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Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Lecture 12
!
Lecture 12
!
Symbioses and The Human
Microbiome
!
!
BIS 002C
Biodiversity & the Tree of Life
Spring 2014
!
Prof. Jonathan Eisen
1
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Where we are going and where we have been
• Previous Lecture:
!11: Symbioses and humans
• Current Lecture:
!12: Symbioses and humans
• Next Lecture:
!13: Fungi
2
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 3
Please arrive early bring the following to the exam:
1. A pen
2. A #2 pencil
3. Photo ID
BIS2C Midterm 1: B Sections

April 21st 4:10pm – 5:00pm

Freeborn Hall
Last Names: A - Sak
!
Chemistry 179
Last Names: San - Z
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 4
BIS2C Midterm 1 Review

April 19th 11:00 am – 12:00 pm

Rock Hall
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Microbe Launch Today to ISS
5
see http://spacemicrobes.org
Follow live via
#SpaceMicrobes
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 6
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 7
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 8
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Lecture 12 Outline
• Microbiome Continued
• Evolution
• Function
• Symbioses
• Pathogens
9
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Microbiome Continued
10
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 11
DIY Fecal Transplant
!12
!
!
Lesson 2
!
The Importance of History
(i.e., Evolution)
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Primate Evolution
13
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
History of an Ecosystem is Important
14
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Vertebrate Microbiomes16SribosomalRNAsequences(%)
0
20
40
60
80
100
Bacteroidetes (red)
Firmicutes (blue)
Vertebrate gut
Termite gut
Salt-water surface
Salt water
Subsurface, anoxic or sediment
Other human
Non-saline cultured
Insects or earthworms
Soils or freshwater sediments
Mixed water
Figure 3 | Relative abundance of phyla in samples. Bargraphshowingtheproportionofsequencesfromeachsample
thatcouldbeclassifiedatthephylumlevel.ThecolourcodesforthedominantFirmicutesandBacteroidetesphylaareshown.15
Nat Rev Microbiol. 2008 October ; 6(10): 776–788. doi:10.1038/nrmicro1978.!
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Evolution of the Human Microbiome
16
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 17
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 18
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 19
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 20
!21
!
!
Lesson 3:
!
Microbiome Roles
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Microbiome Functions
• Digestion of food and metabolism of drugs
• Manages immune system
• Preventing infection by pathogens
• Heals wounds
• Contributes to metabolic rate/obesity
• Development of the immune system
• Vitamin production (e.g., B12 and K)
• Toxin degradation
• Appearance and odor
22
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Who Are We?
23
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Who is in Charge?
24
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Overselling the Microbiome
• Correlation ≠ Causation
• Complexity is astonishing
! 1000s of taxa
! Each with intraspecific
variation
! Viruses, bacteria, archaea,
eukaryotes
• Massive risk for false positive
associations

25
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Crowdsourcing the Microbiome
26
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Symbioses
27
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Symbioses
• Symbiosis is an intimate association between at least
two different organisms in which at least one of them
benefits
!
• Endosymbiosis is a symbiosis (could be mutualism,
commensalism or parasitism) in which one of the
organisms live inside the cells of the other
28
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Classes of symbiosis
Organism
Class of symbiosis A B
Mutualism + +
Commensalism + 0
Parasitism + -
29
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Organism
Class of symbiosis A B
Mutualism + +
Commensalism + 0
Parasitism + -
30
Classes of symbiosis
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Mutualistic Symbioses of Bacteria in Eukaryotes
• Digestive
! Ruminants
! Cellulolytic insects
• Defensive
• Behavioral
! Squid light organs
• Autotrophic
! Photosynthetic
! Chemosynthetic in deep sea
• Nutritional
! Aphids
! Nitrogen fixation in legumes
31
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Organism
Class of symbiosis A B
Mutualism + +
Commensalism + 0
Parasitism + -
32
Classes of symbiosis
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Organism
Class of symbiosis A B
Mutualism + +
Commensalism + 0
Parasitism + -
33
Classes of symbiosis
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Pathogens
Pathogens: infectious agents that cause a
disease.
34
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Spirochetes
• Gram-negative
• Motile
• Chemoheterotrophic
• Unique rotating, axial
filaments (modified
flagella)
• Many are pathogens:
!Syphilis
!Lyme disease
• Others free-living
35
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Chlamydias
• Gram-negative
• Cocci or rod-shaped
• Extremely small
• Live only as parasites
inside cells of
eukaryotes & cause
various diseases
!Trachoma
!Multiple sexually
transmitted
diseases
!Pneumonia
36
C. trachomatis
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
High-GC Gram Positives (Actinobacteria)
• High G+C/A+T ratio in DNA
• Elaborate branching
• Some reproduce by forming
chains of spores at tips of
filaments
• Most antibiotics are from this
group
• Causative agents of many
diseases such as
tuberculosis and leprosy
• Many originally misclassified
as fungi
37
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Low-GC Gram Positives (Firmicutes)
• Low G+C/A+T ratio in DNA
• Some produce endospores
which are resistant “seeds”
that germinate when
conditions are good
• Many agents of diseases
(e.g., anthrax, MRSA,
Streptococcus, botulism,
tetanus)
• Many of agricultural and
industrial use (e.g., Lactic
acid bacteria)
• Some (Mycoplasmas) have
no cell wall and are
extremely small
38
Mycoplasmas
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Proteobacteria
• Gram-negative
• Escherichia coli: model
organism and human
gut commensal and
pathogen
• Mitochondria evolved
from this group
• Includes many human
and animal
pathogens: plague,
cholera, typhoid
39
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Alveolates: Apicomplexans
• All parasitic
• Have a mass of organelles at one tip
—the apical complex that help the
parasite enter the host’s cells.
40
Apical complex • Plasmodium falciparum-
Malaria kills 700,000-2,000,000
people per year—75% of them
are African children
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Alveolates: Ciliates
41
Movement in a ciliate from the gut of a termite
• All have numerous cilia, the structure
is identical to flagella.
• Most are heterotrophic; very diverse
group.
• Have complex body forms and two
types of nuclei.
• Some pathogens (e.g., Ick)
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Alveolates: Ciliates
41
Movement in a ciliate from the gut of a termite
• All have numerous cilia, the structure
is identical to flagella.
• Most are heterotrophic; very diverse
group.
• Have complex body forms and two
types of nuclei.
• Some pathogens (e.g., Ick)
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Stramenopiles: Oomcyetes
Phytophthora
Potato Late Blight
• Non-photosynthetic.
• Are absorptive heterotrophs
• Once were classed as fungi, but
are unrelated.
42
Sudden Oak Death
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Excavates: Diplomonads and Parabisalids
• Unicellular
• Lack mitochondria and most are
anaerobic. This is a derived condition
• Giardia lamblia - a diplomonad - is a
human parasite
• Trichomonas vaginalis - parabasalid - STD
43
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Excavates: Kinetoplastids
• Unicellular parasites with two flagella and a
single mitochondrion.
• Mitochondrion contains a kinetoplast -
structure with multiple, circular DNA
molecules
• Includes trypanosomes and agents of
chagas, sleeping sickness, Leishmaniasis
Trypanosoma sp.!
mixed with blood cells
44
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Excavates: Heteroloboseans
• Amoeboid body form.
• Naegleria can enter humans and
cause a fatal nervous system
disease - “brain eating”
• Some can transform between
amoeboid and flagellated stages.
45
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
• Not colonial; live as single cells
• Some secrete shells or glue sand
grains together to form a casing.
• Many pathogens
46
Amoebozoans: Loboseans
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Pathogens
Pathogens: infectious agents that cause a
disease.
A small percentage of bacteria and
eukaryotes are pathogens.
No archaea are known to be pathogens.
47
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Pathogens
Robert Koch set down rules to establish that
a particular organism causes a particular
disease—Koch’s postulates.
48
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Figure 26.22 Satisfying Koch’s Postulates (Part 1)
49
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Figure 26.22 Satisfying Koch’s Postulates (Part 1)
50
Helicobacter pylori 1.5 µm
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Proteobacteria
• Gram-negative
• Escherichia coli: model
organism and human
gut commensal and
pathogen
• Mitochondria evolved
from this group
• Includes many human
and animal
pathogens: plague,
cholera, typhoid
51
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Figure 26.22 Satisfying Koch’s Postulates (Part 1)
52
Helicobacter pylori 1.5 µm
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Figure 26.22 Satisfying Koch’s Postulates (Part 1)
53
Helicobacter pylori 1.5 µm
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Figure 26.22 Satisfying Koch’s Postulates (Part 2)
54
Test 1
Test 2
Test 3
Test 4
The microorganism must be present in every case of the disease.
The microorganism must be cultured from a sick host.
The isolated and cultured bacteria must be able to induce the disease.
The bacteria must be recoverable from newly infected individuals.
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Figure 26.22 Satisfying Koch’s Postulates (Part 2)
55
Marshall and Warren set out to satisfy Koch’s postulates:
Test 1
Test 2
Test 3
Test 4
Conclusion
The microorganism must be present in every case of the disease.
Results: Biopsies from the stomachs of many patients revealed that the bacterium was always present if
the stomach was inflamed or ulcerated.
The microorganism must be cultured from a sick host.
Results: The bacterium was isolated from biopsy material and eventually grown in culture media in the
laboratory.
The isolated and cultured bacteria must be able to induce the disease.
Results: Marshall was examined and found to be free of bacteria and inflammation in his stomach. After
drinking a pure culture of the bacterium, he developed stomach inflammation (gastritis).
The bacteria must be recoverable from newly infected individuals.
Results: Biopsy of Marshall’s stomach 2 weeks after he ingested the bacteria revealed the presence of
the bacterium, now christened Helicobacter pylori, in the inflamed tissue.
Antibiotic treatment eliminated the bacteria and the inflammation in Marshall’s stomach. The experiment
was repeated on healthy volunteers, and many patients with gastric ulcers were cured with antibiotics.
Thus Marshall and Warren demonstrated that the stomach inflammation leading to ulcers is caused by
H. pylori infections in the stomach.
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Case Study: Anthrax
56
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Bacillus anthracis
• A member of the Firmicutes
(low GC Gram positive)
phylum
• Sporulates
• Animal and human pathogen
• Highly invasive
• “Weoponized” by multiple
countries
57
Anthrax letters
"58
"59
September 18, 2001: Anthrax = caused by Bacillus anthracis
Anthrax forensics
• Question - How do you figure out where the
Anthrax in the letters came from?
"60
Anthrax forensics
• Question - How do you figure out where the
Anthrax in the letters came from?
!
• Answer came from phylogenetics
"61
Anthrax Diversity
Figure 3. Worldwide distribution of B. anthracis clonal lineages:Phylogenetic and geographic relationships
among 1,033 B. anthracis isolates.
doi:10.1371/journal.pone.0000461.g002
"62
DNA
extraction
PCR
Sequence
rRNA genes
Sequence alignment = Data matrixPhylogenetic tree
PCR
rRNA1
Yeast
Makes lots
of copies of
the rRNA
genes in
sample
rRNA
5’ ...ACACACATAG
GTGGAGCTAGCGA
TCGATCGA... 3’
E. coli
Humans
A
T
T
A
G
A
A
C
A
T
C
A
C
A
A
C
A
G
G
A
G
T
T
C
Anthrax1
E. coli Humans
Yeast
Phylogenetic analysis in the lab
"63
PCR = Polymerase Chain Reaction
DNA
extraction
PCR
Sequence
rRNA genes
Sequence alignment = Data matrix
PCR
Anthrax2
Yeast
Makes lots
of copies of
the rRNA
genes in
sample
rRNA
5’ ...ACACACATAG
GTGGAGCTAGCGA
TCGATCGA... 3’
E. coli
Humans
A
T
T
A
G
A
A
C
A
T
C
A
C
A
A
C
A
G
G
A
G
T
T
C
Phylogenetic analysis in the lab
"64
PCR = Polymerase Chain Reaction
Anthrax1 A C A C A C
DNA
extraction
PCR
Sequence
rRNA genes
Sequence alignment = Data matrix
PCR
Anthrax3
Yeast
Makes lots
of copies of
the rRNA
genes in
sample
rRNA
5’ ...ACACACATAG
GTGGAGCTAGCGA
TCGATCGA... 3’
E. coli
Humans
A
T
T
A
G
A
A
C
A
T
C
A
C
A
A
C
A
G
G
A
G
T
T
C
Phylogenetic analysis in the lab
"65
PCR = Polymerase Chain Reaction
Anthrax2 A C A C A C
Anthrax1 A C A C A C
DNA
extraction
PCR
Sequence
rRNA genes
Sequence alignment = Data matrixPhylogenetic tree
PCR
Anthrax3
Yeast
Makes lots
of copies of
the rRNA
genes in
sample
rRNA
5’ ...ACACACATAG
GTGGAGCTAGCGA
TCGATCGA... 3’
E. coli
Humans
A
T
T
A
G
A
A
C
A
T
C
A
C
A
A
C
A
G
G
A
G
T
T
C
1
E. coli Humans
Yeast
Phylogenetic analysis in the lab
"66
PCR = Polymerase Chain Reaction
Anthrax2 A C A C A C
Anthrax1 A C A C A C23
VNTRs
• rRNA evolves too slowly to distinguish different strains of
B. anthracis from each other
• Fortunately, some regions of the genome evolve much
more rapidly
• Known as VNTR (Variable Number of Tandem Repeats)
regions
• Mutation rate
! VNTR >>>> Coding Region Transition > Coding
Regions Transversion > rRNA
• Surveyed 50+ VNTRs
"67
Anthrax Diversity
Figure 3. Worldwide distribution of B. anthracis clonal lineages:Phylogenetic and geographic relationships
among 1,033 B. anthracis isolates.
doi:10.1371/journal.pone.0000461.g002
"68
Anthrax Diversity
Figure 3. Worldwide distribution of B. anthracis clonal lineages:Phylogenetic and geographic relationships
among 1,033 B. anthracis isolates.
doi:10.1371/journal.pone.0000461.g002
"68
Anthrax Diversity
Figure 3. Worldwide distribution of B. anthracis clonal lineages:Phylogenetic and geographic relationships
among 1,033 B. anthracis isolates.
doi:10.1371/journal.pone.0000461.g002
"68
Anthrax Diversity
Figure 3. Worldwide distribution of B. anthracis clonal lineages:Phylogenetic and geographic relationships
among 1,033 B. anthracis isolates.
doi:10.1371/journal.pone.0000461.g002
"68
VNTR Tree by Paul Keim et al
Figure 2. UPGMA dendrogram of VNTR data from worldwide B. anthracis isolates: Fifteen VNTR loci and
UPGMA cluster analysis were used to establish genetic relationships among the 1,033 B. anthracis isolates."69
VNTR Tree by Paul Keim et al
Figure 2. UPGMA dendrogram of VNTR data from worldwide B. anthracis isolates: Fifteen VNTR loci and
UPGMA cluster analysis were used to establish genetic relationships among the 1,033 B. anthracis isolates."70
VNTR Tree by Paul Keim et al
Figure 2. UPGMA dendrogram of VNTR data from worldwide B. anthracis isolates: Fifteen VNTR loci and
UPGMA cluster analysis were used to establish genetic relationships among the 1,033 B. anthracis isolates."70
• The “AMES”
strain of
anthrax
• Used in labs
throughout
world
Anthrax Letters
"71
• 50 VNTRs used evolve too slowly for distinguishing
AMES strains from each other
• Solution - sequence entire genomes of each strain
• Build tree from whole genome
"72
"73
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Where do viruses sit on the tree of life?
• Viruses are obligate parasites of other organisms and
cannot live on their own
• Three main theories about viruses and where they sit on
the tree of life
• 1. Viruses are relics from a pre-cellular world
• 2. Viruses are escaped portions of cellular organisms
• 3. Viruses are extremely derived and reduced cellular
organisms
74
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Viruses on the Tree of Life?
75
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Viruses on the Tree of Life?
75
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Viruses on the Tree of Life?
75
- --
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Viruses on the Tree of Life?
75
- --
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 76
Virus Evolution Models
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 77
Bacteria Archaea Eukaryotes
Virus Evolution Model 1: The Fourth Domain
Viruses
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 78
Bacteria Archaea Eukaryotes
Virus Evolution Model 2: Separate Origin
Viruses
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 79
Bacteria Archaea EukaryotesViruses Viruses
Virus Evolution Model 3: From Within Other Groups
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Probably a Little of Each
80
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Case Study: Influenza Virus
81
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Influenza Virus
• “Influenza” – term dates
from 15th century Italy when
epidemics were attributed to
the influence of the stars
• Negative strand RNA
viruses
• 8 single strand
chromosomes
• Two key proteins for
antigenicity
! H = Hemagglutanin
! N = Neuraminadase
82
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Flu Phylogeny
PLoS Currents Influenza.
2009 Sep 3:RRN1031. 83
As with anthrax one
needs the sequence
of the entire genome
to accurately track flu
evolution
Most important result:
different segments of
the flu genome can
have very different
histories
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Flu Recombination
84
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 85
Virus Evolution Models
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
DNA Viruses
• Some DNA viruses may be highly reduced
parasitic organisms that have lost their
cellular structure and ability to survive as
free-living species.
• The mimiviruses have genomes similar in
size to some parasitic bacteria.
• Phylogenetic analyses suggest that they
have evolved repeatedly from cellular
organisms.
86
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Figure 26.25 Mimiviruses Have Genomes Similar in
87
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Retroviruses
Retroviruses insert their genomes into the
host genome.
They may become nonfunctional and no
longer expressed and thus may provide a
record of ancient viral infections.
Humans have about 100,000 fragments of
endogenous retroviruses.
88
Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Phage
Bacteriophage viruses have been used to
fight bacterial infections in humans.
Called phage therapy, it was developed
during WWI, but was replaced by
antibiotics in the 1930s and 1940s.
As bacteria evolve resistance to antibiotics,
research in phage therapy has resumed.
89

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BIS2C. Biodiversity and the Tree of Life. 2014. L12. Symbioses and the Human Microbiome

  • 1. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Lecture 12 ! Lecture 12 ! Symbioses and The Human Microbiome ! ! BIS 002C Biodiversity & the Tree of Life Spring 2014 ! Prof. Jonathan Eisen 1
  • 2. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Where we are going and where we have been • Previous Lecture: !11: Symbioses and humans • Current Lecture: !12: Symbioses and humans • Next Lecture: !13: Fungi 2
  • 3. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 3 Please arrive early bring the following to the exam: 1. A pen 2. A #2 pencil 3. Photo ID BIS2C Midterm 1: B Sections
 April 21st 4:10pm – 5:00pm
 Freeborn Hall Last Names: A - Sak ! Chemistry 179 Last Names: San - Z
  • 4. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 4 BIS2C Midterm 1 Review
 April 19th 11:00 am – 12:00 pm
 Rock Hall
  • 5. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Microbe Launch Today to ISS 5 see http://spacemicrobes.org Follow live via #SpaceMicrobes
  • 6. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 6
  • 7. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 7
  • 8. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 8
  • 9. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Lecture 12 Outline • Microbiome Continued • Evolution • Function • Symbioses • Pathogens 9
  • 10. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Microbiome Continued 10
  • 11. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 11 DIY Fecal Transplant
  • 12. !12 ! ! Lesson 2 ! The Importance of History (i.e., Evolution)
  • 13. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Primate Evolution 13
  • 14. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 History of an Ecosystem is Important 14
  • 15. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Vertebrate Microbiomes16SribosomalRNAsequences(%) 0 20 40 60 80 100 Bacteroidetes (red) Firmicutes (blue) Vertebrate gut Termite gut Salt-water surface Salt water Subsurface, anoxic or sediment Other human Non-saline cultured Insects or earthworms Soils or freshwater sediments Mixed water Figure 3 | Relative abundance of phyla in samples. Bargraphshowingtheproportionofsequencesfromeachsample thatcouldbeclassifiedatthephylumlevel.ThecolourcodesforthedominantFirmicutesandBacteroidetesphylaareshown.15 Nat Rev Microbiol. 2008 October ; 6(10): 776–788. doi:10.1038/nrmicro1978.!
  • 16. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Evolution of the Human Microbiome 16
  • 17. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 17
  • 18. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 18
  • 19. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 19
  • 20. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 20
  • 22. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Microbiome Functions • Digestion of food and metabolism of drugs • Manages immune system • Preventing infection by pathogens • Heals wounds • Contributes to metabolic rate/obesity • Development of the immune system • Vitamin production (e.g., B12 and K) • Toxin degradation • Appearance and odor 22
  • 23. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Who Are We? 23
  • 24. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Who is in Charge? 24
  • 25. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Overselling the Microbiome • Correlation ≠ Causation • Complexity is astonishing ! 1000s of taxa ! Each with intraspecific variation ! Viruses, bacteria, archaea, eukaryotes • Massive risk for false positive associations
 25
  • 26. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Crowdsourcing the Microbiome 26
  • 27. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Symbioses 27
  • 28. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Symbioses • Symbiosis is an intimate association between at least two different organisms in which at least one of them benefits ! • Endosymbiosis is a symbiosis (could be mutualism, commensalism or parasitism) in which one of the organisms live inside the cells of the other 28
  • 29. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Classes of symbiosis Organism Class of symbiosis A B Mutualism + + Commensalism + 0 Parasitism + - 29
  • 30. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Organism Class of symbiosis A B Mutualism + + Commensalism + 0 Parasitism + - 30 Classes of symbiosis
  • 31. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Mutualistic Symbioses of Bacteria in Eukaryotes • Digestive ! Ruminants ! Cellulolytic insects • Defensive • Behavioral ! Squid light organs • Autotrophic ! Photosynthetic ! Chemosynthetic in deep sea • Nutritional ! Aphids ! Nitrogen fixation in legumes 31
  • 32. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Organism Class of symbiosis A B Mutualism + + Commensalism + 0 Parasitism + - 32 Classes of symbiosis
  • 33. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Organism Class of symbiosis A B Mutualism + + Commensalism + 0 Parasitism + - 33 Classes of symbiosis
  • 34. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Pathogens Pathogens: infectious agents that cause a disease. 34
  • 35. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Spirochetes • Gram-negative • Motile • Chemoheterotrophic • Unique rotating, axial filaments (modified flagella) • Many are pathogens: !Syphilis !Lyme disease • Others free-living 35
  • 36. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Chlamydias • Gram-negative • Cocci or rod-shaped • Extremely small • Live only as parasites inside cells of eukaryotes & cause various diseases !Trachoma !Multiple sexually transmitted diseases !Pneumonia 36 C. trachomatis
  • 37. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 High-GC Gram Positives (Actinobacteria) • High G+C/A+T ratio in DNA • Elaborate branching • Some reproduce by forming chains of spores at tips of filaments • Most antibiotics are from this group • Causative agents of many diseases such as tuberculosis and leprosy • Many originally misclassified as fungi 37
  • 38. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Low-GC Gram Positives (Firmicutes) • Low G+C/A+T ratio in DNA • Some produce endospores which are resistant “seeds” that germinate when conditions are good • Many agents of diseases (e.g., anthrax, MRSA, Streptococcus, botulism, tetanus) • Many of agricultural and industrial use (e.g., Lactic acid bacteria) • Some (Mycoplasmas) have no cell wall and are extremely small 38 Mycoplasmas
  • 39. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Proteobacteria • Gram-negative • Escherichia coli: model organism and human gut commensal and pathogen • Mitochondria evolved from this group • Includes many human and animal pathogens: plague, cholera, typhoid 39
  • 40. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Alveolates: Apicomplexans • All parasitic • Have a mass of organelles at one tip —the apical complex that help the parasite enter the host’s cells. 40 Apical complex • Plasmodium falciparum- Malaria kills 700,000-2,000,000 people per year—75% of them are African children
  • 41. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Alveolates: Ciliates 41 Movement in a ciliate from the gut of a termite • All have numerous cilia, the structure is identical to flagella. • Most are heterotrophic; very diverse group. • Have complex body forms and two types of nuclei. • Some pathogens (e.g., Ick)
  • 42. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Alveolates: Ciliates 41 Movement in a ciliate from the gut of a termite • All have numerous cilia, the structure is identical to flagella. • Most are heterotrophic; very diverse group. • Have complex body forms and two types of nuclei. • Some pathogens (e.g., Ick)
  • 43. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Stramenopiles: Oomcyetes Phytophthora Potato Late Blight • Non-photosynthetic. • Are absorptive heterotrophs • Once were classed as fungi, but are unrelated. 42 Sudden Oak Death
  • 44. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Excavates: Diplomonads and Parabisalids • Unicellular • Lack mitochondria and most are anaerobic. This is a derived condition • Giardia lamblia - a diplomonad - is a human parasite • Trichomonas vaginalis - parabasalid - STD 43
  • 45. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Excavates: Kinetoplastids • Unicellular parasites with two flagella and a single mitochondrion. • Mitochondrion contains a kinetoplast - structure with multiple, circular DNA molecules • Includes trypanosomes and agents of chagas, sleeping sickness, Leishmaniasis Trypanosoma sp.! mixed with blood cells 44
  • 46. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Excavates: Heteroloboseans • Amoeboid body form. • Naegleria can enter humans and cause a fatal nervous system disease - “brain eating” • Some can transform between amoeboid and flagellated stages. 45
  • 47. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 • Not colonial; live as single cells • Some secrete shells or glue sand grains together to form a casing. • Many pathogens 46 Amoebozoans: Loboseans
  • 48. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Pathogens Pathogens: infectious agents that cause a disease. A small percentage of bacteria and eukaryotes are pathogens. No archaea are known to be pathogens. 47
  • 49. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Pathogens Robert Koch set down rules to establish that a particular organism causes a particular disease—Koch’s postulates. 48
  • 50. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Figure 26.22 Satisfying Koch’s Postulates (Part 1) 49
  • 51. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Figure 26.22 Satisfying Koch’s Postulates (Part 1) 50 Helicobacter pylori 1.5 µm
  • 52. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Proteobacteria • Gram-negative • Escherichia coli: model organism and human gut commensal and pathogen • Mitochondria evolved from this group • Includes many human and animal pathogens: plague, cholera, typhoid 51
  • 53. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Figure 26.22 Satisfying Koch’s Postulates (Part 1) 52 Helicobacter pylori 1.5 µm
  • 54. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Figure 26.22 Satisfying Koch’s Postulates (Part 1) 53 Helicobacter pylori 1.5 µm
  • 55. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Figure 26.22 Satisfying Koch’s Postulates (Part 2) 54 Test 1 Test 2 Test 3 Test 4 The microorganism must be present in every case of the disease. The microorganism must be cultured from a sick host. The isolated and cultured bacteria must be able to induce the disease. The bacteria must be recoverable from newly infected individuals.
  • 56. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Figure 26.22 Satisfying Koch’s Postulates (Part 2) 55 Marshall and Warren set out to satisfy Koch’s postulates: Test 1 Test 2 Test 3 Test 4 Conclusion The microorganism must be present in every case of the disease. Results: Biopsies from the stomachs of many patients revealed that the bacterium was always present if the stomach was inflamed or ulcerated. The microorganism must be cultured from a sick host. Results: The bacterium was isolated from biopsy material and eventually grown in culture media in the laboratory. The isolated and cultured bacteria must be able to induce the disease. Results: Marshall was examined and found to be free of bacteria and inflammation in his stomach. After drinking a pure culture of the bacterium, he developed stomach inflammation (gastritis). The bacteria must be recoverable from newly infected individuals. Results: Biopsy of Marshall’s stomach 2 weeks after he ingested the bacteria revealed the presence of the bacterium, now christened Helicobacter pylori, in the inflamed tissue. Antibiotic treatment eliminated the bacteria and the inflammation in Marshall’s stomach. The experiment was repeated on healthy volunteers, and many patients with gastric ulcers were cured with antibiotics. Thus Marshall and Warren demonstrated that the stomach inflammation leading to ulcers is caused by H. pylori infections in the stomach.
  • 57. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Case Study: Anthrax 56
  • 58. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Bacillus anthracis • A member of the Firmicutes (low GC Gram positive) phylum • Sporulates • Animal and human pathogen • Highly invasive • “Weoponized” by multiple countries 57
  • 60. "59 September 18, 2001: Anthrax = caused by Bacillus anthracis
  • 61. Anthrax forensics • Question - How do you figure out where the Anthrax in the letters came from? "60
  • 62. Anthrax forensics • Question - How do you figure out where the Anthrax in the letters came from? ! • Answer came from phylogenetics "61
  • 63. Anthrax Diversity Figure 3. Worldwide distribution of B. anthracis clonal lineages:Phylogenetic and geographic relationships among 1,033 B. anthracis isolates. doi:10.1371/journal.pone.0000461.g002 "62
  • 64. DNA extraction PCR Sequence rRNA genes Sequence alignment = Data matrixPhylogenetic tree PCR rRNA1 Yeast Makes lots of copies of the rRNA genes in sample rRNA 5’ ...ACACACATAG GTGGAGCTAGCGA TCGATCGA... 3’ E. coli Humans A T T A G A A C A T C A C A A C A G G A G T T C Anthrax1 E. coli Humans Yeast Phylogenetic analysis in the lab "63 PCR = Polymerase Chain Reaction
  • 65. DNA extraction PCR Sequence rRNA genes Sequence alignment = Data matrix PCR Anthrax2 Yeast Makes lots of copies of the rRNA genes in sample rRNA 5’ ...ACACACATAG GTGGAGCTAGCGA TCGATCGA... 3’ E. coli Humans A T T A G A A C A T C A C A A C A G G A G T T C Phylogenetic analysis in the lab "64 PCR = Polymerase Chain Reaction Anthrax1 A C A C A C
  • 66. DNA extraction PCR Sequence rRNA genes Sequence alignment = Data matrix PCR Anthrax3 Yeast Makes lots of copies of the rRNA genes in sample rRNA 5’ ...ACACACATAG GTGGAGCTAGCGA TCGATCGA... 3’ E. coli Humans A T T A G A A C A T C A C A A C A G G A G T T C Phylogenetic analysis in the lab "65 PCR = Polymerase Chain Reaction Anthrax2 A C A C A C Anthrax1 A C A C A C
  • 67. DNA extraction PCR Sequence rRNA genes Sequence alignment = Data matrixPhylogenetic tree PCR Anthrax3 Yeast Makes lots of copies of the rRNA genes in sample rRNA 5’ ...ACACACATAG GTGGAGCTAGCGA TCGATCGA... 3’ E. coli Humans A T T A G A A C A T C A C A A C A G G A G T T C 1 E. coli Humans Yeast Phylogenetic analysis in the lab "66 PCR = Polymerase Chain Reaction Anthrax2 A C A C A C Anthrax1 A C A C A C23
  • 68. VNTRs • rRNA evolves too slowly to distinguish different strains of B. anthracis from each other • Fortunately, some regions of the genome evolve much more rapidly • Known as VNTR (Variable Number of Tandem Repeats) regions • Mutation rate ! VNTR >>>> Coding Region Transition > Coding Regions Transversion > rRNA • Surveyed 50+ VNTRs "67
  • 69. Anthrax Diversity Figure 3. Worldwide distribution of B. anthracis clonal lineages:Phylogenetic and geographic relationships among 1,033 B. anthracis isolates. doi:10.1371/journal.pone.0000461.g002 "68
  • 70. Anthrax Diversity Figure 3. Worldwide distribution of B. anthracis clonal lineages:Phylogenetic and geographic relationships among 1,033 B. anthracis isolates. doi:10.1371/journal.pone.0000461.g002 "68
  • 71. Anthrax Diversity Figure 3. Worldwide distribution of B. anthracis clonal lineages:Phylogenetic and geographic relationships among 1,033 B. anthracis isolates. doi:10.1371/journal.pone.0000461.g002 "68
  • 72. Anthrax Diversity Figure 3. Worldwide distribution of B. anthracis clonal lineages:Phylogenetic and geographic relationships among 1,033 B. anthracis isolates. doi:10.1371/journal.pone.0000461.g002 "68
  • 73. VNTR Tree by Paul Keim et al Figure 2. UPGMA dendrogram of VNTR data from worldwide B. anthracis isolates: Fifteen VNTR loci and UPGMA cluster analysis were used to establish genetic relationships among the 1,033 B. anthracis isolates."69
  • 74. VNTR Tree by Paul Keim et al Figure 2. UPGMA dendrogram of VNTR data from worldwide B. anthracis isolates: Fifteen VNTR loci and UPGMA cluster analysis were used to establish genetic relationships among the 1,033 B. anthracis isolates."70
  • 75. VNTR Tree by Paul Keim et al Figure 2. UPGMA dendrogram of VNTR data from worldwide B. anthracis isolates: Fifteen VNTR loci and UPGMA cluster analysis were used to establish genetic relationships among the 1,033 B. anthracis isolates."70 • The “AMES” strain of anthrax • Used in labs throughout world
  • 77. • 50 VNTRs used evolve too slowly for distinguishing AMES strains from each other • Solution - sequence entire genomes of each strain • Build tree from whole genome "72
  • 78. "73
  • 79. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Where do viruses sit on the tree of life? • Viruses are obligate parasites of other organisms and cannot live on their own • Three main theories about viruses and where they sit on the tree of life • 1. Viruses are relics from a pre-cellular world • 2. Viruses are escaped portions of cellular organisms • 3. Viruses are extremely derived and reduced cellular organisms 74
  • 80. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Viruses on the Tree of Life? 75
  • 81. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Viruses on the Tree of Life? 75
  • 82. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Viruses on the Tree of Life? 75 - --
  • 83. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Viruses on the Tree of Life? 75 - --
  • 84. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 76 Virus Evolution Models
  • 85. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 77 Bacteria Archaea Eukaryotes Virus Evolution Model 1: The Fourth Domain Viruses
  • 86. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 78 Bacteria Archaea Eukaryotes Virus Evolution Model 2: Separate Origin Viruses
  • 87. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 79 Bacteria Archaea EukaryotesViruses Viruses Virus Evolution Model 3: From Within Other Groups
  • 88. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Probably a Little of Each 80
  • 89. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Case Study: Influenza Virus 81
  • 90. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Influenza Virus • “Influenza” – term dates from 15th century Italy when epidemics were attributed to the influence of the stars • Negative strand RNA viruses • 8 single strand chromosomes • Two key proteins for antigenicity ! H = Hemagglutanin ! N = Neuraminadase 82
  • 91. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Flu Phylogeny PLoS Currents Influenza. 2009 Sep 3:RRN1031. 83 As with anthrax one needs the sequence of the entire genome to accurately track flu evolution Most important result: different segments of the flu genome can have very different histories
  • 92. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Flu Recombination 84
  • 93. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 85 Virus Evolution Models
  • 94. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 DNA Viruses • Some DNA viruses may be highly reduced parasitic organisms that have lost their cellular structure and ability to survive as free-living species. • The mimiviruses have genomes similar in size to some parasitic bacteria. • Phylogenetic analyses suggest that they have evolved repeatedly from cellular organisms. 86
  • 95. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Figure 26.25 Mimiviruses Have Genomes Similar in 87
  • 96. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Retroviruses Retroviruses insert their genomes into the host genome. They may become nonfunctional and no longer expressed and thus may provide a record of ancient viral infections. Humans have about 100,000 fragments of endogenous retroviruses. 88
  • 97. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 Phage Bacteriophage viruses have been used to fight bacterial infections in humans. Called phage therapy, it was developed during WWI, but was replaced by antibiotics in the 1930s and 1940s. As bacteria evolve resistance to antibiotics, research in phage therapy has resumed. 89