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    • 2. 发明授权
    • Method and system for predicting resistance of a disease to a therapeutic agent using a neural network
    • 使用神经网络预测疾病对治疗剂的抵抗力的方法和系统
    • US07058616B1
    • 2006-06-06
    • US09589167
    • 2000-06-08
    • Brendan LarderDechao Wang
    • Brendan LarderDechao Wang
    • G06N3/02C12Q1/70
    • G06F19/24G06F19/18
    • A method and system for predicting the resistance of a disease to a therapeutic agent is provided. Further provided is a method and system for designing a therapeutic treatment agent for a patient afflicted with a disease. Specifically, the methods use a trained neural network to interpret genotypic information obtained from the disease. The trained neural network is trained using a database of known or determined genotypic mutations that are correlated with phenotypic therapeutic agent resistance. The present invention also provides methods and systems for predicting the probability of a patient developing a genetic disease. A trained neural network for making such predictions is also provided.
    • 提供了一种用于预测疾病对治疗剂的抵抗力的方法和系统。 还提供了设计用于患有疾病的患者的治疗剂的方法和系统。 具体来说,该方法使用训练有素的神经网络来解释从疾病获得的基因型信息。 训练有素的神经网络使用与表型治疗剂抗性相关的已知或确定的基因型突变的数据库进行训练。 本发明还提供了用于预测患者发展遗传性疾病的可能性的方法和系统。 还提供了用于进行这种预测的经过训练的神经网络。
    • 10. 发明授权
    • Method for mutation detection in HIV-1 using pol sequencing
    • 使用pol测序的HIV-1突变检测方法
    • US07235387B2
    • 2007-06-26
    • US10258151
    • 2001-04-20
    • Brendan LarderSharon KempStuart BloorAnn Brophy
    • Brendan LarderSharon KempStuart BloorAnn Brophy
    • C12Q1/68C12Q1/70
    • C12Q1/6837C12Q1/6858C12Q1/6869C12Q1/703C12Q2537/125C12Q2523/101C12Q2549/113
    • The present invention relates to a method for mutation analysis of the HIV pol gene of HIV virions comprising amplifying virion RNA or DNA via nested PCR using outer primers as represented in SEQ ID No. 1 and 2, amplifying said PCR product via nested PCR using a 5′ and 3′ primer chosen from the inner primers SEQ ID No. 3, 4, 5, and 6, and sequencing this secondary obtained PCR product using at least one sequencing primer chosen from any of SEQ ID No. 7 to 12 or variants thereof. In the alternative, at least one secondary sequencing primer may be used chosen from any of SEQ ID No. 13 to 24. The benefit of the sequences present in the invention resides in the fact that, with the aid of the oligonucleotides, the sequences of all presently known HIV subtypes and all mutations of the pol gene presently known to yield resistance towards antiretroviral therapy can be determined. The present invention also relates to kits for performing such a method as well as primers for performing the same.
    • 本发明涉及HIV病毒体的HIV pol基因的突变分析方法,其包括使用SEQ ID No.1和2所示的外部引物通过巢式PCR扩增病毒体RNA或DNA,通过巢式PCR扩增所述PCR产物,使用 选自内引物SEQ ID No.3,4,5和6的5'和3'引物,并使用至少一种选自SEQ ID No.7至12或任何变体的测序引物对该次级获得的PCR产物进行测序 其中。 在替代方案中,可以使用从SEQ ID No.13至24中任一个中选择的至少一个二次测序引物。存在于本发明中的序列的益处在于:借助于寡核苷酸, 目前已知所有目前已知的HIV亚型和目前已知对抗逆转录病毒治疗产生抗性的pol基因的所有突变可以被确定。 本发明还涉及用于进行这种方法的试剂盒以及用于进行该方法的引物。