The marine bacterium Sphingopyxis alaskensis was isolated as one of the most numerically abundant bacteria from cold (410??C) nutrient depleted waters in the North Pacific Ocean. The objective of this study was to examine cold adaptation of S. alaskensis by using proteomics to examine changes in global protein levels caused by growth at low (10??C) and high (30??C) temperatures. Stable isotope labelling-based quantitative proteomics was used, and a rigorous post-experimental data processing workflow adapted from microarray-based methods was developed. The approach included metabolic labelling with 14N/15N and normalisation and statistical testing of quantitative proteomics data. Approximately 400,000 tandem mass spectra were generated resulting in the confident identification of 2,135 proteins (66% genome coverage) and the quantitation of 1,172 proteins (37% genome coverage). Normalisation approaches were evaluated using cultures grown at 30??C and labelled with 14N and 15N. For 10??C vs. 30??C experiments, protein quantities were normalised within each experiment using a multivariate lowess approach. Statistical significance was assessed by combining data from all experiments and applying a moderated t-test using the empirical Bayes method with the limma package in R. Proteins were ranked after calculating the B-statistic and the Storey-Tibshirani false discovery rate. 217 proteins (6% genome coverage) were determined to have significant quantitative differences. In achieving these outcomes a range of factors that impact on quantitative proteomics data quality were broadly assessed, resulting in the development of a robust approach that is generally applicable to quantitative proteomics of biological system. The significantly differentially abundant proteins from the proteomics data provided insight into molecular mechanisms of cold adaptation in S. alaskensis. Important aspects of cold adaptation included cell membrane restructuring, exopolysaccharide biosynthesis, lipid degradation, carbohydrate and amino acid metabolism, and increased capacity of transcriptional and translational processes. A number of cold adaptive responses in S. alaskensis were novel, including a specific cold-active protein folding pathway, a possible thermally-controlled stringent response, and biosynthesis of intracellular polyhydroxyalkanoate reserve material. The overall study provided important new insight into the evolution of growth strategies necessary for the effective competition of S. alaskensis in cold, oligotrophic environments.
| Identifer | oai:union.ndltd.org:ADTP/282286 |
| Date | January 2010 |
| Creators | Ting, Lily Li Jing, Biotechnology & Biomolecular Sciences, Faculty of Science, UNSW |
| Publisher | Awarded By:University of New South Wales. Biotechnology & Biomolecular Sciences |
| Source Sets | Australiasian Digital Theses Program |
| Language | English |
| Detected Language | English |
| Rights | http://unsworks.unsw.edu.au/copyright, http://unsworks.unsw.edu.au/copyright |
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