Glucose Oxidase Compositions As A Neonate Anticonvulsant

    公开(公告)号:US20180185456A1

    公开(公告)日:2018-07-05

    申请号:US15860966

    申请日:2018-01-03

    发明人: Gong Chen Zheng Wu

    IPC分类号: A61K38/44 A61P25/08

    摘要: Neonatal seizure is different from adult seizure, and many antiepileptic drugs that are effective in adults often fail to treat neonatal seizure. Gluconic acid, a natural organic acid enriched in fruits and honey, and the glucose oxidase enzyme, is shown herein to potently inhibit neonatal epilepsy both in vitro and in vivo. Sodium gluconate is shown to inhibit epileptiform burst activity in cell cultures and protect neurons from kainic acid-induced cell death. Sodium gluconate also inhibited epileptiform burst activity in brain slices in a manner that was much more potent in neonatal animals than in older animals. Consistently, in vivo EEG recordings also revealed that sodium gluconate inhibited the epileptic seizure activity in a manner that was much more potent in neonates than in adult animals. Mechanistically, sodium gluconate inhibits voltage-dependent CLC-3 Cl− channels both in neuronal cultures and in hippocampal slices. Together, these data suggest a novel antiepileptic drug gluconate that potently inhibits neonatal seizures through blocking CLC-3 Cl− channels.

    Accelerated discrete distribution clustering under wasserstein distance

    公开(公告)号:US10013477B2

    公开(公告)日:2018-07-03

    申请号:US15282947

    申请日:2016-09-30

    IPC分类号: G06F17/30 G06N99/00

    CPC分类号: G06F16/285 G06N20/00

    摘要: Computationally efficient accelerated D2-clustering algorithms are disclosed for clustering discrete distributions under the Wasserstein distance with improved scalability. Three first-order methods include subgradient descent method with re-parametrization, alternating direction method of multipliers (ADMM), and a modified version of Bregman ADMM. The effects of the hyper-parameters on robustness, convergence, and speed of optimization are thoroughly examined. A parallel algorithm for the modified Bregman ADMM method is tested in a multi-core environment with adequate scaling efficiency subject to hundreds of CPUs, demonstrating the effectiveness of AD2-clustering.