Genome-wide functional annotation and structural verification of metabolic ORFeome of Chlamydomonas reinhardtii

被引:17
作者
Ghamsari, Lila [1 ,2 ,3 ]
Balaji, Santhanam [1 ,2 ,3 ]
Shen, Yun [1 ,2 ,3 ]
Yang, Xinping [1 ,2 ,3 ]
Balcha, Dawit [1 ,2 ,3 ]
Fan, Changyu [1 ,2 ,3 ]
Hao, Tong [1 ,2 ,3 ]
Yu, Haiyuan [4 ,5 ]
Papin, Jason A. [6 ]
Salehi-Ashtiani, Kourosh [1 ,2 ,3 ,7 ,8 ]
机构
[1] Dana Farber Canc Inst, Ctr Canc Syst Biol CCSB, Boston, MA 02115 USA
[2] Dana Farber Canc Inst, Dept Canc Biol, Boston, MA 02115 USA
[3] Harvard Univ, Sch Med, Dept Genet, Boston, MA 02115 USA
[4] Cornell Univ, Dept Biol Stat & Computat Biol, Ithaca, NY 14853 USA
[5] Cornell Univ, Weill Inst Cell & Mol Biol, Ithaca, NY 14853 USA
[6] Univ Virginia, Dept Biomed Engn, Charlottesville, VA 22908 USA
[7] NYU, Abu Dhabi, U Arab Emirates
[8] NYU, Dept Biol, Ctr Genom & Syst Biol, New York, NY 10003 USA
来源
BMC GENOMICS | 2011年 / 12卷
关键词
MULTIPLE SEQUENCE ALIGNMENT; GENE-EXPRESSION; SUBCELLULAR-LOCALIZATION; SORTING SIGNALS; HIGH-THROUGHPUT; RNA-SEQ; PREDICTION; REVEALS; NETWORK; CELLS;
D O I
10.1186/1471-2164-12-S1-S4
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Recent advances in the field of metabolic engineering have been expedited by the availability of genome sequences and metabolic modelling approaches. The complete sequencing of the C. reinhardtii genome has made this unicellular alga a good candidate for metabolic engineering studies; however, the annotation of the relevant genes has not been validated and the much-needed metabolic ORFeome is currently unavailable. We describe our efforts on the functional annotation of the ORF models released by the Joint Genome Institute (JGI), prediction of their subcellular localizations, and experimental verification of their structural annotation at the genome scale. Results: We assigned enzymatic functions to the translated JGI ORF models of C. reinhardtii by reciprocal BLAST searches of the putative proteome against the UniProt and AraCyc enzyme databases. The best match for each translated ORF was identified and the EC numbers were transferred onto the ORF models. Enzymatic functional assignment was extended to the paralogs of the ORFs by clustering ORFs using BLASTCLUST. In total, we assigned 911 enzymatic functions, including 886 EC numbers, to 1,427 transcripts. We further annotated the enzymatic ORFs by prediction of their subcellular localization. The majority of the ORFs are predicted to be compartmentalized in the cytosol and chloroplast. We verified the structure of the metabolism-related ORF models by reverse transcription-PCR of the functionally annotated ORFs. Following amplification and cloning, we carried out 454FLX and Sanger sequencing of the ORFs. Based on alignment of the 454FLX reads to the ORF predicted sequences, we obtained more than 90% coverage for more than 80% of the ORFs. In total, 1,087 ORF models were verified by 454 and Sanger sequencing methods. We obtained expression evidence for 98% of the metabolic ORFs in the algal cells grown under constant light in the presence of acetate. Conclusions: We functionally annotated approximately 1,400 JGI predicted metabolic ORFs that can facilitate the reconstruction and refinement of a genome-scale metabolic network. The unveiling of the metabolic potential of this organism, along with structural verification of the relevant ORFs, facilitates the selection of metabolic engineering targets with applications in bioenergy and biopharmaceuticals. The ORF clones are a resource for downstream studies.
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页数:9
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共 44 条
  • [1] Protein sequence databases
    Apweiler, R
    Bairoch, A
    Wu, CH
    [J]. CURRENT OPINION IN CHEMICAL BIOLOGY, 2004, 8 (01) : 76 - 80
  • [2] Babu M. Madan, 2007, V3, P66, DOI 10.1159/000107604
  • [3] Interplay between network structures, regulatory modes and sensing mechanisms of transcription factors in the transcriptional regulatory network of E-coli
    Balaji, S.
    Babu, M. Madan
    Aravind, L.
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 2007, 372 (04) : 1108 - 1122
  • [4] Extensive feature detection of N-terminal protein sorting signals
    Bannai, H
    Tamada, Y
    Maruyama, O
    Nakai, K
    Miyano, S
    [J]. BIOINFORMATICS, 2002, 18 (02) : 298 - 305
  • [5] MultiLoc2: integrating phylogeny and Gene Ontology terms improves subcellular protein localization prediction
    Blum, Torsten
    Briesemeister, Sebastian
    Kohlbacher, Oliver
    [J]. BMC BIOINFORMATICS, 2009, 10 : 274
  • [6] The Phaeodactylum genome reveals the evolutionary history of diatom genomes
    Bowler, Chris
    Allen, Andrew E.
    Badger, Jonathan H.
    Grimwood, Jane
    Jabbari, Kamel
    Kuo, Alan
    Maheswari, Uma
    Martens, Cindy
    Maumus, Florian
    Otillar, Robert P.
    Rayko, Edda
    Salamov, Asaf
    Vandepoele, Klaas
    Beszteri, Bank
    Gruber, Ansgar
    Heijde, Marc
    Katinka, Michael
    Mock, Thomas
    Valentin, Klaus
    Verret, Frederic
    Berges, John A.
    Brownlee, Colin
    Cadoret, Jean-Paul
    Chiovitti, Anthony
    Choi, Chang Jae
    Coesel, Sacha
    De Martino, Alessandra
    Detter, J. Chris
    Durkin, Colleen
    Falciatore, Angela
    Fournet, Jerome
    Haruta, Miyoshi
    Huysman, Marie J. J.
    Jenkins, Bethany D.
    Jiroutova, Katerina
    Jorgensen, Richard E.
    Joubert, Yolaine
    Kaplan, Aaron
    Kroger, Nils
    Kroth, Peter G.
    La Roche, Julie
    Lindquist, Erica
    Lommer, Markus
    Martin-Jezequel, Veronique
    Lopez, Pascal J.
    Lucas, Susan
    Mangogna, Manuela
    McGinnis, Karen
    Medlin, Linda K.
    Montsant, Anton
    [J]. NATURE, 2008, 456 (7219) : 239 - 244
  • [7] Flux balance analysis of primary metabolism in Chlamydomonas reinhardtii
    Boyle, Nanette R.
    Morgan, John A.
    [J]. BMC SYSTEMS BIOLOGY, 2009, 3
  • [8] Casadio Rita, 2008, Briefings in Functional Genomics & Proteomics, V7, P63, DOI 10.1093/bfgp/eln003
  • [9] Efficient targeted transcript discovery via array-based normalization of RACE libraries
    Djebali, Sarah
    Kapranov, Philipp
    Foissac, Sylvain
    Lagarde, Julien
    Reymond, Alexandre
    Ucla, Catherine
    Wyss, Carine
    Drenkow, Jorg
    Dumais, Erica
    Murray, Ryan R.
    Lin, Chenwei
    Szeto, David
    Denoeud, France
    Calvo, Miquel
    Frankish, Adam
    Harrow, Jennifer
    Makrythanasis, Periklis
    Vidal, Marc
    Salehi-Ashtiani, Kourosh
    Antonarakis, Stylianos E.
    Gingeras, Thomas R.
    Guigo, Roderic
    [J]. NATURE METHODS, 2008, 5 (07) : 629 - 635
  • [10] Generation of an oligonucleotide array for analysis of gene expression in Chlamydomonas reinhardtii
    Eberhard, S
    Jain, M
    Im, CS
    Pollock, S
    Shrager, J
    Lin, YA
    Peek, AS
    Grossman, AR
    [J]. CURRENT GENETICS, 2006, 49 (02) : 106 - 124