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  1. Article

    Open Access

    CAJAL enables analysis and integration of single-cell morphological data using metric geometry

    High-resolution imaging has revolutionized the study of single cells in their spatial context. However, summarizing the great diversity of complex cell shapes found in tissues and inferring associations with o...

    Kiya W. Govek, Patrick Nicodemus, Yuxuan Lin, Jake Crawford in Nature Communications (2023)

  2. Article

    Open Access

    Widespread redundancy in -omics profiles of cancer mutation states

    In studies of cellular function in cancer, researchers are increasingly able to choose from many -omics assays as functional readouts. Choosing the correct readout for a given study can be difficult, and which...

    Jake Crawford, Brock C. Christensen, Maria Chikina, Casey S. Greene in Genome Biology (2022)

  3. Article

    Open Access

    Assessment of network module identification across complex diseases

    Many bioinformatics methods have been proposed for reducing the complexity of large gene or protein networks into relevant subnetworks or modules. Yet, how such methods compare to each other in terms of their ...

    Sarvenaz Choobdar, Mehmet E. Ahsen, Jake Crawford, Mattia Tomasoni in Nature Methods (2019)

  4. Article

    Open Access

    Retraction Note: detangling PPI networks to uncover functionally meaningful clusters

    The authors have retracted this article [1]. After publication they discovered a technical error in the Louvain algorithm with bounded cluster sizes. Correction of this error substantially changed the results ...

    Sarah Hall-Swan, Jake Crawford, Rebecca Newman, Lenore J. Cowen in BMC Systems Biology (2018)

  5. Article

    Open Access

    RETRACTED ARTICLE: Detangling PPI networks to uncover functionally meaningful clusters

    Decomposing a protein-protein interaction network (PPI network) into non-overlap** clusters or communities, sometimes called “network modules,” is an important way to explore functional roles of sets of gene...

    Sarah Hall-Swan, Jake Crawford, Rebecca Newman, Lenore J. Cowen in BMC Systems Biology (2018)

  6. No Access

    Article

    Prediction of off-target activities for the end-to-end design of CRISPR guide RNAs

    Off-target effects of the CRISPR–Cas9 system can lead to suboptimal gene-editing outcomes and are a bottleneck in its development. Here, we introduce two interdependent machine-learning models for the predicti...

    Jennifer Listgarten, Michael Weinstein in Nature Biomedical Engineering (2018)