TY - JOUR
T1 - Reconstruction and analysis of the genome-scale metabolic model of schizochytrium limacinum SR21 for docosahexaenoic acid production
AU - Ye, Chao
AU - Qiao, Weihua
AU - Yu, Xiaobin
AU - Ji, Xiaojun
AU - Huang, He
AU - Collier, Jackie L.
AU - Liu, Liming
N1 - Publisher Copyright:
© 2015 Ye et al.
PY - 2015/10/16
Y1 - 2015/10/16
N2 - Background: Schizochytrium limacinum SR21 is a potential industrial strain for docosahexaenoic acid (DHA) production that contains more than 30-40 % DHA among its total fatty acids. Methods: To resolve the DHA biosynthesis mechanism and improve DHA production at a systematic level, a genomescale metabolic model (GSMM), named iCY1170_DHA, which contains 1769 reactions, 1659 metabolites, and 1170 genes, was reconstructed. Results: Based on genome annotation results and literature reports, a new DHA synthesis pathway based on a polyketide synthase (PKS) system was detected in S. limacinum. Similarly to conventional fatty acid synthesis, the biosynthesis of DHA via PKS requires abundant acetyl-CoA and NADPH. The in silico addition of malate and citrate led to increases of 24.5 % and 37.1% in DHA production, respectively. Moreover, based on the results predicted by the model, six amino acids were shown to improve DHA production by experiment. Finally, 30 genes were identified as potential targets for DHA over-production using a Minimization of Metabolic Adjustment algorithm. Conclusions: The reconstructed GSMM, iCY1170_DHA, could be used to elucidate the mechanism by which DHA is synthesized in S. limacinum and predict the requirements of abundant acetyl-CoA and NADPH for DHA production as well as the enhanced yields achieved via supplementation with six amino acids, malate, and citrate.
AB - Background: Schizochytrium limacinum SR21 is a potential industrial strain for docosahexaenoic acid (DHA) production that contains more than 30-40 % DHA among its total fatty acids. Methods: To resolve the DHA biosynthesis mechanism and improve DHA production at a systematic level, a genomescale metabolic model (GSMM), named iCY1170_DHA, which contains 1769 reactions, 1659 metabolites, and 1170 genes, was reconstructed. Results: Based on genome annotation results and literature reports, a new DHA synthesis pathway based on a polyketide synthase (PKS) system was detected in S. limacinum. Similarly to conventional fatty acid synthesis, the biosynthesis of DHA via PKS requires abundant acetyl-CoA and NADPH. The in silico addition of malate and citrate led to increases of 24.5 % and 37.1% in DHA production, respectively. Moreover, based on the results predicted by the model, six amino acids were shown to improve DHA production by experiment. Finally, 30 genes were identified as potential targets for DHA over-production using a Minimization of Metabolic Adjustment algorithm. Conclusions: The reconstructed GSMM, iCY1170_DHA, could be used to elucidate the mechanism by which DHA is synthesized in S. limacinum and predict the requirements of abundant acetyl-CoA and NADPH for DHA production as well as the enhanced yields achieved via supplementation with six amino acids, malate, and citrate.
KW - Docosahexaenoic acid
KW - Genome-scale metabolic model
KW - Minimization of metabolic adjustment algorithm
KW - Polyketide synthase system
KW - Schizochytrium limacinum SR21
UR - http://www.scopus.com/inward/record.url?scp=84944463259&partnerID=8YFLogxK
U2 - 10.1186/s12864-015-2042-y
DO - 10.1186/s12864-015-2042-y
M3 - 文章
C2 - 26475325
AN - SCOPUS:84944463259
SN - 1471-2164
VL - 16
JO - BMC Genomics
JF - BMC Genomics
IS - 1
M1 - 799
ER -