„I worked with Eric when he was assigned as GTM in one of our Janssen R&D, ID trials, work which he undertook on top of his other responsibilities. Although he started the GTM work after the study had started and he did not have all the background information, he picked up quickly all necessary work and performed all needed follow-up appropriately and completely. Eric is very hard working and detail oriented. I was impressed by his accurate follow-up and management of challenging items in our study (liver biopsies). Eric is a great team player and a valuable addition to our study team.“
Eric Hajjar
Basel, Basel, Schweiz
2074 Follower:innen
500+ Kontakte
Info
15 y+ Experience in Pharmaceutical Industry- in Clinical Development, Medical Affairs…
Aktivitäten
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A truly interesting panel at Health Tech Forward on Automation in Clinical Trials with #insilco trials and #digitaltwins, with Orr Inbar,Vincent…
A truly interesting panel at Health Tech Forward on Automation in Clinical Trials with #insilco trials and #digitaltwins, with Orr Inbar,Vincent…
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Welcome OpenAI to the Greater Zurich Area! 🎉 OpenAI, the company behind #ChatGPT, has just announced the opening of its new office in Zurich. This…
Welcome OpenAI to the Greater Zurich Area! 🎉 OpenAI, the company behind #ChatGPT, has just announced the opening of its new office in Zurich. This…
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Another Open mic: next in health series is in the books! This time, we tackled the topic of integrating healthtech in clinical trials: smarter…
Another Open mic: next in health series is in the books! This time, we tackled the topic of integrating healthtech in clinical trials: smarter…
Beliebt bei Eric Hajjar
Berufserfahrung
Ausbildung
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Universitetet i Bergen (UiB)
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PhD Thesis entitled: ”Molecular Modeling of the substrate specificity and of the membrane
anchoring of Proteinase 3” -
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1st and 2nd university years: degree in Life Sciences option Bioinformatics.
3rd year Year: Bachelors degree in Bioinformatics.
4th and 5th year: Master ”Genome Analysis and Molecular Modelling”
The Masters project was to decipher the interactions of the rat odorant-binding protein with its thymol ligand. -
Bescheinigungen und Zertifikate
Veröffentlichungen
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Investigating reaction pathways in rare events simulations of antibiotics diffusion through protein channels.
J. of Molecular Modeling
In Gram-negative bacteria, outer-membrane protein channels, such as OmpF of Escherichia coli, constitute the entry point of various classes of antibiotics. While antibacterial research and development is declining, bacterial resistance to antibiotics is rising and there is an emergency call for a new way to develop potent antibacterial agents and to bring them to the market faster and at reduced cost. An emerging strategy is to follow a bottom-up approach based on microscopically founded…
In Gram-negative bacteria, outer-membrane protein channels, such as OmpF of Escherichia coli, constitute the entry point of various classes of antibiotics. While antibacterial research and development is declining, bacterial resistance to antibiotics is rising and there is an emergency call for a new way to develop potent antibacterial agents and to bring them to the market faster and at reduced cost. An emerging strategy is to follow a bottom-up approach based on microscopically founded computational based screening, however such strategy needs better-tuned methods. Here we propose to use molecular dynamics (MD) simulations combined with the metadynamics algorithm, to study antibiotic translocation through OmpF at a molecular scale. This recently designed algorithm overcomes the time scale problem of classical MD by accelerating some reaction coordinates. It is expected that the initial assumption of the reaction coordinates is a key determinant for the efficiency and accuracy of the simulations. Previous studies using different computational schemes for a similar process only used one reaction coordinate, which is the directionality. Here we go further and see how it is possible to include more informative reaction coordinates, accounting explicitly for: (i) the antibiotic flexibility and (ii) interactions with the channel. As model systems, we select two compounds covering the main classes of antibiotics, ampicillin and moxifloxacine. We decipher the molecular mechanism of translocation of each antibiotic and highlight the important parameters that should be taken into account for improving further simulations. This will benefit the screening and design for antibiotics with better permeation properties.
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Towards screening for antibiotics with enhanced permeation properties
Biochemistry
Gram-negative bacteria are protected by an outer membrane barrier, and to reach their periplasmic target, penicillins have to diffuse through outer membrane porins such as OmpF. Here we propose a structure-dynamics-based strategy for improving such antibiotic uptake. Using a variety of experiments (high-resolution single channel recording, Minimum Inhibitory Concentration (MIC), liposome swelling assay) and accelerated molecular simulations, we decipher the subtle balance of interactions…
Gram-negative bacteria are protected by an outer membrane barrier, and to reach their periplasmic target, penicillins have to diffuse through outer membrane porins such as OmpF. Here we propose a structure-dynamics-based strategy for improving such antibiotic uptake. Using a variety of experiments (high-resolution single channel recording, Minimum Inhibitory Concentration (MIC), liposome swelling assay) and accelerated molecular simulations, we decipher the subtle balance of interactions governing ampicillin diffusion through the porin OmpF. This suggests mutagenesis of a hot spot residue of OmpF for which additional simulations reveal drastic changes in the molecular and energetic pathway of ampicillin's diffusion. Inverting the problem, we predict and describe how benzylpenicillin diffuses with a lower effective energy barrier by interacting differently with OmpF. The thorough comparison between the theoretical predictions and the three independent experiments, which were set up to measure the kinetics of transport and biological activity, gives insights on how to combine such different investigation techniques with the aim of providing complementary validation. Our study illustrates the importance of microscopic interactions at the constriction region of the biological channel to control the antibiotic flux through it. We conclude by providing a complete inventory of the channel and antibiotic hot spots and discuss the implications in terms of antibacterial screening and design.
Andere Autor:innen -
Structures of human proteinase 3 and neutrophil elastase--so similar yet so different.
FEBS J.
Proteinase 3 and neutrophil elastase are serine proteinases of the polymorphonuclear neutrophils, which are considered to have both similar localization and ligand specificity because of their high sequence similarity. However, recent studies indicate that they might have different and yet complementary physiologic roles. Specifically, proteinase 3 has intracellular specific protein substrates resulting in its involvement in the regulation of intracellular functions such as proliferation or…
Proteinase 3 and neutrophil elastase are serine proteinases of the polymorphonuclear neutrophils, which are considered to have both similar localization and ligand specificity because of their high sequence similarity. However, recent studies indicate that they might have different and yet complementary physiologic roles. Specifically, proteinase 3 has intracellular specific protein substrates resulting in its involvement in the regulation of intracellular functions such as proliferation or apoptosis. It behaves as a peripheral membrane protein and its membrane expression is a risk factor in chronic inflammatory diseases. Moreover, in contrast to human neutrophil elastase, proteinase 3 is the preferred target antigen in Wegener's granulomatosis, a particular type of vasculitis. We review the structural basis for the different ligand specificities and membrane binding mechanisms of both enzymes, as well as the putative anti-neutrophil cytoplasm autoantibody epitopes on human neutrophil elastase 3. We also address the differences existing between murine and human enzymes, and their consequences with respect to the development of animal models for the study of human proteinase 3-related pathologies. By integrating the functional and the structural data, we assemble many pieces of a complicated puzzle to provide a new perspective on the structure-function relationship of human proteinase 3 and its interaction with membrane, partner proteins or cleavable substrates. Hence, precise and meticulous structural studies are essential tools for the rational design of specific proteinase 3 substrates or competitive ligands that modulate its activities.
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Bridging time and length scales: antibiotics diffusion through porins
Biophysical Journal
Our aim in this study was to provide an atomic description of ampicillin translocation through OmpF, the major outer membrane channel in Escherichia coli and main entry point for beta-lactam antibiotics. By applying metadynamics simulations, we also obtained the energy barriers along the diffusion pathway. We then studied the effect of mutations that affect the charge and size at the channel constriction zone, and found that in comparison to the wild-type, much lower energy barriers are…
Our aim in this study was to provide an atomic description of ampicillin translocation through OmpF, the major outer membrane channel in Escherichia coli and main entry point for beta-lactam antibiotics. By applying metadynamics simulations, we also obtained the energy barriers along the diffusion pathway. We then studied the effect of mutations that affect the charge and size at the channel constriction zone, and found that in comparison to the wild-type, much lower energy barriers are required for translocation. The expected higher translocation rates were confirmed on the macroscopic scale by liposome-swelling assays. A microscopic view on the millisecond timescale was obtained by analysis of temperature-dependent ion current fluctuations in the presence of ampicillin and provide the enthalpic part of the energy barrier. By studying antibiotic translocation over various timescales and length scales, we were able to discern its molecular mechanism and rate-limiting interactions, and draw biologically relevant conclusions that may help in the design of drugs with enhanced permeation rates.
Andere Autor:innen -
Challenges in pKa predictions for proteins: the case of Asp213 in human proteinase 3.
J. of Physical Chemistry
Knowledge of the protonation states of the ionizable residues in an enzyme is a prerequisite to an accurate description of its structure and mechanism. In this manuscript, we describe the difficulties met when trying to predict the protonation state of a buried amino acid, located in a protein for which very little biochemical data is available. Such a case is highly representative of the challenges faced in theoretical biology studies. Proteinase 3 (PR3) is an enzyme involved in proteolytic…
Knowledge of the protonation states of the ionizable residues in an enzyme is a prerequisite to an accurate description of its structure and mechanism. In this manuscript, we describe the difficulties met when trying to predict the protonation state of a buried amino acid, located in a protein for which very little biochemical data is available. Such a case is highly representative of the challenges faced in theoretical biology studies. Proteinase 3 (PR3) is an enzyme involved in proteolytic events associated with inflammation. It is a potential target in the development of new anti-inflammatory therapeutic strategies. We report the results of pK(a) predictions of the aspartic acid 213 of PR3 with a FDPB solver. We probed the influence of the choice of the dielectric constant for the protein interior epsilon(p) and the benefits of conformational sampling by molecular dynamics (MD) on the pK(a) prediction of this carboxylate group. Using only the FDPB calculations, we could not conclude on the protonation state of Asp213. MD simulations confronted to knowledge of the ligand-binding and reaction mechanism led us to decide on a protonated form of this aspartic acid. We also demonstrate that the use of the wrong protonation state leads to an unreliable structural model for PR3. pK(a) prediction with a fast empirical method yielded a pK(a) of 8.4 for Asp213, which is in agreement with our choice of protonation state based on MD simulations.
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Computational prediction of the binding site of proteinase 3 to the plasma membrane.
Proteins
Proteinase 3 (PR3) is a neutrophil-derived serine proteinase localized within cytoplasmic granules which can be released upon activation. PR3 is exposed at the neutrophil plasma membrane where it can mediate proinflammatory effects. Moreover, PR3 membrane expression is of special relevance in patients with Wegener's granulomatosis, a systemic vasculitis presenting anticytoplasmic neutrophil autoantibodies (ANCA) against PR3, which can bind to PR3 expressed at the surface of neutrophils and…
Proteinase 3 (PR3) is a neutrophil-derived serine proteinase localized within cytoplasmic granules which can be released upon activation. PR3 is exposed at the neutrophil plasma membrane where it can mediate proinflammatory effects. Moreover, PR3 membrane expression is of special relevance in patients with Wegener's granulomatosis, a systemic vasculitis presenting anticytoplasmic neutrophil autoantibodies (ANCA) against PR3, which can bind to PR3 expressed at the surface of neutrophils and amplify their activation state. Therefore, it is of special relevance to unravel the molecular mechanisms governing its association with the membrane to be able to modulate it. To this end, we performed molecular dynamics (MD) simulations of PR3 with the implicit membrane model IMM1-GC to identify its interfacial binding site (IBS). Both the energies and structures resulting from the MD suggest that PR3 associates strongly with anionic membranes. We observe a unique IBS consisting of five basic (R177, R186A, R186B, K187, R222) and six hydrophobic (F165, F166, F224, L223, F184, W218) amino acids. The basic residues provide the driving force to orient PR3 at the membrane surface, so that the hydrophobic residues can anchor into the hydrocarbon region. Energy decomposition and in silico mutations show that only a few residues account for the membrane association. Similar calculations with HNE suggest a different membrane-binding mechanism. Our results agree with previous experimental observations and this work predicts, for the first time, the structural determinants of the binding of PR3 to membranes.
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Differences in the substrate binding sites of murine and human proteinase 3 and neutrophil elastase.
FEBS Letters
Understanding the differences between murine (m) and human (h) proteinase 3 (PR3) and neutrophil elastase (NE) is crucial for the interpretation of in vivo studies of inflammatory processes. We built structural models of mPR3 and mNE and analyzed their surface properties. We performed molecular dynamics (MD) simulations on several enzyme-peptide complexes to investigate their interaction patterns. The analysis of trajectories confirms that murine and human complexes have different interaction…
Understanding the differences between murine (m) and human (h) proteinase 3 (PR3) and neutrophil elastase (NE) is crucial for the interpretation of in vivo studies of inflammatory processes. We built structural models of mPR3 and mNE and analyzed their surface properties. We performed molecular dynamics (MD) simulations on several enzyme-peptide complexes to investigate their interaction patterns. The analysis of trajectories confirms that murine and human complexes have different interaction patterns with peptidic substrates. We provide a map of the binding sites of the murine proteases and suggest sequence motifs that we predict to be specific for mPR3 or mNE.
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Odorant binding and conformational dynamics in the odorant-binding protein.
J. of Biological Chemistry
In mammals, the olfactory epithelium secretes odorant-binding proteins (OBPs), which are lipocalins found freely dissolved in the mucus layer protecting the olfactory neurons. OBPs may act as passive transporters of predominantly hydrophobic odorant molecules across the aqueous mucus layer, or they may play a more active role in which the olfactory neuronal receptor recognizes the OBP-ligand complex. To better understand the molecular events accompanying the initial steps in the olfaction…
In mammals, the olfactory epithelium secretes odorant-binding proteins (OBPs), which are lipocalins found freely dissolved in the mucus layer protecting the olfactory neurons. OBPs may act as passive transporters of predominantly hydrophobic odorant molecules across the aqueous mucus layer, or they may play a more active role in which the olfactory neuronal receptor recognizes the OBP-ligand complex. To better understand the molecular events accompanying the initial steps in the olfaction process, we have performed molecular dynamics studies of rat and pig OBPs with the odorant molecule thymol. These calculations provide an atomic level description of conformational changes and pathway intermediates that remain difficult to study directly. A series of eight independent molecular dynamics trajectories of rat OBP permitted the observation of a consensus pathway for ligand unbinding and the calculation of the potential of mean force (PMF) along this path. Titration microcalorimetry confirmed the specific binding of thymol to this protein with a strong hydrophobic component. In both rat and pig OBPs we observed lipocalin strand pair opening in the presence of ligand, consistent with potential roles of these proteins in olfactive receptor recognition.
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Inspection of the binding sites of proteinase3 for the design of a highly specific substrate.
J. of Medicinal Chemistry
Proteinase3 (PR3) and human neutrophil elastase (HNE) are homologous proteases from the polymorphonuclear neutrophils and have been thought for a long time to have close enzymatic specificity. We have used molecular dynamics simulations to investigate and compare the interactions between different peptides and the two enzymes. The important role played especially by the C-terminal part of the peptides is confirmed. We provide a map of the subsites of PR3 and a description of the interaction…
Proteinase3 (PR3) and human neutrophil elastase (HNE) are homologous proteases from the polymorphonuclear neutrophils and have been thought for a long time to have close enzymatic specificity. We have used molecular dynamics simulations to investigate and compare the interactions between different peptides and the two enzymes. The important role played especially by the C-terminal part of the peptides is confirmed. We provide a map of the subsites of PR3 and a description of the interaction scheme for six ligands. The main difference between HNE and PR3 concerns S2, S1', S2', and S3'. The recognition subsites in PR3 are interconnected; in particular, Lys99 participates to a hydrophobic (S4) and a polar (S2) pocket. On the basis of the simulations, we suggest that VADVKDR is a highly specific sequence for PR3; enzymatic assays confirm that it is cleaved by PR3 with a high specificity constant (k(cat)/K(m) = 3,400,000 M(-1) s(-1)) and not by HNE.
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Kurse
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ECCRT: Clinical Research Associate For Junior CRAs
14& 15th June 2011
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ECCRT: Team Building and Communication Training
20& 21st April 2011
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Trial Master File and compliance to ICH-GCP Training
7 & 8th of April 2011
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English
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🎉 And that’s a wrap: the first phase of our DayOne Health 4.0 accelerator officially ended last week! Over the past three months, our cohort of 15…
🎉 And that’s a wrap: the first phase of our DayOne Health 4.0 accelerator officially ended last week! Over the past three months, our cohort of 15…
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Last week I had the honour of attending the Switzerland Innovation Park Basel's «𝗧𝗵𝗲 𝗠𝗮𝗴𝗻𝗲𝘁: 𝗖𝗼𝗻𝗻𝗲𝗰𝘁𝗶𝗻𝗴 𝗶𝗻𝗻𝗼𝘃𝗮𝘁𝗼𝗿𝘀 𝗶𝗻…
Last week I had the honour of attending the Switzerland Innovation Park Basel's «𝗧𝗵𝗲 𝗠𝗮𝗴𝗻𝗲𝘁: 𝗖𝗼𝗻𝗻𝗲𝗰𝘁𝗶𝗻𝗴 𝗶𝗻𝗻𝗼𝘃𝗮𝘁𝗼𝗿𝘀 𝗶𝗻…
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𝐍𝐞𝐮𝐞 𝐒𝐭𝐮𝐝𝐢𝐞: 𝐋𝐮𝐠𝐚𝐧𝐨 𝐮𝐧𝐝 𝐌𝐞𝐧𝐝𝐫𝐢𝐬𝐢𝐨 𝐬𝐜𝐡𝐚𝐟𝐟𝐞𝐧 𝐢𝐦 𝐓𝐞𝐬𝐬𝐢𝐧 𝐧𝐞𝐮𝐞 𝐃𝐢𝐠𝐢𝐭𝐚𝐥𝐫𝐚̈𝐮𝐦𝐞 Die…
𝐍𝐞𝐮𝐞 𝐒𝐭𝐮𝐝𝐢𝐞: 𝐋𝐮𝐠𝐚𝐧𝐨 𝐮𝐧𝐝 𝐌𝐞𝐧𝐝𝐫𝐢𝐬𝐢𝐨 𝐬𝐜𝐡𝐚𝐟𝐟𝐞𝐧 𝐢𝐦 𝐓𝐞𝐬𝐬𝐢𝐧 𝐧𝐞𝐮𝐞 𝐃𝐢𝐠𝐢𝐭𝐚𝐥𝐫𝐚̈𝐮𝐦𝐞 Die…
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🥳I had the incredible opportunity to present two sessions at the Rethink- HRTech in #Berlin, where I shared insights on how #technology can enhance…
🥳I had the incredible opportunity to present two sessions at the Rethink- HRTech in #Berlin, where I shared insights on how #technology can enhance…
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I love being in the Middle East. It is the most vibrant place on the planet today. And I hope that as the UAE and KSA rise to prominence as…
I love being in the Middle East. It is the most vibrant place on the planet today. And I hope that as the UAE and KSA rise to prominence as…
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I think that this is the most important paper in my life to date (more to come). Please have a read if you have not seen it yet, we got open access.…
I think that this is the most important paper in my life to date (more to come). Please have a read if you have not seen it yet, we got open access.…
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Creating value for all stakeholders in the healthcare system is an imperative for sustainable change. We’re leveraging AI to accelerate our mission…
Creating value for all stakeholders in the healthcare system is an imperative for sustainable change. We’re leveraging AI to accelerate our mission…
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Fascinating new article in Science - world’s smallest walking robot and applications in investigative healthcare. Researchers at Cornell University…
Fascinating new article in Science - world’s smallest walking robot and applications in investigative healthcare. Researchers at Cornell University…
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AI drug discovery need to remember that their main objective is drug discovery. And if you can't get from 0 to clinic in under 2 years - you better…
AI drug discovery need to remember that their main objective is drug discovery. And if you can't get from 0 to clinic in under 2 years - you better…
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There I am, at the encounter of the human with the machine. But beyond the novelty it may inspire, it invites us to releflect on our expectations…
There I am, at the encounter of the human with the machine. But beyond the novelty it may inspire, it invites us to releflect on our expectations…
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Our DayOne - Healthcare Innovation team's last Open Mic: Next in Health session in 2024 tackled the hot topic of integrating healthtech into clinical…
Our DayOne - Healthcare Innovation team's last Open Mic: Next in Health session in 2024 tackled the hot topic of integrating healthtech into clinical…
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Yesterday, I had the pleasure of moderating the last DayOne's Open Mic of the year on the topic of Clinical trials with Mara Hummel Poorya Amini…
Yesterday, I had the pleasure of moderating the last DayOne's Open Mic of the year on the topic of Clinical trials with Mara Hummel Poorya Amini…
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