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20.109 Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler
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20.109 Laboratory Fundamentals in Biological Engineering€¦ · Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler . Models of a core

Aug 18, 2018

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Page 1: 20.109 Laboratory Fundamentals in Biological Engineering€¦ · Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler . Models of a core

20.109

Laboratory Fundamentals in Biological Engineering

Module 1 Nucleic Acids

Lecture 5

J. Runstadler

Page 2: 20.109 Laboratory Fundamentals in Biological Engineering€¦ · Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler . Models of a core
Page 3: 20.109 Laboratory Fundamentals in Biological Engineering€¦ · Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler . Models of a core

Models of a core microbiome

Hamady  and  Knight,  2009  

Page 4: 20.109 Laboratory Fundamentals in Biological Engineering€¦ · Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler . Models of a core
Page 5: 20.109 Laboratory Fundamentals in Biological Engineering€¦ · Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler . Models of a core

Nature  486  (2012)  

Function is more relevant than taxonomy

Page 6: 20.109 Laboratory Fundamentals in Biological Engineering€¦ · Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler . Models of a core

Exploring function through collective databases

Kegg pathway database

National Center for Biotechnology Information

Page 7: 20.109 Laboratory Fundamentals in Biological Engineering€¦ · Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler . Models of a core

L V Hooper et al. Science 2012;336:1268-1273

Gut immune effectors function together to stratify luminal microbes and minimize bacterial-epithelial contact

Page 8: 20.109 Laboratory Fundamentals in Biological Engineering€¦ · Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler . Models of a core

L V Hooper et al. Science 2012;336:1268-1273

Gut microbes shape host immune development in many ways • Early colonization events are important • Effects lymphoid structure/development • Effects intestinal epithelial function • Microbiota shape T cell subsets • Effects on systemic immunity - Can protect against autoimmune disease

Page 9: 20.109 Laboratory Fundamentals in Biological Engineering€¦ · Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler . Models of a core

Are there species that might do the opposite?

Prime for response?

Page 10: 20.109 Laboratory Fundamentals in Biological Engineering€¦ · Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler . Models of a core

Sequence analysis UniFrac 1)  Alpha and beta diversity

2) Qualitative or quantitative

3) Phylogeny or taxon based

? unweighted or weighted

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Page 13: 20.109 Laboratory Fundamentals in Biological Engineering€¦ · Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler . Models of a core
Page 14: 20.109 Laboratory Fundamentals in Biological Engineering€¦ · Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler . Models of a core

Cell  Volume  140,  Issue  6  2010  859  -­‐  870  

Page 15: 20.109 Laboratory Fundamentals in Biological Engineering€¦ · Laboratory Fundamentals in Biological Engineering Module 1 Nucleic Acids Lecture 5 J. Runstadler . Models of a core