人类移动分析中的开放研究数据:瑞士发起的-为更广泛的科学社区提供指南
Michelle C Haas1, Bettina B Sommer1, Felix Moerman2
1Institute of Physiotherapy, School of Health Sciences, ZHAW Zurich University of Applied Sciences, Katharina-Sulzer-Platz 9, P.O. Box, 8401, Winterthur, Switzerland.
Data in brief
|August 4, 2025
概括
新的指导方针通过在整个数据生命周期中标准化人类运动数据共享来促进生物力学研究的透明度和可重复性. 这些指导方针解决了数据管理和法律合规方面的挑战,促进了合作.
科学领域:
- 生物力学 生物力学
- 数据科学数据科学数据科学
- 科学复制性 科学复制性
背景情况:
- 数据和代码共享对于科学研究的透明度和可重复性至关重要.
- 目前的生物力学数据共享实践发展不足,缺乏针对整个数据生命周期的全面标准.
- 现有的标准往往侧重于单个运动分析组件 (动力学,动力学,sEMG),而不是综合方法.
研究的目的:
- 为报告和共享人类移动数据制定全面的指导方针.
- 通过覆盖整个数据生命周期来弥补现有标准中的差距.
- 为特定的法律框架量身定制指南,如瑞士和欧洲法规.
主要方法:
- 从2024年1月到6月,代开发指南.
- 在科学界的调查和研讨会中获取信息,以确定需求和挑战.
- 关于共同数据共享实践,标准化,元数据管理和法律法规的纳入要求.
主要成果:
- 在数据生命周期中制定了全面的指导方针.
- 这些指导方针包括关于知情同意,元数据,开放格式和存储库的建议.
- 提供模板以促进元数据报告.
结论:
- 制定的指导方针整合并扩展了现有的人类移动数据共享标准.
- 强调根据瑞士和欧洲法律框架量身定制的数据共享观点.
- 遵守指导方针将促进一个更加协作,透明和有影响力的生物力学研究社区.
相关概念视频
Cell Migration
Cell migration, the process by which cells move from one location to another, is essential for the proper development and viability of organisms throughout their life. When cells are not able to migrate properly to their ordained locations, various disorders may occur. For example, disruption in cell migration causes chronic inflammatory diseases such as arthritis.
Migration
Migration is long-range, seasonal movement from one region or habitat to another. This common strategy, carried out by many different organisms around the world, is an adaptive response that typically corresponds to changes in an organism’s environment, like resource availability or climate. Migrations can involve huge groups of thousands of animals as well as single individuals traveling alone and can range from thousands of kilometers to just a few hundred meters.
Mutation, Gene Flow, and Genetic Drift
In a population that is not at Hardy-Weinberg equilibrium, the frequency of alleles changes over time. Therefore, any deviations from the five conditions of Hardy-Weinberg equilibrium can alter the genetic variation of a given population. Conditions that change the genetic variability of a population include mutations, natural selection, non-random mating, gene flow, and genetic drift (small population size).Mechanisms of Genetic VariationThe original sources of genetic variation are mutations,...
Gene Flow
Gene flow is the transfer of genes among populations, resulting from either the dispersal of gametes or from the migration of individuals.
Cell Migration
Cell migration is a process by which the cells move from one location to another, playing an essential role in embryological development, repair and regeneration, immune response, and metastasis. Cells migrate in response to chemical or mechanical signals generated by specific organs or tissues. The overall mechanism includes three steps - polarization, protrusion, and release. Polarization involves the formation of a distinct cell front and rear, which determines the direction of movement.
Statistical Methods for Analyzing Epidemiological Data
Epidemiological data primarily involves information on specific populations' occurrence, distribution, and determinants of health and diseases. This data is crucial for understanding disease patterns and impacts, aiding public health decision-making and disease prevention strategies. The analysis of epidemiological data employs various statistical methods to interpret health-related data effectively. Here are some commonly used methods:


