Statistical Data Analysis of Microbiomes and Metabolomics

· ACS In Focus Book 17 · American Chemical Society
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100
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About this ebook

Compared with other research fields, both microbiome and metabolomics data are complicated and have some unique characteristics, respectively. Thus, choosing an appropriate statistical test or method is a very important step in the analysis of microbiome and metabolomics data. However, this is still a difficult task for those biomedical researchers without a statistical background and for those biostatisticians who do not have research experiences in these fields.


Graduate students studying microbiome and metabolomics; statisticians, working on microbiome and metabolomics projects, either for their own research, or for their collaborative research for experimental design, grant application, and data analysis; and researchers who investigate biomedical and biochemical projects with the microbiome, metabolome, and multi-omics data analysis will benefit from reading this work.

About the author

Yinglin Xia is a Research Associate Professor in the Department of Medicine at the University of Illinois at Chicago (UIC). He was a Research Assistant Professor in the Department of Biostatistics and Computational Biology at the University of Rochester (Rochester, NY) before joining AbbVie (North Chicago, IL) as a Clinical Statistician. He joined UIC as a Research Associate Professor in 2015. Dr. Xia has successfully applied his statistical study design and data analysis skills to clinical trials, medical statistics, biomedical sciences, and social and behavioral sciences. He has published more than 120 statistical methodology and research papers in peer-reviewed journals. He serves on the editorial board of 9 scientific journals and has served as a reviewer for over 90 scientific journals. Dr. Xia is the lead author of Statistical Analysis of Microbiome Data with R (Springer Nature, 2018), which was the first statistics book in microbiome study.

Jun Sun is a tenured Professor of Medicine at the University of Illinois at Chicago. She is an elected fellow of the American Gastroenterological Association (AGA) and American Physiological Society (APS). She chairs the AGA Microbiome and Microbial Therapy section. She is an internationally recognized expert on microbiome and vitamin D receptor in inflammation. Dr. Sun has published over 210 scientific articles in peer-reviewed journals and 6 books on microbiome. She is on the editorial boards of more than 10 peer-reviewed international scientific journals and serves on the study sections for the national and international research foundations. Dr. Sun is a believer of scientific art and artistic science. She enjoys writing her science papers in English and poems in Chinese. Her poetry collection《让时间停留在这一刻》(“Let Time Stay Still at This Moment”) was published in 2018.

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