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BIO 398-01: Bioinformatics Lab
Analyzing Acclimation Response of Saccharomyces Cerevisiae to Low Temperature BIO : Bioinformatics Lab April 27, 2010 Alex George Bobak Seddighzadeh
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Outline Background of Yeast Tai et al. Paper Data Analysis
Experimental Design Data significance Data Analysis Hypothesis Materials / Methods Results Discussion
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Saccharomyces cerevisiae
Unicellular eukaryotic organism Model organism Response to cold-shock has been comprehensively studied Optimal temperature for growth between 25-35°C Below 10°C cell growth stops Ideally, transcriptional response of yeast can be applied to human biology
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Chemostat culture of Tai et al
Chemostat culture of Tai et al. allowed for new analysis of cold temperature response Controlled specific growth rate by using a chemostat culture because of its previous implications on genome-wide transcription Used two nutrient-limiting batches grown aerobically to limit variables Reduced content dependency of transcriptional responses
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Results identify a ‘core’ set of regulated genes in response to prolonged exposure to cold temperature Analyzing common group of regulated genes between nutrient-limited cultures establishes a ‘core’ set of context-independent, regulated genes This ‘core’ set of genes was analyzed and compared to previous studies to provide further data for cold temperature response of S. cerevisiae
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Down-regulation of metabolism was most significant in Nitrogen-limited cultures
Out of the top 15 down-regulated GO terms, over half were associated with metabolism Down-regulation of sugar metabolism indicates acclimation of yeast to cold temperature In addition, the metabolism of amino acids and allantois were down-regulated showing the importance of keeping proteins in the cell Finally, the down-regulation of iron (Fe) transporters is probably a result of anaerobic growth conditions because of its function in aerobic respiration
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Table ##: Fourteen most significant up-regulated GO terms of Nitrogen-limited cultures
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Table ##: Fifteen most significant down-regulated GO terms of Nitrogen-limited cultures
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Protein production is main result of cold temperature transcriptional regulation in Nitrogen-limited cultures GMP and IMP (key players in nucleic acid synthesis) indicates mRNA production Up-regulation of both ribosomal subunits shows the necessity for protein production Also, cold temperatures slow down initiation of translation One-third of the top 15 GO terms are related to methylation, indicating the presence of newly transcribed mRNA and tRNA needed for protein synthesis Biotin production and subsequent metabolism is a result of anaerobic growth due to its function in - oxidation
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