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Forecasting of emerging therapeutic monoclonal antibodies patents based on a decision model

机译:基于决策模型的新兴治疗性单克隆抗体专利的预测

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摘要

Therapeutic monoclonal antibodies (mAbs) market is strongly contributing to the rising growth of the biotechnology industry. Despite the increasing number of inventions over time, a few therapeutic mAbs are currently marketed. This paper focuses on developing an emerging score to select/rank promising therapeutic mAbs patents, based on a hierarchical decision model using expert's opinion. Six attributes related to each factor concerning patent status, patent owner's profile and mAbs medical relevance were analyzed. The desirability levels of each attribute were also assessed. Our data shows the medical relevance factor as the most important, contributing 50% of the emerging score. Among the attributes, the most important under patent status was proper geographic coverage and wider patent scope; for organization's profile was the preexistence of approved drugs; and for medical relevance, the clinical phase performance. A group of 1053 patents related to therapeutic mAb were scored, and the most promising were concerning combination therapy using immune checkpoint inhibitors. The study has managerial implications related to patent portfolio management and patent valuation, and provides instructions to rank mAbs patents according to the emerging score defined by attribute's importance in order to improve the identification of future innovations pathways.
机译:治疗性单克隆抗体(mAbs)市场为生物技术行业的增长做出了巨大贡献。尽管随着时间的推移发明数量不断增加,但目前仍在市场上销售一些治疗性单克隆抗体。本文着眼于根据专家意见的分层决策模型,开发一种新兴的评分标准,以选择/排序有前景的治疗性单克隆抗体专利。分析了与专利状态,专利拥有者的个人资料和单克隆抗体的医学相关性相关的每个因素的六个属性。还评估了每个属性的可取性水平。我们的数据显示,与医学相关的因素最为重要,占新兴评分的50%。在这些属性中,专利状态下最重要的属性是适当的地理覆盖范围和更广泛的专利范围;因为组织的概况是批准药物的存在;以及与医学相关的临床阶段表现。对与治疗性单抗相关的一组1053项专利进行了评分,最有前途的涉及使用免疫检查点抑制剂的联合治疗。该研究具有与专利组合管理和专利估价相关的管理意义,并提供了根据属性重要性定义的新兴评分对mAb专利进行排名的说明,以改善对未来创新途径的识别。

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