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Banerjee, R.

Publications and source records attributed to Banerjee, R..

At least 37 records · Page 2Linked to original sources

Evolutionarily conserved temperature dependency leads to loss of protein O-GlcNAc in mammalian hypothermia

O-N-acetylglucosaminylation (O-GlcNAcylation) is a conserved, non-canonical glycosylation of intracellular proteins suggested to regulate a wide spectrum of fundamental cell processes and stress responses. O-GlcNAc transferase (OGT) and O-GlcNAcase (OGA) add and remove, respectively, O-GlcNAc on protein serines and threonines. O-GlcNAcylation is thought to be primarily regulated by the availability of its substrate, UDP-GlcNAc, produced by the hexosamine biosynthetic pathway (HBP). We observed a body-wide loss of O-GlcNAcylated proteins in Bcs1l mutant mice, a model of mitochondrial complex III deficiency. UDP-GlcNAc precursors glutamine, UTP and acetyl-CoA were decreased in the mutant liver but, surprisingly, UDP-GlcNAc was not consistently decreased in the organs that showed low O-GlcNAc. Neither N-acetylglucosamine supplementation nor overexpression of the HBP rate-limiting enzyme GFPT1 restored the protein O-GlcNAc levels. The Bcs1l mutant mice become hypothermic and, interestingly, earlier evidence suggest that O-GlcNAcylation depends on ambient temperature in Drosophila embryos. We found that temperature determined O-GlcNAc abundance also in adult flies of tropical and boreal Drosophila species, in the poikilothermic vertebrate zebrafish, and in cultured mammalian cells. In cultured cells, the OGT-OGA protein ratio coincided with temperature and O-GlcNAc level, providing a regulatory mechanism. Pharmacological OGA inhibition decoupled the O-GlcNAc temperature dependency in cultured cells, as did an OGA null allele in Drosophila. In Bcs1l mutant mice, O-GlcNAc levels strongly correlated with body temperature. Increasing the mouse body temperature through transgenic expression of the heat-generating mitochondrial alternative oxidase (AOX) or housing at 35{degrees}C prevented the loss of O-GlcNAc. Pharmacological restoration of O-GlcNAc in the Bcs1l mutant mice produced minimal effects, suggesting that the bulk of O-GlcNAc is dispensable in mild hypothermia. Our findings imply an evolutionarily ancient role of protein O-GlcNAcylation in temperature adaptation and, instead of protein function-specific roles, argue for a global role of O-GlcNAc in temperature control of proteostasis.

physiology↗

Molecular fingerprints of a convergent mechanism orchestrating diverse ligand recognition and species-specific pharmacology at the complement anaphylatoxin receptors

Complement anaphylatoxin receptors (C3aR and C5aR1) are prototypical G protein-coupled receptors (GPCRs) playing crucial physiological roles in innate immunity by combating pathogenic infections and orchestrating inflammatory responses. They continue to be important therapeutic targets for multiple disorders including autoimmune diseases, acute and chronic inflammation, and allergy-related conditions. Recent structural coverage has provided important insights into their activation and signaling, however, confounding observations in the literature related to ligand efficacy and functional responses, especially in different model systems, present a major challenge for drug discovery efforts. Here, we systematically and comprehensively profile a broad set of natural and synthetic ligands at C3aR and C5aR1 and discover a previously unanticipated level of functional specialization in terms of species-specific pharmacology and receptor activation. Taking a lead from this, we determine seventeen cryo-EM structures of different ligand-receptor-G-protein complexes and uncover distinct orientation of agonists between the human and mouse receptors despite an overlapping positioning in the orthosteric binding pocket. Combined with extensive mutagenesis and functional assays, these structural snapshots allow us to decode and validate a convergent molecular mechanism involving a "Five-Point-Switch" in these receptors that orchestrates the recognition and efficacy of diverse agonists. We also identify species-specific differences at the level of phosphorylation patterns encoded in the carboxyl-terminus of these receptors and directly visualize their impact on {beta}arr binding and activation using cryo-EM structures. Interestingly, we observe that {beta}arrs engage with the mouse C5aR1 using a variation of previously discovered P-X-P-P phosphorylation motif via a "Sliding-Mechanism" and also exhibit distinct oligomeric state for the human vs. mouse receptors. Taken together, this study elucidates functional specialization at the complement anaphylatoxin receptors and underlying molecular mechanisms, offering a previously lacking framework with direct and immediate implications for the development of novel therapeutics.

biochemistry↗

Gut Microbe-Derived N-Acyl Serinol Lipids Shape Host Postprandial Metabolic Homeostasis

Although strong evidence links the gut microbiome to metabolic disease, the mechanisms linking microbiota to hormonal and metabolic responses to food are not well understood. After a meal, gut bacteria produce a wide array of small molecule, protein, and lipid metabolites originating from bacterial sources. Annotating physiological function to select gut microbe-derived metabolites is critical to understanding diet-microbe-host interactions, and to developing microbiome-inspired therapies to improve human health. Here, we have investigated the role of a poorly annotated class of gut microbiome-derived lipids called N-acyl amides in postprandial metabolic physiology. Here we show both bacterial overproduction and provision of exogenous N-acyl amides reorganize host hormone-driven metabolic transition after a meal. Moreover, N-acyl amides exert broad effects on the meal- and circadian-related reorganization of gene expression, metabolic hormones, and gut microbiome composition. Collectively, these results demonstrate that microbiota-derived N-acyl amides play a physiologic role in postprandial metabolic homeostasis in the host.

physiology↗

Gut sulfide metabolism modulates behavior and brain bioenergetics

The host-microbiome interface is rich in metabolite exchanges and exquisitely sensitive to diet. Hydrogen sulfide (H2S) is present at high concentrations at this interface, and is a product of both microbial and host metabolism. The mitochondrial enzyme, sulfide quinone oxidoreductase (SQOR), couples H2S detoxification to oxidative phosphorylation; its inherited deficiency presents as Leigh disease. Since an estimated two thirds of systemic H2S metabolism originates in gut, it raises questions as to whether impaired sulfide clearance in this compartment contributes to disease, and whether it can be modulated by dietary sulfur content. In this study, we report that SQOR deficiency confined to murine intestinal epithelial cells, perturbs colon bioenergetics that is reversed by antibiotics, establishing a significant local contribution of microbial H2S to host physiology. We also find that a 2.5-fold higher methionine intake, mimicking the difference between animal and plant proteins, synergized with intestinal SQOR deficiency to adversely impact colon architecture and alter microbiome composition. In serum, increased thiosulfate, a biomarker of H2S oxidation, revealed that intestinal SQOR deficiency combined with high dietary methionine, affects sulfide metabolism globally and perturbs energy metabolism as indicated by higher ketone bodies. The mice exhibited lower exploratory locomotor activity while brain MRI revealed an atypical reduction in ventricular volume, which was associated with lower aquaporin 1 that is important for cerebrospinal fluid secretion. Our study reveals the dynamic interaction between dietary sulfur intake and sulfide metabolism at the host-microbe interface, impacting gut health, and the potential for lower dietary methionine intake to modulate pathology. Significance StatementThe host-microbiome interface is rich in metabolite-based communications that are modulated by diet. Hydrogen sulfide (H2S), which is a respiratory poison at high concentrations, is enriched at this interface, and is detoxified by the host enzyme, sulfide quinone oxidoreductase (SQOR). Given the quantitatively significant contribution of gut to systemic H2S metabolism, we examined how SQOR deficiency restricted to murine intestinal epithelial cells, interacts with high dietary methionine, designed to approximate the difference between plant versus animal protein levels, to affect local and global bioenergetics. Our study revealed profound short- and long-range impacts resulting from the synergy between decreased H2S clearance capacity in gut and high dietary methionine on global energy metabolism, brain pathology, and behavior.

biochemistry↗

Gut Microbe-Derived Trimethylamine Shapes Circadian Rhythms Through the Host Receptor TAAR5

Elevated levels of the gut microbe-derived metabolite trimethylamine N-oxide (TMAO) are associated with cardiometabolic disease risk. However, the mechanism(s) linking TMAO production to human disease are incompletely understood. Initiation of the metaorganismal TMAO pathway begins when dietary choline and related metabolites are converted to trimethylamine (TMA) by gut bacteria. Gut microbe-derived TMA can then be further oxidized by host flavin-containing monooxygenases to generate TMAO. Previously, we showed that drugs lowering both TMA and TMAO protect mice against obesity via rewiring of host circadian rhythms. Although most mechanistic studies in the literature have focused on the metabolic end product TMAO, here we have instead tested whether the primary metabolite TMA alters host metabolic homeostasis and circadian rhythms via trace amine-associated receptor 5 (TAAR5). Remarkably, mice lacking the host TMA receptor (Taar5-/-) have altered circadian rhythms in gene expression, metabolic hormones, gut microbiome composition, and diverse behaviors. Also, mice genetically lacking bacterial TMA production or host TMA oxidation have altered circadian rhythms. These results provide new insights into diet-microbe-host interactions relevant to cardiometabolic disease, and implicate gut bacterial production of TMA and the host receptor that senses TMA (TAAR5) in the physiologic regulation of circadian rhythms in mice. HIGHLIGHTSO_LIMice lacking the host TMA receptor (Taar5-/-) have altered circadian rhythms. C_LIO_LITaar5-/- mice have altered innate behaviors in a time of day dependent manner. C_LIO_LIThe normal circadian oscillations in the gut microbiome are dysregulated in Taar5-/- mice. C_LIO_LIGenetic deletion of bacterial TMA production or host TMA oxidation shapes circadian rhythms. C_LI Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=137 HEIGHT=200 SRC="FIGDIR/small/647082v2_ufig1.gif" ALT="Figure 1"> View larger version (45K): org.highwire.dtl.DTLVardef@1608forg.highwire.dtl.DTLVardef@6a809aorg.highwire.dtl.DTLVardef@2131f7org.highwire.dtl.DTLVardef@1575559_HPS_FORMAT_FIGEXP M_FIG C_FIG

biochemistry↗

Lymphatic Malformations with Activating KRAS Mutations Impair Lymphatic Valve Development Through Matrix Metalloproteinases

BACKGROUNDLymphatic malformations (LMs) are lesions due to inherited or somatic mutations that lead to a defective lymphatic vasculature. Activating KRAS mutations have been identified recently in LM patients with lymphedema, chylous ascites, or life-threatening chylothorax. In a LM mouse model, KRAS mutations are associated with a loss of lymphatic valves, which has been proposed to cause chylothorax via retrograde lymph flow into the pleural space. However, the mechanisms underlying the loss of lymphatic valves are unknown. METHODSTo investigate the mechanisms leading to valve loss, we combined the lymphatic-specific and tamoxifen-inducible Flt4CreERT2 with Kras-loxP-stop-loxP-G12D (Kras+/G12D) mice and Prox1GFP reporter mice to induce the restricted expression of KRAS-G12D and enable valve quantification in postnatal pups. Human dermal lymphatic endothelial cells (hdLECs) expressing KRAS-G12D were probed for changes in mRNA and protein expression with qRT-PCR, western blot, and gel zymography, and mechanistic studies were performed using 3D cell culture in collagen matrices. RESULTSOur data showed that lymphatic-specific expression of KRAS-G12D significantly attenuated valve development in the mesentery, diaphragm, and ear skin. qRT-PCR, western blot, and gel zymography using hdLECs expressing KRAS-G12D revealed the upregulation of the plasminogen activator (PA) pathway and matrix metalloproteinases (MMPs). The MMPs were sufficiently activated by plasmin, the product of the PA pathway, in hdLECs grown in a 3D collagen matrix, indicating a role for MMPs in the degradation of valve ECM core. Furthermore, a broad-spectrum MMP inhibitor given to Flt4CreERT2;Kras+/G12D mice rescued lymphatic valve development. CONCLUSIONSWe conclude that hyperactive KRAS signaling upregulates MMPs that become excessively activated by the upregulation of the PA pathway. MMPs then degrade the lymphatic valve ECM core preventing valve formation.

pathology↗

Pre-assembly of biomolecular condensate seeds drives RSV replication

During infection many RNA viruses, including respiratory syncytial virus (RSV), form specialized biomolecular condensates, inclusion bodies (IBs), where viral transcription and replication occur1-4. Paradoxically, high protein concentrations are typically required for condensate nucleation5, yet attaining sufficient protein levels in infection is thought to require IBs for viral transcription and replication. To uncover how viruses solve this paradox to establish IBs, we visualized early infection of RSV in real-time with single genomic viral ribonucleoprotein (vRNP) resolution. Our results reveal that IBs are nucleated from infecting vRNPs rather than de novo in the cytoplasm. IB nucleation further requires in-virion pre-assembly of viral protein-protein interaction networks on vRNPs to form pre-replication centers (PRCs). PRCs are potent condensate nucleation seeds due to their resistance to disassembly and efficient recruitment of newly-synthesized viral proteins. The high protein affinity of PRCs also results in increased polymerase complex association, allowing efficient viral transcription even in the absence of IBs. Together, these activities create a feed-forward loop that drives rapid IB formation. Intriguingly, PRC assembly depends on in-virion viral protein levels and is highly heterogeneous among virions, explaining cell-to-cell heterogeneity in infection progression, and identifying heterogeneous virions as the origin of infection heterogeneity. Together, our results show that in-virion pre-assembly of PRCs kick-starts viral condensate nucleation upon host-cell entry, and explains cell-to-cell heterogeneity in RSV infection.

microbiology↗

EPISeg: Automated segmentation of the spinal cord on echo planar images using open-access multi-center data

Functional magnetic resonance imaging (fMRI) of the spinal cord is relevant for studying sensation, movement, and autonomic function. Preprocessing of spinal cord fMRI data involves segmentation of the spinal cord on gradient-echo echo planar imaging (EPI) images. Current automated segmentation methods do not work well on these data, due to the low spatial resolution, susceptibility artifacts causing distortions and signal drop-out, ghosting, and motion-related artifacts. Consequently, this segmentation task demands a considerable amount of manual effort which takes time and is prone to user bias. In this work, we (i) gathered a multi-center dataset of spinal cord gradient-echo EPI with ground-truth segmentations and shared it on OpenNeuro https://openneuro.org/datasets/ds005143/versions/1.3.0, and (ii) developed a deep learning-based model, EPISeg, for the automatic segmentation of the spinal cord on gradient-echo EPI data. We observe a significant improvement in terms of segmentation quality compared to other available spinal cord segmentation models. Our model is resilient to different acquisition protocols as well as commonly observed artifacts in fMRI data. The training code is available at https://github.com/sct-pipeline/fmri-segmentation/, and the model has been integrated into the Spinal Cord Toolbox as a command-line tool.

neuroscience↗

Conformation-gated binding drives negative cooperativity in ATP:cob(I)alamin Adenosyltransferase for optimized cobalamin handling

Vitamin B12 (cobalamin) is a high-value yet scarce cofactor required for various metabolic processes, making its efficient handling important for maintaining metabolic homeostasis. While the involvement of ATP:cob(I)alamin adenosyltransferases (MMAB) in the synthesis, delivery, and repair of 5-deoxyadenosylcobalamin (AdoCbl) is well established, the kinetic mechanisms that regulate this process, particularly its negative cooperativity, remain poorly understood. Understanding these mechanisms is key to clarifying how MMAB efficiently uses AdoCbl, prevents resource wastage, and supports bacterial survival in nutrient-limited environments. Using single-molecule relative fluorescence (SRF) spectroscopy, we found that conformation-gated binding is the driving force behind MMABs preference for AdoCbl over hydroxocobalamin and is the underlying mechanism for negative cooperativity. This mechanism significantly slows down the binding of the second equivalent of AdoCbl, favoring the singly bound state. Our findings indicate that MMAB predominantly binds a single AdoCbl, optimizing the AdoCbl loading to methylmalonyl-CoA mutase. Additionally, our SRF approach also serves as a tool to explore other cofactor interactions, such as those between riboswitches and cobalamin derivatives, to provide insights into regulatory mechanisms of cobalamin sensing and gene regulation, which are crucial for bacterial adaptation to changing nutrient conditions. Significance StatementMMAB is important for B12-dependent propionate metabolism in bacteria. Our findings reveal that conformation-driven binding mechanism underlines the negative cooperativity of MMAB, as it favors the binding of the first AdoCbl while limiting further binding. The larger kon for the first site, combined with similar unbinding rates for both sites, could provide a solution for optimizing cobalamin handling and minimize unnecessary waste. Our single-molecule fluorescence approach offers a powerful tool for investigating other dynamic cofactor interactions, providing new insights into regulatory mechanisms in bacterial metabolism.

biophysics↗

H2S remodels mitochondrial ultrastructure and destabilizes respiratory supercomplexes

Mitochondrial form and function are intimately interconnected, responding to cellular stresses and changes in energy demand. Hydrogen sulfide, a product of amino acid metabolism, has dual roles as an electron transport chain substrate and complex IV (CIV) inhibitor, leading to a reductive shift, which has pleiotropic metabolic consequences. Luminal sulfide concentration in colon is high due to microbial activity, and in this study, we demonstrate that chronic sulfide exposure of colonocyte-derived cells leads to lower Mic60 and Mic19 expression that is correlated with a profound loss of cristae and lower mitochondrial networking. Sulfide-induced depolarization of the inner mitochondrial membrane activates Oma1-dependent cleavage of Opa1 and is associated with a profound loss of CI and CIV activities associated with respirasomes. Our study reveals a potential role for sulfide as an endogenous modulator of mitochondrial dynamics and suggests that this regulation is corrupted in hereditary or acquired diseases associated with elevated sulfide. Significance StatementHydrogen sulfide is a product of host as well as gut microbial metabolism and has the dual capacity for activating respiration as a substrate, and inhibiting it at the level of complex IV. In this study, we report that chronic albeit low-level sulfide exposure elicits profound changes in mitochondrial architecture in cultured human cells. Disruption of mitochondrial networks is reversed upon removal of sulfide from the growth chamber atmosphere. Sulfide-dependent depolarization of the inner mitochondrial membrane is associated with loss of cristae and respiratory supercomplexes. Our study reveals the potential for sulfide to be an endogenous regulator of mitochondrial ultrastructure and function via modulation of electron flux and for this process to be corrupted in sulfide dysregulated diseases.

cell biology↗

Restoration of mitochondrial complex III function in hepatocytes highlights the liver as a key thermogenic organ independent of brown adipocyte activation

Liver is the key hub of systemic energy metabolism and growth regulation, yet its roles in mitochondrial disease pathophysiology remain relatively understudied. Bcs1lp.S78G knock-in mice, carrying a patient mutation causing respiratory complex III (CIII)-deficiency, present juvenile-onset liver and kidney disease, growth restriction, lipodystrophy, and early death. We restored CIII function in the hepatocytes of these mice using recombinant adeno-associated viral vectors (rAAVs) expressing wild-type Bcs1l. A single intraperitoneal injection of rAAVs into presymptomatic juvenile mice prevented liver disease, improved hypoglycemia and growth, normalized hepatic fuel utilization, and doubled the survival. The mutant mice showed hypothermia and brown adipose tissue (BAT) inflammation, and lacked BAT activation basally and upon acute cold challenge. Disrupted foot pad innervation suggested sensory neuropathy and impaired thermosensation as a contributor to the BAT inactivity. Surprisingly, the rAAV-treated mice maintained near-normal body temperature without significant effect on BAT. Increasing cellular respiration via transgenic alternative oxidase (AOX) was sufficient to prevent the hypothermia. The CIII-deficient mice did not reach euthermia until at an ambient temperature of 35{degrees}C, housing at which relieved metabolic stress and ameliorated hepatocyte senescence. We conclude that mitochondrial respiration in hepatocytes is essential for euthermia in mice. Our findings highlight the crucial role of the liver in thermoregulation, hypothermia as a consequence of mitochondrial dysfunction, and the therapeutic potential of rAAV-based gene delivery in a preclinical model of a multiorgan mitochondrial disease. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=150 HEIGHT=200 SRC="FIGDIR/small/612616v2_ufig1.gif" ALT="Figure 1"> View larger version (38K): org.highwire.dtl.DTLVardef@1cc59ecorg.highwire.dtl.DTLVardef@1239b01org.highwire.dtl.DTLVardef@95697eorg.highwire.dtl.DTLVardef@140fa94_HPS_FORMAT_FIGEXP M_FIG C_FIG

physiology↗

Eugenol loaded lipid nanoparticles derived hydrogels ameliorate psoriasis-like skin lesions by lowering oxidative stress and modulating inflammation

Psoriasis is a chronic T-cell-mediated autoimmune skin disorder characterized by excessive epidermal thickening, keratinocyte over-proliferation, disruption of epidermal cell differentiation, and increased blood vessel growth in the dermal layer. Despite the common use of corticosteroids in psoriasis treatment, their limited efficacy and numerous side effects pose significant challenges. This research introduces a promising alternative approach by presenting hydrogels loaded with Eugenol (EU) in combination with Carbopol 974P (EUNPGel) for potential psoriasis management. EUN-loaded lipid nanoparticles (EUNPs) exhibit superior drug loading, enhanced release kinetics, long-term stability, and the ability to scavenge reactive oxygen species (ROS). Furthermore, EUNPs have been shown to inhibit keratinocyte proliferation, induce apoptosis, and augment the uptake of IL-6-mediated inflammation in human keratinocyte cells. Application of EUNPs-loaded gels (EUNPGel) to imiquimod-induced psoriatic lesions has demonstrated effective dermal penetration, suppressing keratinocyte hyperplasia and restoring epidermal growth. This led to a remarkable reduction in the Psoriasis Area and Severity Index (PASI) score from 3. 75 to 0. 5 within five days. These findings highlight the potential of EUNPGel as an innovative nanomedicine for treating inflammation. This novel approach enhances ROS scavenging capacity, improves cellular uptake, facilitates skin penetration and retention, reduces the activity of hyperactive immune cells, and suggests potential applications for treating other immune-related disorders such as acne and atopic dermatitis. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=200 SRC="FIGDIR/small/599274v1_ufig1.gif" ALT="Figure 1"> View larger version (52K): org.highwire.dtl.DTLVardef@1f12fe6org.highwire.dtl.DTLVardef@17fa70forg.highwire.dtl.DTLVardef@1b0f28forg.highwire.dtl.DTLVardef@4ae07_HPS_FORMAT_FIGEXP M_FIG C_FIG HighlightsO_LIHydrogel loaded with eugenol is an innovative alternative for psoriasis management. C_LIO_LISuperior drug loading, release kinetics, stability, and ROS scavenging capacity. C_LIO_LICurb (human keratinocyte) HaCaT cells proliferation, induce apoptosis, lower IL-6 mediated inflammation. C_LIO_LIEffective dermal penetration and retention both in vivo and ex vivo. C_LI

immunology↗

Transcutaneous delivery of disease specific PI3K/Akt/mTOR inhibitor based hybrid nanoparticles in hydrogel system for the management of psoriasis: Insights from in vivo studies

We have reported robust and scalable lipid polymeric conjugated hybrid nanoparticles comprised of phospholipid shell and polymeric core that combine the benefit of both polymeric and lipid nanoparticles. Rapamycin, a PI3K/Akt/mTORC1 inhibitor, was encapsulated inside the lipid-polymeric conjugated spherical-shaped hybrid nanoparticles (RPMN), having an encapsulation efficiency of {approx} 83% and particle size {approx} 277.6 nm. Further, RPMN was converted into the carpool-based hydrogel system (RPMNGel), which enhanced release kinetics, long-term stability and skin residence time. Specifically, in an in-vivo imiquimod-induced psoriatic model, RPMNGel showed high accumulation and deeper penetration inside the epidermis, slowly diffusing away inside the psoriatic skin without causing any side effect to normal skin. This leads to longer and sustained retention over more than three days without being affected by sweat, humidity or wiping due to adherence between the stratum corneum and epidermis. Similarly, the cumulative PASI score was also reduced from 10.25 to 1.75 on day 7 in the group treated with RPMNGel. Overall, RPMNGel has a potential role in treating and managing psoriasis. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=140 SRC="FIGDIR/small/599287v2_ufig1.gif" ALT="Figure 1"> View larger version (33K): org.highwire.dtl.DTLVardef@1366d88org.highwire.dtl.DTLVardef@51255forg.highwire.dtl.DTLVardef@16ca71dorg.highwire.dtl.DTLVardef@4f93e9_HPS_FORMAT_FIGEXP M_FIG C_FIG

pharmacology and toxicology↗

Evaluating methods for B-cell clonal family assignment

The adaptive immune response relies on a diverse repertoire of B-cell receptors, each of which is characterized by a distinct sequence resulting from VDJ-recombination. Upon binding to an antigen, B-cells undergo clonal expansion and in a process unique to B-cells the overall binding affinity of the repertoire is further enhanced by somatic hypermutations in the receptor sequence. For B-cell repertoires it is therefore particularly important to analyze the dynamics of clonal expansion and patterns of somatic hypermutations and thus it is necessary to group the sequences into distinct clones to determine the number and identity of expanding clonal families responding to an antigen. Multiple methods are currently used to identify clones from sequences, employing distinct approaches to the problem. Until now there has not been an extensive comparison of how well these methods perform under the same conditions. Furthermore, since this is fundamentally a phylogenetics problem, we speculated that the mPTP method, which delimits species based on an analysis of changes in the underlying process of diversification, might perform as well as or better than existing methods. Here we conducted extensive simulations of B-cell repertoires under a diverse set of conditions and studied errors in clonal assignment and in downstream ancestral state reconstruction. We demonstrated that SCOPer-H consistently yielded superior results across parameters. However, this approach relies on a good reference assembly for the germline immunoglobulin genes which is lacking for many species. Using mPTP had lower error rates than tailor-made immunogenetic methods and should therefore be considered by researchers studying antibody evolution in non-model organisms without a reference genome.

immunology↗

Explainable Deep Learning Framework: Decoding Brain Task and Prediction of Individual Performance in False-Belief Task at Early Childhood Stage

Decoding of brain tasks aims to identify individuals brain states and brain fingerprints to predict behavior. Deep learning provides an important platform for analyzing brain signals at different developmental stages to understand brain dynamics. Due to their internal architecture and feature extraction techniques, existing machine learning and deep-learning approaches for fMRI-based brain decoding must improve classification performance and explainability. The existing approaches also focus on something other than the behavioral traits that can tell about individuals variability in behavioral traits. In the current study, we hypothesized that even at the early childhood stage (as early as 3 years), connectivity between brain regions could decode brain tasks and predict behavioural performance in false-belief tasks. To this end, we proposed an explainable deep learning framework to decode brain states (Theory of Mind and Pain states) and predict individual performance on ToM-related false-belief tasks in a developmental dataset. We proposed an explainable spatiotemporal connectivity-based Graph Convolutional Neural Network (Ex-stGCNN) model for decoding brain tasks. Here, we consider a dataset (age range: 3-12 yrs and adults, samples: 155) in which participants were watching a short, soundless animated movie, "Partly Cloudy," that activated Theory-of-Mind (ToM) and pain networks. After scanning, the participants underwent a ToMrelated false-belief task, leading to categorization into the pass, fail, and inconsistent groups based on performance. We trained our proposed model using Static Functional Connectivity (SFC) and Inter-Subject Functional Correlations (ISFC) matrices separately. We observed that the stimulus-driven feature set (ISFC) could capture ToM and Pain brain states more accurately with an average accuracy of 94%, whereas it achieved 85% accuracy using SFC matrices. We also validated our results using five-fold cross-validation and achieved an average accuracy of 92%. Besides this study, we applied the SHAP approach to identify neurobiological brain fingerprints that contributed the most to predictions. We hypothesized that ToM network brain connectivity could predict individual performance on false-belief tasks. We proposed an Explainable Convolutional Variational Auto-Encoder model using functional connectivity (FC) to predict individual performance on false-belief tasks and achieved 90% accuracy.

neuroscience↗

β-Hydroxybutyrate promotes basal insulin secretion while decreasing glucagon secretion in mouse and human islets.

Dietary carbohydrates raise blood glucose and limiting carbohydrate intake improves glycemia in patients with type 2 diabetes. Low carbohydrate intake (< 25 g) allows the body to utilize fat as its primary fuel. As a consequence of increased fatty acid oxidation, the liver produces ketones to serve as an alternative energy source. {beta}-Hydroxybutyrate ({beta}HB) is the most abundant ketone. While {beta}HB has a wide range of functions outside of the pancreas, its direct effects on islet cell function remain understudied. We examined human islet secretory response to acute racemic {beta}HB treatment and observed increased insulin secretion at low glucose concentrations (3 mM glucose). Because {beta}HB is a chiral molecule, existing as both R and S forms, we further studied insulin and glucagon secretion following acute treatment with individual {beta}HB enantiomers in human and C57BL6/J mouse islets. We found that acute treatment with R-{beta}HB increased insulin secretion and decreased glucagon secretion at physiological glucose concentrations in both human and mouse islets. Proteomic analysis of human islets treated with R-{beta}HB over 72 h showed altered abundance of proteins that may promote islet cell health and survival. Collectively, our data show that physiological concentrations of {beta}HB influence hormone secretion and signaling within pancreatic islets.

cell biology↗

BRD4-mediated epigenetic regulation of endoplasmic reticulum-mitochondria contact sites is governed by the mitochondrial complex III

Inter-organellar communication is critical for cellular metabolic homeostasis. One of the most abundant inter-organellar interactions are those at the endoplasmic reticulum and mitochondria contact sites (ERMCS). However, a detailed understanding of the mechanisms governing ERMCS regulation and their roles in cellular metabolism are limited by a lack of tools that permit temporal induction and reversal. Through unbiased screening approaches, we identified fedratinib, an FDA-approved drug, that dramatically increases ERMCS abundance by inhibiting the epigenetic modifier BRD4. Fedratinib rapidly and reversibly modulates mitochondrial and ER morphology and alters metabolic homeostasis. Moreover, ERMCS modulation depends on mitochondria electron transport chain complex III function. Comparison of fedratinib activity to other reported inducers of ERMCS revealed common mechanisms of induction and function, providing clarity and union to a growing body of experimental observations. In total, our results uncovered a novel epigenetic signaling pathway and an endogenous metabolic regulator that connects ERMCS and cellular metabolism.

cell biology↗

Molecular basis of ligand promiscuity, structural mimicry, and atypical dimerization in the chemokine receptors

Selectivity of natural agonists for their cognate receptors is one of the hallmarks of the members of GPCR family, and it is crucial for the specificity of downstream signal-transduction. However, this selectivity often breaks down in the chemokine receptor subfamily, wherein a high degree of promiscuity is observed with one receptor recognizing multiple chemokines and one chemokine binding to multiple receptors. The molecular determinants of such a striking promiscuity for natural ligands in the chemokine-chemokine receptor system remain mostly elusive and represent an important knowledge gap in our current understanding. Here, we carry out a comprehensive transducer-coupling analysis, testing all known C-X-C chemokines on every C-X-C type chemokine receptor, to generate a global fingerprint of the selectivity and promiscuity encoded within this system. Taking lead from our finding, we determined cryo-EM structures of the most promiscuous receptor, CXCR2, in complex with every interacting chemokine, and deciphered the conserved molecular signatures and distinct binding modalities. While most chemokines position themselves on the receptor as a dimer, CXCL6 exhibits a monomeric binding pose induced by a previously unanticipated reorientation of its carboxyl-terminal -helix, leading to disruption of the dimer interface. Surprisingly, one of the chemokines, CXCL5, induces a ligand-swapped dimer of CXCR2, the first of its kind observed in class A GPCRs, wherein each protomer of the ligand engages its own receptor without any discernible receptor-receptor interface. These unique observations provide a possible structural mechanism for inherent functional specialization encoded in chemokines despite their convergence to a common receptor. Furthermore, we also determined cryo-EM structures of CXCR3 in complex with G-protein-biased and {beta}-arrestin-biased small molecule agonists that elucidate distinct allosteric modulations in the receptor driving their divergent transducer-coupling bias. Guided by structural analysis and experimental validation, we discover that in contrast to previously held notion, small molecule agonists of CXCR3 display robust agonism at CXCR7, an intrinsically biased, {beta}-arrestin-coupled receptor, making them first-in-class dual agonists for chemokine receptors with exclusive {beta}arr-bias at CXCR7. Taken together, our study provides molecular insights into ligand promiscuity and signaling bias at the chemokine receptors, and also demonstrates a proof of principle that naturally encoded structural mimicry can be recapitulated using synthetic pharmacophores with potential implications for developing novel therapeutics.

biochemistry↗