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Understanding Adaptation to Deserts in
Peromyscus eremicus
Matthew MacManes
University of New Hampshire
!
Twitter: @PeroMHC
macmanes@gmail.com
How do desert animals survive???
Climate Change
!
!
!
It’s getting hotter It’s getting drier
IPCC 2007 Report on Climate Change
Peromyscus eremicus: model species for the study
of adaptation
Adaptation
• Anatomy/Physiology/Metabolism/Behavior

• Genetics

• Allelic diffs

• Expression diffs

• Pathway diffs

• Epigenetics
Peromyscus eremicus as a model organism
• Genome sequence

• 2.6Gb - Illumina short insert + mate pair + PacBio

• 89k scaffolds, CEGMA 85% core genes
NG50 max
30kb 610kb
Peromyscus eremicus as a model organism
• Annotation

• Automated + manual curation

• Informatics, RNAseq
CpGi
liver
brain
testes
kidney
CpGiZbt20 Slc27a5
Branch-site model of positive selection
P. eremicus
P. maniculatus
Mus
Rattus
Branch-site model of positive selection
Prostaglandin R3 ω=237
Best1 ω=999
Slc36a1 ω=1.2
Slc38a8 ω=999
Slc2a9 ω=254
ABC9A ω=123
(80 others)
P. eremicus
P. maniculatus
Mus
Rattus
Branch-site model of positive selection
Prostaglandin R3 ω=237
Best1 ω=999
Slc36a1 ω=1.2
Slc38a8 ω=999
Slc2a9 ω=254
ABC9A ω=123
(80 others)
P. eremicus
P. maniculatus
Mus
Rattus
Aquaporins
absent
Captive animals - Experimental Genomics
Experimental Genomics
Cool - water
Cool + water
Hot - water
Hot + water
]Cool + RH
Hot + RH
Experimental Genomics
Cool - water
Cool + water
Hot - water
Hot + water
]
!
•RNAseq
•ChIPseq
•BiSeq
Cool + RH
Hot + RH
Experimental Genomics
Cool - water
Cool + water
Hot - water
Hot + water
]
!
•RNAseq
•ChIPseq
•BiSeq
RNAi
CRISPR-Cas9
Cool + RH
Hot + RH
Winter: ± water
Cool - water
!
Weight: -35%
Na: 165
K: 7.0
BUN: 55
Cr: 0.3
Cool + water
!
Weight: ~20gm
Na: 151
K: 8.1
BUN: 46
Cr: 0.2
!
RNAseq - kidneys
• RNAseq

• 10-20M reads per sample

• Mapped reads to genome using STAR

• eXpress -> filter low abundance transcripts

• DESeq2
RNAseq - kidneys
wet
dry
1e−01 1e+01 1e+03 1e+05
−3−2−10123
mean of normalized counts
log2foldchange
Number of genes
GO:0004872
GO:0005488
GO:0005576
GO:0022610
GO:0031012
PC00102
0
20
40
60
80
Gene Ontology Enrichment
Extracellular Matrix Protein
Extracellular Matrix
Biological Adhesion
Extracellular Region
Binding
Receptor Activity
Number of genes
GO:0004872
GO:0005488
GO:0005576
GO:0022610
GO:0031012
PC00102
0
20
40
60
80
Gene Ontology Enrichment
Extracellular Matrix Protein
Extracellular Matrix
Biological Adhesion
Extracellular Region
Binding
Receptor Activity
350 400 450 500
155160165170
Na vs AQP2
AQP2 expression
SerumSodium
350 400 450 500
105110115120125
Cl vs AQP2
AQP2 expression
SerumChloride
dry wet
350400450500
Aquaporin 2
FPMK
PEER
PEMA
Mus
Rattus
ω=NS
Combining Physiology, Expression, Nat. Selection
Combining Physiology, Expression, Nat. Selection
30 35 40 45
155160165170
Na vs Slc2a9
Slc2a9 expression
SerumSodium
30 35 40 45
105110115120125
Cl vs Slc2a9
Slc2a9 expression
SerumChloride
dry wet
30354045
Slc2a9
FPMK
PEER
PEMA
Mus
Rattus
ω=254
10 20 30 40 50 60 70
155160165170
Na vs Slc22a11
Slc22a11 expression
SerumSodium
10 20 30 40 50 60 70
105110115120125
Cl vs Slc22a11
Slc22a11 expression
SerumChloride
dry wet
10203040506070
Slc22a11
FPMK
PEER
PEMA
Mus
Rattus
ω=NS
Combining Physiology, Expression, Nat. Selection
Summary
• Summary

• Strong signal of lineage-specific positive selection. 

• Physiological differences with water deprivation 

• Differential gene expression

• Solute carriers seem important

• Aquaporins might be boring…
Questions?
@PeroMHC
macmanes@gmail.com
Poster Tonight #120
Lindsay Havens:Ladybugs
www.spotaladybug.com
Lightning talk: Rm 304 9:10AM

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