Green microalgae lacking a functional DYRKP-1 gene, for use for increased production of feedstock

Abstract

The present invention relates to a method for producing biomass feedstock, by cultivating green microalgae cells in which the expression and/or the activity of the dual-specificity tyrosine-phosphorylation-regulated kinase (DYRKP-1) protein is altered, inducing reserve accumulation and/or increase in biomass production by said microalgae.

Claims

1. A method for producing biomass feedstock, comprising the steps of: (i) cultivating green microalgae cells in which the expression and/or the activity of the dual-specificity tyrosine-phosphorylation-regulated kinase (DYRKP-1) protein is impaired in comparison to wild-type green microalgae cells, wherein the amino acid sequence of said DYRKP-1 protein is SEQ ID NO: 1, or a sequence having at least 90% sequence identity to SEQ ID NO: 1 and comprising the DH box sequence of SEQ ID NO: 3, and wherein said impairment is obtained by silencing, knocking down, mutating and/or interrupting the DYRKP-1 gene or by inhibiting the activity of the DYRKP-1 protein by a chemical compound acting as a specific inhibitor; and (ii) inducing an accumulation of a reserve compound and/or an increase in biomass production by said microalgae, in comparison to wild-type green microalgae cells, by incubating the microalgae cells in a deficient medium, wherein said deficient medium is deficient in at least one element, the concentration of said element being at least 10-fold below the concentration of said element in a classical medium used for microalgae medium; wherein the biomass produced is oil or starch.

2. The method according to claim 1, wherein said microalgae lack a functional DYRKP-1 gene, wherein the coding sequence of said DYRKP-1 gene is SEQ ID NO: 2, or a sequence having at least 80% sequence identity to SEQ ID NO: 2.

3. The method according to claim 1, wherein said microalgae are Chlamydomonas.

4. The method according to claim 1, wherein said microalgae are Chlamydomonas reinhardtii.

5. The method according to claim 1, wherein the deficient medium comprises a medium deficient in at least one element selected from the group consisting of nitrogen, sulfur and phosphorus.

6. The method according to claim 1, wherein step (ii) comprises illuminating the microalgae cells.

7. The method according to claim 6, wherein said illumination is performed at an intensity comprised between 25 and 2000 mol photons m.sup.2 s.sup.1, during 8 to 24 hours per day.

8. The method according to claim 5, wherein the step of incubating the microalgae cells in the deficient medium lasts at least 24 hours.

9. The method according to claim 8, wherein the step of incubating the microalgae cells in the deficient medium lasts from 2 to 8 days, preferably from 3 to 6 days.

10. The method according to claim 1, wherein in step (ii), the cells are incubated during 2 to 6 days in a deficient medium comprising acetate as the organic carbon.

11. The method of claim 1, wherein in step (ii), the cells are incubated during at least 15 hours in photoautotrophic conditions in a deficient medium.

Description

FIGURE LEGENDS

(1) FIGS. 1A through 1E describe the isolation and molecular characterization of the Chlamydomonas std1 mutant affected in the DYRKP-1 gene.

(2) FIG. 1A depicts starch degradation phenotype of the std1 mutant. Algal colonies were spotted on paper filters onto N or S depleted TAP-agar for 5 days, leading to starch accumulation, and then placed in the dark on minimal medium (MM) for two days to induce starch breakdown. Starch accumulation was visualized by exposure to iodine vapor.

(3) FIG. 1B depicts the Chlamydomonas DYRKP-1 gene model is composed of 14 exons (black boxes) and 13 introns (black lines). Sequence information about the exon-intron borders and the 5 start was obtained from three overlapping RT-PCRs. Insertion of the paromomycin resistance cassette (AphVIII gene, white box) in the third DYRKP-1 exon was determined by genome walking PCR.

(4) FIG. 1C depicts DYRKP-1 gene expression analyzed by RT-PCR in wild-type, std1 and two complemented strains (std1::STD1 1 and 2) grown in TAP. Actin was used as a control gene.

(5) FIG. 1D depicts DYRKP-1 protein expression analyzed by immuno-detection in soluble protein lysates from photoautotrophically grown cells separated on an 8% SDS-polyacrylamide gel.

(6) FIG. 1E depicts DYRKP-1 transcript accumulation in response to N deprivation. Wild-type, std1 mutant and complemented strains std1::STD1 1 and 2 were starved for nitrogen for three days in photoautotrophic conditions. RNA was hybridized with probes coding for a DYRKP-1 fragment; the CBLP2 gene that served as a loading control.

(7) FIGS. 2A through 2C depict Southern blot analysis and mutant complementation.

(8) FIG. 2A depicts Southern blot analysis of wild-type strain 137AH and std1 mutant strain. NotI-, XmaI- or StuI/SacI-restricted genomic DNA was loaded on an agarose gel, Southern blotted and hybridized with a probe against the AphVIII gene (paromomycin resistance cassette). Loaded amount of DNA per lane is indicated in g.

(9) FIG. 2B depicts construction of the plasmid for std1 complementation with hygromycin resistance marker. Genomic wild-type DNA coding for STD1 was amplified by PCR and cloned into pSL-Hyg vector that emerged from pSL18.

(10) FIG. 2C depicts starch levels of wild-type strain (137AH, in black), std1 mutant strain (white) and two complemented strains (std1::STD1 1 and 2, in grey) in different deprivation conditions. Cultures were grown in TAP medium (Con.=Control), subjected for two days to nitrogen (TAP-N) or sulfur (TAP-S) starvation, which induced starch accumulation (Acc.). Subsequently, the starved cultures were centrifuged, resuspended in minimal medium (MM) and kept for 8 or 24 h hours in the dark. In MM (comprising N but no C) in the dark starch will be catabolized (Degr.). Starch values are the means of at least 3 biological replicates SD.

(11) FIGS. 3A through 3B depict a phylogenetic tree of the DYRK protein family including the green lineage.

(12) FIG. 3A depicts a phylogenetic tree of the DYRK protein family. Homologous amino acids sequences from algae, fungi and plants retrieved from JGI, Phytozome or NCBI databases were compared by performing a phylogenetic analysis. Sequences were aligned with the MAFFT version 6 program. The tree was obtained with the Neighbor-Joining method. The following abbreviations were used: Asp: Aspergillus fumigatus, At: Arabidopsis thaliana, d: Drosophila melanogaster, Dd: Dictyostelium discoideum, ChlNC: Chlorella sp. NC64A, Cre: Chlamydomonas reinhardtii, Micpu: Micromonas pusilla (CCMP1545/sp. RCC299), Os: Oryza sativa, Ost: Ostreococcus (lucimarinus/tauri), Phypa: Physcomitrella patens, Vca: Volvox carteri, Viv: Vitis vinifera (Zea mays sequences were combined with rice homologs and Populus trichocarpa with wine). DYRK sequences accession numbers and multi-alignment used to build the phylogenetic tree are shown in Table 1.

(13) FIG. 3B depicts consensus sequence of the DYRK homology (DH)-box of six DYRK subgroups according to FIG. 3A; in the DYRKP subgroup three minor subgroups were distinguished giving the following seven classes: DYRK1 (7 sequences; SEQ ID NO:19), DYRK2 (22 sequences; SEQ ID NO:20), YAK1 (21 sequences; SEQ ID NO:21), DYRKP-A (12 higher plant sequences including moss; SEQ ID NO:22), DYRKP-B (11 higher plant sequences; SEQ ID NO:23), DYRKP-algae (7 sequences; SEQ ID NO:24), and the published DH consensus sequence from (Becker and Joost, 1999), in which nine sequences from different DYRK groups were compared (SEQ ID NO:18).

(14) TABLE-US-00001 TABLE 1 Accession numbers for the sequences used for the phylogenetic tree in FIG. 2. Accession predicted Name Group Species Number NCBI aa DYRK1A DYRK1 Homo sapiens NP_001387; 763 GI:18765758 DYRK1B DYRK1 Homo sapiens NP_004705; 629 GI:4758222 DYRK2 DYRK2 Homo sapiens NP_006473; 601 GI:153281169 DYRK3 DYRK2 Homo sapiens NP_003573; 588 GI:51702240 DYRK4 DYRK2 Homo sapiens NP_003836; 520 GI:28827774 DYRK1A DYRK1 Mus musculus NP_031916; 763 GI:24418935 DYRK1B DYRK1 Mus musculus NP_001033046; 629 GI:83816922 DYRK2 DYRK2 Mus musculus NP_001014412; 599 GI:67846105 DYRK3 DYRK2 Mus musculus NP_663483; 586 GI:21704000 DYRK4 DYRK2 Mus musculus NP_001028487; 616 GI:161333817 Minibrain (dDyrk1) DYRK1 Drosophila melanogaster NP_728104; 908 GI:24642876 dDyrk2 (Smi35A) DYRK2 Drosophila melanogaster NP_523564; 722 GI:17737415 dDyrk3 DYRK2 Drosophila melanogaster NP_001033810; 828 GI:85724756 DYRK1B (Dyrk1b) DYRK1 Danio rerio NP_001161737; 681 GI:319996595 DYRK2 DYRK2 Danio rerio NP_001038298.1 587 GI:113677529 DYRK4 DYRK2 Danio rerio XP_693389; 634 GI:189537435 DYRK3 DYRK2 Xenopus laevis NP_001088793; 567 GI:148224808 YakA Yak Dictyostelium discoideum XP_638920; 1458 GI:66810395 DdDyrk1 DYRK1 Dictyostelium discoideum XP_642598; 836 GI:66817490 DdDyrk2 DYRK2 Dictyostelium discoideum XP_628965; 915 GI:66800079 Yak1p Yak Saccharomyces cerevisiae NP_012394; 807 GI:6322320 Pom1 Pom/DYRK2 Neurospora crassa XP_960871; 1300 GI:85099941 Pom1 Pom/DYRK2 Pyrenophora tritici-repentis XP_001940188; 545 GI:189207709 Ppk15p Yak Schizosaccharomyces pombe NP_593830; 534 GI:19114742 Pom1 (Pom1p) Pom/DYRK2 Schizosaccharomyces pombe NP_592974; 1087 GI:19113886 Ppk5p Pom/DYRK2 Schizosaccharomyces pombe NP_593081; 836 GI:63054495 AspYak1 Yak Aspergillus fumigatus XP_746572; 894 GI:70982087 Accession predicted genome Name Groupe Species Gene Model Number NCBI aa website AtYak1 Yak Arabidopsis thaliana AT5G35980 NP_198447; 956 The GI:42568145 Arabidopsis Information Resource AtDYRKP-1 DYRKP Arabidopsis thaliana AT1G73450 NP_177487; 1152 GI:42563202 AtDYRKP-2 DYRKP Arabidopsis thaliana AT1G73460 NP_177488; 1169 GI:42563204 AtDYRKP-3 DYRKP Arabidopsis thaliana AT2G40120 NP_181541; 570 GI:15225633 AtDYRKP-4 DYRKP Arabidopsis thaliana AT3G17750 NP_188402; 1138 GI:15229515 OsYak1 Yak Oryza sativa ssp Os02g0702500 NP_001047851; 813 Michigan State japonica GI:115448143 University - Rice Genome Annotation Project OsYak2 Yak Oryza sativa ssp Os04g0602800 NP_001053776; 924 Joint Genome japonica GI:115460352 Institute - Plant Comparative Genomics Portal OsDYRKP-1 DYRKP Oryza sativa ssp Os01g0832900 NP_001044708; 729 (JGI) japonica GI:115440857 OsDYRKP-2 DYRKP Oryza sativa ssp Os03g0719500 NP_001051095; 1115 japonica GI:115454989 OsDYRKP-3 DYRKP Oryza sativa ssp Os05g0466900 NP_001055789; 708 japonica GI:297604629 VivYak1 Yak Vitis vinifera GSVIVG01024260001 XP_002267912.1; 909 JGI GI:225454595 VivDYRKP-1 DYRKP Vitis vinifera GSVIVG01012107001 XP_002276420.1; 1855 GI:225423662 VivDYRKP-2 DYRKP Vitis vinifera GSVIVG01032814001 XP_002272072.1; 728 GI:225448445 ZmYak1 Yak Zea mays GRMZM2G156638 NP_001159228.1; 706 (incomplete) GI:259490627 ZmYak2 Yak Zea mays GRMZM2G311051 ACL53420.1; 556 (incomplete) GI:219886091 ZmDYRKP-1 DYRKP Zea mays GRMZM2G015073 Not found 1103 Gramene Database ZmDYRKP-2 DYRKP Zea mays GRMZM2G181002 Not found 1098 JGI ZmDYRKP-3 DYRKP Zea mays GRMZM2G068192 NP_001145942.1; 391 GI:226530085 ZmDYRKP-4 DYRKP Zea mays GRMZM2G088409 NP_001182917.1; 684 GI:308081613 ZmDYRKP-5 DYRKP Zea mays GRMZM2G357873 NP_001130373.1; 724 GI:212275250 ZmDYRKP-6 DYRKP Zea mays GRMZM2G448633 NP_001148168.1; 725 GI:226506060 PhypaYak1 Yak Physcomitrella patens Pp1s3_592V6.1 No completed 959 Plant Genome gene models Database PhypaYak2 Yak Physcomitrella patens Pp1s16_333V6.1 at NCBI 1064 JGI PhypaYak3 Yak Physcomitrella patens Pp1s132_192V6.1 1108 PhypaYak4 Yak Physcomitrella patens Pp1s192_46V6.1 1089 PhypaYak5 Yak Physcomitrella patens Pp1s401_7V6.1 1136 PhypaDYRK2 DYRK2 Physcomitrella patens Pp1s252_88V6.1 1129 PhypaDYRKP-1 DYRKP Physcomitrella patens Pp1s47_312V6.1 726 PhypaDYRKP-2 DYRKP Physcomitrella patens Pp1s312_23V6.1 525 PhypaDYRKP-3 DYRKP Physcomitrella patens Pp1s381_39V6.1 1446 PoptrYak1 Yak Populus trichocarpa POPTR_0013s07280 EEE95157.1; 966 GI:222857610 PoptrYak2 Yak Populus trichocarpa POPTR_0019s06030 EEF00267.1; 893 GI:222862760 PoptrDYRKP-1 DYRKP Populus trichocarpa POPTR_0008s06890 EEE89528.1; 725 GI:222851981 PoptrDYRKP-2 DYRKP Populus trichocarpa POPTR_0010s19570 EEF01327.1; 591 GI:222864196 PoptrDYRKP-3 DYRKP Populus trichocarpa POPTR_0012s03670 EEE96543.1; 1158 GI:222858996 PoptrDYRKP-4 DYRKP Populus trichocarpa POPTR_0015s05140 EEF07789.1; 1151 GI:222870658 CreYak1 Yak Chlamydomonas Cre08.g381950 XP_001694330; 2202 JGI reinhardtii GI:159472382 CreDYRK2 DYRK2 Chlamydomonas Cre02.g146500 XP_001695011; 1239 reinhardtii GI:159473779 CreDYRKP-1 DYRKP Chlamydomonas Cre07.g337300 XP_001700085; 1278 reinhardtii GI:159484074 VcaYak1 Yak Volvox carteri Volca1|30949 XP_002953068; 398 JGI GI:302843051 (incom- plete) VcaDYRK2 DYRK2 Volvox carteri Volca1|61790 XP_002951959; 512 GI:302840826 VcaDYRKP-1 DYRKP Volvox carteri Volca1|77582 XP_002957430; 370 GI:302851815 OstluYak1 Yak Ostreococcus Ost9901_3|37908 XP_001420045; 425 JGI lucimarinus CCE9901 GI:145351353 OstluDYRKP-1 DYRKP Ostreococcus Ost9901_3|36819 XP_001417467; 395 lucimarinus CCE9901 GI:145345962 Ostlu38674 DYRK2? Ostreococcus Ost9901_3|38674 XP_001418004; 397 lucimarinus CCE9901 GI:145347077 (incom- plete) Ostlu42173 DYRK1? Ostreococcus Ost9901_3|42173 XP_001422264; 154 lucimarinus CCE9901 GI: 145356070 (incom- plete) OsttaYak1 Yak Ostreococcus tauri Ostta4|19878 XP_003081795; 772 JGI GI:308808970 OsttaDYRKP-1 DYRKP Ostreococcus tauri Ostta4|16877 XP_003078697; 652 GI:308802768 Ostta17596 DYRK2? Ostreococcus tauri Ostta4|17596 XP_003079347; 837 GI:308804069 (incom- plete) Ostta22490 DYRK1? Ostreococcus tauri Ostta4|22490 XP_003084217; 472 GI:308813822 (incom- plete) ChINC-DYRK2 DYRK2 Chlorella sp. NC64A ChINC64A_1|16563 EFN52309; 364 JGI GI:307104053 (incom- plete) ChINC-DYRKP-1 DYRKP Chlorella sp. NC64A ChINC64A_1|36965 EFN52148; 285 GI:307103891 (incom- plete) MicpuC-Yak1 Yak Micromonas pusilla MicpuC3|39551 XP_003057930; 605 JGI CCMP1545 GI:303277273 MicpuC-DYRK2 DYRK2 Micromonas pusilla MicpuC3|152430 XP_003057384; 513 CCMP1545 GI:303276180 MicpuC-DYRKP-1 DYRKP Micromonas pusilla MicpuC3|16074 XP_003058010; 341 CCMP1545 GI:303277433 MicpuC8718 DYRK1? Micromonas pusilla MicpuC3|8718 XP_003057290; 143 CCMP1545 GI:303275992 (incom- plete) MicpuN-Yak1 Yak Micromonas sp. MicpuN3|83368 XP_002503782; 421 JGI RCC299 GI:255080404 MicpuN-DYRK2 DYRK2 Micromonas sp. MicpuN3|58615 XP_002502528; 642 RCC299 GI:255077896 MicpuN-DYRKP-1 DYRKP Micromonas sp. MicpuN3|58100 XP_002501491; 1019 RCC299 GI:25507563 MicpuN85819 DYRK1? Micromonas sp. MicpuN3|85819 XP_002508509; 238 RCC299 GI:255083869 (incom- plete)

(15) Sequences in bold were not utilized for the alignment. Definitively incomplete gene models are indicated. When predicted number of amino acids differed at two compared genome databases, usually the longer version was chosen. Some genes have different splice variants, e.g. ZmDYRKP3 that harbours three transcripts at this locus. In case of Danio rerio and Xenopus laevis, not all existing DYRK genes were provided for the alignment.

(16) FIGS. 4A through 4D depict carbon storage and photosynthetic activity in the std1 mutant in response to nitrogen deprivation. Cells were grown in TAP or minimal medium with 2% CO.sub.2 in air under a constant illumination of 100 mol photons m.sup.2 s.sup.1. At day 0, cells were centrifuged, washed and resuspended in TAP-N (left panels; FIGS. 4A-4C) or MM-N (right panels; FIGS. 4A-4C). Measurements were performed in wild-type (WT), std1 mutant and in two complemented strains std1::STD1 1 and std1::STD1 2 (FIGS. 4A-4C).

(17) FIG. 4A depicts intracellular starch accumulation. Shown are means of 4 experiments (3 for day 6)SD for TAP-N and means of 6 experiments (3 for day 10)SD for MM-N.

(18) FIG. 4B depicts intracellular accumulation of neutral lipids (TAGs). Upon extraction of total cellular lipids, TAGs were separated by thin layer chromatography and quantified. One representative experiment out of three biological replicates is shown for each condition (TAP-N or MM-N). TAG values are mean of three technical replicates SD.

(19) FIG. 4C depicts photosynthetic electron transport rate (ETR) as determined from chlorophyll fluorescence measurements during the first three days of N deprivation. Plotted values are the means of 4 (TAP-N) or 6 (MM-N) measurements SD under actinic illumination of 100 mol photons m.sup.2 s.sup.1.

(20) FIG. 4D depicts immunodetection of proteins of interest. Whole cell protein extracts were analyzed by immuno-detection after 1, 2 or 6 days of nitrogen starvation in photoautotrophic conditions (MM-N). Proteins were separated on a 10% SDS-polyacrylamide gel and stained by Coomassie blue for loading control (FIG. 7C) or immunoblotted to detect the indicated proteins.

(21) FIGS. 5A through 5D depict intracellular starch accumulation and photosynthetic activity in photoautotropically grown cultures submitted to N-deprivation or S-deprivation.

(22) At day 0, phototoautropically grown cultures (MM, 2% CO.sub.2 in air) of wild-type (WT), mutant (std1) and two complemented (std1::STD1 1 and 2) strains were centrifuged, washed and resuspended in MM-N or MM-S in the presence of 2% CO.sub.2 in air. At different time points, cell pellets, total cellular volume and dry weight biomass were analyzed.

(23) FIG. 5A depicts starch dynamics in autotrophic N deprivation and FIG. 5B depicts autotrophic S deprivation at low light intensities of 30-40 mol photons m.sup.2 s.sup.1. Starch values are the means of 5 biological replicates SD and means of 3 experiments for the std1 progeny strains 1A and 2A resulting from a backcross of std1 (mtnit1 nit2) with the wild-type CC125 (mt+nit1 nit2), both are of the type 137c strain. Four experiments were performed in MM-N/CO.sub.2 at low light intensities of 30-40 mol photons m.sup.2 s.sup.1.

(24) FIG. 5C depicts photosynthetic efficiencies of wild-type, std1 mutant and complemented cells during three days of N deprivation at 35 E m.sup.2 s.sup.1 in autotrophic conditions or FIG. 5D depicts S deprivation at 100 E m.sup.2 s.sup.1. Plotted values are the means of 5 measurements SD at an illumination of 100 E m.sup.2 s.sup.1.

(25) FIGS. 6A through 6C depict biomass productivity of the std1 mutant during N deprivation in photo-autotrophic conditions. Experimental setup was the same as in FIG. 5 but using only a MM-N medium.

(26) In FIG. 6A cells were harvested from 1 mL culture, centrifuged and pellets pictured.

(27) In FIG. 6B total cellular volume was determined per mL. Shown are meansSD (n=7).

(28) In FIG. 6C was determined as dry weight from five 5 mL cultures harvested by filtration, rinsed, and dried overnight. Analysis of intracellular starch allowed determination of the starch fraction of total biomass (hatched area). Shown are meansSD (n=3).

(29) FIGS. 7A through 7C show that std1 mutant cells form aggregates (palmelloids) enclosed by the mother cell wall.

(30) FIG. 7A depicts bright field and differential interference contrast images of wild-type, std1 mutant and complemented (std1::STD1 1 and 2) strains grown in minimal medium and 2% CO.sub.2 and then subjected to N deprivation for 0, 2 or 6 days. Arrows indicate mother cell walls. Scale bars=10 m.

(31) FIG. 7B shows the distribution of cell or aggregate diameter, respectively, and comparison of the cell volume per ml of WT, std1 mutant and rescued strains std1::STD1 1 and 2 in 0, 2 or 6 days MM-N/CO.sub.2 condition. Same representative experiment as in FIG. 7A.

(32) FIG. 7C depicts the Commassie blue loading control of the immuno-detection experiment shown on FIG. 4D.

(33) FIGS. 8A through 8C depict the evolution of chlorophyll contents, total cellular volume, and cell number during nitrogen deprivation. Cells were grown in TAP or minimal medium with 2% CO.sub.2 in air under a constant illumination of 100 mol photons m.sup.2 s.sup.1. At day 0, cells were centrifuged, washed and resuspended in TAP-N (left panels) or MM-N (right panels). Measurements were performed in wild-type (WT), std1 mutant and in two complemented strains std1::STD1 1 and std1::STD1 2.

(34) FIG. 8A depicts the chlorophyll concentration. Shown are meansSD of 5 experiments for TAP-N and 7 experiments for MM-N (3 for 10 d).

(35) FIG. 8B depicts the total cellular volume in m.sup.3 mL.sup.1, and FIG. 8C depicts the cell or particle concentration per mL which were recorded by Multisizer 3 Coulter Counter (Beckman). Shown are meansSD (n=6 for TAP-N experiments and n=7 for MM-N experiments).

(36) FIGS. 9A and 9B depict the growth performances of std1 and wild-type Chlamydomonas cells cultivated photo-autotrophically in 1 L photobioreactors operated as turbidostats during transition from exponential growth to N-deprivation conditions. Cell density was measured using an absorption probe and maintained at a constant level by injection of fresh medium. Due to the aggregation phenotype of std1, OD.sub.880 nm was regulated at different values for WT (OD.sub.880 nm=0.4) and std1 (OD.sub.880 nm=0.3) to reach similar biomass concentrations (0.15 g dry weight L.sup.1) in both cultures. After 48 h of stabilization in the presence of MM under constant illumination (500 mol photons m.sup.2 s.sup.1) in the presence of 2% CO.sub.2 enriched air, the dilution medium was replaced by MM-N (t0). Measurements of ammonium concentration in the culture medium showed complete exhaustion after 45 h.

(37) FIG. 9A shows the cumulated amounts of fresh medium added to maintain the culture at a constant biomass concentration. Shown are data from three biological replicates for WT and std1 cultures;

(38) FIG. 9B depicts productivity measurements (g dry weight. d.sup.1. L.sup.1) were determined from at t0, t48 and t72 from dilation rates and biomass measurements. Shown are meansSD (n=3).

(39) FIGS. 10A and 10B show the formation of oxidized MGDG in the mutant std1.

(40) FIG. 10A shows the over-accumulation of oxidized MGDG species in the std1 mutant detected on the TLC plate.

(41) FIG. 10B shows the structural elucidation of one oxidized MGDG 34 (16:2 O2; 18:1) species accumulating in std1.

(42) Note: C2 and C7 represent two independent complemented lines of the std1 mutant.

(43) FIG. 11 depicts complete analyses of lipidome in WT, std1 mutant and the two complemented lines in response to nitrogen starvation.

(44) FIGS. 12A and 12B show the over-accumulation of oxidized MGDG in the mutant and its species distribution.

(45) FIG. 12A depicts the total accumulation of oxidized MGDG in response to days of nitrogen starvation in WT, std1 mutant, and two complemented lines.

(46) FIG. 12B shows the molecular species distribution of oxidized MGDG.

(47) FIG. 13 shows the over-accumulation of a putative lipoxygenase 1 (CreLOX1) in the Chlamydomonas mutant std1. An image of SDS-PAGE gel stained by Coomassie blue demonstrating the appearance of a stronger band with a mass of 110 kDa. Wild-type, the std1 mutant and two independent complemented lines (C2, C7) were grown to exponential phase at standard autotrophic conditions in minimum medium supplied with 2% CO.sub.2 at 100 mol photons m.sup.2 s.sup.1. After cell lysis, soluble and insoluble proteins were fractionated by ultracentrifugation with a sucrose cushion. Proteins from the pellet fraction containing membranes were resolubilized by addition of Triton X-100, ultracentrifuged and separated on a 10% NuPAGE Bis-Tris gel. After being stained with Coomassie Brilliant Blue, a strong band was detected in the std1 mutant at 110 kDa and the corresponding gel regions of all samples were excised and subjected to mass spectrometric analysis.

(48) FIGS. 14A and 14B depict the inhibition of TAG and starch accumulation in the mutant by LOX inhibitors.

(49) FIG. 14A depicts starch accumulation.

(50) FIG. 14B depicts TAG accumulation.

EXAMPLES

Example 1: Dual Specificity Tyrosine-Phosphorylation-Regulated Kinase DYRKP-1 Negatively Controls Starch and Oil Accumulation During Nutrient Deprivation in Chlamydomonas reinhardtii

(51) Methods

(52) Strains and Cultivation Conditions

(53) As described in (Chochois et al., 2010), the strain CC125 (mtnit1 nit2) was chosen as genetic background for mutant generation and used as wild-type strain in this study. The mutant strain std1 was generated by transformation with KpnI-linearized plasmid pSL-X harboring the paromomycin resistance cassette AphVIII. In the case of std1, only a 1900 bp-fragment of the 4800 bp-pSL-X was inserted into the genome. Cells were grown mixotrophically in Tris-acetate-phosphate (TAP) medium (Harris, 2009) in an incubator shaker at 25 C., under continuous light at 100 E m.sup.2 sec.sup.1. For deprivation experiments, precultures were grown mixotrophically in TAP medium or photoautotrophically in a MOPS-buffered minimal medium (Harris, 2009) and 2% CO.sub.2 in the air to a density of 2-510.sup.6 cells mL.sup.1. After taking samples at t=0, the culture was centrifuged at 25 C. and 1789 g for 4 min, the cell pellet was washed once and resuspended in N- or S-deprived medium. It should be noted that an ideally identical initial cell density of the cultures is critical to get comparable data for all studied strains. Because of palmelloid formation of std1 total cellular volume per mL or chlorophyll content was compared to adjust the cultures before starvation.

(54) Genetic Characterization and Complementation of the Mutant Strain Std1

(55) To check the integration frequency of the inserted DNA, Southern blot analysis was performed with wild-type and std1 mutant cells. Genomic DNA was prepared as described previously (Tolleter et al., 2011), and 4, 6 or 8 g genomic DNA restricted with NotI were separated in an 0.8% agarose gel, blotted on a nylon membrane and hybridized with a digoxygenin-labelled probe complementary to part of the AphVIII gene of the inserted resistance cassette. A PCR DIG Probe Synthesis Kit (Roche) was utilized for probe labelling using primers 5-CGAAGCATGGACGATGCGTT-3 (SEQ ID NO: 4) and 5-CGAGACTGCGATCGAACGGACA-3 (SEQ ID NO: 5). The hybridization with the resulting 400 bp-PCR fragment was performed overnight at 50 C. using DIG Easy Hyb buffer (Roche). Anti-Digoxigenin-AP and CSPD as substrate (Roche) were applied to detect signals using G:BOXChemin XL (Syngene). In order to determine the site of integration of the paromomycin resistance cassette, genome walking was performed according to the GenomeWalker Kit from Clontech. Genomic DNA of the strain std1 was digested with FspI and processed appropriately according to the manufacturer's instruction. The sequences 5-CTGGTGCTGCGCGAGCTGGCCCACGAGGAG-3 (SEQ ID NO: 6) (GPS1) and 5-TGGTTCGGGCCGGAGTGTTCCGCGGCGTT-3 (SEQ ID NO: 7) (GPS2) served as gene-specific primers allowing the determination of the genomic sequence downstream of the inserted Aph VIII cassette. The Advantage GC genomic LA polymerase (Clontech) was used for amplification reactions. For complementation of the strain std1, a PCR reaction was carried out on genomic wild-type DNA using primers 5-GTCTAGAATGTCGCTCCGCCTGAACCGATG-3 (SEQ ID NO: 8) (XbaG4forHyg) and 5-GTCTAGACTACATGCTGTCGAGCGAGG-3 (SEQ ID NO: 9) (XbaG4RevHyg) and the DyNAzyme EXT DNA Polymerase (FinnzymesOy). The amplified 6913 bp coding for the DYRKP-1 gene were restricted by XbaI and cloned into XbaI-digested vector pSL-Hyg, originating from pSL18, (Dauvillee et al., 2003) under control of the PSAD promoter and carrying a resistance cassette for hygromycin (Berthold et al., 2002). std1 cells were transformed with KpnI-linearized pSL-Hyg-STD1 by agitation with glass beads (Kindle, 1990), selected on 20 mM hygromycin and then screened applying the same protocol as for isolating the mutant strain (Chochois et al., 2010). Transformants were exposed for several days to S or N deprivation, transferred to minimal medium and subjected to darkness followed by iodine staining to test for remaining starch levels.

(56) Phylogenetic Analysis

(57) Amino acid sequences were aligned using MAFFT version 6 software (Katoh et al., 2002). Next, the resulting alignment was manually refined using SeaView version 4 (Gouy et al., 2010) and regions where homology was doubtful were removed from further analysis. A total of 313 amino acid positions were kept for the phylogenetic analysis of DYRK proteins. Phylogentic analyses were conducted using Neighbour-Joining (NJ), Maximum Likelihood (ML) and Parsimony (Pars) approaches in the Phylogenetic Inference Package Phylip version 3.69 (Folenstein et al., 2005). The PROTML program was used for ML analysis and the sequence input order was randomized (20 jumbles). The SEQBOOT and CONSENSE programs were used for bootstrap value calculations on 100 replications and consensus tree reconstructions, respectively. To examine the confidence of nodes, NJ and Pars analysis were done using NEIGHBOR and PROTPARS programs. Distance matrices used for the NJ analysis were created with the PROTDIST program. The phylogenetic trees were drawn with MEGA5 (Tamura et al., 2011).

(58) RNA Analyses and RT-PCR

(59) Total RNA was isolated as described in (Liu et al., 2005). For RT-PCR reactions 1 g of DNaseI-treated total RNA was employed for application of the OneStep RT-PCR Kit (Qiagen). To obtain sequence information of the complete transcribed DYRKP-1/STD1 gene, three overlapping RT-PCRs were performed using primer pairs 5-CATAGTGCTCAGCAGGGGACAAGGC-3 (SEQ ID NO: 10) (Std1UTR1) and 5-AGCGTGCCAGAGGTTTCGCCGTC-3 (SEQ ID NO: 11) (Std1P3rev), 5-CCGCGGACGGCGAAACCTCTGGCAC-3 (SEQ ID NO: 12) (Std1FW2) and 5-GATCTCGTCCAGCGACTGGTCAAAGTAG-3 (SEQ ID NO: 13) (G4rev14), and 5-GCGGATCCGACGAGCAGGGCAACGTGCTG-3 (SEQ ID NO: 14) (ACG4_FW3) and 5-CGGCAAGCTTCTACATGCTGTCGAGCGAGG-3 (SEQ ID NO: 15) (ACG4_Rev1), the latter primer pair was initially created to express the corresponding region as antigen. For comparison of transcript levels in wild-type, mutant and complemented strains, the primer pairs Std1FW2 and G4rev14 were used to amplify part of the DYRKP-1 transcript. Specific primers were designed for an actin (Locus name Cre13. g603700, Protein ID 515031), serving as constitutively expressed control gene (5-AATCGTGCGCGACATCAAGGAGAA-3 (SEQ ID NO: 16) and 5-TTGGCGATCCACATTTGCTGGAAGGT-3 (SEQ ID NO:17)).

(60) Northern Blot Analyses

(61) For RNA extraction, 15 mL of cell cultures at relative time points were collected on ice, centrifuged for 1 min at 1789 g and the 500 L-cell suspension was transferred to 1.5 mL-tube on ice and mixed with 500 L of RNA lysis buffer. RNA extraction, separation on formaldehyde agarose gels and Northern blot were performed as described in (Liu et al., 2005). Membranes were hybridized with DNA probes containing a fragment of the STD1 gene or CBLP2 gene as a loading control. A 1. pAC-STD1 plasmid was obtained by a ligation of the BamHI-HindIII-restricted vector pQE-30 (Qiagen) and a BamHI-HindII-restricted RT-PCR product coding for the 3-part of DYRKP-1. RT-PCR was carried out using the primers 5-GCGGATCCGACGAGCAGGGCAACGTGCTG-3 (SEQ ID NO: 14) (ACG4_FW3) and 5-CGGCAAGCTTCTACATGCTGTCGAGCGAGG-3 (SEQ ID NO: 15) (ACG4_Rev1), giving rise to a 1116 pb product. 1-kb BamHI-HindIII fragment from this pAC-STD1 plasmid, and the 1-kb cDNA of CBLP2, were used for hybridization. Radioactive signals were detected using BAS-IP MS2040 phosphorimager plates (Raytest), scanned with a Molecular Imager FX phosphorimager (Bio-Rad), and imaged using the Quantity One-4.5.1 program (Bio-Rad).

(62) Genomic DNA Analysis

(63) To determine genomic DNA concentration during nitrogen deprivation time course experiments, cells equivalent to 1.2 mm.sup.3 total cellular volume on average were harvested by centrifugation and stored at 80 C. Genomic DNA of two replicate samples for each time point was prepared by phenol-chloroform extraction as described previously (Tolleter et al., 2011). DNA concentrations were measured using a NanoDrop 2000 Spectrophotometer (Thermo Scientific).

(64) Protein Preparation, Quantification and Immunoblot Analysis

(65) For the detection of DYRKP-1, soluble cell lysates were prepared as follows: 100 mL of C. reinhardtii cell cultures in the exponential phase (eq. to 510.sup.6 cells/mL or 0.8 mm.sup.3/mL) were harvested by centrifugation for 2 min at 1789 g and resuspended in 1 mL lysis buffer (20 mM HEPES-KOH pH 7.2, 10 mM KCl, 1 mM MgCl.sub.2, 154 mM NaCl, 0.1 protease inhibitor cocktail; Sigma P9599). Cells were sonicated on ice for 90 sec with a setting of 1 sec pulse/1 sec pause. Lysates were loaded onto a sucrose cushion (20 mM HEPES-KOH pH 7.2, 0.6 M sucrose) and centrifuged in a MLA-55 rotor (Beckman Coulter) for 30 min at 151 300 g and 4 C. Soluble proteins were mixed with one volume of 2 sample buffer (Schulz-Raffelt et al., 2007) or 2LDS sample buffer (Invitrogen) and heated for 5 min at 95 C. or 10 min at 70 C. prior to loading on an 8% SDS-polyacrylamide gel. Western blotting was carried out for 1:45 h to detect the expression of DYRKP-1 by ECL (SuperSignal West Pico Chemiluminescent Substrate, Thermo Scientific), using a purified peptide antibody (Proteogenix). Protein samples taken during nitrogen starvation kinetics were treated as follows: cell pellets equivalent to 1.2 mm.sup.3 total cellular volume on average were stored at 80 C. until use. Total proteins of two replicate samples at each time point were extracted in 70 L buffer containing 50 mM Tris pH 8, 10 mM EDTA and 2% SDS for 30 min at RT, followed by a 2-min cold centrifugation. To quantify protein concentrations, 2 L of protein extracts were analyzed by colorimetric measurements with bicinchonic acid (Pierce BCA Protein Assay kit, Thermo Scientific). For immunoblot analysis, 10-12 g of total protein extracts were separated on 10% SDS-polyacrylamide gels, transferred to BioTrace NT nitrocellulose membrane (Pall Life Sciences) and analyzed by immunodecoration with antibodies against AtpB, RbcL, CytF, PsbD (D2) (Agrisera) and HSP70B (Schroda et al., 1999). The DYRKP antibody was obtained by immunization of two rabbits with two synthesized peptides (DGMDDPGYSRKEVPNP-cys (SEQ ID NO:25) and PAVNHEDVELFRN-cys (SEQ ID NO:26)) conjugated to KLH (keyhole limpet hemocyanin) as carrier protein (Proteogenix).

(66) Starch and Chlorophyll Measurements

(67) The starch and chlorophyll contents were measured according to (Chochois et al., 2010). One mL of culture was harvested, centrifuged at 20,000 g for 10 min, resuspended in 1 mL of methyl alcohol for chlorophyll extraction and stored at 80 C. The pellets were dried, and 400 L of water were added. To solubilize starch, the samples were autoclaved setting dry cycle. Subsequently, starch was degraded to glucose by adding 200 L amyloglucosidase solution (1 U/mL, Roche) and incubation at 55 C. for 1-2 h. Using an automated sugar analyzer (Ysi model 2700 select, Yellow Springs, Ohio, USA), glucose concentration were determined. Chlorophyll was extracted by methanol, and chlorophyll a and b were determined by measuring the absorbance at 653, 666 and 750 nm using UV-VIS spectrophotometer (SAFAS UVmc2 with the software SP2000).

(68) Oil Content Quantification

(69) C. reinhardtii cells (eq. to 2 mm.sup.3 total cellular volume) were harvested by centrifuge at 1000 g for 2 min (at 4 C.). The cells were either frozen right away under 80 C., or quenched in hot isopropanol for immediate lipid extractions. Total cellular lipids were extracted using a mixture of hexane and isopropanol (Li-Beisson et al., 2010). Organic solvent phase containing total cellular lipids were collected and dried under a stream of nitrogen gas, then resuspended into 200 L chloroform:methanol (2:1, v/v). Triacylglycerols (TAG) were first separated from other lipid classes on thin layer chromatograph, charred with 2% CuSO.sub.4 dissolved in 8% H.sub.3PO.sub.4 in water, then TAG content was calculated based on a densitometry method after being compared to a standard curve generated with a C17:0 TAG standard (Siaut et al., 2011).

(70) Chlorophyll Fluorescence

(71) Chlorophyll fluorescence was measured using a Dual Pam-100 (Heinz Walz). Samples were placed into a cuvette under constant stirring at room temperature and dark-adapted for 5-10 min before measurement. Light Curves were recorded with ten illumination steps ranging from 15 to 715 mol m.sup.2 s.sup.1 PAR, each light intensity was kept for 30 s following a saturating flash to measure Fm. ETR was calculated as described previously (Rumeau et al., 2005).

(72) Biomass Determination

(73) To determine biomass accumulation of a culture, at each time point three 5 mL-samples were dropped on glass fiber filter on disposable aluminum dishes (VWR, Ref. 611-0739 and -0741) and dried overnight in an oven at 80 C. Three 10 mL-samples of the medium were treated equally. The paper filters were weighed before and after adding cells and the mean value for the medium was subtracted.

(74) Microscopy

(75) For light microscopy, a Leica DMRXA microscope was used (Leica Microsystems, Germany). Cells were fixed with 0.25% glutaraldehyde in the medium, if necessary. To compare cell concentrations easily, a Neubauer chamber was used. Images were captured with the Spot Insight 4 software (Diagnostic Instruments Inc., Sterling Heights, USA; the SpotImaging website).

(76) Results

(77) Identification and Genetic Characterization of the Starch Degradation Mutant std1

(78) From the screening of a DNA insertional library created by transformation of the C. reinhardtii wild-type strain CC125 with a paromomycin (AphVIII) resistance cassette, several mutants affected in starch degradation were previously isolated (Chochois et al., 2010). One of these mutants, called std1 for starch degradation 1, showed a slower rate of starch degradation in the dark compared to its wild-type progenitor (FIG. 1A). Southern blot analysis indicated a single integration of the paromomycin cassette into the mutant genome (FIG. 2A). Sequencing of DNA flanking regions showed insertion of the AphVIII cassette within the third exon of a gene, annotated as Dual-Specificity Tyrosine-Phosphorylated Protein Kinase DYRK2 (Chlamydomonas genome version 4.0), and renamed here DYRKP-1 (FIG. 1B). The Chlamydomonas DYRKP-1 gene model was confirmed by sequencing three overlapping cDNA fragments produced by RT-PCRs (FIG. 1B). The Chlamydomonas DYRKP-1 consists of 14 exons and 13 introns, the coding region containing 3834 nucleotides. With regard to the gene model Cre07. g337300 (Phytozomev 9.0), the start codon is located 51 nucleotides upstream. The std1 mutant was complemented using a construct holding the wild-type DYRKP-1 genomic sequence driven by the psaD promoter (FIG. 2B). Two independent complemented strains std1::STD1 1 and std1::STD1 2 were isolated, showing STD1 gene expression levels and Std1 protein amounts slightly lower to the wild-type progenitor (FIGS. 1C, 1D). Similar patterns of starch accumulation and degradation kinetics were observed in response to N or S deprivation in both complemented lines and in the wild-type progenitor (FIG. 2C). Northern blot analysis revealed that the DYRKP-1 transcript is strongly induced after 1 day of N depletion, the transcript levels remaining at a high level after 3-days of deprivation (FIG. 1E). Note that although DYRKP-1 gene expression was driven by the constitutive PSAD promoter in the complemented line, accumulation of the DYRKP-1 transcript increased in the same manner as in wild-type cells in response to N deprivation, suggesting that regulation of DYRKP-1 gene expression is regulated at a post-transcriptional level.

(79) Chlamydomonas DYRKP-1/STD1 is a Member of a Novel Plant Specific Group of the DYRK Protein Family

(80) A phylogenetic analysis of the DYRK gene family allowed to distinguish four distinct branches: the previously described DYRK1, DYRK2 and Yak sub-families, and a novel DYRK group, named here DYRKP (for Plant DYRK) that solely comprises members of the green lineage (plants, mosses and algae), including the Chlamydomonas DYRKP-1/STD1 (FIG. 3A). While algal genomes harbor only one member of the DYRKP group, mosses and higher plants hold two to six plant-like homologues. Interestingly, plant and algal genomes contain Yak homologues, but no DYRK1 homologue (Han et al., 2012), DYRK2 homologues being only identified in algae and mosses, but not in higher plants. DYRK kinases exhibit conserved sequence features, particularly the DYRK homology (DH)-box that precedes the conserved catalytic domain (FIG. 3B). The consensus sequence for DYRK1 and DYRK2 sub-groups is NxGYDD(D/E)(N/R)xDY, slightly different for the Yak group (FIG. 3B). The DH-box of the novel identified DYRKP group shows an altered motif: (N/H)(R/K)TGFEExK(D/E/N)(F/L).

(81) Std1 Shows a Strong Increase in Reserve Accumulation and More Robust Photosynthetic Activity Under Nutrient Deprivation in Conditions of Photoautotrophy

(82) The effect of nitrogen depletion was then studied in different growth conditions (mixotrophic vs. photoautotrophic) known to differentially affect the intracellular energy status and accumulation of reserve compounds such as starch (Ral et al., 2006) or TAGs (Goodson et al., 2011). In mixotrophic conditions (in the presence of both acetate and light), no difference in starch accumulation was observed between the WT and the std1 mutant in response to N deprivation (FIG. 4A), but an increase in the oil content was observed in the mutant after 1 to 3 days of starvation (FIG. 4B). In fully photoautotrophic conditions, a much higher and persistent starch accumulation was observed in std1 in comparison to the WT and to both complemented lines (FIG. 4B), the oil content increasing in the mutant after 3 days of starvation (FIG. 4B). When N deprivation was conducted in photoautotrophic conditions at a lower fluence rate (35 mol photons m.sup.2 s.sup.1), WT and complemented mutant lines accumulated only low starch levels, whereas the std1 mutant accumulated high starch amounts (FIGS. 5A-D). Higher starch accumulation was also observed in std1 in response to sulfur deprivation (FIG. 5B). Photosynthetic electron transport rate (ETR), determined from chlorophyll fluorescence measurements, showed a parallel decline in std1 and control strains when N deprivation was realized in mixotrophic conditions (FIG. 4C, left panel). In contrast, when N deprivation was conducted under photoautotrophic conditions, the drop in ETR was less pronounced in std1 as compared to control strains (FIG. 4C, right panel). Taken together, these data show that, depending on the intracellular energy status, std1 accumulates more reserve compounds and maintains higher photosynthetic activity than control strains in response to nutrient deprivation. Immunodetection of major photosynthetic components showed a similar decrease of PSII, PSI, cytochrome b.sub.6f, ATPase, and Rubisco subunits in std1 compared to the wild-type progenitor (FIG. 4D). Interestingly, the mitochondrial alternative oxidase (AOX) was much more abundant in the mutant than in the WT (FIG. 4D), indicating a redox imbalance in the mutant.

(83) Increased Biomass Production in Std1 Mutant During Autotrophic Nitrogen Deprivation

(84) A strong increase in biomass production was observed in std1 from the size of cell pellets harvested after 3 and 10 days of culture in a N-deprived medium (FIG. 6A). Noticeably, while wild-type and complemented lines were counted as single cell particles of about 6-7 m diameter, the std1 mutant consisted of aggregates of 2, 4 and 8 cells enclosed by the mother cell wall, and measured as particles of 10-20 m diameter (FIG. 7). This phenotypical characteristic, previously described in several C. reinhardtii mutants, is called palmelloids (Harris, 2009). Despite cell aggregation, the total cellular volume was similar in wild-type and mutant cultures under N-replete conditions (FIG. 6B). In response to nitrogen deprivation, the total cellular volume showed only slight variations in wild-type and complemented cultures, but strongly increased in std1 (FIG. 6B). When nitrogen deprivation was conducted in mixotrophic condition (TAP-N), the std1 mutant showed a similar behavior as wild-type cells (FIG. 8). Biomass, measured as dry weight, showed a 1.7-fold increase in wild-type and complemented strains after 6 days of N depletion, and a more than 3-fold increase in std1 (FIG. 6C). In order to confirm the spectacular increase in biomass and starch production observed in std1, additional experiments were carried out in more controlled conditions using 1 L photobioreactors operated as turbidostats (FIG. 9). In these experiments, the cellular biomass was maintained at a constant level (monitored by OD.sub.880 nm) by addition of fresh culture medium, thus allowing dilution rate and biomass productivity measurements. At t.sub.0, dilution by minimal N-replete medium was replaced by minimal N-free medium, resulting in a decrease in the ammonia content of the culture medium, which was fully exhausted after 45 h (FIG. 9A). At that time, the biomass productivity of the WT started to gradually decrease and completely stopped after 72 h. In sharp contrast, biomass productivity of std1 increased (from 45 h to 65 h) and then started to gradually decrease, the biomass productivity at 72 h being still higher than the initial productivity of the WT. These experiments demonstrate that std1 produces more starch and biomass than the control strain when submitted to N-deprivation under photoautotrophic conditions.

(85) Discussion

(86) We report here on the characterization of the std1 mutant affected in a DYRK kinase homologue belonging to a novel subgroup (called DYRKP), specific to the green lineage. The std1 mutant, the first DYRK mutant of the green lineage reported so far, accumulates high intracellular starch and oil amounts and shows a persistent photosynthetic activity in response to nutrient starvation.

(87) Control of Biomass and Reserve Accumulation by DYRK Kinases

(88) As shown in the experiments performed in different trophic conditions (mixotrophic vs. photoautotrophic), the cellular energy status, in addition to the nutrient status, plays a central role in the control of starch and oil accumulation in the mutant. In mixotrophic conditions (illuminated cells growing in an acetate-containing medium), conditions in which the energy status is high, high starch levels accumulate in the WT in response to N-deprivation, but no starch increase is observed in std1. Note that in these conditions an increase in the oil content was observed in the mutant. In photoautrophic conditions however, starch accumulation in the WT depends on the intensity of illumination (low at low light intensity and higher at higher light). Strikingly, the dependence of starch accumulation upon the energy status is lost in std1, mutant cells accumulating similar starch amounts, while at different rates, in the different trophic conditions (FIG. 4A and FIG. 5A). In yeast, the DYRK homologue Yak1 has been reported to control glycogen storage, deletion of the YAK1 gene inducing an increase in the intracellular glycogen content (Wilson et al., 2010). Yak1 would control the arrest of the cell cycle in response to glucose deprivation by phosphorylating_the transcription factors Msn2 and Hsf1 (Moriya et al., 2001). More recently, Yak1 was proposed to lie at the centre of a regulatory cascade controlling growth and stress response by targeting different transcription factors (Malcher et al., 2011). As for the yeast Yak1 mutant, the increased reserve and biomass production of std1 in response to nutrient deprivation indicates that a signal required to stop growth and reserve accumulation is not correctly perceived or transferred. In yeast, Yak1 is among others transcription factors such as Sfp1 and Msn2/4, at the intersection between PKA and TOR pathways (Rohde et al., 2008). To which extent Chlamydomonas and higher plants DYRKP are involved in TOR and cAMP-PKA signalling cascades will need further investigation to be elucidated.

(89) Loss of Feedback Regulation of Photosynthesis in Std1

(90) In microalgae, the decline in photosynthetic activity is part of the general cellular response to nutrient deprivation which helps to maintain a balance between the generation of reducing power by photosynthesis and the ability to use it for metabolic purposes (Grossman, 2000). The sac1 mutant (defect in Sacclimation response) was reported to die upon two days of S deprivation in the light due to an inability to down-regulate photosynthesis, resulting in an over-production of reactive oxygen species (ROS) damaging PSII centers (Davies et al., 1996; Wykoff et al., 1998). In contrast, the std1 mutant shows a decrease in_photosynthetic complexes similar to that observed in control strains (FIG. 4D), but its photosynthetic activity, while decreasing, remains higher than in the control strain in photoautotropic conditions (FIG. 4C and FIG. 5B). In parallel, the std1 mutant accumulates more reserve compounds than control strains. The inventors therefore propose that the pronounced starch accumulation occurring in std1 functions as a sink for reducing power generated by photosynthesis, therefore decreasing the feedback inhibition of photosynthesis. Metabolite profiling studies have shown the existence in higher plants of a negative correlation between starch biomass production (Sulpice et al., 2009). Such a negative correlation is abolished in the std1 mutant in conditions of nutrient limitation where parallel starch and biomass productions are observed, at least in conditions of nutrient shortage.

(91) Biotechnological Implications

(92) The discovery of a negative regulator controlling growth and reserve accumulation in conditions of nutrient deprivation has important biotechnological implications for microalgae. Indeed, these unicellular microorganisms are increasingly considered as a promising biomass feedstock for the production of next generation biofuels. One of the major advantages of microalgae, when compared to higher plants, is their ability to accumulate high starch or lipid amounts, these compounds being convertible into bioethanol or biodiesel, respectively. However, techno-economic analyses have shown that productivity of reserve compounds need to be increased in order to reach economic feasibility.

Example 2: Additional Information on Characterization of the Std1 Mutant

(93) Example 1 describes a massive accumulation of oil and starch after prolonged nitrogen starvation in the mutant std1. To dissect the molecular mechanism(s) between the mutated gene DYRK and the observed phenotype in carbon reserve formation, comparative transcriptomic, quantitative proteomic as well as lipidomic analyses of the mutant std1 were carried out and compared to its wild-type background strain 137AH.

(94) Results

(95) The Mutant Std1 Over-Accumulated Oxidized MGDG

(96) In example 1, the inventors observed the over-accumulation of triacylglycerols (TAGs, oils) in the mutant std1 after prolonged nitrogen starvation (FIG. 4B). To gain a full picture of overall lipidomic changes in the mutant, they quantified lipid classes based on thin layer chromatograph (TLC), and compared changes in lipid molecular species using the state-of-the-art LC-MS/MS. First, each lipid class was quantified based on TLC. As shown in FIG. 10A, besides the classical polar lipids (i.e., MGDG, DGDG, DGTS, PG, PE) present in all strains, a new band was detected just below the MGDG only in the mutant std1 on the TLC plate (pointed by an arrow). The lipids present in the band were recovered via eluting with a mixture of chloroform and methanol (2:1) and subjected to identification by LC-MS/MS. Mass spectrometry analyses revealed the presence of a mixture of oxidized MGDG 34 with a combination of C16 and C18 fatty acids with different level of unsaturations. The mass spectrometry identification for one of the molecular species oxidized MGDG34:x is shown in FIG. 10B.

(97) The relative quantity of these oxidized MGDG in the mutant cells was then further examined as compared to WT, also in a time dependent manner in response to nitrogen starvation. Mid-log phase grown cells were harvested once a day for 5 days, and total cellular lipids were extracted by the method of hexane and hot isopropanol. The total lipid extract was then subjected to lipidomic analyses by the state-of-the-art qTOF UPLC-MS/MS. Samples were subjected to both positive and negative analyses, for polar membrane lipid and for neutral lipid detection, respectively. As shown in FIG. 11, except DGTS, no significant differences were observed for all other cellular lipids between WT, the mutant std1 and two complemented strains (named here C2, and C7 respectively). Significant TAG accumulation after prolonged nitrogen starvation was observed, which confirms the previous TLC based analyses. For yet non-understood reasons, DGTS level remains constant in the mutant std1, yet increased dramatically in the WT in response to nitrogen starvation.

(98) A basal level of oxidized MGDGs is present in cells of Chlamydonomas reinhardtii, which remained unaltered in response to nitrogen starvation in WT (FIG. 12A). Under nutrient sufficient conditions, the std1 mutant already accumulated over twice more oxidized MGDG than the wild-type cells, which significantly increased even further (up to 18 fold higher) in a time dependent manner in response to nitrogen starvation. The major oxidized MGDG species include the C16 and C18 species and the detailed structure for these oxylins are under investigation in the laboratory at the moment (FIG. 12B).

(99) Collectively, the higher accumulation/synthesis of hydroperoxide MGDG points to potential dys-regulation of the gene(s) encoding proteins catalyzing or regulating lipid oxidation reactions. Lipid oxidation is a common metabolic reaction in all biological systems. This reaction is mainly catalyzed by proteins called lipoxygenases (LOX: EC:1.13.11.12). Lipoxygenases are a family of non-heme iron containing dioxygenases. LOXs catalyze the insertion of molecular oxygen into stereospecific position of a polyunsaturated fatty acid chain. LOXs are ubiquitously found in plants, mammals, coral, moss, fungi and also a number of bacteria and microalgae.

(100) CreLOX1 is Upregulated at Both Transcriptomic as Well as at the Proteomic Level in the Std1 Mutant

(101) To gain better understanding of the potential regulatory networks involving STD1 protein, a comparative transcriptomic study based on the Illumina RNA-seq sequencing technology (Genoscope) was performed. Preliminary analyses of the transcriptomic dataset revealed an over 6 log fold (Log FC) increase of the CreLOX1 transcript as compared to WT cells under photoautotrophic conditions (Table 2). Quantitative proteomic analyses based on .sup.15N/.sup.14N labelling showed striking increase in the CreLOX1 protein (up_to 30 log FC) in the mutant than in the WT (Table 2). This large increase in CreLOX1 protein amount in the mutant cells is further supported by the observation of an increased signal (110 kDa) on the SDS-PAGE. This band was recovered and identified as indeed containing mainly the CreLOX1 protein (FIG. 13 and Table 3).

(102) Products derived from these fatty acid oxidation reactions are collectively called oxylipins, which are lipophilic signaling molecules in many biological processes. Based on protein homology searches with the known Arabidopsis lipoxygenases as baits, only one putative homolog (CreLOX1) is encoded in the genome of Chlamydomonas reinhardtii (version 5). The locus encoding the putative CreLOX1 is Cre12.g512300 (phytozome version 5). The CreLOX1 protein has a theoretical molecular weight of 118 kDa, and contains two lipoxygenase domains similar to all its higher plant homologs. CreLOX1 is predicted to harbor a 65 amino acid long chloroplast transit peptide (cTP) at its N-terminus using the online ChloroP software. This is in agreement with the notion that the closet Arabidopsis homolog is the plastid localized AtLOX5.

(103) TABLE-US-00002 TABLE 2 CreLOX1 is unregulated in the Chlamydomonas mutant std1 at both transcript and protein level. System biology growth adj. approach method condition Comparison gene id Annotation LogFC p-value Transcriptomics RNA-Seq MM std1 vs. Cre12.g512300.t1.1 lipoxygenase 1 6.7 0.000 sequencing 2% CO.sub.2 WT Cre07.g337300.t1.2 DYRKP-1 1.93 0.000 platform Illumina Quantitative (14)N/(15)N- 24 h std1 vs. Cre12.g512300.t1.1 lipoxygenase 1 29.6 0.063 proteomics labeling Mass MM-N WT Cre07.g337300.t1.2 DYRKP-1 n.d. spectrormetry 2% CO.sub.2
Two large-scale studies were performed, a transcriptomic and a proteomic approach, that reveal an upregulation of lipoxygenase 1 in std1 mutant cells. The transcriptome dataset was obtained by RNA Sequencing using Illumina technology (Genoscope). Wild-type and std1 mutant cells were grown at standard autotrophic condition in minimum medium and 2% CO.sub.2 in the air at 100 E m.sup.2 s.sup.1 in triplicate precultures that were combined before harvesting. For quantitative proteomic analysis wild-type and mutant cells were grown at autotrophic conditions in 4 replicates for each strain, 2 replicates in minimum medium containing .sup.14N and 2 replicates containing .sup.15N ammonium salts leading to an overall metabolic labeling. Cells were centrifuged, washed, resuspended in MM-N medium and harvested after 24 h of nitrogen deprivation. Before protein extraction, cells from .sup.14N-labeled wild-type were combined with cells from .sup.15N-labeled std1 and vice versa giving 4 biological replicates. Log 2 fold change (log FC) for protein results is the mean of 4 replicates and given relative to wild-type. Adj. p-value is the p-value adjusted for Multiple Comparisons.

(104) TABLE-US-00003 TABLE 3 Identification of proteins in the highlighted band in FIG. 13A by mass spectrometry. WT accession Annotation mass (kDa) rk score coverage #peptides emPAI spectral counts Cre06.g269050.t1.1 NmrA-like family, 91.26 1 4671.86 67.26 54 15.31 95 Predicted dehydrogenase Cre12.g512300.t1.1 LIPOXYGENASE 117.92 2 4172.78 62.19 53 8.18 123 Cre11.g477950.t1.2 unknown function 94.80 3 4440.31 77.86 39 6.21 66 Cre06.g288700.t1.1 Glycolate dehydrogenase 120.45 4 3137.98 50.18 41 3.87 64 Cre01.g054500.t1.1 NADP TRANSHYDROGENASE 112.85 5 2873.82 41.22 37 4.27 64 std1 accession Define (aug10.2; 169) mass (kDa) rk score coverage #peptides emPAI spectral counts Cre12.g512300.t1.1 LIPOXYGENASE 117.92 1 3659.18 49.04 48 7.72 248 Cre06.g269050.t1.1 NmrA-like family, 91.26 2 3740.72 56.12 43 7.61 67 Predicted dehydrogenase Cre11.g477950.t1.2 unknown function 94.80 3 3733.94 62.53 34 3.44 50 Cre01.g054500.t1.1 NADP TRANSHYDROGENASE 112.85 4 2429.72 43.65 31 2.13 37 Cre06.g288700.t1.1 Glycolate dehydrogenase 120.45 5 2112.46 34.45 25 1.55 37 C2 accession Define (aug10.2; 169) mass (kDa) rk score coverage #peptides emPAI spectral counts Cre06.g269050.t1.1 NmrA-like family, 91.26 1 4919.95 64.92 56 17.04 108 Predicted dehydrogenase Cre11.g477950.t1.2 unknown function 94.80 2 4349.85 72.75 38 7.76 77 Cre01.g054500.t1.1 NADP TRANSHYDROGENASE 112.85 3 2898.18 42.87 36 4.88 86 Cre06.g288700.t1.1 Glycolate dehydrogenase 120.45 4 2823.34 45.52 38 2.59 50 Cre12.g512300.t1.1 LIPOXYGENASE 117.92 5 2743.81 47.76 38 3.31 57 C7 accession Define (aug10.2; 169) mass (kDa) rk score coverage #peptides emPAI spectral counts Cre06.g269050.t1.1 NmrA-like family, 91.26 1 4052.68 59.24 46 9.18 73 Predicted dehydrogenase Cre11.g477950.t1.2 unknown function 94.80 2 3862.11 69.64 36 4.39 58 Cre01.g005050.t1.1 SELECTIN LIGAND RELATED, 99.56 3 3007.98 45.86 43 3.98 53 golgi apparatus protein 1 Cre12.g512300.t1.1 LIPOXYGENASE 117.92 4 2399.25 40.09 33 2.07 44 Cre12.g517900.t1.1 Chloroplast-associated 114.00 5 2029.16 32.72 29 1.25 30 SecA protein
The first 5 identified proteins are listed according to their rank (rk) for each strain. The score and coverage of the proteins and the number of identified peptides, which also correspond to specific peptides, are displayed. The values emPAI indicating the exponentially modified Protein Abundance Index and the number of total (specific) spectra observed (spectral counts; relevant and duplicated) may serve to give an estimation of the relative abundance of a protein in one sample.

(105) LOX Inhibitors Prohibited Carbon Reserve (Lipid and Starch) Formation

(106) Based on current results, the inventors hypothesized that the kinase STD1 act as a negative regulator of LOX1 protein. Indeed, products of lipoxygenase, oxylipins, are precursors to a large array of signaling molecules playing roles in many developmental as well as stress response signaling networks. To test this hypothesis, catechol (Sigma Cat#452637) was used. Catechol is a known lipoxygenase inhibitors, which inhibits the activity of lipoxygenase by quenching the cellular reactive oxygen species. Two different catechol concentrations (5 mM and 10 mM) were initially tested. With the presence of 5 mM catechol, both TAG and starch accumulation were inhibited in the std1 mutant after 6-day under nitrogen starvation (FIG. 14). Catechol also inhibited TAG accumulation in response to nitrogen starvation in WT strains, however no effect on starch accumulation was observed. Other conditions are tested.

(107) From the above, it appears that inactivation of STD1 in std1 mutant provokes a LOX1 up-regulation, thus leading to the formation of a family of oxylipins that are involved in starch and TAG accumulations, inhibition of LOX activity by catechol preventing starch and TAG accumulation.

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