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  1. Article

    Open Access

    Single-cell transcriptomics reveal distinct immune-infiltrating phenotypes and macrophage–tumor interaction axes among different lineages of pituitary neuroendocrine tumors

    Pituitary neuroendocrine tumors (PitNETs) are common gland neoplasms demonstrating distinctive transcription factors. Although the role of immune cells in PitNETs has been widely recognized, the precise immuno...

    Shaojian Lin, Yuting Dai, Changxi Han, Tianyi Han, Linfeng Zhao in Genome Medicine (2024)

  2. Article

    Open Access

    Identification of a novel GR-ARID1a-P53BP1 protein complex involved in DNA damage repair and cell cycle regulation

    ARID1a (BAF250), a component of human SWI/SNF chromatin remodeling complexes, is frequently mutated across numerous cancers, and its loss of function has been putatively linked to glucocorticoid resistance. He...

    Felicity E. Stubbs, Benjamin P. Flynn, Caroline A. Rivers, Matthew T. Birnie in Oncogene (2022)

  3. Article

    Open Access

    Epigenomic analysis reveals a dynamic and context-specific macrophage enhancer landscape associated with innate immune activation and tolerance

    Chromatin states and enhancers associate gene expression, cell identity and disease. Here, we systematically delineate the acute innate immune response to endotoxin in terms of human macrophage enhancer activi...

    ** Zhang, Harindra E. Amarasinghe, Justin P. Whalley, Chwen Tay in Genome Biology (2022)

  4. No Access

    Protocol

    Genetic Interaction Network Interpretation: A Tidy Data Science Perspective

    As practitioners, we aim to provide a consolidated introduction of tidy data science along with routine packages for relational data representation and interpretation, with the focus on analytics related to hu...

    Lulu Jiang, Hai Fang in Epistasis (2021)

  5. Article

    Open Access

    The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

    The Critical Assessment of Functional Annotation (CAFA) is an ongoing, global, community-driven effort to evaluate and improve the computational annotation of protein function.

    Naihui Zhou, Yuxiang Jiang, Timothy R. Bergquist, Alexandra J. Lee in Genome Biology (2019)

  6. No Access

    Article

    A genetics-led approach defines the drug target landscape of 30 immune-related traits

    Most candidate drugs currently fail later-stage clinical trials, largely due to poor prediction of efficacy on early target selection1. Drug targets with genetic support are more likely to be therapeutically vali...

    Hai Fang, Hans De Wolf, Bogdan Knezevic, Katie L. Burnham, Julie Osgood in Nature Genetics (2019)

  7. Article

    Open Access

    XGR software for enhanced interpretation of genomic summary data, illustrated by application to immunological traits

    Biological interpretation of genomic summary data such as those resulting from genome-wide association studies (GWAS) and expression quantitative trait loci (eQTL) studies is one of the major bottlenecks in me...

    Hai Fang, Bogdan Knezevic, Katie L. Burnham, Julian C. Knight in Genome Medicine (2016)

  8. Article

    Open Access

    An expanded evaluation of protein function prediction methods shows an improvement in accuracy

    A major bottleneck in our understanding of the molecular underpinnings of life is the assignment of function to proteins. While molecular experiments provide the most reliable annotation of proteins, their rel...

    Yuxiang Jiang, Tal Ronnen Oron, Wyatt T. Clark, Asma R. Bankapur in Genome Biology (2016)

  9. No Access

    Article

    A predictive computational framework for direct reprogramming between human cell types

    Owen Rackham, Jose Polo, Julian Gough and colleagues present a method, Mogrify, for predicting sets of transcription factors that can induce transdifferentiation between cell types. They show that Mogrify is a...

    Owen J L Rackham, Jaber Firas, Hai Fang, Matt E Oates, Melissa L Holmes in Nature Genetics (2016)

  10. Article

    Open Access

    The `dnet’ approach promotes emerging research on cancer patient survival

    We present the `dnet’ package and apply it to the `TCGA’ mutation and clinical data of >3,000 patients. We uncover the existence of an underlying gene network that at least partially controls cancer `survivaln...

    Hai Fang, Julian Gough in Genome Medicine (2014)

  11. Article

    The evolutionary dynamics of protein networks

    Hai Fang, Julian Gough in Genome Biology (2010)