Biology subjects

Tsujimura, T.

Publications and source records attributed to Tsujimura, T..

7 recordsLinked to original sources

bioRxiv2026

Personalized reference genome-based pipeline reveals comprehensive haplotype-resolved views of cancer genomes

Cancer genome analysis relies on standard human reference genomes, but detecting somatic alterations in highly repetitive or individual-specific regions remains challenging. We developed the Personalized Reference genome-based Cancer Genome Analysis Pipeline (PRCGAP, https://github.com/yos-sk/PRCGAP), to our knowledge, the first comprehensive pipeline integrating haplotype-resolved analyses of somatic point mutations, structural variants, copy number, and DNA methylation on personalized diploid reference genomes, with each variant phased and annotated by genomic features. We applied PRCGAP to eight tumor-normal cell line pairs and three newly collected pediatric B-cell acute lymphoblastic leukemia (B-ALL) clinical samples. PRCGAP recovered most standard reference-based variants (86.7-96.4% across variant types), validated by orthogonal short-read sequencing, while additionally detecting variants that standard references missed (23.4% of SNVs and 32.6% of SVs). Notably, PRCGAP uncovered variants in centromeric and telomeric regions, and somatic single-nucleotide variants were enriched in centromere dip regions, the putative kinetochore formation sites. Using PRCGAP outputs, we identified L1 retrotransposition source sites absent from standard references and showed that a B-ALL IGH::DUX4 fusion arose from a DUX4 pseudogene within an internal D4Z4 repeat unit, rather than the canonical full-length DUX4 gene. Within a single haplotype-resolved framework, PRCGAP opens regions of the cancer genome that are inaccessible to standard references.

bioinformatics↗

bioRxiv2025

Towards On-Site Paleogenomics: Application and Perspective of Nanopore Sequencing with Ancient DNA

Ancient DNA (aDNA) research has greatly advanced understanding of past populations, yet progress in this field is still limited by two fundamental issues: dependence on fixed laboratory infrastructure and ethical considerations surrounding the cross-border transfer of archaeological biological specimens. In this study, we present the first successful application of Oxford Nanopore Technologies (ONT) sequencing to authentic aDNA from ancient human remains dating to the Early Jomon period. Our results demonstrate that nanopore platforms can recover characteristic postmortem damage signatures, generate genome-wide information with time-stamped sequencing data, and produce population genetic inferences consistent with Illumina short-read data. Crucially, the ONT sequencing has enabled the first demonstration of time-resolved aDNA analysis. This enables key genetic metrics, such as biological sex inference, to be determined within the first 60 minutes of sequencing. The portability and operational simplicity of ONT devices provide a practical basis for on-site paleogenomics, facilitating the generation of genomic data directly at archaeological sites, in museums, or at local research institutions. This capability is particularly significant in regions where the export of biological specimens entails administrative procedures, often spanning several months or even years. By enabling local archaeologists and anthropologists to independently generate and interpret genomic data, on-site nanopore sequencing can accelerate global research alliance, and promote equitable scientific authorship and continuing dialogue on sample sovereignty and collaborative research practices between geneticists and field researchers. Together, our findings establish nanopore sequencing as a socially sustainable and viable tool for paleogenomics, offering new pathways for the rapid, field-deployable and ethical process of archaeological remains.

genomics↗

bioRxiv2025

Rare k-mers reveal centromere haplogroups underlying human diversity and cancer translocations

Centromeres are among the most diverse and dynamically evolving regions of the human genome and are commonly affected in various human cancers. However, organized into highly repetitive -satellite higher-order repeats (HORs), human centromere sequences have long resisted detailed genomic analysis. Although the development of long-read sequencing platforms has enabled the analysis of complete centromere sequences, their application to a large set of samples is still largely limited, preventing our understanding of centromere variation and haplotype structures across large human populations and the structural basis of centromere-involving translocations in cancer. Here we show that rare k-mers present in centromeric regions can serve as effective markers for dissecting the complexity of centromere structure, particularly that of active -satellite HOR arrays (aHOR arrays), across human populations and for understanding centromere-involving abnormalities in cancer. Based on rare k-mer-based clustering, centromere aHOR arrays are clustered into discrete haplogroups (aHOR-HGs) with distinct structural features. These k-mers were also used to develop a framework that enables the inference of haplogroups in a given sample based on short-read whole genome sequencing (WGS) data (ascairn). By applying ascairn to large-scale human population datasets (n > 3,300), we revealed the diversity of aHOR-HGs and their geographic histories across populations. The rare k-mer-based approach was also applied to investigate the structure of 1p/19q co-deletion, a highly recurrent centromere-involving translocation in IDH-mutated oligodendrogliomas. Analyzing short-read WGS data from 142 cases with 1p/19q co-deletion using rare k-mers, we showed that breakpoints of 1p/19q co-deletion were mapped to aHOR arrays in chromosomes 1 (D1Z7) and 19 (D19Z3), which was validated by long-read sequencing of two 1p/19q co-deletion-positive cases. Notably, the translocation preferentially involved haplogroups composed of haplotypes containing larger regions susceptible to rearrangement. These results highlight the role of rare k-mers in dissecting the complexity of centromere sequences and their evolutionary history as well as understanding centromere-involving abnormalities associated with human diseases.

genomics↗

bioRxiv2022

The nuclear GAPDH-HMGB cascade in cortical microglia regulates cognitive flexibility

We report a mechanism that underlies stress-induced cognitive inflexibility at the molecular level. In a mouse model under subacute stress in which deficits in rule shifting tasks were elicited, the nuclear glyceraldehyde dehydrogenase (N-GAPDH) cascade was activated specifically in microglia in the prelimbic cortex. The cognitive deficits were normalized with a pharmacological intervention with a compound (the RR compound) that selectively blocked the initiation of N-GAPDH cascade without affecting glycolytic activity. The normalization was also observed with a microglia-specific genetic intervention targeting the N-GAPDH cascade. Furthermore, hyperactivation of the prelimbic layer 5 excitatory neurons, which are known to be a neuronal substrate of cognitive inflexibility, was also normalized by the pharmacological and microglia-specific genetic interventions. The RR compound may offer a mechanism-driven, translational opportunity against stress-induced cognitive inflexibility. Taken together, we show a pivotal role of cortical microglia and microglia-neuron interaction in stress-induced cognitive inflexibility. We underscore the N-GAPDH cascade in microglia, which causally mediates stress-induced cognitive alteration.

molecular biology↗

bioRxiv2022

Reconstituting human somitogenesis in vitro

The segmented body plan of vertebrates is established during somitogenesis, a well-studied process in model organisms, but remains largely elusive in humans due to ethical and technical limitations. Despite recent advances with pluripotent stem cell (PSC)-based approaches1-5, a system that robustly recapitulates human somitogenesis in both space and time remains missing. Here, we introduce a PSC-derived mesoderm-based 3D model of human segmentation and somitogenesis, which we termed Axioloids, that captures accurately the oscillatory dynamics of the segmentation clock as well as the morphological and molecular characteristics of segmentation and sequential somite formation in vitro. Axioloids show proper rostrocaudal patterning of forming segments and robust anterior-posterior FGF/WNT signaling gradients and Retinoic Acid (RA) signaling components. We identify an unexpected critical role of RA signaling in the stabilization of forming segments, indicating distinct, but also synergistic effects of RA and extracellular matrix (ECM) on the formation and epithelialization of somites. Importantly, comparative analysis demonstrates striking similarities of Axioloids to the human embryo, further validated by the presence of the HOX code in Axioloids. Lastly, we demonstrate the utility of our Axioloid system to study the pathogenesis of human congenital spine diseases, by using patient-like iPSC cells with mutations in HES7 and MESP2, which revealed disease-associated phenotypes including loss of epithelial somite formation and abnormal rostrocaudal patterning. These results suggest that Axioloids represent a promising novel platform to study axial development and disease in humans.

developmental biology↗

bioRxiv2019

Nuclear GAPDH signaling mediates pathological cardiac hypertrophy

Here we report that stress-induced nuclear translocation of GAPDH mediates heart hypertrophy via Brahma-Related-Gene-1 (BRG1)-associated chromatin remodelling. In response to pressure overload elicited by transverse aortic constriction, we observed nuclear translocation of GAPDH in the mouse heart. We also demonstrated a robust nuclear localization of GAPDH in cardiomyocytes from patients with dilated hypertrophic cardiomyopathy, whereas negligible GAPDH in the nucleus in control subjects. This is the first demonstration of disease-associated nuclear GAPDH directly in living patients. Using immunohistochemical methods and a pharmacological way that selectively blocks GAPDH nuclear translocation (RR compound), we proved the causal involvement of GAPDH cysteine-150 modification in this translocation in Gq-induced cell model for heart hypertrophy. Accordingly, both pharmacological and genetic interventions proved that the same mechanism played a causal role for heart hypertrophy and dysfunction in vivo. We discovered that, upon nuclear translocation, GAPDH augmented the protein interaction of BRG1 and histone deacetylase 2 (HDAC2), which further facilitated the Myh7/Myh6 isoform ratio from the mature to immature status, an essential mechanism for heart hypertrophy. Beyond medical implications, we provide a novel mechanism of stress-induced reversion of a cellular phenotype from adult to fetal state, which is mediated by a "moonlighting" function of GAPDH.

molecular biology↗

bioRxiv2019

Controlling gene activation by enhancers through a drug-inducible topological insulator

While regulation of gene-enhancer interaction is better understood, its application remains limited. Here, we reconstituted arrays of CTCF binding sites and devised a synthetic topological insulator with tetO for chromatin-engineering (STITCH). By coupling STITCH with tetR linked to the KRAB domain to induce heterochromatin and disable the insulation, we developed a drug-inducible system to control gene activation by enhancers. We applied this to dissect MYC regulation in human pluripotent stem cells. Insertion of STITCH between MYC and the enhancer down-regulated MYC and affected its target transcriptome. Progressive mutagenesis of STITCH led to preferential escalation of the gene-enhancer interaction, corroborating the strong insulation ability of STITCH. The STITCH insertion altered epigenetic states around MYC. Time-course analysis by drug induction uncovered deposition and removal of H3K27me3 repressive marks follows and reflects, but does not precede and determine, the expression change. Thus the tool provided important insights in gene regulation, demonstrating its potency.

genetics↗