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实例探究 > Pioneering precision medicine to diagnose, treat, and prevent neurodegeneration

Pioneering precision medicine to diagnose, treat, and prevent neurodegeneration

技术
  • 平台即服务 (PaaS) - 数据管理平台
  • 应用基础设施与中间件 - 数据可视化
适用行业
  • 医疗保健和医院
  • 生命科学
适用功能
  • 产品研发
  • 质量保证
用例
  • 预测性维护
  • 机器状态监测
服务
  • 云规划/设计/实施服务
  • 数据科学服务
挑战
AC Immune, a clinical-stage biopharmaceutical company, was facing challenges in harmonizing data quality and standardization across the company. The R&D teams were using lab notebooks and spreadsheet-based software for data storage, analysis, and sharing, which was time-consuming. The company wanted to speed up crucial handoffs by offering the ability to easily search and interact with data across teams, experiments, and sites. Furthermore, AC Immune was looking for a systematized approach for capturing, sharing, and referencing data to boost data-driven decision-making for cross-functional projects.
关于客户
AC Immune is a clinical-stage biopharmaceutical company that is leading in precision medicine for neurodegenerative diseases, including Alzheimer’s disease, Parkinson’s disease, and NeuroOrphan indications. The company has two clinically validated technology platforms that fuel its pipeline targeting disease-driving misfolded proteins. The SupraAntigen® platform generates therapeutic vaccines and antibodies with high target specificity, while the Morphomer® platform generates small molecule ligands as therapeutic drugs or brain imaging diagnostic agents. The company aims to shift the treatment paradigm of neurodegenerative disease towards earlier diagnosis and disease prevention. AC Immune is headquartered in Lausanne, Switzerland and has around 150 employees.
解决方案
AC Immune implemented Benchling, a cloud-based data management platform, to improve data capture and quality. The research teams now leverage standardized protocols, workflows, and schemas on Benchling, which strengthens consistency across the organization, leading to better data standardization and searchability. Benchling enables real-time interactions across the company. Since the platform is built for life science research, it boosts collaboration while promoting strong usability and adoption. The platform also provides automated data visualization and reporting features, improving scientific and operational insights while maintaining FAIR (Findable, Accessible, Interoperable and Reusable) data compliance.
运营影响
  • Improved traceability with 93% of users accrediting AC Immune and Benchling collaboration for improving storage, retrieval, and management of historical data and protocols across teams.
  • Saved 4 hours per week per scientist, increasing efficiency of data-sharing with colleagues and reducing time spent on logistical tasks, search, and data compilation.
  • After 6 months, 75% of users said having a unified system enhances their ability to make machine learning models to guide scientific decisions.
数量效益
  • 93% improvement in data traceability.
  • 4 hours saved per week per scientist.
  • 75% of users reported enhanced ability to make machine learning models.

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