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Identification of regulatory network hubs that control lipid metabolism inChlamydomonas reinhardtii
Author(s) -
Mahmoud Gargouri,
Jeong-Jin Park,
F. Omar Holguín,
Minjeong Kim,
Hongxia Wang,
Rahul Deshpande,
Yair ShacharHill,
Leslie M. Hicks,
David R. Gang
Publication year - 2015
Publication title -
journal of experimental botany
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.616
H-Index - 242
eISSN - 1460-2431
pISSN - 0022-0957
DOI - 10.1093/jxb/erv217
Subject(s) - chlamydomonas reinhardtii , chlamydomonas , lipid metabolism , biology , metabolomics , transcriptome , transcription factor , metabolism , gene regulatory network , biochemistry , computational biology , secondary metabolism , gene , microbiology and biotechnology , biosynthesis , bioinformatics , gene expression , mutant
Microalgae-based biofuels are promising sources of alternative energy, but improvements throughout the production process are required to establish them as economically feasible. One of the most influential improvements would be a significant increase in lipid yields, which could be achieved by altering the regulation of lipid biosynthesis and accumulation. Chlamydomonas reinhardtii accumulates oil (triacylglycerols, TAG) in response to nitrogen (N) deprivation. Although a few important regulatory genes have been identified that are involved in controlling this process, a global understanding of the larger regulatory network has not been developed. In order to uncover this network in this species, a combined omics (transcriptomic, proteomic and metabolomic) analysis was applied to cells grown in a time course experiment after a shift from N-replete to N-depleted conditions. Changes in transcript and protein levels of 414 predicted transcription factors (TFs) and transcriptional regulators (TRs) were monitored relative to other genes. The TF and TR genes were thus classified by two separate measures: up-regulated versus down-regulated and early response versus late response relative to two phases of polar lipid synthesis (before and after TAG biosynthesis initiation). Lipidomic and primary metabolite profiling generated compound accumulation levels that were integrated with the transcript dataset and TF profiling to produce a transcriptional regulatory network. Evaluation of this proposed regulatory network led to the identification of several regulatory hubs that control many aspects of cellular metabolism, from N assimilation and metabolism, to central metabolism, photosynthesis and lipid metabolism.

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