1. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2016
Lecture 10:
Not Trees
BIS 002C
Biodiversity & the Tree of Life
Spring 2016
Prof. Jonathan Eisen
1
2. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2016
Where we are going and where we have been
• Previous Lecture:
!9: Microbial Diversity
• Current Lecture:
!10: Not trees
• Next Lecture:
!11: Functional Diversity
2
4. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Key Concepts
• Different parts of a cell or genome can have different
histories
• Many cases and causes of this including
• Viral insertion of DNA and movement between hosts
• Lateral gene transfer (unidirectional movement of DNA
from one cell to another)
• Endosymbiosis (one cell bringing another cell inside of
it)
• Detecting such events can be done via phylogenetic
analysis
4
5. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Diverse Organelles
5
Mitochondrion Chloroplast
Nucleus
6. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 8
Many
similarities to
bacteria /
archaea
Mitochondria look like bacteria
But
morphology
not useful for
phylogeny of
bacteria &
archaea
7. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 9
DNA
Mitochondria have their own genomes
8. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Woese Tree of Life
10
rRNA rRNArRNA
ACUGC
ACCUAU
CGUUCG
ACUCC
AGCUAU
CGAUCG
ACCCC
AGCUCU
CGCUCG
Taxa Characters
S ACUGCACCUAUCGUUCG
R ACUCCACCUAUCGUUCG
E ACUCCAGCUAUCGAUCG
F ACUCCAGGUAUCGAUCG
C ACCCCAGCUCUCGCUCG
W ACCCCAGCUCUGGCUCG
Taxa Characters
S ACUGCACCUAUCGUUCG
E ACUCCAGCUAUCGAUCG
C ACCCCAGCUCUCGCUCG
B AMito B
9. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 12
Phylogenetic Tree of Mitochondrial Genes
10. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Phylogenetic Tree of Mitochondrial Genes
13
11. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Eukaryote Groups - More Detail
1414
12. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Phylogenetic Tree of Mitochondrial Genes
15
Conclusion: All Mitochondria Have a Common Ancestry
13. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
One Theory of Mitochondrial Evolution
16
14. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
A common ancestor of eukaryotes
17
Cell
membrane
Genome
15. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 18
αProteo
Genome
Bacterial cell envelope
Cell
membrane
Genome
A Symbiosis with a Proteobacterium
16. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Engulfment
19
αProteo
Cell
membrane
Genome
Genome
Bacterial cell envelope
17. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 20
αProteo
Cell
membrane
Genome
Genome
Bacterial cell envelope
Host
membrane
Endosymbiosis
Endosymbiosis: when an organism
(the host) bring another organism (the
symbiont) inside of its cell.
18. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 21
αProteo
Cell
membrane
Genome
Genome
Bacterial cell envelope
Host
membrane
Endosymbiosis
Endosymbiosis: when an organism
(the host) bring another organism (the
symbiont) inside of its cell.
Is a “Primary symbiosis” because symbiont
has not experienced a prior symbiosis
19. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Origin of the nucleus
22
N
αProteo
Host
membrane
Nucleus
Cell
membrane
Genome
Genome
Bacterial cell envelope
20. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Mitochondria
23
N
Mitochondrion
Genome
M
Nucleus
Cell
membrane
Genome
21. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Different histories within one genome
24
Bacteria Archaea Eukaryotes
Nucleus
Mitochondrion
A model
of a
eukaryotic
cell
Nuclear
Tree
Mitochondrial
Tree
Eukaryotes Bacteria ArchaeaB
22. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Chimeras
25
Bacteria Archaea Eukaryotes
Nucleus
Mitochondrion
A model
of a
eukaryotic
cell
Nuclear
Tree
Mitochondrial
Tree
Eukaryotes Bacteria ArchaeaB
23. N M
N M
N M
N M
N M
N M
N M
N M
N
+
+
+
+
-
+
+
+
+
Presence/Absence of Mitochondria
• How Explain
Pattern of
Presence /
Absence?
24. 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
27
25. N M
N M
N M
N M
N M
N M
N M
N M
N
+
+
+
+
-
+
+
+
+
Mitochondria found throughout
eukaryotic diversity in almost all
taxa
Phylogeny of mitochondria
suggest all have a common origin
Phylogeny of mitochondria is
congruent to phylogeny of
nucleus from same taxa
26. Mitochondria found throughout
eukaryotic diversity in almost all
taxa
N M
N M
N M
N M
N M
N M
N M
N M
N
+
+
+
+
-
+
+
+
+
Phylogeny of mitochondria
suggest all have a common origin
Phylogeny of mitochondria is
congruent to phylogeny of
nucleus from same taxa
Can infer then that
mitochondria were likely
present in the common
ancestor of all eukaryotes.
N M
27. Mitochondria found throughout
eukaryotic diversity in almost all
taxa
N M
N M
N M
N M
N M
N M
N M
N M
N
+
+
+
+
-
+
+
+
+
Phylogeny of mitochondria
suggest all have a common origin
Phylogeny of mitochondria is
congruent to phylogeny of
nucleus from same taxa
Can infer then that
mitochondria were likely
present in the common
ancestor of all eukaryotes.
N M
N M
N M
N M
N M
N M
28. Mitochondria found throughout
eukaryotic diversity in almost all
taxa
N M
N M
N M
N M
N M
N M
N M
N M
N
+
+
+
+
-
+
+
+
+
Phylogeny of mitochondria
suggest all have a common origin
Phylogeny of mitochondria is
congruent to phylogeny of
nucleus from same taxa
Can infer then that
mitochondria were likely
present in the common
ancestor of all eukaryotes.
N M
N M
N M
N M
N M
N M
Then can infer that
lineages w/o
mitochondria lost them
sometime in their
history
29. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Phylogenetic Tree of Mitochondrial Genes
36
Some species have
mitochondrially
related genes even
though they do not
have mitochondria
30. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Different histories within one genome
37
Bacteria Archaea Eukaryotes
Nucleus
Mitochondrion
A model
of a
eukaryotic
cell
Nuclear
Tree
Mitochondrial
Tree
Eukaryotes Bacteria ArchaeaB
31. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Case 2: Chloroplast Evolution
38
32. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Scattered distribution of chloroplasts
3939
33. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Copying the Mitochondrial Model …
40
34. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Eukaryotic Cell
41
N
M
Mitochondrion
Mitochondrial
Genome
Nucleus
Cell membrane
Nuclear Genome
35. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Symbiosis with Free Living Cyanobacterium
42
N
Mitochondrion
Mitochondrial
Genome
M
Nucleus
Cell membrane
Nuclear Genome
Cyanobacterial
Cell envelope
Cyanobacterial
Genome Cyano
36. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Engulfment
43
N
Mitochondrion
Mitochondrial
Genome
M
Nucleus
Cell membrane
Nuclear Genome
Cyanobacterial
Cell envelope
Cyanobacterial
Genome Cyano
37. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Endosymbiosis
44
N
Mitochondrion
Mitochondrial
Genome
M
Nucleus
Cell membrane
Nuclear Genome
Cyanobacterial
Cell envelope
Cyanobacterial
Genome
Cyano
Is a “Primary symbiosis” because the symbiont has not
experienced a prior symbiosis.
38. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Chloroplast
45
N
Mitochondrion
Mitochondrial
Genome
M
Nucleus
Cell membrane
Nuclear Genome
Chloroplast
Cell envelope
Chloroplast
Genome
Chloroplast
39. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Membrane lost in some
46
N
Mitochondrion
Mitochondrial
Genome
M
Nucleus
Cell membrane
Nuclear Genome
Outer cell membrane lost in some
Chloroplast
Genome
Chloroplast
40. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Cell wall lost in some
47
N
Mitochondrion
Mitochondrial
Genome
M
Nucleus
Cell membrane
Nuclear Genome
Cell wall lost in some
Chloroplast
Genome
Chloroplast
41. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 48
N
Mitochondrion
Mitochondrial
Genome
M
Nucleus
Cell membrane
Nuclear Genome
Cell wall lost in some
Chloroplast
Genome
Chloroplast
If this model is correct, what should phylogenetic trees of genes
from the chloroplast look like?
42. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
If single origin what should trees look like?
49
43. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 50
Bacteria Archaea Eukaryotes
Model prediction 1
Predicted tree for the nuclear genome
44. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 51
Bacteria ArchaeaEukaryotes
Predicted tree for the chloroplast genome
Bacteria
Model prediction 2
45. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
What if chloroplast had many separate origins?
52
46. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 53
Bacteria ArchEuks
Alternative model: multiple origins of chloroplasts
Possible tree for alternative model
Bact Euks Euks
47. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Testing the models
54
48. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 55
Testing the models: morphology not informative
Many
similarities
to bacteria /
archaea
49. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 56
DNA
Testing the models: use DNA
50. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Chloroplast Phylogeny
57
51. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Chloroplast Phylogeny
58
52. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Chloroplast Phylogeny
59
Conclusion: All Chloroplasts Have a Common Ancestry
53. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Different histories within one genome
Nucleus
CPST
MITO
Chloroplast
Tree
Bacteria Archaea Eukaryotes
Nuclear
Tree
Mitochondrial
Tree
Eukaryotes Bacteria ArchaeaB
Bacteria BEukaryotes Archaea
54. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Different histories within one genome
Nucleus
CPST
MITO
Chloroplast
Tree
Bacteria Archaea Eukaryotes
Nuclear
Tree
Mitochondrial
Tree
Eukaryotes Bacteria ArchaeaB
Bacteria BEukaryotes Archaea
55. Why does it matter which
lineage they came from?
Many photosynthetic
bacteria
Chloroplast biology is
more similar to that of
cyanobacteria than to
other photosynthetic
bacteria
57. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Model Has Limitations
N M
N M
N M
N M
N M
N M
Archaea
Eukarya
Bacteria
LUCA
NM
NM
NM
NM
NM
NM
Model like this is
inconsistent with much
of the data
C
C
C
C
C
C
67
58. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Scattered distribution of chloroplasts
6868
59. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
N M
C
N M
C
N M
C
N M
C
N M
C
N M
C
Scattered distribution of chloroplasts
69
Hypothesis 1:
Ancestral AND Loss
60. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
N M
C
N M
C
N M
C
N M
C
N M
C
N M
C
Scattered distribution of chloroplasts
70
Hypothesis 1:
Ancestral AND Loss
If correct, then tree of
chloroplasts should still
parallel tree of nuclear
genome (with some
organisms missing).
But it does not.
62. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Cryptomonad
Some organisms have
complicated
membranes around
their chloroplasts.
63. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
N M
C
N M
N M
N M
N M
N M
Scattered distribution of chloroplasts
73
Hypothesis 2:
Diversification of Major
Lineages
Symbiosis in Plantae
Ancestor
64. N M
C
N M
C
N M
C
N M
C
Each lineage accumulates
some unique properties,
such as sequences of
some of their genes (N, M
or C genes).
N M
C
N M
C
N M
C
N M
C
N M
C
65. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
N M
C
Scattered distribution of chloroplasts
75
Hypothesis 2:
Diversification of Major
Lineages
Symbiosis in Plantae
Ancestor
“Secondary Symbiosis” in
other lineages
66. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Model for “Secondary” Symbiosis
76
67. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Symbiosis between two eukaryotic cells
77
N
M
“Normal” eukaryote
Plantae representative with chloroplast
N M
C
68. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 78
N
M
N M
C
Engulfment
69. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 79
N
M
N
M
C
Symbiont
Host
Endosymbiosis
Endosymbiosis: when an organism (the host) bring another organism (the
symbiont) inside of its cell.
70. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 80
N
M
N
M
C
Symbiont
Host
This is a “secondary” symbioses because the symbiont itself already was a
host of other symbionts.
Endosymbiosis
71. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 81
N
M
N
C
Symbiont
Host
Second mitochondria often lost
72. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 82
N
M
C
Symbiont
Host
Second nucleus often lost
73. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Secondary Symbioses of Euglenas
83
74. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Excavates: Euglenids
• Have flagella.
• Some are
photosynthetic,
some always
heterotrophic, and
some can switch.
84
Movement in the euglenoid Eutreptia
75. N M
N M
N M
N M
N M
N M
C
NM
C
NM
C NM
C N M
C
N M
C
N M
C
N M
C
N M
C
Euglena Nuclear DNA tells
us what its phylogenetic
backbone is
85
77. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
A lonely excavate ...
N
M
87
78. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
N M
C
N M
C
N M
C
N M
C
N M
C
N M
C
N M
C
N M
C
N M
C
N
M
88
Engulfment of Chlorophyte
79. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
N
M
N M
C
89
Engulfment of Chlorophyte
80. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
N
M
N M
C
90
Endosymbiosis
81. N M
N M
N M
N M
N M
N M
C
NM
C
NM
C NM
C N M
C
N M
C
N M
C
N M
C
N M
C
Phylogenetic analysis of
plastid DNA reveals that the
eukaryote engulfed by
euglena was a Chlorophyte
Euglena Nuclear DNA tells
us what its phylogenetic
backbone is
91
82. N M
N M
N M
N M
N M
N M
C
NM
C
NM
C NM
C N M
C
N M
C
N M
C
N M
C
N M
C
Phylogenetic analysis of
plastid DNA reveals that the
eukaryote engulfed by
euglena was a Chlorophyte
Note - in some cases a
“relic” nuclear genome of
the symbiont is also still
present and this can also be
used to determine what type
of organism the symbiont
was
Euglena Nuclear DNA tells
us what its phylogenetic
backbone is
92
83. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Secondary Symbioses of Diatoms
93
84. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Stramenopiles: Diatoms
94
A colony of the diatom,
Bacillaria paradoxa
•Unicellular, but many associate in
filaments.
•Have carotenoids and appear yellow or
brown.
•Excellent fossil record
•Most are photoautotrophic
•Responsible for 20% of all carbon fixation.
•Oil, gas source
85. N M
N M
N M
N M
N M
Many lines of evidence indicate that it occurred in the
common ancestor of the “Plantae” lineage.
One line of evidence for this is that all organisms on this
branch have chloroplasts and the cells of these
organisms resemble the “primary” symbiotic cell.
N M
C
NM
C
NM
C NM
C N M
C
N M
C
N M
C
N M
C
N M
C
Diatom nuclear DNA tells
us what its phylogenetic
backbone is
95
90. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
N
M
N M
C
100
91. N M
N M
N M
N M
N M
N M
C
NM
C
NM
C NM
C N M
C
N M
C
N M
C
N M
C
N M
C
Phylogenetic analysis of
plastid DNA reveals that the
eukaryote engulfed by
diatoms was a red algae
Euglena Nuclear DNA tells
us what its phylogenetic
backbone is
101
92. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Secondary Symbioses of Others
102
93. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
N M
N M
N M
N M
N M
N M
C
NM
C
NM
C NM
C NM
C
NM
C
NM
C
NM
C
NM
C
Many other secondary endosymbioses
Apicomplexans
Dinoflagellates
Amoebozoans
10
94. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
•Most are marine and are important
photoautotrophic primary producers
•Mixture of pigments give them a golden
brown color.
•Have two flagella, one in an equatorial
groove, the other in a longitudinal groove.
Alveolates: Dinoflagellates
Certium
tenue
Coral symbiont
104
95. 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.
105
Apical complex • Plasmodium falciparum-
Malaria kills 700,000-2,000,000
people per year—75% of them
are African children
105
96. 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
106
Amoebozoans: Loboseans
97. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Rhizaria: Cercozoans
Some cercozoans are aquatic, others
live in soil.
They have diverse forms and habitats.
One group has chloroplasts derived
from a green alga by secondary
endosymbiosis.
Euglyphid
107
Chlorarachnion reptans
98. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Still Can’t Fit Model to Some Eukaryotes
108
99. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Dinoflagellate Kryptoperidinium foliaceum
http://onlinelibrary.wiley.com/doi/10.1111/j.1550-7408.2007.00245.x/full
109
100. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
•All are multicellular; some get very large
(e.g., giant kelp).
•The carotenoid fucoxanthin imparts the
brown color.
•Almost exclusively marine.
Stramenopiles: Brown Algae
110
A community of brown algae: The marine kelp forest
101. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
N
M
111
Tertiary Symbioses?
“Normal” eukaryote
102. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
N
M
112
N
M
N M
C
Tertiary Symbioses?
“Normal” eukaryote
Euglenoid
103. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
N
M
Engulfment
113
N
M
N M
C
104. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
N
M
114
N
M
N M
C
Host
Symbiont
Endosymbsiosis
This is a “tertiary” symbiosis because the symbiont itself already underwent a
secondary symbiosis.
105. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
N M
N M
N M
N M
N M
N M
C
NM
C
NM
C NM
C N M
C
N M
C
N M
C
N M
C
N M
C
115
Tertiary endosymbioses?
Brown Algae
Tertiary Endosymbsiosis
106. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Plants and Animals Get Many Functions from Symbionts
• Endosymbioses (only really work with
eukaryotic cells as hosts)
!Legumes with nitrogen fixing bacteria
!Aphids with amino acid synthesizing
bacteria
!Tubeworms with chemosynthetic bacteria
!Lichens - fungi with algae or cyanobacteria
!100s more
• Other symbioses
!Cellulose digestion in the guts of termintes,
ruminants
116
112. • 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
!122
113. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 123
Bacteria Archaea Eukaryotes
Virus Evolution Model 1: The Fourth Domain
Viruses
114. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 124
Bacteria Archaea Eukaryotes
Virus Evolution Model 2: Separate Origin
Viruses
115. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014 125
Bacteria Archaea EukaryotesViruses Viruses
Virus Evolution Model 3: From Within Other Groups
116. Slides by Jonathan Eisen for BIS2C at UC Davis Spring 2014
Probably a Little of Each
126