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Kim, M.

Publications and source records attributed to Kim, M..

At least 145 records · Page 8Linked to original sources

General Trends in the Calnexin-Dependent Expression and Pharmacological Rescue of Clinical CFTR Variants

Cystic Fibrosis (CF) is a genetic disease caused by mutations in the cystic fibrosis transmembrane conductance regulator gene (CFTR). Though most people with CF have one or two copies of the {Delta}F508 mutation, there are hundreds of other distinct CF mutations that vary in their mechanistic effects and response to therapeutics. Endogenous chaperones are known to have divergent effects on the druggability of CF variants. Nevertheless, it remains unclear how this proteostatic modulation is related to the underlying mechanistic effects of distinct classes of CF mutations. Here, we survey the effects of a previously discovered effector (calnexin, CANX) on the expression and pharmacological rescue of 232 CF variants using deep mutational scanning. We find that CANX is generally required for robust plasma membrane expression of the CFTR protein-particularly for CF variants that perturb its second nucleotide binding domain. CANX also appears to be critical for the pharmacological rescue of CF variants with poor basal expression. Though corrector selectivity is generally dictated by the properties of mutations, we find that CANX enhances the sensitivity of CF variants within a domain swapped region of membranes spanning domain 2 to the type III corrector VX-445. Overall, mutagenic trends suggest CANX modulates the later stages of CFTR assembly and disproportionately affects variants bearing mutations within the C-terminal domains. Interestingly, we find that the loss of CANX results in widespread perturbations of CF variant interactomes and that the proteostatic effects of CANX are generally decoupled from changes in CFTR activity. Together, our findings reveal how the proteostasis machinery may shape the variant-specific effects of corrector molecules.

biochemistry↗

The essential role of connective-tissue cells during axolotl limb regeneration

Axolotls (Ambystoma mexicanum) are known for their remarkable limb-regeneration abilities, which involve the formation of the blastema, a specialized structure consisting of progenitor cells contributed by all major tissues of the limb. Lateral plate mesoderm (LPM)-derived connective tissue (CT) cells dedifferentiate and play a critical role in blastema formation and subsequent limb regeneration. However, the complexity of the blastemas cellular composition and the extent of CT participation and necessity have not been rigorously explored. To address this gap, we conducted spatial transcriptomics using a select array of probes, revealing that CT cells constitute up to 75% of the blastema cells at their peak. Genetic ablation of CT cells significantly delays or truncates limb regeneration, underscoring their necessity during this process. Finally, we analyzed the molecular profile of CT cells throughout the stages of blastema formation and made it accessible through an interactive web platform. Our work reaffirms the central role of CT cells in axolotl limb regeneration and lays the foundation for identifying molecular mechanisms that govern blastema formation during the initial phases of limb regeneration.

developmental biology↗

TARP γ-8 is a target of ethanol that regulates self-administration and relapse in mice

BackgroundBehavioral pathologies that characterize alcohol use disorder (AUD) are driven by the powerful reinforcing, or rewarding, properties of the drug. We have shown that glutamate AMPA receptor (AMPAR) activity is both necessary and sufficient for alcohol (ethanol) reinforcement. Transmembrane AMPAR regulatory protein (TARP) {gamma}-8 is an essential auxiliary protein that regulates AMPAR expression and activity; however, the role of TARP {gamma}-8 in AUD or other forms of addiction remains largely unexplored. ObjectivesThis study investigated the mechanistic role of TARP {gamma}-8 in operant ethanol self-administration (model of primary reinforcement) and cue-induced reinstatement of ethanol-seeking behavior (model of conditioned reinforcement) using TARP {gamma}-8 heterozygous null (+/-) mice. To determine if TARP {gamma}-8 signaling is targeted by ethanol use, we evaluated protein expression of TARP {gamma}-8, GluA1, CaMKII, and PSD-95 following ethanol self-administration. ResultsA battery of tests evaluating food and water intake, taste reactivity, anxiety-like behavior, and object recognition memory showed no fundamental behavioral deficits in TARP {gamma}-8 (+/-) mice, and no differences in response to acute ethanol or home-cage drinking as compared to wild-types. However, TARP {gamma}-8 (+/-) mice exhibited significantly reduced acquisition and escalation of operant ethanol self-administration and reduced cue-induced reinstatement of ethanol-seeking behavior, with no differences in parallel sucrose-only controls. In wild-type mice, ethanol self-administration increased TARP {gamma}-8 expression in the amygdala, nucleus accumbens, and hippocampus, and increased GluA1 expression in the amygdala and prefrontal cortex, compared to sucrose controls. ConclusionThese findings highlight the specificity of TARP {gamma}-8 regulation of ethanol reinforcement mechanisms and identify this crucial AMPAR auxiliary protein as a target of ethanol in reward-related brain regions, highlighting its potential for development of novel pharmacotherapies for AUD.

neuroscience↗

Multi-omic Evaluations Nominate an ER-Mitochondrial Axis and Inflammatory Macrophage as Drivers of Right Atrial Dysfunction

BackgroundRight atrial (RA) dysfunction is an emerging risk factor for poor outcomes in pulmonary arterial hypertension, however the mechanisms underlying compromised RA function are understudied. ObjectivesMulti-omic analyses defined the cellular and molecular mediators associated with RA dysfunction in pulmonary artery banded (PAB) swine. Methods4-week-old castrated male Yorkshire pigs were subjected to PAB and aged six weeks to induce right heart failure. Cardiac MRI evaluated RA size and function. snRNAseq defined the cell-specific alterations in RA tissue. Mitochondrial proteomics and metabolomics analyses examined the metabolic alterations in RA samples. Inducible pluripotent stem cell-derived atrial cardiomyocytes (iPSC-ACM) were treated with tunicamycin to induce endoplasmic reticulum (ER) stress and mitochondrial structure and function were probed. ResultsPAB induced RA dilation/dysfunction and atrial cardiomyocyte hypertrophy. snRNAseq demonstrated PAB altered the cellular composition of the RA defined by increased inflammatory macrophages and an alteration of cardiomyocyte subpopulations. RA cardiomyocytes exhibited ER stress and mitochondrial metabolic enzyme dysregulation. PAB RAs, but not PAB right ventricles, had downregulation of branched chain amino acid degrading enzymes. Metabolomics profiling revealed BCAA and fatty acid metabolism were impaired in the dysfunctional RA. Tunicamycin-induced ER stress disrupted mitochondrial structure/function in iPSC-ACMs. ConclusionsMulti-omic evaluations demonstrate RA dysfunction is characterized by cardiomyocyte metabolic derangements due to ER dysregulation and an accumulation of pro-inflammatory macrophages.

physiology↗

Hi-C for genome-wide detection of enhancer-hijacking rearrangements in routine lymphoid cancer biopsies

Standard techniques for detecting genomic rearrangements in formalin-fixed paraffin-embedded (FFPE) biopsies have important limitations. We performed FFPE-compatible Hi-C on 44 clinical biopsies comprising large B-cell lymphomas (n=18), plasma cell neoplasms (n=14), and other diverse lymphoid cancers, identifying consistent topological differences between malignant B cell and plasma cell states. Hi-C detected expected oncogene rearrangements at high concordance with fluorescence in-situ hybridization (FISH) and supported enhancer-hijacking in recurrent rearrangements of BCL2, CCND1, and MYC, plus unanticipated variants involving homologous loci. Hi-C identified unanticipated non-coding rearrangements involving PD-1 ligand genes and other loci of potential therapeutic relevance, distinguished between functionally divergent classes of BCL6 rearrangements, and provided topological information supporting the interpretation of atypical MYC rearrangements. In biopsies lacking MYC-activating rearrangements, Hi-C revealed differential interactions with functionally-validated disease-specific native MYC locus enhancers. FFPE-compatible Hi-C detects oncogene rearrangements and their topological consequences at genome-wide scale, finding clinically-relevant drivers that are missed by standard approaches.

genomics↗

Locomotion-dependent use of geometric and body cues in humans mapping 3D space

The ability to represent locations across multiple dimensions of space is a core function of cognitive maps. While the influence of boundary-dependent environmental geometry on spatial representations has been extensively studied in 2D spaces, less is known about the role of boundaries for volumetric spatial memory. Research in humans and other animals has demonstrated distinct processing of the vertical and horizontal spatial dimensions, likely related to species-specific modes of locomotion. Here, we investigate whether different locomotion modes, flying and walking, affect the use of vertical boundaries, leading to possibly distinct volumetric representations. In a Virtual Reality experiment, human participants memorized objects within a symmetric 3D enclosure, and then were asked to replace them in either the familiar or geometrically deformed environments. We found that the flying group exhibited lower vertical than horizontal spatial memory precision, whereas the walking group showed the opposite pattern, an effect related to using their body axis as a vertical "ruler". Within deformed environments, object replacements in the flying group followed the predictions from a 3D-extended boundary-vector-cell-like computational model of spatial mapping that treated all boundaries equally, whereas those in the walking condition favored a modified model that prioritized the ground boundary. Our findings suggest that gravity-related movement constraints promote different utilization of geometric and body-related cues, resulting in flexible representations of volumetric space.

neuroscience↗

Metabolic heterogeneity coupled with a resistance gene generates antibiotic heteroresistance

Heteroresistance is a form of antibiotic resistance in which a phenotypically unstable subpopulation of resistant cells exists within a majority population of susceptible cells. The impact of the extracellular environment on mechanisms of heteroresistance is unclear. Studying fosfomycin heteroresistance in an Enterobacter cloacae complex isolate, we observed that glucose availability greatly increased the frequency of the resistant subpopulation. Glucose downregulated the glycerol and fosfomycin importer GlpT, whose expression was heterogenous at the single cell level. This heterogeneous expression of GlpT, in combination with the expression of the fosfomycin resistance gene fosA, which acted as a resistance enhancer, led to the generation of heteroresistance. Correspondingly, the frequency of the fosfomycin resistant subpopulation was increased in murine models of hyperglycemia/diabetes. These data demonstrate how metabolic heterogeneity and carbon source availability can impact antibiotic resistance phenotypes in the infection environment.

microbiology↗

Identification of Genes Required for Spatial Control and Mechanical Resilience of Cytokinesis during Caenorhabditis elegans Embryogenesis

Cytokinesis is the final step of cell division, in which the dividing cell is physically separated into two daughter cells by the contractile ring. The contractile ring is a highly resilient molecular machine that can function properly under mechanical stress. Additionally, its function, position, and orientation are spatially modulated in developing animals to regulate morphogenesis. Although essential regulators of cytokinesis have been identified through previous genetic screens, the molecular mechanisms underlying these spatial controls and the mechanical resilience of cytokinesis remain elusive. To identify cytokinesis regulators involved in these processes, we performed a high-throughput RNAi screen using a gain-of-function mutant of actin that exhibits ectopic cortical contraction and abnormal spatial control of cytokinesis in Caenorhabditis elegans embryos. We obtained a list of early embryonic genes that suppress embryonic lethality in an act-2 mutant background. Two parallel secondary screens of candidate genes were conducted. The first secondary screen in a wild-type background identified 69 candidate genes regulating spatial cytokinesis control--asymmetric ring closure, positioning, and rotation--during early embryogenesis. The second secondary screen in the act-2(or295) background identified four genes required for cytokinesis in this background, including microtubule regulators, evl-20/ARL2, and lpin-1/Lipin1. This study will serve as a useful resource for the development of future hypotheses and provide insights into the precise regulation of cytokinesis in tissues.

cell biology↗

Scaling up spatial transcriptomics for large-sized tissues: uncovering cellular-level tissue architecture beyond conventional platforms with iSCALE

Recent advances in spatial transcriptomics (ST) technologies have transformed our ability to profile gene expression while retaining the crucial spatial context within tissues. However, existing ST platforms suffer from high costs, long turnaround times, low resolution, limited gene coverage, and small tissue capture areas, which hinder their broad applications. Here we present iSCALE, a method that predicts super-resolution gene expression and automatically annotates cellular-level tissue architecture for large-sized tissues that exceed the capture areas of standard ST platforms. The accuracy of iSCALE were validated by comprehensive evaluations, involving benchmarking experiments, immunohistochemistry staining, and manual annotation by pathologists. When applied to multiple sclerosis human brain samples, iSCALE uncovered lesion associated cellular characteristics that were undetectable by conventional ST experiments. Our results demonstrate iSCALEs utility in analyzing large-sized tissues with automatic and unbiased tissue annotation, inferring cell type composition, and pinpointing regions of interest for features not discernible through human visual assessment.

genomics↗

Photoaffinity ligand of Cystic Fibrosis corrector VX-445 identifies SCCPDH as an off-target

Cystic fibrosis (CF) pharmacological correctors improve Cystic Fibrosis transmembrane conductance regulator (CFTR) protein trafficking and function. Several side-effects from these correctors and adverse drug interactions have been reported, emphasizing the need to understand off-targets. We synthesized VU439, a functionalized photoaffinity ligand (PAL) of VX-445. Chemoproteomics analysis by mass spectrometry (MS) was used to identify crosslinked proteins in CF bronchial epithelial cells expressing F508del CFTR. We identified saccharopine dehydrogenase-like oxidoreductase (SCCPDH), an uncharacterized putative oxidoreductase, as a VX-445 specific off-target. We then characterized changes in the metabolomic profiles of cells overexpressing SCCPDH to determine the consequence of VX-445 binding to SCCPDH. These data show dysregulation of amino acid metabolism and a potential inhibitory activity of VX-445 on SCCPDH. The identified off-target may explain exacerbation of psychological symptoms observed in the clinic, thus emphasizing the need for further optimization of correctors.

biochemistry↗

ETP-Specific Knockout Mice Reveal Endotrophin as a Key Regulator of Kidney Fibrosis in Ischemia-Reperfusion Injury Models

Endotrophin (ETP), a cleavage product of the C5 domain of collagen VI 3 (COL6A3), plays a crucial role in extracellular matrix remodeling. Previously established Col6a3 knockout (KO) mouse models primarily reflect the consequences of COL6A3 loss rather than the specific effects of ETP depletion, making it challenging to directly assess ETPs function. These models either disrupt COL6A3 along with ETP production or express functionally defective COL6A3 while maintaining ETP production. To address this limitation, we developed and validated a novel ETP knockout (ETPKO) mouse model that selectively ablates ETP while preserving Col6a3 expression. To generate the ETPKO model, we introduced lox2272 sites and a fluorescent mCherry-CAAX reporter into the Col6a3 locus, ensuring that ETP expression is turned off and reporter expression is turned on upon Cre-mediated recombination. Crossing the Col6a3-Etp+mCherry-CAAX mouse line with CMV-Cre mice yielded ETPKO mice, in which successful ETP deletion was confirmed by genomic DNA sequencing and mCherry expression. Using this model, we investigated ETPs role in kidney fibrosis. ETPKO mice subjected to unilateral or bilateral renal ischemia-reperfusion injury (IRI) exhibited complete Etp mRNA ablation with only a partial reduction in Col6a3 mRNA. Notably, ETP depletion significantly attenuated fibrosis progression, demonstrating its critical role in the pathogenesis of kidney fibrosis. The ETPKO mouse model provides a targeted and specific approach for studying ETP function independently of Col6a3 expression. These findings establish ETP as a key driver of fibrosis and position ETPKO mice as a valuable tool for elucidating ETP-mediated mechanisms in preclinical disease models.

genetics↗

Seq-Scope-eXpanded: Spatial Omics Beyond Optical Resolution

Sequencing-based spatial transcriptomics (sST) enables transcriptome-wide gene expression mapping but falls short of reaching the optical resolution (200-300 nm) of imaging-based methods. Here, we present Seq-Scope-X (Seq-Scope-eXpanded), which empowers submicrometer-resolution Seq-Scope with tissue expansion to surpass this limitation. By physically enlarging tissues, Seq-Scope-X minimizes transcript diffusion effects and increases spatial feature density by an additional order of magnitude. In liver tissue, this approach resolves nuclear and cytoplasmic compartments in nearly every single cell, uncovering widespread differences between nuclear and cytoplasmic transcriptome patterns. Independently confirmed by imaging-based methods, these results suggest that individual hepatocytes can dynamically switch their metabolic roles. Seq-Scope-X is also applicable to non-hepatic tissues such as brain and colon, and can be modified to perform spatial proteomic analysis, simultaneously profiling hundreds of barcode-tagged antibody stains at microscopic resolutions in mouse spleens and human tonsils. These findings establish Seq-Scope-X as a transformative tool for ultra-high-resolution whole-transcriptome and proteome profiling, offering unparalleled spatial precision and advancing our understanding of cellular architecture, function, and disease mechanisms.

genomics↗

Down syndrome with Alzheimers disease brains have increased iron and associated lipid peroxidation consistent with ferroptosis

INTRODUCTIONCerebral microbleeds (MB) are associated with sporadic Alzheimers Disease (AD) and Down Syndrome with AD (DSAD). Higher MB iron may cause iron mediated lipid peroxidation. We hypothesize that amyloid deposition is linked to MB iron and that amyloid precursor protein (APP) triplication increases iron load and lipid peroxidation. METHODSPrefrontal cortex and cerebellum of cognitively normal (CTL), AD and DSAD ApoE3,3 carriers were examined for proteins that mediated iron metabolism, antioxidant response, and amyloid processing in lipid rafts. RESULTSIron was 2-fold higher in DSAD than CTL and AD. Iron storage proteins and lipid peroxidation were increased in prefrontal cortex, but not in the cerebellum. The glutathione synthesis protein GCLM was decreased by 50% in both AD and DSAD. Activity of lipid raft GPx4, responsible for membrane repair, was decreased by at least 30% in AD and DSAD. DISCUSSIONDSAD shows greater lipid peroxidation than AD consistent with greater MBs and iron load. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=189 HEIGHT=200 SRC="FIGDIR/small/636731v1_ufig1.gif" ALT="Figure 1"> View larger version (53K): org.highwire.dtl.DTLVardef@fd0d2aorg.highwire.dtl.DTLVardef@16b65d5org.highwire.dtl.DTLVardef@1eab2ddorg.highwire.dtl.DTLVardef@184e6d2_HPS_FORMAT_FIGEXP M_FIG C_FIG Cerebral microbleeds result in increased brain iron and lipid peroxidation in DSAD consistent with ferroptosis as reported for Alzheimers disease. A{beta}; beta-amyloid peptides, APP; amyloid precursor protein, GCLC; glutathione cysteine ligase catalytic subunit, GCLM; glutathione cysteine modifier subunit, GPx4; glutathione peroxidase 4, HNE; 4-hydroxynonenal. RESEARCH IN CONTEXTO_LISystematic Review: DS is associated with increased microbleeds and brain iron that may be mediated by increased APP from Trisomy 21. To assess potential links between amyloid and iron levels, we examined sporadic and DS with AD brains for amyloid processing and antioxidant enzyme defense in lipid rafts. We further compared DSAD with rare variants of DS: partial and mosaic T21. C_LIO_LIInterpretation: DSAD brains showed greater oxidation of lipid rafts where APP is processed than sporadic AD. Corresponding decreases in lipid raft antioxidant enzymes, despite increased total levels of these antioxidant enzymes, present a new mechanism for aberrant amyloid processing during AD. C_LIO_LIFuture Directions: Iron chelation therapies in combination with amyloid monoclonals may benefit DSAD. C_LI

neuroscience↗

17β-Estradiol Counteracts Pathological Microtubule Remodeling To Enhance Cardiac Function

The female-predominate sex hormone 17{beta}-estradiol exerts cardioprotective effects via multiple mechanisms. Available data demonstrate 17{beta}-estradiol modulates microtubule dynamics in vitro, but its effects on pathogenic microtubule remodeling in pressure-overloaded cardiomyocytes are unexplored. Here, we show 17{beta}-estradiol directly blunts microtubule polymerization in vitro, counteracts endothelin-mediated microtubule remodeling in iPSC-cardiomyocytes, and mitigates microtubule stabilization in pulmonary artery banded right ventricular cardiomyocytes. 17{beta}-estradiol treatment blunts cardiomyocyte and nuclear hypertrophy, restores t-tubule architecture, and prevents mislocalization of connexin-43 in RV cardiomyocytes of pulmonary artery banded rats. These cellular phenotypes are paired with significant improvements in RV function. Thus, we propose 17{beta}-estradiol exerts cardioprotective effects via direct modulation of microtubules in addition to its well ascribed signaling functions.

physiology↗

Improving SBRT by re-wiring immunosuppressive neutrophils in murine pancreatic ductal adenocarcinoma

Radiation is used to treat pancreatic ductal adenocarcinoma (PDAC) in the locally-advanced setting. Stereotactic body radiation therapy (SBRT), in particular, has shown improved outcomes against conventional RT in a number of clinical trials. One key cell type involved in the response to RT are neutrophils. These innate immune cells are the first responders to tissue damage and infiltrate irradiated tumors in high numbers to rectify injury. Neutrophils typically possess an immunosuppressive, wound healing phenotype in this scenario, which allows the tumor to recover and actively suppress immunological efforts to eradicate the disease. Here, we aimed to elucidate the role of neutrophils in a murine model of PDAC treated with SBRT. Mice harboring PDAC tumors were treated with targeted SBRT and neutrophils were determined to be significantly increased in the tissue when compared to unirradiated controls. Additionally, phenotypic analysis determined that these cells were largely immunosuppressive and depletion studies confirmed they played a key role in acquired radioresistance in our model. In order to establish whether these infiltrating cells could be re-wired to contribute to anti-tumor immunity, we utilized a novel combination therapy consisting of SBRT and microspheres containing recombinant IL-12 to attempt to repolarize these cells. Transcriptomic analysis confirmed intratumoral neutrophils underwent considerable changes indicative of an immunostimulatory, anti-tumor phenotype following treatment. Moreover, depleting these cells resulted in a loss of treatment efficacy, suggesting that neutrophil re-wiring was vital for the therapeutic outcome. This study highlights neutrophils as key players in SBRT and IL-12 treatment and confirms they can act as a double-edged sword depending on the treatment employed.

immunology↗

C1q and immunoglobulins mediate activity-dependent synapse loss in the adult brain

C1q, the initiating protein of the classical complement cascade, mediates synapse loss in development and disease. In various mouse models of neurologic diseases, including Alzheimer's disease, C1q, which is secreted by microglia, the brain's resident macrophages, is found deposited on synapses in vulnerable brain regions. However, what underlies C1q deposition on synapses in the adult brain is unclear. Using in vivo chemogenetics, we demonstrate that neuronal hyperactivity acts as a trigger for region-specific deposition of C1q, which is required for activity-dependent synapse loss. Further, using spatial transcriptomics, live cell tracking, super-resolution microscopy and other molecular and cellular tools, we report a role for B lymphocyte lineage cells and immunoglobulins in the activity-dependent C1q deposition and synapse loss. Overall, our work suggests a link between neuronal hyperactivity and C1q-mediated synapse loss in the adult brain and introduces immunoglobulins as players in this process.

neuroscience↗

Cassini: Streamlined and Scalable Method for in situ profiling of RNA and Protein

In the expanding field of spatial genomics, numerous methods have emerged to decode biomolecules in intact tissue. Advanced techniques based on combinatorial decoding can resolve thousands of features in a reasonable time but are often constrained by either the prohibitive costs associated with commercial platforms or the complexity of developing custom instruments. Alternatively, sequential detection methods, like single-molecule FISH, are easier to implement but offer limited multiplexing capability or signal amplification. Here, we introduce Cassini, a new approach for straightforward, cost-effective multiplexed measurements of mRNA and protein features simultaneously. Cassini leverages rolling circle amplification (RCA), known for its robust amplification and remarkable stability even after intense stripping, to serially detect each feature in under 20 minutes of total experimental time. The method also enables simultaneous immunostaining with either fluorophore-conjugated or DNA-barcoded antibodies, through an optimized immunostaining buffer. In a single overnight run, we show that Cassini can quantify 32 features (comprising both RNA and proteins) with sensitivity similar to state-of-the-art FISH techniques. We provide a comprehensive protocol alongside an online probe-design platform (cassini.me), aiming to enhance accessibility and user-friendliness. With our open-source solution, we aspire to empower researchers to uncover the nuances of spatial gene expression dynamics across diverse biological landscapes.

bioengineering↗

Multi-omics analysis and genome-scale metabolic reconstruction of cattle Bos taurus for optimal production of cultured meat

With the growing urgency of addressing climate change, cultured meat has gained significant attention as a sustainable alternative to conventional meat production. Bos taurus, a key cattle species, is considered as a potential source of cultured meat. However, much remains to be understood about the biology of B. taurus muscle cells. In this study, bovine satellite cells (BSCs) derived from the semimembranosus muscle of Korean Hanwoo cattle were subjected to multi-omics profiling and genome-scale metabolic reconstruction. First, differential gene expression and gene set enrichment analyses, based on RNA-seq data, identified key pathways associated with muscle cell proliferation (e.g., Cell cycle and RNA polymerase) and differentiation (e.g., Cytoskeleton in muscle cells and Tryptophan metabolism). Next, using the human1 GEM as a template, we constructed the first B. taurus-specific genome-scale metabolic model (GEM), named BtaSBML2986, which comprises 2,986 genes, 13,278 reactions, and 8,652 metabolites. Muscle cells were cultured under six distinct conditions, and biomass predictions generated using BtaSBML2986 were validated against experimental growth rates. This integrated approach also provided insights into core pathways such as glycolysis and the TCA cycle. BtaSBML2986 represents a significant step forward in understanding B. taurus muscle metabolism and will serve as a valuable tool for advancing cultured meat research and optimizing culture processes.

systems biology↗