Biology subjects

Ohno, S.

Publications and source records attributed to Ohno, S..

At least 19 recordsLinked to original sources

bioRxiv2026

Cell-type-resolved Metabolic Flux Inference Reveals Stromal Metabolic Reprogramming Across Human Cardiomyopathies

Metabolic remodeling is a hallmark of cardiomyopathy, yet which cell types bear the metabolic burden and how cell-type-specific contributions are disrupted remain unclear. Here, we developed a cell-type-resolved genome-scale metabolic flux inference pipeline optimized for post-mitotic cardiac tissue by maximizing ATP synthesis rather than biomass production and applied it to a single-nucleus transcriptomic atlas of human cardiomyopathies (78 donors, 869,449 nuclei). Metabolic impairment in dilated cardiomyopathy (DCM) was most profound in stromal cells, whereas myeloid cells exhibited opposing metabolic activation. DCM- associated impairment followed a genotype-dependent severity gradient from structural gene mutations to pathogenic variant-negative (PVneg) cases. PVneg hearts uniquely harbored 24 altered metabolic pathways not significant in any other genotype. These PVneg-specific signatures were independent of clinical severity, indicating a genotype-intrinsic metabolic program. Extending the analysis to arrhythmogenic cardiomyopathy and hypertrophic cardiomyopathy showed that ATP depletion is shared across cardiomyopathy subtypes, whereas metabolic remodeling differed across disease subtypes. Additionally, gene regulatory network analysis linked these alterations to broad transcription factor (TF) dysregulation and pervasive TF-metabolic coupling across all cell types. These findings redefine PVneg DCM as a metabolically distinct entity and reveal conserved stromal metabolic remodeling across cardiomyopathies, providing a framework for genotype-informed mechanistic stratification.

systems biology↗

bioRxiv2026

Programmed electrical stimulation in human iPSC-derived cardiomyocytes reveals mechanisms of lethal arrhythmias in Calcium Release Deficiency Syndrome

BackgroundCalcium release deficiency syndrome (CRDS) is a recently described inherited channelopathy caused by loss-of-function variants in RYR2. Clinically, CRDS patients present with lethal ventricular arrhythmias which are not reproduced on exercise stress testing, unlike catecholaminergic polymorphic ventricular tachycardia. A hallmark trigger identified for CRDS mimics a long-burst, long-pause, short-coupled extra-stimulus (LBLPS) programmed electrical stimulation protocol, which was experimentally validated in humans and mouse models. Moreover, application of a long-burst, long-pause (LBLP) protocol alone can induce an abnormal repolarization on the first sinus beat that is unique to CRDS. However, the electrophysiological basis of CRDS in human cardiac tissue, including other triggers, are not fully understood, and whether clinically relevant arrhythmias can be observed in human stem cell models remains unknown. MethodsWe performed electrophysiological and arrhythmia inducibility studies using clinically relevant programmed electrical stimulation protocols in two-dimensional cardiac tissue generated from metabolically matured human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) carrying the CRDS variant RyR2-E4146D. High spatiotemporal optical mapping and multielectrode arrays were used for electrophysiological phenotyping. ResultsAt baseline, E4146D+/- monolayers showed no arrhythmias, similar to controls. During rapid pacing, E4146D+/- promoted electrical vulnerability by reducing the threshold for action potential duration (APD) alternans and Ca2+ alternans and increasing the propensity for spatial discordance of alternans. In response to LBLP pacing, E4146D+/- monolayers often demonstrated an abnormal repolarization response characterized by spatially dispersed APD prolongation and large Ca2+ release. Notably, LBLPS pacing produced early-after depolarization (EAD)-driven triggered activity resulting in re-entrant tissue conduction patterns, explaining the short-coupled ectopy driven arrhythmias seen in CRDS patients. Similar arrhythmias were observed when EADs developed during spatially discordant alternans. Lastly, flecainide showed efficacy in suppressing arrhythmia inducibility for the here studied variant. ConclusionsWe developed the first hiPSC model for CRDS which recapitulates clinically observed and inducible arrhythmias. Our model provides novel insights into tissue-level, re-entrant arrhythmias, which are initiated by EADs during electrically vulnerable states in CRDS human cardiac tissue and can be suppressed by flecainide. This model provides the framework for studying other CRDS variants and complex arrhythmias in hiPSC-CMs and establishes a human-based new approach method (NAM) for drug and gene therapy development for CRDS. CLINICAL PERSPECTIVEO_ST_ABSWhat is new?C_ST_ABS{blacksquare} We developed the first human stem cell-derived cardiomyocyte (hiPSC-CM) tissue model for calcium release deficiency syndrome (CRDS) which recapitulates its hallmark clinical features, including inducible ventricular arrhythmias with programmed electrical stimulation and post-pacing repolarization abnormalities. {blacksquare}Using genome edited and metabolically matured hiPSC-CMs combined with high spatiotemporal optical mapping, we show that tissue-level arrhythmias are initiated by early-after depolarizations (EADs) which develop during electrically vulnerable states, leading to re-entrant conduction patterns. We comprehensively characterize the features of EAD-induced triggered activity, showing that these ectopic beats promote re-entry through slower conduction velocities and shorter action potential durations. This uncovers how EAD-induced short-coupled ectopy leads to malignant ventricular arrhythmias in CRDS patients, and establishes the phenotype for future hiPSC-CM investigations. {blacksquare}We identified flecainide as an effective agent in suppressing arrhythmias on single cell and tissue levels in hiPSC-CMs for this CRDS variant, reproducing clinical results. What are the clinical implications?{blacksquare} CRDS has only recently been described as a unique channelopathy caused by loss-of-function RYR2 variants, and much of its triggers and mechanisms in human cardiomyocytes remain unclear. The arrhythmias observed are often not related to exercise, and exercise stress testing does not reproduce these abnormalities. No human models exist to date which closely recapitulate the triggers shown to induce tissue-level arrhythmias in patients and mouse models. Our model demonstrates that programmed electrical stimulation, without pharmacological {beta}-adrenergic stimulation, can reliably induce the same arrhythmias seen clinically, enabling accurate disease modeling and drug development. {blacksquare}Combining programmed electrical stimulation in cardiac tissue derived from genome-edited hiPSC-CMs with high spatiotemporal optical mapping is a robust and novel approach to identify the mechanisms of complex, tissue-level arrhythmias which remain underexplored, such as short-coupled ventricular fibrillation, in a patient-specific and translational manner.

cell biology↗

bioRxiv2025

The Gibbs free energy landscape based on liver metabolome revealed thermodynamic robustness against fasting and obesity

Mammalian liver metabolism undergoes a substantial shift during fasting. Thermodynamic principles impose fundamental constraints on metabolism, and the Gibbs free energy change of reaction ({Delta}rG') indicates the reactions direction and distance from equilibrium. However, {Delta}rG' landscapes in intact mammalian organs remain largely uncharacterized. Here, we mapped {Delta}rG' profile of glucose metabolism in mouse liver during fasting, using experimentally measured absolute metabolite concentrations and a newly developed computational method, GLEAM. We found that despite large metabolite fluctuations during fasting, the corresponding {Delta}rG's remained robust, even for reactions reversing the direction between glycolysis and gluconeogenesis. A remarkable thermodynamic robustness is found in maintaining potential candidates of rate-limiting steps during fasting. This robustness is achieved by expending substantial costs for enzyme expressions, contributing to efficient switching from glycolysis to gluconeogenesis. Furthermore, obese mouse liver also showed thermodynamic robustness despite obesity-induced metabolic disruption. Our framework provided a novel thermodynamic perspective on intact organ metabolism, demonstrating that the liver robustly maintains thermodynamic characteristics favorable for metabolic control by buffering metabolite concentration differences.

systems biology↗

bioRxiv2025

MetDeeCINE: Deciphering Metabolic Regulation through Deep Learning and Multi-Omics

Metabolism, the biochemical reaction network within cells, is crucial for life, health, and disease. Recent advances in multi-omics technologies, enabling the simultaneous measurement of transcripts, proteins, and metabolites, provide unprecedented opportunities to comprehensively analyze metabolic regulation. However, effectively integrating these diverse data types to decipher the complex interplay between enzymes and metabolites remains a significant challenge due to the extensive data requirements of kinetic modeling approaches and the limited interpretability of machine learning approaches. Here, we present MetDeeCINE, a novel explainable deep learning framework that predicts the quantitative relationship between each enzyme and metabolite from proteomic and metabolomic data. We demonstrate that our newly developed Metabolism-informed Graph Neural Network (MiGNN), a core component of MetDeeCINE that is guided by the stoichiometric information of metabolic reactions, outperforms other machine learning models in predicting concentration control coefficients (CCCs) using data obtained from kinetic models of E. coli. Notably, MetDeeCINE, even without explicit information on allosteric regulation, can identify key distant enzymes that predominantly control the steady-state concentrations of specific metabolites. Application of MetDeeCINE to mouse liver multi-omics experimental data further demonstrated its ability to generate biologically meaningful predictions through identifying a rate-limiting enzyme of gluconeogenesis associated with obesity, consistent with existing knowledge. MetDeeCINE offers a scalable and interpretable approach for deciphering complex metabolic regulation from multi-omics data, with broad applications in disease research, drug discovery, and metabolic engineering.

systems biology↗

bioRxiv2025

Global loss of responsiveness in key regulator metabolites and elevated enzyme proteins as metabolic dysregulation in skeletal muscle and liver of obese mice during starvation

Starvation induces complex metabolic adaptations in skeletal muscle, a key tissue for maintaining energy homeostasis; however, these adaptations are largely impaired in obesity. How obesity alters global metabolic adaptations to starvation in skeletal muscle remains unclear. Here, we analyzed the metabolic adaptations on a trans-omics scale during starvation in skeletal muscle from wild-type (WT) and leptin-deficient obese (ob/ob) mice. We measured multi-omics data during starvation and constructed global trans-omics networks in WT and ob/ob mice. We found that starvation induces "responsiveness" in WT mice, characterized by increases or decreases in key regulator metabolites, including ATP and AMP, as well as enzyme proteins, leading to global regulation of metabolic pathways, which was lost in ob/ob mice. In contrast, during starvation, ob/ob mice exhibit "difference" in comparison to WT mice, manifested by the persistently elevated expression of metabolic enzymes. These features were similarly found in liver, another key metabolic organ. Thus, global loss of responsiveness and elevated enzyme proteins are systemic features of metabolic dysregulation in ob/ob mice.

systems biology↗

bioRxiv2025

The medial prefrontal cortex encodes procedural rules as sequential neuronal activity dynamics

The prefrontal cortex plays a crucial role in procedural rule learning; however, the specific neuronal mechanism through which it represents rules is unknown. We hypothesized that sequential neuronal activities in the prefrontal cortex encode these rules. To investigate this, we recorded neuronal activities in the medial prefrontal cortex of mice during rule learning using Ca2+ imaging. We utilized a method based on convolutional negative matrix factorization, iSeq, to automatically detect temporal neuronal sequences in the recorded data. As rule learning advanced, these neuronal sequences began to encode critical information for rule execution. In mice that had mastered the rule, the dynamics of neuronal sequences could predict success and failure of reward acquisition. Furthermore, the composition of cell populations within the neuronal sequences was rearranged throughout the learning process. These findings suggest that as animals learn a rule, the medial prefrontal cortex continually updates its neuronal sequences to assign significance to behavioral actions crucial for reward acquisition.

neuroscience↗

bioRxiv2025

Docking 14 million virtual isoquinuclidines against the mu and kappa opioid receptors reveals dual antagonists-inverse agonists with reduced withdrawal effects

Large library docking of tangible molecules has revealed potent ligands across many targets. While make-on-demand libraries now exceed 75 billion enumerated molecules, their synthetic routes are dominated by a few reaction types, reducing diversity and inevitably leaving many interesting bioactive-like chemotypes unexplored. Here, we investigate the large-scale enumeration and targeted docking of isoquinuclidines. These "natural-product-like" molecules are rare in the current libraries and are functionally congested, making them interesting as receptor probes. Using a modular, four-component reaction scheme, we built and docked a virtual library of over 14.6 million isoquinuclidines against both the {micro}- and{kappa} -opioid receptors (MOR and KOR, respectively). Synthesis and experimental testing of 18 prioritized compounds found nine ligands with low {micro}M affinities. Structure-based optimization revealed low- and sub- nM antagonists and inverse agonists targeting both receptors. Cryo-electron microscopy (cryoEM) structures illuminate the origins of activity on each target. In mouse behavioral studies, a potent member of the series with joint MOR-antagonist and KOR-inverse-agonist activity reversed morphine-induced analgesia, phenocopying the MOR-selective anti-overdose agent naloxone. Encouragingly, the new molecule induced less severe opioid-induced withdrawal symptoms compared to naloxone during withdrawal precipitation, and did not induce conditioned-place aversion, likely reflecting a reduction of dysphoria due to the compounds KOR-inverse agonism. The strengths and weaknesses of bespoke library docking, and of docking for opioid receptor polypharmacology, will be considered.

biophysics↗

bioRxiv2024

Structural robustness and temporal vulnerability of the starvation-responsive metabolic network in liver of healthy and obese mice

Adaptation to starvation is a multi-molecular and temporally ordered process, that could be impaired in obesity. To elucidate how the healthy liver regulates various molecules in a temporally ordered manner during starvation and how obesity disrupts this process, we measured time course multiomic data in the liver of wild-type (WT) and leptin-deficient obese (ob/ob) mice during starvation. Using the measured data, we constructed a starvation-responsive metabolic network, that is a transomic network including responsive molecules and their regulatory relationships during starvation, and analyzed the structure of the network. In WT mice, ATP and AMP, the energy indicators, regulated various metabolic reactions in the network as the hub molecules, both of which were not responsive in ob/ob mice. However, the structural properties of the network were maintained in ob/ob mice. In WT mice, the molecules in the network were temporally ordered through metabolic process coordinated by the hub molecules including ATP and AMP and were positively or negatively co-regulated. By contrast, both temporal order and co-regulation were disrupted in ob/ob mice. Taken together, the starvation-responsive metabolic network is structurally robust, but temporally vulnerable by the loss of responsiveness of the hub molecules in obesity. In addition, we proposed a potential therapeutic target to treat the negative effects of obesity on intermittent fasting to extend lifespan. One Sentence SummaryHub molecules activate or inhibit various molecules in a temporally ordered manner in healthy liver, and the regulatory network is structurally robust but temporally vulnerable to obesity.

systems biology↗

bioRxiv2023

Trans-omic analysis reveals opposite metabolic dysregulation between feeding and fasting in liver associated with obesity

Dysregulation of liver metabolism associated with obesity during feeding and fasting leads to the breakdown of metabolic homeostasis. However, the underlying mechanism remains unknown. Here, we measured multi-omics data in the liver of wild-type and leptin-deficient obese (ob/ob) mice at ad libitum feeding, and constructed a differential regulatory trans-omic network of metabolic reactions. We compared the trans-omic network at feeding with that at 16 h-fasting constructed in our previous study. Intermediate metabolites in glycolytic and nucleotide metabolism decreased in ob/ob mice at feeding but increased at fasting. Allosteric regulation reversely shifted between feeding and fasting, generally showing activation at feeding while inhibition at fasting in ob/ob mice. Transcriptional regulation was similar between feeding and fasting, generally showing inhibiting transcription factor regulations, activating enzyme protein regulations in ob/ob mice. The opposite metabolic dysregulation between feeding and fasting characterizes breakdown of metabolic homeostasis associated with obesity.

systems biology↗

bioRxiv2023

Bidirectional feedforward regulatory loop of Dicer-like 4 and flavonoids causes floral bicolor patterning in petunia and dahlia

Floral bicolor pigmentation is caused by naturally occurring RNA interference (RNAi) in some cultivars of petunia and dahlia. In both plants, the chalcone synthase gene is highly expressed only in the pigmented region of bicolor petals. However, it remains unknown why RNAi is induced only in the unpigmented region. To elucidate the mechanism of this clear bicolor pattern formation, we examined the dicing activity of Dicer-like 4 (DCL4), which produces small interfering RNAs essential for the induction of RNAi. We showed that the crude extract in the pigmented petal region inhibits dicing activity of DCL4, but not when flavonoids were depleted from the extract. Moreover, we showed the inhibitory activity was associated with flavonoid aglycons. The in vivo dicing activities were detected in the intact protoplasts prepared from the unpigmented region but not from the pigmented region. These results suggest that in the unpigmented region, flavonoids that inhibit DCL4 are not synthesized, and RNAi is maintained, whereas in the pigmented region, DCL4 is inhibited by flavonoids, RNAi is not induced, and anthocyanin biosynthesis is maintained, which ensures RNAi inhibition. Therefore, a clear bicolor pattern is generated by the bidirectional feedforward mechanism of antagonizing DCL4 and flavonoids.

plant biology↗

bioRxiv2023

BET inhibition rescues ciliogenesis and ameliorates pancreatitis-driven phenotypic changes in mice with Par3 loss.

The apical-basal polarity of pancreatic acinar cells is essential for maintaining tissue architecture. However, the mechanisms by which polarity proteins regulate acinar pancreas tissue homeostasis are poorly understood. Here, we evaluate the role of Par3 in acinar pancreas injury and homeostasis. While Par3 loss in the mouse pancreas disrupts tight junctions, Par3 loss is dispensable for pancreatogenesis. However, with aging, Par3 loss results in low-grade inflammation, acinar degeneration, and pancreatic lipomatosis. Par3 loss also exacerbates pancreatitis-induced acinar cell loss, resulting in pronounced pancreatic lipomatosis and failure to regenerate. Moreover, Par3 loss in mice harboring mutant Kras causes extensive pancreatic intraepithelial neoplastic (PanIN) lesions and large pancreatic cysts. We also show that Par3 loss restricts injury-induced primary ciliogenesis. Significantly, targeting BET proteins enhances primary ciliogenesis during pancreatitis-induced injury and, in mice with Par3 loss, limits pancreatitis-induced acinar loss and facilitates acinar cell regeneration. Combined, this study demonstrates how Par3 restrains pancreatitis- and Kras-induced changes in the pancreas and identifies a potential role for BET inhibitors to attenuate pancreas injury and facilitate pancreas tissue regeneration.

pathology↗

bioRxiv2023

Conserved cysteine residues in Kaposis sarcoma herpesvirus ORF34 are necessary for viral production and viral pre-initiation complex formation.

Kaposis sarcoma herpesvirus (KSHV) ORF34 plays a significant role as a component of the viral pre-initiation complex (vPIC), which is indispensable for late gene expression across beta and gamma herpesviruses. Although the key role of ORF34 within the vPIC and its function as a hub protein have been recognized, further clarification regarding its specific contribution to vPIC functionality and interactions with other components is required. This study employed a deep-learning algorithm-assisted structural model of ORF34, revealing highly conserved amino acid residues across human beta- and gamma-herpesviruses localized in structured domains. Thus, we engineered ORF34 alanine-scanning mutants by substituting conserved residues with alanine. These mutants were evaluated for their ability to interact with other vPIC factors and restore viral production in cells harboring the ORF34-deficient KSHV-BAC. Our experimental results highlight the crucial role of the 4 cysteine residues conserved in ORF34: a tetrahedral arrangement consisting of a pair of C-Xn-C consensus motifs. This suggests the potential incorporation of metal cations in interacting with ORF24 and ORF66 vPIC components, facilitating late gene transcription, and promoting overall virus production by capturing metal cations. In summary, our findings underline the essential role of conserved cysteines in KSHV ORF34 for effective vPIC assembly and viral replication, thereby enhancing our understanding of the complex interplay between the vPIC components. IMPORTANCEThe initiation of late gene transcription is universally conserved across the gamma- and beta-herpesvirus families. This process employs a viral pre-initiation complex (vPIC), which is analogous to a cellular PIC. Although KSHV ORF34 is a critical factor for viral replication and is a component of the vPIC, the specifics of vPIC formation and the essential domains crucial for its function remain unclear. Structural predictions suggest that the 4 conserved cysteines (C170, C175, C256, and C259) form a tetrahedron that coordinates the metal cation. We further investigated the role of these conserved amino acids in interactions with other vPIC components, late gene expression, and virus production, to demonstrate for the first time that these cysteines are pivotal for these functions. This discovery not only deepens our comprehensive understanding of ORF34 and vPIC dynamics but also lays the groundwork for more detailed studies on herpesvirus replication mechanisms in future research.

microbiology↗

bioRxiv2022

Dual Impacts of a Glycan Shield on the Envelope Glycoprotein B of HSV-1: Evasion from Human Antibodies In Vivo and Neurovirulence

Identification of the mechanisms of viral evasion from human antibodies is crucial both for understanding viral pathogenesis and for designing effective vaccines. However, the in vivo efficacy of the mechanisms of viral evasion from human antibodies has not been well documented. Here we show in cell cultures that an N-glycan shield on the HSV-1 envelope glycoprotein B (gB) mediated evasion from neutralization and antibody-dependent cellular cytotoxicity due to pooled {gamma}-globulins derived from human blood. We also demonstrated that the presence of human {gamma}-globulins in mice and HSV-1 immunity induced by viral infection in mice significantly reduced the replication of a mutant virus lacking the glycosylation site in a peripheral organ but had little effect on the replication of its repaired virus. These results suggest that the glycan shield on the HSV-1 envelope gB mediated evasion from human antibodies in vivo and from HSV-1 immunity induced by viral infection in vivo. Notably, we also found that the glycan shield on HSV-1 gB was significant for HSV-1 neurovirulence and replication in the central nervous system (CNS) of naive mice. Thus, we have identified a critical glycan shield on HSV-1 gB that has dual impacts, namely evasion from human antibodies in vivo and viral neurovirulence. IMPORTANCEHSV-1 establishes lifelong latent and recurrent infections in humans. To produce recurrent infections that contribute to transmission of the virus to new human host(s), the virus must be able to evade the antibodies persisting in latently infected individuals. Here we show that an N-glycan shield on the envelope glycoprotein B of HSV-1 mediates evasion from pooled {gamma}-globulins derived from human blood both in cell cultures and mice. Notably, the N-glycan shield was also significant for HSV-1 neurovirulence in naive mice. Considering the clinical features of HSV-1 infection, these results suggest that the glycan shield not only facilitates recurrent HSV-1 infections in latently infected humans by evading antibodies, but is also important for HSV-1 pathogenesis during the initial infection.

microbiology↗

bioRxiv2022

Identification of a novel chalcone reductase gene for isoliquiritigenin biosynthesis in dahlia (Dahlia variabilis)

Butein is one of flavonoids conferring bright yellow flower color and is a precursor of aurone in some species. Butein is synthesized by two steps, 3-malonyl CoA and 4-coumaloyl CoA are converted to isoliquiritigenin in the first step, and then isoliquiritigenin is converted to butein in the second step. In the first step, chalcone synthase (CHS) and chalcone reductase (CHR) catalyze this reaction, however, CHR has been reported for the isoflavone biosynthesis pathway in legumes, and CHR for butein biosynthesis has not yet been isolated. In this study, we report CHR that is evolutionally different gene from legume species is involved in isoliquiritigenin biosynthesis in dahlia. To isolate CHR gene, we conducted comparative RNA-seq analysis between Shukuhai and its butein-loss lateral mutant Rinka. We found DvCHR showed significant difference in expression levels that encodes an aldo-keto reductase (AKR) 13 family protein, which was phylogenetically different from legume CHRs belonging to AKR4A family. Gene expression levels and genotype of DvCHR were correlated with butein accumulation among various dahlia cultivars. Though single over expression of DvCHR was not able to accumulate isoliquiritigenin in tobacco, co-overexpression of DvCHR with a chalcone glucosyltransferase Am4'CGT and a MYB transcription factor CaMYBA successfully induced isoliquiritigenin accumulation. In addition, DvCHR homologous gene expression was detected from butein or aurone accumulating Coreopsideae species but not from non-butein or non-aurone accumulating Asteraceae species. These results indicated DvCHR functions as chalcone reductase for butein biosynthesis in dahlia, and isoliquiritigenin biosynthesis in Coreopsideae species has been developed independently from legume species.

plant biology↗

bioRxiv2022

In vivo transomic analyses of glucose-responsive metabolism in skeletal muscle reveal core differences between the healthy and obese states

Metabolic regulation in skeletal muscle is essential for blood glucose homeostasis. Obesity causes insulin resistance in skeletal muscle, leading to hyperglycemia and type 2 diabetes. In this study, we performed multiomic analysis of the skeletal muscle of wild-type (WT) and genetically obese (ob/ob) mice, and constructed regulatory transomic networks for metabolism after oral glucose administration. Our network revealed that metabolic regulation by glucose-responsive metabolites had a major effect on WT mice, especially carbohydrate metabolic pathways. By contrast, in ob/ob mice, much of the metabolic regulation by glucose-responsive metabolites was lost and metabolic regulation by glucose-responsive genes was largely increased, especially in carbohydrate and lipid metabolic pathways. We present some characteristic metabolic regulatory pathways found in central carbon, branched amino acids, and ketone body metabolism. Our transomic analysis will provide insights into how skeletal muscle responds to changes in blood glucose and how it fails to respond in obesity.

systems biology↗

bioRxiv2022

The hippocampus as a sorter and reverberatory integrator of sensory inputs

In entorhinal-hippocampal networks, the trisynaptic pathway, including the CA3 recurrent circuit, processes episodes of context and space1-3. Recurrent connectivity can generate reverberatory activity4-6, an intrinsic activity pattern of neurons that occurs after sensory inputs have ceased. However, the role of reverberatory activity in memory encoding remains incompletely understood. Here we demonstrate that in mice, synchrony between conditioned stimulus (CS) and unconditioned stimulus (US)-responsible cells occurs during the reverberatory phase, lasting for approximately 15 s, but not during CS and US inputs, in the CA1 and the reverberation is crucial for the linking of CS and US in the encoding of delay-type cued-fear memory. Retrieval-responsive cells developed primarily during the reverberatory phase. Mutant mice lacking N-methyl-D-aspartate receptors (NRs) in CA3 showed a cued-fear memory impairment and a decrease in synchronized reverberatory activities between CS- and US-responsive CA1 cells. Optogenetic CA3 silencing at the reverberatory phase during learning impaired cued-fear memory. Our findings suggest that reverberation recruits future retrieval-responsive cells via synchrony between CS- and US-responsive cells. The hippocampus uses reverberatory activity to link CS and US inputs, and avoid crosstalk during sensory inputs.

neuroscience↗

bioRxiv2021

Omics-based label-free metabolic flux inference reveals dysregulation of glucose metabolism in liver associated with obesity

Glucose homeostasis is maintained by modulation of metabolic flux. Enzymes and metabolites regulate the involved metabolic pathways. Dysregulation of glucose homeostasis is a pathological event in obesity. Analyzing metabolic pathways and the mechanisms contributing to obesity-associated dysregulation in vivo is challenging. Here, we introduce OMELET: Omics-Based Metabolic Flux Estimation without Labeling for Extended Trans-omic Analysis. OMELET uses metabolomic, proteomic, and transcriptomic data to identify changes in metabolic flux, and to quantify contributions of metabolites, enzymes, and transcripts to the changes in metabolic flux. By evaluating the livers of fasting ob/ob mice, we found that increased metabolic flux through gluconeogenesis resulted primarily from increased transcripts, whereas that through the pyruvate cycle resulted from both increased transcripts and changes in substrates of metabolic enzymes. With OMELET, we identified mechanisms underlying the obesity-associated dysregulation of metabolic flux in liver. HighlightsO_LIWe created OMELET to infer metabolic flux and its regulation from multi-omic data. C_LIO_LIGluconeogenic and pyruvate cycle fluxes increased in fasting ob/ob mice. C_LIO_LITranscripts increases mediated the increase in gluconeogenic fluxes in ob/ob mice. C_LIO_LIIncreases in transcripts and substrates enhanced pyruvate cycle flux in ob/ob mice. C_LI

systems biology↗

bioRxiv2021

Enhanced CICR activity reduces ER Ca2+ level in cells expressing CPVT-linked mutant RyR2

Type 2 ryanodine receptor (RyR2) is a cardiac Ca2+ release channel in the endoplasmic reticulum (ER). Mutations in RyR2 are linked to catecholaminergic polymorphic ventricular tachycardia (CPVT), which is considered to be associated with enhanced spontaneous Ca2+ release. This spontaneous Ca2+ release tends to occur when ER Ca2+ ([Ca2+]ER) reaches a certain threshold level, and CPVT mutations are reported to lower this threshold. There are two explanations for this lowered threshold: the mutations increase sensitivity to luminal Ca2+ or they enhance cytosolic [Ca2+] ([Ca2+]cyt)-induced Ca2+ release (CICR) activity. However, no quantitative analysis of this issue has been performed so far. Here, we quantitatively explored how the change in CICR activity of RyR2 affects the threshold [Ca2+]ER experimentally and by model-based simulation. Wild-type (WT) and CPVT-linked mutant RyR2s were expressed in HEK293 cells. [Ca2+]cyt and [Ca2+]ER measurements with Ca2+ indicators revealed that CPVT RyR2 cells showed higher oscillation frequency and lower threshold [Ca2+]ER in a mutation-specific manner compared with WT cells. The CICR activity of mutant RyR2s was assessed by Ca2+-dependent [3H]ryanodine binding and parameter analysis. CICR activity at resting [Ca2+]cyt, A7.0, was higher in CPVT mutants than in WT and a strong inverse correlation was found between threshold [Ca2+]ER and A7.0. Interestingly, lowering RyR2 expression increased threshold [Ca2+]ER, suggesting that the threshold [Ca2+]ER depends on net Ca2+ release rate via RyR2, a product of A7.0 for each mutant and the density of RyR2 molecules. A model-based simulation successfully reproduced the [Ca2+]cyt and [Ca2+]ER changes. Interestingly, the CICR activity associated with specific mutations correlated well with the age of onset of the disease in CPVT patients carrying the mutations. Our data suggest that the reduction in threshold [Ca2+]ER for spontaneous Ca2+ release by CPVT mutation is explained by enhanced CICR activity without considering a change in the [Ca2+]ER sensitivity of RyR2. SummaryCPVT-linked RyR2 mutations are prone to induce spontaneous Ca2+ release from ER, which is strongly associated with arrhythmias. Kurebayashi et al. quantitatively explore how the changes in CICR activity by RyR2 mutations affect spontaneous Ca2+ experimentally and by model simulation.

physiology↗