bioRxiv Science⌕ Search

Biology subjects

Banerjee, R.

Publications and source records attributed to Banerjee, R..

At least 55 records · Page 3Linked to original sources

A genetically-encoded fluorescent biosensor for visualization of acetyl-CoA in live cells

Acetyl-coenzyme A is a central metabolite that participates in many cellular pathways. Evidence suggests that acetyl-CoA production and consumption are highly compartmentalized in mammalian cells. Yet methods to measure acetyl-CoA in living cells are lacking. In this work, we engineer an acetyl-CoA biosensor from the bacterial protein PanZ and circularly permuted green fluorescent protein (cpGFP). We biochemically characterize the sensor and demonstrate its selectivity for acetyl-CoA over other CoA species. We then deploy the biosensor in E. coli and HeLa cells to demonstrate its utility in living cells. In E. coli, we show that the biosensor enables detection of rapid changes in acetyl-CoA levels. In human cells, we show that the biosensor enables subcellular detection and reveals the compartmentalization of acetyl-CoA metabolism.

biochemistry↗

H2S preconditioning induces long-lived perturbations in O2 metabolism

Hydrogen sulfide exposure in moderate doses can induce profound but reversible hypometabolism in mammals. At a cellular level, H2S inhibits the electron transport chain (ETC), augments aerobic glycolysis, and glutamine-dependent carbon utilization via reductive carboxylation; however, the durability of these changes is unknown. We report that despite its volatility, H2S preconditioning increases P50(O2), the O2 pressure for half maximal cellular respiration, and has pleiotropic effects on oxidative metabolism that persist up to 24-48 h later. Notably, cyanide, another complex IV inhibitor, does not induce this type of metabolic memory. Sulfide-mediated prolonged fractional inhibition of complex IV by H2S is modulated by sulfide quinone oxidoreductase, which commits sulfide to oxidative catabolism. Since induced hypometabolism can be beneficial in disease settings that involve insufficient or interrupted blood flow, our study has important implications for attenuating reperfusion-induced ischemic injury, and/or prolonging shelf life of biologics like platelets.

biochemistry↗

Differential regulation by CD47 and thrombospondin-1 of extramedullary erythropoiesis in mouse spleen

Extramedullary erythropoiesis is not expected in healthy adult mice, but erythropoietic gene expression was elevated in lineage-depleted spleen cells from cd47-/- mice. Expression of several genes associated with early stages of erythropoiesis was elevated in mice lacking CD47 or its signaling ligand thrombospondin-1, consistent with previous evidence that this signaling pathway inhibits expression of multipotent stem cell transcription factors in spleen. In contrast, cells expressing markers of committed erythroid progenitors were more abundant in cd47-/- spleens but significantly depleted in thbs1-/- spleens. Single cell transcriptome and flow cytometry analyses indicated that loss of CD47 is associated with accumulation and increased proliferation in spleen of Ter119-CD34+ progenitors and Ter119+CD34- committed erythroid progenitors with elevated mRNA expression of Kit, Ermap, and Tfrc. Induction of committed erythroid precursors is consistent with the known function of CD47 to limit the phagocytic removal of aged erythrocytes. Conversely, loss of thrombospondin-1 delays the turnover of aged red blood cells, which may account for the suppression of committed erythroid precursors in thbs1-/- spleens relative to basal levels in wild type mice. In addition to defining a role for CD47 to limit extramedullary erythropoiesis, these studies reveal a thrombospondin-1-dependent basal level of extramedullary erythropoiesis in adult mouse spleen.

cell biology↗

Membrane Bound O-Acyltransferase 7 (MBOAT7) Shapes Lysosomal Lipid Homeostasis and Function to Control Alcohol-Associated Liver Injury

Several recent genome-wide association studies (GWAS) have identified single nucleotide polymorphism (SNPs) near the gene encoding membrane-bound O-acyltransferase 7 (MBOAT7) that is associated with advanced liver diseases. In fact, a common MBOAT7 variant (rs641738), which is associated with reduced MBOAT7 expression, confers increased susceptibility to non-alcoholic fatty liver disease (NAFLD), alcohol-associated liver disease (ALD), and liver fibrosis in those chronically infected with hepatitis viruses B and C. The MBOAT7 gene encodes a lysophosphatidylinositol (LPI) acyltransferase enzyme that produces the most abundant form of phosphatidylinositol 38:4 (PI 18:0/20:4). Although these recent genetic studies clearly implicate MBOAT7 function in liver disease progression, the mechanism(s) by which MBOAT7-driven LPI acylation regulates liver disease is currently unknown. Previously we showed that antisense oligonucleotide (ASO)-mediated knockdown of Mboat7 promoted non-alcoholic fatty liver disease (NAFLD) in mice (Helsley et al., 2019). Here, we provide mechanistic insights into how MBOAT7 loss of function promotes alcohol-associated liver disease (ALD). In agreement with GWAS studies, we find that circulating levels of metabolic product of MBOAT7 (PI 38:4) are significantly reduced in heavy drinkers compared to age-matched healthy controls. Hepatocyte specific genetic deletion (Mboat7HSKO), but not myeloid-specific deletion (Mboat7MSKO), of Mboat7 in mice results in enhanced ethanol-induced hepatic steatosis and high concentrations of plasma alanine aminotransferase (ALT). Given MBOAT7 is a lipid metabolic enzyme, we performed comprehensive lipidomic profiling of the liver and identified a striking reorganization of the hepatic lipidome upon ethanol feeding in Mboat7HSKO mice. Specifically, we observed large increases in the levels of endosomal/lysosomal lipids including bis(monoacylglycero)phosphates (BMP) and phosphatidylglycerols (PGs) in ethanol-exposed Mboat7HSKO mice. In parallel, ethanol-fed Mboat7HSKO mice exhibited marked dysregulation of autophagic flux and lysosomal biogenesis when exposed to ethanol. This was associated with impaired transcription factor EB (TFEB)-mediated lysosomal biogenesis and accumulation of autophagosomes. Collectively, this works provides new molecular insights into how genetic variation in MBOAT7 impacts ALD progression in humans and mice. This work is the first to causally link MBOAT7 loss of function in hepatocytes, but not myeloid cells, to ethanol-induced liver injury via dysregulation of lysosomal biogenesis and autophagic flux.

cell biology↗

Loss of Carnitine Palmitoyltransferase 1a Reduces Docosahexaenoic Acid-Containing Phospholipids and Drives Sexually Dimorphic Liver Disease in Mice

Background and AimsGenome and epigenome wide association studies identified variants in carnitine palmitoyltransferase 1a (CPT1a) that associate with lipid traits. The goal of this study was to determine the impact by which liver-specific CPT1a deletion impacts hepatic lipid metabolism. Approach and ResultsSix-to-eight-week old male and female liver-specific knockout (LKO) and littermate controls were placed on a low-fat or high-fat diet (HFD; 60% kcal fat) for 15 weeks. Mice were necropsied after a 16 hour fast, and tissues were collected for lipidomics, matrix-assisted laser desorption ionization mass spectrometry imaging (MALDI-MSI), kinome analysis, RNA-sequencing, and protein expression by immunoblotting. Female LKO mice had increased serum alanine aminotransferase (ALT) levels which were associated with greater deposition of hepatic lipids, while male mice were not affected by CPT1a deletion relative to male control mice. Mice with CPT1a deletion had reductions in DHA-containing phospholipids at the expense of monounsaturated fatty acids (MUFA)-containing phospholipids in both whole liver and at the level of the lipid droplet (LD). Male and female LKO mice increased RNA levels of genes involved in LD lipolysis (Plin2, Cidec, G0S2) and in polyunsaturated fatty acid (PUFA) metabolism (Elovl5, Fads1, Elovl2), while only female LKO mice increased genes involved in inflammation (Ly6d, Mmp12, Cxcl2). Kinase profiling showed decreased protein kinase A (PKA) activity, which coincided with increased PLIN2, PLIN5, and G0S2 protein levels and decreased triglyceride hydrolysis in LKO mice. ConclusionsLiver-specific deletion of CPT1a promotes sexually dimorphic steatotic liver disease (SLD) in mice, and here we have identified new mechanisms by which females are protected from HFD-induced liver injury. Graphical Summary O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=109 SRC="FIGDIR/small/553705v1_ufig1.gif" ALT="Figure 1"> View larger version (29K): org.highwire.dtl.DTLVardef@f42ea0org.highwire.dtl.DTLVardef@12135f2org.highwire.dtl.DTLVardef@15cd9d0org.highwire.dtl.DTLVardef@e0106b_HPS_FORMAT_FIGEXP M_FIG C_FIG

physiology↗

Developmental stability and segregation of Theory of Mind and Pain networks carry distinct temporal signatures during naturalistic viewing

Temporally stable large-scale functional brain connectivity among distributed brain regions is crucial during brain development. Recently, many studies highlighted an association between temporal dynamics during development and their alterations across various time scales. However, systematic characterization of temporal stability patterns of brain networks that represent the bodies and minds of others in children remains unexplored. To address this, we apply an unsupervised approach to reduce high-dimensional dynamic functional connectivity (dFC) features via low-dimensional patterns and characterize temporal stability using quantitative metrics across neurodevelopment. This study characterizes the development of temporal stability of the Theory of Mind (ToM) and Pain networks to address the functional maturation of these networks. The dataset used for this investigation comprised 155 subjects (children (n=122, 3-12 years) and adults (n=33)) watching engaging movie clips while undergoing fMRI data acquisition. The movie clips highlighted cartoon characters and their bodily sensations (often pain) and mental states (beliefs, desires, emotions) of others, activating ToM and Pain network regions of young children. Our findings demonstrate that ToM and pain networks display distinct temporal stability patterns by age 3 years. Finally, the temporal stability and specialization of the two functional networks increase with age and predict ToM behavior.

neuroscience↗

Cobalt-sulfur coordination chemistry drives B12 loading onto methionine synthase

Cobalt-sulfur (Co-S) coordination is labile to both oxidation and reduction chemistry and is rarely seen in Nature. Cobalamin (or vitamin B12) is an essential cobalt-containing organometallic cofactor in mammals, and is escorted via an intricate network of chaperones to a single cytoplasmic target, methionine synthase. In this study, we report that the human cobalamin trafficking protein, MMADHC, exploits the chemical lability of Co-S coordination, for cofactor off-loading onto methionine synthase. Cys-261 on MMADHC serves as the {beta}-axial ligand to cobalamin. Complex formation between MMADHC and methionine synthase is signaled by loss of the lower axial nitrogen ligand, leading to five-coordinate thiolato-cobalamin. Nucleophilic displacement by the vicinal thiolate, Cys-262, completes cofactor transfer to methionine synthase and release of a cysteine disulfide-containing MMADHC. The physiological relevance of this mechanism is supported by clinical variants of MMADHC, which impair cofactor binding and off-loading, explaining the molecular basis of the associated homocystinuria.

biochemistry↗

Structure of the human Duffy antigen receptor

The Duffy antigen receptor, also known as FY glycoprotein or CD234, is a seven transmembrane protein expressed primarily at the surface of red blood cells, which displays promiscuous binding to multiple chemokines. Not only does it serve as the basis of the Duffy blood group system but it also acts as the primary attachment site for malarial parasite Plasmodium vivax on erythrocytes and as one of the nucleating receptors for the pore forming toxins secreted by Staphylococcus aureus. Despite a predicted 7TM architecture and efficient binding to a spectrum of chemokines, it fails to exhibit canonical second messenger response such as calcium release, likely due to a lack of G protein coupling. Unlike prototypical GPCRs and {beta}-arrestin-biased atypical chemokine receptors, the Duffy antigen receptor also appears to lack {beta}-arrestin binding, making it an enigmatic 7TM chemokine receptor. In order to decipher the molecular mechanism of this intriguing functional divergence exhibited by the Duffy antigen receptor, we have determined its cryo-EM structure in complex with a C-C type chemokine, CCL7. The structure reveals a relatively superficial binding mode of CCL7, with the N-terminus of the receptor serving as the key interaction interface, and a partially formed orthosteric binding pocket lacking the second site for chemokine recognition compared to prototypical chemokine receptors. The structural framework allows us to employ HDX-MS approach to uncover ligand-induced structural changes in the receptor and draw important insights into the promiscuous nature of chemokine binding. Interestingly, we also observe a dramatic shortening of TM5 and 6 on the intracellular side, compared to prototypical GPCRs, which precludes the coupling of canonical signal-transducers namely G proteins, GRKs and {beta}-arrestins, as demonstrated through extensive cellular assays. Taken together, our study uncovers a previously unknown structural mechanism that imparts unique functional divergence on the 7TM fold encoded in the Duffy antigen receptor while maintaining its scavenging function and should facilitate the designing of novel therapeutics targeting this receptor.

biochemistry↗

Molecular insights into atypical modes of beta-arrestin interaction with seven transmembrane receptors

{beta}-arrestins are multifunctional proteins that are critically involved in regulating spatio-temporal aspects of GPCR signaling. The interaction of {beta}-arrestins with GPCRs is typically conceptualized in terms of receptor activation and phosphorylation primarily in the carboxyl-terminus. Interestingly however, there are several GPCRs that harbor majority of phosphorylation sites in their 3rd intracellular loop (ICL3) instead of carboxyl-terminus but still robustly engage {beta}-arrestins. Moreover, there are several 7TMRs that are now characterized as intrinsically-biased, {beta}-arrestin-coupled receptors (ACRs) due to lack of functional G-protein-coupling but robust {beta}-arrestin binding leading to functional outcomes. The molecular basis of {beta}-arrestin interaction and activation upon binding to these types of 7TMRs is currently elusive, and it represents a major knowledge gap in our current understanding of this signaling system. Here, we present seven cryo-EM structures of {beta}-arrestins in basal state, activated by the muscarinic M2 receptor (M2R) through its ICL3, and a {beta}-arrestin-coupled receptor known as decoy D6 receptor (D6R). These structural snapshots combined with biochemical, cellular, and biophysical experiments including HDX-MS and MD simulation provide novel insights into the ability of {beta}-arrestins to preferentially select specific phosphorylation patterns in the receptors, and also illuminate the structural diversity in 7TMR-{beta}-arrestin interaction. Surprisingly, we also observe that the carboxyl-terminus of {beta}-arrestin2 but not {beta}-arrestin1 undergoes structural transition from a {beta}-strand to -helix upon activation by D6R, which may preclude the core-interaction with the activated receptor. Taken together, our study elucidates previously unappreciated aspects of 7TMR-{beta}-arrestin interaction, and provides important mechanistic clues about how the two isoforms of {beta}-arrestins can recognize and regulate a large repertoire of GPCRs.

biochemistry↗

Structure-guided engineering of biased-agonism in the human niacin receptor via single amino acid substitution

The Hydroxycarboxylic acid receptor 2 (HCA2), also known as the niacin receptor or GPR109A, is a prototypical G protein-coupled receptor that plays a central role in the inhibition of lipolytic and atherogenic activities in our body. Interestingly, GPR109A activation also results in vasodilation that is linked to the side-effect of flushing associated with dyslipidemia drugs such as niacin. This receptor continues to be a key target for developing novel pharmacophores and lead compounds as potential therapeutics in dyslipidemia with minimized flushing response, however, the lack of structural insights into agonist-binding and receptor activation has limited the efforts. Here, we present five different cryo-EM structures of the GPR109A-G-protein complexes with the receptor bound to dyslipidemia drugs, niacin or acipimox, non-flushing agonists, MK6892 or GSK256073, and recently approved psoriasis drug, monomethyl fumarate (MMF). These structures allow us to visualize the binding mechanism of agonists with a conserved molecular interaction network, and elucidate the previously lacking molecular basis of receptor activation and transducer-coupling. Importantly, cellular pharmacology experiments, guided by the structural framework determined here, elucidate pathway-selective biased signaling elicited by the non-flushing agonists. Finally, taking lead from the structural insights, we successfully engineered receptor mutants via single amino acid substitutions that either fail to elicit agonist-induced transducer-coupling or exhibits G-protein signaling bias. Taken together, our study provides previously lacking structural framework to understand the agonist-binding and activation of GPR109A, and opens up the possibilities of structure-guided novel drug discovery targeting this therapeutically important receptor.

biochemistry↗

Rictor induces AKT signaling to regulate lymphatic valve formation

Lymphatic valves are specialized structures of the collecting lymphatic vessels and are crucial for preventing retrograde lymph flow. Mutations in valve-forming genes have been clinically implicated in the pathology of congenital lymphedema. Lymphatic valves form when oscillatory shear stress (OSS) from lymph flow signals through the PI3K/AKT pathway to promote the transcription of valve-forming genes that trigger the growth and maintenance of lymphatic valves throughout life. Conventionally, in other tissue types, AKT activation requires dual kinase activity and the mammalian target of rapamycin complex 2 (mTORC2) commands this process by phosphorylating AKT at Ser473. Here we showed that embryonic and postnatal lymphatic deletion of Rictor, a critical component of mTORC2, led to a significant decrease in lymphatic valves and prevented the maturation of collecting lymphatic vessels. RICTOR knockdown in human lymphatic endothelial cells (hdLECs) not only significantly reduced the level of activated AKT and the expression of valve-forming genes under no-flow conditions, but also abolished the upregulation of AKT activity and valve-forming genes in response to flow. We further showed that the AKT target, FOXO1, a repressor of lymphatic valve formation, had increased nuclear activity in Rictor knockout mesenteric LECs, in vivo. Deletion of Foxo1 in Rictor knockout mice restored the number of valves to control levels in both mesenteric and ear lymphatics. Our work revealed a novel role of RICTOR signaling in the mechanotransduction signaling pathway, wherein it activates AKT and prevents the nuclear accumulation of the valve repressor, FOXO1, which ultimately allows the formation and maintenance of a normal lymphatic valve.

developmental biology↗

MACI: A machine learning-based approach to identify drug classes of antibiotic resistance genes from metagenomic data

Novel methodologies are now essential for identification of antibiotic resistant pathogens in order to resist them. Here, we are presenting a model, MACI (Machine learning-based Antibiotic resistance gene-specific drug Class Identification) that can take metagenomic fragments as input and predict the drug class of antibiotic resistant genes. We trained the model to learn underlying patterns of genes using the Comprehensive Antibiotic Resistance Database. It comprises of 116 drug classes with a total of 2960 representative sequences. Among these 116 drug classes, we found 22 categories (contributing approximately 85% of the overall sequence-data) surpassed other 94 drug classes based on the number of fragments. The model showed an average precision of 0.83 and a recall of 0.81 for these 22 drug classes. Moreover, the model predicted multidrug resistant classes with higher performance score (precision and recall: 0.9 and 0.88 respectively) compared to single drug resistant categories (0.77 and 0.75). Post to this, we analysed these 22 drug classes to find out class-specific overlapping patterns of nucleotides that led to accurate classification. This way, we found five drug classes viz. "carbapenem;cephalosporin;penam", "cephalosporin", "cephamycin", "cephalosporin;monobactam;penam;penem", and "fluoroquinolone". Additionally, the positions of these significant patterns corroborated with the functional domains of majority of antibiotic resistance genes in that drug class, indicating their biological importance. These class-specific patterns play a pivotal role in rapid identification of some drug classes comprising antibiotic resistance genes. Further analysis showed that bacterial species, containing these five-drug classes, were found to have well-known multidrug resistance property.

bioinformatics↗

Endothelial Nitric Oxide Synthase Regulates Lymphatic Valve Specification By Controlling β-catenin Signaling During Embryogenesis

ObjectiveLymphatic valves play a critical role in ensuring unidirectional lymph transport. Loss of lymphatic valves or dysfunctional valves are associated with several diseases including lymphedema, lymphatic malformations, obesity, and ileitis. Lymphatic valves first develop during embryogenesis in response to mechanotransduction signaling pathways triggered by oscillatory lymph flow. In blood vessels, eNOS (gene name: Nos3) is a well characterized shear stress signaling effector, but its role in lymphatic valve development remains unexplored. Approach and ResultsWe used global Nos3-/- mice and cultured hdLECs to investigate the role of eNOS in lymphatic valve development, which requires oscillatory shear stress signaling. Our data reveal a 45% reduction in lymphatic valve specification cell clusters and that loss of eNOS protein inhibited activation of {beta}-catenin and its nuclear translocation. Genetic knockout or knockdown of eNOS led to downregulation of {beta}-catenin target proteins in vivo and in vitro. However, pharmacological inhibition of NO production did not reproduce these effects. Coimmunoprecipitation experiments reveal that eNOS forms a complex with {beta}-catenin and their association is enhanced by oscillatory shear stress. Finally, genetic ablation of the Foxo1 gene enhanced FOXC2 expression and rescued the loss of valve specification in the eNOS knockouts. ConclusionIn conclusion, we demonstrate a novel, nitric oxide-independent role for eNOS in regulating lymphatic valve specification and propose a mechanism by which eNOS forms a complex with {beta}-catenin to regulate its nuclear translocation and thereby transcriptional activity.

developmental biology↗

Architecture of the human G-protein-methylmalonyl-CoA mutase nanoassembly for B12 delivery and repair

G-proteins function as molecular switches to power cofactor translocation and confer fidelity in metal trafficking. MMAA, a G-protein motor, together with MMAB, an adenosyltransferase, orchestrate cofactor delivery and repair of B12-dependent human methylmalonyl-CoA mutase (MMUT). The mechanism by which the motor assembles and moves a >1300 Da cargo, or fails in disease, are poorly understood. Herein, we report the crystal structure of the human MMUT-MMAA nanomotor assembly, which reveals a dramatic 180{degrees} rotation of the B12 domain, exposing it to solvent. The nanomotor complex, stabilized by MMAA wedging between two MMUT domains, leads to ordering of the switch I and III loops, revealing the molecular basis of mutase-dependent GTPase activation. The structure explains the biochemical penalties incurred by methylmalonic aciduria-causing mutations that reside at the newly identified MMAA-MMUT interfaces.

biochemistry↗

Enzymatic assay for UDP-GlcNAc and its application in the parallel assessment of substrate availability and protein O-GlcNAcylation

O-linked N-acetylglucosaminylation (O-GlcNAcylation) is a ubiquitous and dynamic yet still relatively poorly understood non-canonical glycosylation of intracellular proteins. Several vital branches of metabolism converge at the hexosamine biosynthetic pathway (HBP) to produce the substrate for protein O-GlcNAcylation the uridine diphosphate N-acetylglucosamine (UDP-GlcNAc). Availability of this metabolite is considered a key regulator of O-GlcNAcylation. Yet UDP-GlcNAc concentrations are rarely reported in studies exploring the HBP and O-GlcNAcylation, most likely because the methods to measure it restrict to specialized chromatographic procedures. To overcome this limitation, we introduce here an enzymatic method to quantify cellular and tissue UDP-GlcNAc. The method is based on O-GlcNAcylation of a substrate peptide by recombinant O-linked N-acetylglucosamine transferase (OGT) and detection of the modification with a specific antibody. The assay can be performed in dot blot or microplate formats. The key to successful assay was the removal of strong inhibition of OGT by the reaction side product, uridine diphosphate (UDP). We applied the assay to provide the first systematic report of UDP-GlcNAc concentrations in mouse tissues and cultured cells. Furthermore, we show how changes in UDP-GlcNAc levels correlate with O-GlcNAcylation and the expression of OGT and O-GlcNAcase (OGA).

biochemistry↗

Sulfide oxidation promotes hypoxic angiogenesis and neovascularization

Angiogenic programming in the vascular endothelium is a tightly regulated process to maintain tissue homeostasis and is activated in tissue injury and the tumor microenvironment. The metabolic basis of how gas signaling molecules regulate angiogenesis is elusive. Herein, we report that hypoxic upregulation of NO synthesis in endothelial cells reprograms the transsulfuration pathway and increases H2S biogenesis. Furthermore, H2S oxidation by mitochondrial sulfide quinone oxidoreductase (SQOR) rather than downstream persulfides, synergizes with hypoxia to induce a reductive shift, limiting endothelial cell proliferation that is attenuated by dissipation of the mitochondrial NADH pool. Tumor xenografts in whole-body WBCreSQORfl/fl knockout mice exhibit lower mass and reduced angiogenesis compared to SQORfl/fl controls. WBCreSQORfl/fl mice also exhibit reduced muscle angiogenesis following femoral artery ligation, compared to controls. Collectively, our data reveal the molecular intersections between H2S, O2 and NO metabolism and identify SQOR inhibition as a metabolic vulnerability for endothelial cell proliferation and neovascularization. HighlightsO_LIHypoxic induction of *NO in endothelial cells inhibits CBS and switches CTH reaction specificity C_LIO_LIHypoxic interruption of the canonical transsulfuration pathway promotes H2S synthesis C_LIO_LISynergizing with hypoxia, SQOR deficiency induces a reductive shift in the ETC and restricts proliferation C_LIO_LISQOR KO mice exhibit lower neovascularization in tumor xenograft and hind limb ischemia models C_LI

biochemistry↗

Structural insights into agonist-binding and activation of the human complement C3a receptor

The complement cascade is an integral part of innate immunity, and it plays a crucial role in our bodys innate immune response including combating microbial infections. Activation of the complement cascade results in the generation of multiple peptide fragments, of which complement C3a and C5a are potent anaphylatoxins. The complement C3a binds and activates a G protein-coupled receptor (GPCR) known as C3aR while C5a activates two distinct receptors namely C5aR1 and C5aR2. Our current understanding of complement peptide recognition by their corresponding receptors is limited primarily to biochemical studies, and direct structural visualization of ligand-receptor complexes is still elusive. Here, we present structural snapshots of C3aR in complex with heterotrimeric G-proteins, with the receptor in ligand-free state, activated by full-length complement C3a, and a peptide agonist EP54, derived based on the carboxyl-terminal sequence of C5a. A comprehensive analysis of these structures uncovers the critical residues involved in C3a-C3aR interaction, and also provides molecular insights to rationally design carboxyl-terminal fragments of C3a and C5a to act as potent agonists of the receptor. Surprisingly, a comparison of C3a-C3aR structure with C5a-C5aR1 structure reveals diagonally opposite placement of these two complement peptides on their respective receptors, which helps explain the subtype selectivity of these complement peptides. Finally, taking lead from the structural insights, we also identify EP141, a peptide derived from the carboxyl-terminus of C3a, as a G-protein-biased agonist at C3aR. Taken together, our study illuminates the structural mechanism of complement C3a recognition by C3aR, and it also offers the first structural template for designing novel C3aR ligands with therapeutic potential for inflammatory disorders.

biochemistry↗

End-to-End Explainable AI: Derived Theory-of-Mind Fingerprints to Distinguish Between Autistic and Typically developing and Social Symptom Severity

Theory-of-Mind (ToM) is an evolving ability that significantly impacts human learning and cognition. Early development of ToM ability allow one to comprehend other peoples aims and ambitions, as well as thinking that differs from ones own. Autism Spectrum Disorder (ASD) is the prevalent pervasive neurodevelopmental disorder in which participants brains appeared to be marked by diffuse variations throughout large-scale brain systems made up of functionally connected but physically separated brain areas that got abnormalities in willed action, self-monitoring and monitoring the intents of others, often known as ToM. Although functional neuroimaging techniques have been widely used to establish the neural correlates implicated in ToM, the specific mechanisms still need to be clarified. The availability of current Big data and Artificial Intelligence (AI) frameworks paves the way for systematically identifying Autistics from typically developing by identifying neural correlates and connectome-based features to generate accurate classifications and predictions of socio-cognitive impairment. In this work, we develop an Ex-AI model that quantifies the common sources of variability in ToM brain regions between typically developing and ASD individuals. Our results identify a feature set on which the classification model can be trained to learn characteristics differences and classify ASD and TD ToM development more distinctly. This approach can also estimate heterogeneity within ASD ToM subtypes and their association with the symptom severity scores based on socio-cognitive impairments. Based on our proposed framework, we obtain an average accuracy of more than 90 % using Explainable ML (Ex-Ml) models and an average of 96 % classification accuracy using Explainable Deep Neural Network (Ex-DNN) models. Our findings identify three important sub-groups within ASD samples based on the key differences and heterogeneity in resting state ToM regions functional connectivity patterns and predictive of mild to severe atypical social cognition and communication deficits through early developmental stages.

neuroscience↗