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Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

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Page 1: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

Lauren Gerard Koch

Functional Genomics Laboratory

Medical College of Ohio

Toledo, Ohio

A Genome Scan for Aerobic Running Capacity QTLs in Rats

Page 2: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

Rat Genetic Models of Aerobic Running Capacity

“A Parallel Strategy”

Identify already-available inbred strains that widely differ in aerobic capacity to serve as genetic models.

Page 3: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

200

300

400

500

600

700

800

900

1000

DA PVG AUG SR F344 ACI LEW WKY BUF MNS COP

STRAIN

*

*

*

*

Aerobic Capacity was Assessed By Treadmill Running To Exhaustion In 11 Inbred Rat Strains

DA and COP showed the widest divergence

[Barbato et al, J. Appl. Physiol., 1998]

DIS

TA

NC

E R

UN

(m

eter

s)

Page 4: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

70 mm Hg

Langendorff-Neely Working Heart Preparation

Cardiac Performance as a Likely Determinant Phenotype for Differences in Aerobic Capacity

PRE-LOAD

15 mm Hg

AFTER-LOAD

70 mm Hg

Page 5: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

Cardiac Output Versus Distance Run

y = 19.03X - 290.39r = 0.868

200

300

400

500

600

700

800

900

30 35 40 45 50 55 60

ISOLATED CARDIAC OUTPUT (ml/min/g Heart Weight)

DIS

TA

NC

E R

UN

(M

ET

ER

S)

PVG

DA

AUG

SR

F344ACILEW

WKYBUF

MNS

COP

[Barbato et al, J. Appl. Physiol., 1998]

Page 6: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

Based on these data, we propose that COP and DA strains could serve as parentals for developing a segregating population for the evaluation of the genetic basis of low and high exercise capacity.

Page 7: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

0

5

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25

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50

0 100 200 300 400 500 600 700 800 900 1000

Distance Run to Exhaustion (m)

Tim

e (

min

)

Test for Aerobic Running Capacity

Time

COPDA

Page 8: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

0

5

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15

20

25

30

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45

50

0 100 200 300 400 500 600 700 800 900 1000

Distance Run to Exhaustion (m)

Tim

e (

min

)

Test for Aerobic Running Capacity

Time

COP F1 DA

Page 9: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

0

5

10

15

20

25

30

35

40

45

50

0 100 200 300 400 500 600 700 800 900 1000

Distance Run to Exhaustion (m)

Tim

e (

min

)

Test for Aerobic Running Capacity

Time

COP F2 F1 DA

Page 10: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

0.0

1.0

2.0

3.0

4.0

5.0

0 200 400 600 800 1000 1200 1400 1600 1800

Position (cM)

LO

D s

core

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 X

D3Rat56

D7Rat74D8Rat23

D16Rat17 D16Rat55

D20Rat5

Significant linkage

Suggestive linkage

Genome-Wide Scan for Aerobic Capacity QTLs.Phase I: Selective Genotyping of F2 (COP X DA) Population

Page 11: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

D16Rat90

D16Rat48D16Rat13

D16Rat55D16Rat36

D16Rat16

D16Rat56

D16Rat42

D16Arb3

D16Rat109

D16Rat12

D16Rat32

D16Rat19

D16Rat17

D16Rat95

0.0

1.0

2.0

3.0

4.0

5.0

0 10 20 30 40 50 60 70Position (cM)

LO

D s

core

Lpl Npy5r Cpe Adrb3

LOD Plot for Chromosome 16Phase II: Entire F2 (COP X DA) Population

Significant QTL

Page 12: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

D3Rat132D3Rat114

D3Rat61

D3Rat150

D3Rat21D3Rat25D3Rat31

D3Rat42D3Rat44

D3Rat98

D3Rat277

D3Rat56

0.0

1.0

2.0

3.0

4.0

5.0

0 20 40 60 80 100Position (cM)

LO

D s

co

re

Cel Rxra

Suggestive QTL

LOD Plot for Chromosome 3Phase II: Entire F2 (COP X DA) Population

Page 13: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

350

400

450

500

550

600

650

700

750

800

COP/COP COP/DA DA/DA

D16Rat55

Dis

tan

ce R

un

(m

)

D3Rat56

DA/DA

COP/COP

COP/DA

Interaction Effect Between Markers D16Rat55 and D3Rat56 on Distance Run

Page 14: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

Additional interval mapping was done to determine whether heart weight and body weight QTLs co-localize to aerobic capacity regions.

Page 15: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

D7Rat66D7Rat34

D7Rat27

D7Rat147D7Rat51

D7Rat69

D7Rat74

D7Rat86

D7Rat100D7Rat67D7Rat11

D7Rat123D7Rat81 D7Rat101

0

1

2

3

4

5

0 20 40 60 80 100

Position (cM)

LO

D s

co

reRelative Heart Weight QTL

Chromosome 7

Aerobic Capacity-

Phase I

Page 16: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

D8Rat71D8Rat5D8Rat59D8Rat16

D8Rat23

D8Rat158

D8Rat99

D8Rat49D8Rat54D8Rat77

0

1

2

3

4

5

0 20 40 60 80 100

Position (cM)

LO

D s

co

re

Aerobic Capacity-

Phase I

Total Heart Weight QTLChromosome 8

Page 17: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

D8Rat71

D8Rat5

D8Rat59

D8Rat16

D8Rat23

D8Rat158

D8Rat99

D8Rat49

D8Rat54D8Rat77

0

1

2

3

4

5

0 20 40 60 80 100

Position (cM)

LO

D s

co

re

Body Weight QTLChromosome 8

Aerobic Capacity-Phase I

Page 18: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

QTL Regions contain genes related to Lipid Metabolism and Energy Homeostasis

Chromosome 16

• Lipoprotein Lipase (Lpl)

• Neuropeptide Y5 (Npy5r)

• Adrenergic Beta 3 (Adrb3)

• Carboxypeptidase E (Cpe)

Chromosome 7

• Peroxisome Proliferator- Activated Receptors (Ppara)

Chromosome 3

• Carboxyl Ester Lipase (Cel)

• Retinoid X Receptor (Rxra)

Chromosome 8

• Apolipoprotein

(Apoc3, Apoa1, APoa4)

• Hepatic Lipase (Lipc)

• 5´Nucleotidase (Nt5)

Page 19: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

• There are at least two aerobic capacity QTLs present on rat chromosome 16. A QTL near D16Rat17 had effects on running capacity independent of other putative QTLs whereas the aerobic capacity QTL located near D16Rat55 interacted with a QTL located near D3Rat56.

• Possible associated relative heart weight, total heart weight, and average body weight QTLs were found on chromosomes 7 (D7Rat74) and 8 (D8Rat23) respectively.

• Candidate genes within the identified QTL regions include enzymes and transcription factors involved in energy balance and lipid metabolism.

Summary

Page 20: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

Significance

• These findings represent the first known identification of aerobic capacity QTLs in animal genetic models.

This work will be appear as the cover article in the June issue of Genomics.

Page 21: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

END

Page 22: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

Phenotype by Genotype(meters run)

Chromosome Locus Model COP/COP COP/DA DA/DA LOD

Score

P Value

(ANOVA)

3 D3Rat56 Dominant 486 18 560 13 592 19 2.2* 0.008

7 D7Rat74 Dominant 493 20 562 14 572 20 1.6 0.035

8 D8Rat23 Additive 588 24 549 18 505 25 1.5 0.041

16 D16Rat17 Dominant 466 19 568 14 601 22 4.0** <0.0001

16 D16Rat55 Dominant 488 19 567 15 597 23 2.9* 0.0007

20 D20Rat5 Recessive 570 29 565 18 494 28 1.6 0.032

* markers above the suggestive LOD threshold for respective models

** markers above the significant LOD threshold for respective models

Putative Aerobic Capacity QTLs for F2 (COP x DA) Population

Page 23: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

We found other Likely Determinant Phenotypes where DA is Significantly Greater than COP:

1. Maximal developed tension in isolated papillary muscles (38%) (Chen et al., J. Physiol., 2001).

2. Fractional Shortening (50%) and amplitude of calcium transients (78%) in ventricular myocytes (Chen et al., J.

Physiol., 2001).

3. Wider range for sympathetic and parasympathetic control of heart rate and blood pressure (Koch et al., Physiol.

Genomics, 1999).

4. Heart weight to body weight ratio (27%) (Koch et al., Physiol.

Genomics, 1999).

5. Cardiac adenosine production (46%) (Walker et al., Am J.

Physiol., 2002).

Page 24: Lauren Gerard Koch Functional Genomics Laboratory Medical College of Ohio Toledo, Ohio A Genome Scan for Aerobic Running Capacity QTLs in Rats

Sensorimotor Capacity in 11 Inbred Rat Strains Assessed by Rotarod Performance

0

20

40

60

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100

120

PVG BUF SR/Jr ACI WKY F344 AUG LEW COP DA MNS

SE

CO

ND

S

PVG and MNS showed the widest divergence

Biesiadecki et al., Am J. Physiol.,1999