Biology subjects

Choi, J.

Publications and source records attributed to Choi, J..

At least 55 records · Page 3Linked to original sources

bioRxiv2026

Single-cell full-length transcriptome of human lung reveals genetic effects on isoform regulation beyond gene-level expression

Genetic regulation of splicing uniquely contributes to trait-associated genome-wide association studies (GWAS) signals. However, quantitative trait loci (QTL) analysis using short-read sequencing of bulk tissues fails to capture full-length and cell-type-specific isoforms. Here, we present an isoform-level lung cell atlas from 129 never-smoking Korean women using single-cell long-read RNA-sequencing, identifying abundant unannotated and cell-type-specific isoforms. Isoform-level signatures of 37 lung cell types display a larger difference and therefore improve cell-type classification compared to gene-level expression. Notably, isoform-QTLs (isoQTLs) detect unannotated and/or cell-type-specific isoforms with independent genetic regulation from expression-QTL (eQTL), supported by enriched splicing functional elements. IsoQTLs nominate susceptibility isoforms from previously unexplained lung function and cancer GWAS loci, via eQTL-independent signals. We highlight a potentially functional novel variant of PPIL6 in multiciliated cells underlying lung cancer risk through alternative splicing. This isoform-level resource advances our understanding of cell-type-specific isoform regulation and its contribution to lung traits and diseases.

genetics↗

bioRxiv2026

A single-cell and spatial atlas of prostate cancer reveals the combinatorial nature of gene modules underlying lineage plasticity and metastasis

Prostate cancer encompasses a spectrum of disease states driven by complex cellular heterogeneity. To delineate the transcriptional programs underlying lineage plasticity and metastasis, we constructed a comprehensive single-cell atlas of 128 patients, spanning localized, castration-resistant, and metastatic disease. Lineage plasticity was prevalent in localized disease, with subsets of tumor cells adopting distinct basal-like and club-like states. Luminal-like cancer cells also displayed extensive lineage infidelity, defined not by a binary loss of identity but by the combinatorial erosion of luminal gene modules associated with higher grade and stage. In the metastatic setting, gene program association analysis (GPAS) identified a broad induction of cell-cycle gene modules across organ sites as well as an induction of organ-specific gene modules, including osteomimetic signaling in bone, neuro-migratory genes in brain, and erythroid-like transitions in liver. Neuroendocrine prostate cancers (NEPCs) were not monolithic but defined by combinations of NE-associated gene modules including a novel HES6 program. Notably, these modules were detected at intermediate levels in localized samples, suggesting molecular plasticity precedes histological transformation. We also developed a refined NE signature that could distinguish NEPC tumors more accurately than previously published signatures. Within the tumor microenvironment (TME), we observed an elevation of pro-inflammatory Th17 T-cells in African American patients and identified a rare Schwann cell population. Finally, we present PCformer, a transformer-based foundation model trained on >500,000 cells to automate cell-state classification. Together, this comprehensive atlas demonstrates the complex nature of gene modules underlying lineage infidelity and plasticity in cancer cells and highlights distinct immune and stromal populations within the tumor ecosystem.

genomics↗

bioRxiv2026

Single-cell lung eQTL dataset of Asian never-smokers highlights the roles of alveolar cells in lung cancer etiology

Single-cell expression quantitative trait loci (sc-eQTL) analyses are powerful in identifying context-specific susceptibility genes from genome-wide association studies (GWAS) loci. However, few studies have comprehensively investigated cells of lung cancer origin in non-European populations. Here, we built a lung sc-eQTL dataset from 129 Korean women never-smokers with epithelial cell enrichment. eQTL mapping identified 2,229 genes with an eQTL in 33 cell types, including East Asian-specific findings when compared to predominantly European datasets. Integration with single-cell chromatin accessibility data demonstrated an enrichment of cell-type specific eQTLs in cell-type matched candidate enhancers, while shared eQTLs were more frequently found near promoters. Colocalization and transcriptome-wide association study unveiled 36 susceptibility genes from 22 cell types in 22 lung cancer loci, including 10 loci not achieving genome-wide significance in prior GWAS. Around 47% of these genes were from cells of the alveoli, underscoring their importance, especially in lung adenocarcinoma (LUAD) susceptibility. Focusing on the trajectory of alveolar epithelial cell regeneration, we detected 785 cell-state-interacting QTLs, which overlapped with 28% (10) of the identified susceptibility genes. Finally, we experimentally validated East Asian-and alveolar type 2 cell-specific eQTL of TCF7L2 underlying East Asian LUAD locus, 10q25.2. Consistent with its role as a Wnt/{beta}-catenin effector, TCF7L2 displayed significant effect on lung adenocarcinoma cell growth. Our data highlighted context-specific susceptibility genes, especially from alveolar cells of lung, contributing to lung cancer etiology.

genetics↗

bioRxiv2026

Interferon-α and -β subtypes have temporally distinct roles in containing viral spread and protecting vital organs.

Type I interferons (IFN-Is), including a single IFN-{beta} and over a dozen IFN-s, induce the anti-viral state. In vitro, IFN-{beta} transcription requires the assembly of the "enhanceosome" composed of the constitutive transcription factors NF-{kappa}B and AP-1, and either constitutive IRF3 or IFN-I-inducible IRF7. IRF3 and IRF7 transcribe mouse IFN-4 and human IFN-1/13. Only IRF7 transcribes other IFN-s. How IFN-I subtype multiplicity and their differential constitutive/IFN-I-inducible versus only IFN-I-inducible transcription help control viruses in vivo remains unknown. Using novel genetically modified mice, we demonstrate that most or all IFN-I subtypes, regardless of their transcriptional control, are necessary to curb the systemic dissemination of lymph-borne ectromelia virus (ECTV) but do not necessarily suppress ECTV or West Nile Virus (WNV) replication in the liver or the brain, or promote survival to their infection. Individually, the most critical IFN-I subtype to survive ECTV and WNV infections is IFN-{beta}. IFN-4 potentiates IFN-{beta} but is not essential. PRDII, the IFN-{beta} promoters NF-{kappa}B binding site, which is required for enhanceosome assembly, is dispensable for in vivo IFN-{beta} production but complements IRF7-IFN-{beta} transcription to restrain ECTV and WNV. IFN-{beta} alone protects IFN--deficient mice from ECTV but not from WNV lethality. Control of WNV replication in the brain successively requires IFN-, IFN-{beta}, and then PRDII-dependent IFN-{beta}, suggesting that brain protection requires IFN-I production by various cell types and pathways. Thus, contrary to the prevailing view, in vivo, IFN-{beta} does not function earlier than IFN-, and IFN-I subtypes non-redundantly cooperate to restrain viruses in the periphery and in vital organs.

immunology↗

bioRxiv2026

An Organotypic Oral Squamous Cell Carcinoma Model Recapitulates Epithelial-Stromal Complexity at Single-cell Resolution and Reveals Matrix-derived Signalling as a Therapeutic Target.

Three-dimensional (3D) organotypic cultures recapitulate key structural features of oral tumours and provide controlled, ethical, and reproducible research platforms. However, their ability to faithfully recapitulate in vivo tissue composition and their translational relevance require rigorous validation. Here, we characterised a head and neck squamous cell carcinoma (HNSCC) model using single-cell RNA sequencing to assess maturation, cellular heterogeneity, functionality, and inter- and intra-tissue interactions within epithelial and stromal compartments. The epithelial layer of the model differentiated into populations closely resembling the tissue of tumour origin, including dividing and precursor cells, heterogeneous basal layer, suprabasal cells, and metabolically specialised populations. All epithelial lineages emerged from proliferative progenitors, driven by dynamic transcription factor programmes. The collagen-rich stroma contained functionally diverse fibroblasts reflecting the heterogeneity of cancer-associated fibroblasts in vivo, including dividing, matrix-producing, immune-responsive, and tumour-like populations. Importantly, extensive epithelial-stromal communication networks developed, essential for cancer epithelium maintenance and tumour microenvironment regulation. Matrix-derived signals, particularly fibronectin, osteopontin, and laminins, constituted dominant inputs to CD44-expressing cancer cells and are associated with patient survival in HNSCC, highlighting potential therapeutic targets. Overall, this organotypic HNSCC model exhibits high functional fidelity, captures key tumour elements relevant for therapy and resistance and brings confidence in non-animal drug testing.

cancer biology↗

bioRxiv2026

Self-amplifying RNA-based CAR T cell therapy with enhanced duration and multi-genic logic function

Chimeric antigen receptor T (CAR-T) cell therapy is transforming the treatment landscape of hematological malignancies. However, manufacturing with integrating viral vectors is costly, slow, and carries risks including insertional mutagenesis, prolonged B cell aplasia, and other long-term toxicities. Expression of CAR with mRNA can reduce cost, manufacturing timelines, and improve safety. However, the short-lived expression necessitates frequent repeat dosing. Here, we describe a modified self-amplifying RNA (saRNA) platform for engineering CAR T cells with prolonged CAR expression and enhanced durability of tumor control relative to mRNA CAR T cells. In an acute lymphoblastic leukemia (ALL) xenograft model, saRNA CAR T cells achieve superior tumor suppression and prolong survival. Further, a single-strand modified saRNA supports the co-expression of multiple proteins, enabling the construction of advanced CAR systems, such as OR- and AND-gated logic CAR T cells. Together, these results highlight saRNA as a powerful and versatile platform for CAR T cell engineering with favorable safety, efficacy, and accessibility.

bioengineering↗

bioRxiv2026

Cellular Senescence Drives Zinc Accumulation and Transporter Dysregulation in Intestinal Epithelial Cells

Zinc is essential for life, and its regulation is tightly controlled by numerous transporters. As we age, our micronutrient levels, intake, and absorption change. Additionally, senescent cells increase with age and can contribute to the progression of age-related diseases. The study of Zn homeostasis in senescent intestinal cells is a relatively unexplored area that we aimed to investigate. Using two models to induce senescence in intestinal epithelial cells--etoposide treatment and {gamma}-irradiation--we observed that Zn levels increased in the cells, likely due to the upregulation of Zn transporters ZIP4 and ZnT7. This upregulated Zn seems to accumulate in the Golgi apparatus, and when Zn accumulation is blocked through chelation, a rescue effect occurs, marked by a decrease in senescence markers. This research emphasizes the role of Zn in senescent cells and its possible involvement in the development of senescence and the disrupted Zn homeostasis seen with aging.

cell biology↗

bioRxiv2026

Biochemical regulation of Arabidopsis PUB33: a receptor-like cytoplasmic kinase with an integrated U-box domain that ubiquitinates Ralstonia pseudosolanacearum effector protein RipV1

Plant immunity relies on the detection of microbes and the rapid activation of intracellular defense pathways. Catalyzed by protein kinases and E3 ubiquitin ligases, respectively, phosphorylation and ubiquitination are among the most abundant post-translational modifications that regulate immune pathways. It has been well established that members of the receptor-like cytoplasmic kinase (RLCK) and plant U-box E3 ligase (PUB) families are critical components of plant immune signaling. Interestingly, a group of proteins that contain both an RLCK domain and a PUB domain has been conserved throughout plant evolution, referred to as subgroups RLCK-IXb and PUB-VI within their respective families. While very little is known about these proteins, evidence from multiple independent studies indicates that orthologous PUB-VI/RLCK-IXb proteins in potato, tomato, Nicotiana benthamiana, and Arabidopsis thaliana associate with diverse pathogen effectors from the oomycete pathogen Phytophthora infestans, bacterial pathogen Ralstonia pseudosolanacearum, and the mirid bug Apolygus lucorum, suggesting that they may be critical virulence targets or components of the immune response. However, the biochemical activities of these proteins and how they contribute to plant health remain poorly defined. Here, we introduce the PUB-VI/RLCK-IXb clade in Arabidopsis, focusing on PUB32, PUB33, and PUB50. We show that PUB33 exhibits dual kinase and E3 ubiquitin ligase activities that are inversely regulated by autophosphorylation at Thr333. PUB33 forms homomers and heteromers with PUB32 which attenuate PUB33 catalytic activity. Although we did not observe clear defects in innate immune signaling in pub32, pub33, or pub50 mutants, we found that overexpression of PUB33 can suppress cell death triggered by the R. pseudosolanacearum effector RipV1 in N. benthamiana. Moreover, PUB33 directly ubiquitinates RipV1 in vitro and reduces RipV1 accumulation in planta, suggesting that it functions as part of the immune response against R. pseudosolanacearum.

plant biology↗

bioRxiv2026

immgenT: A Comprehensive Reference of Convergent T-cell States in the Mouse

The immgenT collaborative project generated a comprehensive molecular atlas of T cells spanning virtually all mouse organs and disease states, profiling ~800,000 cells from 750 samples with RNA, 128-plex surface protein, and {beta}TCR sequence. Applying a deep generative model to joint RNA and protein data defined the landscape of T-cell states organized into eight lineages and 107 robust clusters, integrating similar cells from different contexts, and resolving prior nomenclatures. Analysis of effector molecules, transcription factors and modules showed that both immunological functions and regulatory programs are shared across cell states. This framework provides a stable, reusable reference, demonstrated by computationally integrating 16 external datasets from diverse biological contexts. A set of public web tools supports browsing of these data and mapping of any dataset onto the immgenT framework. These results propose a molecular classification of T cells organized around a set of shared states reused across immunological contexts.

immunology↗

bioRxiv2026

Intramuscular Adipose Tissue Accumulation is a Key Determinant of Limb Function in Peripheral Artery Disease

BackgroundPeripheral artery disease (PAD) and its severe form, chronic limb-threatening ischemia (CLTI), significantly impair blood flow to the lower extremities, affecting millions of adults globally. Intramuscular adipose tissue (IMAT) and fibrosis accumulation distinguish patients with CLTI from those with mild PAD, suggesting a role in CLTI pathobiology. However, the functional consequences of IMAT in CLTI remain unclear. MethodsWe compared gastrocnemius muscle samples from patients with PAD/CLTI, intermittent claudication, and non-PAD individuals. We analyzed bulk RNA sequencing, proteomic, lipidomic, and single-cell/nucleus RNA sequencing datasets. Additionally, we used murine models of hindlimb ischemia (HLI) with genetic manipulation of Ppar{gamma}, a key adipogenic transcription factor, specifically in fibro-adipogenic progenitor cells (FAPs), the cellular source of IMAT, to modulate IMAT formation and assessed the impact on limb function and pathology. ResultsPatients with CLTI exhibited significantly elevated expression of adipogenic genes and proteins in muscle specimens when compared to non-PAD controls. Murine models showed that increasing IMAT formation significantly worsened ischemic limb muscle strength and work output. In contrast, preventing IMAT formation significantly improved ischemic limb muscle strength and work output. These findings were consistent across both male and female mice, although females had greater tendency to form IMAT compared with male mice. ConclusionsIMAT accumulation is a key determinant of limb function in PAD/CLTI. Our studies demonstrate that targeting IMAT formation could improve limb function in mice with experimental PAD. Together, these findings suggest that developing strategies to limit or reduce IMAT may improve limb function and walking performance in patients with PAD/CLTI, providing a novel therapeutic avenue to address a critical unmet need. CLINICAL PERSPECTIVEO_ST_ABSWhat is new?C_ST_ABSO_LIIntramuscular adipose tissue accumulation (IMAT) distinguishes patients with chronic limb-threatening ischemia from those with milder peripheral artery disease or those without PAD and directly impairs ischemic limb muscle function. C_LIO_LIGenetic gain- and loss-of-function mouse models demonstrate that increasing IMAT worsens, while preventing IMAT formation improves, ischemic limb strength and performance independent of perfusion. C_LIO_LIAdipogenic signatures in human calf muscle negatively correlates with muscle strength and disease severity, identifying IMAT as a functional biomarker and modifiable target in PAD/CLTI. C_LI What are the clinical implications?O_LIIMAT accumulation represents an underappreciated, non-vascular mechanism contributing to leg dysfunction in PAD/CLTI. C_LIO_LITherapies aimed at limiting or reversing IMAT formation may improve leg strength and walking performance in patients with PAD/CLTI, addressing a critical unmet clinical need. C_LIO_LIIdentifying and targeting cellular pathways regulating IMAT formation from fibro-adipogenic progenitors may complement vascular interventions to enhance functional recovery after revascularization. C_LI

physiology↗

bioRxiv2026

4-Hexylresorcinol Enhances Skeletal Muscle Glucose Handling through the AMPK-GLUT4 axis in Diabetic Rats

BackgroundSkeletal muscle insulin resistance in diabetes is characterized by impaired GLUT4 availability and dysregulated AMP-activated protein kinase (AMPK) signaling. We investigated whether 4-hexylresorcinol (4HR) modulates glucose metabolism and AMPK-acetyl-CoA carboxylase (ACC)-GLUT4 signaling in vitro and in streptozotocin (STZ)-induced diabetic rats. MethodsDifferentiated C2C12 myotubes were treated with 4HR (0.1-10 {micro}M) and assessed for glucose uptake, GLUT4 translocation, protein stability, proteasome involvement, and AMPK/ACC phosphorylation. In vivo, streptozotocin (STZ)-induced diabetic rats received subcutaneous 4HR (10 mg{middle dot}kgL{superscript 1}, 5 times/week for 7 weeks). Glycemic control, insulin secretion, muscle glycogen content, and serum protein profiles were evaluated. Results4HR markedly increased glucose uptake (>5-fold vs. control, p<0.05), accompanied by increased phosphorylation of AMPK (Thr172) and ACC (Ser79), and redistribution of GLUT4 toward the cell periphery. Cycloheximide chase and proteasome inhibition experiments indicated partial stabilization of GLUT4. In diabetic rats, 4HR reduced fasting glycemia, improved glucose tolerance, elevated circulating insulin, and restored glycogen-rich fibers in skeletal muscle. Serum profiling revealed a metabolic and anti-inflammatory shift, with increased AMPK, p-ACC, GLUT1, LGR4, LDHA, and PGC-1, alongside suppression of NF-{kappa}B and TNF-. Conclusion4HR improves skeletal muscle glucose metabolism in STZ-induced diabetes, associated with activation of AMPK-ACC signaling, preservation of GLUT4 expression, and restoration of glycogen content. These findings highlight 4HR as a promising candidate for further investigation in diabetic muscle dysfunction and metabolic disease.

molecular biology↗

bioRxiv2026

YAP activation reverses aging-related visual dysfunction caused by impaired cell-matrix adhesion

Cellular senescence of retinal pigment epithelium (RPE) cells drives age-related visual decline, particularly in the pathology of age-related macular degeneration (AMD). While genome-wide association studies (GWAS) have identified genetic risk factors underlying AMD, the molecular mechanisms governing RPE senescence remain unclear. Here, single-cell RNA sequencing of young and old mouse RPE revealed dysregulated cell-matrix adhesion as a key feature of senescence, consistent with transcriptional changes in AMD patients. Hydrogel-based experiments confirmed that impaired integrin-mediated adhesion induces RPE senescence. Yes-associated protein 1 (YAP), a crucial mechanotransducer, mediated the protective effects of cell-matrix adhesion, and its activation alone reversed aging phenotypes in senescent RPE cells. Notably, treatment with TRULI, a small-molecule YAP activator, significantly improved visual function in AMD and naturally aged mice. These findings highlight the integrin-YAP mechanotransduction pathway as a fundamental regulator of RPE senescence and a potential therapeutic target for AMD.

physiology↗

bioRxiv2026

Functional characterization of a multi-cancer risk locus on chromosome band 2q33.1 near CASP8

Genome-wide association studies (GWAS) of melanoma have identified numerous susceptibility loci. However, causal genes and variants underlying risk have yet to be established for most. It is becoming apparent that many functional variants underlying complex traits act via cis-regulation that may be context-specific, dependent on availability of specific transcription factors/complexes in specific cell types and cell-states. To characterize a risk locus on chromosome band 2q33.1 associated with melanoma, breast cancer, and keratinocyte cancers, we integrated fine-mapping, cell-type specific expression quantitative trait locus (eQTL) analysis, a massively parallel reporter assay, individual luciferase assays, and SNP-based proteomics. Integrated analysis implicates the presence of multiple functional variants lying primarily within a promoter for CASP8. A haplotype containing rs3769823 appeared have the largest effect on expression. Strikingly, both tumor/normal context and this risk-associated haplotype play critical roles in mediating allelic cis-regulatory activity. Quantitative mass spectrometry for rs3769823 identified both E4F1, a transcriptional repressor, and IRF2, a transcriptional activator, as binding preferentially to risk-associated rs3969823-A. The binding of these transcription factors was validated via EMSA, supershift, and chromatin immunoprecipitation (ChIP) assays. The relative levels of E4F1 and IRF2 differ by cell-type and play a role in mediating transcriptional activity in a cell-type specific manner. Our results indicate that the top credible causal set variant rs3769823 likely influences expression of CASP8 and FLACC1 in a cell-type specific manner and may be a relevant functional variant for multiple cancers associated with this locus.

genetics↗

bioRxiv2025

Chronic alcohol exposure drives inflammaging and transposon derepression in hematopoietic stem and progenitor cells

Chronic alcohol use can cause pancytopenia and diminished immune responses against pathogens. However, its underlying molecular mechanisms remain unclear. Furthermore, whether chronic alcohol consumption directly induces inflammation in human hematopoietic stem progenitor cells (HSPCs) or whether it affects aging hematopoiesis differently is unknown. To examine how chronic alcohol use influences HSPCs, we performed single-cell RNA-seq in murine and human HSPCs and single-cell ATAC-seq in aged murine HSPCs following alcohol exposure. In the native murine bone marrow, chronic alcohol exposure primed HSPCs to differentiate into myeloid cells and to exhibit heightened inflammation, DNA damage, and epigenetic reactivation of transposable elements (TEs) in an age-dependent manner. Alcohol-exposed aged long-term hematopoietic stem cells (LT-HSCs) displayed increased chromatin accessibility at TE-containing loci correlated with aberrant TE transcription. This transposon derepression was associated with the accumulation of dsRNAs in aged bone marrow cells, and activation of innate immune pathways, perpetuating HSC inflammaging. Furthermore, we identified two epigenetically distinct LT-HSC clusters, LT-HSC1 and LT-HSC2, with the LT-HSC2 cluster expanding in response to chronic alcohol consumption, resembling activated HSCs. In xenotransplanted human HSPCs, chronic alcohol feeding resulted in a significant myeloid bias, heightened inflammation, upregulation of double-stranded RNA (dsRNA) sensors, activation of type I interferon responses, and increased expression of endogenous retroviruses. Despite these molecular alterations, we did not observe a decrease in long-term repopulation capacity in either human or murine HSCs. This suggests that HSC function may recover following alcohol cessation. However, previous chronic alcohol exposures imprint murine HSPCs to exhibit long-term myeloid bias and reduced cell cycle entry upon bacterial LPS challenge. Our data illuminate potential interactions between alcohol and aging that can reinforce inflammaging and epigenetic dysregulation in HSPCs. KeypointsO_LIAging perpetuates alcohol-induced myeloid bias, inflammation, DNA damage, and TE upregulation in murine HSPCs C_LIO_LIPrior chronic alcohol consumption does not affect long-term repopulation but causes persistent myeloid bias and inefficient stress responses after LPS challenge C_LIO_LIChronic alcohol consumption alters chromatin accessibility in TE-overlapping regions C_LIO_LIChronic alcohol consumption promotes myeloid bias, inflammation, and upregulation of endogenous retroviruses in xenotransplanted human HSPCs. C_LI Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=129 SRC="FIGDIR/small/696246v2_ufig1.gif" ALT="Figure 1"> View larger version (26K): org.highwire.dtl.DTLVardef@e0357aorg.highwire.dtl.DTLVardef@1d702fdorg.highwire.dtl.DTLVardef@10553ddorg.highwire.dtl.DTLVardef@c4e62e_HPS_FORMAT_FIGEXP M_FIG C_FIG

immunology↗

bioRxiv2025

From iPSCs to NPCs to cortical neurons: bioenergetic, neuronal, and calcium signaling phenotypes in bipolar disorder with and without familial mitochondrial disease

BackgroundPsychiatric disorders frequently accompany primary mitochondrial diseases (PMDs), implicating mitochondrial dysfunction as a shared biological substrate for psychiatric vulnerability. To determine how familial mitochondrial risk influences neuronal development in bipolar disorder (BD), we generated induced pluripotent stem cells (iPSCs), neural progenitor cells (NPCs), and cortical neurons (CNs) from three healthy controls (CT), three patients with BD, and three patients with BD and a family history of mitochondrial disease (BD-FMD). MethodsAcross differentiation, we assessed mitochondrial function (ATP production, mitochondrial membrane potential, ROS generation, cytosolic cell-free mtDNA), metabolomic signatures, calcium imaging, and neuronal electrophysiological activity through multi-electrode arrays (MEA). ResultsBD neurons uniquely exhibited pronounced hyperexcitability in comparison to CT and BD-FMD groups. The BD-FMD group displayed prolonged mitochondrial calcium transients, altered membrane potential, and aberrant ROS, in comparison to CT and BD, consistent with a sustained energetic deficit. Metabolomic profiling revealed distinct pathway enrichments in BD and BD-FMD, indicating divergent bioenergetic adaptations to mitochondrial burden. ConclusionsOur findings reveal that familial mitochondrial liability actively reshapes neuronal differentiation and function, producing distinct trajectories of mitochondrial performance, calcium signaling, and network excitability. These results suggest that mitochondrial dysfunction in BD is not a secondary byproduct of illness, but a mechanistic contributor to altered neuronal energetics and communication. Together, these findings delineate how inherited mitochondrial vulnerability reshapes neuronal excitability and metabolism, revealing bioenergetic phenotypes that may inform precision stratification and therapeutic targeting in BD.

neuroscience↗

bioRxiv2025

HSTLI, a Dataset of Human Semen Time-lapse Images for Detection, Tracking, and Motility Parameters Analysis

We present HSTLI, a dataset of Human Semen Time-Lapse Images acquired using two microscopy systems. These were (i) a commercial Computer-Assisted Semen Analysis (CASA) system and, (ii) an optical microscope. The dataset contains samples from 51 healthy male participants and includes 3,266 video clips (approximately 27 hours of imagery). A subset of the clips from both systems was manually annotated with bounding boxes around each visible sperm head, thereby establishing ground truth for detection, tracking, and motility analysis. Specifically, 14 CASA clips and 20 optical-microscope clips (each consisting of 900 frames) were labeled, yielding 29,950 annotated frames and roughly 1.4 million sperm annotations. The dataset also includes thousands of unlabeled clips captured under varying preparation conditions (washed vs. unwashed), dilution levels, magnifications, and regions of interest. When available, motility parameter reports are provided from either clinical technicians or CASA outputs. We demonstrate the use of this dataset in two example applications, (i) automated sperm detection and tracking using YOLOv5 and SORT, and (ii) visualizations of motility parameters. HSTLI offers a comprehensive benchmark for developing and evaluating algorithms for sperm detection, tracking, classification, and motility assessment.

bioengineering↗

bioRxiv2025

Scalable and Adaptive Spatiotemporal Modeling for Task-Based fMRI Analysis

Task-based fMRI is commonly analyzed using voxel-wise general linear models, a non-spatial scalable approach that can yield fragmented activation maps. Spatial alternatives such as kernel smoothing and Bayesian models address this but either blur activation boundaries or are computationally prohibitive at modern spatial resolutions. We introduce SPLASH (Spline-Based Processing for Localized Adaptive Spatial Hemodynamics), a spatially adaptive and scalable framework based on localized thin-plate spline regression within brain parcels. Its spatial flexibility allows SPLASH to adapt to heterogeneous cortical organization and to generalize across diverse spatial domains. Using its hierarchical structure, we introduce a two-stage selective inference procedure that ensures valid false discovery rate control at the parcel and voxel levels. In simulations, SPLASH consistently delivered the best overall performance: its MSE was typically only 20-40% of that of prior spatial models, and both FPR and FNR remained well controlled. SPLASH also remained stable across smoothing choices and required only 2% of the computation time of Bayesian spatial approaches. Applied to Human Connectome Project data, SPLASH produced sharper activation patterns consistent with the motor homunculus and demonstrated higher reproducibility. SPLASH provides a generalizable, spatially adaptive, and scalable framework that strengthens statistical inference and improves neuroscientific interpretability in large-scale fMRI studies.

neuroscience↗

bioRxiv2025

Functional characterization of the 9q34.13 locus identifies RAPGEF1 as modulating risk for melanoma and nevi via RAS activation

Genome-wide association studies identified a melanoma- and nevus count-associated locus on chromosome band 9q34.13. Fine-mapping and melanocyte expression data collectively suggest two potential causal genes with opposite association with risk: higher levels of Rap guanine nucleotide exchange factor 1 (RAPGEF1) and lower levels of uridine-cytidine kinase 1 (UCK1). Colocalization analyses and conditional TWAS suggest multiple causal cis-regulatory sequence variants in partial linkage disequilibrium (LD) to each other. Melanocyte capture-HiC and CRISPR-inhibition demonstrated regulatory interactions between fine-mapped variants and the RAPGEF1 and UCK1 promoters. Focusing on RAPGEF1, we demonstrate RAPGEF1 expression promotes melanocyte growth and drives malignant transformation of human immortalized melanocytes. Following treatment with human EGF, RAPGEF1 overexpression activated both RAP1 and RAS. Further, we show RAPGEF1 expression is significantly enriched in melanomas lacking strongly activating RAS-MAPK mutations, suggesting that RAPGEF1 may promote oncogenic RAS-MAPK signaling in melanomas. Furthermore, in these tumors, we provide preliminary evidence to support the prognostic relevance of RAPGEF1 expression in patients lacking RAS or BRAF mutations. Together with other recent studies, these data suggest that germline variation influencing RAS activation may play a key role in nevus development and melanoma risk.

genetics↗