Human Population Genetics in Aging Studies for Molecular Biologists
Brendan Miller1, Amin Haghani1, Jennifer Ailshire1
1Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, USA.
Methods in Molecular Biology (Clifton, N.J.)
|May 16, 2020
Summary
Integrating human genomics data accelerates therapeutic discovery for aging diseases. This chapter guides molecular biologists on data analysis, security, and ethical considerations for human subjects research.
Area of Science:
- Genomics
- Molecular Biology
- Aging Research
Background:
- Human population studies can accelerate therapeutic discovery for aging-related diseases.
- Human genomics data integration is increasingly accessible to molecular biologists.
- Bioinformatic resources and tools have reduced barriers to using genomics data.
Purpose of the Study:
- To present key considerations and resources for molecular biologists integrating human genomics data.
- To focus on approaches unfamiliar to molecular biologists, such as human subjects protection and data analysis.
Main Methods:
- The chapter focuses on practical skills for molecular biologists.
- Key areas covered include data download, organization, storage, and analysis.
- Guidance is provided on navigating human subjects protection guidelines and data security.
Main Results:
- The chapter outlines essential skill sets for effective human genomics data integration.
- It addresses challenges such as genetic heterogeneity and data storage requirements.
- Recommendations for programming languages and data analysis training are included.
Conclusions:
- Successful integration of human genomics data requires specific skills and awareness of ethical guidelines.
- This resource aims to empower molecular biologists to leverage human data for therapeutic discovery.
- Addressing data security, genetic diversity, and analysis training is crucial for advancing aging research.
Keywords:
Comparative genomicsGene homologsHuman subject researchPopulation substructurePrincipal componentsStatistical geneticsUnixMore Related Videos
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