Person: Cetinbas, Murat
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Publication Catalysis of Protein Folding by Chaperones Accelerates Evolutionary Dynamics in Adapting Cell Populations
(Public Library of Science, 2013) Cetinbas, Murat; Shakhnovich, EugeneAlthough molecular chaperones are essential components of protein homeostatic machinery, their mechanism of action and impact on adaptation and evolutionary dynamics remain controversial. Here we developed a physics-based ab initio multi-scale model of a living cell for population dynamics simulations to elucidate the effect of chaperones on adaptive evolution. The 6-loci genomes of model cells encode model proteins, whose folding and interactions in cellular milieu can be evaluated exactly from their genome sequences. A genotype-phenotype relationship that is based on a simple yet non-trivially postulated protein-protein interaction (PPI) network determines the cell division rate. Model proteins can exist in native and molten globule states and participate in functional and all possible promiscuous non-functional PPIs. We find that an active chaperone mechanism, whereby chaperones directly catalyze protein folding, has a significant impact on the cellular fitness and the rate of evolutionary dynamics, while passive chaperones, which just maintain misfolded proteins in soluble complexes have a negligible effect on the fitness. We find that by partially releasing the constraint on protein stability, active chaperones promote a deeper exploration of sequence space to strengthen functional PPIs, and diminish the non-functional PPIs. A key experimentally testable prediction emerging from our analysis is that down-regulation of chaperones that catalyze protein folding significantly slows down the adaptation dynamics.
Publication A Unique Subset of Glycolytic Tumour-Propagating Cells Drives Squamous Cell Carcinoma
(Springer Science and Business Media LLC, 2021-02-22) Choi, Jeeeun; Sebastian, Carlos; Ferrer, Christina M.; Lewis, Caroline A.; Sade-Feldman, Moshe; LaSalle, Thomas; Gonye, Anna; Gimenez-Cassina Lopez, Begona; Abdelmoula, Walid M.; Regan, Michael S.; Cetinbas, Murat; Pascual, Gloria; Wojtkiewicz, Gregory; Silveira, Giorgia G.; Boon, Ruben; Ross, Kenneth; Tirosh, Itay; Saladi, Srinivas V.; Ellisen, Leif; Sadreyev, Ruslan; Benitah, Salvador Aznar; Agar, Nathalie; Hacohen, Nir; Mostoslavsky, RaulPublication The Schizophrenia-Associated Variant in SLC39A8 Alters Protein Glycosylation in the Mouse Brain
(Springer Science and Business Media LLC, 2022-03-08) Mealer, Robert; Williams, Sarah E.; Noel, Maxence; Yang, Bo; D'Souza, Alexandria; Nakata, Toru; Graham, Daniel B.; Creasey, Elizabeth A.; Cetinbas, Murat; Sadreyev, Ruslan; Scolnick, Edward; Woo, Christina; Smoller, Jordan; Xavier, Ramnik; Cummings, RichardA missense mutation (A391T) in the manganese transporter SLC39A8 is strongly associated with schizophrenia in genomic studies, though the molecular connection to the brain remains hypothetical. Human carriers of A391T have reduced serum manganese, altered plasma glycosylation, and brain MRI changes consistent with altered metal transport. Here, using a knock-in mouse model homozygous for A391T, we show that the schizophrenia-associated variant changes protein glycosylation in the brain. Glycosylation of Asn residues in glycoproteins (N-glycosylation) was most significantly impaired, with effects differing between regions. RNAseq analysis showed negligible regional variation, consistent with changes in the activity of glycosylation enzymes rather than gene expression. Finally, nearly one third of detected glycoproteins were differentially N-glycosylated in the cortex, including members of several pathways previously implicated in schizophrenia such as cell adhesion molecules and neurotransmitter receptors, and expressed across all cell types. These findings provide a mechanistic link between a risk allele and potentially reversible biochemical changes in the brain, furthering our molecular understanding of the pathophysiology of schizophrenia and a novel opportunity for therapeutic development.