Statistical Approaches to Gene X Environment Interactions for Complex Phenotypes
Language: English
Published by Mit Pr, 2016
- Hardcover
- New

Seller: Equipment for Living, Aliquippa, PA, U.S.A.Equipment for Living
AbeBooks seller since October 26, 2025
Seller Inventory # EBV.0262034689.N
- Title
- Statistical Approaches to Gene X Environment Interactions for Complex Phenotypes
- Publisher
- Mit Pr
- Publication year
- 2016
- Condition
- new
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 0262034689
- ISBN 13
- 9780262034685
Diverse methodological and statistical approaches for investigating the role of gene-environment interactions in a range of complex diseases and traits.
Findings from the Human Genome Project and from Genome-Wide Association (GWA) studies indicate that many diseases and traits manifest a more complex genomic pattern than previously assumed. These findings, and advances in high-throughput sequencing, suggest that there are many sources of influencegenetic, epigenetic, and environmental. This volume investigates the role of the interactions of genes and environment (G × E) in diseases and traits (referred to by the contributors as complex phenotypes) including depression, diabetes, obesity, and substance use.
The contributors first present different statistical approaches or strategies to address G × E and G × G interactions with high-throughput sequenced data, including two-stage procedures to identify G × E and G × G interactions, marker-set approaches to assessing interactions at the gene level, and the use of a partial-least square (PLS) approach. The contributors then turn to specific complex phenotypes, research designs, or combined methods that may advance the study of G × E interactions, considering such topics as randomized clinical trials in obesity research, longitudinal research designs and statistical models, and the development of polygenic scores to investigate G × E interactions.
Contributors
Fatima Umber Ahmed, Yin-Hsiu Chen, James Y. Dai, Caroline Y. Doyle, Zihuai He, Li Hsu, Shuo Jiao, Erin Loraine Kinnally, Yi-An Ko, Charles Kooperberg, Seunggeun Lee, Arnab Maity, Jeanne M. McCaffery, Bhramar Mukherjee, Sung Kyun Park, Duncan C. Thomas, Alexandre Todorov, Jung-Ying Tzeng, Tao Wang, Michael Windle, Min Zhang
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Equipment for Living
Aliquippa, PA, U.S.A.
AbeBooks seller since October 26, 2025
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