Xiaobo Zhou
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View article: Meta-sGWAS: Integrating brain spatial interactions to uncover genetic variants in Bipolar Disorder
Meta-sGWAS: Integrating brain spatial interactions to uncover genetic variants in Bipolar Disorder Open
Bipolar Disorder (BD) is influenced by both genetic factors and structural changes in brain regions, along with the impact of external environmental factors on brain network interactions. Conventional genome-wide association studies (GWAS)…
View article: KnockRBP: an integrated multi-omics database of functional perturbation profiles for RNA-binding proteins
KnockRBP: an integrated multi-omics database of functional perturbation profiles for RNA-binding proteins Open
RNA-binding proteins (RBPs) regulate diverse post-transcriptional processes, yet their functional impacts across multiple molecular layers remain incompletely characterized. KnockRBP (https://knockrbp.xu-bioinfo.com) is presented as a comp…
View article: Using multiple machine learning algorithms to predict spinal cord injury in patients with cervical spondylosis: a multicenter study
Using multiple machine learning algorithms to predict spinal cord injury in patients with cervical spondylosis: a multicenter study Open
View article: Spatial2GWAS: a database for linking spatial transcriptomic regions with GWAS traits
Spatial2GWAS: a database for linking spatial transcriptomic regions with GWAS traits Open
Spatial heterogeneity of gene expression within tissue regions has a critical influence on biological functions, thereby affecting disease pathogenesis. However, systematic associations between spatially resolved transcriptomes and phenoty…
View article: Time-aware attention-based deep representation learning for multi-source longitudinal data with structured missingness in electronic medical records
Time-aware attention-based deep representation learning for multi-source longitudinal data with structured missingness in electronic medical records Open
View article: Comparison of in‐Hospital Complication Rates After Transcatheter Aortic Valve Replacement in Patients With Bicuspid Versus Tricuspid Aortic Valves: A Retrospective Cohort Study
Comparison of in‐Hospital Complication Rates After Transcatheter Aortic Valve Replacement in Patients With Bicuspid Versus Tricuspid Aortic Valves: A Retrospective Cohort Study Open
Background Transcatheter aortic valve replacement (TAVR) has become a popular alternative to surgical aortic valve replacement (SAVR) for patients with valvular heart disease (VHD), particularly for those with aortic anomalies. Aims The st…
View article: Integration of Genetic and Imaging Data for Alzheimer's Disease Diagnosis and Interpretation
Integration of Genetic and Imaging Data for Alzheimer's Disease Diagnosis and Interpretation Open
Alzheimer's disease (AD) is a progressive neurodegenerative disorder characterized by complex interactions between genetic risk factors and structural brain changes. Traditional diagnostic approaches that rely on single‐modality data, such…
View article: Development and Validation of a Dynamic Real-Time Risk Prediction Model for Intensive Care Units Patients Based on Longitudinal Irregular Data: Multicenter Retrospective Study
Development and Validation of a Dynamic Real-Time Risk Prediction Model for Intensive Care Units Patients Based on Longitudinal Irregular Data: Multicenter Retrospective Study Open
Background Timely and accurate prediction of short-term mortality is critical in intensive care units (ICUs), where patients’ conditions change rapidly. Traditional scoring systems, such as the Simplified Acute Physiology Score and Acute P…
View article: Exploration of working memory retrieval stage for mild cognitive impairment: time-varying causality analysis of electroencephalogram based on dynamic brain networks
Exploration of working memory retrieval stage for mild cognitive impairment: time-varying causality analysis of electroencephalogram based on dynamic brain networks Open
View article: Comparative efficacy of NIBS and Physical Exercise on cognitive function in patients with MCI or AD: a systematic review and meta-analysis
Comparative efficacy of NIBS and Physical Exercise on cognitive function in patients with MCI or AD: a systematic review and meta-analysis Open
Non-invasive brain stimulation (NIBS) and physical exercise (PE) intervention are currently the main and promising non-pharmacologic therapies for Alzheimer’s Disease (AD) or Mild cognitive impairment (MCI), but it is not clear which one i…
View article: Modeling and Vulnerability Analysis of Power Cyber-Physical System Based on Reactive Power Partition Theory
Modeling and Vulnerability Analysis of Power Cyber-Physical System Based on Reactive Power Partition Theory Open
View article: Survival analysis of clear cell renal cell carcinoma based on radiomics and deep learning features from CT images
Survival analysis of clear cell renal cell carcinoma based on radiomics and deep learning features from CT images Open
Purpose: To create a nomogram for accurate prognosis of patients with clear cell renal cell carcinoma (ccRCC) based on computed tomography images. Methods: Eight hundred twenty-two ccRCC patients with contrast-enhanced computed tomography …
View article: Transformer-Based Multi-Scale Feature Remote Sensing Image Classification Model
Transformer-Based Multi-Scale Feature Remote Sensing Image Classification Model Open
To address the challenge of poor classification accuracy due to complex backgrounds, large intra-scale variations, and high inter-scale similarity in remote sensing scene classification (RSSC), we propose a new remote sensing scene classif…
View article: CRISPRoffT: comprehensive database of CRISPR/Cas off-targets
CRISPRoffT: comprehensive database of CRISPR/Cas off-targets Open
The CRISPR (clustered regularly interspaced short palindromic repeats)/Cas (CRISPR-associated protein) programmable nuclease system continues to evolve, with in vivo therapeutic gene editing increasingly applied in clinical settings. Howev…
View article: scProAtlas: an atlas of multiplexed single-cell spatial proteomics imaging in human tissues
scProAtlas: an atlas of multiplexed single-cell spatial proteomics imaging in human tissues Open
Spatial proteomics can visualize and quantify protein expression profiles within tissues at single-cell resolution. Although spatial proteomics can only detect a limited number of proteins compared to spatial transcriptomics, it provides c…
View article: IMPA1-derived inositol maintains stemness in castration-resistant prostate cancer via IMPDH2 activation
IMPA1-derived inositol maintains stemness in castration-resistant prostate cancer via IMPDH2 activation Open
Acquisition of prostate cancer stem cells (PCSCs) manifested during androgen ablation therapy (ABT) contributes to castration-resistant prostate cancer (CRPC). However, little is known about the specific metabolites critically orchestratin…
View article: metsDB: a knowledgebase of cancer metastasis at bulk, single-cell and spatial levels
metsDB: a knowledgebase of cancer metastasis at bulk, single-cell and spatial levels Open
Cancer metastasis, the process by which tumour cells migrate and colonize distant organs from a primary site, is responsible for the majority of cancer-related deaths. Understanding the cellular and molecular mechanisms underlying this com…
View article: Whole Genome Sequence Analysis of Pulmonary Function and COPD in 44,287 Multi-ancestry Participants
Whole Genome Sequence Analysis of Pulmonary Function and COPD in 44,287 Multi-ancestry Participants Open
Background Whole genome sequence (WGS) data in multi-ancestry samples provide the opportunity to identify low-frequency or population-specific genetic variants associated with chronic obstructive pulmonary disease (COPD) and lung function.…
View article: CircaKB: a comprehensive knowledgebase of circadian genes across multiple species
CircaKB: a comprehensive knowledgebase of circadian genes across multiple species Open
Circadian rhythms, which are the natural cycles that dictate various physiological processes over a 24-h period, have been increasingly recognized as important in the management and treatment of various human diseases. However, the lack of…
View article: Comparison of in-hospital complication rates after transcatheter aortic valve replacement in patients with bicuspid versus tricuspid aortic valves: a retrospective cohort study
Comparison of in-hospital complication rates after transcatheter aortic valve replacement in patients with bicuspid versus tricuspid aortic valves: a retrospective cohort study Open
Background: Transcatheter aortic valve replacement (TAVR) has become a popular alternative to surgical aortic valve replacement (SAVR) for patients with valvular heart disease (VHD), particularly for those with aortic anomalies. Objectives…
View article: SexAnnoDB, a knowledgebase of sex-specific regulations from multi-omics data of human cancers
SexAnnoDB, a knowledgebase of sex-specific regulations from multi-omics data of human cancers Open
View article: A Study on the Pragmatic Function of New Year Addresses in External Communication
A Study on the Pragmatic Function of New Year Addresses in External Communication Open
Extreme Case Formulations (ECFs) play an important pragmatic function in the English translation of New Year addresses over the years. This research, grounded in Iñigo-Mora’s theoretical model, utilizes the English renditions of the New Ye…
View article: A Cell Cycle‐Aware Network for Data Integration and Label Transferring of Single‐Cell RNA‐Seq and ATAC‐Seq
A Cell Cycle‐Aware Network for Data Integration and Label Transferring of Single‐Cell RNA‐Seq and ATAC‐Seq Open
In recent years, the integration of single‐cell multi‐omics data has provided a more comprehensive understanding of cell functions and internal regulatory mechanisms from a non‐single omics perspective, but it still suffers many challenges…
View article: Radiogenomics-Based Risk Prediction of Glioblastoma Multiforme with Clinical Relevance
Radiogenomics-Based Risk Prediction of Glioblastoma Multiforme with Clinical Relevance Open
Glioblastoma multiforme (GBM)is the most common and aggressive primary brain tumor. Although temozolomide (TMZ)-based radiochemotherapy improves overall GBM patients’ survival, it also increases the frequency of false positive post-treatme…
View article: Multi-scale Modeling in Clinical Oncology: Opportunities and Barriers to Success
Multi-scale Modeling in Clinical Oncology: Opportunities and Barriers to Success Open
View article: Study of prognostic splicing factors in cancer using machine learning approaches
Study of prognostic splicing factors in cancer using machine learning approaches Open
Splicing factors (SFs) are the major RNA-binding proteins (RBPs) and key molecules that regulate the splicing of mRNA molecules through binding to mRNAs. The expression of splicing factors is frequently deregulated in different cancer type…
View article: DS-NeRV: Implicit Neural Video Representation with Decomposed Static and Dynamic Codes
DS-NeRV: Implicit Neural Video Representation with Decomposed Static and Dynamic Codes Open
Implicit neural representations for video (NeRV) have recently become a novel way for high-quality video representation. However, existing works employ a single network to represent the entire video, which implicitly confuse static and dyn…
View article: Identification of a distal enhancer regulating hedgehog interacting protein gene in human lung epithelial cells
Identification of a distal enhancer regulating hedgehog interacting protein gene in human lung epithelial cells Open
View article: A Cell Cycle-aware Network for Data Integration and Label Transferring of Single-cell RNA-seq and ATAC-seq
A Cell Cycle-aware Network for Data Integration and Label Transferring of Single-cell RNA-seq and ATAC-seq Open
In recent years, the integration of single-cell multi-omics data has provided a more comprehensive understanding of cell functions and internal regulatory mechanisms from a non-single omics perspective, but it still suffers many challenges…
View article: Roles and Mechanisms of Dopamine Receptor Signaling in Catecholamine Excess Induced Endothelial Dysfunctions
Roles and Mechanisms of Dopamine Receptor Signaling in Catecholamine Excess Induced Endothelial Dysfunctions Open
Endothelial dysfunction may contribute to pathogenesis of Takotsubo cardiomyopathy, but mechanism underlying endothelial dysfunction in the setting of catecholamine excess has not been clarified. The study reports that D1/D5 dopamine recep…