Fakultät für Chemie und Pharmazie - Digitale Hochschulschriften der LMU - Teil 06/06 Ludwig-Maximilians-Universität München

In order to understand in more depth and on a genome wide scale the behavior of transcription factors (TFs), novel quantitative experiments with high-throughput are needed.
Recently, HiTS-FLIP (High-Throughput Sequencing-Fluorescent Ligand Interaction Profiling) was invented by the Burge lab at the MIT (Nutiu et al. (2011)). Based on an Illumina GA-IIx machine for next-generation sequencing, HiTS-FLIP allows to measure the affinity of fluorescent labeled proteins to millions of DNA clusters at equilibrium in an unbiased and untargeted way examining the entire sequence space by Determination of dissociation constants (Kds) for all 12-mer DNA motifs. During my PhD I helped to
improve the experimental design of this method to allow measuring the protein-DNA binding events at equilibrium omitting any washing step by utilizing the TIRF (Total Internal Reflection Fluorescence) based optics of the GA-IIx. In addition, I developed the first versions of XML based controlling software that automates the measurement procedure. Meeting the needs for processing the vast amount of data produced by each run, I developed a sophisticated, high performance software pipeline that locates DNA
clusters, normalizes and extracts the fluorescent signals. Moreover, cluster contained k-mer motifs are ranked and their DNA binding affinities are quantified with high accuracy.
My approach of applying phase-correlation to estimate the relative translative Offset between the observed tile images and the template images omits resequencing and thus allows to reuse the flow cell for several HiTS-FLIP experiments, which greatly reduces cost and time. Instead of using information from the sequencing images like Nutiu et al. (2011) for normalizing the cluster intensities which introduces a nucleotide specific bias, I estimate the cluster related normalization factors directly from the protein Images which captures the non-even illumination bias more accurately and leads to an improved
correction for each tile image. My analysis of the ranking algorithm by Nutiu et al. (2011)
has revealed that it is unable to rank all measured k-mers. Discarding all the clusters
related to previously ranked k-mers has the side effect of eliminating any clusters on which k-mers could be ranked that share submotifs with previously ranked k-mers. This shortcoming affects even strong binding k-mers with only one mutation away from the top ranked k-mer. My findings show that omitting the cluster deletion step in the ranking process overcomes this limitation and allows to rank the full spectrum of all possible k-mers. In addition, the performance of the ranking algorithm is drastically reduced by my insight from a quadratic to a linear run time. The experimental improvements combined with the sophisticated processing of the data has led to a very high accuracy of the HiTS-FLIP dissociation constants (Kds) comparable to the Kds measured by the very sensitive HiP-FA assay (Jung et al. (2015)). However, experimentally HiTS-FLIP is a very challenging assay. In total, eight HiTS-FLIP experiments were performed but only one showed saturation, the others exhibited Protein aggregation occurring at the amplified DNA clusters. This biochemical issue could not be remedied. As example TF for studying the details of HiTS-FLIP, GCN4 was chosen which is a dimeric, basic leucine zipper TF and which acts as the master regulator of the amino acid starvation Response in Saccharomyces cerevisiae (Natarajan et al. (2001)). The fluorescent dye was mOrange.
The HiTS-FLIP Kds for the TF GCN4 were validated by the HiP-FA assay and a Pearson correlation coefficient of R=0.99 and a relative error of delta=30.91% was achieved. Thus, a unique and comprehensive data set of utmost quantitative precision was obtained that allowed to study the complex binding behavior of GCN4 in a new way. My Downstream analyses reveal that the known 7-mer consensus motif of GCN4, which is TGACTCA, is
modulated by its 2-mer n

In the present study, the structure and mechanism of two assembly chaperones of Rubisco, Raf1 and RbcX, were investigated. The role of Raf1 in Rubisco assembly was elucidated by analyzing cyanobacterial and plant Raf1 with a vast array of biochemical and biophysical
techniques. Raf1 is a dimeric protein. The subunits have a two-domain structure. The crystal structures of two separate domains of Arabidopsis thaliana (At) Raf1 were solved at resolutions of 1.95 Å and 2.6–2.8 Å, respectively. The oligomeric state of Raf1 proteins was investigated by size exclusion chromatography connected to multi angle light scattering (SEC-MALS) and native mass spectrometry (MS). Both cyanobacterial and plant Raf1 are dimeric with an N-terminal domain that is connected via a flexible linker to the C-terminal dimerization domain.
Both Raf1 poteins were able to promote assembly of cyanobacterial Rubisco in an in vitro
reconstitution system. The homologous cyanobacterial system resulted in very high yields of active Rubisco (>90%), showing the great efficiency of Raf1 mediated Rubisco assembly. Two distinct oligomeric complex assemblies in the assembly reaction could be identified via native PAGE immunoblot analyses as well as SEC-MALS and native MS. Furthermore, a structure-guided mutational analysis of Raf1 conserved residues in both domains was performed and residues crucial for Raf1 function were identified. A new model of Raf1 mediated Rubisco-assembly could be proposed by analyzing the Raf1-Rubisco oligomeric complex with negative stain electron microscopy. The final model was validated by determining Raf1-Rubisco interaction sites using chemical crosslinking in combination with mass spectrometry. Taken together, Raf1 acts downstream of chaperonin-assisted Rubisco large subunit (RbcL) folding by stabilizing RbcL antiparallel dimers for assembly into RbcL8 complexes with four Raf1 dimers bound. Raf1 displacement by Rubisco small subunit (RbcS) results in holoenzyme formation.
In the second part of this thesis, the role of eukaryotic RbcX proteins in Rubisco assembly was investigated. Eukaryots have two distinct homologs of RbcX, RbcX-I and RbcX-II. Both, plant and algal RbcX proteins were found to promote cyanobacterial Rubisco assembly in an in vitro reconstitution system. Mutation of a conserved residue important for Rubisco assembly in cyanobacterial RbcX also abolished assembly by eukaryotic RbcX, underlining functional similarities among RbcX proteins from different species. The crystal structure of Chlamydomonas reinhardtii (Cr) RbcX was solved at a resolution of 2.0 Å. RbcX forms an arc-shaped dimer with a central hydrophobic cleft for binding the C-terminal sequence of RbcL. Structural analysis of a fusion protein of CrRbcX and the C-terminal peptide of RbcL suggests that the peptide binding mode of CrRbcX may differ from that of cyanobacterial RbcX. RbcX homologs appear to have adapted to their cognate Rubisco clients as a result of co-evolution. Preliminary analysis of RbcX in Chlamydomonas indicated that the protein functions as a Rubisco assembly chaperone in vivo. Therefore, RbcX was silenced using RNAi in Chlamydomonas which resulted in a photosynthetic growth defect in several transformants when grown under light. RbcX mRNA levels were highly decreased in these transformants which resulted in a concomitant decrease of Rubisco large subunit levels. Biochemical and structural analysis from both independent studies in this thesis show that Raf1 and RbcX fulfill similar roles in Rubisco assembly, thus suggesting that functionally redundant factors ensure efficient Rubisco biogenesis.

Deutsche Übersetzung des Titels: Chemische Synthese und enzymatischer Einbau von künstlichen Nukleotiden