Workforce Development in Genomic Data Science for Health: A Worldview.

IF 7.7 2区 生物学 Q1 GENETICS & HEREDITY
Sindiswa T Lukhele, Verena Ras, Nicola Mulder
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引用次数: 0

Abstract

Genomics has the potential to transform human health, biomedical research, and life sciences by providing deep insights into genetic variation and disease mechanisms. However, fully realizing these benefits requires a well-trained workforce equipped to handle, analyze, and interpret increasingly complex genomic and linked datasets. The rapid evolution of sequencing technologies, machine learning, and data science tools has heightened the demand for professionals proficient in bioinformatics, high-performance computing, and genomic data governance. This review presents a global perspective on workforce development in genomic data science, detailing key competencies necessary for both research and clinical applications. We discuss some of the existing training programs, competency frameworks, and regional approaches to skills development while identifying gaps in education, infrastructure, and accessibility. Additionally, we explore the integration of genomic data science into healthcare, addressing challenges such as equitable access to training and the need for cross-disciplinary expertise. Tackling these challenges is essential for cultivating a diverse, skilled workforce capable of driving advancements in genomic research, precision medicine, and public health.

健康基因组数据科学中的劳动力发展:世界观。
基因组学通过提供对遗传变异和疾病机制的深刻见解,有可能改变人类健康、生物医学研究和生命科学。然而,要充分实现这些优势,需要一支训练有素的劳动力队伍来处理、分析和解释日益复杂的基因组和关联数据集。测序技术、机器学习和数据科学工具的快速发展提高了对精通生物信息学、高性能计算和基因组数据治理的专业人员的需求。这篇综述介绍了基因组数据科学劳动力发展的全球视角,详细介绍了研究和临床应用所必需的关键能力。我们讨论了一些现有的培训计划、能力框架和区域技能开发方法,同时确定了教育、基础设施和可及性方面的差距。此外,我们探索基因组数据科学与医疗保健的整合,解决诸如公平获得培训和跨学科专业知识需求等挑战。应对这些挑战对于培养一支能够推动基因组研究、精准医学和公共卫生进步的多样化、熟练的劳动力队伍至关重要。
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来源期刊
CiteScore
14.90
自引率
1.10%
发文量
29
期刊介绍: Since its inception in 2000, the Annual Review of Genomics and Human Genetics has been dedicated to showcasing significant developments in genomics as they pertain to human genetics and the human genome. The journal emphasizes genomic technology, genome structure and function, genetic modification, human variation and population genetics, human evolution, and various aspects of human genetic diseases, including individualized medicine.
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