Biology subjects

Verma, N.

Publications and source records attributed to Verma, N..

At least 37 records · Page 2Linked to original sources

bioRxiv2023

Computational modeling of dorsal root ganglion stimulation using an Injectrode

ObjectiveMinimally invasive neuromodulation therapies like the Injectrode, which is composed of a tightly wound polymer-coated platinum/iridium microcoil, offer a low-risk approach for administering electrical stimulation to the dorsal root ganglion (DRG). This flexible electrode is aimed to conform to the DRG. The stimulation occurs through a transcutaneous electrical stimulation (TES) patch, which subsequently transmits the stimulation to the Injectrode via a subcutaneous metal collector. However, effectiveness of stimulation relies on the specific geometrical configurations of the Injectrode-collector-patch system. Hence, there is a need to investigate which design parameters influence the activation of targeted neural structures. ApproachWe employed a hybrid computational modeling approach to analyze the impact of the Injectrode system design parameters on charge delivery and the neural response to stimulation. We constructed multiple finite element method models of DRG stimulation and multi-compartment models of DRG neurons. We simulated the neural responses using parameters based on prior acute preclinical experiments. Additionally, we developed multiple human-scale computational models of DRG stimulation to investigate how design parameters like Injectrode size and orientation influenced neural activation thresholds. Main resultsOur findings were in accordance with acute experimental measurements and indicated that the Injectrode system predominantly engages large-diameter afferents (A{beta}-fibers). These activation thresholds were contingent upon the surface area of the Injectrode. As the charge density decreased due to increasing surface area, there was a corresponding expansion in the stimulation amplitude range before triggering any pain-related mechanoreceptor (A{delta}-fibers) activity. SignificanceThe Injectrode demonstrates potential as a viable technology for minimally invasive stimulation of the DRG. Our findings indicate that utilizing a larger surface area Injectrode enhances the therapeutic margin, effectively distinguishing the desired A{beta} activation from the undesired A{delta}-fiber activation.

bioengineering↗

bioRxiv2023

EGFR-to-Src family tyrosine kinase switching in proliferating-DTP TNBC cells creates a hyperphosphorylation-dependent vulnerability to EGFR TKI

Triple-Negative Breast Cancer (TNBC) is the most aggressive type of breast malignancy, with chemotherapy as the only mainstay treatment. TNBC patients have the worst prognoses as a large fraction of them do not achieve complete pathological response post-treatment and develop drug-resistant residual disease. Molecular mechanisms that trigger proliferation in drug-resistant chemo-residual TNBC cells are poorly understood due to the lack of investigations using clinically relevant cellular models. In this study, we have established TNBC subtype-specific cellular models of proliferating drug-tolerant persister (PDTP) cells using different classes of chemotherapeutic agents that recapitulate clinical residual disease with molecular heterogeneity. Analysis of total phospho-tyrosine signals in TNBC PDTPs showed an enhanced phospho-tyrosine content compared to the parental cells (PC). Interestingly, using mass-spectrometry analysis, we identified a dramatic decrease in epidermal growth factor receptor (EGFR) expression in the PDTPs, while the presence of hyper-activated tyrosine phosphorylation of EGFR compared to PC. Further, we show that EGFR has enhanced lysosomal trafficking in PDTPs with a concomitant increase in N-Myc Downstream Regulated-1 expression that co-localizes with EGFR to mediate receptor degradation. More surprisingly, we found that reduced protein levels of EGFR are coupled with a robust increase in Src family kinases, including Lyn and Fyn kinases, that creates a hyper-phosphorylation state of EGFR-Src tyrosine kinases axis in PDTPs and mediates downstream over-activation of STAT3, AKT and MAP kinases. Moreover, paclitaxel-derived PDTPs show increased sensitivity to EGFR TKI Gefitinib and its combination with paclitaxel selectively induced cell death in PDTP-P TNBC cells and 3D spheroids by strongly downregulating phosphorylation of EGFR-Src with concomitant downregulation of Lyn and Fyn tyrosine kinases. Collectively, this study identifies a unique hyper-phosphorylation cellular state of TNBC PDTPs established by switching of EGFR-Src family tyrosine kinases creating a vulnerability to EGFR TKI.

cancer biology↗

bioRxiv2023

MPK4 mediated phosphorylation of PIF4 controls thermosensing by regulation of H2A.Z deposition in Arabidopsis

Plants have the ability to perceive a slight upsurge in ambient temperature and respond by undergoing morphological changes, such as elongated hypocotyls and early flowering. The dynamic functioning of PHYTOCHROME INTERACTING FACTOR4 (PIF4) in thermomorphogenesis has been well established, although the regulatory pathway involved in thermosensing is not deciphered completely. In our study, we demonstrate that an increase in temperature from 22 to 28 induces the phosphorylation of PIF4 by MITOGEN-ACTIVATED PROTEIN KINASE 4 (MPK4) which shows high expression and activation at 28. Apparently, phosphorylated PIF4 represses the expression of ACTIN-RELATED PROTEIN 6 (ARP6) that is required for mediating histone variant H2A.Z deposition at its target gene loci. We demonstrate that variation of ARP6 expression in PIF4 phosphor -null and phosphor-mimetic seedlings affects hypocotyl growth and flowering at 22 and 28. Further, we show that change in ARP6 expression affects H2A.Z deposition at the loci of genes involved in hypocotyl elongation using PIF4 phosphor -null and phosphor-mimetic seedlings. Interestingly, the expression of MPK4 is also controlled by H2A.Z deposition in temperature dependent manner. Taken together, our findings highlight the cumulative molecular interplay between MPK4, PIF4, and chromatin modification by ARP6-mediated H2A.Z deposition as a regulatory mechanism of thermosensing.

plant biology↗

bioRxiv2023

Harnessing Escherichia coli Dark Genome to Produce Anti-Alzheimer Peptides

Alzheimers disease (AD) is characterized by progressive neurodegeneration. The critical molecular trigger is believed to be the accumulation of A{beta} neurotoxic oligomers. Given the proteolytic processing of Amyloid Precursor Protein (APP) by {beta}-secretase (beta-site APP cleaving enzyme 1, BACE1) as the key step in the building up of A{beta} oligomers, BACE inhibitors come with therapeutic prospects of preventing or delaying the onset of Alzheimers. To find inhibitory peptides against BACE1, a library of dark peptides was constructed from 4400 intergenic DNA sequences of Escherichia coli. The sequence level analysis was followed by protein structure predictions, molecular docking, and simulation. Based on bioinformatics analysis, 5 potential peptides were screened for experimental validation. Out of these two peptides were identified as lead molecules based on BACE1 inhibitory activity, followed by FRET inhibitory assay, western blot, and RT-PCR. An 86.7 % drop in BACE1 level was observed in the presence of the ECOI2 peptide. Though encouraging results were obtained from in-silico and in-vitro studies, more work is required to study the efficacy of these peptides in suitable animal models.

synthetic biology↗

bioRxiv2023

ClearX9-Stem™: an efficient, affordable & sustainable stem cell culture medium for biotech and cell-cultivated meat industries

Stem cells are extraordinary cells with a unique ability of self-renewal and differentiation into various cell types such as muscle, nerve, bone, and blood cells. Historically, they have found significant applications in the biotech and pharma sectors. To grow and maintain stem cells artificially, researchers use basal media formulations supplemented with nutrients and growth factors, with Fetal bovine serum (FBS) as the key component of the culture medium. However, to maintain this supply every year, millions of pregnant cows are slaughtered for preparing FBS. The process of harvesting FBS also raises concerns about contamination with pathogens, animal proteins that may interfere with cellular behavior and ethical considerations regarding animal welfare. To overcome these limitations, here we report ClearX9-Stem - an affordable, sustainable, effective, and ethical replacement for an FBS-enriched stem cell culture medium. A specialized ClearX9-Stem cell culture medium formulation was designed to grow chicken embryonic fibroblast (SL-29) in the absence of FBS. Based on the results obtained, ClearX9-Stem is undergoing further refinement to meet the growing academic and industrial demand for serum-free culture media formulations. In the future, there is a need to customize and optimize ClearX9-Stem for the scalable growth of cells in bioreactors. HIGHLIGHTSO_LIClearX9-Stem provides good nutritional support for the growth of chicken embryonic fibroblast cells. C_LIO_LIClearX9-Stem cell growth performance is comparable to the serum-enriched culture medium C_LIO_LIClearX9-Stem maintains a healthy morphological profile of cells during division C_LIO_LIClearX9-Stem generates a stress-free environment within cells C_LIO_LIClearX9-Stem does not require animal slaughter and reduces the environmental footprint C_LIO_LIClearX9-Stem has applications in the biotechnology, pharma, and cell-cultivated meat industries C_LI

synthetic biology↗

bioRxiv2023

GPX4-VIM equates a proliferating DTP state in TNBC subtypes with converged vulnerabilities to autophagy and glutathione inhibition.

Frequent metastatic relapses in Triple-Negative Breast Cancer (TNBC) patients with residual disease is a clinical challenge, largely due to tumor heterogeneity and absence of strategies that target proliferating chemo-tolerant cells. Here, we longitudinally modeled cellular state transitions from dormant drug-tolerant persister (DTP) into proliferating drug-tolerant persister (PDTP) in cells representing all TNBC subtypes. Combining subcellular imaging with phenotypic and biochemical assays, we identified distinct and converged spectrums of alterations in TNBC-PDTPs. We show that PDTPs retain acquired resistance with increased invasion potential. Moreover, Basal-Like DTPs enter into a non-reversible mesenchymal state while luminal androgen receptor-positive gain partial-Epithelial-to-Mesenchymal Transition (EMT) with vimentin upregulation. PDTP state dwells on high autophagy with reduced glutathione and GPX4 levels, rendering it vulnerable to autophagy suppression and ferroptosis. Interestingly, we find that GPX4 negatively regulates EMT and autophagy in TNBC, and an inverse correlation of GPX4-VIM expression along with autophagy genes predicts survival in TNBC patients undergoing chemotherapy.

cancer biology↗

bioRxiv2023

Parallel genome-scale CRISPR screens distinguish pluripotency and self-renewal

Pluripotent stem cells are defined by their self-renewal capacity, which is the ability of the stem cells to proliferate indefinitely while maintaining the pluripotent identity essential for their ability to differentiate into any somatic cell lineage. However, understanding the mechanisms that control stem cell fitness versus the pluripotent cell identity is challenging. To investigate the interplay between these two aspects of pluripotency, we performed four parallel genome-scale CRISPR-Cas9 loss-of-function screens interrogating stem cell fitness in hPSC self-renewal conditions, and the dissolution of the primed pluripotency identity during early differentiation. Comparative analyses led to the discovery of genes with distinct roles in pluripotency regulation, including mitochondrial and metabolism regulators crucial for stem cell fitness, and chromatin regulators that control pluripotent identity during early differentiation. We further discovered a core set of factors that control both stem cell fitness and pluripotent identity, including a network of chromatin factors that safeguard pluripotency. Our unbiased and systematic screening and comparative analyses disentangle two interconnected aspects of pluripotency, provide rich datasets for exploring pluripotent cell identity versus cell fitness, and offer a valuable model for categorizing gene function in broad biological contexts.

developmental biology↗

bioRxiv2023

ClearX9™: an efficient alternative to fetal bovine serum for growing animal cells in vitro

Fetal Bovine Serum (FBS) is a nutrient-rich fluid that contains nutritional and macromolecular factors essential for cell growth. Every year millions of pregnant cows are slaughtered in search of FBS leading to huge environmental consequences. Here we report ClearX9 - an affordable, sustainable, ethical, and effective replacement for FBS. ClearX9 cell culture medium was used to grow HeLa (cervical cancer cells), HEK293T (embryonic kidney transformed cells) and Nthy Ori-3-1 (primary thyroid follicular transformed epithelial cells) and showed encouraging growth patterns and good cellular health. Compared with the FBS-enriched cell culture medium, ClearX9 scored positive on all the parameters suggesting ClearX9 as a credible alternative to FBS. In future, more work is required to establish the efficacy of ClearX9 in toxicology testing, bio-manufacturing, regenerative medicine, and vaccine research. HIGHLIGHTSO_LIClearX9 provides good nutritional support for the growth of animal cells C_LIO_LIClearX9 cell growth performance is comparable to the serum-enriched medium C_LIO_LIClearX9 maintains a healthy morphological profile of cells during division C_LIO_LIClearX9 generates a stress-free environment within cells C_LIO_LIClearX9 does not require animal slaughter and reduces carbon footprint C_LIO_LIClearX9 has applications in biotechnology and cell cultivated meat industry C_LI

cell biology↗

bioRxiv2023

Characterization and Applications of Evoked Responses During Epidural Electrical Stimulation

Epidural electrical stimulation (EES) of the spinal cord has been FDA approved and used therapeutically for decades. However, there is still not a clear understanding of the local neural substrates and consequently the mechanism of action responsible for the therapeutic effects. Epidural spinal recordings (ESR) are collected from the electrodes placed in the epidural space. ESR contains multi-modality signal components such as the evoked neural response (due to tonic or BurstDR waveforms), evoked muscle response, stimulation artifact, and cardiac response. The tonic stimulation evoked compound action potential (ECAP) is one of the components in ESR and has been proposed recently to measure local neural activation during EES. Here, we first review and investigate the referencing strategies, as they apply to ECAP component in ESR in the domestic swine animal model. We then examine how ECAP component can be used to sense lead migration, an adverse outcome following lead placement that can reduce therapeutic efficacy. Lastly, we show and isolate concurrent activation of local back and leg muscles during EES, demonstrating that the ESR obtained from the recording contacts contain both ECAP and EMG components. These findings may further guide the implementation of recording and reference contacts in an implantable EES system and provide preliminary evidence for the utility of ECAP component in ESR to detect lead migration. We expect these results to facilitate future development of EES methodology and implementation of use of different components in ESR to improve EES therapy.

physiology↗

bioRxiv2023

Statin-mediated reduction in mitochondrial cholesterol primes an anti-inflammatory response in macrophages by upregulating JMJD3

Stains are known to be anti-inflammatory, but the mechanism remains poorly understood. Here we show that macrophages, either treated with statin in vitro or from statin-treated mice, have reduced cholesterol levels and higher expression of Jmjd3, a H3K27me3 demethylase. We provide evidence that lowering cholesterol levels in macrophages suppresses the ATP synthase in the inner mitochondrial membrane (IMM) and changes the proton gradient in the mitochondria. This activates NF{kappa}B and Jmjd3 expression to remove the repressive marker H3K27me3. Accordingly, the epigenome is altered by the cholesterol reduction. When subsequently challenged by the inflammatory stimulus LPS (M1), both macrophages treated with statins in vitro or isolated from statin-treated mice in vivo, express lower levels pro-inflammatory cytokines than controls, while augmenting anti-inflammatory Il10 expression. On the other hand, when macrophages are alternatively activated by IL4 (M2), statins promote the expression of Arg1, Ym1, and Mrc1. The enhanced expression is correlated with the statin-induced removal of H3K27me3 from these genes prior to activation. In addition, Jmjd3 and its demethylase activity are necessary for cholesterol to modulate both M1 and M2 activation. We conclude that upregulation of Jmjd3 is a key event for the anti-inflammatory function of statins on macrophages.

biochemistry↗

bioRxiv2022

Microneurography as a Minimally Invasive Method to Assess Target Engagement During Neuromodulation

ObjectivePeripheral neural signals recorded during neuromodulation therapies provide insights into local neural target engagement and serve as a sensitive biomarker of physiological effect. Although these applications make peripheral recordings important for furthering neuromodulation therapies, the invasive nature of conventional nerve cuffs and longitudinal intrafascicular electrodes (LIFEs) limit their clinical utility. Furthermore, cuff electrodes typically record clear asynchronous neural activity in small animal models but not in large animal models. Microneurography, a minimally invasive technique, is already used routinely in humans to record asynchronous neural activity in the periphery. However, the relative performance of microneurography microelectrodes compared to cuff and LIFE electrodes in measuring neural signals relevant to neuromodulation therapies is not well understood. ApproachTo address this gap, we recorded cervical vagus nerve (cVN) electrically evoked compound action potentials (ECAPs) and spontaneous activity in a human-scaled large animal model - the pig. Additionally, we recorded sensory evoked activity and both invasively and non-invasively evoked CAPs from the great auricular nerve (GAN). In aggregate, this study assesses the potential of microneurography electrodes to measure neural activity during neuromodulation therapies with statistically powered and pre-registered outcomes (https://osf.io/y9k6j). Main resultsThe cuff recorded the largest ECAP signal (p<0.01) and had the lowest noise floor amongst the evaluated electrodes. Despite the lower signal to noise ratio, microneurography electrodes were able to detect the threshold for neural activation with similar sensitivity to cuff and LIFE electrodes once a dose-response curve was constructed. Furthermore, the microneurography electrode was the only electrode to record distinct sensory evoked neural activity (p<0.01). SignificanceThe results show that microneurography electrodes can measure neural signals relevant to neuromodulation therapies. Microneurography could further neuromodulation therapies by providing a real-time biomarker to guide electrode placement and stimulation parameter selection to optimize local neural fiber engagement and study mechanisms of action.

bioengineering↗

bioRxiv2022

Reducing Cholesterol in Resting Macrophage Activates NF-kB through Mitochondria, Resulting in Epigenomic Reprogramming to Dampen Inflammation in Activated Macrophages

Cholesterol plays an important role in macrophage functions including their immune response1. Recently, NF-kB was shown to reprogram the epigenome in macrophages2. Here, we show that NF-kB pathway is activated in resting macrophages when cholesterol is reduced by statin or methyl-{beta}-cyclodextrin (MCD). Activated NF-kB increases the expression of histone-modifying enzymes, such as demethylase JMJD3. We provide evidence that the epigenome in these macrophages is reprogrammed, likely driven by NF-kB and histone modifications2. We also show that cholesterol reduction in macrophages results in suppression of mitochondria respiration. Specifically, cholesterol levels in the inner membrane of the mitochondria is reduced, which impairs the efficiency of ATP synthase (complex V). Consequently, protons accumulate in the intermembrane space to active NF-kB and JMJD3, thereby modifying the epigenome. When subsequently challenged by the inflammatory stimulus lipopolysaccharide (LPS), cholesterol-reduced macrophages generate responses that are less pro-inflammatory and more homeostatic, which should favour inflammation resolution. Taken together, we describe a mechanism by which the level of mitochondrial cholesterol in resting macrophages regulates the epigenome through NF-kB, thereby preparing macrophage for future immune activation.

cell biology↗

bioRxiv2021

A system for CBAF reconstitution reveals roles for BAF47 domains and BCL7 in nucleosome ejection

Canonical BAF (CBAF) is an essential 12-protein chromatin-remodeling complex that slides and/or ejects nucleosomes using the alternative catalytic ATP-dependent DNA translocases BRG1 or BRM. Currently, the regulation of BRG1/BRM activity and nucleosome ejection remain incompletely understood. To address this, we developed a system for full CBAF reconstitution and purification, and created a novel nucleosome ejection assay. ARID1A and DPF2 were dispensable for assembly and chromatin remodeling activity, contrasting with prior work. The actin-related protein BAF53A and {beta}-actin components interacted and enhanced DNA translocation, and were required for BCL7A incorporation, which potentiated ejection. BAF47 also regulated ejection, utilizing two stimulatory domains and an autoinhibitory domain. Finally, we provide evidence for direct nucleosome ejection at low nucleosome density on closed circular arrays. Taken together, we provide powerful new tools for CBAF mechanistic investigation and reveal new roles for several CBAF components.

biochemistry↗

bioRxiv2021

Augmented Transcutaneous Stimulation Using an Injectable Electrode

Minimally invasive neuromodulation technologies seek to marry the neural selectivity of implantable devices with the low-cost and non-invasive nature of transcutaneous electrical stimulation (TES). The Injectrode(R) is a needle-delivered electrode that is injected onto neural structures under image guidance. Power is then transcutaneously delivered to the Injectrode using surface electrodes. The Injectrode serves as a low-impedance conduit to guide current to the deep on-target nerve, reducing activation thresholds by an order of magnitude compared to using only surface stimulation electrodes. To minimize off-target recruitment of cutaneous fibers, the energy transfer efficiency from the surface electrodes to the Injectrode must be optimized. TES energy is transferred to the Injectrode through both capacitive and resistive mechanisms. Electrostatic finite element models generally used in TES research consider only the resistive means of energy transfer by defining tissue conductivities. Here, we present an electroquasistatic model, taking into consideration both the conductivity and permittivity of tissue, to understand transcutaneous power delivery to the Injectrode. The model was validated with measurements taken from (n=4) swine cadavers. We used the validated model to investigate system and anatomic parameters that influence the coupling efficiency of the Injectrode energy delivery system. Our work suggests the relevance of electroquasistatic models to account for capacitive charge transfer mechanisms when studying TES, particularly when high-frequency voltage components are present, such as those used for voltage-controlled pulses and sinusoidal nerve blocks.

bioengineering↗

bioRxiv2021

Transcriptomic and proteomic retinal pigment epithelium signatures of age-related macular degeneration.

Induced pluripotent stem cells generated from patients with geographic atrophy as well as healthy individuals were differentiated to retinal pigment epithelium (RPE) cells. By integrating transcriptional profiles of 127,659 RPE cells generated from 43 individuals with geographic atrophy and 36 controls with genotype data, we identified 439 expression Quantitative Trait (eQTL) loci in cis that were associated with disease status and specific to subpopulations of RPE cells. We identified loci linked to two genes with known associations with geographic atrophy - PILRB and PRPH2, in addition to 43 genes with significant genotype x disease interactions that are candidates for novel genetic associations for geographic atrophy. On a transcriptome-only level, we identified molecular pathways significantly upregulated in geographic atrophy-RPE including in extracellular cellular matrix reorganisation, neurodegeneration, and mitochondrial functions. We subsequently implemented a large-scale proteomics analysis, confirming modification in proteins associated with these pathways. We also identified six significant protein (p) QTL that regulate protein expression in the RPE cells and in geographic atrophy - two of which share variants with cis-eQTL. Transcriptome-wide association analysis identified genes at loci previously associated with age-related macular degeneration. Further analysis conditional on disease status, implicated statistically significant RPE-specific eQTL. This study uncovers important differences in RPE homeostasis associated with geographic atrophy.

neuroscience↗

bioRxiv2021

A novel positive feedback mechanism of ABI5 phosphorylation by mitogen activated protein kinase-3 regulates ABA signaling in Arabidopsis

Seed germination is the crucial physiological process regulated by both environmental and endogenous phytohormones. ABA negatively regulates seed germination, post-germination growth and floral transition, however, the cross talk between multiple regulatory pathways are still unclear. Here, we show that ABA activates two MAP kinases, AtMPK3/AtMPK6 and selectively regulates the transcript of AtMPK3 through ABI5, a master regulator of ABA signaling. As a feedback loop, AtMPK3 interacts and phosphorylates ABI5 at the serine-314 position. ABI5 phosphorylation by MAP kinases positively regulates ABI5 nuclear localization and negatively regulates its dimerization. Subcellular localization of ABI5 phospho-null protein further suggests the role of phosphorylation in regulation of its cytoplasmic stability and its nuclear dimerization. Overexpression of phosphor-null ABI5 in abi5-8 mutant restored the ABA sensitivity during seed germination and delayed the floral transition as compared to phospho-mimic ABI5. Additionally, overexpression of constitutive phosphorylated ABI5 in abi5-8 mutants suggest that phosphorylation makes ABI5 partially inactive. Furthermore, phospho-null ABI5 plants showed drought sensitive phenotype whereas, mpk3, mkk4, mkk5, abi5-8 and phosphor-mimic plants showed drought tolerant phenotype. Our findings present a new insight between MAP kinase cascade and ABA signaling which collectively regulates the ABA response through ABI5 phosphorylation.

plant biology↗

bioRxiv2020

Deep Learning-based Ligand Design using Shared Latent Implicit Fingerprints from Collaborative Filtering

In their previous work, Srinivas et al.1 have shown that implicit fingerprints capture ligands and proteins in a shared latent space, typically for the purposes of virtual screening with collaborative filtering models applied on known bioactivity data. In this work, we extend these implicit fingerprints/descriptors using deep learning techniques to translate latent descriptors into discrete representations of molecules (SMILES), without explicitly optimizing for chemical properties. This allows the design of new compounds based upon the latent representation of nearby proteins, thereby encoding drug-like properties including binding affinities to known proteins. The implicit descriptor method does not require any fingerprint similarity search, which makes the method free of any bias arising from the empirical nature of the fingerprint models. 1 We evaluate the properties of the novel drugs generated by our approach using physical properties of drug-like molecules and chemical complexity. Additionally, we analyze the reliability of the biological activity of the new compounds generated using this method by employing models of protein ligand interaction, which assists in assessing the potential binding affinity of the designed compounds. We find that the generated compounds exhibit properties of chemically feasible compounds and are likely to be excellent binders to known proteins. Furthermore, we also analyze the diversity of compounds created using the Tanimoto distance and conclude that there is a wide diversity in the generated compounds. Graphical TOC Entry O_FIG_DISPLAY_L [Figure 1] M_FIG_DISPLAY C_FIG_DISPLAY

bioinformatics↗

bioRxiv2020

Assessment of Proton-Coupled Conformational Dynamics of SARS and MERS Coronavirus Papain-like Proteases: Implication for Designing Broad-Spectrum Antiviral Inhibitors

Broad-spectrum antiviral drugs are urgently needed to stop the COVID-19 pandemic and prevent future ones. The novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is related to SARS-CoV and Middle East respiratory syndrome coronavirus (MERS-CoV), which have caused the previous outbreaks. The papain-like protease (PLpro) is an attractive drug target due to its essential roles in the viral life cycle. As a cysteine protease, PLpro is rich in cysteines and histidines and their protonation/deprotonation modulates catalysis and conformational plasticity. Here we report the pKa calculations and assessment of the proton-coupled conformational dynamics of SARS-CoV-2 in comparison to SARS-CoV and MERS-CoV PLpros using a newly developed GPU-accelerated implicit-solvent continuous constant pH molecular dynamics method with an asynchronous replica-exchange scheme. The calculated pKa’s support the catalytic roles of the Cys-His-Asp triad. We also found that several residues can switch protonation states at physiological pH, among which is C270/271 located on the flexible blocking loop 2 (BL2) of SARS-CoV-2/CoV PLpro. Simulations revealed that the BL2 conformational dynamics is coupled to the titration of C271/270, in agreement with the crystal structures of SARS-CoV-2 PLpro. Simulations also revealed that BL2 in MERS-CoV PLpro is very flexible, sampling both open and closed states despite the lack of an analogous cysteine. Our work provides a starting point for more detailed mechanistic studies to assist structure-based design of broad-spectrum inhibitors against CoV PLpros.Competing Interest StatementThe authors have declared no competing interest.View Full Text

biophysics↗