Search Results - "Yu, Wenbao"
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Identifying topologically associating domains and subdomains by Gaussian Mixture model And Proportion test
Published in Nature communications (14-09-2017)“…The spatial organization of the genome plays a critical role in regulating gene expression. Recent chromatin interaction mapping studies have revealed that…”
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scATAC-pro: a comprehensive workbench for single-cell chromatin accessibility sequencing data
Published in Genome Biology (20-04-2020)“…Single-cell chromatin accessibility sequencing has become a powerful technology for understanding epigenetic heterogeneity of complex tissues. However, there…”
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A unified model based multifactor dimensionality reduction framework for detecting gene-gene interactions
Published in Bioinformatics (Oxford, England) (01-09-2016)“…Gene-gene interaction (GGI) is one of the most popular approaches for finding and explaining the missing heritability of common complex traits in genome-wide…”
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Spatial Genome Re-organization between Fetal and Adult Hematopoietic Stem Cells
Published in Cell reports (Cambridge) (17-12-2019)“…Fetal hematopoietic stem cells (HSCs) undergo a developmental switch to become adult HSCs with distinct functional properties. To better understand the…”
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Bistable switch in let-7 miRNA biogenesis pathway involving Lin28
Published in International journal of molecular sciences (21-10-2014)“…miRNAs are small noncoding RNAs capable of regulating gene expression at the post-transcriptional level. A growing body of evidence demonstrated that let-7…”
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Unified Cox model based multifactor dimensionality reduction method for gene-gene interaction analysis of the survival phenotype
Published in BioData mining (14-12-2018)“…One strategy for addressing missing heritability in genome-wide association study is gene-gene interaction analysis, which, unlike a single gene approach,…”
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Multivariate Quantitative Multifactor Dimensionality Reduction for Detecting Gene-Gene Interactions
Published in Human heredity (01-01-2015)“…To determine gene-gene interactions and missing heritability of complex diseases is a challenging topic in genome-wide association studies. The multifactor…”
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222-J Longitudinal spatial profiling of pediatric high-grade glioma reveals a heterogeneous and dynamic immune microenvironment with therapeutic implications
Published in Journal for immunotherapy of cancer (01-11-2023)“…BackgroundPediatric high-grade glioma (pHGG) is a deadly childhood cancer, with five-year survival under 20%. Conventional therapy consisting of radiation and,…”
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Gene-Gene Interaction Analysis for the Accelerated Failure Time Model Using a Unified Model-Based Multifactor Dimensionality Reduction Method
Published in Genomics & informatics (01-12-2016)“…Although a large number of genetic variants have been identified to be associated with common diseases through genome-wide association studies, there still…”
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Gene-Gene Interaction Analysis for the Accelerated Failure Time Model Using a Unified Model-Based Multifactor Dimensionality Reduction Method
Published in Genomics & informatics (2016)“…Although a large number of genetic variants have been identified to be associated with common diseases through genome-wide association studies, there still…”
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AucPR: an AUC-based approach using penalized regression for disease prediction with high-dimensional omics data
Published in BMC genomics (12-12-2014)“…It is common to get an optimal combination of markers for disease classification and prediction when multiple markers are available. Many approaches based on…”
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Two simple algorithms on linear combination of multiple biomarkers to maximize partial area under the ROC curve
Published in Computational statistics & data analysis (01-08-2015)“…In clinical practices, it is common that several biomakers are related to a specific disease and each single marker does not have enough diagnostic power. An…”
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Developmental trajectory of prehematopoietic stem cell formation from endothelium
Published in Blood (13-08-2020)“…Hematopoietic stem and progenitor cells (HSPCs) in the bone marrow are derived from a small population of hemogenic endothelial (HE) cells located in the major…”
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ESTIMATION OF AREA UNDER THE ROC CURVE UNDER NONIGNORABLE VERIFICATION BIAS
Published in Statistica Sinica (01-10-2018)“…The Area Under the Receiving Operating Characteristic Curve (AUC) is frequently used for assessing the overall accuracy of a diagnostic marker. However,…”
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Integrative Bulk and Single-Cell Profiling of Premanufacture T-cell Populations Reveals Factors Mediating Long-Term Persistence of CAR T-cell Therapy
Published in Cancer discovery (01-09-2021)“…The adoptive transfer of chimeric antigen receptor (CAR) T cells represents a breakthrough in clinical oncology, yet both between- and within-patient…”
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Absence of biopolymers in surface waters inhibits flocs growth in winter: A secret of coagulation over decades
Published in Journal of cleaner production (15-11-2022)“…Factors responsible for undesirable coagulation performance in winter have not been well understood by far. The aim of this work is to identify the critical…”
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The Human Tumor Atlas Network: Charting Tumor Transitions across Space and Time at Single-Cell Resolution
Published in Cell (16-04-2020)“…Crucial transitions in cancer—including tumor initiation, local expansion, metastasis, and therapeutic resistance—involve complex interactions between cells…”
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Transcriptional Rewiring and Therapeutic Resistance in Philadelphia Chromosome-like Acute Lymphoblastic Leukemia
Published in Blood (15-11-2022)Get full text
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Single-cell multiomics reveals increased plasticity, resistant populations, and stem-cell–like blasts in KMT2A-rearranged leukemia
Published in Blood (07-04-2022)“…KMT2A-rearranged (KMT2A-r) infant acute lymphoblastic leukemia (ALL) is a devastating malignancy with a dismal outcome, and younger age at diagnosis is…”
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Estimation of Area Under the ROC Curve under nonignorable verication bias
Published in Statistica Sinica (2018)Get full text
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