Biology subjects

Bai, X.

Publications and source records attributed to Bai, X..

At least 19 recordsLinked to original sources

bioRxiv2026

METTL3-mediated m6A modification alleviates skeletal muscle atrophy in ALS by regulating ACSL1-dependent triglyceride metabolism

Skeletal muscle-intrinsic defects are increasingly recognized as critical contributors to the pathogenesis of amyotrophic lateral sclerosis (ALS), yet the underlying molecular mechanisms remain poorly understood. N6-methyladenosine (m6A) is the most abundant post-transcriptional RNA modification in mammalian mRNAs that plays important regulatory roles in diverse physiological and pathological processes, however its role in ALS-associated skeletal muscle atrophy remains unknown. Here we found that global m6A methylation and the expression of its methyltransferase METTL3 are reduced in the skeletal muscle of hSOD1G93A transgenic ALS mice. Multi-omics analyses reveal that m6A dysregulation is closely associated with impaired triglyceride metabolism. Functionally, METTL3 promotes triglyceride accumulation in ALS skeletal muscle in an m6A-dependent manner; overexpression of METTL3 in ALS myotubes improves energy supply and alleviates muscle atrophy by promoting triglyceride accumulation. In vivo overexpression of Mettl3 in skeletal muscle attenuates muscle atrophy, improves motor performance, and prolongs survival of ALS mice. Mechanistically, we identify the fatty acid activation enzyme ACSL1 as a key downstream effector of METTL3-mediated regulation of triglyceride metabolism. METTL3-mediated m6A modification promotes the expression of Acsl1 by enhancing its mRNA stability. Further investigation revealed that the regulatory effect of m6A on Acsl1 expression depends on the m6A reader protein IGF2BP2. Collectively, our findings establish m6A modification as a critical regulator of skeletal muscle atrophy in ALS by maintaining triglyceride metabolic homeostasis, highlighting a promising therapeutic target for ALS.

neuroscience↗

bioRxiv2026

SLC25A28 is a synthetic lethal vulnerability in nucleotide excision repair-deficient cancers

Approximately 10% of bladder, upper urinary tract, and endometrial cancers harbor deleterious somatic alterations in nucleotide excision repair (NER) pathway genes. Although platinum-based chemotherapy is the standard treatment for NER-deficient tumors, its utility is limited by nephrotoxicity, motivating alternative strategies that avoid direct DNA targeting. Here, we employed a genome-wide CRISPR-Cas9 screen to identify synthetic lethal vulnerabilities in NER-deficient cancer cells. An ERCC4-null RT112/84 bladder cancer cell line was generated and validated by Sanger sequencing and Western blotting, and functional NER deficiency was confirmed using a host cell reactivation assay. Parallel screens in ERCC4-deficient and isogenic wild-type cells. nominated SLC25A28 as the top-ranked synthetic lethal candidate in ERCC4-deficient cells, an interaction further supported by DepMap dependency. Clonogenic assays confirmed that loss of SLC25A28 selectively impaired cell viability in cells deficient for ERCC2, ERCC3, ERCC4, or ERCC5 and inducible knockout selectively suppressed ERCC4-deficient xenograft growth in-vivo. Mechanistically, RNA sequencing followed by gene set enrichment analysis revealed enrichment of oxidative stress-related pathways, including cellular responses to reactive oxygen species (ROS) and DNA damage signatures, upon SLC25A28 loss. These transcriptional changes are consistent with increased oxidative stress and DNA damage, placing heightened demand on NER-mediated repair. Direct measurement confirmed increased intracellular ROS. Collectively, our nominates SLC25A28 as a previously unrecognized synthetic lethal vulnerability in NER-deficient cancers and implicate mitochondrial iron homeostasis as a candidate metabolic dependency that may be targeted independently of platinum-based chemotherapy.

cancer biology↗

bioRxiv2026

Emergence of short-lived meningococci causing focal epidemics can be associated with gene transfer from carriage-associated Neisseria

In March 2026, an unusually large outbreak of invasive meningococcal disease (IMD) in Kent, UK, was linked to attendance at one nightclub over a single weekend. The outbreak organism was a Neisseria meningitidis variant belonging to the longstanding hyperinvasive genotype, cc41/44. Using genome analysis of six isolates from patients, alongside >48,000 meningococcal genomes, we investigated whether the outbreak variant had acquired traits potentially contributing to the highly invasive phenotype. The six isolates were capsular group B, sequence type (ST-)485, and essentially indistinguishable, consistent with the focal nature of the outbreak. Compared with their closest available relatives, we found changes mediated by phase variation, nucleotide variation, and horizontal gene transfer (HGT) involving adhesins, iron-acquisition systems (including Transferrin and Lactoferrin binding proteins, and FetA), and Type IV pili (Tfp), factors which affect bacteria-bacteria and bacteria-host interactions. These changes occurred in a ST-485 sub-lineage that expressed capsule at high levels and a PorA porin with a truncated surface-exposed epitope, both of which are predicted to reduce immune recognition. Donors for the HGT events were predominantly carriage-associated N. meningitidis and Neisseria cinerea. We show that meningococcal variants responsible for previous focal outbreaks have not been seen subsequently. We propose that focal outbreaks of IMD are caused by meningococcal variants that may have acquired traits from non- or less invasive organisms, but subsequently these variants disappear, as their highly invasive phenotype is inconsistent with sustained transmission. Ongoing disease surveillance alongside carriage studies are therefore essential to inform public health risk and manage epidemic IMD.

genomics↗

bioRxiv2026

ImmuneLens: linking transcriptional states and TCR clonotypes through disentangled multimodal learning

Single-cell multi-omics technologies simultaneously capture the transcriptome and TCR sequence of T cells, providing an opportunity to study the relationship between transcriptional states and clonal architectures. However, jointly modeling the relationships between transcriptional states and TCR sequences while preserving modality-specific information remains challenging. Here, we present ImmuneLens, an interpretable multimodal representation learning framework designed for paired single-cell transcriptome and TCR sequence data. ImmuneLens supports the construction of a transferable multi-cohort immune reference atlas and enables unsupervised mapping of external query data. The complementarity between GEX and TCR information improves the stability of antigen-specificity prediction. In neoadjuvant immunotherapy cohorts, ImmuneLens resolves response-associated T cell heterogeneity and reveals links between clonal expansion and CD8 T cell functional states. Overall, ImmuneLens provides a

bioinformatics↗

bioRxiv2026

Regulation of Mechanosensor PIEZO Channel Trafficking in C. elegans Germline

PIEZO proteins are essential mechanotransductive ion channels, yet mechanisms governing their subcellular localization and membrane trafficking remain elusive. Here, we leverage the C. elegans germline as an in vivo imaging platform to decipher the molecular networks directing PIEZO channel dynamics. High-resolution confocal imaging of endogenously tagged PEZO-1, the C. elegans ortholog, reveals that PEZO-1 compartmentalizes with caveolae protein CAV-1 and the recycling endosome regulator RAB-11. Depletion of rab-11 or the t-SNARE syx-4 severely impairs the translocation of PEZO-1-positive vesicles to the plasma membrane, establishing a reliance on conserved, RAB-11-dependent machinery. Furthermore, we demonstrated that PEZO-1 structural integration is essential for vesicle formation and transport; truncating either the N-terminal transmembrane domains or the C-terminal ion pore induces aberrant vesicle morphology and arrests trafficking. Crucially, PEZO-1 vesicle formation and transport are non-autonomously modulated by reproductive signals requiring male sperm or major sperm protein (MSP) signaling. Finally, introducing conserved disease-associated pathogenic PIEZO mutations markedly suppresses its cytosolic and plasma membrane expression. Collectively, our findings define a fundamental cytological framework regulating PIEZO channel dynamics, shedding light on the molecular etiology of PIEZO-associated channelopathies.

genetics↗

bioRxiv2026

Enhanced Detection of Age-related Macular Degeneration in Low-quality Retinal Images via Noise-Augmented YOLO and Adaptive Attention Mechanisms

This study aims to improve the detection performance of age-related macular degeneration (AMD) in low-quality retinal images. Background: AMD is a leading cause of vision loss among older adults globally, and accurate detection is crucial for clinical management. However, low-quality optical coherence tomography (OCT) images significantly com-promise diagnostic accuracy. Objective: To enhance AMD detection in low-quality images using noise-augmented data augmentation and an improved YOLO deep learning model. Methods: Public datasets from UCSD and Duke University were utilized; the training dataset comprised 24,980 OCT images (high-quality and noise-augmented low-quality), while the testing dataset included 1,000 images (584 AMD, 416 normal). The model is based on the YOLOv8n framework, integrated with Squeeze-and-Excitation blocks (SEblock) and Adaptive Sparse Self-Attention (ASSA), with an addition-al 160*160 detection layer for detecting small lesions. Evaluation metrics included accuracy, sensitivity, specificity, and F2-score. Results: The proposed model achieved an accuracy of 99.02%, sensitivity of 98.17%, specificity of 100%, and an F2-score of 98.50% on the Duke dataset. Detection rates were significantly improved compared to traditional methods, particularly in low-quality images, with a detection rate of 89.60%, markedly superior to original YOLOv8n (55.10%) and classical models like ResNet50. Conclusion: The enhanced model, employing noise-augmented training data and improved attention mechanisms, demonstrates excellent AMD detection capabilities in low-quality OCT images, showing broad potential for clinical applications.

bioinformatics↗

bioRxiv2026

Bone Mechanosensing Dictates Hematopoietic Stem Cell Fate and Immune Homeostasis

The vertebrate water-to-land transition was accompanied by a six-fold increase in gravitational force, followed by the migration of hematopoietic stem cells (HSCs) from kidney or liver to the bone marrow, and the acquisition of enhanced immune functions to cope with novel environmental pressures. Bone senses mechanical loading and provides a microenvironment for HSC development, yet whether bone mechanosensation affects immune cell development and immune homeostasis remains unclear. Here, we unveil bone as a mechanosensory organ that translates mechanical force into hematopoietic instructions. Mechanical loading of bone directs HSCs toward lymphoid lineages in mice and non-human primates, whereas unloading favors myeloid commitment. This process requires osteocyte mechanosensor Piezo1, which induces loading-responsive bone-derived factors such as IL1R2, SERPINC1 and INMT, thereby restraining inflammatory signaling and guiding HSC differentiation. Osteocyte Piezo1 deficiency recapitulates the hematopoietic and immune alterations observed during unloading. Functionally, this pathway enhances acute infection resistance and suppresses immunosenescence in mice and in aged long-tailed macaques. Notably, skeletal mechanoregulation of immune homeostasis is conserved across vertebrate species. Our research defines the mechano-bone-immune axis (mechano-osteoimmunology), offering a novel evolutionary perspective on the interconnected development of the skeletal and immune systems and presenting a promising non-pharmacological target to address immune dysfunction.

immunology↗

bioRxiv2026

The molecular asynchrony of single cells

Integrating single-cell transcriptomic and epigenomic data provides a robust framework for investigating gene regulation mechanisms. Existing analyses typically treat these modalities as synchronized features that can be translated in a static manner; however, the temporal delays that underpin cellular kinetics are intrinsic to dynamic biological systems. To address this limitation, we propose utilizing the "molecular asynchrony" within regulatory hierarchies to determine the thermodynamic properties of individual cells. Here, we present SeqTag, a single-cell multiomics sequencing method that simultaneously profiles the transcriptome, chromatin accessibility, and histone modifications, supported by an analytical framework to identify asynchronous states across regulatory layers for characterization of single-cell kinetics. By measuring the epigenetic priming potential and remodeling rates during adult mouse oligodendrogenesis, we delineated a sequential program for bivalency resolution as maturing cells traverse Waddingtons landscape. This process becomes increasingly decoupled with age, a change linked to a drift in progenitor cell-fate probabilities. By identifying entropy-driving regulatory elements, we characterized the aging-related decline in cell identity across various cell types and proposed a dynamic model linking static genetic variants to the risk of late-onset diseases. In summary, our integrated approach established a unified framework for employing multimodal single-cell genomics to model the kinetics of complex cellular processes.

genomics↗

bioRxiv2026

Inhibition of hexokinase 2 undermines cartilage health and accelerates osteoarthritis

ObjectiveEnhanced glycolysis is a metabolic hallmark of chondrocytes in osteoarthritis (OA); however, the roles of the glycolytic rate-limiting enzyme hexokinase 2 (HK2) in cartilage remain poorly understood. MethodsPharmacological approach (3-bromopyruvate (3-BrPA) treatment) and mice model involving HK2 knockout in Col2a1-expressing chondrocytes are utilized to access the impact of HK2 blockage on cartilage ex vivo and in vivo. The in vivo effects of HK2 inhibition on OA progression were evaluated using a destabilization of the medial meniscus (DMM)-induced OA mouse model, through both intra-articular 3-BrPA administration and chondrocyte HK2 deletion. Additionally, we analyzed published single-cell RNA sequencing (scRNA-seq) datasets from human articular cartilage and integrated these with bulk RNA-seq data from HK2-deficient chondrocytes to characterize HK2 expression features across conditions. ResultsBoth pharmacological inhibition and genetic deletion of HK2 impair cartilage formation ex vivo. Bulk RNA-seq analysis and ex vivo studies demonstrated a promoted ossification-like process due to HK2 ablation in chondrocytes. Through pseudotime analysis of published single-cell RNA sequencing (scRNA-seq) datasets from human articular cartilages, we further identified that HK2 is differentially expressed across conditions, with a feature of a relatively high expression level at terminal stages of chondrocyte differentiation in the context of OA. We next confirmed HK2 deficiency in chondrocytes significantly exacerbated OA progression but having no impact on skeletal development in mice. ConclusionsHK2 plays a critical role in maintaining cartilage health, likely through the regulation of calcification, thereby highlighting the potential risks associated with targeting glycolytic enzymes as a therapeutic strategy for OA.

pathology↗

bioRxiv2026

ENPP1 buffers extracellular cGAMP in brown adipose tissue to limit insulin resistance

The ectonucleotide pyrophosphatase/phosphodiesterase 1 (ENPP1) has long been linked with metabolic diseases, with the common ENPP1 K173Q (historically K121Q) variant conferring increased risk for type 2 diabetes (T2D). However, the mechanistic basis of this association has remained unclear. Here, we demonstrate that the K173Q variant has decreased cGAMP hydrolysis activity, suggesting that this loss of enzymatic function could contribute to its pathogenesis. Using a cGAMP-hydrolysis-deficient knock-in mouse (Enpp1H362A), we show that selective loss of this activity leads to a primary defect in energy expenditure and exacerbates high-fat diet (HFD)-induced weight gain and insulin resistance. An unbiased in vivo glucose-uptake screen reveals brown adipose tissue (BAT) as a focal site of metabolic impairment, characterized by profound extracellular cGAMP accumulation and a selective failure of insulin-stimulated glucose uptake. Mechanistically, we demonstrate that nutrient excess drives mitochondrial DNA leakage in brown adipocytes, triggering cGAMP production and export. Excess cGAMP directly propagates STING-dependent suppression of glucose uptake and lipogenesis in brown adipocytes. Additionally, when ENPP1-mediated clearance is compromised, extracellular cGAMP acts as a paracrine immunotransmitter that remodels the BAT microenvironment by recruiting and polarizing macrophages toward an M1-like phenotype. Together, our findings nominate the impaired ENPP1-dependent buffering of extracellular cGAMP as one mechanism by which ENPP1 variants influence metabolic homeostasis.

immunology↗

bioRxiv2026

MuteFree: A novel AAV vector system featuring mutation-free ITRs

Instability of the inverted terminal repeats (ITRs) in AAV transfer plasmids has long hindered consistent and efficient production of therapeutic AAV vectors. The palindromic, GC-rich ITR sequence readily forms secondary structures, making them highly mutable in transfer plasmids. Indeed, a recent survey observed mutated ITRs in [~]40% of AAV transfer plasmids from labs around the world. Conventional strategies to mitigate this issue - such as using specialized E. coli strains, suboptimal culture conditions, or modified ITR sequences - have limited effect and often compromise plasmid and AAV yield. Here, by combinatorial optimization of the plasmid backbone structure and ITR flanking sequences, we established MuteFree, an AAV transfer plasmid system that eliminated ITR mutations for both single-stranded AAV (ssAAV) and self-complementary AAV (scAAV). Specifically, MuteFree reduced ITR mutation rates from a range of 32-100% in various transfer plasmids tested to 0% after serial passage of host E. coli for >160 population doublings. Moreover, in three GMP-grade AAV plasmid manufacturing projects initially cancelled due to severe and incurable ITR mutations, replacing conventional backbone with MuteFree completely solved the problem, reducing mutation occurrence to zero under standard GMP manufacturing conditions. Notably, MuteFree supports the packaging of potent AAV virus. The MuteFree system thus presents a robust solution to ITR instability, enabling high-fidelity and high-yield AAV production of AAV-based gene therapy vectors that is fully compatible with existing GMP manufacturing workflows.

molecular biology↗

bioRxiv2026

Mechanical confinement drives monocyte-to-macrophage differentiation

Cells in vivo experience mechanically diverse microenvironments in which physical confinement is a pervasive but poorly understood regulator of their behavior and fate. Whether and how mechanical confinement governs immune cell differentiation remains unknown. Here, we reveal that a mechanical cue -- long-term confinement is sufficient to drive monocyte-to-macrophage differentiation through a mechanoepigenetic pathway. In vivo, differentiating monocytes exhibited flattened nuclei in the liver capsule, indicative of confinement by surrounding stromal and parenchymal structures. Using a custom cell confiner to recapitulate this confined niche, we found that confinement induces macrophage-like protrusive architectures, enhances motility, and upregulates macrophage-associated genes in RAW264.7 and THP-1 monocyte-lineage cells. Notably, extending this paradigm to primary murine bone-marrow, human umbilical-cord, and tissue-derived hepatic-associated monocytes yielded similar outcomes, thus enhancing phagocytic capacity, directly demonstrating that mechanical confinement can program monocytes into macrophages. Mechanistically, we found that confinement activates KDM6B, leading to H3K27me3 demethylation, which derepresses macrophage-specific transcriptional programs. Pharmacological inhibition of KDM6B with GSK-J4 restored H3K27me3 and blocked macrophage differentiation both in vitro and in vivo. These findings define a KDM6B-H3K27me3 axis that links nuclear mechanics to transcriptional reprogramming, positioning mechanical confinement as a "super-enhancer-like" cue for engineer macrophage function in therapeutic and bioengineering contexts.

cell biology↗

bioRxiv2026

Metabolic control of mitochondrial plasticity and extracellular vesicle biology drives Cryptococcus neoformans virulence

Metabolic adaptation to nutrient stress is a key but poorly understood driver of fungal virulence. Here, we show that a dominant East Asian lineage of Cryptococcus neoformans (VNIa-5), which disproportionately infects immunocompetent hosts, has undergone lineage-specific rewiring of glucose-responsive stress pathways. Integrating population genomics, transcriptomics, and experimental infection models, we demonstrate that VNIa-5s clinical dominance is not explained by environmental prevalence. Instead, selective activation of Snf1 signalling links glucose limitation to mitochondrial tubularisation, extracellular vesicle remodelling, and enhanced melanization. Under low-glucose conditions, VNIa-5 exhibits marked mitochondrial plasticity and extracellular vesicle compositional shifts resembling hypervirulent outbreak lineages of Cryptococcus gattii. Following experimental induction of dormancy, VNIa-5 shows significantly increased virulence in vivo compared with the closely related but clinically rare VNIa-31 subclade, with host survival tightly correlated with mitochondrial morphology. These findings identify metabolic stress integration as a central mechanism shaping cryptococcal virulence and disease in immunocompetent human hosts.

microbiology↗

bioRxiv2026

Alpha-1-antitrypsin (AAT) inhibits Mycobacterium intracellulareinduction of monocyte colony stimulating factor: another host defense function of AAT

RATIONALEThe host-protective role of alpha-1-antitrypsin (AAT) against mycobacteria may be partly attributed to its binding to the cytoplasmic glucocorticoid receptor (GR) that results in gene regulation in macrophages that favors killing of ingested mycobacteria. The AAT-GR complex was found to be significantly responsible for limiting Mycobacterium avium complex (MAC) burden in macrophages; this host-protective function of AAT-GR is due, in part, to induction of COLONY STIMULATING FACTOR-2 (CSF-2) gene which encodes for granulocyte-monocyte colony stimulating factor (GM-CSF). METHODSTo better understand the role of AAT-GR binding during mycobacterial infection, we performed bulk RNA sequencing (RNA-seq) on four different groups of cells: (i) control THP-1 cells (THP-1control); (ii) THP-1control cells infected with Mycobacterium intracellulare (MAC); (iii) THP-1control cells incubated with MAC + AAT; and (iv) THP-1 cells knocked down for GR (THP-1GR-KD) incubated with MAC + AAT. RESULTSOur analyses revealed that MAC infection significantly upregulated 1,977 genes and significantly downregulated 2,303 genes in THP-1control cells. Additionally, AAT significantly upregulated 1,200 genes and downregulated 890 genes in MAC-infected THP-1control cells. Furthermore, the regulation of 1,624 genes that are regulated by AAT+GR in THP-1control cells was augmented in THP-1GR-KD cells, indicating that the regulation of these genes by AAT+MAC is inhibited by GR. Conversely, the regulation of 1,683 genes by AAT+MAC in THP-1control cells was attenuated in THP-1GR-KD cells, indicating that the regulation of these genes by AAT+MAC is enhanced by GR. MAC also induced both CSF2 (GM-CSF) and CSF1 (encodes for monocyte colony stimulating factor, M-CSF) expression. Whereas AAT inhibited MAC-induced M-CSF mRNA was dependent on GR, this inhibition of M-CSF protein was not dependent on GR. In contrast, AAT did not inhibit MAC-induced CSF2 (GM-CSF) expression. Since either MAC or AAT induced GM-CSF expression in macrophages, further investigation revealed that AAT-inhibition of cell-associated MAC burden was abrogated upon neutralization of endogenous GM-CSF. CONCLUSIONSThe ability of AAT to induce GM-CSF and to inhibit MAC-induced M-CSF may skew macrophages to a phenotype that is better endowed to control mycobacterial infection.

immunology↗

bioRxiv2026

Combining xenium in situ spatial transcriptomics and imaging mass cytometry on a single tissue section

Spatial imaging technologies provide an expansive view of tissue microenvironments through high-plex profiling of protein and molecular targets in situ. Imaging mass cytometry (IMC; Standard BioTools) is a trusted method for defining immune phenotypes based on up to 40 protein targets, whilst Xenium in situ spatial transcriptomics (Xenium; 10x Genomics) is an emerging platform that can measure up to 5000 mRNA markers simultaneously. Although these platforms can reveal valuable insights on their own, there is an increasing need to analyse samples using a multi-omics approach to further our understanding of complex biological processes. To address this, we have assessed a novel dual-platform workflow that combines Xenium and IMC on a single formalin-fixed paraffin-embedded tissue section to enable the spatial profiling of both mRNA and protein targets at single-cell resolution. The feasibility of the workflow was determined by comparing the staining quality of IMC performed after Xenium to that of IMC performed alone on an adjacent tissue section, confirming that Xenium has little to no negative impact on subsequent IMC protein staining. Although the location of transcripts picked up by Xenium correlated with the corresponding proteins picked up by IMC at a global scale, discrepancies between the two technologies were apparent at the single-cell level. This is to be expected, as biologically transcript expression does not always correlate with protein, and both platforms have their own technical limitations. However, when we analyse T cells identified by both technologies, as opposed to T cells identified by Xenium or IMC alone, it produces the most biologically meaningful results at both the transcript and protein level for specific T cell markers. These results highlight how integration of the two platforms, identifying the presence of both RNA and protein, can foster a more comprehensive view of cellular landscapes and provide a greater depth of functional capabilities and cellular interactions.

immunology↗

bioRxiv2026

Artificial Recombination of Nonribosomal Peptide Synthetases Rapidly Evolves Natural Products

Efficient engineering of nonribosomal peptide synthetases (NRPSs) is a key strategy for expanding valuable peptide natural products. Current bioinformatics-guided approaches are often constrained by a set of predefined fusion sites, remaining experimentally challenging in most NRPS systems. Here we present the Recombineering Accelerated Evolution (RACE), which harnesses Red/ET recombineering mediated partially matched homologous recombination to recapitulate recombination-driven NRPS evolution on a highly accelerated timescale. Application of RACE to six known NRPS gene clusters generated 830 recombinants and yielded over 600 novel peptides including novel bis-lipopeptides. These recombinants reveal 112 previously unrecognized recombination fusion sites, providing an extensive landscape for NRPS evolution and more useful resources for guiding NRPS engineering. The RACE establishes a new paradigm for programmable NRPS evolution and enables rapid discovery of bioactive peptides.

synthetic biology↗

bioRxiv2026

Genetic Compensation Restores Embryonic Viability in Fatty Acid Synthase Mutants

Fatty acid synthase (FASN) is a key rate-limited, dimeric multi-enzyme complex in the de novo lipogenesis pathway. Each FASN monomer contains seven catalytic domains, which coordinate the stepwise conversion of acetyl-CoA into fatty acids. While FASN has been extensively studied in cultured cells, particularly for its oncogenic role, its functions in the germline and early embryonic development remain elusive. A major challenge is that the FASN dysfunction typically causes embryonic lethality in animal models, which complicates detailed functional analysis and the identification of compensatory genetic interactors during development. To overcome this limitation and identify novel genetic suppressors of the FASN gene, we utilized a temperature-sensitive allele, fasn-1(g43ts) (A1424T), in the genetically tractable model Caenorhabditis elegans, to conduct unbiased forward genetic screens. We isolated 22 suppressor lines that significantly restored embryonic viability in the fasn-1(g43ts) mutant at the non-permissive temperature. Using a combination of MIP-MAP genomic mapping and a customized bioinformatic pipeline, we identified six missense mutations in the ptr-6 gene, which encodes a protein containing a patched domain associated with the Hedgehog signaling pathway. To validate this genetic suppression, we recreated one of the loss-of-function mutations, ptr-6 (W701*), in the fasn-1(g43ts) background using CRISPR/Cas9 gene editing. Notably, ptr-6(W701*) robustly rescued the embryonic lethality and permeability defects caused by fasn-1 loss-of-function. Taken together, our findings expand the genetic regulatory network of fatty acid synthase during early embryogenesis and highlight ptr-6 and Hedgehog signaling pathway as potential genetic modifiers of FASN-associated developmental and metabolic disorders.

genetics↗

bioRxiv2025

Colorectal cancer relies on an immunosuppressive cellular topography and genomic adaptations for establishing brain metastases

Colorectal cancer (CRC) brain metastases have a poor prognosis and limited treatment options, including resistance to radiation therapy. Little is known about the molecular and cellular mechanisms that enable CRC tumor cells to adapt to the brain and establish a supportive tumor microenvironment. To address this gap we used spatial transcriptomics to analyze 51 CRC brain metastases. A subset had matched primary colon tumors and longitudinally paired metastatic resections before and after radiation treatment. We identified the critical spatial cellular features of the tumor epithelium and the surrounding tumor microenvironment that support metastatic growth in the brain. CRC brain metastases developed a stromal microenvironment with abundant fibroblasts and tumor-associated macrophages. A fibroblast-macrophage cellular neighborhood promoted angiogenesis, extracellular matrix remodeling, and immune suppression. Tumor cells showed local adaptations. In endothelial-rich regions, they were proliferative whereas in macrophage-rich regions, they were more differentiated and immune evasive. Compared with paired primary tumors, CRC brain metastases showed increased chromosomal instability, with activation of RNA-processing, stress response, and junctional remodeling pathways. After radiation treatment, resistant clones had increased epithelial-mesenchymal transition, while the immunosuppressive stroma remained intact. We identified tumor-derived MIF, GDF15, PRSS3 and SEMA3C ligands and macrophage-derived SPP1 that have the potential to affect multiple cell types in the metastatic niche. These ligand-receptor interactions drive angiogenesis, stromal activation and immune suppression. In a macrophage-tumor-fibroblast co-culture model, knockout of SPP1 in macrophages led to reduced expression of lipid-metabolism related genes and disrupted tumor-promoting interactions. Together, these results indicate that CRC growth in the brain is sustained by a specific cellular organization with immunosuppressive multicellular interactions.

cancer biology↗