Biology subjects

Akashi, K.

Publications and source records attributed to Akashi, K..

9 recordsLinked to original sources

bioRxiv2026

GSDMD transcript levels are higher in endothelial than cardiomyocyte compartments across three human heart cohorts

Cardiac GSDMD research has largely centred on cardiomyocytes. We quantified donor-level endothelial-minus-cardiomyocyte differences in two single-nucleus cohorts and one GeoMx spatial cohort, retaining assay-specific scales. GSDMD was higher in endothelial compartments in 42/42, 38/38 and 27/32 donors and ranked, post hoc, at the 94.9th, 95.1st and 97.4th percentiles of the corresponding within-cohort signed-contrast distributions. Although positive direction and complete donor concordance were not unique transcriptome-wide, this hypothesis-led target retained high rank across markedly different reference backgrounds and assay modalities. A fixed eight-transcript panel included both endothelial- and cardiomyocyte-shifted members, arguing against a uniform panel-wide directional shift or simple detection failure. GeoMx provided the most discriminating transcriptome background but remained composition-sensitive. GSDMD transcripts are therefore recurrently higher in endothelial than cardiomyocyte compartments across human-heart cohorts, showing that a cardiomyocyte-only interpretation of human-heart GSDMD transcript signals is incomplete.

cell biology↗

bioRxiv2026

Gap junctions in the alimentary tract regulate reproductive span in C. elegans

Aging does not occur uniformly throughout an organism but is instead differentially regulated across distinct physiological systems. In particular, reproductive aging is often temporally distinct from somatic aging and exhibits species-specific trajectories, suggesting that different physiological functions may age independently. Here we show that mutation of inx-20, an innexin family gene encoding a gap junction component, markedly extends reproductive span, with only a minor increase in overall lifespan. Furthermore, this extension of reproductive span persists in a feminized genetic background, thereby precluding the possibility that it is driven by altered sperm dynamics. inx-20 is expressed in a specific subset of cells within the alimentary tract, and its expression is selectively repressed in a fraction of these cells during dauer diapause, suggesting a role in nutrient responses. Genetic analyses suggest that inx-20 operates via a distinct mechanism that does not intersect with the TGF-{beta} and IIS-FOXO pathways, which are established regulators of reproductive span. Collectively, our results suggest that gap junctions in the alimentary tract are a selective determinant of reproductive span, capable of extending it substantially without a commensurate effect on lifespan.

genetics↗

bioRxiv2026

Spatial transcriptomics identifies a translayer architecture of pyroptosis-related transcription in systemic sclerosis skin

Anatomical-layer enrichment does not establish cellular attribution, so correspondence with major-cell-class expression must be tested gene by gene. Systemic sclerosis (SSc) skin is informative because inflammasome- and pyroptosis-related molecules have been reported across epidermal, fibroblast-associated and vascular contexts. Spatial transcriptomics of SSc and control skin, with same-donor single-nucleus profiles from 10 SSc donors, revealed gene-specific correspondence. Across 13 discovery sections, NLRP1, PYCARD and CASP4 were epidermally biased, whereas GSDMD was dermally biased. An independent 10-section SSc cohort supported epidermal NLRP1 (q = 0.0078) and PYCARD (q = 0.043), with directional, non-significant support for CASP4 and GSDMD. Despite epidermal NLRP1 bias, endothelial class-pseudobulk exceeded keratinocyte class-pseudobulk in all 10 donors. Restricted three-class reconstruction reproduced the NLRP1 direction in 1 and 0 of 10 donors under the two fixed dermal weightings and in 0-8 of 10 across a post hoc sweep of the dermal endothelial share; PYCARD and GSDMD were concordant in most donors at every weighting, and CASP4 in no more than 4 of 10. Thus, tissue layer and major cell class are gene-specifically non-equivalent axes of spatial interpretation.

immunology↗

bioRxiv2026

Root system architecture responses to high-temperature stress in synthetic-derived wheat lines reveal distinct adaptive patterns

High-temperature stress poses a major threat to wheat productivity, particularly during early developmental stages. Root system architecture (RSA) plays a key role in stress adaptation; however, its variation under high-temperature stress remains insufficiently characterized, especially in genetically diverse populations. In this study, we evaluated RSA responses of representative genotypes from a Multiple Synthetic Derivatives (MSD) wheat population under control and high-temperature conditions using a time-resolved two-dimensional phenotyping platform. High-temperature stress significantly affected most root traits, with lateral root-related parameters, including second pair seminal root length (SPSRL), root system width (RSW), and convex hull area (CHA), showing relatively greater responsiveness than vertical traits. Integrative analyses combining stress indices and multivariate approaches revealed distinct genotypic response patterns. MSD417 and MSD034 maintained higher root performance under stress, indicating greater tolerance, whereas MSD392 exhibited pronounced sensitivity, and MSD054 showed limited responsiveness. These findings suggest the importance of distinguishing between active stress tolerance and apparent stability and indicate that lateral root-related traits may represent useful targets for selection. Overall, the findings of this study validate the practical usefulness of the RSA screening approach and identify MSD genetic resources harboring RSA traits relevant to breeding heat-resilient wheat.

plant biology↗

bioRxiv2026

Contrasting Root System Architecture Development and Response to High Temperature in an Aegilops tauschii-Derived Wheat Line and its Recurrent Parent

The Multiple Synthetic Derivatives (MSD) population is a unique hexaploid wheat resource that captures extensive genetic diversity from Aegilops tauschii and exhibits wide variation in agronomic traits. However, root system architecture (RSA), a key determinant of resource acquisition and stress adaptation, remains poorly characterized in this population. Here, we established a practical phenotyping framework for RSA analysis and evaluated MSD417 as a representative genotype. A two-dimensional cultivation platform enabling continuous imaging of seedling root growth under controlled conditions was established to quantify RSA traits and their responses to high temperatures. MSD417 was compared with its recurrent parent, Norin 61 (N61). Under controlled conditions, MSD417 displayed greater total root length, root system width, and convex hull area than N61, indicating enhanced early root vigor. This genotype also exhibited a wider seminal root angle, suggesting improved horizontal soil exploration while maintaining root depth. High-temperature treatment reduced overall root growth and minimized genotypic differences, indicating that temperature stress constrains RSA expression. Microscopic observations further revealed a lower height-to-width ratio of coleorhiza tissue of MSD417, suggesting restricted downward expansion. Collectively, this study establishes a practical framework for RSA phenotyping and demonstrates the potential of Aegilops tauschii-derived germplasm to enhance wheat root-related adaptive traits.

plant biology↗

bioRxiv2024

Influence of Monosporascus root rot and vine decline disease on the amino acid metabolism of watermelon fruit

Vine decline (VD) is a severe disease of watermelon, melon, and other cucurbits, caused by soil-borne pathogens such as Monosporascus cannonballus and leads to root necrosis and sudden wilting at the later stage of fruit maturation. The present study examined the effects of VD on the metabolism of watermelon fruits. The VD-affected watermelon fruits had significantly lower lycopene and total solid contents. Still, polyphenols content and total antioxidant activities were comparable with the controls, suggesting that VD inhibited the ripening processes but maintained defensive processes in the fruits. The VD fruits showed a lower calcium level than the controls, while the contents of other major nutrition minerals were not significantly altered. The VD fruits had a lower content of total amino acids, and their composition was characterized by an increase in the percentage fractions for several amino acids, including citrulline, which may reflect the physiological response to the VD-related water deficit condition. The PCA plot clearly distinguished amino acid profiles between the VD and control fruits, demonstrating that VD exerted major influences on their amino acid metabolisms. Overall, the present study revealed that VD imposed characteristic impacts on the biochemical behaviors in the watermelon fruits.

plant biology↗

bioRxiv2023

Chronic BCR signaling generates and maintains age-associated B cells from anergic B cells

Accumulation of age-associated B cells (ABCs) with autoreactive properties contributes to the pathogenesis of autoimmune diseases1-5. However, the mechanisms whereby ABCs are generated and maintained are not understood1, 2, 4. Here, we show that continuous stimulation of the B-cell receptor (BCR) with self-antigens plays a crucial role in ABC generation from anergic B cells and that this signal is vital for sustaining ABCs during aging and autoimmunity. In ABCs, BCR signaling was constitutively activated and the surface BCR was internalized in vivo, as occurs in autoreactive B cells chronically exposed to self-antigens6. With aging, ABCs were generated from autoreactive anergic B cells, but not from B cells expressing non-self-reactive BCR. In vitro stimulation of anergic B cells with self-antigen, interleukin-21, and Toll-like receptor 7/9 agonists promoted their differentiation to ABCs. Furthermore, the cellular phenotype of ABCs in Bm12-induced lupus mice7, 8 resembled that of ABCs in aged mice, showing activation of BCR signaling, expression of activation markers, and BCR internalization. Importantly, Btk was persistently activated in ABCs of aged/autoimmune mice and humans with lupus. Pharmacological Btk inhibition resulted in a marked reduction in the number of ABCs and pathogenicity in lupus mice. Our findings have implications for accumulating ABCs and developing therapies for autoimmune diseases.

immunology↗

bioRxiv2019

Mapping biology from mouse to man using transfer learning

Biomedical research often involves conducting experiments on model organisms in the anticipation that the biology learnt from these experiments will transfer to the human. Yet, it is commonly the case that biology does not transfer effectively, often for unknown reasons. Despite its importance to translational research this transfer process is not currently rigorously quantified. Here, we show that transfer learning - the branch of machine learning that concerns passing information from one domain to another - can be used to efficiently map biology from mouse to man, using the bone marrow (BM) as a representative example of a complex tissue. We first trained an artificial neural network (ANN) to accurately recognize various different cell types in mouse BM using data obtained from single-cell RNA-sequencing (scRNA-Seq) experiments. We found that this ANN, trained exclusively on mouse data, was able to identify individual human cells obtained from comparable scRNA-Seq experiments of human BM with 83% overall accuracy. However, while some human cell types were easily identified, others were not, indicating important differences in biology. To obtain a more accurate map of the human BM we then retrained the mouse ANN using scRNA-Seq data from a limited sample of human BM cells. Typically, less than 10 human cells of a given type were needed to accurately learn its representation in the updated model. In some cases, human cell identities could be inferred directly from the mouse ANN without retraining, via a process of biologically-guided zero-shot learning. These results show how machine learning can be used to reconstruct complex biology from limited data and have broad implications for biomedical research.

systems biology↗

bioRxiv2019

A Germinal Center-Associated Microenvironmental Signature Reflects Malignant Phenotype and Outcome of Diffuse Large B-cell Lymphoma

Diffuse large B-cell lymphoma (DLBCL) is the most common B-cell malignancy with varying prognosis after the gold standard rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP). Several prognostic models have been established by focusing primarily on characteristics of lymphoma cells themselves including cell-of-origin, genomic alterations, and gene/protein expressions. However, the prognostic impact of lymphoma microenvironment and its association with characteristics of lymphoma cells are not fully understood. Using highly-sensitive transcriptome profiling of untreated DLBCL tissues, we here assess the clinical impact of lymphoma microenvironment on the clinical outcomes and pathophysiological, molecular signatures in DLBCL. The presence of normal germinal center (GC)-microenvironmental cells, including follicular T cells, macrophage/dendritic cells, and stromal cells, in lymphoma tissue indicates a positive therapeutic response. Our prognostic model, based on quantitation of transcripts from distinct GC-microenvironmental cell markers, clearly identified patients with graded prognosis independently of existing prognostic models. We observed increased incidences of genomic alterations and aberrant gene expression associated with poor prognosis in DLBCL tissues lacking GC-microenvironmental cells relative to those containing these cells. These data suggest that the loss of GC-associated microenvironmental signature dictates clinical outcomes of DLBCL patients reflecting the accumulation of \"unfavorable\" molecular signatures.

cancer biology↗