Biology subjects

Nguyen, J.

Publications and source records attributed to Nguyen, J..

At least 19 recordsLinked to original sources

bioRxiv2026

Minimal Data, Maximal Insight (MDMI): A Structure-guided Pipeline for Discovering Functional Alternatives in Peptide-Protein Interfaces

Discovering functional peptides across vast sequence space remains a formidable challenge, particularly when experimental training data is scarce. We present Minimal Data Maximal Insight (MDMI), a two-stage structure-guided computational pipeline that designs functional peptide variants using only a small, annotated dataset. Rather than relying on sequence information alone, MDMI integrates three-dimensional structural features derived from predicted peptide-protein complexes into a machine learning model that captures interface geometry and binding energetics. This structure-aware predictor, paired with a genetic algorithm for sequence exploration, reduced false positives from 70% to close to zero in an all-negative benchmark panel compared with a sequence-only model in computational benchmarking, and produced approximately four-fold more high-confidence in silico binders than state-of-the-art peptide/protein design baselines. Using the split-GFP system as a testbed, where fluorescence provides a direct functional readout of peptide-protein complementation, MDMI identified peptides with up to 38% sequence divergence from wild-type in Stage 1 while retaining measurable activity. In Stage 2, motif-guided recombination of successful Stage 1 variants produced highly divergent yet functional peptides bearing over 50% sequence difference from wild-type, revealing two distinct functional clusters in sequence space. As further validation, a top-performing candidate expressed as a full-length GFP fusion retained a GFP-like emission profile, supporting formation of a fluorescent GFP-like scaffold. These results demonstrate that structure-informed pipelines can uncover remote functional sequence space from minimal data, with broad implications for peptide and therapeutic analog discovery.

synthetic biology↗

bioRxiv2026

CCN3-derived peptide BLR-200 impairs YAP activation and attenuates bleomycin-induced skin fibrosis through blocking the generation of Sfrp2-positive fibroblasts

An autocrine pro-adhesive/pro-contractile signaling loop, through the mechanosensitive transcriptional cofactor YAP, promotes fibrosis. The CCN family of matricellular proteins modify adhesive signaling. Of these, CCN3 is antifibrotic. We show that BLR-200, a CCN3-derived peptide, has anti-fibrotic properties in the bleomycin-induced model of scleroderma skin fibrosis. In vitro, BLR-200 delayed, but did not abolish, fibroblast adhesion to collagen and nuclear YAP localization. In vivo, BLR-200 prevented/treated bleomycin-induced skin fibrosis, and reduced bleomycin-induced expression of profibrotic genes including -smooth muscle actin, CCN1 and CCN2. Lineage tracing and scRNA-seq analyses revealed that the myofibroblasts in this model were quantitatively derived from collagen-lineage Pi16+/Col15+ve fibroblasts. BLR-200 prevented myofibroblast differentiation in this model and trajectory of fibroblasts toward a Sfrp2-positive subset, a cell type associated with poor clinical outcome. BLR-200 impairs YAP activation in vitro and appearance of translationally-relevant fibroblast subtypes in vivo and is a novel anti-fibrotic agent for SSc skin fibrosis. HIGHLIGHTS-SSc skin fibrosis, a major unmet need, is driven by an activated mechanotransduction/YAP pathway; how to block this pathway clinically is unclear -members of the CCN family of matricellular proteins are adhesive signaling modifiers; herein, we identify BLR-200, a synthetic peptide derived from CCN3, based on its ability to impair, but not ablate, YAP nuclear localization and fibroblast spreading/attachment to collagen -BLR-200 blocks and treats progression of bleomycin-induced skin fibrosis -In the bleomycin model, lineage tracing analysis revealed that collagen-lineage cells are the primary source of myofibroblasts -BLR-200 blocks myofibroblast differentiation concomitant with reduced progression toward Col8a1+ve and Sfrp2+ ve fibroblasts, populations implicated in SSc pathogenesis -BLR-200 represents a novel, translationally relevant drug candidate for SSc skin fibrosis

cell biology↗

bioRxiv2026

Novel Synthetic Promoter Armed Oncolytic Herpes Simplex Virus For Treatment of PAX3-FOXO1 Positive Rhabdomyosarcoma

BackgroundDue to the difficulty in targeting oncogenic transcription factors, there are no targeted treatments available for pediatric patients afflicted with PAX3-FOXO1 fusion positive alveolar rhabdomyosarcoma. Additionally, alveolar rhabdomyosarcomas are immunologically cold tumors inherently resistant to immune checkpoint blockade. Viral vectors present a unique opportunity to address this gap in treatment strategies as their presence causes immune infiltration, and a virus can be engineered to rely on tumor specific transcriptional networks for its own replication. MethodologyWe engineered a synthetic promoter which relies on PAX3-FOXO1 to drive expression of a downstream gene. We then placed the HSV-1 RL1 gene encoding ICP34.5 under this promoter within the G47{Delta} oncolytic herpes simplex virus (oHSV), generating a novel oHSV targeting cells harboring the PAX3-FOXO1 fusion gene, which we name oRP3Fus ("Orpheus;" oncolytic recombinant G47{Delta} targeting PAX3-FOXO1 virus). PAX3-FOXO1 specificity was determined by qRT-PCR, protein expression, and chromatin immunoprecipitation. Antitumor efficacy of oncolytic virus and anti-PD1 antibody was determined using immuno-competent mice harboring syngeneic PAX3-FOXO1 expressing rhabdomyosarcoma tumors. Bulk RNA sequencing was performed on infected and mock infected fusion positive and negative cells for differential gene expression analysis. ResultsoRP3Fus kills PAX3-FOXO1 positive human rhabdomyosarcoma lines, while remaining non-toxic to normal human skeletal muscle cells in vitro. In immunocompetent mouse models, both novel and parental viruses improved tumor control when combined with anti-PD1, while oRP3Fus treatment increased T cell infiltration within tumors. RNA and DNA extraction from tumors demonstrate viral expansion within oRP3Fus treated tumors up to three weeks post treatment. Meanwhile oRP3Fus treated mice displayed decreased amounts of necroptosis-associated gene expression within normal organs as compared to groups treated with parental virus. Bulk RNA sequencing of fusion positive and negative human rhabdomyosarcoma lines demonstrated PAX3-FOXO1 increases expression of genes involved in the TNFa-NF{kappa}B signaling axis, as well as innate and adaptive immune signaling. Additionally, ICP34.5 expression from oRP3Fus reduces RIPK1 activation. ConclusionsICP34.5-armed oHSV (oRP3Fus) combined with anti-PD1 provides effective antitumor activity against PAX3-FOXO1-positive alveolar rhabdomyosarcoma in vivo and should be further explored for fusion oncogene-driven tumors. What is already known on this topic?PAX3-FOXO1 fusion-positive and negative rhabdomyosarcoma (RMS) is highly resistant to immune checkpoint blockade. Previously, a PAX3-FOXO1 driven oncolytic adenovirus showed efficacy in an immuno-compromised fusion-positive RMS model. In fusion-negative, immuno-competent RMS models, oncolytic herpes viruses have been shown to improve survival when combined with anti-PD1 therapy, but combinational efficacy was only observed with sex-mismatched models and was never tested on fusion-positive RMS tumors in immunocompetent mice. What this study adds?We improved the specificity of the synthetic PAX3-FOXO1 targeted promoter. We also show, for the first time, efficacy of oncolytic herpes simplex virus-1 in immunocompetent mice harboring orthotopic PAX3-FOXO1-expressing RMS tumors. Our study also demonstrates improvement in survival efficacy in sex-matched tumors, whereas previous reports did not observe complete responses except when using sex-mismatched tumor models. How this study might effect research, practice, or policy?The synthetic promoter generated here can be used for future gene therapy or targeting efforts to study PAX3-FOXO1 or target PAX3-FOXO1 tumors. We observe anti-PD1 therapy benefits survival when paired with an oHSV, demonstrating oncolytic virus can sensitize PAX3-FOXO1 expressing RMS tumors to immunotherapy.

Cancer Biology↗

bioRxiv2026

FBXL21 regulates diurnal proteostasis and stress response by targeting DNAJB6 and client proteins

Circadian regulation of proteostasis, a key determinant of muscle health, remains poorly understood. Here, we identified DNAJB6, an Hsp40 (DnaJ) co-chaperone, as a substrate of the circadian E3 ligase FBXL21. FBXL21 mediated the ubiquitination-dependent proteasomal degradation of both DNAJB6 and its client proteins including Desmin; causative mutations of DNAJB6 in myopathies, however, rendered resistance to FBXL21-directed degradation. Fbxl21 KO C2C12 cells displayed aberrant accumulation of Desmin, and showed aggravated cytoplasmic accumulation of TDP-43, another DNAJB6 client protein, in heat shock response. Under timed exercise as a physiological stressor, WT mice displayed robust diurnal rhythms in the levels of stress granule markers (G3BP1 and FUS) and TDP-43 as a function of exercise timing. In contrast, the Fbxl21 hypomorph Psttm mutant mice showed elevated expression of these proteins without exercise, which was exacerbated under exercise-induced stress conditions; importantly, these abnormalities were rescued by skeletal muscle-specific FBXL21 expression. Our study elucidates a novel diurnal regulatory mechanism of skeletal muscle proteostasis via FBXL21 as a chaperone-linked E3 ligase, highlighting the FBXL21-DNAJB6 axis as a potential therapeutic target for myopathies.

cell biology↗

bioRxiv2026

Reference-free compound identification using computational prediction of molecular properties and multi-dimensional spectrometric measurements: a fentanyl case study

Mass spectrometry is used to identify chemicals to which humans are exposed, but it cannot directly determine molecular structures. Instead, structures are inferred by matching experimental spectra to libraries of spectra constructed from analyses of pure reference compounds. However, the chemical space of human exposures far exceeds the amount of experimental library spectra. Here, we evaluate a reference-free strategy for confident identification of unknown molecules. Using fentanyl as a case study, we created a suspect library of over 1 billion computationally predicted fentanyl analogs and predicted molecular properties through machine learning, molecular dynamics, and density functional theory. Multi-dimensional spectra from a blinded analysis of a mock fentanyl tablet were matched with the predicted library, yielding an average of three candidate structures per measured analog, with six exact identifications. This work emphasizes the promise of reference-free molecular measurements for assessing human exposure by merging computational predictions with high-dimensional measurements.

scientific communication and education↗

bioRxiv2026

Gut-derived metabolic reprogramming drives immune aging and tissue degeneration

Aging is characterized by changes in gut microbiome, metabolic imbalance and chronic inflammation, yet how these processes integrate to drive tissue degeneration remains poorly defined. Using age-related macular degeneration (AMD) as a model of tissue aging, we identify a diet-induced metabolic-immune axis that promotes systemic and retinal degeneration. In mice, a high-fat, cholesterol-enriched (HFC) diet induced perturbations in the gut structural integrity and microbiome repertoire, as well as systemic metabolic aging signatures, prominently marked by reduced circulating histidine. Plasma histidine levels were similarly decreased in AMD patients and inversely correlated with body mass index (BMI) in control donors. These diet-induced gut microbiome changes and subsequent metabolic alterations promoted peripheral innate immune reprogramming, with expansion of inflammatory neutrophils and monocytes that infiltrated the outer retina in a mouse model. Mechanistically, the gut-derived IGF1R/AKT2 signaling acts as a central regulator of global epigenetic remodeling and systemic immune aging under high-fat conditions in C. elegans. In a mouse model with an age-dependent dry AMD-like pathology, distinct retinal pigment epithelium (RPE) subpopulations exhibited downregulation of the histidine transporter SLC7A5, linking metabolic stress to activation of MIF/CD74-dependent inflammatory signaling between RPE and infiltrating immune cells. Histidine supplementation or AKT2 phospho-state modulation attenuated systemic immune activation and rescued retinal degeneration. These findings identify histidine-axis dysregulation as a mechanistic bridge between diet-induced microbiome changes, metabolic stress, immune aging, and retinal degeneration.

cell biology↗

bioRxiv2026

PREFERENTIAL INVASION OF DIFFERENTIATED BLADDER CARCINOMA CELLS BY FLAGELLATED GROUP B2 ESCHERICHIA COLI

Phylogenetic group B2 Escherichia coli is associated with urinary tract infections and other pathologies, but the basis for this phylogenetic skew is not understood. One aspect of urinary tract infections is binding to and entering uroepithelial cells. To test whether a phylogenetic skew exists for cell invasion, we examined invasion of 10 E. coli strains from three phylogenetic groups into CRL2169 and HTB-9 cells, which are derived from grade 1 and grade 2 bladder carcinomas, respectively. The top four strains that invaded CRL2169 were from group B2: three of these strains had more flagella gene transcripts than the other seven strains. The seven strains that invaded HTB-9 were from different phylogenetic groups. For the model uropathogenic group B2 strain UTI89, which expresses pili over flagella, loss of flagella or pili impacted invasion into CRL2169 to similar extents, but loss of pili had a greater effect on invasion into HTB-9 and a murine infection model than loss of flagella. A hyperflagellated variant of a group A strain did not invade either cell line better than the parental strain. Reported transcript differences, which were confirmed experimentally, showed that CRL2169 was more differentiated. The endocytosis stimulator tanshinone enhanced invasion into HTB-9, but not into CRL2169, which suggests differences in endocytic pathways and is consistent with differences in differentiation states. If the initial or recurring event in urinary tract infection is invasion into differentiated urothelial cells, as opposed to tight junctions, then the role of flagella may have been underestimated.

molecular biology↗

bioRxiv2026

Phosphatidylserine-Based Liposomes Encapsulating DMX-5804 Protect Against Doxorubicin-Induced Cardiotoxicity

Anthracycline induced cardiotoxicity is a significant problem for oncologists and cancer patients. The leading cause of non-cancer death in cancer patients and survivors is heart failure, which is frequently attributed to the exposure to chemotherapeutics like anthracyclines. The most notorious of these chemotherapies is doxorubicin, which causes cardiac contractile dysfunction that in some cases is irreversible. In this study, we report the development of NanoDMX, a phosphatidylserine-containing liposomal formulation of DMX5804, a small molecule inhibitor of MAP4K4, and demonstrate that its administration prevents doxorubicin-induced left ventricular dysfunction in mice. Additionally, we demonstrate that DMX-5804 protects cardiomyocytes in vitro through a combination of mechanisms outside of the expected route of suppressing the JNK pathway. Overall, we demonstrate that the use of NanoDMX, a novel liposomal system using both DMX-5804 and phosphatidylserine, can prevent the damage induced by doxorubicin over the course of a single high dose in vivo model.

bioengineering↗

bioRxiv2026

Transplantation of Human IPSC-derived Microglia Ameliorates Neuropathology and Circuit Dysfunction in Progranulin-Deficient Mice

Frontotemporal dementia (FTD) is a major cause of early-onset neurodegeneration characterized by progressive behavioral, emotional, and cognitive decline. Progranulin haploinsufficiency, a leading genetic cause of familial FTD, disrupts lysosomal function, lipid metabolism, autophagy, and neuroimmune signaling across multiple cell types. Increasing evidence indicates that microglia are particularly sensitive to progranulin loss, exhibiting elevated complement activation that contributes to TDP-43 proteinopathy and neuronal dysfunction. Here, we investigate the biological role of restoring progranulin exclusively within microglia by transplanting human induced pluripotent stem cell-derived microglia (iMG) into progranulin (Grn)-deficient mice. We find that wild-type, but not Grn-deficient, human iMG restore brain-wide progranulin levels, normalize microglial transcriptional states, and ameliorate pathological, functional, and behavioral phenotypes associated with progranulin loss. Because microglia are the only source of progranulin in this system, these findings demonstrate that microglial progranulin is sufficient to restore key aspects of cellular, circuit, and behavioral homeostasis in a progranulin-deficient FTD model. More broadly, this work highlights a central, microglia-intrinsic role for progranulin in maintaining brain function and provides a framework for dissecting microglia-specific mechanisms across FTD and related neurodegenerative disorders. One Sentence SummaryOur study demonstrates that xenotransplantation of wild-type human iPSC-derived microglia into progranulin-deficient mice mitigates core neuropathological, network-level, and behavioral features of Frontotemporal Dementia.

neuroscience↗

bioRxiv2025

Engineering cathepsin S selective chemical probes and antibody-drug conjugates through substrate profiling with unnatural amino acids

Cysteine cathepsins, particularly cathepsin S, are important regulators of proteolytic signaling in health and disease, including cancer progression and immune modulation. Despite their therapeutic relevance, selective chemical tools to study individual cathepsins remain limited due to overlapping substrate preferences. Here we present design of cathepsin S selective chemical probes and cathepsin S-cleavable antibody-drug conjugates (ADCs) through substrate profiling with unnatural amino acids. First, Hybrid Combinatorial Substrate Library (HyCoSuL) technology incorporating a broad spectrum of unnatural amino acids was applied to comprehensively investigate the substrate specificity of cathepsin S. This approach enabled the identification of highly selective tetrapeptide motifs that served as scaffolds for the design of optimized fluorogenic substrates, irreversible inhibitors, and fluorescent activity-based probes (ABPs). These tools demonstrated high selectivity toward cathepsin S over closely related family members in both biochemical and cellular settings. We then translated these findings to develop cathepsin S-activated ADCs, incorporating the optimized peptide motifs as protease-cleavable linkers for targeted payload release. Using these linkers, we further generated MMAE-based antibody-drug conjugates directed against HER-2 and the TROP-2 proteins, demonstrating cathepsin S-dependent cytotoxicity in HER-2-positive as well as HER-2-negative/TROP-2-positive breast cancer models. Finally, we employed anti-cathepsin S antibodies in combination with mass cytometry (CyTOF) to assess the spatial distribution of cathepsin S expression in breast cancer patient samples. By correlating cathepsin S levels with tumor-associated markers such as TROP-2 and HER-2, we identified potential co-expression patterns that support the rationale for personalized therapy using antibody-drug conjugates selectively activated by cathepsin S. This integrative approach provides a comprehensive platform for profiling cathepsin S activity at the molecular, cellular, and tissue levels, with broad implications for the development of precision therapeutics and diagnostic strategies in oncology.

cancer biology↗

bioRxiv2025

Neuronal APOE4 reduction with an APOE-I3-targeting ASO protects against neurodegeneration and neuroinflammation in an Alzheimer's disease mouse model

Apolipoprotein E4 (APOE4) is the strongest genetic risk factor for late-onset Alzheimers disease (AD). Within the central nervous system (CNS), APOE is produced by a variety of cell types, with differential roles in AD pathogenesis. Studies have shown that APOE4 produced by neurons plays a central role in promoting the development of major AD pathologies, including p-tau accumulation, neuroinflammation, and neurodegeneration, highlighting its role as an upstream initiating factor that affects other cell types and downstream AD-related pathologies. Here, we demonstrate that antisense oligonucleotides (ASOs) targeting APOE-I3, a neuron-specific splicing variant of APOE mRNA, effectively reduce APOE expression in neurons in vitro and in vivo. Treating PS19 tauopathy mice expressing APOE4 with this APOE-I3-targeting ASO reduces neuronal APOE4, rescues neurodegeneration, and diminishes neuroinflammation. Strikingly, the extent of neuronal APOE4 reduction predicts the efficacy of rescuing neurodegeneration. Single nucleus RNA-sequencing demonstrated that APOE-I3-targeting ASO treatment decreases disease associated neuronal and glial subtypes and increases a disease-protective microglial subtype. These findings suggest that preferential knockdown of neuronal APOE4 with an APOE-I3-targeting ASO protects against key hallmarks of AD pathology, elucidating a potential therapeutic approach for treating APOE4-driven AD.

neuroscience↗

bioRxiv2025

Identification and characterization of host-modulating effectors encoded by the Cluster F1 mycobacteriophage NormanBulbieJr

NormanBulbieJr (NBJ) is a temperate siphovirus isolated on the host Mycobacterium smegmatis mc2155 that encodes 102 gene products, 60 of which have no known function (NKF). Based on gene content, NBJ is classified as a Cluster F, Subcluster F1 phage and shares 70% of its encoded gene phamilies with Girr, another F1 mycobacteriophage that was recently analyzed in a genome-wide overexpression screen and found to encode 29 diverse gene products capable of inhibiting growth of M. smegmatis. Similar functional screens in other mycobacteriophages have uncovered a growing repertoire of diverse, phage-encoded bacterial growth inhibitors, providing prime candidates for dissecting novel bacterial-phage interactions. An arrayed overexpression library encoding all 102 genes was constructed and systematically screened using a plate-based cytotoxicity assay, identifying 29 genes that inhibit mycobacterial growth. Because mycobacteriophage genomes are also known to encode systems involved in phage-phage competition, we conducted additional phage defense assays for a subset of NBJ genes in our library. This analysis confirmed homotypic immunity by the predicted immunity repressor and identified gp45 as a second defense factor that protects against Cluster F phages and promotes NBJ lysogen stability. Additional mechanistic analyses indicate that gp45 functions in a secretion-dependent manner, acting after phage adsorption to reduce productive infection and early phage transcript accumulation. Escape mutant and bacterial two-hybrid analyses implicate Cluster F tape measure proteins as the likely target of gp45, consistent with disruption of an early step in phage genome delivery. Finally, we extended our analysis to explore the essentiality of all identified host-modulating genes in the NBJ life cycle, using CRISPR-enhanced recombineering to generate phage deletion mutants, revealing two host modulators that are critical for lytic growth. Conducted as part of the SEA-GENES undergraduate research consortium, this study adds to a growing functional genomics resource and provides new insights into the complex interactions between phage gene products and the mycobacterial host cell.

microbiology↗

bioRxiv2025

Endogenous Osteocyte-Osteoclast Signaling Enables Growth Factor-Free Bone Remodeling, Drug Response, and Cancer Invasion in a Nanoscale Calcified Bone-on-a-Chip Model

Bone homeostasis depends on spatially orchestrated interactions among osteoclasts, osteoblasts, and osteocytes that are embedded within a unique extracellular matrix that is mineralized on the nanoscale. Reconstructing these interactions to enable autonomous cell differentiation and tissue remodeling has remained a significant challenge towards mimicking adequate bone physiology and disease in-vitro. Here, we present an engineered model that spatially defines the paracrine communication of heterogeneous cell populations within bone tissue that supports the rapid maturation of primary osteoblasts into osteocytes, the differentiation of immune cells into osteoclasts, and calcified tissue resorption within a mineralized cell-laden bone-like tissue. We demonstrate that nanoscale mineralization of cell-laden collagen hydrogels on-a-chip enhances osteoblast to osteocyte differentiation, whereas osteocytes in the matrix accelerate osteoclastogenesis and remodeling in a spatially defined manner without the need for exogenous growth factors. Osteocyte-dependent osteoclastogenesis on-a-chip outperformed conventional stimulation with RANKL and M-CSF, reproduced the clinical response of anti-resorptive drugs, and mimicked established tumor-bone interactions observed in invasive oral cancer. By replicating essential aspects of bone composition and function, this system provides a robust, self-regulated microphysiologic model to investigate bone remodeling, cancer-bone crosstalk, and therapeutic interventions.

bioengineering↗

bioRxiv2025

Neuronal APOE4 drives damaging lipid accumulation via contact-dependent neuron-oligodendrocyte-microglia interaction in Alzheimer's disease

Apolipoprotein E4 (APOE4) confers the greatest genetic risk for developing Alzheimers disease (AD). With APOE4 broadly expressed in the brain, its cell-type-specific roles in AD pathogenesis are only beginning to be defined. Here, we show that neuronal APOE4 expression drives damaging lipid accumulation in hippocampal neurons, oligodendrocytes, and microglia, with preferential buildup of peroxidized lipids in microglia in a tauopathy mouse model. Neuron-specific removal of APOE4 abolished this lipid phenotype, whereas neuron-specific expression of APOE4 was sufficient to recapitulate it, demonstrating that neuronal APOE4 is both necessary and sufficient for lipid accumulation. Strikingly, the association between lipid burden, microgliosis, and neurodegeneration was strongest in mice with neuron-specific APOE4 expression. Single-nucleus RNA sequencing revealed neuronal APOE4-vulnerable neuron populations, as well as enrichment of disease-associated microglia and oligodendrocytes, all promoting lipid pathology. Primary mouse co-culture experiments showed that neuronal APOE4 drives microglial lipid accumulation via contact-dependent mechanisms involving uptake of lipids from neurons and oligodendrocytes. These findings establish neuronal APOE4 as a key driver of lipid accumulation via neuron-oligodendrocyte-microglia interactions, providing mechanistic insight into APOE4-driven lipid pathology in AD.

neuroscience↗

bioRxiv2025

Neuronal APOE4 alone is sufficient to drive tau pathology, neurodegeneration, and neuroinflammation in an Alzheimer's disease mouse model

Apolipoprotein E4 (APOE4), the strongest genetic risk factor for late-onset Alzheimers disease (AD), exacerbates tau tangles, amyloid plaques, neurodegeneration, and neuroinflammation--the pathological hallmarks of AD. While astrocytes are the primary producers of APOE in the CNS, neurons increase APOE expression under stress and aging. Prior work established that neuronal APOE4 is essential for AD pathogenesis, but whether it is sufficient to drive disease remained unknown. We generated a PS19 tauopathy mouse model selectively expressing APOE4 in neurons. Neuronal APOE4 alone proved sufficient to promote pathological tau accumulation and propagation, neurodegeneration, and neuroinflammation to levels comparable to a tauopathy model with human APOE4 knocked-in globally. Single-nucleus RNA sequencing further revealed similar transcriptomic changes in neurons and glia of both models. Together, these findings demonstrate that neuronal APOE4 alone can initiate and propagate AD pathologies, underscoring its pivotal role in disease pathogenesis and its potential as a therapeutic target.

neuroscience↗

bioRxiv2025

Sex-Specific Induction of H3K27me1 in the Prefrontal Cortex Mediates the Enduring Effects of Early Life Stress

Early life stress (ELS) is a strong risk factor for several neurodevelopmental and psychiatric disorders and is associated with persistent molecular alterations in corticolimbic regions, including the prefrontal cortex (PFC). Here, we combined unbiased proteomics profiling and viral-mediated gene transfer to characterize the enduring epigenetic changes in the PFC of male and female mice previously exposed to ELS. We found that ELS induced sex-specific and age-dependent accumulation of monomethylation of lysine 27 at histone H3 (H3K27me1), with a transient increase in adolescent females, and a delayed but enduring effect in adult males. ELS-induced H3K27me1 accumulation in the PFC involved changes of SUZ12, a subunit of the polycomb repressive complex 2 (PRC2), which controls H3K27 methylation patterns. Indeed, expression of the catalytic domain of SUZ12, VEFS, in PFC neurons during adolescence led to sex differences in social and cognitive alterations in adulthood. Together, our results demonstrate that H3K27me1 functions as a "chromatin scar" in the PFC, where it mediates lifelong susceptibility to ELS in a sex-specific manner.

neuroscience↗

bioRxiv2025

Deep learning-based joint sequence-structure de novo membrane protein design

Deep learning has revolutionized soluble protein design, yet de novo transmembrane (TM) protein engineering remains hindered by scarce structural data, complex membrane-specific interactions and conformational dynamics. We developed TMDiffusion (TMDF), a joint all-heavy-atom sequence-structure diffusion model trained to capture the full interaction diversity of natural TM proteins, including weak and polar contact networks. TMDF designs diverse TM architectures--associating domains, inhibitors, and conformational switches--in a single step, achieving >70% experimental success. A crystal structure of designed proteins matches predictions with atomic accuracy. Leveraging TMDF, we built synthetic single-pass receptors whose de novo TM domains toggle between conformations, enabling precise control of signalling outputs consistent with predicted equilibria. These results show that membrane-adapted DL models can accurately encode and program TM association energetics and conformations. TMDF establishes a general framework for bottom-up design of TM proteins with programmable functions, advancing both mechanistic studies of membrane proteins and development of next-generation therapeutics.

biophysics↗

bioRxiv2025

Bipartite chromatin recognition by Hop1 from two diverged holozoa

In meiosis, ploidy reduction is driven by a complex series of DNA breakage and recombination events between homologous chromosomes, orchestrated by meiotic HORMA domain proteins (HORMADs). Meiotic HORMADs possess a central chromatin binding region (CBR) whose architecture varies across eukaryotic groups. Here, we determine high-resolution crystal structures of the meiotic HORMAD CBR from two diverged aquatic holozoa, Schistosoma mansoni and Patiria miniata, which reveal tightly-associated PHD and winged helix-turn-helix (wHTH) domains. We show that PHD-wHTH CBRs bind duplex DNA through their wHTH domains, and identify key residues that disrupt this interaction. Combining experimental and predicted structures, we show that the CBRs PHD domains likely interact with the tail of histone H3, and may discriminate between unmethylated and trimethylated H3 lysine 4. Finally, we show that holozoa Hop1 CBRs bind nucleosomes in vitro in a bipartite manner involving both the PHD and wHTH domains. Our data reveal how meiotic HORMADs with PHD-wHTH CBRs can bind chromatin and potentially discriminate between chromatin states to drive meiotic recombination to specific chromosomal regions.

biochemistry↗