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1.
Cell ; 187(6): 1490-1507.e21, 2024 Mar 14.
Article in English | MEDLINE | ID: mdl-38452761

ABSTRACT

Cell cycle progression relies on coordinated changes in the composition and subcellular localization of the proteome. By applying two distinct convolutional neural networks on images of millions of live yeast cells, we resolved proteome-level dynamics in both concentration and localization during the cell cycle, with resolution of ∼20 subcellular localization classes. We show that a quarter of the proteome displays cell cycle periodicity, with proteins tending to be controlled either at the level of localization or concentration, but not both. Distinct levels of protein regulation are preferentially utilized for different aspects of the cell cycle, with changes in protein concentration being mostly involved in cell cycle control and changes in protein localization in the biophysical implementation of the cell cycle program. We present a resource for exploring global proteome dynamics during the cell cycle, which will aid in understanding a fundamental biological process at a systems level.


Subject(s)
Saccharomyces cerevisiae Proteins , Saccharomyces cerevisiae , Eukaryotic Cells/metabolism , Neural Networks, Computer , Proteome/metabolism , Saccharomyces cerevisiae/cytology , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/metabolism
2.
Front Bioeng Biotechnol ; 10: 1073447, 2022.
Article in English | MEDLINE | ID: mdl-36588959

ABSTRACT

Chitooligosaccharides (COS) have attracted attention from industry and academia in various fields due to their diverse bioactivities. However, their conventional chemical production is environmentally unfriendly and in addition, defined and pure molecules are both scarce and expensive. A promising alternative is the in vivo synthesis of desired COS in microbial platforms with specific chitin synthases enabling a more sustainable production. Hence, we examined the whole cell factory approach with two well-established microorganisms-Escherichia coli and Corynebacterium glutamicum-to produce defined COS with the chitin synthase NodC from Rhizobium sp. GRH2. Moreover, based on an in silico model of the synthase, two amino acids potentially relevant for COS length were identified and mutated to direct the production. Experimental validation showed the influence of the expression system, the mutations, and their combination on COS length, steering the production from originally pentamers towards tetramers or hexamers, the latter virtually pure. Possible explanations are given by molecular dynamics simulations. These findings pave the way for a better understanding of chitin synthases, thus allowing a more targeted production of defined COS. This will, in turn, at first allow better research of COS' bioactivities, and subsequently enable sustainable large-scale production of oligomers.

3.
Oral Oncol ; 38(2): 179-86, 2002 Feb.
Article in English | MEDLINE | ID: mdl-11854066

ABSTRACT

The signal transduction pathway regulated by the retinoblastoma tumor suppressor protein, pRB, is abrogated in the majority of human cancers. Using a series of cell lines derived from oral squamous cell carcinomas (SCCs) that were not subjected to radiation or chemotherapy treatment, we detected specific hyperactivity of cyclin dependent kinase (cdk) 6 but not cdk4. Subcellular localization studies showed a predominant nuclear localization of cdk6, demonstrating that this kinase was biologically active. The molecular basis for this aberration are mutations in the MTS1 locus of chromosome 9p21. This locus encodes two partially overlapping genes, the cdk inhibitor p16(ink4a), and p14(ARF), an inhibitor of mdm2-mediated degradation of p53. Our analysis demonstrates that the mutations of the MTS1 locus in oral SCC specifically target expression of the p16(ink4a) gene but less frequently affect p14(ARF). These results suggest that hyperactivity of cdk6 represents a distinct mechanism for pRB inactivation in oral SCC.


Subject(s)
Carcinoma, Squamous Cell/genetics , Cyclin-Dependent Kinase Inhibitor p16/genetics , Cyclin-Dependent Kinases , Genes, p16 , Mouth Neoplasms/genetics , Protein Serine-Threonine Kinases/metabolism , Carcinoma, Squamous Cell/metabolism , Cell Nucleus/metabolism , Cyclin-Dependent Kinase 6 , Cyclin-Dependent Kinase Inhibitor p16/metabolism , Humans , Mouth Neoplasms/metabolism , Mutation , Neoplasm Proteins/metabolism , RNA, Messenger/genetics , RNA, Neoplasm/genetics , Tumor Cells, Cultured , Tumor Suppressor Protein p14ARF/genetics , Tumor Suppressor Protein p14ARF/metabolism
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