem cells (HSCs) enlarge under conditions known to decrease stem cell function. This decreased fitness of large HSCs is due to reduced proliferation and was accompanied by altered metabolism. Preventing HSC enlargement or reducing large HSCs in size averts the loss of stem cell potential under conditions causing stem cell exhaustion. Last, we show that murine and human HSCs enlarge during aging. Preventing this age-dependent enlargement improves HSC function. We conclude that small cell size is important for stem cell function in vivo and propose that stem cell enlargement contributes to their functional decline during aging.

5.
Cell ; 176(5): 1083-1097.e18, 2019 02 21.
Article in English | MEDLINE | ID: mdl-30739799

ABSTRACT

Cell size varies greatly between cell types, yet within a specific cell type and growth condition, cell size is narrowly distributed. Why maintenance of a cell-type specific cell size is important remains poorly understood. Here we show that growing budding yeast and primary mammalian cells beyond a certain size impairs gene induction, cell-cycle progression, and cell signaling. These defects are due to the inability of large cells to scale nucleic acid and protein biosynthesis in accordance with cell volume increase, which effectively leads to cytoplasm dilution. We further show that loss of scaling beyond a certain critical size is due to DNA becoming limiting. Based on the observation that senescent cells are large and exhibit many of the phenotypes of large cells, we propose that the range of DNA:cytoplasm ratio that supports optimal cell function is limited and that ratios outside these bounds contribute to aging.


Subject(s)
Cell Enlargement , Cellular Senescence/physiology , Cytoplasm/metabolism , Candida albicans/genetics , Candida albicans/growth & development , Cell Cycle , Cell Proliferation , Cell Size , Cellular Senescence/genetics , Fibroblasts/metabolism , HEK293 Cells , Humans , Primary Cell Culture , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/growth & development , Saccharomycetales/genetics , Saccharomycetales/growth & development , Saccharomycetales/metabolism , Signal Transduction
6.
Bioessays ; 40(8): e1800038, 2018 08.
Article in English | MEDLINE | ID: mdl-29975812

ABSTRACT

Asymmetric cell division generates cell diversity and contributes to cellular aging and rejuvenation. Here, we review the molecular mechanisms enabling budding yeast to recognize spindle pole bodies (SPB, centrosome equivalent) based on their age, and guide their non-random mitotic segregation: SPB inheritance requires the distinction of old from new SPBs and is regulated by the SPB-inheritance network (SPIN) and the mitotic exit network (MEN). The SPIN marks the pre-existing SPB as old and the MEN recognizes these marks translating them into spindle orientation. We next revisit other molecules and structures that partition depending on their age rather than their abundance at mitosis as, for example, DNA, centrosomes, mitochondria, and histones in yeast and other systems. The recurrence of this differential behavior suggests a functional significance for numerous cell types, which we then discuss. We conclude that non-random segregation may facilitate asymmetric cell fate determination and thereby indirectly aging and rejuvenation. Also see the video abstract here: https://youtu.be/1sQ4rAomnWY.


Subject(s)
Asymmetric Cell Division , Saccharomycetales/cytology , Spindle Pole Bodies/physiology , Animals , Centrosome/metabolism , Histones/genetics , Histones/metabolism , Mitochondria/metabolism , Mitosis
7.
Mol Biol Cell ; 29(1): 10-28, 2018 01 01.
Article in English | MEDLINE | ID: mdl-29142076

ABSTRACT

In many asymmetrically dividing cells, the microtubule-organizing centers (MTOCs; mammalian centrosome and yeast spindle pole body [SPB]) nucleate more astral microtubules on one of the two spindle poles than the other. This differential activity generally correlates with the age of MTOCs and contributes to orienting the mitotic spindle within the cell. The asymmetry might result from the two MTOCs being in distinctive maturation states. We investigated this model in budding yeast. Using fluorophores with different maturation kinetics to label the outer plaque components of the SPB, we found that the Cnm67 protein is mobile, whereas Spc72 is not. However, these two proteins were rapidly as abundant on both SPBs, indicating that SPBs mature more rapidly than anticipated. Superresolution microscopy confirmed this finding for Spc72 and for the γ-tubulin complex. Moreover, astral microtubule number and length correlated with the subcellular localization of SPBs rather than their age. Kar9-dependent orientation of the spindle drove the differential activity of the SPBs in astral microtubule organization rather than intrinsic differences between the spindle poles. Together, our data establish that Kar9 and spatial cues, rather than the kinetics of SPB maturation, control the asymmetry of astral microtubule organization between the preexisting and new SPBs.


Subject(s)
Microtubules/metabolism , Saccharomyces cerevisiae/metabolism , Spindle Poles/metabolism , Kinetics , Metaphase , Mitosis , Models, Biological , Multiprotein Complexes/metabolism , Saccharomyces cerevisiae/cytology , Saccharomyces cerevisiae Proteins/metabolism
8.
Nat Cell Biol ; 19(8): 941-951, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28714971

ABSTRACT

Many asymmetrically dividing cells unequally partition cellular structures according to age. Yet, it is unclear how cells differentiate pre-existing from newly synthesized material. Yeast cells segregate the spindle pole body (SPB, centrosome equivalent) inherited from the previous mitosis to the bud, while keeping the new one in the mother cell. Here, we show that the SPB inheritance network (SPIN), comprising the kinases Swe1 (also known as Wee1) and Kin3 (also known as Nek2) and the acetyltransferase NuA4 (also known as Tip60), distinguishes pre-existing from new SPBs. Swe1 phosphorylated Nud1 (orthologous to Centriolin) on young SPBs as they turned into pre-existing ones. The subsequent inactivation of Swe1 protected newly assembling SPBs from being marked. Kin3 and NuA4 maintained age marks on SPBs through following divisions. Downstream of SPIN, the Hippo regulator Bfa1-Bub2 bound the marked SPB, directed the spindle-positioning protein Kar9 towards it and drove its partition to the bud. Thus, coordination of SPIN activity and SPB assembly encodes age onto SPBs to enable their age-dependent segregation.


Subject(s)
Cell Cycle Proteins/metabolism , Chromosome Segregation , Chromosomes, Fungal , Protein-Tyrosine Kinases/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/metabolism , Spindle Apparatus/metabolism , Cell Cycle Proteins/genetics , Cell Proliferation , Cytoskeletal Proteins/genetics , Cytoskeletal Proteins/metabolism , Deoxyribonucleases/genetics , Deoxyribonucleases/metabolism , G1 Phase , Gene Expression Regulation, Fungal , Histone Acetyltransferases/genetics , Histone Acetyltransferases/metabolism , Metaphase , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Phosphorylation , Protein Serine-Threonine Kinases/genetics , Protein Serine-Threonine Kinases/metabolism , Protein-Tyrosine Kinases/genetics , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/growth & development , Saccharomyces cerevisiae Proteins/genetics , Signal Transduction , Time Factors , tRNA Methyltransferases/genetics , tRNA Methyltransferases/metabolism
9.
PLoS Genet ; 11(2): e1004938, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25658911

ABSTRACT

The asymmetrically dividing yeast S. cerevisiae assembles a bipolar spindle well after establishing the future site of cell division (i.e., the bud neck) and the division axis (i.e., the mother-bud axis). A surveillance mechanism called spindle position checkpoint (SPOC) delays mitotic exit and cytokinesis until the spindle is properly positioned relative to the mother-bud axis, thereby ensuring the correct ploidy of the progeny. SPOC relies on the heterodimeric GTPase-activating protein Bub2/Bfa1 that inhibits the small GTPase Tem1, in turn essential for activating the mitotic exit network (MEN) kinase cascade and cytokinesis. The Bub2/Bfa1 GAP and the Tem1 GTPase form a complex at spindle poles that undergoes a remarkable asymmetry during mitosis when the spindle is properly positioned, with the complex accumulating on the bud-directed old spindle pole. In contrast, the complex remains symmetrically localized on both poles of misaligned spindles. The mechanism driving asymmetry of Bub2/Bfa1/Tem1 in mitosis is unclear. Furthermore, whether asymmetry is involved in timely mitotic exit is controversial. We investigated the mechanism by which the GAP Bub2/Bfa1 controls GTP hydrolysis on Tem1 and generated a series of mutants leading to constitutive Tem1 activation. These mutants are SPOC-defective and invariably lead to symmetrical localization of Bub2/Bfa1/Tem1 at spindle poles, indicating that GTP hydrolysis is essential for asymmetry. Constitutive tethering of Bub2 or Bfa1 to both spindle poles impairs SPOC response but does not impair mitotic exit. Rather, it facilitates mitotic exit of MEN mutants, likely by increasing the residence time of Tem1 at spindle poles where it gets active. Surprisingly, all mutant or chimeric proteins leading to symmetrical localization of Bub2/Bfa1/Tem1 lead to increased symmetry at spindle poles of the Kar9 protein that mediates spindle positioning and cause spindle misalignment. Thus, asymmetry of the Bub2/Bfa1/Tem1 complex is crucial to control Kar9 distribution and spindle positioning during mitosis.


Subject(s)
Cytokinesis/genetics , Mitosis/genetics , Monomeric GTP-Binding Proteins/genetics , Saccharomyces cerevisiae Proteins/genetics , Spindle Poles/genetics , Cell Cycle/genetics , Cell Cycle Proteins/genetics , Cell Polarity/genetics , Cytoskeletal Proteins/genetics , GTP Phosphohydrolases/genetics , Gene Expression Regulation, Fungal , Glutamine/genetics , Glutamine/metabolism , Monomeric GTP-Binding Proteins/metabolism , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Saccharomyces cerevisiae , Saccharomyces cerevisiae Proteins/metabolism
10.
J Biotechnol ; 191: 214-20, 2014 Dec 10.
Article in English | MEDLINE | ID: mdl-24997355

ABSTRACT

Bacillus subtilis is a commonly used host for the heterologous expression of genes in academia and industry. Many factors are known to influence the expression yield in this organism e.g. the complementarity between the Shine-Dalgarno sequence (SD) and the 16S-rRNA or secondary structures in the translation initiation region of the transcript. In this study, we analysed the impact of the nucleotide composition between the SD sequence and the start codon (the spacer sequence) on the expression yield. We demonstrated that a polyadenylate-moiety spacer sequence moderately increases the expression level of laccase CotA from B. subtilis. By screening a library of artificially generated spacer variants, we identified clones with greatly increased expression levels of two model enzymes, the laccase CotA from B. subtilis (11 fold) and the metagenome derived protease H149 (30 fold). Furthermore, we demonstrated that the effect of the spacer sequence is specific to the gene of interest. These results prove the high impact of the spacer sequence on the expression yield in B. subtilis.


Subject(s)
DNA, Ribosomal Spacer/genetics , Peptide Hydrolases/biosynthesis , RNA, Ribosomal, 16S/genetics , Transcription, Genetic , Bacillus subtilis/genetics , Gene Expression Regulation, Bacterial , Metagenome , Nucleotides/genetics , Promoter Regions, Genetic
11.
PLoS Biol ; 12(2): e1001793, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24558351

ABSTRACT

In vivo, antibiotics are often much less efficient than ex vivo and relapses can occur. The reasons for poor in vivo activity are still not completely understood. We have studied the fluoroquinolone antibiotic ciprofloxacin in an animal model for complicated Salmonellosis. High-dose ciprofloxacin treatment efficiently reduced pathogen loads in feces and most organs. However, the cecum draining lymph node (cLN), the gut tissue, and the spleen retained surviving bacteria. In cLN, approximately 10%-20% of the bacteria remained viable. These phenotypically tolerant bacteria lodged mostly within CD103⁺CX3CR1⁻CD11c⁺ dendritic cells, remained genetically susceptible to ciprofloxacin, were sufficient to reinitiate infection after the end of the therapy, and displayed an extremely slow growth rate, as shown by mathematical analysis of infections with mixed inocula and segregative plasmid experiments. The slow growth was sufficient to explain recalcitrance to antibiotics treatment. Therefore, slow-growing antibiotic-tolerant bacteria lodged within dendritic cells can explain poor in vivo antibiotic activity and relapse. Administration of LPS or CpG, known elicitors of innate immune defense, reduced the loads of tolerant bacteria. Thus, manipulating innate immunity may augment the in vivo activity of antibiotics.


Subject(s)
Anti-Bacterial Agents/pharmacology , Ciprofloxacin/pharmacology , Dendritic Cells/microbiology , Lymph Nodes/immunology , Salmonella Infections/immunology , Salmonella typhimurium/immunology , Animals , Bacterial Load/drug effects , Cecum , Diarrhea/drug therapy , Diarrhea/immunology , Diarrhea/microbiology , Drug Resistance, Bacterial , Lipopolysaccharides/pharmacology , Lymph Nodes/microbiology , Mice , Mice, Inbred C57BL , Microbial Sensitivity Tests , Phenotype , Salmonella Infections/drug therapy , Salmonella Infections/microbiology , Salmonella typhimurium/drug effects , Salmonella typhimurium/growth & development
12.
Cell Cycle ; 11(16): 3109-16, 2012 Aug 15.
Article in English | MEDLINE | ID: mdl-22871738

ABSTRACT

Many asymmetrically dividing cells segregate the poles of the mitotic spindle non-randomly between their two daughters. In budding yeast, the protein Kar9 localizes almost exclusively to the astral microtubules emanating from the old spindle pole body (SPB) and promotes its movement toward the bud. Thereby, Kar9 orients the spindle relative to the division axis. Here, we show that beyond perturbing Kar9 distribution, activation of the spindle assembly checkpoint (SAC) randomizes SPB inheritance. Inactivation of the B-type cyclin Clb5 led to a SAC-dependent defect in Kar9 orientation and SPB segregation. Furthermore, unlike the Clb4-dependent pathway, the Clb5- and SAC-dependent pathways functioned genetically upstream of the mitotic exit network (MEN) in SPB specification and Kar9-dependent SPB inheritance. Together, our study indicates that Clb5 functions in spindle assembly and that the SAC controls the specification and inheritance of yeast SPBs through inhibition of the MEN.


Subject(s)
Fungal Proteins/metabolism , Inheritance Patterns , M Phase Cell Cycle Checkpoints , Mitosis , Saccharomycetales/genetics , Spindle Apparatus/metabolism , Alleles , Anaphase , Fungal Proteins/genetics , Kinetochores/metabolism , Metaphase , Microscopy, Fluorescence , Mutagenesis, Site-Directed , Protein Transport , Saccharomycetales/metabolism , Spindle Apparatus/genetics , Time-Lapse Imaging/methods
13.
PLoS One ; 7(4): e34812, 2012.
Article in English | MEDLINE | ID: mdl-22493718

ABSTRACT

BACKGROUND: Enteric pathogens need to grow efficiently in the gut lumen in order to cause disease and ensure transmission. The interior of the gut forms a complex environment comprising the mucosal surface area and the inner gut lumen with epithelial cell debris and food particles. Recruitment of neutrophils to the intestinal lumen is a hallmark of non-typhoidal Salmonella enterica infections in humans. Here, we analyzed the interaction of gut luminal neutrophils with S. enterica serovar Typhimurium (S. Tm) in a mouse colitis model. RESULTS: Upon S. Tm(wt) infection, neutrophils transmigrate across the mucosa into the intestinal lumen. We detected a majority of pathogens associated with luminal neutrophils 20 hours after infection. Neutrophils are viable and actively engulf S. Tm, as demonstrated by live microscopy. Using S. Tm mutant strains defective in tissue invasion we show that pathogens are mostly taken up in the gut lumen at the epithelial barrier by luminal neutrophils. In these luminal neutrophils, S. Tm induces expression of genes typically required for its intracellular lifestyle such as siderophore production iroBCDE and the Salmonella pathogenicity island 2 encoded type three secretion system (TTSS-2). This shows that S. Tm at least transiently survives and responds to engulfment by gut luminal neutrophils. Gentamicin protection experiments suggest that the life-span of luminal neutrophils is limited and that S. Tm is subsequently released into the gut lumen. This "fast cycling" through the intracellular compartment of gut luminal neutrophils would explain the high fraction of TTSS-2 and iroBCDE expressing intra- and extracellular bacteria in the lumen of the infected gut. CONCLUSION: In conclusion, live neutrophils recruited during acute S. Tm colitis engulf pathogens in the gut lumen and may thus actively engage in shaping the environment of pathogens and commensals in the inflamed gut.


Subject(s)
Colitis/microbiology , Intestinal Mucosa/microbiology , Neutrophils/microbiology , Salmonella Infections/microbiology , Salmonella typhimurium/physiology , Animals , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Cell Movement , Colitis/pathology , Disease Models, Animal , Genomic Islands , Gentamicins/pharmacology , Humans , Intestinal Mucosa/pathology , Mice , Neutrophil Infiltration , Neutrophils/drug effects , Neutrophils/pathology , Phagocytosis , Plasmids , Salmonella Infections/pathology , Salmonella typhimurium/drug effects , Time-Lapse Imaging
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