Methods and systems for predicting DNA accessibility in the pan-cancer genome

    公开(公告)号:US10467523B2

    公开(公告)日:2019-11-05

    申请号:US15818462

    申请日:2017-11-20

    摘要: Techniques are provided for predicting DNA accessibility. DNase-seq data files and RNA-seq data files for a plurality of cell types are paired by assigning DNase-seq data files to RNA-seq data files that are at least within a same biotype. A neural network is configured to be trained using batches of the paired data files, where configuring the neural network comprises configuring convolutional layers to process a first input comprising DNA sequence data from a paired data file to generate a convolved output, and fully connected layers following the convolutional layers to concatenate the convolved output with a second input comprising gene expression levels derived from RNA-seq data from the paired data file and process the concatenation to generate a DNA accessibility prediction output. The trained neural network is used to predict DNA accessibility in a genomic sample input comprising RNA-seq data and whole genome sequencing for a new cell type.

    SYNTHETIC GENOMIC VARIANT-BASED SECURE TRANSACTION DEVICES, SYSTEMS AND METHODS
    25.
    发明申请
    SYNTHETIC GENOMIC VARIANT-BASED SECURE TRANSACTION DEVICES, SYSTEMS AND METHODS 审中-公开
    合成基于变量的安全交易设备,系统和方法

    公开(公告)号:US20160072800A1

    公开(公告)日:2016-03-10

    申请号:US14844974

    申请日:2015-09-03

    IPC分类号: H04L29/06

    摘要: Various devices, systems, structures and methods are disclosed related to securely authorizing a transaction by synchronizing digital genomic data with associated synthetic genomic variants. An embodiment of the present invention utilizes digital genomic data associated with an entity, such as a person, who may utilize a genome-based security device to complete a transaction. In one embodiment, a person may use a genome-based security device to communicate with an external device over a wireless or other communication interface, synchronize digital genomic data and an associated synthetic variant received from the external device with digital genomic data and associated synthetic variant stored on the genome-based security device.

    摘要翻译: 公开了通过使数字基因组数据与相关联的合成基因组变体同步来安全地授权交易的各种装置,系统,结构和方法。 本发明的一个实施例利用与可以利用基于基因组的安全设备完成交易的实体(例如人)相关联的数字基因组数据。 在一个实施例中,人可以使用基于基因组的安全设备通过无线或其他通信接口与外部设备通信,使用数字基因组数据和相关联的合成变体同步数字基因组数据和从外部设备接收的相关联的合成变体 存储在基于基因组的安全设备上。

    Fusion Protein Extensions
    27.
    发明申请

    公开(公告)号:US20230134725A1

    公开(公告)日:2023-05-04

    申请号:US16961026

    申请日:2019-01-16

    摘要: Chimeric molecules and molecule complexes that include an Fc portion of an antibody and an immunomodulatory portion and uses thereof are contemplated. Typically, the chimeric molecule comprises at least two immune effectors, for example, IL-15 antagonist and PD-L1 binding domain. It is contemplated that a tumor cell or an immune competent cell can be exposed to the chimeric molecule to increase the effectiveness tumor cell lysis via an antibody-dependent cell-mediated cytotoxicity.

    DIGITAL REPRESENTATION OF MULTI-SENSOR DATA STREAM

    公开(公告)号:US20240296570A1

    公开(公告)日:2024-09-05

    申请号:US18647472

    申请日:2024-04-26

    摘要: A computer-based filming production system is described. An illustrative system includes a real-world, physical environment having a set of sensors disposed about a filming volume and a production center computing system including at least one computer readable memory that enables a processor to store a prioritization policy including priorities for digital data streams and for each filming production workflow stage of a set of multiple filming production workflow stages, receive a set of sensor data representing a filming production in the filming production from the set of sensors, generate a set of digital data streams of renderable content from the set of sensor data via the filming production workflow stages and according to the priorities for each filming production workflow stage, where each digital data streams comprises prioritized rendering instructions for their respective renderable content derived from the prioritization policy, and then transmit the set of digital data streams.