Correction
11 Nov 2015: Luo Q, Li Y, Wang W, Fei X, Deng X (2015) Correction: Genome-Wide Survey and Expression Analysis of Chlamydomonas reinhardtii U-box E3 Ubiquitin Ligases (CrPUBs) Reveal a Functional Lipid Metabolism Module. PLOS ONE 10(11): e0142996. https://doi.org/10.1371/journal.pone.0142996 View correction
Figures
Abstract
E3 ubiquitin ligases determine the substrate specificity of ubiquitination. Plant U-box (PUB) E3 ligases, with a typical 70-amino acid U-box domain, participate in plant developmental processes and environmental responses. Thus far, 64 PUB proteins have been identified in Arabidopsis and 77 PUB proteins have been identified in Oryza. However, detailed studies on U-box genes in the model microalgae Chlamydomonas reinhardtii are lacking. Here, we present a comprehensive analysis of the genes encoding U-box family proteins in C. reinhardtii. Following BLASTP analysis, 30 full-length U-box genes were identified in the C. reinhardtii genome sequence. Bioinformatics analyses of CrPUB genes were performed to characterize the phylogenetic relationships, chromosomal locations and gene structures of each member. The 30 identified CrPUB proteins are clustered into 3 distinct subfamilies, and the genes for these proteins are unevenly distributed among 14 chromosomes. Furthermore, the quantitative real-time RT-PCR or semi-quantitative RT-PCR analysis of 30 CrPUB mRNA abundances under nitrogen starvation showed that 18 CrPUB genes were induced by N starvation and that 7 genes were repressed in the N-poor environment. We selected five CrPUB genes exhibiting marked changes in expression under N-free conditions for further analysis in RNAi experiments and examined the oil content of these gene-silenced transgenic strains. The silencing of CrPUB5 and CrPUB14, which are typically down-regulated under N starvation, induced 9.8%-45.0% and 14.4%-61.8% lipid accumulation, respectively. In contrast, the silencing of CrPUB11, CrPUB23 and CrPUB28, which are markedly up-regulated under N-free conditions, decreased the lipid content by 5.5%-27.8%, 8.1%-27.3% and 6.6%-27.9%, respectively. These results provide a useful reference for the identification and functional analysis of this gene family and fundamental information for microalgae lipid metabolism research.
Citation: Luo Q, Li Y, Wang W, Fei X, Deng X (2015) Genome-Wide Survey and Expression Analysis of Chlamydomonas reinhardtii U-box E3 Ubiquitin Ligases (CrPUBs) Reveal a Functional Lipid Metabolism Module. PLoS ONE 10(3): e0122600. https://doi.org/10.1371/journal.pone.0122600
Academic Editor: Douglas Andrew Campbell, Mount Allison University, CANADA
Received: October 22, 2014; Accepted: February 11, 2015; Published: March 30, 2015
Copyright: © 2015 Luo et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited
Data Availability: All relevant data are within the paper and its Supporting Information files.
Funding: This work was supported by the National Natural Science Foundation of China (31160050, 31360051), the Major Technology Project of Hainan (ZDZX2013023-1), the National Nonprofit Institute Research Grants (CATAS-ITBB110507, 130305), the Funds of Hainan Engineering and Technological Research (GCZX2011006, GCZX2012004, GCZX2013004), and the Natural Science Foundation of Hainan Province (313077, 314117). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Ubiquitin (Ub)-mediated protein degradation is a highly conserved process in eukaryotes. Ub, which is a small 76-amino acid protein, forms a multi-Ub chain that serves as a degradation tag. The covalent attachment of Ub polymers to specific proteins involves the following three-step reaction: 1) E1 (Ub-activating enzyme) consumes ATP and actives Ub; 2) activated Ub is transferred to E2 (Ub-conjugating enzyme), forming the E2-Ub intermediate; and 3) E2 interacts with E3 (ubiquitin-protein ligases), which binds the substrate and delivers Ub to the target [1]. The E3 ligase-mediated recruitment of substrates is the key to the specificity of ubiquitination. Thus, E3 ligases are a diverse gene family in plants. Plant E3s participate in signaling pathways and control the cell cycle, morphogenesis, stress responses, self-incompatibility and pathogen defenses [2,3]. In Arabidopsis thaliana, more than 1,400 different E3s genes have been predicted through comprehensive genome analysis [4,5].
Based on the subunit composition and action mechanism of E3s, these enzymes have been classified as single or multi-subunit ligases. The HECT and RING/U-box compose single-subunit ligases. The U-box protein was initially identified as an E4 ligase, the prototype of which is the yeast protein UFD2 [6]. UFD2 is required for the degradation of certain types of substrates, including a fusion protein with an NH2-terminal ubiquitin moiety. The UFD2 protein and its homologs in other eukaryotes share a conserved domain designated the ‘U box’. The U-box domain is a conserved 70-amino acid modified RING-finger domain that lacks the zinc-chelating cysteine and histidine residues that characterize most RING-finger domains [7]. Salt bridges and hydrogen bonds maintain the structure of U-box proteins. The U-box domain is directly relevant to the ubiquitin activity of U-box proteins. During ubiquitination, the U-box domain brings the E2 ligase in proximity to the E3-bound target for ubiquitination [8]; mutations in the U-box domain suppress ubiquitination [9]. Intriguingly, the database search revealed significantly more U-box protein-encoding genes in plant genomes compared with eukaryotic species. Arabidopsis and Oryza genomes contain 64 and 77 predicted plant U-box (PUB) members, respectively, whereas the yeast and human genomes contain only two and 21 U-box proteins, respectively [10,11]. The expansion of the plant U-box gene family suggests that these genes play diverse roles in cellular processes specific to plants.
Thus far, many studies examining the function of PUB E3 ligases have been reported. PUB E3 proteins have been implicated in many cellular processes, including seedling establishment, plant hormone responses, flowering, cell death, and abiotic and biotic stresses. Some upstream or target proteins of these ligases have also been identified (Table 1). The first characterized plant U-box E3 ubiquitin ligase was AtCHIP, which contains three additional tetratricopeptide repeats (TPRs). AtCHIP is responsible for the ubiquitination of protein phosphatase 2A (PP2A) and of the chloroplast proteins FtSH1 and ClpP4, which are involved in temperature stress and ABA responses and protein quality control in chloroplasts [12–14]. Plant U-box E3 ubiquitin ligases have multiple physiological functions in cells. For example, AtPUB13 and its Oryza ortholog protein SPOTTED LEAF11 (SPL11) both play important roles in spontaneous cell death (PCD), the salicylic acid (SA) response, biotrophic pathogen defense, and flowering time regulation [9,15,16]. In recent years, most PUB E3 ligases have been implicated in biological processes associated with abiotic stress responses. Loss-of-function and over-expression experiments have demonstrated that plant PUB ligases are either ABA-dependent or ABA-independent. AtPUB22/23 are negative regulators of drought responses, and this function is unaffected by ABA [17]. In contrast, AtPUB18/19, SAUL1/AtPUB43/44 and AtPUB9 are ABA-induced genes encoding plant U-box armadillo (Arm) repeat ubiquitin ligases. AtPUB18 and AtPUB19 are antagonistic proteins that act as negative regulators of ABA-mediated stomatal closure and water stress responses [18]. PUB44/SAUL1 has been implicated in leaf senescence via the negative regulation of ABA levels through AAO3, which catalyzes the last step in ABA biosynthesis [19]. In addition, several PUB proteins, such as AtPUB17, AtPUB20/21, NtACRE276, and NtCMPG1, have been implicated in plant pathogen defense [20–22]. Furthermore, many studies have shown that PUB proteins respond to plant growth hormones. For example, BnARC1 is necessary for the brassinosteroid (BR) self-incompatibility (SI) response [23], potato (Solanum tuberosum) PHOR1 protein is a positive regulator of gibberellin (GA) signaling [24], AtPUB4 controls the developmental fates of tapetal cells to ensure male fertility in parallel with the BR pathway [25], and OsTUD1 interacts with OsD1 to regulate BR-mediated growth [26]. Additional functions of PUB E3 ligases include nodulation in Lotus japonicas and Medicago truncatula (CERBERUS and MtPUB1, respectively [27,28]). Moreover, some PUB proteins participate in the nutrition starvation response: OsUPS responds to Oryza phosphate starvation [29], and AtPUB9, which was initially implicated in the ABA-mediated inhibition of seed germination, interacts with AtARK2 to form a signaling module (ARK2-PUB9) necessary for auxin-mediated lateral root development under phosphate starvation [30,31]. However, the function of PUB E3 ligases in many other plant species remains unclear, and the precise mechanism underlying the role of these proteins in physical responses is elusive. Specifically, little is known about the function of PUB proteins in microalgae.
Microalgae have recently gained much attention as a potential source of renewable biodiesel production [32]; however, the knowledge concerning the biological mechanism of lipid metabolism in these organisms is limited. Stress conditions, particularly nitrogen limitation, induce triacylglycerol (TAG) accumulation in algae. The effects of nitrogen starvation on C. reinhardtii gene expression and metabolism have been studied for decades [33–35]. The fatty acid profile analysis showed a marked increase in saturated (palmitic acid; stearic acid) and monounsaturated (palmitoleic acid; oleic acid) fatty acids under nitrogen-deficient conditions. C16/C18 fatty acid accumulation in plants after cultivation under N-starvation for 3 days could reach up to 90.29% of total fatty acids compared to the 74.23% of total fatty acids detected on day 0 under N-starvation [36]. The results of studies measuring the changes in mRNA and protein abundances in C. reinhardtii under N starvation have generated conflicting results. The abundances of mRNA and proteins involved in carbon assimilation (Calvin-Benson cycle enzymes, acetate uptake and chlorophyll biosynthesis), photosynthetic complexes, and ribosomes in N-starved cells were reduced, and similar trends in the RNA abundance of putative transcription factor and transcriptional regulator genes were observed following N starvation [33]. However, N starvation activated a series of genes involved in gametogenesis [37]. The proteins involved in nitrogen assimilation, amino acid metabolism, oxidative phosphorylation, glycolysis, and the TCA cycle were elevated under N-starvation compared with non-stressed cultures [38]. In addition, the proteins associated with the formation of oil bodies in C. reinhardtii under N starvation were primarily involved in metabolism, transport, vesicle trafficking, and redox [34]. Additionally, the enzymes for lipid metabolism were significantly altered. The proteins and mRNAs encoding components involved in early fatty acid biosynthesis (ACCase, ACP, and FAS) were transiently repressed under N starvation but recovered to the N-replete level between 12 and 24 h after transfer to N-free medium [39]. The enzymes that mediate lipid biosynthesis, such as acyltransferases specific for TAG biosynthesis and three glycerol-3-phosphate dehydrogenase isozymes, showed consistent increased expression under N-deprived conditions, indicating short-chain free fatty acid accumulation [40]. The functional analysis of lipid synthesis enzymes has become a research hotspot. Many genes associated with triacylglycerol accumulation, such as DGAT, PDAT and GPDH, have been characterized [41–43]. However, the involvement of E3 ubiquitin ligases in C. reinhardtii lipid metabolism remains unclear.
Ubiquitin was identified in C. reinhardtii as early as 1990 in response to heat shock and photoinhibition [44]. The ubiquitin system has been implicated in many processes throughout the C. reinhardtii cell, including circadian clock control, cilia and flagella disassembly, the abiotic stress response and environmental signal transmission [45,46]. Using comparative genomics, the sequences of genes encoding E3 ligases in C. reinhardtii have been compared with other eukaryotic ubiquitin ligase genes [47]. In the present study, we performed a homologous sequence search in the C. reinhardtii genome and proteome to obtain a preliminary understanding of CrPUB E3 ubiquitin ligases. In addition, we analyzed the mRNA abundance of CrPUB genes under nitrogen starvation through real-time quantitative or semi-quantitative RT-PCR. The expression of CrPUB genes markedly changed under nitrogen starvation, and these genes were selected for further analysis through RNA interference. The lipid content in RNA interference transformants was examined. Taken together, these results suggest an important role for CrPUB E3 ubiquitin ligases in lipid metabolism in C. reinhardtii.
Materials and Methods
Identification of U-box-containing proteins in C. reinhardtii
The latest version (V5.5) of the C. reinhardtii genome and protein sequences was downloaded from the Phytozome V10.0 database (http://phytozome.jgi.doe.gov/pz/portal.html). BLASTP analysis was performed using the published plant U-box proteins (Arabidopsis and Oryza PUB proteins) as query sequences, with an E-value cutoff of 1e-005. Only non-redundant full-length sequences containing more than 60 residues were considered, and these CrPUB protein sequences were identified through PFAM (http://pfam.sanger.ac.uk) and SMART (http://smart.embl-heidelberg.de/). Moreover, conserved protein motifs were predicted using PROSITE (http://prosite.expasy.org/) and MEME (http://meme.nbcr.net/meme/). The molecular weights and isoelectric points of proteins were predicted using Expasy (http://web.expasy.org/compute_pi/). The potential sub-cellular locations of these CrPUB proteins were predicted using WoLF PSORT [48].
Phylogenetic analysis
Multiple sequence alignments were generated using ClustalX 2.1, and the alignments were edited using the GeneDoc 2.7 sequence editor. Maximum-likelihood (ML) trees were constructed using PhyML (approximate likelihood ratios analysis) [49]. Mega6 was used to generate neighbor-joining (NJ) trees [50]. In total, 1000 bootstrap replicates were performed to establish the reliability of the NJ and ML trees. The evolutionary tree diagrams were edited using FigTree 1.41 software (http://tree.bio.ed.ac.uk/software/figtree/). The gene clusters were generated based on the results of the alignments.
Sequence properties and chromosomal locations
The structures of CrPUB genes were generated online using the Gene Structure Display Server (GSDS) (http://gsds.cbi.pku.edu.cn/). The protein motif annotation was performed using the SMART program. The duplication patterns of the U-box genes were analyzed based on their locations in the C. reinhardtii genome. The starting position of each CrPUB gene was obtained from the Chlamydomonas sequencing database. The locations of 30 CrPUB genes were drafted using MapInspect software (http://www.plantbreeding.wur.nl/uk/software_mapinspect.html). The candidate CrPUB genes were shown from the top to the bottom on C. reinhardtii chromosomes according to their positions. The homologous chromosome segments were detected using a synteny plot in Plaza (http://bioinformatics.psb.ugent.be/plaza/versions/pico-plaza/synteny/index). The CrPUB genes were subjected to BLAST analysis in Plaza, and their duplication patterns were detected using a synteny plot.
Microalgae strains and culture conditions
The C. reinhardtii strain CC124 was used in nitrogen starvation experiments. The strains were incubated under continuous illumination (180 μmol m-2 s-1) on an orbital shaker (220 rpm) at 24°C with standard CO2 levels. The cells were initially cultured photoautotrophically to the mid-logarithmic phase in high-salt (HSM) medium. These pre-cultured cells were collected by centrifugation and resuspended at a density of 0.5–1.0×106 cells/mL in HSM lacking nitrogen (HSM-N). For transformation, the C. reinhardtii cell wall defect strain CC425 was grown in Tris/acetate/phosphate (TAP) medium under the same conditions.
Gene expression analysis
Three independent populations of 4-day-old cells grown in HSM or HSM-N were collected. The cells were frozen in liquid nitrogen, and total RNA was isolated using TRIzol (Invitrogen). Total RNA was treated with DNAse and purified using an RNeasy Mini Kit (Qiagen). cDNA was synthesized using a PrimeScript Double Strand cDNA Synthesis Kit (TaKaRa) according to the manufacturer’s instructions. Target gene expression patterns were measured by real-time quantitative PCR using an Agilent StrataGene Mx3005. The PCR reactions was performed using a SYBR Premix Ex Taq Kit (Takara), and the PCR conditions included denaturation at 95°C for 5 min, followed by 35 cycles of denaturation at 95°C for 1 min, annealing at 60°C for 30 s, and extension at 72°C for 20 s. 18S rRNA was used to normalize the expression ratio. The primers used in the present study are listed in S1 Table. Semi-quantitative RT-PCR was performed in a final volume of 20 μL containing 2 μL of diluted cDNA, 10 μL of 2X Premix Taq Mix version 2.0 (TaKaRa), and 200 nM of forward and reverse primers (S1 Table).
RNAi experiments
The genes significantly down- or up-regulated by N starvation were selected for further analysis using RNA interference experiments. Two sets of RNAi primers for each gene were used to generate CrPUB gene-specific dsRNA. The primer sequences are shown in S2 Table. Primer set A was applied for amplifying the fragments from the non-conservative domain-encoding region, and primer set B was applied for randomized design. The pMaa7IR/E3sIR vectors were constructed as described previously [51]. For transformation, C. reinhardtii CC425 was grown in TAP medium to a cell density of 1–2×106 cells/mL. The cells were collected and resuspended at a cell density of 1×108 cells/mL. The transformation was performed using glass beads with 2 μg of plasmid DNA. To facilitate the induction of RNAi, the cells were plated on selective media containing 1.5 mM L-tryptophan, 5 μg/mL paromomycin and 5 μM 5-FI after recovering for 1 day. The resistant strains were tested by quantitative PCR to verify the suppression of mRNA expression.
Lipid content assay
To determine the lipid contents of the RNAi transformants, the Nile red fluorescence method was applied according to Chen [52]. Briefly, the cells were resuspended in 200 μL of staining solution containing 25% (v/v) DMSO and 0.5 μg mL-1 Nile red dye for 10 min, and then fluorescence detection (FD) was performed using a Glomax-Multi Detection System (Promega), with excitation and emission wavelengths of 530 nm and 575 nm, respectively. Triolein (Sigma) was used as the lipid standard. The cell density (numbers/L) was determined using a cell counting method. The lipid content (ng/106 cells) was calculated using the following equation: [0.0004×FD(530/575)-0.0038]×0.05/cell numbers.
For microscopic analyses, the cells were stained with Nile red (10 g/m3 final concentration), and the images were acquired using a Nikon 80i fluorescence microscope. Nile red signals were captured at an excitation wavelength of 480 nm, and the emission was collected between 560 and 600 nm.
Results
Characterization of CrPUB proteins in C. reinhardtii
To identify the U-box proteins in C. reinhardtii, we first collected the known PUB gene sequences from Arabidopsis thaliana (AtPUB1-AtPUB64) and Oryza sativa (OsPUB1-OsPUB77) and then performed a BLASTP search in the C. reinhardtii V5.5 proteome database using these sequences as queries. SMART and Pfam analyses were performed to remove putative pseudogenes and incorrectly annotated genes, resulting in the identification of 30 members through either SMART (SM00504) or Pfam (PF04564). The 30 non-redundant U-box genes in C. reinhardtii were named CrPUB1-CrPUB30. The features of the 30 CrPUB genes, including the gene locus, chromosome position, open reading frame (ORF) and amino acid lengths, protein predicted molecular weights and isoelectric points (pIs) are listed in Table 2. The encoded CrPUBs varied from 207 to 4072 amino acids (aa) in length, with an average of 1100 aa. The isoelectric points of the 30 CrPUB genes ranged from 4.40 (CrPUB27) to 9.40 (CrPUB14). The CrPUB sub-cellular locations were predicted using the WoLF PSORT program. CrPUBs were distributed throughout the entire cell, primarily in the chloroplasts and nuclei.
Domain organization of the CrPUB E3 ligases
Using PROSITE and MEME prediction, the 30 CrPUB E3 ligases were reconfirmed as U-box ubiquitin ligases. Multi-sequence alignment of the U-box motifs in the CrPUB proteins showed that the U-box domain is conserved in all 30 CrPUBs (Fig 1). Eukaryotic U-box and RING-finger proteins possess consensus sequences, including hydrophobic (LIYFWVMA) and aliphatic (LIVAM) sequences. In U-box proteins, the metal-chelating residues have been replaced partially or completely in the conserved RING-finger domains [53]. The critical conserved amino acid residues in the U-box domains of CrPUBs are PLIVM (Fig 1). The average length of the U-box domains in CrPUBs is 74 aa, with the shortest being a 59-aa motif in CrPUB25 and the longest being an 86-aa motif in CrPUB24. In addition to the U-box, various other protein domains/motifs are present in CrPUB E3 ubiquitin ligases (Fig 2C). In total, 13 conserved additional domains, except the U-box domain, were predicted in CrPUB proteins, such as WD40, TPR, ankyrin, RRM, VWA, IIGP, STKc, SPRY, STYKc, AThook, MiB_HERCI, coiled-coil region and transmembrane motifs (Fig 2C). Most of the additional domains of CrPUB proteins harbor coiled-coil regions and an ankyrin repeat domain. The numbers of CrPUB ligases containing coiled-coil regions, Ank repeats and a U-box domain are 7, 5 and 7, respectively.
The U-box domains in CrPUB proteins were predicted using PROSITE and MEME programs. Their sequences were aligned using ClustalX 2.1, and the alignments were edited using the GeneDoc 2.7 sequence editor. Black, gray and light gray shading indicates the identities and similarities among these sequences as 100%, 80%, and 60%, respectively.
A. An unrooted tree summarizing the evolutionary relationships among the 30 members of the CrPUB family. Multiple alignments of the 30 PUB protein sequences from C. reinhardtii were conducted using ClustalX 2.1. The phylogenetic tree was constructed using PhyML3.01 and the ML method with 1,000 bootstrap replicates. The numbers on each node are Shimodaira-Hasegawa-like test indices of statistical support provided by PhyML. Bar = 2.0 is a branch length that represents the number of amino acid substitutions per site. The tree shows the 3 phylogenetic subfamilies (numbered I to III and marked with different color backgrounds) with high predictive values. B. Intron/exon structure: The gene structures were drawn using the online tool GSDS. As shown in the legend, the exons and introns are indicated by green rectangles and thin lines, respectively. The untranslated regions (UTRs) are indicated by blue boxes. The sizes of exons and introns can be estimated using the scale shown at the bottom. C. Schematic representation of the conserved motifs in the 30 CrPUB proteins elucidated using SMART and PROSITE online. The different domains are indicated by different colored boxes denoted at the bottom right corner. The lengths of the proteins and motifs can be estimated using the scale shown at the bottom.
Classification of U-box proteins in C. reinhardtii
We constructed an evolutionary tree of the CrPUB proteins using PhyML with the ML method. According to the phylogenetic analysis, the 30 CrPUB proteins were divided into 3 subfamilies, designated I, II and III (Fig 2A). Although the proteins with low bootstrap values were not classified into subfamilies, these proteins were considered in additional analyses. The only U-box domain-containing protein assemblies in subfamily I contained proteins with U-box domains at the C-terminus. Most subfamily I proteins also contained transmembrane domains. The subfamily II genes are the longest in the CrPUB family, encoding proteins with the highest average amount of amino acids. The U-box motifs in subfamily II proteins are primarily located at the N-terminus and in the middle of the proteins, except CrPUB8 and CrPUB17 (Fig 2C). The CrPUB proteins possessing ankyrin repeat domains were not divided into a subfamily primarily because of the number of domains and because the amino acids conjugating the domains are extremely various (Fig 2).
Gene structure and gene duplication of CrPUB genes
To obtain further insight into the structural diversity of CrPUB genes, the genomic structures of the CrPUB genes, including the numbers and lengths of introns/exons, were analyzed using GSDS (Fig 2B). According to the intron/exon architectures of the CrPUB genes, multiple introns exist in these genes; even CrPUB19, which is composed of the least number of amino acids, contains 7 introns. The protein with the least number of introns is CrPUB3, which is most homologous with the AtPUB proteins (Fig 3). The longest exon was observed in CrPUB25, with a length of 8.3 kb. Unfortunately, no obvious regularity in the intron/exon structures was found within the same subfamilies. The lengths and numbers of introns were markedly different between each subfamily (Fig 2). For example, in subfamily I, the number of introns varied from 5 to 27, and the length of the introns ranged from 250 bp to 1.5 kb.
The amino acid sequences of U-box proteins from the two proteomes were used for analysis. The unrooted tree was inferred using Mega 6.0 software and the neighbor-joining method with 1000 bootstrap replicates. The CrPUB proteins are indicated in pink font; only the Arabidopsis thaliana and C. reinhardtii homologous branches show the bootstrap values as percentages.
According to the starting position of CrPUB genes on the chromosome, the 30 CrPUB genes were not evenly distributed among the 14 chromosomes, except for chromosomes 2, 4, and 7 (Fig 4). Chromosome 10 contains the most CrPUB genes (six), and five CrPUB genes are on chromosome 9. The longest chromosome (chromosome 12) in C. reinhardtii has four CrPUB genes. Three CrPUB genes were identified on chromosome 3, while two CrPUB genes were mapped to chromosomes 13 and 17. In contrast, a majority of chromosomes possess only one CrPUB gene, including chromosomes 1, 5, 6, 8, 11, 14, 15 and 16. In C. reinhardtii, only five CrPUB genes were identified in two gene clusters that were found on chromosomes 9 and 10 (Fig 4). The gene duplication events of these 30 CrPUB genes were analyzed using PLAZA software. Only two tandem repeat genes, CrPUB15 and CrPUB16, were observed in subgroup III in C. reinhardtii, which were deduced according to the genomic locations (Fig 4).
The locations of the 30 CrPUB genes were drafted using MapInspect software, and their duplication patterns were detected using a synteny plot in Plaza. The chromosome numbers and sizes are shown at the top of each chromosome. Each CrPUB gene on the chromosome is displayed on the left side according to the approximate physical location. The tandem gene duplications are indicated in red. The blue line indicates a gene cluster.
Relationship between CrPUB and AtPUB proteins
The presence of a variety of additional domains in CrPUB proteins makes the grouping of these proteins more sophisticated than that for AtPUB and OsPUB proteins. To investigate the evolutionary relationships between the PUB proteins in C. reinhardtii and Arabidopsis, we performed a phylogenetic analysis of CrPUB and AtPUB proteins to construct a phylogenetic tree (Fig 3). First, the full-length PUB proteins were aligned using ClustalX 2.1, and subsequently, a phylogenetic tree was generated using the neighbor-joining method. For statistical reliability, we conducted bootstrap analysis with 1000 replicates. The phylogenetic tree showed that the CrPUB proteins are extremely different from AtPUB proteins (Fig 3); only CrPUB3 showed slight homology with AtPUBs. AtPUB42, 43, 44, AtCHIP and AtUBE4 showed some similarity with CrPUB proteins; however, the bootstrap values were low in these nodes. These results suggest that the CrPUB proteins markedly differ from the AtPUB proteins.
The expression patterns of CrPUB genes under nitrogen starvation
In C. reinhardtii, lipid droplets accumulate under nitrogen (N) starvation (Fig 5). Because the gene expression patterns often imply gene function, we examined the expression patterns of C. reinhardtii PUB genes in cells cultured in nitrogen starvation medium (HSM-N) for 0, 2, 4 and 6 days. The full-length cDNA sequences of CrPUB genes were obtained from Phytozome V10.0. Quantitative RT-PCR (qPCR) primers, which were designed using Primer Premier software version 5.0, are shown in S1 Table. The transcript abundances of CrPUB genes were analyzed using real-time quantitative PCR. As shown in Fig 6, 23 CrPUB genes were broadly expressed in C. reinhardtii maintained in both HSM and HSM-N for 0, 2, 4 and 6 days. In total, 15 up-regulated CrPUB genes were detected according to the qPCR results (Fig 6A). Among these genes, CrPUB18 and CrPUB28 dramatically increased several hundred times more than those detected in the cells grown under normal N conditions. In total, 8 CrPUB genes displayed induced expression in cells upon N depletion, and the transcript levels reached their highest values after N starvation for 6 days. CrPUB25, CrPUB28 and CrPUB29 expression was sensitive to N starvation; these genes were induced at 2 days under nitrogen starvation. CrPUB1, CrPUB18, CrPUB22 and CrPUB23 showed peaked transcription at 4 days following the removal of N from the nutrient solution (Fig 6A). In contrast, only 5 CrPUB genes, including CrPUB3, CrPUB5, CrPUB14, CrPUB17 and CrPUB27, were down-regulated under N starvation conditions (Fig 6B). The expression levels of these genes were lowest after 4 days under N starvation conditions. The analysis of the expression of CrPUB9, CrPUB26 and CrPUB30 genes showed that mRNA transcription was not affected under N starvation (Fig 6C).
Microalgae cells were cultured in HSM and HSM-N for 4 days. The cell culture medium turned yellow when grown under N starvation. The nonpolar lipid in cells was stained using Nile red and imaged using a Nikon 80i fluorescence microscope. The lipid drops are shown as yellow dots under dark field. Red indicates chlorophyll autofluorescence. The upper panel shows cells grown in HSM, and the lower panel shows cells grown in HSM-N. From left to right: cell culture fluids, bright field images and fluorescent images. Scale bar = 5 μm.
A. N starvation up-regulated the mRNA expression of 15 CrPUB genes as shown by real-time PCR analysis. B. The transcription of 5 CrPUB genes was repressed under N starvation. C. CrPUB9, CrPUB 26 and CrPUB30 were all expressed under both N starvation and normal conditions; however, no relationship between mRNA abundances and N starvation was found. C. reinhardtii CC124 were pre-cultured in HSM to the mid-logarithmic phase, followed by centrifugation and resuspension in HSM and HSM-N with continued culturing for 0, 2, 4, 6 days. The cells were collected, and the RNA samples were isolated. The gene transcript levels were determined using real-time quantitative PCR. All expression values were normalized to the value of the 18S rRNA gene. The relative amounts were calibrated based on the number of transcripts of the corresponding genes in cells maintained in HSM-N for 0 days. The data are shown as the means (±SD, n = 3). Significance is indicated as *P<0.05, **P<0.01. The hollow circles represent CrPUB gene mRNA abundances under N starvation, and the solid circles represent CrPUB gene mRNA abundances under normal conditions.
Because 7 CrPUB genes showed no CT values during real-time quantitative PCR, we performed semi-quantitative PCR using RNA isolated from cells grown in HSM and HSM-N for 2, 4 and 6 days (Fig 7). CrPUB8 and CrPUB16 showed no expression in either HSM or HSM-N. However, CrPUB2, CrPUB7 and CrPUB13 were expressed only when cultured in complete medium and displayed a relatively low level of expression. CrPUB6 showed weak expression in N-deficient medium and no expression in HSM. CrPUB24 expression was significantly induced under N starvation for 4 and 6 days, but no transcript was detected in HSM after 2 days under N starvation.
Microalgae cells were grown in complete (HSM) and N-starvation (HSM-N) media for 2, 4 and 6 days. Semi-quantitative PCR analyses were performed. The 18S rRNA gene was used as an internal control.
RNAi-mediated silencing of CrPUB genes affects the oil content in C. reinhardtii
Five CrPUB genes, including CrPUB5, -11, -14, -23 and -28, displayed dramatically affected mRNA expression under nitrogen starvation and were selected for additional analyses using RNAi experiments. The fragments were subcloned into the pMaa7IR/XIR vector in sense and antisense directions interrupted by the 18S intron under the CaMV35S promoter. The vector constructs were transformed into C. reinhardtii CC425 using the glass bead method. The cells were collected from at least 30 transgenic lines in each case, and their CrPUB gene transcript levels were determined by qRT-PCR. Moreover, we selected three highly suppressed lines in each CrPUB constitutive RNAi group (Fig 8). We also included three empty vector-transformed lines and wild type CC425 as controls. All transgenic lines and controls were cultivated in HSM for 12 days before measuring the oil content using the Nile red fluorescence method. In CrPUB5 and CrPUB14 RNAi lines, which were generated using primer set A, the lipid content increased by 26.5%-45.0% and 14.4%-61.8%, respectively (Fig 9A). In contrast, transgenic lines carrying the siRNA against CrPUB11, CrPUB23 and CrPUB28 exhibited decreased lipid contents. The oil contents of algae transformed with CrPUB11, CrPUB23 and CrPUB28 RNAi constructs decreased by 6.5%-27.8%, 10.5%-27.3% and 18.4%-27.9%, respectively (Fig 9A). We conducted the gene silencing experiments using another set of primers (set B) and obtained three RNA silencing lines for each CrPUB gene. Among them, CrPUB5 and CrPUB14 RNAi algae exhibited the highest lipid accumulation, showing approximately 10.0%-21.3% and 18.0%-28.4% higher accumulation, respectively, than that observed in control lines. The lipid contents of CrPUB11, CrPUB23 and CrPUB28 RNAi lines decreased by 5.5%-8.5%, 8.1%-11.5% and 6.6%-13.6%, respectively (Fig 9B). No obvious differences were found between the lipid contents of CrPUB RNAi lines generated using primer sets A and B (Fig 9). The observation that the RNAi-mediated silencing of the expression of five CrPUB genes affected the lipid content suggested that these five CrPUB genes are involved in the biosynthesis of lipids in C. reinhardtii. Similar results were obtained from the Nile red staining analysis; a few oil droplets with yellow florescence were detected in CrPUB11, CrPUB23 and CrPUB28 RNAi transgenic strains, and more oil droplets were observed in CrPUB5 and CrPUB14 RNAi transgenic algae (Fig 10A). The microscopy analysis of the RNAi lines obtained using primer set B showed reduced lipid synthesis in cells containing CrPUB11, CrPUB23 and CrPUB28 RNAi lines, while cells containing CrPUB5 and CrPUB14 RNAi lines showed oil accumulation (Fig 10B).
(A) CrPUB gene transcript levels in RNAi lines containing the constructs harboring the fragments amplified using primers set A as the dsRNA. (B) CrPUB gene transcript levels in RNAi lines containing the constructs harboring the fragments amplified using primers set B as the dsRNA. The dsRNA was obtained from RT-PCR amplification and subcloned into pMaa7IR/XIR. The constructs were transformed into CC425 using the glass bead method. In total, at least 30 resistant strains were selected in each case. CrPUB gene transcript levels were determined by real-time RT-PCR, with the 18S rRNA gene used as an internal control. The height of each column presents the relative gene expression compared with that in wild type CC425 strains. The examined gene transcription levels in empty-vector transformants are shown as Maa7-RNAi. The gene abundances in CrPUB5, CrPUB11, CrPUB14, CrPUB23 and CrPUB28 RNAi lines are shown from the top to bottom, respectively. Significant differences were observed between the RNAi lines and the controls (**P<0.01 Duncan’s post-test). The data are presented as the means of three replicates from one experiment. The error bars represent SD.
(A)The lipid contents in the RNAi lines containing the constructs harboring the fragments amplified using primer set A as the dsRNA. (B) The lipid content in RNAi lines containing the constructs harboring the fragments amplified using primers set B as the dsRNA. The CrPUB gene RNAi lines were cultured in HSM for 12 days. The cells were resuspended in 200 μL of Nile red staining solution, followed by FD. The lipid content (ng/106 cells) was calculated using the equation mentioned previously. Both the wild type CC425 and empty-vector transformants Maa7-RNAi were presented as controls. Significant differences were assessed using ANOVA. The p-values indicate the level of significance for differences between RNAi lines and wild type (*P<0.05, **P<0.01). The data are expressed as the means±SD of 3 replicates. CrPUB5 and CrPUB14 gene silencing induced lipid accumulation, and CrPUB11, CrPUB23 and CrPUB28 gene silencing showed the opposite effect.
(A) Fluorescence microscopy for the detection of nonpolar lipid accumulation using Nile red staining of CrPUB RNAi lines containing the constructs harboring the fragments amplified using primer set A as the dsRNA. (B) Fluorescence microscopy for the detection of nonpolar lipid accumulation using Nile red staining of CrPUB RNAi lines containing the constructs harboring the fragments amplified using primer set B as the dsRNA. After culturing in HSM for 12 days, the cells of the RNAi lines were stained with Nile red and imaged using a Nikon 80i fluorescence microscope. Yellow fluorescence signals indicate lipid drops, while the red background indicates chlorophyll autofluorescence. Scale bars = 5 μm. Each picture represents a bright field image (left) and a fluorescent image (right).
Discussion
U-box proteins have been identified in all eukaryotic organisms, including fungi, plants and animals. Previous studies have shown that U-box proteins play a variety of important roles in many cellular processes [3]. Accumulating evidence suggests that plant U-box proteins (PUB) are critical for plant growth and development. The features and functions of the PUB gene family have been identified and analyzed in Arabidopsis and Oryza [10,25,54]. A genome-wide analysis of the PUB genes in the model microalgae C. reinhardtii would provide more information concerning this gene family. In the present study, 30 C. reinhardtii PUB proteins were identified and characterized in detail (Table 2). The number of U-box containing genes in C. reinhardtii was approximately less than half of that present in Arabidopsis and Oryza [10]. These findings may suggest that the number of PUB genes in the three species is associated with the total gene number because the gene number in C. reinhardtii is nearly half of the Arabidopsis gene number and one-third of the Oryza gene number [55].
All CrPUB proteins contain a complete and conserved U-box domain (Fig 1), which contributes to E3 ubiquitin ligase activities. Mutations in U-box motifs often disrupt the structure and function of these enzymes [9,56]. Furthermore, additional conserved domains have been identified in PUB proteins; these additional motifs also assume important functions in protein reactions. The classification of plant U-box E3 ligase is different from that of other gene families, and this classification is not based on gene homology but on the presence or organization of additional domains, except the U-box [54]. In Oryza and Arabidopsis, 8 and 7 groups of PUBs, with additional domains have been identified, respectively. These additional domains are as follows: ARM, STK, WDR, TPR, LRR, UFD2, GKL-box, and MIF4G [57]. Arabidopsis and Oryza PUB proteins possess the same types of PUB proteins, but CrPUB proteins possess different types and numbers of additional domains (Fig 2C), suggesting that U-box ligases in unicellular algae are involved in ubiquitin-dependent degradation, with specific activities compared with those in advanced plants. Based on the protein structures, an interesting phenomenon was observed, namely, the Arm-PUB subfamily, which contains the highest number of PUB family members in both Arabidopsis and Oryza, does not exist in C. reinhardtii [58]. The arm domain present in AtPUB and OsPUB is necessary for substrate conjugation during ubiquitination and plasma membrane association [59]. Arm repeat proteins also exist in C. reinhardtii, but have not been identified in the PUB protein family, suggesting that the functions of CrPUB proteins are irrelevant to the Arm repeat domain, unlike higher plant PUB proteins. However, the ankyrin repeat domains contained in the ANK protein family, which is another crucial superfamily in higher plants, have been observed frequently in the CrPUB family. Plant ANK proteins play major roles in the regulation of cell differentiation and development in response to disease resistance and stress [60–62]. In total, 5 CrPUB proteins harboring ANK repeat domains mediate ubiquitination. Whether this function relies on ANK repeat domains requires further studies. Furthermore, the proportion of CrPUB proteins only containing a U-box domain among the total number of U-box ligases in C. reinhardtii is higher than that in higher plants, suggesting that CrPUB proteins interact with substrates in a simpler manner.
Microalgae have been considered the original ancestors of plant in evolutionary analysis. In the present study, significant differences between CrPUB and AtPUB proteins were observed through phylogenetic analysis (Fig 3). These phenomena suggested that CrPUB proteins are more diverse in protein regulation functions than higher plant PUB proteins. In the present study, the 30 CrPUB proteins were divided into three subfamilies based on phylogenetic analysis but not according to the type of the additional motifs in the PUB proteins as reported previously [10] because the 30 CrPUB proteins contained 13 additional motifs and because some proteins possess more than two types of additional domains. Some genes were difficult to assign to any subfamilies because of the low bootstrap values in the clades. Interestingly, CrPUB3, the nearest related protein to AtPUBs, cannot be classified into any subfamilies in C. reinhardtii.
In the present study, the exon/intron structures of CrPUB genomic sequences were markedly different, even within the same subfamily. The diversity in the position and number of introns in CrPUB genes might be associated with the critical roles of CrPUB proteins in protein interactions and in regulating different cellular processes. In total, 30 CrPUB genes possessing two gene clusters were distributed among chromosomes 9 and 10, and one tandem gene duplication was also identified (Fig 4), which is far less than that detected in Arabidopsis and Oryza. This finding may be associated with the number of PUB genes present in the three species.
Previous studies have demonstrated that the plant U-box family is involved in nutrient defect responses, organ morphogenesis, stress responses and disease resistance in plants [18,31,63,64]. Nitrogen is an important nutrient element that influences lipid/carbohydrate accumulation in various species of microalgae [65]. In the present study, we identified 25 CrPUB genes involved in responses to nitrogen starvation through quantitative or semi-quantitative RT-PCR analysis. The results the gene expression analyses (Fig 6 and Fig 7) showed 18 CrPUB genes with significantly higher expression levels when the cells were maintained in N-deficient medium. In addition, 7 CrPUB genes showed inhibited expression under N starvation. U-box proteins were identified as E3 ligases involved in protein ubiquitination. The fact that most of the CrPUB genes promoted expression under N-free conditions may indicated that U-box proteins accumulate in C. reinhardtii to adjust metabolic pathways to adapt to the N-deficient environment. However, the 30 CrPUBs were divided into 3 subfamilies based on close evolutionary relationships, with different expression profiles in each subfamily. The different expression profiles suggest that these CrPUB genes participate in different molecular mechanisms involving host adaptation to complicated environmental challenges. Notably, CrPUB16 was not detected in any condition, while the highly homologous gene CrPUB15 showed induced transcript levels under N starvation. This finding may reflect the presence of CrPUB16 pseudogenes in C. reinhardtii.
One of the primary effects of nitrogen starvation on microalgae is that nitrogen starvation leads to oil accumulation compared with normal conditions (Fig 5). The expression of CrPUB genes was associated with nitrogen starvation conditions. However, the oil content was significantly affected in selected CrPUB RNAi expression transformants. Nitrogen starvation down-regulated CrPUB5 and CrPU14 expression but resulted in increased lipid synthesis when these genes were silenced, in contrast to the up-regulated CrPUB genes CrPUB11, CrPUB23 and CrPUB28 (Fig 9 and Fig 10). Taken together, these results suggested that CrPUB genes play roles in oil metabolism in cells. C. reinhardtii is an important model unicellular organism that is widely used in physiological, genetic and molecular studies of microalgae. The present study has identified and characterized the PUB genes in C. reinhardtii. These findings should provide important information concerning protein regulation in microalgae oil metabolism for guiding future experimental work on CrPUB genes in this model species.
Supporting Information
S1 Table. The primers of CrPUB genes used for real-time quantitative RT-PCR.
https://doi.org/10.1371/journal.pone.0122600.s001
(PDF)
S2 Table. Primers sequences of the 5 selected CrPUB genes for RNAi expression analysis.
A: The primers used for the amplification of RNAi expression fragments from non-conserved domain-encoding regions. B: Primers randomized in design for the amplification of RNAi expression fragments. The sequence, length, Tm, GC% and product sizes of the primers are shown in the table.
https://doi.org/10.1371/journal.pone.0122600.s002
(PDF)
Author Contributions
Conceived and designed the experiments: XDD. Performed the experiments: QLL YJL. Analyzed the data: QLL YJL. Contributed reagents/materials/analysis tools: XWF. Wrote the paper: QLL XDD WQW XWF.
References
- 1. Smalle J, Vierstra RD. The ubiquitin 26S proteasome proteolytic pathway. Annu Rev Plant Biol. 2004; 55: 555–590. pmid:15377232
- 2. Lee JH, Kim WT. Regulation of abiotic stress signal transduction by E3 ubiquitin ligases in Arabidopsis. Mol Cells. 2011; 31: 201–208. pmid:21347703
- 3. Chen L, Hellmann H. Plant E3 ligases: flexible enzymes in a sessile world. Mol Plant. 2013; 6: 1388–1404. pmid:23307436
- 4. Kraft E, Stone SL, Ma L, Su N, Gao Y, Lau OS, et al. Genome analysis and functional characterization of the E2 and RING-type E3 ligase ubiquitination enzymes of Arabidopsis. Plant Physiol. 2005; 139: 1597–1611. pmid:16339806
- 5. Hua Z, Zou C, Shiu SH, Vierstra RD. Phylogenetic comparison of F-Box (FBX) gene superfamily within the plant kingdom reveals divergent evolutionary histories indicative of genomic drift. PLoS One. 2011; 6(1):e16219. pmid:21297981
- 6. Koegl M, Hoppe T, Schlenker S, Ulrich HD, Mayer TU, Jentsch S. A novel ubiquitination factor, E4, is involved in multiubiquitin chain assembly. Cell. 1999; 96: 35–644. pmid:9989495
- 7. Aravind L, Koonin EV. The U box is a modified RING finger—a common domain in ubiquitination. Curr Biol. 2000; 10: R132–134. pmid:10704423
- 8. Pringa E, Martinez-Noel G, Muller U, Harbers K. Interaction of the ring finger-related U-box motif of a nuclear dot protein with ubiquitin-conjugating enzymes. J Biol Chem. 2001; 276: 19617–19623. pmid:11274149
- 9. Zeng LR, Qu S, Bordeos A, Yang C, Baraoidan M, Yan H, et al. Spotted leaf11, a negative regulator of plant cell death and defense, encodes a U-box/armadillo repeat protein endowed with E3 ubiquitin ligase activity. Plant Cell. 2004; 16: 2795–2808. pmid:15377756
- 10. Zeng LR, Park CH, Venu RC, Gough J, Wang GL. Classification, expression pattern, and E3 ligase activity assay of rice U-box-containing proteins. Mol Plant. 2008; 1: 800–815. pmid:19825583
- 11. Yee D, Goring DR. The diversity of plant U-box E3 ubiquitin ligases: from upstream activators to downstream target substrates. J Exp Bot. 2009; 60: 1109–1121. pmid:19196749
- 12. Yan J, Wang J, Li Q, Hwang JR, Patterson C, Zhang H. AtCHIP, a U-box-containing E3 ubiquitin ligase, plays a critical role in temperature stress tolerance in Arabidopsis. Plant Physiol. 2003; 132: 861–869. pmid:12805616
- 13. Luo J, Shen G, Yan J, He C, Zhang H. AtCHIP functions as an E3 ubiquitin ligase of protein phosphatase 2A subunits and alters plant response to abscisic acid treatment. Plant J. 2006; 46: 649–657. pmid:16640601
- 14. Shen G, Yan J, Pasapula V, Luo J, He C, Clarke AK, et al. The chloroplast protease subunit ClpP4 is a substrate of the E3 ligase AtCHIP and plays an important role in chloroplast function. Plant J. 2007; 49: 228–237. pmid:17241447
- 15. Liu J, Li W, Ning Y, Shirsekar G, Cai Y, Wang X, et al. The U-Box E3 ligase SPL11/PUB13 is a convergence point of defense and flowering signaling in plants. Plant Physiol. 2012; 160: 28–37. pmid:22659522
- 16. Gao T, Liu Z, Wang Y, Cheng H, Yang Q, Guo A, et al. UUCD: a family-based database of ubiquitin and ubiquitin-like conjugation. Nucleic Acids Res. 2012; 41: D445–451. pmid:23172288
- 17. Cho SK, Ryu MY, Song C, Kwak JM, Kim WT. Arabidopsis PUB22 and PUB23 are homologous U-Box E3 ubiquitin ligases that play combinatory roles in response to drought stress. Plant Cell. 2008; 20: 1899–1914. pmid:18664614
- 18. Seo DH, Ryu MY, Jammes F, Hwang JH, Turek M, Kang BG, et al. Roles of four Arabidopsis U-box E3 ubiquitin ligases in negative regulation of abscisic acid-mediated drought stress responses. Plant Physiol. 2012; 160: 556–568. pmid:22829319
- 19. Raab S, Drechsel G, Zarepour M, Hartung W, Koshiba T, Bittner F, et al. Identification of a novel E3 ubiquitin ligase that is required for suppression of premature senescence in Arabidopsis. Plant J. 2009; 59: 39–51. pmid:19309463
- 20. Yang CW, Gonzalez-Lamothe R, Ewan RA, Rowland O, Yoshioka H, Shenton M, et al. The E3 ubiquitin ligase activity of arabidopsis PLANT U-BOX17 and its functional tobacco homolog ACRE276 are required for cell death and defense. Plant Cell. 2006; 18: 1084–1098. pmid:16531496
- 21. Gonzalez-Lamothe R, Tsitsigiannis DI, Ludwig AA, Panicot M, Shirasu K, Jones JD. The U-box protein CMPG1 is required for efficient activation of defense mechanisms triggered by multiple resistance genes in tobacco and tomato. Plant Cell. 2006; 18: 1067–1083. pmid:16531490
- 22. Kobayashi S, Tsugama D, Liu S, Takano T. A U-Box E3 ubiquitin ligase, PUB20, interacts with the Arabidopsis G-protein beta subunit, AGB1. PLoS One. 2012; 7(11): e49207. pmid:23166612
- 23. Takasaki T, Hatakeyama K, Suzuki G, Watanabe M, Isogai A, Hinata K. The S receptor kinase determines self-incompatibility in Brassica stigma. Nature. 2000; 403: 913–916. pmid:10706292
- 24. Amador V, Monte E, Garcia-Martinez JL, Prat S. Gibberellins signal nuclear import of PHOR1, a photoperiod-responsive protein with homology to Drosophila armadillo. Cell. 2001; 106: 343–354. pmid:11509183
- 25. Wang H, Lu Y, Jiang T, Berg H, Li C, Xia, Y. The Arabidopsis U-box/ARM repeat E3 ligase AtPUB4 influences growth and degeneration of tapetal cells, and its mutation leads to conditional male sterility. Plant J. 2013; 74: 511–523. pmid:23398263
- 26. Kou Z, Bei S, Sun J, Pan J. Fluorescent measurement of lipid content in the model organism Chlamydomonas reinhardtii. J Appl Phycol. 2013; 25: 1633–1641.
- 27. Mbengue M, Camut S, de Carvalho-Niebel F, Deslandes L, Froidure S, Klaus-Heisen D, et al. The Medicago truncatula E3 ubiquitin ligase PUB1 interacts with the LYK3 symbiotic receptor and negatively regulates infection and nodulation. Plant Cell. 2010; 22: 3474–3488. pmid:20971894
- 28. Yano K, Shibata S, Chen WL, Sato S, Kaneko T, Jurkiewicz A, et al. CERBERUS, a novel U-box protein containing WD-40 repeats, is required for formation of the infection thread and nodule development in the legume-Rhizobium symbiosis. Plant J. 2009; 60: 168–180. pmid:19508425
- 29. Hur YJ, Yi YB, Lee JH, Chung YS, Jung HW, Yun DJ, et al. Molecular cloning and characterization of OsUPS, a U-box containing E3 ligase gene that respond to phosphate starvation in rice (Oryza sativa). Mol Biol Rep. 2012; 39: 5883–5888. pmid:22201023
- 30. Samuel MA, Mudgil Y, Salt JN, Delmas F, Ramachandran S, Chilelli A, et al. Interactions between the S-domain receptor kinases and AtPUB-ARM E3 ubiquitin ligases suggest a conserved signaling pathway in Arabidopsis. Plant Physiol. 2008; 147: 2084–2095. pmid:18552232
- 31. Deb S, Sankaranarayanan S, Wewala G, Widdup EE, Samuel MA. The S-domain receptor kinase AtARK2 and the U-box/ARM-repeat-Containing E3 ubiquitin ligase AtPUB9 module mediates lateral root development under phosphate starvation in Arabidopsis. Plant Physiol. 2014; 165: 1647–1656. pmid:24965176
- 32. Ghasemi Y, Rasoul-Amini S, Naseri AT, Montazeri-Najafabady N, Mobasher MA, Dabbagh F. Microalgae biofuel potentials (review). Prikl Biokhim Mikrobiol. 2012; 48: 150–168. pmid:22586908
- 33. Miller R, Wu G, Deshpande RR, Vieler A, Gartner K, Li X, et al. Changes in transcript abundance in Chlamydomonas reinhardtii following nitrogen deprivation predict diversion of metabolism. Plant Physiol. 2010; 154: 1737–1752. pmid:20935180
- 34. Nguyen HM, Baudet M, Cuine S, Adriano JM, Barthe D, Billon E, et al. Proteomic profiling of oil bodies isolated from the unicellular green microalga Chlamydomonas reinhardtii: with focus on proteins involved in lipid metabolism. Proteomics. 2011; 11: 4266–4273. pmid:21928291
- 35. Bono MS Jr, Ahner BA, Kirby BJ. Detection of algal lipid accumulation due to nitrogen limitation via dielectric spectroscopy of Chlamydomonas reinhardtii suspensions in a coaxial transmission line sample cell. Bioresour Technol. 2013; 143: 623–631. pmid:23845710
- 36. Liu B, Vieler A, Li C, Jones AD, Benning C. Triacylglycerol profiling of microalgae Chlamydomonas reinhardtii and Nannochloropsis oceanica. Bioresour Technol. 2013; 146: 310–316. pmid:23948268
- 37. Martin NC, Goodenough UW. Gametic differentiation in Chlamydomonas reinhardtii. I. Production of gametes and their fine structure. J Cell Biol. 1975; 67: 587–605. pmid:1202015
- 38. Wase N, Black PN, Stanley BA, DiRusso CC. Integrated quantitative analysis of nitrogen stress response in Chlamydomonas reinhardtii using metabolite and protein profiling. J Proteome Res. 2014; 13: 1373–1396. pmid:24528286
- 39. Schmollinger S, Muhlhaus T, Boyle NR, Blaby IK, Casero D, Mettler T, et al. Nitrogen-Sparing Mechanisms in Chlamydomonas Affect the Transcriptome, the Proteome, and Photosynthetic Metabolism. Plant Cell. 2014; 26: 1410–1435. pmid:24748044
- 40. Lee do Y, Park JJ, Barupal DK, Fiehn O. System response of metabolic networks in Chlamydomonas reinhardtii to total available ammonium. Mol Cell Proteomics. 2012; 11: 973–988. pmid:22787274
- 41. Herrera-Valencia VA, Macario-Gonzalez LA, Casais-Molina ML, Beltran-Aguilar AG, Peraza-Echeverria S. In silico cloning and characterization of the glycerol-3-phosphate dehydrogenase (GPDH) gene family in the green microalga Chlamydomonas reinhardtii. Curr Microbiol. 2012; 64: 477–485. pmid:22358185
- 42. Yoon K, Han D, Li Y, Sommerfeld M, Hu Q. Phospholipid:diacylglycerol acyltransferase is a multifunctional enzyme involved in membrane lipid turnover and degradation while synthesizing triacylglycerol in the unicellular green microalga Chlamydomonas reinhardtii. Plant Cell. 2012; 24: 3708–3724. pmid:23012436
- 43. Boyle NR, Page MD, Liu B, Blaby IK, Casero D, Kropat J, et al. Three acyltransferases and nitrogen-responsive regulator are implicated in nitrogen starvation-induced triacylglycerol accumulation in Chlamydomonas. J Biol Chem. 2012; 287: 15811–15825. pmid:22403401
- 44. Wettern M, Parag HA, Pollmann L, Ohad I, Kulka RG. Ubiquitin in Chlamydomonas reinhardii. Distribution in the cell and effect of heat shock and photoinhibition on its conjugate pattern. Eur J Biochem. 1990; 191: 571–576. pmid:2167845
- 45. Brunner M, Merrow M. The green yeast uses its plant-like clock to regulate its animal-like tail. Genes Dev. 2008; 22: 825–831. pmid:18381887
- 46. Huang K, Diener DR, Rosenbaum JL. The ubiquitin conjugation system is involved in the disassembly of cilia and flagella. J Cell Biol. 2009; 186: 601–613. pmid:19704024
- 47. Marin I. Diversification and Specialization of Plant RBR Ubiquitin Ligases. PLoS One. 2010; 5: e11579. pmid:20644651
- 48. Horton P, Park KJ, Obayashi T, Fujita N, Harada H, Adams-Collier CJ, et al. WoLF PSORT: protein localization predictor. Nucleic Acids Res. 2007; 35: W585–587. pmid:17517783
- 49. Guindon S, Gascuel O. A simple, fast, and accurate algorithm to estimate large phylogenies by maximum likelihood. Syst Biol. 2003; 52: 696–704. pmid:14530136
- 50. Tamura K, Stecher G, Peterson D, Filipski A, Kumar S. MEGA6: Molecular Evolutionary Genetics Analysis version 6.0. Mol Biol Evol. 2013; 30: 2725–2729. pmid:24132122
- 51. Rohr J, Sarkar N, Balenger S, Jeong BR, Cerutti H. Tandem inverted repeat system for selection of effective transgenic RNAi strains in Chlamydomonas. Plant J. 2004; 40: 611–621. pmid:15500475
- 52. Chen W, Zhang C, Song L, Sommerfeld M, Hu Q. A high throughput Nile red method for quantitative measurement of neutral lipids in microalgae. J Microbiol Methods. 2009; 77: 41–47. pmid:19162091
- 53. Hatakeyama S, Yada M, Matsumoto M, Ishida N, Nakayama KI. U box proteins as a new family of ubiquitin-protein ligases. J Biol Chem. 2001; 276: 33111–33120. pmid:11435423
- 54. Azevedo C, Santos-Rosa MJ, Shirasu K. The U-box protein family in plants. Trends Plant Sci. 2001; 6: 354–358. pmid:11495788
- 55. Merchant SS, Prochnik SE, Vallon O, Harris EH, Karpowicz SJ, Witman GB, et al. The Chlamydomonas genome reveals the evolution of key animal and plant functions. Science. 2007; 318: 245–250. pmid:17932292
- 56. Cho SK, Chung HS, Ryu MY, Park MJ, Lee MM, Bahk YY, et al. Heterologous expression and molecular and cellular characterization of CaPUB1 encoding a hot pepper U-Box E3 ubiquitin ligase homolog. Plant Physiol. 2006; 142: 1664–1682. pmid:17041029
- 57. Wiborg J, O'Shea C, Skriver K. Biochemical function of typical and variant Arabidopsis thaliana U-box E3 ubiquitin-protein ligases. Biochem J. 2008; 413: 447–457. pmid:18393940
- 58. Mudgil Y, Shiu SH, Stone SL, Salt JN, Goring DR. A large complement of the predicted Arabidopsis ARM repeat proteins are members of the U-box E3 ubiquitin ligase family. Plant Physiol. 2004; 134: 59–66. pmid:14657406
- 59. Vogelmann K, Subert C, Danzberger N, Drechsel G, Bergler J, Kotur T, et al. Plasma membrane-association of SAUL1-type plant U-box armadillo repeat proteins is conserved in land plants. Front Plant Sci. 2014; 5: 37. pmid:24600457
- 60. Zhang H, Scheirer DC, Fowle WH, Goodman HM. Expression of antisense or sense RNA of an ankyrin repeat-containing gene blocks chloroplast differentiation in Arabidopsis. Plant Cell. 1992; 4: 1575–1588. pmid:1281700
- 61. Lu H, Rate DN, Song JT, Greenberg JT. ACD6, a novel ankyrin protein, is a regulator and an effector of salicylic acid signaling in the Arabidopsis defense response. Plant Cell. 2003; 15: 2408–2420. pmid:14507999
- 62. Zhang X, Li D, Zhang H, Wang X, Zheng Z, Song F. Molecular characterization of rice OsBIANK1, encoding a plasma membrane-anchored ankyrin repeat protein, and its inducible expression in defense responses. Mol Biol Rep. 2010; 37: 653–660. pmid:19288292
- 63. Zhang J, Rea AC, Fu T, Ma C, Nasrallah JB. Exploring the role of a stigma-expressed plant U-box gene in the pollination responses of transgenic self-incompatible Arabidopsis thaliana. Plant Reprod. 2014; 27: 59–68. pmid:24573467
- 64. Li W, Dai L, Wang GL. PUB13, a U-box/ARM E3 ligase, regulates plant defense, cell death, and flowering time. Plant Signal Behav. 2012; 7: 898–900. pmid:22827949
- 65. Dhup S, Dhawan V. Effect of nitrogen concentration on lipid productivity and fatty acid composition of Monoraphidium sp. Bioresour Technol. 2014; 152: 572–575. pmid:24360518
- 66. Shen G, Adam Z, Zhang H. The E3 ligase AtCHIP ubiquitylates FtsH1, a component of the chloroplast FtsH protease, and affects protein degradation in chloroplasts. Plant J. 2007; 52: 309–321. pmid:17714429
- 67. Bergler J, Hoth S. Plant U-box armadillo repeat proteins AtPUB18 and AtPUB19 are involved in salt inhibition of germination in Arabidopsis. Plant Biol (Stuttg). 2011; 13: 725–730. pmid:21815976
- 68. Liu YC, Wu YR, Huang XH, Sun J, Xie Q. AtPUB19, a U-box E3 ubiquitin ligase, negatively regulates abscisic acid and drought responses in Arabidopsis thaliana. Mol Plant. 2011; 4: 938–946. pmid:21502661
- 69. Salt JN, Yoshioka K, Moeder W, Goring DR. Altered germination and subcellular localization patterns for PUB44/SAUL1 in response to stress and phytohormone treatments. PLoS One. 2011. 6: e21321. pmid:21738636
- 70. Park JJ, Yi J, Yoon J, Cho LH, Ping J, Jeong HJ, et al. OsPUB15, an E3 ubiquitin ligase, functions to reduce cellular oxidative stress during seedling establishment. Plant J. 2011; 65: 194–205. pmid:21223385
- 71. Kim M, Cho HS, Kim DM, Lee JH, Pai HS. CHRK1, a chitinase-related receptor-like kinase, interacts with NtPUB4, an armadillo repeat protein, in tobacco. Biochim Biophys Acta. 2003; 1651: 50–59. pmid:14499588