Dissertation / Doctoral Thesis
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DISSERTATION / DOCTORAL THESIS Titel der Dissertation /Title of the Doctoral Thesis „Proteomic studies on Chlamydomonas reinhardtii“ verfasst von / submitted by Dipl.-Biochem. Luis Recuenco-Muñoz angestrebter akademischer Grad / in partial fulfilment of the requirements for the degree of Doctor of Philosophy (PhD) Wien, 2017 / Vienna 2017 Studienkennzahl lt. Studienblatt / A 794 685 437 degree programme code as it appears on the student record sheet: Dissertationsgebiet lt. Studienblatt / Biologie field of study as it appears on the student record sheet: Betreut von / Supervisors: Univ.-Prof. Dr. Wolfram Weckwerth Ass.-Prof. Dipl.-Biol. Dr. Stefanie Wienkoop, Privatdoz. 2 Declaration of authorship I, Luis Recuenco-Muñoz, declare that this thesis, titled ‘Proteomic studies on Chlamydomonas reinhardtii’ and the work presented in it are my own. I confirm that: • This work was done wholly or mainly while in candidature for a research degree at this University. • Where I have consulted the published work of others, this is always clearly attributed. • Where I have quoted from the work of others, the source is always given. With the exception of such quotations, this thesis is entirely my own work. • I have acknowledged all main sources of help. • Where the thesis is based on work done by myself jointly with others, I have made clear exactly what was done by others and what I have contributed myself. Signed: Date: 3 4 Equal goes it loose (Ernst Goyke) 5 Aknowledgements • I wish to thank Prof. Dr. Wolfram Weckwerth and Dr. habil. Stefanie Wienkoop for giving me the chance to work in this utterly interesting field, tutoring and mentoring me throughout my PhD Thesis, and for all the teaching, support, advice and fun I have had both on a working and on a personal level during my whole stint in Vienna. • Very special thanks go to Dr. Luis Valledor for the extensive and intensive coaching (both in situ and in silico), the productive work and also his additional readings and corrections on my PhD-Thesis. On this last behalf I would also like to thank Dr. Thomas Nägele. • I would also like to thank Dr. Wolfgang Hoehenwarter, Dr. Alexander Seidel, Dr. Takeshi Furuhashi, Przemisław Kmiecik, Dr. Maria Angeles Castillejo, Dr. Volker Egelhofer, Dr. Gert Bachmann, Dr. David Lyon, Prof. Dr. Irene Lichtscheidl and Ella Nukarinen, whose help and/or advice have definitely made a difference for my PhD-Thesis. I would also like to thank Dr. Christian Molitor and Dr. Pierre Offre for their fruitful collaboration. • Since it has been an absolute pleasure to go to work every single day, I would like to thank the whole MoSys Department for creating such a cheerful and productive working atmo- sphere, especially Lena Fragner, Dr. Mette Hanak, Doris Dell’mour, Dr. Xiaoliang Sun, Yangfan Qiu, Dr. Vlora Mehmeti, Dr. Till Ischebeck, Manuela Leonardelli, Fernando Torralbo and Jana Klimashevskaia. I would also like to thank my good friends Torsten, Netti, Mahtin, Franzi, Natalie, Alois and Jens for their longtime personal support. • I would finally like to give the most special thanks to my parents, my sister and my brother for their inconditional support at any respect, help, encouragement, and too many other motives to be all named here. 6 List of Publications This cumulative PhD-Thesis includes the following publications: 1. Wolfgang Hoehenwarter, Yanmei Chen, Luis Recuenco-Munoz, Stefanie Wienkoop, and Wolfram Weckwerth. Functional analysis of proteins and protein species using shotgun proteomics and linear mathematics. Amino acids, 41(2):329–41, jul 2011 2. Luis Valledor, Luis Recuenco-Munoz, Stefanie Wienkoop, and Wolfram Weckwerth. The different proteomes of Chlamydomonas reinhardtii. Journal of Proteomics, 2012 3. Luis Valledor, Takeshi Furuhashi, Luis Recuenco-Muñoz, Stefanie Wienkoop, and Wol- fram Weckwerth. System-level network analysis of nitrogen starvation and recovery in Chlamydomonas reinhardtii reveals potential new targets for increased lipid accumula- tion. Biotechnology for biofuels, 7:171, jan 2014 4. Luis Recuenco-Muñoz, Pierre Offre, Luis Valledor, David Lyon, Wolfram Weckwerth, and Stefanie Wienkoop. Targeted quantitative analysis of a diurnal RuBisCO subunit expression and translation profile in Chlamydomonas reinhardtii introducing a novel Mass Western approach. Journal of Proteomics, 113:143–153, 2015 Any other publications quoted in this PhD-Thesis that are coauthored by me will be cited in bold letters. 7 Contents 1 Introduction 14 1.1 Proteomics...................................... 14 1.1.1 The Foundations of Proteomics....................... 14 1.1.2 Shotgun Proteomics / qualitative analysis................. 26 1.1.3 Quantitative Proteomics........................... 30 1.1.4 Different Subareas in Proteomics...................... 34 1.2 Chlamydomonas reinhardtii ............................. 35 1.2.1 History and Taxonomy............................ 35 1.2.2 Morphology.................................. 37 1.2.3 Cell cycle................................... 37 1.2.4 Genome.................................... 37 1.2.5 Relevance as a model plant......................... 39 1.2.6 Industrial applications............................ 39 1.3 Biofuel production and Chlamydomonas reinhardtii ................ 40 1.3.1 The Energy Problem............................. 40 1.3.2 Biofuels: Definition and types........................ 40 1.3.3 Biodiesel Production............................. 41 1.3.4 Growth optimization mechanisms for lipid production.......... 45 1.3.5 The Concept of Biorefinery......................... 47 2 Publications 49 2.1 Functional analysis of proteins and protein species using shotgun proteomics and linear mathematics.................................. 49 2.1.1 Declaration of authorship.......................... 49 2.1.2 Published manuscript............................ 49 2.2 The different proteomes of Chlamydomonas reinhardtii .............. 63 2.2.1 Declaration of authorship.......................... 63 2.2.2 Published manuscript............................ 63 2.3 System Level Network Analysis of Nitrogen Starvation and Recovery in Chlamy- domonas reinhardtii reveals potential new targets for increased lipid accumulation 69 2.3.1 Declaration of authorship.......................... 69 2.3.2 Published manuscript............................ 69 2.4 Targeted quantitative analysis of a diurnal RuBisCO subunit expression and translation profile in Chlamydomonas reinhardtii introducing a novel Mass West- ern approach..................................... 87 2.4.1 Declaration of authorship.......................... 87 2.4.2 Published manuscript............................ 87 8 3 Concluding Discussion 99 3.1 Consolidation of publications, delineating the preamble and comprehensive method- ology.......................................... 99 3.2 Contribution to the scientific progress....................... 101 4 Summary 104 5 Affirmation 139 9 List of Abbreviations 2DE= Two-Dimensional-Electrophoresis AAE= Acyl-ACP Esterase ACN= Acetonitrile ACP= Acyl-Carrier Protein AFAT= Algal Functional Annotation Tool AGC= Automatic Gain Control ALE= Adaptive Laboratory Evolution APEX= Absolute Protein EXpression (Profiling) AQUA= Absolute Quantification ASLs= Annotated Spectrum Libraries AspN= Endoproteinase: Flavastacin AUC= Area Under Curve BAC= Bacterial Artificial Chromosome BHT= Butylated Hydroxytoluene BLAST= Basic Local Alignment Search Tool BN-PAGE= Blue Native PolyAcrylamide Gel Electrophoresis BRI1= Brassinosteroid insensitive (mutant) 1 BSA= Bovine Serum Albumine C18= Octadecyl (reversed-phase-chromatography sorbent material) CAH= Carbonic Anhydrase CCM= Carbon Concentrating Mechanisms cDNA= Complementary DesoxyriboNucleic Acid CI= Chemical Ionisation CID= Collision-Induced Dissociation COX= CycloOxygenase CR= Chlamydomonas reinhardtii DB= Database DDA= Data Dependent Acquisition DGAT= DiacylGlycerol AcylTransferase DIA= Data Independent Acquisition DIGE= Difference Gel Electrophoresis DNA= DesoxyriboNucleic Acid DTT= DiThioThreitol EBI= European Bioinformatics Institute ECD= Electron Collision Dissociation EMPAI= Exponentially Modified Protein Abundance Index ESI= Electron-Spray-Ionization EST= Expression Sequence Tag EtOH= Ethanol FAB= Fast Atom Bombardment FAME= Fatty Acid Methyl Ester 10 FDR= False Discovery Rate FPLC= Fast Performance Liquid Chromatography FT= Fourier Transformation FTICR= Fourier Transformation Ion Cyclotrone Resonance FT-MS= Fourier Transformation Mass Spectrometry GEO= Gene Expression Omnibus GC-MS= Gas Chromatography (coupled) Mass Spectrometry GluC= Endoproteinase: Staphylococcus aureus Protease V8 GPMDB= Global Proteome Machine DataBase HA= Heteroautotrophic HCD= High-energy Collisional Dissociation HILEP= Hydroponic Isotope Labelling of Entire Plants HILIC= Hydrophilic Interaction Chromatography HPI= Human Protein Index HPLC= High Performance Liquid Chromatography HUGO= Human Genome Organization HUPO= Human Proteome Organization IC= Independent Component ICA= Independent Component Analysis ICAT= Isotope-Coded Affinity Tags ICL= Instrument Control Language IEA= International Energy Agency IFT= IntraFlagellar Transport IRMPD= Infrared multiple photon dissociation (spectroscopy) iTRAQ= Isobaric Tag for Relative and Absolute Quantification JGI= Joint Genome Institute (http://genome.jgi-psf.org/) JIPID= Japan International Protein Information Database KAAS= KEGG Automatic Annotation Server KEGG= Kyoto Encyclopedia of Genes and Genomes (www.genome.jp/kegg/ ) LB= Lipidic Bodies LECA= Last Eukaryotic Common Ancestor LHC= Light Harvesting