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Zhang, Q.

Publications and source records attributed to Zhang, Q..

At least 55 records · Page 3Linked to original sources

The cellular and genetic basis of inflorescence divergence between maize and teosinte

The domestication of maize from teosinte involved dramatic remodeling of the ear, yet the cellular and genetic bases of this transformation remain unclear. Here, we generate a single-nucleus and spatial transcriptome atlas of developing maize and teosinte ears. Comparative analysis reveals divergence in cob-associated cell types, with enhanced cytokinin signaling and reduced growth-inhibitory signals collectively driving cob thickening and enlargement in maize. We further demonstrate that domestication expanded the spatial expression domain of key transcription factors in maize meristem cells, enhancing the potential for increasing kernel number. Additionally, we verified a major domestication gene, ZmSPD1, in which two nonsynonymous SNPs differentiate maize from teosinte and alter jasmonic acid (JA) levels in the ear, thereby suppressing spikelet abortion to effectively double kernel production. These findings provide a cell-resolved mechanistic framework for how cob architecture and kernel number were shaped during maize domestication, offering new insights into the formation of key agronomic traits.

plant biology↗

Microtubule Lattice Spacing Governs MAP-Motor Regulation

Microtubules (MTs) serve as intracellular tracks that enable molecular motors to transport cargos to specific cellular destinations. It has been proposed that the signals directing motor-driven transport are encoded on MTs through different isotypes, lattice conformations, and post- translational modifications (PTMs) of tubulin, or MT-associated proteins (MAPs) that decorate the MT surface. However, molecular predictions of these models have not been rigorously tested in vitro. Using isotypically pure recombinant tubulin and biochemical reconstitution, we examined how tubulin PTMs and MT lattice spacing influence MAP binding and kinesin-1 motility. We found that kinesin-1 is largely insensitive to tubulin PTMs but is strongly regulated by MT lattice spacing. Likewise, the MAPs tau, MAP7, MAP4, DCX, and MAP9 exhibit little sensitivity to tubulin PTMs, whereas the MT-binding affinities of tau, DCX, and MAP7 depend on lattice spacing. In the presence of activating (MAP7) and inhibitory (tau) MAPs, lattice spacing determines MAP occupancy and thereby controls kinesin-1 motility. These findings support a two-layer transport code in which MT lattice spacing directs MAP binding, and MAPs determine which motors can move along individual MT tracks.

biochemistry↗

Engineering antigen-driven co-stimulation and T helper cell activity into TCR-T cells with CD8-41BB fusion receptors enhances anti-tumor activity

1Adoptive cell therapy using tumor antigen-targeting T cell receptors (TCRs) offers a compelling approach to treat both hematological cancers and solid tumors due to broad antigen accessibility and the ability to target cancer-specific neoantigens. However, unlike clinically validated second generation CAR-T cells bearing built-in co-stimulatory signaling modules (i.e. 41BB or CD28), TCR-T cells receive little to no co-stimulation within most tumor microenvironments leading to attenuated cellular responses. Additionally, CD4+ TCR-T cells engineered to express HLA-Class I restricted TCRs possess minimal T-helper cell activity and thus do not effectively mobilize CD8+ TCR-T cells or host anti-tumor immune responses. To address these limitations, we used CRISPR-Cas9 to engineer TCR-T cells with targeted integration of chimeric CD8 constructs containing intracellular co-stimulatory domains. We found that expression of wild-type CD8{beta}, but not CD8, could promote CD4+ T cell activities in HLA-Class I restricted TCR-T cells. However, this was insufficient to drive durable anti-tumor responses in challenging tumor mouse models when using a high-affinity WT1-directed TCR. To address this, several CD8 co-stimulatory fusion constructs containing CD28 or 41BB intracellular domains were designed and screened, identifying two CD8-41BB based chimeras that substantially increased TCR-T cell activity relative to wild-type CD8{beta}. WT1-TCR-T cells co-expressing the CD8-41BB fusions demonstrated not only enhanced CD4+ activity including strong and polarized Th1-type cytokine secretion, but also enhanced the proliferation, cytokine release, and cytotoxicity of CD8+ CTLs. Remarkably, when combined with TGFBR2 gene disruption, WT1-TCR-T cells co-expressing CD8-41BB receptors were able to completely regress established cell line-derived ovarian tumors, showed robust in vivo expansion and persistence, and provided long-term protection from tumor rechallenge. Importantly, the specificity profile of the WT1-TCR including its HLA-A*02:01 restriction and WT1 peptide recognition motif was preserved upon expression of CD8-41BB. To simplify cell engineering processes for clinical applications, we configured a homology directed repair (HDR) cassette to allow for efficient CRISPR-Cas9-based insertion of both the TCR and CD8-41BB transgenes in the TRAC locus in a single step with >80% efficiency. Lastly, the enhanced activity conferred by CD8-41BB expression was validated with a second clinically relevant TCR targeting PRAME, suggesting this platform can be a universal approach for enhancing the therapeutic potential of TCR-based cell therapies.

synthetic biology↗

LIFU-Responsive Nanocomplexes Deliver PDGF-BB mRNA for Plaques Stabilization via Neovascularization Modulation

BackgroundPathological intraplaque neovascularization, vascular leakage, and fibrous cap thinning contribute to vulnerable atherosclerotic plaque rupture. Platelet- derived growth factor-BB (PDGF-BB) has been shown to promote pericyte recruitment, thereby stabilizing the microvascular structure, and to induce phenotypic modulation of vascular smooth muscle cells (VSMCs), which enhances fibrous cap thickness and reinforces plaque stability. Nevertheless, systemic protein delivery is limited by rapid clearance and potential off-target effects. MethodsWe developed PDGF-BB mRNA-loaded lipid nanoparticle-poly(lactic-co- glycolic acid) nanobubble complexes (LNPmRNA@PLGA) and used low-intensity focused ultrasound (LIFU) to enhance plaque-targeted delivery. Cellular uptake, PDGF- BB expression, vascular mural-cell responses, plaque histology, hemodynamics, and proteomic changes were evaluated in vitro and in ApoE-/-Fbn1C1041G+/- mice. ResultsLIFU enhanced nanocomplex uptake and PDGF-BB expression, promoted vascular smooth muscle cell proliferation, migration, and phenotypic switching, and increased pericyte coverage. In vivo, LIFU plus LNPmRNA@PLGA reduced the plaque vulnerability index by 78.2% and the neovascularization area by 67.3% compared with controls, while increasing collagen deposition and improving carotid hemodynamics. ConclusionsLIFU-responsive delivery of PDGF-BB mRNA stabilized vulnerable plaques by promoting neovessel maturation and strengthening the fibrous cap. This strategy provides a spatially controlled framework for therapeutic remodeling of high-risk atherosclerotic plaques. Research Perspective What New Question Does This Study Raise?O_LICan spatially controlled PDGF-BB mRNA delivery simultaneously mature intraplaque neovessels and reinforce the fibrous cap without the systemic effects associated with recombinant PDGF-BB? C_LI What Question Should Be Addressed Next?O_LIFuture studies should define the therapeutic window, durability, and long-term safety of LIFU-triggered PDGF-BB mRNA delivery in large-animal models that more closely reproduce human plaque rupture. C_LI

pharmacology and toxicology↗

Lipid Imbalance Generates Golgi Whorls that Sequester Small GTPases

Small GTPases are generally viewed as organizers of organelle identity, with different families recruited to specific membranes by compartment-selective targeting mechanisms. Here, we identify a membrane state that reverses this relationship. Excessive peptide S-palmitoylation at Golgi generates multilamellar, filipin-poor whorls that recruit ARF, Rab, and Rho family GTPases normally associated with distinct cellular compartments. The whorls simultaneously excluded Golgi transmembrane residents, coat proteins, ER proteins, a GPI-anchored protein, and other palmitoylated proteins, demonstrating that they were selective membrane compartments rather than nonspecific protein aggregates. Preventing myristoylation of ARF6 or geranylgeranylation of Rab11a strongly reduced recruitment, whereas prenylation alone was insufficient, indicating recognition of a composite membrane-targeting code. Lowering cellular cholesterol promoted whorl formation, whereas cholesterol supplementation suppressed it. Chemically distinct lipid perturbations generated GTPase-positive Golgi whorls, suggesting convergence on a shared membrane-remodeling state. As whorls accumulated, endocytic recycling and anterograde trafficking declined, survival signaling decreased, and viability became poorly reversible. These findings show that lipid imbalance can redirect small GTPases across normal organelle boundaries, converting Golgi-derived membranes into selective sinks for trafficking regulators.

cell biology↗

Exercise Myokine Irisin Enables Behavioral Stress Resistance in Mice

Physical activity produces widespread benefits to physical and mental health, including protection against stress-related behavioral outcomes. However, the peripheral signals through which physical activity is translated into stress resistance remain incompletely understood. Irisin, an exercise-induced myokine cleaved from the transmembrane protein FNDC5 and released into circulation, has been implicated in improved cognition and neuroprotection, but its role in resistance to behavioral consequences of future adversity has not been examined. Here, we tested whether forced peripheral elevation of irisin is sufficient to protect against stress-induced behavioral outcomes. Adult male C57BL/6 mice received adeno-associated viral (AAV)-mediated peripheral expression of irisin or GFP control. AAV-irisin significantly increased circulating irisin levels, and six weeks later, mice were exposed to inescapable stress, a well-characterized model that produces anxiety-like behaviors, including reducing rodents natural inclination toward sociability. Elevated circulating irisin prevented the stress-induced reduction in social preference without altering general locomotor activity. Moreover, circulating irisin levels positively predicted individual differences in sociability. Additionally, peripheral irisin elevation increased brain-derived neurotrophic factor (Bdnf) expression, which also positively correlated with circulating irisin levels. Finally, we identified expression of the irisin receptor subunit integrin V within the dorsal raphe nucleus, a key brain region implicated in the behavioral outcomes of inescapable stress that is modulated by prior exercise. Together, these findings identify peripheral irisin as a mediator sufficient to confer resistance to future stress, even in the absence of physical activity. Significance StatementPhysical activity protects against the anxiety-like behavioral outcomes of future stress, but the peripheral mediators of this effect remain unclear. Here we show that forced peripheral elevation of circulating irisin, an exercise-induced myokine, is sufficient to produce behavioral stress resistance in mice. Irisin prevented the stress-induced reduction in social preference and positively correlated with individual differences in sociability. Forced expression of peripheral irisin also increased Bdnf expression in the brain, consistent with engagement of central neuroplasticity pathways that support adaptive behavioral responses. These findings demonstrate that an exercise-induced circulating factor can confer resistance to future stress, identifying irisin as a potential prophylactic target for stress-related mental health disorders.

neuroscience↗

Palmitoylation calibrates mitochondrial transport of insulin across the endothelium in insulin resistance

Impaired insulin transport across the endothelium contributes to insulin resistance, a poorly understood condition implicated in diabetes and many other chronic diseases. Insulin has been reported to undergo non-receptor-mediated endocytosis resembling fluid-phase uptake through unclear mechanisms. Here we show in mice with diet-induced insulin resistance that endothelial-specific deletion of the depalmitoylase acyl-protein thioesterase 1 (APT1) improved glucose tolerance and insulin sensitivity without affecting chronic inflammation or capillary structure. Endothelial APT1 deficiency increased interstitial insulin levels in mice confirmed by in-situ microneedle-based sampling. In cultured human microvascular cells, APT1 inhibition enhanced cell transport of high-dose insulin independent of the insulin receptor and canonical endocytic machinery. Unexpectedly, live-cell imaging revealed insulin rapidly localizing to mitochondria prior to endolysosomal trafficking, even at physiological insulin concentrations. APT1 inhibition delayed mitochondrial discharge of insulin to lysosomes. Cyclosporin A, an immunosuppressant known to affect mitochondrial function, preserved mitochondrial insulin content and promoted insulin transport in cultured cells, and enhanced interstitial insulin delivery in mice. Proteomic analysis revealed two palmitoylated proteins, PACS1 and YTHDF2, required for APT1-mediated mitochondrial-endolysosomal trafficking of insulin. A mitochondrial insulin shuttle in endothelial cells may participate in the physiological adaptation to hyperinsulinemia and its regulation by palmitoylation suggests a novel approach to insulin resistance.

physiology↗

Chemokine-Dependent Natural Killer Cells Prevent Pulmonary Metastasis in a Newly Established Mouse Osteosarcoma Model

Rampant genomic instability of osteosarcoma (OS) and associated inter- and intratumoral heterogeneity convey a high risk of metastasis despite contemporary multimodal therapy. A mouse primary OS tumor model, originating from Myc-overexpressing Trp53-null mesenchymal progenitor cells, closely mimics cardinal genetic features and gene expression patterns of human OS samples. Subcutaneous injection of OS cells into immunocompromised NSG mice produced extensive metastases, whereas many fewer metastases occurred in T cell-deficient nude mice, suggesting a principal role for innate immunity in controlling OS dissemination. Depletion of natural killer (NK) cells in nude mice facilitated OS metastasis. OS cells released a suite of chemokines, with CCL2 the most prominent. A genome-wide CRISPR/Cas9 screen in OS cells identified 11 genes, including Ccl2, whose loss facilitated pulmonary metastasis in nude mice. Disruption of CCL2 in OS cells partially phenocopied the effects of antibody-dependent NK cell depletion, underscoring a plausible OS-NK signaling pathway that limits OS metastasis. SignificanceOsteosarcoma exhibits complex genomic instability and a propensity for pulmonary metastasis that limit chemotherapeutic response and patient survival. Despite the plethora of heterogeneous genetic alterations that connote poor prognosis, a novel preclinical in vivo model for studying metastasis highlights potentially targetable signaling between osteosarcoma cell-derived chemokines and pulmonary NK cells.

cancer biology↗

Integrated Interactomics Reveals Novel Protein Associations: The FOXA1-PBX1 Complex as a Case Study

Protein-protein interactions (PPIs) are fundamental to cellular signaling networks, yet many remain undetected due to technical limitations of individual affinity purification approaches. To address this, we systematically mapped the interaction landscapes of six regulatory proteins involved in cell proliferation, immunity, and inflammation, including three transcription factors (TFs) and three kinases. We implemented an integrated proteomics workflow that combined four complementary affinity purification strategies: native immunoprecipitation, two crosslinking-assisted capture methods, and proximity labeling. Combining these approaches revealed distinct yet overlapping interaction profiles, uncovered numerous previously unreported interactors not reliably detected by individual methods, and robustly recovered known interactions while substantially extending PPI networks. Despite method-specific differences at the protein level, functional enrichment analyses showed strong convergence on coherent biological pathways. Biochemical approaches validated most of the previously unreported interactions, including putative weak and transient complexes stabilized by crosslinking. Functional assays revealed a previously unrecognized physical interaction between FOXA1 and PBX1 TFs and demonstrated their cooperative regulation of transcriptional programs and cell fitness in estrogen receptor (ER) positive breast cells. We propose that the FOXA1-PBX1 complex could represent a higher-order regulatory node integrating chromatin accessibility and ER-driven transcriptional output. HIGHLIGHTSO_LIComplementary affinity purification strategies uncover putative weak and transient protein-protein interactions C_LIO_LIFunctional pathway convergence validates biologically coherent interactome expansion C_LIO_LIBiochemical validations confirm unreported interactions C_LIO_LIFunctional validation studies identify a FOXA1-PBX1 pioneer factor complex that regulates estrogen receptor transcriptional programs C_LI Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=191 HEIGHT=200 SRC="FIGDIR/small/738938v1_ufig1.gif" ALT="Figure 1"> View larger version (41K): org.highwire.dtl.DTLVardef@193cc1borg.highwire.dtl.DTLVardef@3d068dorg.highwire.dtl.DTLVardef@791d5corg.highwire.dtl.DTLVardef@1769ce7_HPS_FORMAT_FIGEXP M_FIG C_FIG

biochemistry↗

A single chromosome 3p break initiates clear cell renal cell carcinoma evolution

Clear cell renal cell carcinoma (ccRCC) is initiated by chromosome 3p loss, yet chromosome losses impose a profound fitness burden on normal cells. How renal epithelial cells tolerate this deleterious aneuploidy during early tumorigenesis remains unclear. Analysis of 949 ccRCC genomes reveals two major classes of chromosome 3p alterations: simple deletions and complex rearrangements surrounding a terminal breakpoint - a pattern we term breakpoint-confined chromothripsis. We modeled both alterations in non-transformed human renal proximal tubule epithelial cells by introducing a single DNA double-strand break on chromosome 3p. Despite an initial fitness disadvantage, chromosome 3p loss drives adaptive genomic evolution that recapitulates recurrent ccRCC-associated aneuploidies, including 5q gain and 14q loss. These alterations alleviate the fitness constraints of 3p loss and promote metabolic reprogramming, clonal expansion, and malignant transformation, producing tumors with features of ccRCC. Thus, a single chromosome break initiates the evolutionary trajectory of ccRCC by creating a fitness bottleneck that selects for recurrent aneuploidies.

cancer biology↗

MOLA: a novel topological data analysis framework for analyzing multiomic loops in precision medicine

Multiomic datasets contain complex nonlinear relationships that are often missed by conventional analysis methods. Topological data analysis (TDA) can detect some such patterns (i.e., loops), and here we extend previous TDA approaches with MOLA (MultiOmic Loop Analysis), a framework for multiomic loop visualization, filtering, association with sample-level characteristics and functional characterization. In an Influenza A virus dataset, MOLA better captured anticipated characteristic-dependent epigenetic alterations compared to standard approaches. In a breast cancer cohort, higher loop participation in five genes was associated with increased hazard of progression. MOLA provides an interpretable framework for discovering biologically meaningful multiomic patterns and potential biomarkers.

genomics↗

Integrin-engaged Cellular Patches Mechanically Impose a Mitochondrial Respiratory Bottleneck to Suppress Cancer Cell Motility

The nanoscale organization of cell-adhesive ligands is increasingly recognized as a determinant of cell behavior, yet whether it directly regulates cellular metabolism remains unclear. Here we show that supramolecular clustering of integrin-binding ligands regulates mitochondrial respiratory capacity through integrin-mediated mechanotransduction. Supramolecular ligand clustering induces integrin redistribution and cytoskeletal remodeling, leading to mitochondrial reorganization and a selective constraint on oxidative phosphorylation. This respiratory limitation functionally constrains tumor cell migration and invasion and cannot be overcome by restoring cytoskeletal contractility, whereas replenishing mitochondrial metabolic substrates effectively rescues motility. In a HeLa xenograft model, the integrin-binding supramolecular system suppresses tumor growth and reduces extracellular matrix deposition. These findings identify mitochondrial respiratory capacity as a critical downstream effector of integrin mechanosignaling and establish extracellular ligand organization as a previously unrecognized driver of mechanically encoded metabolic regulation.

biophysics↗

Targeting pathogenic VWF/ADAMTS13 dysregulation attenuates CTEPH progression

Chronic thromboembolic pulmonary hypertension (CTEPH) is a life-threatening pulmonary vascular disease, characterized by persistent thrombotic obstruction and progressive pulmonary vascular remodeling, yet the molecular mechanisms linking persistent thrombosis to vascular remodeling remain incompletely understood. Clinical studies have reported elevated plasma von Willebrand factor (VWF) levels and reduced ADAMTS13 in patients with CTEPH, but whether VWF/ADAMTS13 dysregulation contributes directly to disease pathogenesis remains unclear. Here, using newly established rat models of CTEPH, we identify a causative role for dysregulation of the VWF-ADAMTS13 axis in chronic thromboembolic progression. CTEPH rats developed persistent, unresolved VWF- and fibrin-rich thrombi accompanied by markedly increased endothelial VWF deposition. In contrast, ADAMTS13 expression and activity were significantly reduced in CTEPH rats. Consistent with these findings, genetic Adamts13 deficiency further exacerbates pulmonary microvascular thrombosis and accelerated early mortality following disease induction. Mechanistically, ultra-large (UL)-VWF accumulated on the pulmonary endothelial surface, promoting robust platelet recruitment under shear. This platelet-VWF interaction stimulated the release of platelet-derived pro-remodeling mediators, including TGF-{beta}1 and PDGF-BB. Genetic ablation of Vwf markedly reduced in situ microvascular thrombosis within pulmonary arterioles, attenuated pulmonary arterial remodeling, and improved pulmonary hemodynamics. Moreover, treatment with recombinant ADAMTS13 reduced endothelial UL-VWF accumulation, suppressed platelet activation, and effectively prevented thrombosis and platelet-driven pro-remodeling signaling in CTEPH rats. Collectively, these findings identify dysregulation of the VWF-ADAMTS13 axis as a key driver of pulmonary thrombosis and vascular remodeling in CTEPH and support therapeutic targeting of this pathway as a potential disease-modifying strategy. Key PointsO_LIVWF-ADAMTS13 dysregulation promotes persistent pulmonary thrombosis and platelet-driven arterial remodeling within pulmonary arterioles. C_LIO_LIRecombinant ADAMTS13 treatment or VWF ablation abrogates pulmonary arterial thrombosis and halts vascular remodeling in CTEPH. C_LI

pathology↗

Detecting DNA methylation patterns suggestive of variable escape from X-chromosome inactivation

The X chromosome is often excluded from studies analyzing associations between traits and DNA methylation. In females, one copy of most genes on the X is inactivated (X-chromosome inactivation; XCI) through DNA methylation of the gene promoter on the inactive X. This leads to challenges in analyzing and interpreting DNA methylation data patterns. Particularly for sex-biased diseases and traits, there may be many loci of interest on the X chromosome, which contains about 5% of the genome. To address the need for appropriate analysis of DNA methylation data on the X chromosome, we develop a statistical approach to infer locus-specific escape from XCI sensitive to phenotype or covariate values. Performance of this method is illustrated by analysis of data from two sex-biased traits: rheumatoid arthritis which is 3-fold more common in females, and recurrent venous thromboembolism which occurs 2.5 times more often in males. Analyses of these two datasets identify new trait-associated loci on the X chromosome, demonstrate the capabilities of the new method for both bisulfite sequencing data and Illumina EPIC data, suggest at least one locus where variable escape may explain a sex-specific disease association, and rule out variable escape as a potential explanation at other loci. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=176 HEIGHT=200 SRC="FIGDIR/small/732395v1_ufig1.gif" ALT="Figure 1"> View larger version (52K): org.highwire.dtl.DTLVardef@108c23aorg.highwire.dtl.DTLVardef@77dc0org.highwire.dtl.DTLVardef@1d105d0org.highwire.dtl.DTLVardef@1d4b543_HPS_FORMAT_FIGEXP M_FIG C_FIG Created with BioRender (bioRender.com)

genomics↗

Disrupted Mitochondrial Copper Homeostasis Promotes Ferroptotic Stress, Senescence and MASLD Progression

Background & AimsSystemic metabolic dysfunction promotes degenerative diseases in many organs, including liver and kidney. The liver is a master regulator of systemic metal ion homeostasis. Hepatic copper deficiency is increasingly observed in metabolic dysfunction associated steatotic liver disease (MASLD) and is associated with greater disease severity and poor outcomes. However, mechanisms linking copper dysregulation to MASLD and its co-morbidities remain poorly defined. We investigated whether impaired mitochondrial copper homeostasis contributes to MASLD-related pathobiology and represents a modifiable therapeutic axis. Methods & ResultsUsing dietary mouse models of MASLD and in vitro systems, we found that dietary copper deficiency induces lipotoxicity and suppresses mitochondrial metabolic programs. MASLD livers exhibited marked depletion of copper, impaired cytochrome c oxidase integrity, and bioenergetic failure. Targeted restoration of mitochondrial copper with the copper ionophore elesclomol normalized copper-handling programs, improved mitochondrial function, and suppressed ferroptotic stress, hepatocyte senescence, and fibroinflammatory remodeling. Mechanistically, reduced expression of the mitochondrial copper transporter SLC25A3 and MT-CO1 disrupted the SLC25A3-SCO1-MT-CO1-CTR1 axis, limited copper uptake and destabilized copper-iron balance, promoting maladaptive cell fate changes. Across multiple human cohorts and mouse models, copper-iron imbalance tracks with MASLD progression, clinical outcomes, and multiple extrahepatic comorbidities; restoring copper homeostasis in mice with MASLD attenuates both liver and kidney inflammation and fibrosis. ConclusionsMitochondrial copper deficiency is a mechanistically actionable driver of MASLD that promotes bioenergetic failure, ferroptosis, senescence and fibroinflammatory damage in the liver and other organs. Targeting copper-centered mitochondrial regulation represents a novel biomarker and therapeutic strategy for MASLD and its systemic complications.

pathology↗

A membrane homeostatic response to lipid overload coordinates fatty acid metabolism

Excess fatty acids can disrupt membrane and organelle function. Cells buffer fatty acid toxicity by synthesizing and storing triglycerides (TGs) in lipid droplets, but their capacity for TG storage is limited. Here, we impaired TG synthesis in hepatocytes and identified adaptive pathways that restore homeostasis during lipid overload. Transcription responds by activating fatty acid oxidation through peroxisome proliferator-activated receptors, and by suppressing synthesis of new, unsaturated fatty acids through sterol regulatory element-binding protein 1 (SREBP1). Mechanistically, SREBP1 appears to respond to changes in ER membrane fluidity. These findings reveal a homeostatic system monitoring and maintaining the ER membrane, coordinating fatty acid synthesis and oxidation, a finding with broad implications for understanding lipid physiology and developing TG synthesis inhibitors for treating fatty liver disease.

cell biology↗

Host genetic regulation of fermentation-related cecal microbial taxa is associated with loin muscle deposition in meat rabbits

Loin muscle weight is an important indicator of carcass yield in meat rabbit production, but the host genetic and intestinal microbial factors associated with its variation remain poorly understood. Because the cecum is the primary site of hindgut fermentation in rabbits, we integrated whole-genome resequencing, cecal transcriptome profiling, and cecal and rectal 16S rRNA sequencing data from 321 Kangda meat rabbits, with rectal microbiome data used as a downstream comparative reference. Compared with the rectum, the cecum contained a richer microbial community, with more ASVs and genera and significantly higher microbial diversity, whereas predicted metabolic functions were largely conserved between the two segments. Loin muscle weight showed moderate SNP-based heritability (h{superscript 2} = 0.39), and the cecal microbiome explained a smaller but detectable proportion of phenotypic variation (m{superscript 2} = 0.13). Multi-strategy microbial screening identified 19 candidate cecal genera associated with loin muscle weight, with Methanosphaera showing the strongest negative association. Host GWAS prioritized candidate loci near MEX3C and TCF4 on chromosome 10, and integration of cecal cis-eQTL and GWAS summary statistics further prioritized GJB3 as a candidate gene associated with loin muscle weight. Consistent with the cecum-centered model, host genetic relatedness was weakly but significantly correlated with cecal microbial similarity, whereas no such global association was observed for the rectal microbiome. Microbial GWAS and SMR analyses further prioritized a cecal MRAP2-Methanobrevibacter association as the main host-regulated microbial signal, while rectal analyses identified distinct segment-specific signals, including SULF1-Roseburia. These findings suggest that host genetic variation may be linked to loin muscle deposition partly through cecal gene expression and fermentation-related cecal microbial taxa, with the rectal microbiome providing comparative evidence for hindgut segment specificity. This study provides candidate host and microbial targets for future functional validation and microbiome-informed nutritional strategies to improve carcass traits in meat rabbits.

genetics↗

inGSEA: An Improved Method for Gene Set Enrichment Analysis Using a Weighted Integral Statistic

Gene Set Enrichment Analysis (GSEA) is one of the most popular methods for transcriptomic analysis, yet its statistical power is limited when the biological pathways exhibit heterogeneous or non-concordant expression patterns. We propose an improved GSEA method, integral-based GSEA (inGSEA). inGSEA introduces a novel enrichment score based on the Anderson-Darling weighted integral statistic. The new enrichment score enhances detection power for complex signals, particularly sparse and bidirectional ones, while the Cauchy combination of integral and classic maximum statistics provides robustness across diverse expression patterns. Extensive numerical studies demonstrate that inGSEA achieves superior power and well-calibrated false discoveries. Application to real-world datasets reveals biologically relevant pathways missed by the standard GSEA. inGSEA reduces the computational burden of permutation testing by employing a generalized gamma distribution to approximate the null distribution. inGSEA is accessible as a user-friendly web-based software tool (https://amss-stat.github.io/inGSEA).

bioinformatics↗