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Wang L, Li S, Sun Z, Wen G, Zheng F, Fu C, Li H. Segmentation of yeast cell's bright-field image with an edge-tracing algorithm. JOURNAL OF BIOMEDICAL OPTICS 2018; 23:1-7. [PMID: 30456935 DOI: 10.1117/1.jbo.23.11.116503] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Accepted: 10/17/2018] [Indexed: 06/09/2023]
Abstract
Phenotype analysis of yeast cell requires high-throughput imaging and automatic analysis of abundant image data. At first, each cell needs to be segmented and labeled in the bright-field images. However, the ambiguous boundary of bright-field yeast cell images leads to the failure of traditional segmentation algorithms. We propose a segmentation algorithm based on the morphological characteristics of yeast cells. Seed points are first identified along the cell contour and then connected by an edge tracing approach. In this way, "ill-detected" noise points are removed so that edges of yeast cells can be successfully extracted in bright-field images with sparsely distributed cells. In densely packed images, yeast cells with normal morphology can also be correctly segmented and labeled.
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Affiliation(s)
- Linbo Wang
- Chinese Academy of Sciences, Suzhou Institute of Biomedical Engineering and Technology, CAS Center f, China
| | - Simin Li
- Chinese Academy of Sciences, Suzhou Institute of Biomedical Engineering and Technology, CAS Center f, China
| | - Zhenglong Sun
- Chinese Academy of Sciences, Suzhou Institute of Biomedical Engineering and Technology, CAS Center f, China
| | - Gang Wen
- Chinese Academy of Sciences, Suzhou Institute of Biomedical Engineering and Technology, CAS Center f, China
| | - Fan Zheng
- University of Sciences and Technology of China, College of Life Sciences, Baohe District, Hefei, China
| | - Chuanhai Fu
- University of Sciences and Technology of China, College of Life Sciences, Baohe District, Hefei, China
| | - Hui Li
- Chinese Academy of Sciences, Suzhou Institute of Biomedical Engineering and Technology, CAS Center f, China
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2
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Yoshida M, Ohnuki S, Yashiroda Y, Ohya Y. Profilin is required for Ca2+ homeostasis and Ca2+-modulated bud formation in yeast. Mol Genet Genomics 2013; 288:317-28. [PMID: 23708467 DOI: 10.1007/s00438-013-0752-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2012] [Accepted: 05/10/2013] [Indexed: 12/11/2022]
Abstract
A cls5-1 mutant of Saccharomyces cerevisiae is specifically sensitive to high concentrations of Ca2+, with elevated intracellular calcium content and altered cell morphology in the presence of 100 mM Ca2+. To reveal the mechanisms of the Ca2+-sensitive phenotype, we investigated the gene responsible and its interacting network. We demonstrated that CLS5 is identical to PFY1, encoding profilin. Involvement of profilin in the maintenance of intracellular Ca2+ homeostasis was supported by the fact that both exchangeable and non-exchangeable intracellular Ca2+ pools in the cls5-1 mutant are higher than those of the wild-type strain. Several mutations of the genes whose proteins physically interact with profilin resulted in the Ca2+-sensitive phenotype. Examination of the intracellular Ca2+ pools indicated that Bni1p, Bem1p, Rho1p, and Cla4p are also required for the maintenance of Ca2+ homeostasis. Quantitative morphological analysis revealed that the Ca2+-induced morphological changes in cls5-1 cells are similar to bem1 and cls4-1 cells. Common Ca2+-induced morphological changes were an increase in cell size and a decrease of the ratio of budded cells in the population. Since a mutation allele of cls4-1 is located in the CDC24 gene, we suggest that profilin, Bem1p, and Cdc24p are required for Ca2+-modulated bud formation. Thus, profilin is involved in Ca2+ regulation in two ways: the first is Ca2+ homeostasis by coordination with Bni1p, Bem1p, Rho1p, and Cla4p, and the second is the requirement of Ca2+ for bud formation by coordination with Bem1p and Cdc24p.
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Affiliation(s)
- Mitsunori Yoshida
- Department of Integrated Biosciences, Graduate School of Frontier Sciences, University of Tokyo, Building FBS-101, 5-1-5 Kashiwanoha, Kashiwa, Chiba, 277-8561, Japan
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Lambert AA, Perron MP, Lavoie E, Pallotta D. The Saccharomyces cerevisiae Arf3 protein is involved in actin cable and cortical patch formation. FEMS Yeast Res 2007; 7:782-95. [PMID: 17425670 DOI: 10.1111/j.1567-1364.2007.00239.x] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
We show that Arf3p, a member of the ADP ribosylation family, is involved in the organization of actin cables and cortical patches in Saccharomyces cerevisiae. Profilin-deficient cells (pfy1Delta) have severe growth defects and lack actin cables. Overexpression of ARF3 restores actin cables and corrects growth defects in these cells. Cells deficient for the cortical patch proteins Las17p and Vrp1p have growth defects and a random cortical patch distribution. Overexpression of ARF3 in las17Delta and in vrp1Delta cells partially corrects growth defects and restores the polarized distribution of cortical patches. The N-terminal glycine, a myristoylation site in Arf3p, is necessary for its suppressor activity. arf3Delta cells show a random budding pattern. Overexpression of BNI1, GEA2 or SYP1, three genes involved in actin cytoskeleton formation, restores the normal axial budding pattern of arf3Delta cells. BUD6 is a polarity gene and GEA2 is involved in retrograde transport and the organization of the actin cytoskeleton. We have identified genetic interactions between ARF3 and BUD6, and between ARF3 and GEA2. Both double mutant strains have actin cytoskeleton defects. Our results support a role for ARF3 in cell polarity and the organization of the actin cytoskeleton.
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Affiliation(s)
- Alexandra A Lambert
- Centre de Recherche sur la Structure, la Fonction et l'Ingénierie des Protéines (CREFSIP), Pavillon Charles-Eugène Marchand, Université Laval Québec, Canada
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Lottersberger F, Panza A, Lucchini G, Piatti S, Longhese MP. The Saccharomyces cerevisiae 14-3-3 proteins are required for the G1/S transition, actin cytoskeleton organization and cell wall integrity. Genetics 2006; 173:661-75. [PMID: 16648583 PMCID: PMC1526496 DOI: 10.1534/genetics.106.058172] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
14-3-3 proteins are highly conserved polypeptides that participate in many biological processes by binding phosphorylated target proteins. The Saccharomyces cerevisiae BMH1 and BMH2 genes, whose concomitant deletion is lethal, encode two functionally redundant 14-3-3 isoforms. To gain insights into the essential function(s) shared by these proteins, we searched for high-dosage suppressors of the growth defects of temperature-sensitive bmh mutants. Both the protein kinase C1 (Pkc1) and its upstream regulators Wsc2 and Mid2 were found to act as high dosage suppressors of bmh mutants' temperature sensitivity, indicating a functional interaction between 14-3-3 and Pkc1. Consistent with a role of 14-3-3 proteins in Pkc1-dependent cellular processes, shift to the restrictive temperature of bmh mutants severely impaired initiation of DNA replication, polarization of the actin cytoskeleton, and budding, as well as cell wall integrity. Because Pkc1 acts in concert with the Swi4-Swi6 (SBF) transcriptional activator to control all these processes, the defective G(1)/S transition of bmh mutants might be linked to impaired SBF activity. Indeed, the levels of the G(1) cyclin CLN2 transcripts, which are positively regulated by SBF, were dramatically reduced in bmh mutants. Remarkably, budding and DNA replication defects of bmh mutants were suppressed by CLN2 expression from an SBF-independent promoter, suggesting that 14-3-3 proteins might contribute to regulating the late G(1) transcriptional program.
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Affiliation(s)
- Francisca Lottersberger
- Dipartimento di Biotecnologie e Bioscienze, Università di Milano-Bicocca, 20126 Milan, Italy
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Abstract
The yeast cell wall is a highly dynamic structure that is responsible for protecting the cell from rapid changes in external osmotic potential. The wall is also critical for cell expansion during growth and morphogenesis. This review discusses recent advances in understanding the various signal transduction pathways that allow cells to monitor the state of the cell wall and respond to environmental challenges to this structure. The cell wall integrity signaling pathway controlled by the small G-protein Rho1 is principally responsible for orchestrating changes to the cell wall periodically through the cell cycle and in response to various forms of cell wall stress. This signaling pathway acts through direct control of wall biosynthetic enzymes, transcriptional regulation of cell wall-related genes, and polarization of the actin cytoskeleton. However, additional signaling pathways interface both with the cell wall integrity signaling pathway and with the actin cytoskeleton to coordinate polarized secretion with cell wall expansion. These include Ca(2+) signaling, phosphatidylinositide signaling at the plasma membrane, sphingoid base signaling through the Pkh1 and -2 protein kinases, Tor kinase signaling, and pathways controlled by the Rho3, Rho4, and Cdc42 G-proteins.
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Affiliation(s)
- David E Levin
- Department of Biochemistry and Molecular Biology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA.
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Zakrzewska E, Perron M, Laroche A, Pallotta D. A Role for GEA1 and GEA2 in the Organization of the Actin Cytoskeleton in Saccharomyces cerevisiae. Genetics 2003; 165:985-95. [PMID: 14668359 PMCID: PMC1462846 DOI: 10.1093/genetics/165.3.985] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Profilin is an actin monomer-binding protein implicated in the polymerization of actin filaments. In the budding yeast Saccharomyces cerevisiae, the pfy1-111 rho2Δ double mutant has severe growth and actin cytoskeletal defects. The GEA1 and GEA2 genes, which code for paralog guanosine exchange factors for Arf proteins, were identified as multicopy suppressors of the mutant phenotype. These two genes restored the polarized distribution of actin cortical patches and produced visible actin cables in both the pfy1-111 rho2Δ and pfy1Δ cells. Thus, overexpression of GEA1 or GEA2 bypassed the requirement for profilin in actin cable formation. In addition, gea1 gea2 double mutants showed defects in budding and in actin cytoskeleton organization, while overexpression of GEA1 or GEA2 led to the formation of supernumerary actin cable-like structures in a Bni1p/Bnr1p-dependent manner. The ADP-ribosylation factor Arf3p may be a target of Gea1p/Gea2p, since overexpression of ARF3 partially suppressed the profilin-deficient phenotype and a deletion of ARF3 exacerbated the phenotype of a pfy1-111 mutant. Gea1p, Gea2p, Arf1p, and Arf2p but not Arf3p are known to function in vesicular transport between the endoplasmic reticulum and the Golgi. In this work, we demonstrate a role for Gea1p, Gea2p, and Arf3p in the organization of the actin cytoskeleton.
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Affiliation(s)
- Ewa Zakrzewska
- Centre de Recherche sur la Structure, la Fonction et l'Ingénierie des Protéines, Pavillon Charles-Eugène Marchand, Université Laval, Ste-Foy, Québec G1K 7P4, Canada
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Li H, Pagé N, Bussey H. Actin patch assembly proteins Las17p and Sla1p restrict cell wall growth to daughter cells and interact with cis-Golgi protein Kre6p. Yeast 2002; 19:1097-112. [PMID: 12237851 DOI: 10.1002/yea.904] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The cytoplasmic tail of Kre6p, a Golgi membrane protein involved in cell wall synthesis, interacts with the actin patch assembly components Las17p and Sla1p in a two-hybrid assay, and Kre6p co-immunoprecipitates with Las17p. Kre6p showed extensive co-localization with Och1p-containing cis-Golgi vesicles. The correct localization of Kre6p requires its cytoplasmic tail, Las17p, Sla1p and Vrp1p, suggesting that the cytoplasmic tail of Kre6p acts as a receptor, linking this cis-Golgi protein to Las17p and Sla1p. The actin patch assembly mutants las17 delta, sla1delta and vrp1 delta showed elevated levels of cell wall beta-1,6-glucan, and mutant cells were capable of only a limited number of cell divisions compared to wild-type. EM image analysis and beta-1,6-glucan localization indicated abnormal wall proliferation in the mother cells of these mutants. The pattern of cell wall hypertrophy indicates a failure to restrict cell wall growth to the bud.
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Affiliation(s)
- Huijuan Li
- Department of Biology, McGill University, Montreal H3A 1B1, Canada
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de Bettignies G, Thoraval D, Morel C, Peypouquet MF, Crouzet M. Overactivation of the protein kinase C-signaling pathway suppresses the defects of cells lacking the Rho3/Rho4-GAP Rgd1p in Saccharomyces cerevisiae. Genetics 2001; 159:1435-48. [PMID: 11779787 PMCID: PMC1461911 DOI: 10.1093/genetics/159.4.1435] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
The nonessential RGD1 gene encodes a Rho-GTPase activating protein for the Rho3 and Rho4 proteins in Saccharomyces cerevisiae. Previous studies have revealed genetic interactions between RGD1 and the SLG1 and MID2 genes, encoding two putative sensors for cell integrity signaling, and VRP1 encoding an actin and myosin interacting protein involved in polarized growth. To better understand the role of Rgd1p, we isolated multicopy suppressor genes of the cell lethality of the double mutant rgd1Delta mid2Delta. RHO1 and RHO2 encoding two small GTPases, MKK1 encoding one of the MAP-kinase kinases in the protein kinase C (PKC) pathway, and MTL1, a MID2-homolog, were shown to suppress the rgd1Delta defects strengthening the functional links between RGD1 and the cell integrity pathway. Study of the transcriptional activity of Rlm1p, which is under the control of Mpk1p, the last kinase of the PKC pathway, and follow-up of the PST1 transcription, which is positively regulated by Rlm1p, indicate that the lack of RGD1 function diminishes the PKC pathway activity. We hypothesize that the rgd1Delta inactivation, at least through the hyperactivation of the small GTPases Rho3p and Rho4p, alters the secretory pathway and/or the actin cytoskeleton and decreases activity of the PKC pathway.
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Affiliation(s)
- G de Bettignies
- Laboratoire de Biologie Moléculaire et de Séquençage, UMR CNRS 5095, Bordeaux Cedex, France
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Stirling DA, Stark MJ. Mutations in SPC110, encoding the yeast spindle pole body calmodulin-binding protein, cause defects in cell integrity as well as spindle formation. BIOCHIMICA ET BIOPHYSICA ACTA 2000; 1499:85-100. [PMID: 11118641 DOI: 10.1016/s0167-4889(00)00110-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
The 110 kDa spindle pole body component, Spc110p, is an essential target of calmodulin in budding yeast. Cells with mutations which reduce calmodulin binding to Spc110p are unable to form a mitotic spindle and die. Here we show that these effects can be overcome either directly by increasing extracellular calcium or calmodulin expression, which reverse the primary spindle defect, or indirectly through increased extracellular osmolarity or high dosage of MID2 or SLG1/HCS77/WSC1 which preserve viability. We propose that overcoming a cell integrity defect associated with the mitotic arrest enables the defective spindle pole bodies to provide sufficient function for proliferation of a large proportion of mutant cells. Our findings demonstrate a role for calcium in the Spc110p-calmodulin interaction in vivo and have important general implications for the interpretation of genetic interactions involving cell integrity genes.
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Affiliation(s)
- D A Stirling
- Department of Biochemistry, University of Dundee, MSI/WTB Complex, DD1 5EH, Dundee, UK.
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Marcoux N, Cloutier S, Zakrzewska E, Charest PM, Bourbonnais Y, Pallotta D. Suppression of the profilin-deficient phenotype by the RHO2 signaling pathway in Saccharomyces cerevisiae. Genetics 2000; 156:579-92. [PMID: 11014808 PMCID: PMC1461282 DOI: 10.1093/genetics/156.2.579] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Profilin plays an important role in actin organization in all eukaryotic cells through mechanisms that are still poorly understood. We had previously shown that Mid2p, a transmembrane protein and a potential cell wall sensor, is an effective multicopy suppressor of the profilin-deficient phenotype in Saccharomyces cerevisiae. To better understand the role of Mid2p in the organization of the actin cytoskeleton, we isolated five additional multicopy suppressors of pfy1Delta cells that are Rom1p, Rom2p, Rho2p, Smy1p, and the previously uncharacterized protein Syp1p. The problems of caffeine and NaCl sensitivity, growth defects at 30 degrees and 37 degrees, the accumulation of intracellular vesicular structures, and a random budding pattern in pfy1Delta cells are corrected by all the suppressors tested. This is accompanied by a partial repolarization of the cortical actin patches without the formation of visible actin cables. The overexpression of Mid2p, Rom2p, and Syp1p, but not the overexpression of Rho2p and Smy1p, results in an abnormally thick cell wall in wild-type and pfy1Delta cells. Since none of the suppressors, except Rho2p, can correct the phenotype of the pfy1-111/rho2Delta strain, we propose a model in which the suppressors act through the Rho2p signaling pathway to repolarize cortical actin patches.
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Affiliation(s)
- N Marcoux
- Pavillon Charles-Eugène Marchand, Laval University, Ste-Foy, Quebec G1K 7P4, Canada
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de Bettignies G, Barthe C, Morel C, Peypouquet MF, Doignon F, Crouzet M. RGD1 genetically interacts with MID2 and SLG1, encoding two putative sensors for cell integrity signalling in Saccharomyces cerevisiae. Yeast 1999; 15:1719-31. [PMID: 10590461 DOI: 10.1002/(sici)1097-0061(199912)15:16<1719::aid-yea499>3.0.co;2-f] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The RGD1 gene was identified during systematic genome sequencing of Saccharomyces cerevisiae. To further understand Rgd1p function, we set up a synthetic lethal screen for genes interacting with RGD1. Study of one lethal mutant made it possible to identify the SLG1 and MID2 genes. The gene SLG1/HCS77/WSC1 was mutated in the original synthetic lethal strain, whereas MID2/SMS1 acted as a monocopy suppressor. The SLG1 gene has been described to be an upstream component in the yeast PKC pathway and encodes a putative cell surface sensor for the activation of cell integrity signalling. First identified by viability loss of shmoos after pheromone exposure, and since found in different genetic screens, MID2 was recently reported as also encoding an upstream activator of the PKC pathway. The RGD1 gene showed genetic interactions with both sensors of cell integrity pathway. The rgd1 slg1 synthetic lethality was rescued by osmotic stabilization, as expected for mutants altered in cell wall integrity. The slight viability defect of rgd1 in minimal medium, which was exacerbated by mid2, was not osmoremediated. As for mutants altered in PKC pathway, the accumulation of small-budded dead cells in slg1, rgd1 and mid2 after heat shock was prevented by 1 M sorbitol. In addition, the rgd1 strain also displayed dead shmoos after pheromone treatment, like mid2. Taken together, the present results indicate close functional links between RGD1, MID2 and SLG1 and suggest that RGD1 and MID2 interact in a cell integrity signalling functionally linked to the PKC pathway.
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Affiliation(s)
- G de Bettignies
- Laboratoire de Biologie Moléculaire et de Séquençage, UPR CNRS 9026, BP 64, 146 rue Léo Saignat, 33076 Bordeaux cedex, France
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12
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Ketela T, Green R, Bussey H. Saccharomyces cerevisiae mid2p is a potential cell wall stress sensor and upstream activator of the PKC1-MPK1 cell integrity pathway. J Bacteriol 1999; 181:3330-40. [PMID: 10348843 PMCID: PMC93798 DOI: 10.1128/jb.181.11.3330-3340.1999] [Citation(s) in RCA: 224] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The MID2 gene of Saccharomyces cerevisiae encodes a protein with structural features indicative of a plasma membrane-associated cell wall sensor. MID2 was isolated as a multicopy activator of the Skn7p transcription factor. Deletion of MID2 causes resistance to calcofluor white, diminished production of stress-induced cell wall chitin under a variety of conditions, and changes in growth rate and viability in a number of different cell wall biosynthesis mutants. Overexpression of MID2 causes hyperaccumulation of chitin and increased sensitivity to calcofluor white. alpha-Factor hypersensitivity of mid2Delta mutants can be suppressed by overexpression of upstream elements of the cell integrity pathway, including PKC1, RHO1, WSC1, and WSC2. Mid2p and Wsc1p appear to have overlapping roles in maintaining cell integrity since mid2Delta wsc1Delta mutants are inviable on medium that does not contain osmotic support. A role for MID2 in the cell integrity pathway is further supported by the finding that MID2 is required for induction of Mpk1p tyrosine phosphorylation during exposure to alpha-factor, calcofluor white, or high temperature. Our data are consistent with a role for Mid2p in sensing cell wall stress and in activation of a response that includes both increased chitin synthesis and the Mpk1p mitogen-activated protein kinase cell integrity pathway. In addition, we have identified an open reading frame, MTL1, which encodes a protein with both structural and functional similarity to Mid2p.
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Affiliation(s)
- T Ketela
- Department of Biology, McGill University, Montreal, Quebec, Canada H3A 1B1
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Heinisch JJ, Lorberg A, Schmitz HP, Jacoby JJ. The protein kinase C-mediated MAP kinase pathway involved in the maintenance of cellular integrity in Saccharomyces cerevisiae. Mol Microbiol 1999; 32:671-80. [PMID: 10361272 DOI: 10.1046/j.1365-2958.1999.01375.x] [Citation(s) in RCA: 277] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Signal transduction mediated by the single yeast isozyme of protein kinase C (Pkc1p) is essential for the maintenance of cellular integrity in this model eukaryote. The past few years have seen a dramatic increase in our knowledge of the upstream regulatory factors that modulate Pkc1p activity (e.g. Tor2p, Rom1p, Rom2p, Rho1p, Slg1p, Mid2p) and of the downstream targets of the MAP kinase cascade triggered by it (e.g. Rlm1p, SBF complex). The picture that has emerged connects this pathway to a variety of other cellular processes, such as cell cycle progression (Cdc28p, Swi4p), mating (Ste20p), nutrient sensing (Ira1p), calcium homeostasis (calcineurin, Mid2p, Fks2p) and the structural dynamics of the cytoskeleton (Spa1p, Bni1p).
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Affiliation(s)
- J J Heinisch
- Institut für Mikrobiologie, Heinrich-Heine-Universität Düsseldorf, Universitätsstr. 1, Geb. 26.12, D-40225 Düsseldorf, Germany.
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