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Dynamic imaging of landmark organelles, such as nuclei, cell membrane, nuclear envelope, and lipid droplets enables image-based phenotyping of functional states of cells. Multispectral fluorescent imaging of landmark organelles requires labor-intensive labeling, limits throughput, and compromises cell health. Virtual staining of label-free images with deep neural networks is an emerging solution for this problem. Multiplexed imaging of cellular landmarks from scattered light and subsequent demultiplexing with virtual staining saves the light spectrum for imaging additional molecular reporters, photomanipulation, or other tasks. Published approaches for virtual staining of landmark organelles are fragile in the presence of nuisance variations in imaging, culture conditions, and cell types. This paper reports model training protocols for virtual staining of nuclei and membranes robust to cell types, cell states, and imaging parameters. We developed a flexible and scalable convolutional architecture, named UNeXt2, for supervised training and self-supervised pre-training. The strategies we report here enable robust virtual staining of nuclei and cell membranes in multiple cell types, including neuromasts of zebrafish, across a range of imaging conditions. We assess the models by comparing the intensity, segmentations, and application-specific measurements obtained from virtually stained and experimentally stained nuclei and membranes. The models rescue the missing label, non-uniform expression of labels, and photobleaching. We share three pre-trained models, named VSCyto3D, VSCyto2D, and VSNeuromast, as well as VisCy, a PyTorch-based pipeline for training, inference, and deployment that leverages the modern OME-Zarr format.
Dynamic imaging of landmark organelles, such as nuclei, cell membrane, nuclear envelope, and lipid droplets enables image-based phenotyping of functional states of cells. Multispectral fluorescent imaging of landmark organelles requires labor-intensive labeling, limits throughput, and compromises cell health. Virtual staining of label-free images with deep neural networks is an emerging solution for this problem. Multiplexed imaging of cellular landmarks from scattered light and subsequent demultiplexing with virtual staining saves the light spectrum for imaging additional molecular reporters, photomanipulation, or other tasks. Published approaches for virtual staining of landmark organelles are fragile in the presence of nuisance variations in imaging, culture conditions, and cell types. This paper reports model training protocols for virtual staining of nuclei and membranes robust to label-free imaging parameters, cell states, and cell types. We developed a flexible and scalable convolutional architecture, named UNeXt2, for supervised training and self-supervised pre-training. The strategies we report here enable robust virtual staining of nuclei and cell membranes in multiple cell types, including neuromasts of zebrafish, across a range of imaging conditions. We assess the models by comparing the intensity, segmentations, and application-specific measurements obtained from virtually stained and experimentally stained nuclei and membranes. The models rescue the missing label, non-uniform expression of labels, and photobleaching. We share three pre-trained models, named VSCyto3D, VSCyto2D, and VSNeuromast, as well as VisCy, a PyTorch-based pipeline for training, inference, and deployment that leverages the modern OME-Zarr format.
The combination of high-throughput sequencing and in vivo crosslinking approaches leads to the progressive uncovering of the complex interdependence between cellular transcriptome and proteome. Yet, the molecular determinants governing interactions in protein-RNA networks are not well understood. Here we investigated the relationship between the structure of an RNA and its ability to interact with proteins. Analysing in silico, in vitro and in vivo experiments, we find that the amount of double-stranded regions in an RNA correlates with the number of protein contacts. This relationship —which we call structure-driven protein interactivity— allows classification of RNA types, plays a role in gene regulation and could have implications for the formation of phase-separated ribonucleoprotein assemblies. We validate our hypothesis by showing that a highly structured RNA can rearrange the composition of a protein aggregate. We report that the tendency of proteins to phase-separate is reduced by interactions with specific RNAs.
Ribosome recycling orchestrated by ABCE1 is a fundamental process in protein translation and mRNA surveillance, connecting termination with initiation. Beyond the plenitude of well-studied translational GTPases, ABCE1 is the only essential factor energized by ATP, delivering the energy for ribosome splitting via two nucleotide-binding sites by a yet unknown mechanism. Here, we define how allosterically coupled ATP binding and hydrolysis events in ABCE1 empower ribosome recycling. ATP occlusion in the low-turnover control site II promotes formation of the pre-splitting complex and facilitates ATP engagement in the high-turnover site I, which in turn drives the structural reorganization required for ribosome splitting. ATP hydrolysis and ensuing release of ABCE1 from the small subunit terminate the post-splitting complex. Thus, ABCE1 runs through an allosterically coupled cycle of closure and opening at both sites, consistent with a processive clamp model. This study delineates the inner mechanics of ABCE1 and reveals why various ABCE1 mutants lead to defects in cell homeostasis, growth, and differentiation.
Life and biological resilience rely on the execution of precise gene expression profiles. A key mechanism to ensure cellular homeostasis is the regulation of protein synthesis. Recent studies have unveiled an intrinsic regulatory capacity of ribosomes, previously considered mere executors of mRNA translation. Neurons in particular finely regulate protein synthesis, at both global and local levels. This sustains their complex morphology and allows them to rapidly transmit, integrate, and respond to external stimuli. In this thesis, I investigated the neuronal ribosome and how subcellular environments and physiological perturbations shape it, by profiling its molecular composition, functional interconnections, and cellular distribution.
First, I used genetic engineering, biochemical purification, and mass spectrometry, to characterize in an unbiased manner the translation machinery specifically from excitatory and inhibitory neurons of the mouse cortex. I found that neuronal ribosomes commonly interact with RNA-binding proteins, components of the cytoskeleton, and proteins associated with the endoplasmic reticulum and vesicles. In line with the requirement for local protein synthesis in the distal parts of neurons, we observed that neuronal ribosomes preferentially interact with proteins involved in cellular transport. Remarkably, I observed a strong association between ribosomes and pre-synaptic vesicles, which suggests a potential regulatory interaction between local translation and neuronal activity.
Intriguingly, I and others have observed mRNAs encoding for core ribosomal proteins (RPs) among the genes most enriched in neuronal processes. This observation challenges two historical assumptions of ribosome biology: (1) new RPs are incorporated only into newly forming ribosomes, and (2) this incorporation occurs only in the nucleus and perinuclear region. In my PhD, I aimed to directly test these two assumptions and if proven wrong ask whether and why neurons would localize RP mRNAs far from their known assembly site.
Employing a combination of metabolic labeling and highly sensitive mass spectrometry techniques, I discovered that a subset of RPs rapidly and dynamically binds on and off mature ribosomes. Strikingly, this incorporation does not depend on the supply of new ribosomes from the nucleus. Therefore, my data refuted the assumption that ribosomes are built and degraded as a unit and revealed a more dynamic view of these machines, which can actively exchange core components. In particular, I found that the association of certain exchanging RPs is influenced by location (e.g., cell body versus neurites) and cellular state (e.g., post-oxidative stress). Neurons may use this mechanism to repair and/or specialize their protein synthesis machinery in a rapid and context-dependent manner.
Finally, I asked whether some steps of ribosome biogenesis could also take place in distal processes. Although most steps of ribosome assembly occur within the nucleus, the final stages of maturation are known to occur in the cytosol. By combining several imaging and biochemical approaches, I found that cytosolic (but not nuclear) pre-ribosomal particles are present in neuronal processes. Through the incorporation of new RPs into these immature particles, neurons may be able to locally “turn on” previously incompetent ribosomes. This may enable regions near synapses to enhance and customize their translational capacity, independently of the central pool of ribosomes from the cell body. Indeed, I observed that synaptic plasticity induces a maturation of cytosolic pre-ribosomes.
In summary, this thesis shows how neuronal ribosomes can sense cellular states, respond by adjusting their core composition, and in doing so influence the local capacity for protein synthesis. By overturning long-held assumptions in ribosome biology, this work highlights new molecular mechanisms of gene expression and enriches our understanding of the rapid and dynamic strategies cells employ to operate, thrive, and adaptively respond to environmental changes.
The ribonucleic acid of reovirus was extracted with 2 M sodium perchlorate solution and spread by the protein monolayer technique. Areas of the monolayer were transferred to support films, rotary shadowed, and observed in the electron microscope. Filaments of RNA obtained by extraction prior to spreading were similar in appearance and in distribution of contour lengths (0.2 to 1.2 μ) to those obtained by phenol extraction of the virus. Most of the filaments resulting from extraction of the virus suspension during spreading on a sodium perchlorate solution, however, were longer than 1 μ. The lengths of the longest filaments exceeded the 5 μ length predicted from chemical data for one single piece of complementary-stranded RNA in the reovirus particle.
The short filaments, 1.2 μ and less in length, fell into a tri-modal pattern of length distribution with peaks at 0.35 μ, 0.60 μ and 1.10 μ. These shorter lengths probably resulted from breakage of the intact RNA during the extraction procedures. The consistently observed pattern of length distribution suggests that they represent relatively stable subunits of the molecule.
Sodium perchlorate extracted reovirus RNA was thermally denatured in formaldehyde prior to spreading by the protein monolayer technique. Length distributions and relative numbers of filaments in the peaks of the tri-modal distribution pattern were similar to those found for unheated material when extracted prior to spreading. This similarity indicates that heating subsequent to extraction produced no further filament breakage. The thin, kinky appearance of the heated filaments, and the appearance of congruent pairs, indicated that heating had separated the strands of the complementary-stranded RNA subunits.
Rhodopsin-based voltage imaging tools for use in muscles and neurons of Caenorhabditis elegans
(2019)
Genetically encoded voltage indicators (GEVIs) based on microbial rhodopsins utilize the voltage-sensitive fluorescence of all-trans retinal (ATR), while in electrochromic FRET (eFRET) sensors, donor fluorescence drops when the rhodopsin acts as depolarization-sensitive acceptor. In recent years, such tools have become widely used in mammalian cells but are less commonly used in invertebrate systems, mostly due to low fluorescence yields. We systematically assessed Arch(D95N), Archon, QuasAr, and the eFRET sensors MacQ-mCitrine and QuasAr-mOrange, in the nematode Caenorhabditis elegans ATR-bearing rhodopsins reported on voltage changes in body wall muscles (BWMs), in the pharynx, the feeding organ [where Arch(D95N) showed approximately 128% ΔF/F increase per 100 mV], and in neurons, integrating circuit activity. ATR fluorescence is very dim, yet, using the retinal analog dimethylaminoretinal, it was boosted 250-fold. eFRET sensors provided sensitivities of 45 to 78% ΔF/F per 100 mV, induced by BWM action potentials, and in pharyngeal muscle, measured in simultaneous optical and sharp electrode recordings, MacQ-mCitrine showed approximately 20% ΔF/F per 100 mV. All sensors reported differences in muscle depolarization induced by a voltage-gated Ca2+-channel mutant. Optogenetically evoked de- or hyperpolarization of motor neurons increased or eliminated action potential activity and caused a rise or drop in BWM sensor fluorescence. Finally, we analyzed voltage dynamics across the entire pharynx, showing uniform depolarization but compartmentalized repolarization of anterior and posterior parts. Our work establishes all-optical, noninvasive electrophysiology in live, intact C. elegans.
In optogenetics, rhodopsins were established as light-driven tools to manipulate neuronal activity. However, during long-term photostimulation using channelrhodopsin (ChR), desensitization can reduce effects. Furthermore, requirement for continuous presence of the chromophore all-trans retinal (ATR) in model systems lacking sufficient endogenous concentrations limits its applicability. We tested known, and engineered and characterized new variants of de- and hyperpolarizing rhodopsins in Caenorhabditis elegans. ChR2 variants combined previously described point mutations that may synergize to enable prolonged stimulation. Following brief light pulses ChR2(C128S;H134R) induced muscle activation for minutes or even for hours (‘Quint’: ChR2(C128S;L132C;H134R;D156A;T159C)), thus featuring longer open state lifetime than previously described variants. Furthermore, stability after ATR removal was increased compared to the step-function opsin ChR2(C128S). The double mutants C128S;H134R and H134R;D156C enabled increased effects during repetitive stimulation. We also tested new hyperpolarizers (ACR1, ACR2, ACR1(C102A), ZipACR). Particularly ACR1 and ACR2 showed strong effects in behavioral assays and very large currents with fast kinetics. In sum, we introduce highly light-sensitive optogenetic tools, bypassing previous shortcomings, and thus constituting new tools that feature high effectiveness and fast kinetics, allowing better repetitive stimulation or investigating prolonged neuronal activity states in C. elegans and, possibly, other systems.
F1Fo‐ATP synthase is one of the best studied macromolecular machines in nature. It can be inhibited by a range of small molecules, which include the polyphenols, resveratrol and piceatannol. Here, we introduce Photoswitchable Inhibitors of ATP Synthase, termed PIAS, which were synthetically derived from these polyphenols. They can be used to reversibly control the enzymatic activity of purified yeast Yarrowia lipolyticaATP synthase by light. Our experiments indicate that the PIAS bind to the same site in the ATP synthase F1 complex as the polyphenols in their trans form, but they do not bind in their cis form. The PIAS could be useful tools for the optical precision control of ATP synthase in a variety of biochemical and biotechnological applications.
NK cells are part of the innate immune system, and are important players in the body’s first defence line against virus-infected and malignantly transformed cells. While T cells recognize neoplastic cells in an MHC-restricted fashion, NK cells do not require prior sensitization and education about the target. In leukemia and lymphoma patients undergoing allogeneic hematopoietic stem cell transplantation not only T cells but also NK cells have been found to mediate potent graft-versus-tumor effects. Hence, autologous or donor-derived NK cells hold great promise for cancer immunotherapy. Since the generation of highly purified NK cell products for clinical applications is labor-intensive and time consuming, established human NK cell lines such as NK-92 are also being considered for clinical protocols. NK-92 cells display phenotypic and functional characteristics similar to activated primary NK cells. While NK-92 cells are highly cytotoxic towards malignant cells of hematologic origin, they do not affect healthy human tissues. NK-92 cells can be expanded under GMP-compliant conditions, and can therefore be provided in sufficient numbers with defined phenotypic characteristics for clinical applications. Safety of NK-92 cells for adoptive immunotherapy was already shown in two phase I/II clinical trials...
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.
Much of the research on Na+/H+ exchange has been done in prokaryotic models, mainly on the NhaA Na+/H+-exchanger from Escherichia coli (EcNhaA). Two conserved aspartate residues, Asp-163 and Asp-164, are essential for transport and are candidates for possible binding sites for the two H+ that are exchanged for one Na+ to make the overall transport process electrogenic. More recently, a proposed mechanism of transport for EcNhaA has suggested direct binding of one of the transported H+ to the conserved Lys-300 residue, a salt bridge partner of Asp-163. This contention is supported by a study reporting that substitution of the equivalent residue, Lys-305, of a related Na+/H+ antiporter, NapA from Thermus thermophilus, renders the transporter electroneutral. In this work, we sought to establish whether the Lys-300 residue and its partner Asp-163 are essential for the electrogenicity of EcNhaA. To that end, we replaced Lys-300 with Gln, either alone or together with the simultaneous substitution of Asp-163 with Asn, and characterized these transporter variants in electrophysiological experiments combined with H+ transport measurements and stability analysis. We found that K300Q EcNhaA can still support electrogenic Na+/H+ antiport in EcNhaA, but has reduced thermal stability. A parallel electrophysiological investigation of the K305Q variant of TtNapA revealed that it is also electrogenic. Furthermore, replacement of both salt bridge partners in the ion-binding site of EcNhaA produced an electrogenic variant (D163N/K300Q). Our findings indicate that alternative mechanisms sustain EcNhaA activity in the absence of canonical ion-binding residues and that the conserved lysines confer structural stability.
Remote control of the synthesis of a [2]rotaxane and its shuttling via metal‐ion translocation
(2019)
Remote control in an eight‐component network commanded both the synthesis and shuttling of a [2]rotaxane via metal‐ion translocation, the latter being easily monitored by distinct colorimetric and fluorimetric signals. Addition of zinc(II) ions to the red colored copper‐ion relay station rapidly liberated copper(I) ions and afforded the corresponding zinc complex that was visualized by a bright sky blue fluorescence at 460 nm. In a mixture of all eight components of the network, the liberated copper(I) ions were translocated to a macrocycle that catalyzed formation of a rotaxane by a double‐click reaction of acetylenic and diazide compounds. The shuttling frequency in the copper‐loaded [2]rotaxane was determined to k298=30 kHz (ΔH≠=62.3±0.6 kJ mol−1, ΔS≠=50.1±5.1 J mol−1 K−1, ΔG≠298=47.4 kJ mol−1). Removal of zinc(II) ions from the mixture reversed the system back generating the metal‐free rotaxane. Further alternate addition and removal of Zn2+ reversibly controlled the shuttling mode of the rotaxane in this eight‐component network where the ion translocation status was monitored by the naked eye.
Transmetallation and oxidative substitution were utilized to prepare examples of group 14, group 6 and group 10 complexes from lithiated or chlorinated 4,4-dimethyl-2-(2-thienyl) oxazoline or its N-alkylated analogs. Two of the product types (2and 5) can be classified as a-thio or remote carbene complexes, depending on the position (3- or 5-) of attachment to the substituted thiophene ring. Spectroscopic measurements as well as crystal and molecular structure determinations clarified the bonding within the new compounds.
Relative orientation of POTRA domains from cyanobacterial Omp85 studied by pulsed EPR spectroscopy
(2016)
Many proteins of the outer membrane of Gram-negative bacteria and of the outer envelope of the endosymbiotically derived organelles mitochondria and plastids have a β-barrel fold. Their insertion is assisted by membrane proteins of the Omp85-TpsB superfamily. These proteins are composed of a C-terminal β-barrel and a different number of N-terminal POTRA domains, three in the case of cyanobacterial Omp85. Based on structural studies of Omp85 proteins, including the five POTRA-domain-containing BamA protein of Escherichia coli, it is predicted that anaP2 and anaP3 bear a fixed orientation, whereas anaP1 and anaP2 are connected via a flexible hinge. We challenged this proposal by investigating the conformational space of the N-terminal POTRA domains of Omp85 from the cyanobacterium Anabaena sp. PCC 7120 using pulsed electron-electron double resonance (PELDOR, or DEER) spectroscopy. The pronounced dipolar oscillations observed for most of the double spin-labeled positions indicate a rather rigid orientation of the POTRA domains in frozen liquid solution. Based on the PELDOR distance data, structure refinement of the POTRA domains was performed taking two different approaches: 1) treating the individual POTRA domains as rigid bodies; and 2) using an all-atom refinement of the structure. Both refinement approaches yielded ensembles of model structures that are more restricted compared to the conformational ensemble obtained by molecular dynamics simulations, with only a slightly different orientation of N-terminal POTRA domains anaP1 and anaP2 compared with the x-ray structure. The results are discussed in the context of the native environment of the POTRA domains in the periplasm.
Since Inhibitor of Apoptosis (IAP) proteins are frequently dysregulated in different cancer entities and contribute to apoptosis resistance, pharmacological IAP antagonists are considered to be promising agents for the future development of cancer treatment strategies. IAP antagonists are small-molecule drugs that have been designed to mimic the interaction site of IAP proteins with their endogenous inhibitor Second mitochondrial activator of caspases (SMAC). Thus, they are frequently referred to as SMAC mimetics. Treatment with SMAC mimetics engages an apoptotic program in cancers by affecting different components of the apoptotic machinery. Besides disinhibition of caspases, SMAC mimetics trigger non-canonical nuclear factor-κB (NF-κB) signaling, which induces upregulation of tumor necrosis factor (TNF) α and other NF-κB target genes. In particular, TNFα production has been closely linked to the induction of SMAC mimetic-mediated cell death. The TNFα-dependent para/autocrine loop facilitates the formation of a cytosolic complex consisting of caspase-8, Fas-associated death domain (FADD) and Receptor-interacting protein (RIP) 1, which serves as caspase-8 activation platform and ultimately triggers induction of apoptosis. In the present study, we use the small-molecule bivalent SMAC mimetic BV6 to analyze SMAC-stimulated NF-κB signaling in cancer cell lines of different entities. Interestingly, we identify two novel NF-κB-regulated factors that are both required for SMAC mimetic-induced apoptosis in a context-dependent manner. First, we show that NF-κB-dependent upregulation of death receptor 5 (DR5) can serve as an alternative mechanism of BV6-mediated cell death. We demonstrate that BV6 treatment induces NF-κB-dependent but largely TNFα -independent apoptosis in A172 glioblastoma cells. By using an unbiased whole genome expression analysis approach, we identify DR5 as a critical NF-κB target gene, which substitutes TNFα and is indispensable for BV6-initated cell death in A172 cells. Second, we demonstrate that Interferon regulatory factor (IRF) 1 is required for BV6-induced TNFα production and apoptosis. Our study provides evidence that IRF1 closely cooperates with the NF-κB network in BV6-mediated cell death and additionally alters expression of selective SMAC mimetic-induced target genes. Furthermore, we show that BV6 treatment triggers secretion of a set of proinflammatory cytokines and increases attraction of monocytes to BV6-treated tumor cells in an IRF1-dependent manner. In summary, our work supports the notion that NF-κB-regulated factors are critically required for SMAC mimetic-initiated apoptosis. We show that IRF1 is indispensable for TNFα production and cell death in BV6-sensitive cell lines and that also DR5 can serve as a proapoptotic NF-κB-controlled factor in BV6-induced apoptosis besides TNFα. Furthermore, this study contributes to an improved understanding on non-apoptotic functions of SMAC mimetics, as IRF1 additionally influences expression levels of proinflammatory cytokines and attraction of immune cells. Thus, our work provides novel insights into the regulation of SMAC mimetic-induced signaling events, which is crucial for the translation of SMAC mimetics for use in clinical application.
Cells maintain membrane fluidity by regulating lipid saturation, but the molecular mechanisms of this homeoviscous adaptation remain poorly understood. Here, we have reconstituted the core machinery for sensing and regulating lipid saturation in baker’s yeast to directly characterize its response to defined membrane environments. Using spectroscopic techniques and in vitro ubiquitylation, we uncover a unique sensitivity of the transcriptional regulator Mga2 to the abundance, position, and configuration of double bonds in lipid acyl chains and provide unprecedented insight into the molecular rules of membrane adaptivity. Our data challenge the prevailing hypothesis that membrane viscosity serves as the measured variable for regulating lipid saturation. Rather, we show that the signaling output of Mga2 correlates with the size of a single sensor residue in the transmembrane helix, which senses the lateral pressure and/or compressibility profile in a defined region of the membrane. Our findings suggest that membrane property sensors have evolved remarkable sensitivities to highly specific aspects of membrane structure and dynamics, thus paving the way toward the development of genetically encoded reporters for such membrane properties in the future.
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.
Epidermal growth factor (EGF) receptor belongs to the broad family of enzymatic receptors called receptor tyrosine kinases (RTKs). Generally, the binding of a ligand to these receptors leads to activation of their intracellular kinase activity that sets in motion a cascade of signaling events. In order to ensure appropriate responses to physiological stimuli, the cell is endowed with the ability to regulate signal transduction via numerous mechanisms such as dephosphorylation of the RTK and its substrates as well as downregulation of the RTK. Activation of EGFR is a potent mitogenic (proliferative) and motogenic (cell motility) signal that plays crucial roles during embryonic development and maintenance of adult tissue. EGFR signaling is primarily regulated by ligand-induced receptor internalization with subsequent degradation in lysosomes. While the complex of proteins that are recruited to EGFR after its activation is well understood, proteins that interact with the receptor in the absence of ligand binding are still not systematically studied. With the goal of identifying novel binding partners of non-activated EGFR, a membrane based yeast-two hybrid screen (MYTH) was conducted. MYTH is based on the principle of in vivo reconstitution of the N-terminus (Nub) and C-terminus (Cub) halves of ubiquitin once brought into close proximity. A chimeric protein consisting of EGFR fused to Cub and a transcription factor was used as a bait to screen Nub-tagged cDNA library. Analysis of resultant yeast transformants revealed a total of 87 proteins to interact with EGFR. Of these only 11 were previously shown to bind to EGFR. A majority of the other proteins were shown to interact with the receptor by yeast retransformation. Fifteen were confirmed to bind to EGFR by coimmunoprecipitation assays in mammalian cells. One of the novel EGFR interactors identified in the screen was histone deacetylase 6 (HDAC6). This deacetylase is localized in the cytoplasm and known to deacetylate alpha-tubulin, HSP90 and cortactin. The juxtamembrane region of EGFR binds to the Cterminus of HDAC6. Functionally, overexpression of wild type HDAC6 stabilized ligand-induced degradation of the receptor. On the other hand, deacetylase deficient or EGFR binding compromised mutants of HDAC6 were able to stabilize EGFR only partially. Downmodulation of HDAC6 expression by RNAi markedly accelerated degradation of the receptor. Taken together, HDAC6 is a negative regulator of EGFR downregulation that is dependent on its deacetylase activity and ability to bind to the receptor. Imaging studies revealed that HDAC6 does not affect internalization of EGFR from the plasma membrane but rather influences the post-endocytic trafficking of the receptor-ligand complex to lysosomes. Pulse-chase experiments using fluorophoretagged EGF showed that EGFR is transported faster towards the peri-nuclear region and delivered to late endosomes rapidly in HDAC6 depleted cells. HDAC6 is demonstrated to act, at least partly, by regulating the acetylation of alpha-tubulin. Upon EGFR activation, acetylation of alpha-tubulin on lysine 40 is progressively increased as shown by mass spectrometry and immunoblotting. Forced expression of a dominant negative mutant of alpha-tubulin, but not wild type alpha-tubulin, led to reduced speed and processive movement of early endosomes in GFP-Rab5 expressing cells. In a surprising twist, EGFR is able to phosphorylate HDAC6 on Tyr570. Phosphorylation of Tyr570 and Ser568 leads to inactivation of the deacetylase function of HDAC6 as shown by in vivo and in vitro assays. In summary, HDAC6 diminishes EGFR downregulation by slowing the transport of intracellular vesicles. The inhibitory effect is removed once HDAC6 is phosphorylated on key residues. In line with these findings, two recent reports have shown that hyper-acetylation of alpha-tubulin induced by inhibition of HDAC6 increases the transport of brain derived neurotrophic factor and JNK interacting protein-1 in different cell systems. Acetylated microtubules are more efficient in recruiting motor proteins like kinesin-1 and dynein. These findings indicate that HDAC6 plays an important regulatory role in intracellular trafficking pathways. However, several outstanding issues still remain unresolved. How does acetylation of microtubules influence vesicular trafficking? In this regard, the temporal and spatial dynamics of alpha-tubulin acetylation following EGFR activation should be studied. Furthermore, whether HDAC6 affects the trafficking of other endocytic cargos and additional organelles is an interesting question to address.
Modelling protein structure seems a challenging enterprise because the number of structure parameters required ordinarily exceeds the amount of independent data points available from experimental observations. Expressing the predominant conformation of a protein in terms of a geometry model, a polypeptide chain consisting of N atoms would command 3N – 6 Cartesian coordinates be fixed. Even for small proteins, this becomes a daunting number. Fortunately, so-called holonomic constraints limit the number of variables, leaving substantially fewer, truly relevant parameters for folding the polypeptide chain into its native tertiary structure. For example, adjusting bond lengths and the many angles between the covalent bonds connecting the atoms is of little concern and appropriate standard values can be inserted from tableworks (Pople & Gordon, 1967; Engh & Huber, 1991, 2006). Table 1 exemplifies for the 147-residue protein Desulfovibrio vulgaris flavodoxin how the number of truly independent internal rotational degrees of freedom amounts to less than one-tenth of the Cartesian coordinate set size...