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Background: Simple peak-picking algorithms, such as those based on lineshape fitting, perform well when peaks are completely resolved in multidimensional NMR spectra, but often produce wrong intensities and frequencies for overlapping peak clusters. For example, NOESY-type spectra have considerable overlaps leading to significant peak-picking intensity errors, which can result in erroneous structural restraints. Precise frequencies are critical for unambiguous resonance assignments.
Results: To alleviate this problem, a more sophisticated peaks decomposition algorithm, based on non-negative matrix factorization (NMF), was developed. We produce peak shapes from Fourier-transformed NMR spectra. Apart from its main goal of deriving components from spectra and producing peak lists automatically, the NMF approach can also be applied if the positions of some peaks are known a priori, e.g. from consistently referenced spectral dimensions of other experiments.
Conclusions: Application of the NMF algorithm to a three-dimensional peak list of the 23 kDa bi-domain section of the RcsD protein (RcsD-ABL-HPt, residues 688-890) as well as to synthetic HSQC data shows that peaks can be picked accurately also in spectral regions with strong overlap.
A versatile synthetic procedure is described to prepare the benzimidazole-fused 1,2,4-thiadiazoles 2a–c via a methanesulfonyl chloride initiated multistep cyclization involving the intramolecular reaction of an in-situ generated carbodiimide with a thiourea unit. The structure of the intricate heterocycle 2a was confirmed by single-crystal X-ray analysis and its mechanism of formation supported by DFT computations.
Molecular signaling networks, organized in discrete subsets of proteins in space and time, represent the major principle by which the cell achieves its functional specificity and homeostasis. Complex network organization is preserved by numerous mechanisms, including sequestration of proteins into specific subcellular compartments (eg. organelles), post-translational modifications and most importantly by balanced timing of their biosynthesis and turnover. Two routes of protein degradation, which are fundamentally quite different, are proteasomal and lysosomal-mediated destruction. The latter not only governs degradation of molecules that passed through endocytic or secretory process (trafficking from plasma membrane or Golgi compartment), but also the degradation of cytoplasmic molecules that have been sequestered by a process called macroautophagy (henceforth autophagy). Recently our understanding of autophagic regulatory mechanisms has increased significantly, as molecular details of how autophagy contributes to the degradation of proteins (old, misfolded or aggregated), damaged organelles or pathogens have been deciphered. Initially described as bulk, nonspecific membrane sequestration process induced primarily by nutrient deprivation, autophagy is now known to be selective in terms of cargo recognition and integration into dynamic cellular membrane trafficking system.
My work has addressed the fundamental question of how small ubiquitin-like modifiers LC3/GABARAP, that are conjugated to the autophagic membranes, function within the process of cargo selection and crosstalk between autophagic and endocytic membrane trafficking events. We have employed an initial yeast twohybrid screen to identify LC3/GABARAP interacting partners. Using this technique, we have identified several novel autophagy receptor proteins, mitochondrial protein Nix (BNIP3L), and adaptor proteins, including Rab GTPase activating proteins (TBC family of proteins). Through a conserved LC3 interacting region (LIR), Nix, Rab GAPs and other autophagy adaptor/receptor molecules share a common mode of binding to LC3/GABARAP. However, in contrast to Nix, which specifically facilitates removal of mitochondria in maturing erythrocytes, Rab GAP proteins preferably regulate the dynamics of autophagosome formation and maturation as well as sorting of cargo. Fourteen out of 36 screened Rab GAPs interacted with LC3/GABARAPs. Importantly, identified Rab GAPs are clustered in different regulatory nodes according to the conservation of their GAP domain hence they impact various cellular membrane compartments and organelles, marked by specific subsets of small Rab GTPases. Identification of Rab GAPs that are directly involved in autophagy via binding to LC3 was the first report that clearly pointed to a broader implication of autophagy in all aspects of cellular membrane trafficking. Currently, only few of Rab GAPs are studied in context of autophagy regulation, while large number of them requires further functional characterization.
I have identified two LIR motifs in TBC1D5, Rab7 GAP. LIR1 has also the ability to interact with retromer complex subunit, Vps29. Using several functional assays I have shown that this motif, as well as catalytic Arg within GAP domain are particularly important for function of TBC1D5 in retrograde transport of CI-M6PR from endosomes to the trans-Golgi network (TGN). I have also shown that TBC1D5 binds to LC3 and Vps29 in mutually exclusive way and that Thr at the position 1 and Phe at position 5 of LIR1 motif are both required for TBC1D5 interaction with Vps29. Upon autophagy induction TBC1D5 dissociates from retromer, and associates with autophagic vesicles, while silencing of TBC1D5 significantly impairs autophagic flux. These findings led to the hypothesis that LIR interacting surface on TBC1D5 acts as molecular switch for dual function of TBC1D5. This also indicated that similar surfaces for LIR interaction (similarly to ubiquitin-like domains) are present on proteins other than LC3, and pointed to a dual functionality of the LIR sequence within both endocytic and autophagic pathways.
Following these initial studies, I have also shown that TBC1D5 interacts with AP2 complex subunit AP2M1, and that this interaction plays critical role in TBC1D5-dependent trafficking of Atg9. It is known that Atg9, the only trans-membrane autophagic protein, plays essential role in initiation of autophagy and growth of nascent phagophore membranes. However, machinery that specifically recruits Atg9 traffic carriers to the site of autophagosomes was not known. I subsequently demonstrated that TBC1D5 associates not only with LC3, but also with Atg9 traffic carriers and major initiatory kinase ULK1 during autophagy, while retromer failed to do so. Association of TBC1D5 with Atg9 was dependent on presence of AP2 complex, and on functional clathrin-mediated endocytosis (CME). Based on these and previous findings, model was proposed, that upon induction of autophagy TBC1D5 re-routes Atg9-containing clathrin vesicles from plasma membrane to the site of autophagosome. This led us to the better understanding of TBC1D5 function, but also to the first molecular cue that Atg9 traffics within clathrin-coated vesicles (CCVs). In fact, mutation of Leu-Leu motif within N terminus of Atg9, that potentially mediates interaction with adaptor protein complexes, led to enrichment of Atg9 on plasma membrane and in TGN. This suggested that the sorting motif could be important for interaction of Atg9 with AP2 and AP1 complex, as well. More importantly, TBC1D5 and Atg9 could be directly involved in dynamic regulation of growth factor receptor sorting during autophagy, thus explaining vital role of autophagy in organism development and pathogenesis.
In summary, the work contained within my thesis provides data on the mechanism by which autophagy adaptor proteins participate in cargo selection and regulation of trafficking during autophagy. Firstly, the LIR motif can target proteins or organelles for autophagic degradation (eg. Nix). Secondly, specific LIR motifs can play essential function in recruiting membrane trafficking regulatory proteins that subsequently facilitate phagophore expansion (eg. TBC1D5). Thirdly, by means of reorganization of different protein assemblies (eg. TBC1D5-VPS29 vs. TBC1D5-LC3-Atg9), dynamics of membrane remodeling mediated by Rab GTPases is kept in control during autophagy, thus keeping the organelle integrity and balance within cellular lipid sources unaffected.
5-lipoxygenase (5-LO) is an enzyme with a substantial role in inflammatory processes. In vitro kinase assays using [32P]-ATP in combination with mutagenesis have revealed that serine residues 271, 523 and 663 can be phosphorylated by MK2, PKA and ERK2 kinases, respectively. A few available reports regarding 5-LO protein sequence have covered up to 30% of the sequence after amino acid sequencing including Ser663. In LCMS/MS analyses of 5-LO tryptic digests from different cellular sources different peptides have been detected; however, none of the three phosphorylations has been detected and only Ser663 was included in the covered sequence.
As there was no comprehensive mass spectrometric analysis of 5-LO, the purpose of this study was to optimize the experimental conditions under which detection of the aforementioned phosphorylation events, as well as other possible post-translational modifications (PTMs), would be feasible. Matrix-Assisted Laser Desorption/Ionization Mass Spectrometry (MALDI-MS) was used for peptide analysis of 5-LO cleaved either by chemical reagents or by proteases. Sequence coverage of 5-LO could be enhanced to be close to completion by combination of results from digestions by trypsin, AspN and chymotrypsin. In-gel trypsin digestion followed by in-solution AspN digestion proved to be a useful sample treatment for reproducible detection of the Ser271-containing peptide.
Nevertheless, in none of the examined cleavage protocols the sequence around Ser523 was detected reproducibly or with acceptable signal intensity for subsequent peptide fragmentation. Propionic anhydride and sulfo-NHS-SS-biotin cross-linker (EZ-linkTM), were used for derivatization of lysine side chains and hindrance of lysine residue recognition by trypsin. Phosphopeptide enrichment became possible after tryptic digestion of these samples, not only due to formation of an individual Ser523-containing peptide, but also because TiO2-mediated enrichment, which is performed in acidic pH, was not impaired by positively charged free lysine side chains. Additionally, biotinylation of lysine residues was exploited for an intermediate enrichment step of the lysine containing peptides, prior to TiO2 phosphopeptide enrichment.
MALDI-MS analysis after in-vitro phosphorylation of 5-LO by the three kinases showed that Ser271 was phosphorylated in the MK2 and PKA kinase assays, while Ser523 was phosphorylated only in the PKA kinase assay. Surpisingly, no phosphopeptides were detected in the in-vitro kinase assays with ERK2, even though the unmodified counterpart of the Ser663-containing peptide was easily detected. The detection limit for each of the three phosphorylation sites was determined by the use of custom made phosphopeptides and an amount of 0.06 pmol of phosphopeptide in 1 μg 5-LO (representing 0.5% phosphorylation rate) was sufficient in all cases for successful enrichment and detection by MS.
In-vitro kinase assays with [32P]-ATP were performed for some kinases that were expected to phosphorylate 5-LO according to in-silico data. Three members of the Src tyrosine kinase family (Fgr, Hck and Yes) and the Ser/Thr specific kinase DNA-PK used 5-LO as their substrate and mainly residues at the N-terminal part of 5-LO were detected phosphorylated by MS (e.g. Y42, Y53). Additional in-vitro assays for recombinant 5-LO modification included incubation with glutathione or compound U73122, previously described as inhibitor of 5-LO.
Since in-vitro assays might have generated artifacts, a method for 5-LO purification from human cells was sought, in order to examine the modification state of the protein in the cellular context. ATP-agarose affinity purification and anti-5-LO immunoprecipitation proved inappropriate for sample purification for MALDI-MS analysis. Consequently, two human cell lines that are able to express 5-LO (Rec-1 Blymphocytes and MM6 monocytes) were transduced with a DNA cassette that contained recombinant human 5-LO sequence with an attached N-terminal FLAG-tag. Anti-FLAG immunoprecipitation was then performed effectively in cell lysates and the precipitated FLAG-5-LO was separated by SDS-PAGE before MALDI-MS analysis.
The examined cell stimuli were expected to result to phosphorylation of 5-LO at Ser523 by PKA in Rec-1 cells and to phosphorylation of Ser271 and/or Ser663 in MM6 cells by activated MK2 and ERK2, respectively. Additionally, under the conditions of MM6 cell stimulation, Fgr, Hck and Yes kinases, which phosphorylated 5-LO in vitro, were expected to be activated and the possibility of 5-LO phosphorylation on tyrosine was investigated. Although immunoblotting results indicated that all the aforementioned phosphorylation events existed in the examined samples, MALDI-MS analysis verified only phosphorylation on Ser271 in differentiated MM6 cells, interestingly regardless of cell stimulation.
Finally, the primary amine derivatization procedure by EZ-linkTM was utilized for MS analysis of lysine rich proteins. In the past, chemical propionylation of histones had been employed prior to trypsin digestion; however it was easily confused in MS with combinations of other PTMs (e.g. acetylation, methylation). Moreover, propionylation is a PTM for histone H3 and this information was lost. Consequently, the EZ-link reagent was more useful for analysis of histones, as unambiguous assignment of PTMs and detection of native propionylation on bovine H3 became possible.
Physical Biology is a field of life sciences dealing with the extraction of quantitative data from biophysical or molecular biological experiments with different levels of complexity. Such data are further used as parameters for mathematical models of the biological system. These models allow to predict reactions on external stimuli by describing the relevant molecular interactions and are therefore used for example to generate a deeper comprehension of complex human diseases. An essential technique in biophysical research on human diseases is fluorescence microscopy. This is a constantly developed toolbox comprising a large number of specific labeling strategies, as well as a broad spectrum of fluorescent probes. It is further minimal invasive and therefore suitable for measurements in living cells or organisms. The sensitivity of modern photo-detectors even allows for the detection of a single fluorescent probe with an accuracy of approximately 10 nm.
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The model-prediction was further verified by two color SMLM experiments. In this work the development and application of imaging-systems are described which provide quantitative data with single-molecule resolution for systems biological model approaches with a low degree of abstractness. In the near future, the impact of mathematical models in the research field of complex human diseases will increase. The predictions of these models will be more exact, the more detailed and accurate the input parameters will become. This work gives an impression of how quantitative data obtained by SMLM may serve as input parameters for mathematical models at the single-cell level.
Channelrhodopsin-1 from Chlamydomonas augustae (CaChR1) is a light-activated cation channel, which is a promising optogenetic tool. We show by resonance Raman spectroscopy and retinal extraction followed by high pressure liquid chromatography (HPLC) that the isomeric ratio of all-trans to 13-cis of solubilized channelrhodopsin-1 is with 70:30 identical to channelrhodopsin-2 from Chlamydomonas reinhardtii (CrChR2). Critical frequency shifts in the retinal vibrations are identified in the Raman spectrum upon transition to the open (conductive P2(380)) state. Fourier transform infrared spectroscopy (FTIR) spectra indicate different structures of the open states in the two channelrhodopsins as reflected by the amide I bands and the protonation pattern of acidic amino acids.
The title compound, [Li2(C25H23BN4OP)2], features a centrosymmetric dimeric complex. The four-memberered Li2O2 ring is exactly planar due to symmetry. The Li atom is four-coordinated by two O atoms and by two N atoms of two different pyrazole rings. The dihedral angle between two pyrazole rings bonded to the same B atom is 45.66 (9)°. The B—N—N—Li—N—N metalla ring adopts a boat conformation. The crystal packing is stabilized by van der Waals interactions only.
In the title compound, C40H76Si, the Si atom is located on a special position of site symmetry -4. Thus, there is just a quarter of a molecule in the asymmetric unit. The C=C double bonds exhibit a trans configuration. The Si atom and the tert-butyl group are located on the same side of the plane formed by the C=C double bond and its four substituents. The crystal packing shows no short contacts between the molecules and despite the low crystal density (0.980 Mg m−3), there are no significant voids in the structure.