Genome-Wide Identification of Regulatory Elements and Reconstruction of Gene Regulatory Networks of the Green Alga Chlamydomonas reinhardtii under Carbon Deprivation

被引:18
作者
Winck, Flavia Vischi [1 ,2 ]
Arvidsson, Samuel [2 ]
Mauricio Riano-Pachon, Diego [3 ]
Hempel, Sabrina [4 ,6 ,7 ]
Koseska, Aneta [4 ]
Nikoloski, Zoran [1 ,5 ]
Urbina Gomez, David Alejandro [3 ]
Rupprecht, Jens [2 ]
Mueller-Roeber, Bernd [1 ,2 ]
机构
[1] Univ Potsdam, GoFORSYS Res Unit Syst Biol, Inst Biochem & Biol, Potsdam, Germany
[2] Max Planck Inst Mol Plant Physiol, GoFORSYS Res Unit Syst Biol, Potsdam, Germany
[3] Univ Los Andes, Dept Biol Sci, Grp Computat & Evolutionary Biol, Bogota, Colombia
[4] Univ Potsdam, Inst Phys, Potsdam, Germany
[5] Max Planck Inst Mol Plant Physiol, Syst Biol & Math Modeling Grp, Potsdam, Germany
[6] Potsdam Inst Climate Impact Res PIK, Potsdam, Germany
[7] Humboldt Univ, Dept Phys, Berlin, Germany
来源
PLOS ONE | 2013年 / 8卷 / 11期
关键词
CONCENTRATING MECHANISM; TRANSCRIPTION FACTOR; HEAT-SHOCK; CO2-CONCENTRATING MECHANISM; BINDING PROTEINS; EXPRESSION; CHROMATIN; CO2; ACTIVATION; ANHYDRASE;
D O I
10.1371/journal.pone.0079909
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The unicellular green alga Chlamydomonas reinhardtii is a long-established model organism for studies on photosynthesis and carbon metabolism-related physiology. Under conditions of air-level carbon dioxide concentration [CO2], a carbon concentrating mechanism (CCM) is induced to facilitate cellular carbon uptake. CCM increases the availability of carbon dioxide at the site of cellular carbon fixation. To improve our understanding of the transcriptional control of the CCM, we employed FAIRE-seq (formaldehyde-assisted Isolation of Regulatory Elements, followed by deep sequencing) to determine nucleosome-depleted chromatin regions of algal cells subjected to carbon deprivation. Our FAIRE data recapitulated the positions of known regulatory elements in the promoter of the periplasmic carbonic anhydrase (Cah1) gene, which is upregulated during CCM induction, and revealed new candidate regulatory elements at a genome-wide scale. In addition, time series expression patterns of 130 transcription factor (TF) and transcription regulator (TR) genes were obtained for cells cultured under photoautotrophic condition and subjected to a shift from high to low [CO2]. Groups of co-expressed genes were identified and a putative directed gene-regulatory network underlying the CCM was reconstructed from the gene expression data using the recently developed IOTA (inner composition alignment) method. Among the candidate regulatory genes, two members of the MYB-related TF family, Lcr1 (Low-CO2 response regulator 1) and Lcr2 (Low-CO2 response regulator 2), may play an important role in down-regulating the expression of a particular set of TF and TR genes in response to low [CO2]. The results obtained provide new insights into the transcriptional control of the CCM and revealed more than 60 new candidate regulatory genes. Deep sequencing of nucleosome-depleted genomic regions indicated the presence of new, previously unknown regulatory elements in the C. reinhardtii genome. Our work can serve as a basis for future functional studies of transcriptional regulator genes and genomic regulatory elements in Chlamydomonas.
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页数:16
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