Search Results - "Abe, Ko"
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UNMF: a unified nonnegative matrix factorization for multi-dimensional omics data
Published in Briefings in bioinformatics (20-09-2023)“…Abstract Factor analysis, ranging from principal component analysis to nonnegative matrix factorization, represents a foremost approach in analyzing…”
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DeepKINET: a deep generative model for estimating single-cell RNA splicing and degradation rates
Published in Genome Biology (06-09-2024)“…Messenger RNA splicing and degradation are critical for gene expression regulation, the abnormality of which leads to diseases. Previous methods for estimating…”
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LineageVAE: reconstructing historical cell states and transcriptomes toward unobserved progenitors
Published in Bioinformatics (Oxford, England) (01-10-2024)“…Abstract Motivation Single-cell RNA sequencing (scRNA-seq) enables comprehensive characterization of the cell state. However, its destructive nature prohibits…”
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Doxorubicin causes ferroptosis and cardiotoxicity by intercalating into mitochondrial DNA and disrupting Alas1-dependent heme synthesis
Published in Science signaling (01-11-2022)“…Clinical use of doxorubicin (DOX) is limited because of its cardiotoxicity, referred to as DOX-induced cardiomyopathy (DIC). Mitochondria-dependent…”
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Hierarchical non-negative matrix factorization using clinical information for microbial communities
Published in BMC genomics (04-02-2021)“…The human microbiome forms very complex communities that consist of hundreds to thousands of different microorganisms that not only affect the host, but also…”
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Model-based cell clustering and population tracking for time-series flow cytometry data
Published in BMC bioinformatics (27-12-2019)“…Modern flow cytometry technology has enabled the simultaneous analysis of multiple cell markers at the single-cell level, and it is widely used in a broad…”
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Model-based clustering for flow and mass cytometry data with clinical information
Published in BMC bioinformatics (17-09-2020)“…High-dimensional flow cytometry and mass cytometry allow systemic-level characterization of more than 10 protein profiles at single-cell resolution and provide…”
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A latent allocation model for the analysis of microbial composition and disease
Published in BMC bioinformatics (31-12-2018)“…Establishing the relationship between microbiota and specific diseases is important but requires appropriate statistical methodology. A specialized feature of…”
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A mixture-of-experts deep generative model for integrated analysis of single-cell multiomics data
Published in Cell reports methods (27-09-2021)“…The recent development of single-cell multiomics analysis has enabled simultaneous detection of multiple traits at the single-cell level, providing deeper…”
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CYBERTRACK2.0: zero-inflated model-based cell clustering and population tracking method for longitudinal mass cytometry data
Published in Bioinformatics (Oxford, England) (12-07-2021)“…Abstract Summary Recent advancements in high-dimensional single-cell technologies, such as mass cytometry, enable longitudinal experiments to track dynamics of…”
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11
Hypoxia‐induced oxidative stress promotes therapy resistance via upregulation of heme oxygenase‐1 in multiple myeloma
Published in Cancer medicine (Malden, MA) (01-04-2023)“…Background Multiple myeloma (MM) is a hematopoietic malignancy for which proteasome inhibitors have become available in recent years. However, many patients…”
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An analysis modality for vascular structures combining tissue-clearing technology and topological data analysis
Published in Nature communications (12-09-2022)“…The blood and lymphatic vasculature networks are not yet fully understood even in mouse because of the inherent limitations of imaging systems and…”
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13
Methotrexate-induced Transient Encephalopathy in an Adolescent and Young Adult Patient with Acute Lymphoblastic Leukemia
Published in Internal Medicine (01-07-2021)“…A 17-year-old girl was diagnosed with acute lymphoblastic leukemia (ALL). After the administration of high-dose methotrexate (MTX) or intrathecal MTX, the…”
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Ethoxyquin is a Competent Radical-Trapping Antioxidant for Preventing Ferroptosis in Doxorubicin Cardiotoxicity
Published in Journal of cardiovascular pharmacology (01-11-2022)“…Doxorubicin (DOX) is an effective anti-cancer agent for various malignancies. Nevertheless, it has a side effect of cardiotoxicity, referred to as…”
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15
Hyper-Kamiokande construction status and prospects
Published in Frontiers in physics (26-03-2024)“…The Hyper-Kamiokande (Hyper-K) project is the world’s leading international neutrino and nucleon decay experiment comprising a next-generation underground…”
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Iron Overload via Heme Degradation in the Endoplasmic Reticulum Triggers Ferroptosis in Myocardial Ischemia-Reperfusion Injury
Published in JACC. Basic to translational science (01-08-2022)“…[Display omitted] •It remains unknown how ferroptosis, triggered by excessive lipid peroxides via iron overload, is induced in I/R injury.•GPx4, an endogenous…”
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Survivability and life support in sealed mini-ecosystems with simulated planetary soils
Published in Scientific reports (01-11-2024)“…Establishing a sustainable life-support system for space exploration is a formidable challenge due to the vast distances, high costs, and environmental…”
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Excessive Hypoxia-Inducible Factor-1α Expression Induces Cardiac Rupture via p53-Dependent Apoptosis After Myocardial Infarction
Published in Journal of the American Heart Association (07-09-2021)“…Background Apoptosis plays a pivotal role in cardiac rupture after myocardial infarction (MI), and p53 is a key molecule in apoptosis during cardiac rupture…”
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Heart Rate Reduction with Ivabradine Prevents Cardiac Rupture after Myocardial Infarction in Mice
Published in Cardiovascular drugs and therapy (01-04-2022)“…Purpose Cardiac rupture is a fatal complication following myocardial infarction (MI). An increase in heart rate (HR) is reportedly an independent risk factor…”
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Acute Myeloid Leukemia Harboring the t(16;21)(p11;q22) Translocation Treated With Venetoclax Plus Azacitidine After Cord Blood Transplantation
Published in Curēus (Palo Alto, CA) (20-07-2023)“…A 62-year-old female was diagnosed with acute myeloid leukemia (AML) with t(16;21)(p11;q22). She achieved complete hematological remission after induction…”
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