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In bioengineering, scaffold proteins have been increasingly used to recruit molecules to parts of a cell, or to enhance the efficacy of biosynthetic or signalling pathways. For example, scaffolds can be used to make weak or non-immunogenic small molecules immunogenic by attaching them to the scaffold, in this role called carrier. Here, we present the dodecin from Mycobacterium tuberculosis (mtDod) as a new scaffold protein. MtDod is a homododecameric complex of spherical shape, high stability and robust assembly, which allows the attachment of cargo at its surface. We show that mtDod, either directly loaded with cargo or equipped with domains for non-covalent and covalent loading of cargo, can be produced recombinantly in high quantity and quality in Escherichia coli. Fusions of mtDod with proteins of up to four times the size of mtDod, e.g. with monomeric superfolder green fluorescent protein creating a 437 kDa large dodecamer, were successfully purified, showing mtDod’s ability to function as recruitment hub. Further, mtDod equipped with SYNZIP and SpyCatcher domains for post-translational recruitment of cargo was prepared of which the mtDod/SpyCatcher system proved to be particularly useful. In a case study, we finally show that mtDod-peptide fusions allow producing antibodies against human heat shock proteins and the C-terminus of heat shock cognate 70 interacting protein (CHIP).
Introns of human transfer RNA precursors (pre-tRNAs) are excised by the tRNA splicing endonuclease TSEN in complex with the RNA kinase CLP1. Mutations in TSEN/CLP1 occur in patients with pontocerebellar hypoplasia (PCH), however, their role in the disease is unclear. Here, we show that intron excision is catalyzed by tetrameric TSEN assembled from inactive heterodimers independently of CLP1. Splice site recognition involves the mature domain and the anticodon-intron base pair of pre-tRNAs. The 2.1-Å resolution X-ray crystal structure of a TSEN15–34 heterodimer and differential scanning fluorimetry analyses show that PCH mutations cause thermal destabilization. While endonuclease activity in recombinant mutant TSEN is unaltered, we observe assembly defects and reduced pre-tRNA cleavage activity resulting in an imbalanced pre-tRNA pool in PCH patient-derived fibroblasts. Our work defines the molecular principles of intron excision in humans and provides evidence that modulation of TSEN stability may contribute to PCH phenotypes.
1H, 13C, and 15N backbone chemical shift assignments of coronavirus-2 non-structural protein Nsp10
(2020)
The international Covid19-NMR consortium aims at the comprehensive spectroscopic characterization of SARS-CoV-2 RNA elements and proteins and will provide NMR chemical shift assignments of the molecular components of this virus. The SARS-CoV-2 genome encodes approximately 30 different proteins. Four of these proteins are involved in forming the viral envelope or in the packaging of the RNA genome and are therefore called structural proteins. The other proteins fulfill a variety of functions during the viral life cycle and comprise the so-called non-structural proteins (nsps). Here, we report the near-complete NMR resonance assignment for the backbone chemical shifts of the non-structural protein 10 (nsp10). Nsp10 is part of the viral replication-transcription complex (RTC). It aids in synthesizing and modifying the genomic and subgenomic RNAs. Via its interaction with nsp14, it ensures transcriptional fidelity of the RNA-dependent RNA polymerase, and through its stimulation of the methyltransferase activity of nsp16, it aids in synthesizing the RNA cap structures which protect the viral RNAs from being recognized by the innate immune system. Both of these functions can be potentially targeted by drugs. Our data will aid in performing additional NMR-based characterizations, and provide a basis for the identification of possible small molecule ligands interfering with nsp10 exerting its essential role in viral replication.
The FUBP1-FUSE complex is an essential component of a transcription molecular machinery that is necessary for tight regulation of expression of many key genes including c-Myc and p21. FUBP1 utilizes its four articulated KH modules, which function cooperatively, for FUSE nucleotide binding. To understand molecular mechanisms fundamental to the intermolecular interaction, we present a set of crystal structures, as well ssDNA-binding characterization of FUBP1 KH domains. All KH1-4 motifs were highly topologically conserved, and were able to interact with FUSE individually and independently. Nevertheless, differences in nucleotide binding properties among the four KH domains were evident, including higher nucleotide-binding potency for KH3 as well as diverse nucleotide sequence preferences. Variations in amino acid compositions at one side of the binding cleft responsible for nucleobase resulted in diverse shapes and electrostatic charge interaction, which might feasibly be a contributing factor for different nucleotide-binding propensities among KH1-4. Nonetheless, conservation of structure and nucleotide-binding property in all four KH motifs is essential for the cooperativity of multi KH modules present in FUBP1 towards nanomolar affinity for FUSE interaction. Comprehensive structural comparison and ssDNA binding characteristics of all four KH domains presented here provide molecular insights at a fundamental level that might be beneficial for elucidating the mechanisms of the FUBP1-FUSE interaction.
Over the last 15 years the Diagnostic Center of Acute Leukemia (DCAL) at the Frankfurt University has diagnosed and elucidated the Mixed Lineage Leukemia (MLL) recombinome with >100 MLL fusion partners. When analyzing all these different events, balanced chromosomal translocations were found to comprise the majority of these cases (~70%), while other types of genetic rearrangements (3-way-translocations, spliced fusions, 11q inversions, interstitial deletions or insertion of chromosomal fragments into other chromosomes) account for about 30%. In nearly all those complex cases, functional fusion proteins can be produced by transcription, splicing and translation. With a few exceptions (10 out of 102 fusion genes which were per se out-of-frame), all these genetic rearrangements produced a direct MLL fusion gene, and in 94% of cases an additional reciprocal fusion gene. So far, 114 patients (out of 2454 = ~5%) have been diagnosed only with the reciprocal fusion allele, displaying no MLL-X allele. The fact that so many MLL rearrangements bear at least two fusion alleles, but also our findings that several direct MLL fusions were either out-of-frame fusions or missing, raises the question about the function and importance of reciprocal MLL fusions. Recent findings also demonstrate the presence of reciprocal MLL fusions in sarcoma patients. Here, we want to discuss the role of reciprocal MLL fusion proteins for leukemogenesis and beyond.
One current goal in native mass spectrometry is the assignment of binding affinities to noncovalent complexes. Here we introduce a novel implementation of the existing laser-induced liquid bead ion desorption (LILBID) mass spectrometry method: this new method, LILBID laser dissociation curves, assesses binding strengths quantitatively. In all LILBID applications, aqueous sample droplets are irradiated by 3 µm laser pulses. Variation of the laser energy transferred to the droplet during desorption affects the degree of complex dissociation. In LILBID laser dissociation curves, laser energy transfer is purposely varied, and a binding affinity is calculated from the resulting complex dissociation. A series of dsDNAs with different binding affinities was assessed using LILBID laser dissociation curves. The binding affinity results from the LILBID laser dissociation curves strongly correlated with the melting temperatures from UV melting curves and with dissociation constants from isothermal titration calorimetry, standard solution phase methods. LILBID laser dissociation curve data also showed good reproducibility and successfully predicted the melting temperatures and dissociation constants of three DNA sequences. LILBID laser dissociation curves are a promising native mass spectrometry binding affinity method, with reduced time and sample consumption compared to melting curves or titrations.
Non-alcoholic steatohepatitis (NASH) - a hepatic manifestation of the metabolic syndrome - is a multifactorial disease with alarming global prevalence. It involves steatosis, inflammation and fibrosis in the liver, thus demanding multiple modes of action for robust therapeutic efficacy. Aiming to fuse complementary validated anti-NASH strategies in a single molecule, we have designed and systematically optimized a scaffold for triple activation of farnesoid X receptor (FXR), peroxisome proliferator-activated receptor (PPAR) α and PPARδ. Pilot profiling of the resulting triple modulator demonstrated target engagement in native cellular settings and in mice, rendering it a suitable tool to probe the triple modulator concept in vivo. In DIO NASH in mice, the triple agonist counteracted hepatic inflammation and reversed hepatic fibrosis highlighting the potential of designed polypharmacology in NASH.
Transfer RNA fragments replace microRNA regulators of the cholinergic post-stroke immune blockade
(2020)
Stroke is a leading cause of death and disability. Recovery depends on a delicate balance between inflammatory responses and immune suppression, tipping the scale between brain protection and susceptibility to infection. Peripheral cholinergic blockade of immune reactions fine-tunes this immune response, but its molecular regulators are unknown. Here, we report a regulatory shift in small RNA types in patient blood sequenced two days after ischemic stroke, comprising massive decreases of microRNA levels and concomitant increases of transfer RNA fragments (tRFs) targeting cholinergic transcripts. Electrophoresis-based size-selection followed by RT-qPCR validated the top 6 upregulated tRFs in a separate cohort of stroke patients, and independent datasets of small and long RNA sequencing pinpointed immune cell subsets pivotal to these responses, implicating CD14+ monocytes in the cholinergic inflammatory reflex. In-depth small RNA targeting analyses revealed the most-perturbed pathways following stroke and implied a structural dichotomy between microRNA and tRF target sets. Furthermore, lipopolysaccharide stimulation of murine RAW 264.7 cells and human CD14+ monocytes upregulated the top 6 stroke-perturbed tRFs, and overexpression of stroke-inducible tRF-22-WE8SPOX52 using an ssRNA mimic induced downregulation of immune regulator Z-DNA binding protein 1 (Zbp1). In summary, we identified a “changing of the guards” between RNA types that may systemically affect homeostasis in post-stroke immune responses, and pinpointed multiple affected pathways, which opens new venues for establishing therapeutics and biomarkers at the protein- and RNA-level.
Significance Statement Ischemic stroke triggers peripheral immunosuppression, increasing the susceptibility to post-stroke pneumonia that is linked with poor survival. The post-stroke brain initiates intensive communication with the immune system, and acetylcholine contributes to these messages; but the responsible molecules are yet unknown. We discovered a “changing of the guards,” where microRNA levels decreased but small transfer RNA fragments (tRFs) increased in post-stroke blood. This molecular switch may re-balance acetylcholine signaling in CD14+ monocytes by regulating their gene expression and modulating post-stroke immunity. Our observations point out to tRFs as molecular regulators of post-stroke immune responses that may be potential therapeutic targets.
Transfer RNA fragments replace microRNA regulators of the cholinergic post-stroke immune blockade
(2020)
Stroke is a leading cause of death and disability. Recovery depends on balance between inflammatory response and immune suppression, which can be CNS-protective but may worsen prognosis by increasing patients’ susceptibility to infections. Peripheral cholinergic blockade of immune reactions fine-tunes this immune response, but its molecular regulators are unknown. Therefore, we sought small RNA balancers of the cholinergic anti-inflammatory pathway in peripheral blood from ischemic stroke patients. Using RNA-sequencing and RT-qPCR, we discovered in patients’ blood on day 2 after stroke a “change of guards” reflected in massive decreases in microRNAs (miRs) and increases in transfer RNA fragments (tRFs) targeting cholinergic transcripts. Electrophoresis-based size-selection followed by RT-qPCR validated the top 6 upregulated tRFs in a separate cohort of stroke patients, and independent small RNA-sequencing datasets presented post-stroke enriched tRFs as originating from lymphocytes and monocytes. In these immune compartments, we found CD14+ monocytes to express the highest amounts of cholinergic transcripts. In-depth analysis of CD14+ regulatory circuits revealed minimally overlapping subsets of transcription factors carrying complementary motifs to miRs or tRFs, indicating different roles for the stroke-perturbed members of these small RNA species. Furthermore, LPS-stimulated murine RAW264.7 cells presented dexamethasone-suppressible upregulation of the top 6 tRFs identified in human patients, indicating an evolutionarily conserved and pharmaceutically treatable tRF response to inflammatory cues. Our findings identify tRF/miR subgroups which may co-modulate the homeostatic response to stroke in patients’ blood and open novel venues for establishing RNA-targeted concepts for post-stroke diagnosis and therapeutics.
Transfer RNA fragments replace microRNA regulators of the cholinergic poststroke immune blockade
(2020)
Stroke is a leading cause of death and disability. Recovery depends on a delicate balance between inflammatory responses and immune suppression, tipping the scale between brain protection and susceptibility to infection. Peripheral cholinergic blockade of immune reactions fine-tunes this immune response, but its molecular regulators are unknown. Here, we report a regulatory shift in small RNA types in patient blood sequenced 2 d after ischemic stroke, comprising massive decreases of microRNA levels and concomitant increases of transfer RNA fragments (tRFs) targeting cholinergic transcripts. Electrophoresis-based size-selection followed by qRT-PCR validated the top six up-regulated tRFs in a separate cohort of stroke patients, and independent datasets of small and long RNA sequencing pinpointed immune cell subsets pivotal to these responses, implicating CD14+ monocytes in the cholinergic inflammatory reflex. In-depth small RNA targeting analyses revealed the most-perturbed pathways following stroke and implied a structural dichotomy between microRNA and tRF target sets. Furthermore, lipopolysaccharide stimulation of murine RAW 264.7 cells and human CD14+ monocytes up-regulated the top six stroke-perturbed tRFs, and overexpression of stroke-inducible tRF-22-WE8SPOX52 using a single-stranded RNA mimic induced down-regulation of immune regulator Z-DNA binding protein 1. In summary, we identified a “changing of the guards” between small RNA types that may systemically affect homeostasis in poststroke immune responses, and pinpointed multiple affected pathways, which opens new venues for establishing therapeutics and biomarkers at the protein and RNA level.
Alzheimer’s disease (AD) is the most prevalent neurodegenerative disease causing dementia and poses significant health risks to middle-aged and elderly people. Brain magnetic resonance imaging (MRI) is the most widely used diagnostic method for AD. However, it is challenging to collect sufficient brain imaging data with high-quality annotations. Weakly supervised learning (WSL) is a machine learning technique aimed at learning effective feature representation from limited or low-quality annotations. In this paper, we propose a WSL-based deep learning (DL) framework (ADGNET) consisting of a backbone network with an attention mechanism and a task network for simultaneous image classification and image reconstruction to identify and classify AD using limited annotations. The ADGNET achieves excellent performance based on six evaluation metrics (Kappa, sensitivity, specificity, precision, accuracy, F1-score) on two brain MRI datasets (2D MRI and 3D MRI data) using fine-tuning with only 20% of the labels from both datasets. The ADGNET has an F1-score of 99.61% and sensitivity is 99.69%, outperforming two state-of-the-art models (ResNext WSL and SimCLR). The proposed method represents a potential WSL-based computer-aided diagnosis method for AD in clinical practice.
Unc-51-like kinase 4 (ULK4) is a pseudokinase that has been linked to the development of several diseases. Even though sequence motifs required for ATP binding in kinases are lacking, ULK4 still tightly binds ATP and the presence of the cofactor is required for structural stability of ULK4. Here we present a high-resolution structure of a ULK4-ATPγS complex revealing a highly unusual ATP binding mode in which the lack of the canonical VAIK motif lysine is compensated by K39, located N-terminal to αC. Evolutionary analysis suggests that degradation of active site motifs in metazoan ULK4 has co-occurred with an ULK4 specific activation loop, which stabilizes the C-helix. In addition, cellular interaction studies using BioID and biochemical validation data revealed high confidence interactors of the pseudokinase and armadillo repeat domains. Many of the identified ULK4 interaction partners were centrosomal and tubulin associated proteins and several active kinases suggesting new roles for ULK4.
Highlights: Structure of the ULK4 ATP complex reveals a unique ATP binding mode.
Disease associated mutations modulate ATP binding and ULK4 stability
Degradation of active site motifs co-occurred in evolution with an ULK4 specific activation loop
BioID suggests a role of ULK4 regulating centrosomal and cytoskeletal functions,
MKK7 (MEK7) is a key regulator of the JNK stress signaling pathway and targeting MKK7 has been proposed as a chemotherapeutic strategy. Detailed understanding of the MKK7 structure and factors that impact its activity is therefore of critical importance. Here, we present a comprehensive set of MKK7 crystal structures revealing insights into catalytic domain plasticity and the role of the N-terminal regulatory helix, conserved in all MAP2Ks, mediating kinase activation. Crystal structures harboring this regulatory helix revealed typical structural features of active kinase, providing exclusively a first model of the MAP2K active state. A small molecule screening campaign yielded multiple scaffolds, including type-II irreversible inhibitors a binding mode that has not been reported previously. We also observed an unprecedented allosteric pocket located in the N-terminal lobe for the approved drug ibrutinib. Collectively, our structural and functional data expand and provide alternative targeting strategies for this important MAP2K kinase.
Selectivity remains a challenge for ATP-mimetic kinase inhibitors, an issue that may be overcome by targeting unique residues or binding pockets. However, to date only few strategies have been developed. Here we identify that bulky residues located N-terminal to the DFG motif (DFG-1) represent an opportunity for designing highly selective inhibitors with unexpected binding modes. We demonstrate that several diverse inhibitors exerted selective, noncanonical binding modes that exclusively target large hydrophobic DFG-1 residues present in many kinases including PIM, CK1, DAPK, and CLK. By use of the CLK family as a model, structural and biochemical data revealed that the DFG-1 valine controlled a noncanonical binding mode in CLK1, providing a rationale for selectivity over the closely related CLK3 which harbors a smaller DFG-1 alanine. Our data suggest that targeting the restricted back pocket in the small fraction of kinases that harbor bulky DFG-1 residues offers a versatile selectivity filter for inhibitor design.
Selectivity remains a challenge for ATP-mimetic kinase inhibitors, an issue that may be overcome by targeting unique residues or binding pockets. However, to date only few strategies have been developed. Here we identify that bulky residues located N-terminal to the DFG motif (DFG-1) represent an opportunity for designing highly selective inhibitors with unexpected binding modes. We demonstrate that several diverse inhibitors exerted selective, non-canonical binding modes that exclusively target large hydrophobic DFG-1 residues present in many kinases including PIM, CK1, DAPK and CLK. Using the CLK family as a model, structural and biochemical data revealed that the DFG-1 valine controlled a non-canonical binding mode in CLK1, providing a rational for selectivity over the closely-related CLK3 which harbors a smaller DFG-1 alanine. Our data suggests that targeting the restricted back pocket in the small fraction of kinases that harbor bulky DFG-1 residues offers a versatile selectivity filter for inhibitor design.
Single-particle electron cryo-microscopy (cryoEM) has undergone a `resolution revolution' that makes it possible to characterize megadalton (MDa) complexes at atomic resolution without crystals. To fully exploit the new opportunities in molecular microscopy, new procedures for the cloning, expression and purification of macromolecular complexes need to be explored. Macromolecular assemblies are often unstable, and invasive construct design or inadequate purification conditions and sample-preparation methods can result in disassembly or denaturation. The structure of the 2.6 MDa yeast fatty acid synthase (FAS) has been studied by electron microscopy since the 1960s. Here, a new, streamlined protocol for the rapid production of purified yeast FAS for structure determination by high-resolution cryoEM is reported. Together with a companion protocol for preparing cryoEM specimens on a hydrophilized graphene layer, the new protocol yielded a 3.1 Å resolution map of yeast FAS from 15 000 automatically picked particles within a day. The high map quality enabled a complete atomic model of an intact fungal FAS to be built.
Modular polyketide synthases (PKSs) produce complex, bioactive secondary metabolites in assembly line-like multistep reactions. Longstanding efforts to produce novel, biologically active compounds by recombining intact modules to new modular PKSs have mostly resulted in poorly active chimeras and decreased product yields. Recent findings demonstrate that the low efficiencies of modular chimeric PKSs also result from rate limitations in the transfer of the growing polyketide chain across the non-cognate module:module interface and further processing of the non-native polyketide substrate by the ketosynthase (KS) domain. In this study, we aim at disclosing and understanding the low efficiency of chimeric modular PKSs and at establishing guidelines for modular PKSs engineering. To do so, we work with a bimodular PKS testbed and systematically vary substrate specificity, substrate identity, and domain:domain interfaces of the KS involved reactions. We observe that KS domains employed in our chimeric bimodular PKSs are bottlenecks with regards to both substrate specificity as well as interaction with the ACP. Overall, our systematic study can explain in quantitative terms why early oversimplified engineering strategies based on the plain shuffling of modules mostly failed and why more recent approaches show improved success rates. We moreover identify two mutations of the KS domain that significantly increased turnover rates in chimeric systems and interpret this finding in mechanistic detail.
The ongoing pandemic caused by the Betacoronavirus SARS-CoV-2 (Severe Acute Respiratory Syndrome Coronavirus-2) demonstrates the urgent need of coordinated and rapid research towards inhibitors of the COVID-19 lung disease. The covid19-nmr consortium seeks to support drug development by providing publicly accessible NMR data on the viral RNA elements and proteins. The SARS-CoV-2 genome encodes for approximately 30 proteins, among them are the 16 so-called non-structural proteins (Nsps) of the replication/transcription complex. The 217-kDa large Nsp3 spans one polypeptide chain, but comprises multiple independent, yet functionally related domains including the viral papain-like protease. The Nsp3e sub-moiety contains a putative nucleic acid-binding domain (NAB) with so far unknown function and consensus target sequences, which are conceived to be both viral and host RNAs and DNAs, as well as protein-protein interactions. Its NMR-suitable size renders it an attractive object to study, both for understanding the SARS-CoV-2 architecture and drugability besides the classical virus’ proteases. We here report the near-complete NMR backbone chemical shifts of the putative Nsp3e NAB that reveal the secondary structure and compactness of the domain, and provide a basis for NMR-based investigations towards understanding and interfering with RNA- and small-molecule-binding by Nsp3e.
Fragment-based screening has evolved as a remarkable approach within the drug discovery process both in the industry and academia. Fragment screening has become a more structure-based approach to inhibitor development, but also towards development of pathway-specific clinical probes. However, it is often witnessed that the availability, immediate and long-term, of a high quality fragment-screening library is still beyond the reach of most academic laboratories. Within iNEXT (Infrastructure for NMR, EM and X-rays for Translational research), a EU-funded Horizon 2020 program, a collection of 782 fragments were assembled utilizing the concept of “poised fragments” with the aim to facilitate downstream synthesis of ligands with high affinity by fragment ligation. Herein, we describe the analytical procedure to assess the quality of this purchased and assembled fragment library by NMR spectroscopy. This quality assessment requires buffer solubility screening, comparison with LC/MS quality control and is supported by state-of-the-art software for high throughput data acquisition and on-the-fly data analysis. Results from the analysis of the library are presented as a prototype of fragment progression through the quality control process.
The current pandemic situation caused by the Betacoronavirus SARS-CoV-2 (SCoV2) highlights the need for coordinated research to combat COVID-19. A particularly important aspect is the development of medication. In addition to viral proteins, structured RNA elements represent a potent alternative as drug targets. The search for drugs that target RNA requires their high-resolution structural characterization. Using nuclear magnetic resonance (NMR) spectroscopy, a worldwide consortium of NMR researchers aims to characterize potential RNA drug targets of SCoV2. Here, we report the characterization of 15 conserved RNA elements located at the 5′ end, the ribosomal frameshift segment and the 3′-untranslated region (3′-UTR) of the SCoV2 genome, their large-scale production and NMR-based secondary structure determination. The NMR data are corroborated with secondary structure probing by DMS footprinting experiments. The close agreement of NMR secondary structure determination of isolated RNA elements with DMS footprinting and NMR performed on larger RNA regions shows that the secondary structure elements fold independently. The NMR data reported here provide the basis for NMR investigations of RNA function, RNA interactions with viral and host proteins and screening campaigns to identify potential RNA binders for pharmaceutical intervention.
The SARS-CoV-2 genome encodes for approximately 30 proteins. Within the international project COVID19-NMR, we distribute the spectroscopic analysis of the viral proteins and RNA. Here, we report NMR chemical shift assignments for the protein Nsp3b, a domain of Nsp3. The 217-kDa large Nsp3 protein contains multiple structurally independent, yet functionally related domains including the viral papain-like protease and Nsp3b, a macrodomain (MD). In general, the MDs of SARS-CoV and MERS-CoV were suggested to play a key role in viral replication by modulating the immune response of the host. The MDs are structurally conserved. They most likely remove ADP-ribose, a common posttranslational modification, from protein side chains. This de-ADP ribosylating function has potentially evolved to protect the virus from the anti-viral ADP-ribosylation catalyzed by poly-ADP-ribose polymerases (PARPs), which in turn are triggered by pathogen-associated sensing of the host immune system. This renders the SARS-CoV-2 Nsp3b a highly relevant drug target in the viral replication process. We here report the near-complete NMR backbone resonance assignment (1H, 13C, 15N) of the putative Nsp3b MD in its apo form and in complex with ADP-ribose. Furthermore, we derive the secondary structure of Nsp3b in solution. In addition, 15N-relaxation data suggest an ordered, rigid core of the MD structure. These data will provide a basis for NMR investigations targeted at obtaining small-molecule inhibitors interfering with the catalytic activity of Nsp3b.
The overall survival for patients with acute lymphoblastic leukemia (ALL) often is the function of age, in particular in 2019 analysis revealed that 5-year overall survival for patients older than 20 years remains below 35% (American Cancer Society, Cancer Facts &Figures 2019). Importantly, one of the major issues in ALL therapy is the ability of tumor cells to escape the treatment via the establishment of an immunosuppressive environment. The tumor microenvironment has gained tremendous importance in the past decade. This is largely based on the reasoning that, in order to devise better therapeutic strategies for patients, we need to gain better understanding into how malignant cells transform their microenvironment to promote growth, escape immune control and gain therapeutic resistance.
TAM receptors (TAMRs) are engaged in innate immune cells as a feed-back mechanism to terminate the immune response and promote the return to homeostasis (Rothlin et al. 2007). In the context of cancers, aberrant TAMR signaling was mainly explored concerning its pro-oncogenic function (Paolino and Penninger 2016). There are only limited data available suggesting the modulation of cancer immune response via TAMR signaling in highly immunogenic solid tumor models (Paolino et al. 2014; Ubil et al. 2018). So far, however, little is known about their potential indirect immune-modulatory function in hematological malignancies. Taking into account the pronounced importance of TAMR signaling in immune cells combined with the leukemic immune tolerance, the current study focused on the function of TAMR and their ligands in anti-leukemic immunity.
This work uncovers the mechanism of dampening anti-leukemic immune response via TAMR signaling on macrophages using the syngeneic BCR-ABL1 B-ALL mouse model. Using genetic depletion of GAS6 in the host environment or ablation of AXL and/or MERTK receptors in macrophages the bone marrow microenvironment could be rewired in order to achieve an efficient anti-leukemic immune response. In particular, the GAS6/AXL blockade triggers an effective NKand T- cell-dependent anti-leukemic response that results in prolonged survival. This finding specifically tackles the obstacle of inefficient bridging between innate and adaptive immune response typical for hematological malignancies in contrast to solid tumors (E. K. Curran, Godfrey, and Kline 2017).
Besides establishing the vital function of TAMR signaling in anti-leukemic immunity using murine models, the analysis of human blood plasma revealed that age-related immune dysregulation was manifested by significant GAS6 decrease and PROS1 upregulation among elderly donors (>60 y.o.) compared to controls (<25 y.o.). These data are indicative that TAMR signaling likely favors the age-dependent immune system decline, which in turn is associated with a poor survival rate of elderly patients diagnosed with leukemia.
In conclusion, using a preclinical ALL model here it was identified in vivo, that Axl significantly increases upon B-ALL challenge in Mph and NK cells. Therefore, AXL targeting, using the orally bioavailable selective inhibitor Bemcentinib, could serve as a powerful approach to revert early immunosuppression created by leukemia.
Taken together these data propose the AXL receptor as a novel immune checkpoint and attractive candidate for the development of a new therapeutic approach via unleashing the patient’s own immune system to combat leukemic cells.
Cerumen was found to be a promising alternative specimen for the detection of drugs. In a pilot study, drugs of abuse were identified at a higher detection rate and a longer detection window in cerumen than in urine. In this study, cerumen from subjects was analyzed after they ingested the designer stimulant 4-fluoroamphetamine (4-FA) in a controlled manner. Methods: Twelve subjects ingested placebo and 100 mg of 4-FA. Five of them were also given 150 mg of 4-FA in 150 mL Royal Club bitter lemon drink at least after 7 days. Cerumen was sampled using cotton swabs at baseline, 1 h after the ingestion of the drug and at the end of the study day (12 h). After extraction with ethyl acetate followed by solid-phase extraction, the extracts were analyzed using liquid chromatography coupled with tandem mass spectrometry (LC–MS/MS). Results and discussion: In the cerumen of all 12 subjects, 4-FA was detected 12 h after its ingestion; in most subjects, cerumen was detected after 1 h of ingestion, ranging from 0.06 to 13.90 (median 1.52) ng per swab. The detection of 4-FA in cerumen sampled 7 days or more after the first dose suggested a long detection window of cerumen. Conclusions: Cerumen can be successfully used to detect a single drug ingestion even immediately after the ingestion when a sufficient amount of cerumen is used.
Super-resolution optical fluctuation imaging (SOFI) is a super-resolution microscopy technique that overcomes the diffraction limit by analyzing intensity fluctuations of statistically independent emitters in a time series of images. The final images are background-free and show confocality and enhanced spatial resolution (super-resolution). Fluorophore photobleaching, however, is a key limitation for recording long time series of images that will allow for the calculation of higher order SOFI results with correspondingly increased resolution. Here, we demonstrate that photobleaching can be circumvented by using fluorophore labels that reversibly and transiently bind to a target, and which are being replenished from a buffer which serves as a reservoir. Using fluorophore-labeled short DNA oligonucleotides, we labeled cellular structures with target-specific antibodies that contain complementary DNA sequences and record the fluctuation events caused by transient emitter binding. We show that this concept bypasses extensive photobleaching and facilitates two-color imaging of cellular structures with SOFI.
Designed multitarget ligands are a popular approach to generating efficient and safe drugs, and fragment-based strategies have been postulated as a versatile avenue to discover multitarget ligand leads. To systematically probe the potential of fragment-based multiple ligand discovery, we have employed a large fragment library for comprehensive screening on five targets chosen from proteins for which multitarget ligands have been successfully developed previously (soluble epoxide hydrolase, leukotriene A4 hydrolase, 5-lipoxygenase, retinoid X receptor, farnesoid X receptor). Differential scanning fluorimetry served as primary screening method before fragments hitting at least two targets were validated in orthogonal assays. Thereby, we obtained valuable fragment leads with dual-target engagement for six out of ten target combinations. Our results demonstrate the applicability of fragment-based approaches to identify starting points for polypharmacological compound development with certain limitations.
The bacteriophage ΦX174 causes large pore formation in Escherichia coli and related bacteria. Lysis is mediated by the small membrane-bound toxin ΦX174-E, which is composed of a transmembrane domain and a soluble domain. The toxin requires activation by the bacterial chaperone SlyD and inhibits the cell wall precursor forming enzyme MraY. Bacterial cell wall biosynthesis is an important target for antibiotics; therefore, knowledge of molecular details in the ΦX174-E lysis pathway could help to identify new mechanisms and sites of action. In this study, cell-free expression and nanoparticle technology were combined to avoid toxic effects upon ΦX174-E synthesis, resulting in the efficient production of a functional full-length toxin and engineered derivatives. Pre-assembled nanodiscs were used to study ΦX174-E function in defined lipid environments and to analyze its membrane insertion mechanisms. The conformation of the soluble domain of ΦX174-E was identified as a central trigger for membrane insertion, as well as for the oligomeric assembly of the toxin. Stable complex formation of the soluble domain with SlyD is essential to keep nascent ΦX174-E in a conformation competent for membrane insertion. Once inserted into the membrane, ΦX174-E assembles into high-order complexes via its transmembrane domain and oligomerization depends on the presence of an essential proline residue at position 21. The data presented here support a model where an initial contact of the nascent ΦX174-E transmembrane domain with the peptidyl-prolyl isomerase domain of SlyD is essential to allow a subsequent stable interaction of SlyD with the ΦX174-E soluble domain for the generation of a membrane insertion competent toxin.
Certain electron-rich 1,4-diborabenzene derivatives efficiently activate single, double, and triple bonds and thereby increasingly compete with transition metals in homogeneous catalysis. This review compares the activation of three model substrates (H2, H2C=CH2, CO2) by (i) 9,10-dihydro-9,10-diboraanthracene dianions, (ii) their neutral carbene-stabilized congeners, (iii) 1,3,2,5-diazadiborinines, and (iv) 1,4,2,5-diazadiborinines. Distinct structure-properties relationships become apparent, the most influential factors being (i) the steric demands of the B-bonded substituents, (ii) the charges on the B-doped (hetero)arenes, (iii) charge polarization as a result of additional N-doping, and (iv) the energies and nodal structures of the frontier orbitals. The observed reactions are explained by a transition metal-like activation mechanism. If the two boron atoms are chemically inequivalent, contributions of a B(+I)/B(+III) mixed-valence state determine the observed regioselectivities when polar substrates are added. The lessons learned from the conversions of the model substrates are subsequently used to rationalize the behavior of the B2 heterocycles also toward more sophisticated substrate molecules. Finally, catalytic cycles based on H2- and H−-transfers, hydroboration reactions, and CO2 reductions will be covered.
We report here the in-cell NMR-spectroscopic observation of the binding of the cognate ligand 2′-deoxyguanosine to the aptamer domain of the bacterial 2′-deoxyguanosine-sensing riboswitch in eukaryotic cells, namely Xenopus laevis oocytes and in human HeLa cells. The riboswitch is sufficiently stable in both cell types to allow for detection of binding of the ligand to the riboswitch. Most importantly, we show that the binding mode established by in vitro characterization of this prokaryotic riboswitch is maintained in eukaryotic cellular environment. Our data also bring important methodological insights: Thus far, in-cell NMR studies on RNA in mammalian cells have been limited to investigations of short (<15 nt) RNA fragments that were extensively modified by protecting groups to limit their degradation in the intracellular space. Here, we show that the in-cell NMR setup can be adjusted for characterization of much larger (≈70 nt) functional and chemically non-modified RNA.
We developed three bathochromic, green-light activatable, photolabile protecting groups based on a nitrodibenzofuran (NDBF) core with D-π-A push–pull structures. Variation of donor substituents (D) at the favored ring position enabled us to observe their impact on the photolysis quantum yields. Comparing our new azetidinyl-NDBF (Az-NDBF) photolabile protecting group with our earlier published DMA-NDBF, we obtained insight into its excitation-specific photochemistry. While the “two-photon-only” cage DMA-NDBF was inert against one-photon excitation (1PE) in the visible spectral range, we were able to efficiently release glutamic acid from azetidinyl-NDBF with irradiation at 420 and 530 nm. Thus, a minimal change (a cyclization adding only one carbon atom) resulted in a drastically changed photochemical behavior, which enables photolysis in the green part of the spectrum.
The genome of the halophilic archaeon Haloferax volcanii encodes more than 40 one-domain zinc finger µ-proteins. Only one of these, HVO_2753, contains four C(P)XCG motifs, suggesting the presence of two zinc binding pockets (ZBPs). Homologs of HVO_2753 are widespread in many euryarchaeota. An in frame deletion mutant of HVO_2753 grew indistinguishably from the wild-type in several media, but had a severe defect in swarming and in biofilm formation. For further analyses, the protein was produced homologously as well as heterologously in Escherichia coli. HVO_2753 was stable and folded in low salt, in contrast to many other haloarchaeal proteins. Only haloarchaeal HVO_2753 homologs carry a very hydrophilic N terminus, and NMR analysis showed that this region is very flexible and not part of the core structure. Surprisingly, both NMR analysis and a fluorimetric assay revealed that HVO_2753 binds only one zinc ion, despite the presence of two ZBPs. Notably, the analysis of cysteine to alanine mutant proteins by NMR as well by in vivo complementation revealed that all four C(P)XCG motifs are essential for folding and function. The NMR solution structure of the major conformation of HVO_2753 was solved. Unexpectedly, it was revealed that ZBP1 was comprised of C(P)XCG motifs 1 and 3, and ZBP2 was comprised of C(P)XCG motifs 2 and 4. There are several indications that ZBP2 is occupied by zinc, in contrast to ZBP1. To our knowledge, this study represents the first in-depth analysis of a zinc finger µ-protein in all three domains of life.
We report here the nuclear magnetic resonance 19F screening of 14 RNA targets with different secondary and tertiary structure to systematically assess the druggability of RNAs. Our RNA targets include representative bacterial riboswitches that naturally bind with nanomolar affinity and high specificity to cellular metabolites of low molecular weight. Based on counter-screens against five DNAs and five proteins, we can show that RNA can be specifically targeted. To demonstrate the quality of the initial fragment library that has been designed for easy follow-up chemistry, we further show how to increase binding affinity from an initial fragment hit by chemistry that links the identified fragment to the intercalator acridine. Thus, we achieve low-micromolar binding affinity without losing binding specificity between two different terminator structures.
Phytochrome photoreceptors operate via photoisomerization of a bound bilin chromophore. Their typical architecture consists of GAF, PAS and PHY domains. Knotless phytochromes lack the PAS domain, while retaining photoconversion abilities, with some being able to photoconvert with just the GAF domain. Therefore, we investigated the ultrafast photoisomerization of the Pr state of a knotless phytochrome to reveal the effect of the PHY domain and its “tongue” region on the transduction of the light signal. We show that the PHY domain does not affect the initial conformational dynamics of the chromophore. However, it significantly accelerates the consecutively induced reorganizational dynamics of the protein, necessary for the progression of the photoisomerization. Consequently, the PHY domain keeps the bilin and its binding pocket in a more reactive conformation, which decreases the extent of protein reorganization required for the chromophore isomerization. Thereby, less energy is lost along nonproductive reaction pathways, resulting in increased efficiency.
The structure and flexibility of RNA depends sensitively on the microenvironment. Using pulsed electron-electron double-resonance (PELDOR)/double electron-electron resonance (DEER) spectroscopy combined with advanced labeling techniques, we show that the structure of double-stranded RNA (dsRNA) changes upon internalization into Xenopus lævis oocytes. Compared to dilute solution, the dsRNA A-helix is more compact in cells. We recapitulate this compaction in a densely crowded protein solution. Atomic-resolution molecular dynamics simulations of dsRNA semi-quantitatively capture the compaction, and identify non-specific electrostatic interactions between proteins and dsRNA as a possible driver of this effect.
The C40A/C82A double mutant of barstar has been shown to undergo cold denaturation above the water freezing point. By rapidly applying radio-frequency power to lossy aqueous samples, refolding of barstar from its cold-denatured state can be followed by real-time NMR spectroscopy. Since temperature-induced unfolding and refolding is reversible for this double mutant, multiple cycling can be utilized to obtain 2D real-time NMR data. Barstar contains two proline residues that adopt a mix of cis and trans conformations in the low-temperature-unfolded state, which can potentially induce multiple folding pathways. The high time resolution real-time 2D-NMR measurements reported here show evidence for multiple folding pathways related to proline isomerization, and stable intermediates are populated. By application of advanced heating cycles and state-correlated spectroscopy, an alternative folding pathway circumventing the rate-limiting cis-trans isomerization could be observed. The kinetic data revealed intermediates on both, the slow and the fast folding pathway.
The RHO gene encodes the G-protein-coupled receptor (GPCR) rhodopsin. Numerous mutations associated with impaired visual cycle have been reported; the G90D mutation leads to a constitutively active mutant form of rhodopsin that causes CSNB disease. We report on the structural investigation of the retinal configuration and conformation in the binding pocket in the dark and light-activated state by solution and MAS-NMR spectroscopy. We found two long-lived dark states for the G90D mutant with the 11-cis retinal bound as Schiff base in both populations. The second minor population in the dark state is attributed to a slight shift in conformation of the covalently bound 11-cis retinal caused by the mutation-induced distortion on the salt bridge formation in the binding pocket. Time-resolved UV/Vis spectroscopy was used to monitor the functional dynamics of the G90D mutant rhodopsin for all relevant time scales of the photocycle. The G90D mutant retains its conformational heterogeneity during the photocycle.
The exhaustive trichlorosilylation of hexachloro-1,3-butadiene was achieved in one step by using a mixture of Si2Cl6 and [nBu4N]Cl (7:2 equiv) as the silylation reagent. The corresponding butadiene dianion salt [nBu4N]2[1] was isolated in 36 % yield after recrystallization. The negative charges of [1]2− are mainly delocalized across its two carbanionic (Cl3Si)2C termini (α-effect of silicon) such that the central bond possesses largely C=C double-bond character. Upon treatment with 4 equiv of HCl, [1]2− is converted into neutral 1,2,3,4-tetrakis(trichlorosilyl)but-2-ene, 3. The Cl− acceptor AlCl3, induces a twofold ring-closure reaction of [1]2− to form a six-membered bicycle 4 in which two silacyclobutene rings are fused along a shared C=C double bond (84 %). Compound 4, which was structurally characterized by X-ray crystallography, undergoes partial ring opening to a monocyclic silacyclobutene 2 in the presence of HCl, but is thermally stable up to at least 180 °C.
Genetic code expansion facilitates position-selective modification of nucleic acids and proteins
(2020)
Transcription and translation obey to the genetic code of four nucleobases and 21 amino acids evolved over billions of years. Both these processes have been engineered to facilitate the use of non-natural building blocks in both nucleic acids and proteins, enabling researchers with a decent toolbox for structural and functional analyses. Here, we review the most common approaches for how labeling of both nucleic acids as well as proteins in a site-selective fashion with either modifiable building blocks or spectroscopic probes can be facilitated by genetic code expansion. We emphasize methodological approaches and how these can be adapted for specific modifications, both during as well as after biomolecule synthesis. These modifications can facilitate, for example, a number of different spectroscopic analysis techniques and can under specific circumstances even be used in combination.
Molecular analysis of the ribosome recycling factor ABCE1 bound to the 30S post-splitting complex
(2020)
Ribosome recycling by the twin-ATPase ABCE1 is a key regulatory process in mRNA translation and surveillance and in ribosome-associated protein quality control in Eukarya and Archaea. Here, we captured the archaeal 30S ribosome post-splitting complex at 2.8 Å resolution by cryo-electron microscopy. The structure reveals the dynamic behavior of structural motifs unique to ABCE1, which ultimately leads to ribosome splitting. More specifically, we provide molecular details on how conformational rearrangements of the iron–sulfur cluster domain and hinge regions of ABCE1 are linked to closure of its nucleotide-binding sites. The combination of mutational and functional analyses uncovers an intricate allosteric network between the ribosome, regulatory domains of ABCE1, and its two structurally and functionally asymmetric ATP-binding sites. Based on these data, we propose a refined model of how signals from the ribosome are integrated into the ATPase cycle of ABCE1 to orchestrate ribosome recycling.
Two salts of the 6,6-difluoro-6H-dibenzo[c,e][1,2]oxaborinin-6-ide anion with different cations
(2020)
The crystal structures are reported of the 6,6-difluoro-6H-dibenzo[c,e][1,2]oxaborinin-6-ide (or 9,9-difluoro-10-oxa-9-boraphenanthren-9-ide) anion with two different cations, namely, potassium 6,6-difluoro-6H-dibenzo[c,e][1,2]oxaborinin-6-ide, K+·C12H8BF2O−, (II), featuring a polymeric structure, and bis(tetraphenylphosphonium) bis(6,6-difluoro-6H-dibenzo[c,e][1,2]oxaborinin-6-ide) acetonitrile trisolvate, 2C24H20P+·2C12H8BF2O−·3CH3CN, (III), which is composed of discrete cations, anions and acetonitrile solvent molecules linked by C—H...O, C—H...N and C—H...F hydrogen bonds. There are only minor differences in the geometrical parameters of the anions in these structures.
At the beginning of the 1980s, an increased frequency of immune deficiency was discovered in a population of homosexual men, which is nowadays known as the Acquired Immune Deficiency Syndrome (AIDS). A few years later, the retro virus Human Immunodeficiency Virus 1(HIV-1) has been discovered as the cause of AIDS. Since the beginning of the pandemic, more that 74 million people have become infected and more than 32 million people died. In 2018, it was estimated that 38 million people where living with HIV-1 of which 24.5 million had access to Highly Active Antiretroviral Therapy (HAART), which blocks viral replication and prevents the progression towards AIDS. In the most cases an HIV-1 infection leads to the patient’s death within a few years Without HAART.
Taken together, this thesis shows that hematopoietic stem and progenitor cells harbor the prerequisites and characteristics to form an HIV-1 reservoir in vivo. The subsets of HSCs, MPPs and CD34+CD38+ progenitors harbor CD4 & CXCR4 double-positive cells as well as a lower amount of CD4 & CCR5 doublepositive cells. In addition, the susceptibility to X4-tropic HIV-1 is shown in vitro. Susceptibility to R5-tropic HIV-1 is only seen to a very low amount for CD34+CD38+ progenitors. The results also show that transduced HSPCs are capable to pass on integrated viral genomes via proliferation and differentiation during in vitro colony formation. More over the experiments provide evidence that this can take place for long time span as the outcome of the replating assays shows. Ex vivo analysis of HSPCs isolated from PLHIV also suggests that these cells are susceptible to HIV-1. Proviral DNA detection using a nested PCR showed infection of Lin- cells of a single donor with an R5-tropic subtype B HIV-1 clone. However, the assay could not detect infection of CD34+ cells. The
received results of this thesis are in agreement with previously published results. Albeit the obvious susceptibility to HIV-1 and existing reports of viral survival within HSPCs for several years, the low frequency of detected in vivo infected HSPCs could be related to the cytopathic effects of HIV-1 during replication resulting in cell death of potentially infected CD34+ cells. Other reasons could be associated with assay sensitivity or the small number of available patient samples. This makes hematopoietic stem and progenitor cells a target, which can be infected by HIV-1. The role and the clinical relevance of hematopoietic stem and progenitor cells in contribution to the latent viral HIV-1 reservoir within an HIV-1 infected patient needs to be further analyzed.
Die Kommunikation von Zellen mit ihrer Umgebung wird durch Rezeptorproteine arrangiert, die sich in der Plasmamembran befinden. Membranrezeptoren werden durch die Bindung von extrazellulären Liganden, Pathogenen oder Zell-Zell-Interaktionen aktiviert, wodurch die Bildung eines aktiven Zustands gefördert wird, der eine intrazelluläre Reaktion einleitet. Eine Beschreibung auf molekularer Ebene, wie sich Membranrezeptoren in Proteinanordnungen organisieren und wie diese Proteinanordnungen eine spezifische funktionelle Aufgabe ausführen, ist der Ausgangspunkt für das Verständnis der molekularen Mechanismen, die Gesundheit und Krankheit zugrunde liegen.
Die Fluoreszenzmikroskopie gibt Aufschluss über die Lage von Proteinen in Zellen, und mit der Einführung der höchstauflösenden Mikroskopie wurde der Nachweis einzelner Proteingruppierungen möglich. Eine Einschränkung der meisten Methoden der höchstauflösenden Mikroskopie ist, dass einzelne Komponenten einer Proteingruppierung optisch nicht aufgelöst werden können, was an der geringen Größe und dichten Packung der Bestandteile im Vergleich zur erreichbaren räumlichen Auflösung liegt. Eine Lösung, die für Einzelmolekül-Lokalisierungsmethoden gezeigt wurde, besteht darin, zusätzliche experimentelle Informationen in die Analyse zu implementieren, also „die Aufl sungsgrenze der höchstauflösenden Mikroskopie zu umgehen". Bei der Einzelmolekül-Bildgebung kann diese zusätzliche Information zum Beispiel die Kinetik von mehrfachen und wiederkehrenden
Emissionsereignissen sein, die bei einzelnen Fluorophoren beobachtet werden, was als "Blinken" bezeichnet wird. Das Ziel dieser Arbeit war die Entwicklung einer höchstauflösenden Fluoreszenzmikroskopiemethode zur Detektion von Proteinmonomeren und -dimeren in der Plasmamembran von Zellen durch die Verwendung der kinetischen Information.
Im ersten Teil dieser Arbeit wurden photoschaltbare fluoreszierende Proteine als Reporter verwendet, deren photoschaltbare Kinetik mit kinetischen Gleichungen analysiert wurden.
Synthetische, genetische und zelluläre Referenzproteine wurden konstruiert und dienten als Kalibrierungsreferenzen für monomere und dimere Proteine.
Im zweiten Teil dieser Arbeit wurde das kinetische Modell, das zur Annäherung des Häufigkeitshistogramms von Blinkereignissen einzelner Fluorophore verwendet wird, auf Oligomere höherer Ordnung erweitert. Ein Vergleich mit einem zuvor entwickelten Modell zeigte, dass das erweiterte Modell genauere Ergebnisse für Oligomere höherer Ordnung und Mischungen verschiedener Oligomere liefert. Zusätzlich wird die Anwesenheit von unerkannten Oligomeren berücksichtigt. Die erweiterte Theorie bietet somit die Grundlage, um größere Oligomere und Mischungen unterschiedlicher Stöchiometrie mit besserer Genauigkeit zu untersuchen.
Im dritten Teil dieser Arbeit wurde eine Methode zur stöchiometrischen endogenen Markierung von Proteinen verwendet, um zwei Rezeptortyrosinkinasen, MET und EGFR, mit einem photoschaltbaren fluoreszierenden Protein zu markieren. Das Vorkommen von monomerem und dimerem MET-Rezeptor wurde auf der Plasmamembran von HEK293T- Zellen mittels quantitativer höchstauflösender Mikroskopie bestimmt. Der Diffusionskoeffizient und der Diffusionsmodus des MET-Rezeptors in lebenden HEK293T-Zellen wurden mit
Einzelpartikelverfolgung gemessen. Dieser Teil der Arbeit zeigte, dass die Kombination von CRISPR/Cas12a-gestützter endogener Markierung und Einzelmolekül-Lokalisierungsmikroskopie ein leistungsfähiges Werkzeug zur Untersuchung der molekularen Organisation und Dynamik von Membranproteinen ist.
Im vierten Teil dieser Arbeit wurde die Einzelmoleküldatenanalyse durch ein Softwaretool beschleunigt, das eine automatisierte und unvoreingenommene Detektion von Einzelmolekül-Emissionsereignissen ermöglicht. Der Anteil von Monomeren und Dimeren von fluoreszierenden Reportern wurde durch die Implementierung eines neuronalen Netzwerks bestimmt (die Software wurde von Alon Saguy geschrieben; Gruppe von Prof. Yoav Shechtman, Technion, Israel). Der oligomere Zustand der monomeren und dimeren Referenzproteine CD86 und CTLA-4 wurde erfolgreich bestimmt. Die automatisierte Detektion einzelner Proteingruppierungen ermöglichte die Analyse von MET-mEos4b in einzelnen Zellen, wodurch die Heterogenität zwischen den Zellen bestimmt und das Expressionsniveau des Rezeptors mit der Dimerisierung korreliert werden konnte.
Zusammenfassend wurden in dieser Arbeit Ergebnisse zu elementaren Aspekten hin zu einer molekularen Quantifizierung von Proteinzahlen mittels Einzelmolekül-
Lokalisationsmikroskopie generiert, die fluoreszierende Reporter, stöchiometrische Markierung von zellulären Proteinen und Bildanalyse umfassen. Das Potential dieser
Entwicklungen wurde anhand der Beobachtung der Liganden-induzierten Verschiebung von monomeren zu dimeren MET-Rezeptoren in einzelnen HEK293T-Zellen gezeigt.
Unc-51-like kinase 4 (ULK4) is a pseudokinase that has been linked to the development of several diseases. Even though sequence motifs required for ATP binding in kinases are lacking, ULK4 still tightly binds ATP and the presence of the co-factor is required for structural stability of ULK4. Here, we present a high-resolution structure of a ULK4-ATPγS complex revealing a highly unusual ATP binding mode in which the lack of the canonical VAIK motif lysine is compensated by K39, located N-terminal to αC. Evolutionary analysis suggests that degradation of active site motifs in metazoan ULK4 has co-occurred with an ULK4-specific activation loop, which stabilizes the C helix. In addition, cellular interaction studies using BioID and biochemical validation data revealed high confidence interactors of the pseudokinase and armadillo repeat domains. Many of the identified ULK4 interaction partners were centrosomal and tubulin-associated proteins and several active kinases suggesting interesting regulatory roles for ULK4.
Extracellular signal-regulated kinase 3 (ERK3), known also as mitogen-activated protein kinase 6 (MAPK6), is an atypical member of MAPK kinase family, which has been poorly studied. Little is known regarding its function in biological processes, yet this atypical kinase has been suggested to play important roles in the migration and invasiveness of certain cancers. The lack of tools, such as a selective inhibitor, hampers the study of ERK3 biology. Here, we report the crystal structure of the kinase domain of this atypical MAPK kinase, providing molecular insights into its distinct ATP binding pocket compared to the classical MAPK ERK2, explaining differences in their inhibitor binding properties. Medium-scale small molecule screening identified a number of inhibitors, several of which unexpectedly exhibited remarkably high inhibitory potencies. The crystal structure of CLK1 in complex with CAF052, one of the most potent inhibitors identified for ERK3, revealed typical type-I binding mode of the inhibitor, which by structural comparison could likely be maintained in ERK3. Together with the presented structural insights, these diverse chemical scaffolds displaying both reversible and irreversible modes of action, will serve as a starting point for the development of selective inhibitors for ERK3, which will be beneficial for elucidating the important functions of this understudied kinase.
ABC transporters fulfill diverse physiological functions in different cellularlocalizations ranging from the plasma membrane to intracellular membranouscompartments. Several ABC transporters have been spotted in the endolyso-somal system, which consists of endosomes, autophagosomes, lysosomes, andlysosome-related organelles. In this review, we present an overview of lysoso-mal ABC transporters including ABCA2, ABCA3, ABCA5, ABCB6,ABCB9, and ABCD4, discussing their trafficking routes, putative substrates,potential physiological functions, and associated diseases. In addition, weoffer a critical evaluation of the literature linking ABC transporters to lyso-somal drug sequestration, examining pitfalls associated with in vitro modelsof drug resistance.
Ubiquitination is regarded as one of the key post-translational modifications in nearly all biological processes, endowed with numerous layers of complexity. Deubiquitinating enzymes (DUBs) dynamically counterbalance ubiquitination events by deconjugating ubiquitin signals from substrates. Dysregulation of the ubiquitin code and its negative regulators drive various pathologies, such as neurological disorders and cancer.
The DUB ubiquitin-specific peptidase 22 (USP22) is well-known for its essential role in the human Spt-Ada-Gcn5 acetyltransferase (SAGA) complex, mediating the removal of monoubiquitination events from Histone 2A and 2B (H2A and -B), thereby regulating gene transcription. In cancer, USP22 was initially described as a part of an 11-gene expression signature profile, predicting tumor metastasis, reoccurrence and death after therapy in a wide range of tumor cells. However, novel roles for USP22 have emerged recently, accrediting USP22 essential roles in regulating tumor development as well as apoptotic cell death signaling.
One of the hallmarks of cancer is the evasion of cell death, especially apoptosis, a form of programmed cell death (PCD). Necroptosis, a regulated form of necrosis, is regarded as an attractive therapeutic strategy to overcome apoptosis-resistance in tumor cells, although a profound understanding of the exact signaling cascade still remains elusive. Nevertheless, several ubiquitination and deubiquitination events are described in fine-tuning necroptotic signaling.
In this study, we describe a novel role for USP22 in regulating necroptotic cell death signaling in human tumor cell lines. USP22 depletion significantly delayed TNFa/Smac mimetic/zVAD.fmk (TBZ)-induced necroptosis, without affecting TNFa-induced nuclear factor-kappa B (NF-KB) signaling or TNFa-mediated extrinsic apoptosis. Intriguingly, re-expression of USP22 wildtype in the USP22 knockout background could re-sensitize HT-29 cells to TBZ-induced necroptosis, whereas re-constitution with the catalytic inactive mutant USP22 Cys185Ser did not rescue susceptibility to TBZ-induced necroptosis, confirming the USP22 DUB-function a pivotal role in regulating necroptotic cell death. USP22 depletion facilitated ubiquitination and unexpectedly also phosphorylation of Receptor-interacting protein kinase 3 (RIPK3) during necroptosis induction, as shown by Tandem Ubiquitin Binding Entities (TUBE) pulldowns and in vivo (de)ubiquitination immunoprecipitations. To substantiate our findings, we performed mass-spectrometric ubiquitin remnant profiling and identified the three novel USP22-regulated RIPK3 ubiquitination sites Lysine (K) 42, K351 and K518 upon TBZ-induced necroptosis. Further assessment of these ubiquitination sites unraveled, that mutation of K518 in RIPK3 reduced necroptosis-associated RIPK3 ubiquitination and additionally affected RIPK3 phosphorylation upon necroptosis induction. At the same time, genetic knock-in of RIPK3 K518R sensitizes tumor cells to TNFa-induced necroptotic cell death and amplified necrosome formation.
In summary we identified USP22 as a new regulator of TBZ-induced necroptosis in various human tumor cell lines and further unraveled the distinctive role of DUBs and (de)ubiquitination events in controlling programmed cell death signaling.
Formulation scientists have developed a toolkit of strategies that can improve the solubility and subsequent bioavailability of poorly soluble candidates. Amorphous formulations are especially appealing due to the significant improvement in solubility the amorphous form can provide, but must be stabilized for effective performance (Timpe, 2007).
2. The Importance of Drug Polymer Interactions in Precipitation Inhibition
Polymeric “precipitation inhibitors” have seen widespread usage in the literature (Warren, 2010). The precipitation inhibition effect of polymers on precipitations is related to interference with nucleation and crystal growth (Xu, 2013). Many techniques have been reported in the literature to predict these interactions, however, they are not suitable to screening due to API and time resources required, which are not amenable to early stage pharmaceutical development.
3. Mesoporous Silica: An Emerging Formulation Technology
Mesoporous silicon dioxide has emerged in recent years as a new option for stabilizing the amorphous form. Upon impregnation of the silica with a concentrated drug solution, the drug can be molecularly adsorbed and locally and sterically confined, preventing recrystallization (Ditzinger, 2018). Upon administration of mesoporous silica formulations to the body the amorphous formulation generates supersaturation which must be stabilized using precipitation inhibitors (Guzman, 2007).
4. Co-incorporation: A New Method to Combine Precipitation Inhibitors with Mesoporous Silica
There has been no systematic study of how best to incorporate precipitation inhibitors into mesoporous silica formulations. The current standard practice involves combining inhibitors in a physical mixture with the drug-loaded silica, either by pestle and mortar or overhead stirring. Due to the lack of a defined protocol, there is uncertainty about how reliably the precipitation inhibitor is combined with the drug-loaded silica on a batch to batch basis. In this work, a novel co-incorporated formulation of glibenclamide and the precipitation inhibitor, HPMCAS, onto mesoporous silica was described. By co-incorporating the precipitation inhibitor, the formulation significantly outperformed the commonly applied simple physical blend due to the formation of drug-polymer interactions in the solid state.
5. In Silico Pharmaceutics: A New Method to Select Precipitation Inhibitors for Mesoporous Silica
An approach that can incorporate understanding of the drug-polymer interactions with a quick and efficient screening process would be very useful. The COnductor like Screening MOdel for Real Solvents (COSMO-RS) is a quantum mechanical theory, which can be used to derive thermodynamic properties of interest. (Klamt, 1993, 1995, 2003). We proposed excess mixing enthalpies of drug and polymer could be calculated using the COSMO-RS theory. This new approach was applied to screen precipitation inhibitors for three model compounds, all of which showed a strong positive correlation between the rank assigned based on the calculated free enthalpy of mixing and the overall formulation performance.
6. Conclusion
This body of work aimed to improve the processes underpinning the design and development of mesoporous silica with precipitation inhibitors. Firstly, this involved two extensive literature reviews in the area of solubility enhancement formulation technologies and precipitation inhibition. Secondly, a mechanistic rational and experimental approach was developed to improve the formulation of precipitation inhibitors with mesoporous silica, the “co-incorporation” approach significantly improved process efficiency and formulation performance. Finally, combining insights from the aforementioned review, and learnings from the mechanistic analysis of the “co-incorporation” approach, an in silico screening protocol was developed to calculate the enthalpy of interaction between drug and polymer, to identify the most optimal precipitation inhibitor for a given formulation.
The dodecin of Mycobacterium tuberculosis : biological function and biotechnical applications
(2020)
Biological Function of Bacterial Dodecins
In this thesis, the dodecins of Mycobacterium tuberculosis (MtDod), Streptomyces coelicolor (ScDod) and Streptomyces davaonensis (SdDod) were studied. Kinetic measurements of the flavin binding of MtDod revealed that the dodecin binding pocket is filled in two distinct steps, for which a kinetic model then was established and verified by experimental data. The analysis with the two-step model showed that the unique binding pocket of dodecins allows them to bind excessive amounts of flavins, while at low flavin concentrations, flavin is released and only weakly bound. This function of flavin buffering prevents accumulation of free oxidised flavins and therefore helps to keep the redox balance of the cell and prevents potential cell damage caused by excessive free flavins. To further gain insights into the role of bacterial dodecins, the effect of knocking out the dodecin encoding gene in S. davaonensis was analysed. The knockout strain showed increased concentrations of various stress related metabolites, indicating that without dodecin the cellular balance is disrupted, which supports the role of dodecins as a flavin homeostasis factor.
With a self-designed affinity measurement method based on the temperature dependent dissociation of the dodecin:flavin complex, which allowed parallel screening of multiple conditions, it was shown that MtDod, ScDod and SdDod have much higher affinities towards FMN and FAD under acidic conditions. Under these conditions, the three dodecins might function as a FMN storage. M. tuberculosis encounters multiple acidic environments during its infection cycle of humans and can adopt a state of dormancy. During recovery from the dormant state, a flavin storage might be beneficial. For some Streptomyces species it was reported that the formed spores are slightly acidic and therefore ScDod and SdDod could function as flavin storages for the spores. Further details on the flavin binding mechanism of MtDod were revealed by a mutagenesis study, identifying the importance of a histidine residue at the fourth position of the protein sequence for flavin binding, but contrary to expectations, this residue seems only to be partly involved in the pH related affinity shift.
The data, reported in this thesis, demonstrates that bacterial dodecins likely function as flavin homeostasis factors, which allow overall higher flavin pools in the cell without disrupting the cellular balance. Further, the reported acid-dependent increase in binding affinity suggests that under certain conditions bacterial dodecins can also function as a flavin storage system.
Application of the Dodecin of M. tuberculosis
In this thesis, the stability of MtDod, ScDod SdDod and HsDod was analysed to find a suitable dodecin for the use as a carrier/scaffold. Therefore, a method to easily measure the stability of dodecins was designed, which measures the ability of the dodecamer to rebind flavins after a heating phase with stepwise increasing temperatures. Using this assay and testing the stability against detergents by SDS PAGE, showed that the dodecamer of MtDod possesses an excellent stability against a vast array of conditions, like temperatures above 95 °C, low pH and about 2% SDS. By solving the crystal structure of ScDod and SdDod, the latter forming a less stable dodecamer, combined with a mutagenesis study, the importance of a specific salt bridge for dodecamer stability was revealed and might be helpful to find further highly stable dodecins.
In addition to the intrinsic high stability of the MtDod dodecamer, also the robustness of the fold was tested by creating diverse MtDod fusion constructs and producing them in Escherichia coli. Here it was shown that MtDod easily tolerates the attachment of proteins up to 4-times of its own size and that both termini can be modified without affecting the dodecamer noticeably. Further, it was shown that MtDod and many MtDod fusion constructs could be purified in high yields via a protocol based on the removal of E. coli proteins through heat denaturation and subsequent centrifugation. In a case study, by fusing diverse antigens from mostly human proteins to MtDod and using these constructs to produce antibodies in rabbits, it was demonstrated that MtDod is immunogenic and presents the attached antigens to the immune system.
The here reported properties of MtDod and to a lesser degree of other bacterial dodecins, show that bacterial dodecins are a valuable addition to the pool of scaffold and carrier proteins and have great potential as antigen carriers.
Neuropathic pain, a form of chronic pain, is a steadily rising health problem due to health costs and increasing numbers of patients. Neuropathic pain conditions arise upon metabolic disorders, infections, chemotherapeutic treatment, trauma or nerve injury. Especially nerve injury induced neuropathic pain is characterized by spontaneous or ongoing pain due to neuroimmune interactions. Thereby, inflammatory mediators, released by the injured nerve, recruit to and activate immune cells at the site of injury. Those mediators further activate transient receptor potential vanilloid 1 (TRPV1), a known channel involved in pain perception, or bind to G-protein coupled receptors (GPCR) in peripheral nerve endings. The following activated second messenger signaling pathways lead to sensitization of TRPV1. One of those GPCRs is G2A.
The overall aim of this thesis was to investigate the role of G2A in nerve-injury induced neuropathic pain. For this, the common mouse model of nerve-injury induced neuropathic pain, the spared-nerve injury, was used. As measurements with dynamic plantar aesthesiometer showed, G2A-deficiency leads to reduced mechanical hypersensitivity. Upon analysis with FACS, ELISA and Luminex a reduced number of macrophages and neutrophils at the injured nerve, as well as less inflammatory mediators (TNFα, IL-6, VEGF) in G2A-deficient animals was observed. In dorsal root ganglia (DRGs) there was only a reduced number of macrophages and less IL-12 observed in G2A-deficient animals. Additionally, in wild-type mice, G2A agonist 9-HODE was elevated at the injured nerve, as a LC-MS/MS analysis showed.
To investigate the underlying pathways of G2A-9-HODE signaling, a proteom screen was performed. This screen revealed upregulation of multiple proteins involved in migration in wild-type macrophages. Additionally, Ca-Imaging and transwell migration assays showed that the G2A antagonist G2A11, had desensitizing effects on DRG neurons and inhibited macrophage migration.
Overall, the results suggest that loss of G2A has dual effects. On the one hand loss of G2A is antinociceptive. On the other hand, G2A-deficiency leads to reduced inflammation, suggesting G2A as promising target in treatment of neuropathic pain. Here, an antagonist had inhibitory effects on the migration and the sensitization.
Investigation of co-translational protein folding using cryo-EM and solid-state NMR enhanced by DNP
(2020)
Die zelluläre Proteinbiosynthese findet am Peptidyltransferase-Zentrum innerhalb der großen ribosomalen Untereinheit statt. Die neu synthetisierte Polypeptidkette passiert den ribosomalen Exit-Tunnel, der 80-100 Å lang und 10-20 Å breit ist. Proteinfaltung findet kotranslational statt, während die Peptidkette durch den ribosomalen Tunnel geschleust wird. Zu welchem Ausmaß die Proteine ihre native Struktur noch am Ribosom gebunden annehmen, steht im Fokus aktueller Studien. Verschiedene Methoden, die naszierende Proteinkette am Ribosom zu arretieren und die Faltung des Proteins untersuchen zu können, wurden entwickelt. Zur Herstellung von Ribosom naszierenden Proteinkomplexen (RNCs) in vivo werden Arrestierungspeptide (APs) verwendet. Ein oft genutztes AP ist die 17 Aminosäuren lange SecM Sequenz des E. coli Sekretionsmonitors, das C-Terminal an das zu untersuchende Protein kloniert werden kann und dadurch die Peptidkette am Ribosom behält. RNCs wurden mittels verschiedener Methoden untersucht, einschließlich Proteolyse-Experimenten, enzymatischen Aktivitätsmessungen, FRET, Cryo-EM und NMR-Spektroskopie. Alle Methoden zeigten auf, dass sich die Proteine kotranslational falten und auch am Ribosom eine funktionale Struktur annehmen können. Außerdem konnte eine Peptidkette eine α-Helix innerhalb des Ribosoms ausbilden. Ebenso wurden nicht-native kompakte Strukturen innerhalb der Vestibule detektiert.
Die Translation ist ein nicht-uniformer Prozess und der genetische Code degeneriert mit bis zu sechs Codons, die eine einzelne Aminosäure kodieren. Die Verteilung dieser synonymen Codons ist nicht zufällig und sie werden mit verschiedenen Frequenzen innerhalb eines ORFs verwendet. Codons mit einer höheren tRNA Häufigkeit werden schneller eingebaut als Codons, die seltener verwendet werden. Diese seltenen Codons sind häufig zwischen Proteindomänen oder Sekundärstrukturelementen platziert und könnten daher zur Separierung von Faltungsevents dienen. Dass der Austausch von synonymen Codons nicht ohne Folgen ist, zeigten verschiedene Studien. Buhr et al. (2016) zeigte, dass der synonyme Austausch die Translationsgeschwindigkeit, aber auch die Proteinkonformation des bovinen Augenlinsenproteins γB crystallin (GBC) beeinflusst. Während die unmodifizierte Gensequenz aus B. taurus in E. coli langsamer translatiert wurde und zu einem vollständig reduzierten GBC Protein (U) führte, wurde die harmonisierte Genvariante, die der Codon-Verwendung in E. coli angepasst war, schneller exprimiert und resultierte in einem teilweise oxidierten GBC Protein (H). Dieser Befund war der Ausgangspunkt für diese Doktorarbeit.
Die gemessenen Oxidationsunterschiede basieren auf der unterschiedlichen Translationsgeschwindigkeit der beiden Gensequenzen. Die N-terminale Domäne (NTD) des Zweidomänen-Proteins GBC enthält sechs der insgesamt sieben Cysteinreste. Nur in dieser Domäne wurde Oxidation detektiert und die drei Cysteine Cys18, Cys22 und Cys78 bilden eine Ansammlung mit einem Abstand von 5.4-6.4 Å. Um zu untersuchen, ob die Unterschiede bereits nach der Translation der NTD ausgebildet werden, wurde ein Ein-Domänen-Konstrukt hergestellt. Dieses Konstrukt beinhaltete die Aminosäuren 1-82, aber nicht den Peptidlinker, der beide Domänen verbindet. Allerdings wurden bei der Translation der ersten 70 Aminosäuren die meisten Translationspausen detektiert. Das 2D 1H-15N HSQC wies anhand der unterschiedlichen chemischen Verschiebung der Signale auf eine gefaltete Proteinstruktur hin. Daher konnte sich die NTD ohne Beteiligung der CTD eigenständig falten. Zugabe von DTT zu beiden Proteinvarianten U und H führte zu keinem messbaren Effekt. Im Gegensatz zu dem Volllängen-Protein, in dem die Variante H teilweise oxidiert war, war die NTD der Variante H vollständig reduziert.
Zusätzlich sollte geklärt werden, ob auch mögliche Disulfidbrücken im Inneren des Ribosoms ausgebildet werden können. Dann könnte in beiden Genvarianten eine anfängliche Disulfidbrücke ausgebildet werden und durch die unterschiedliche Translationsgeschwindigkeit die Disulfidbrücke in der langsamen Genvariante im E. coli Zytosol reduziert werden, während diese in der schneller translatierten Variante von der CTD geschützt wird. Um zu untersuchen, ob in der Tat Disulfidbrücken im ribosomalen Tunnel ausgebildet werden können, wurden GBC-Fragmente mittels der SecM Sequenz an das Ribosom arretiert und diese RNCs mittels theoretischer Simulation, Festkörper-NMR, Massenspektrometrie und Cryo-EM gemessen.
Theoretische Simulation mittels flexible-mecanno zeigten, dass der ribosomale Tunnel groß genug für die Ausbildung verschiedenster Disulfidbrücken ist. In einem U32SecM Konstrukt, das vier Cysteine und die SecM Sequenz beinhaltet, konnten alle theoretisch möglichen Disulfidbrücken gebildet werden.
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Three types of post-translation modifications (PTMs) containing N-glycosylation, phosphorylation, ubiquitylation were characterized in diffuse large B-cell lymphoma (DLBCL) on a global scale using quantitative mass spectrometry based proteomics technology in this study.
DLBCL is the most common type of malignant lymphomas and has a heterogeneous gene expression profiling, phenotype and clinical response to chemotherapy. DLBCL is a good model for the correct classification of cancers into molecularly different subtypes, which benefits for the selection of rational therapeutic strategies. It resulted in two histologically indistinguishable subtypes-activated B-cell-like (ABC) subgroup and germinal center B-cell-like (GCB) subgroup according to gene expression profiling. Signals originating from the B-cell receptor (BCR), the key protein on the surface of B cells, promote growth and survival of DLBCL. Antigen-dependent/independent BCR signaling is found in DLBCL subtypes.
Recent researches reveal that glycosylation plays role in human cells via site-specific regulation. Aberrant N-glycosylation in BCR-related effectors, such as, CD79a, immunoglobulin M or G (IgM or IgG), has been found to be associated with lymphoid malignancies. However, accurate quantification of intact glycopeptides and their individual glycan moieties in a cell-wide manner is still challenging. Here we established a site-specific quantitative N-glycoproteomics platform termed SugarQuant. It included a fast sample preparation workflow using Protein Aggregation Capture (PAC), an optimized multi-notch MS3 acquisition workflow (Glyco-SPS-MS3), a self-developed R-based tool (GlycoBinder). The robustness and accuracy of quantitation in SugarQuant were proved in a study using the different amounts of TMT-labelled IgM N-glycopeptides spiked into a background of TMT-labelled yeast peptides. Next, we used SugarQuant to identify and quantify more than 5000 unique glycoforms in Burkitt’s lymphoma cells treated with a series of doses of 2-deoxy-2-fluoro-L-fucose (2FF) and determine the more accurate site-specific glycosylation changes that occurred upon inhibition of fucosylation compared to using MS2 analysis. It revealed that 2FF-sensitive N-glycosylation on key players in BCR-mediated signaling in DG75. Furthermore, 2FF treatment also affects phosphorylation of the key players involving in B cell receptor signaling.
Then we investigated the site-specific quantitative N-glycoproteome in the cell lines of DLBCL subtypes using SugarQuant. More than 7000 unique intact glycopeptides (glycoforms) were quantified in five ABC DLBCL and four GCB DLBCL cell lines. The glycoproteome mapping (intact glycopeptide expressions) in each cell line allows to segregate DLBCL subtypes. The majority of these glycoforms were from the key cell-surface BCR effectors, such as IgM, CD79 and PTPRC. Lastly, we investigated the change of fucosylated glycopeptides in TMD8 cell line upon knockout of the fucosyltransferase FUT8, which is responsible for core-fucose synthesis, and by the treatment with 2FF. The results revealed that FUT8 might also regulate the synthesis of sub/terminal fucose on glycan chain and the inhibition of fucosylation increased the sialyated glycopeptide expression.
Phosphorylation is involved in regulating multiple processes as an important mediator in BCR signaling. Likewise, ubiquitylation plays vital roles in the activation of the nuclear factor-kappaB (NF-κB) pathway in BCR signaling. There are two vital upstream BCR-proximal tyrosine kinases, Bruton’s tyrosine kinase (BTK) and spleen tyrosine kinase (SYK), which regulate the auto-phosphorylation and phosphorylation of other proteins in BCR signaling pathway. Here we investigated the dynamics of downstream phosphorylation and ubiquitylation signaling in ABC DLBCL and GCB DLBCL cell lines upon the inhibitions of BTK and SYK using quantitative proteomics strategy. In the phosphoproteome analysis, a large dataset of quantified phosphorylation sites was obtained in the three ABC and four GCB DLBCL cell lines. BCR signaling in the subtypes of DLBCL cell lines was found to be highly individual in distinct cell lines. These significantly regulated phosphorylation events in each cell line with individual treatment were involved in multiple Reactome pathways, such as, M phase, signaling by Rho GTPases and diseases of signal transduction. Moreover, the gene regulation-related biological processes including chromosome organization and medication, DNA metabolic process, nuclear export, were involved in the DLBCL cell lines. In the ubiquitinome analysis, we identified more than 15,000 ubiquitylation sites in two ABC and one GCB cell lines upon the inhibition of BTK and SYK. The different ubiquitylation events observed in ABC and GCB subtypes revealed distinct BCR signaling pathways in two subtypes. The similar signaling perturbations across each cell line upon BTK and SYK inhibition, which were obtained from the significantly regulated ubiquitylated peptides expression, revealed the cell-type-specific concordance in ubiquitylation regulation upon BTK and SYK inhibition. These ubiquitylation modified proteins who bore the significantly regulated ubi-peptides in the samples were also found to be highly involved in gene regulatory processes.
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