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Frary et al. d Backcross QTL analysis of a Lycopersicon tum x L. pennellii cross and identification of poss gs in the Solanaceae

Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

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Page 1: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Frary et al.

Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Page 2: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

LE x PN Advanced Backcross Population Development

LE x PN

F1 x LE

BC1

Page 3: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

LE x PN Advanced Backcross Population Development

LE x PN

F1 x LE

BC1

320 BC1 plants were genotyped andselected for: ·self fertility ·Fruit weight QTL

· Determinate growth8 plants were selected to parent the BC2

Page 4: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

LE x PN Advanced Backcross Population Development

LE x PN

F1 x LE

(8) BC1 x LE

(175) BC2

175 BC2 plants were genotyped at110 polymorphic RFLPs for mapping.

Page 5: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

LE x PN Advanced Backcross Population Development

LE x PN

F1 x LE

(8) BC1 x LE

(175) BC2 x TA496 (L. esculentum)

(175) BC2 F1 families

Page 6: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

LE x PN Advanced Backcross Population Development

LE x PN

F1 x LE

(8) BC1 x LE

(175) BC2 x TA496 (L. esculentum)

(175) BC2 F1 families

30 plants from each of 175 BC2 F1 families were phenotyped for 25 fruit related traits in three locations (not all traits measured at all locations).

BC2 F1 plants are basically BC3 plants… Why use a different LE for the last cross?

Page 7: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

LE x PN Advanced Backcross Population Development

LE x PN

F1 x LE

(8) BC1 x LE

(175) BC2 x TA496 (L. esculentum)

(175) BC2 F1 families

30 plants from each of 175 BC2 F1 families were phenotyped for 25 fruit related traits in three locations (not all traits measured at all locations).

BC2 F1 plants are basically BC3 plants… Why use a different LE for the last cross?SCA with TA496 is a contributing factor in the phenotypes observed in the BC2 F1 !

Page 8: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Table 1. Putative QTL

Page 9: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Results

• Segregation distortion was detected due to intentional selection at BC1, and to naturally detrimental allelic combinations in the population.

• 26% of positive effect QTL were from PN.

• 45% OF QTL found colocalize with previously found QTL

• Significant QTL for many of the 25 traits were identified (largely from LE).

• Potentially valuable QTL from PN were identified for BRIX and Viscosity.

Page 10: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Questions

• Would you detect a recessive QTL in this population structure, how about epistatic effects?

• How would specific combining ability of BC2 lines with TA496 affect QTL discovered?

• Could observed segregation distortion be a result of sampling (8 plants) at the BC1 rather than loci affecting gamete transmission?

Page 11: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Causse et al.A Genetic map of Candidate Genes and QTLs Involved in Tomato Fruit Size and Composition.

Page 12: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Mapping Population

• 75 Introgression lines, each containing a single L pennellii introgression in a common L. esculentum background (M82).

• M82 (L. esculentum) was included as a control.

• The IL population of 75 plants effectively divides the L. Pennellii genome into 107 bins.

• ILs were characterized with RFLP markers, tying the IL population to the existing high density map of tomato, and locating L. pennellii introgression fragments.

Page 13: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Mapping Procedure

• A phenotypic trial consisting of six plants per line, seventy lines per block, and three blocks was conducted.

• Phenotypic analysis was performed on 21 ripe fruit from each line.

Page 14: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Phenotype Data Collected

• Fruit Weight• Soluble Solids Content (brx)• Reducing Sugar Content (red)• Titratable acidity (ta)• pH• Glucose (glu)• Fructose (fru)• Citric acid (ca)• Malic acid (ma)

Page 15: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

QTL Mapping

• Fruit quality phenotype data were mapped as QTL.

• A lines mean for each trait was compared to that of the M82 control.

• For a QTL to be mapped to a specific bin; all ILs with the bin must have a significant change in phenotype (in the same direction) from the M82 control.

• 81 significant QTL were identified.

Page 16: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Candidate Gene Mapping

• Candidate genes related to carbon metabolism, cell cycle control, and fruit ripening were mapped in the IL population.

• The candidate gene map (138 loci) was overlaid on the QTL map to identify candidate genes that co localize with QTL identified.

• Multiple loci were mapped for several genes known to have family homologues.

Page 17: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Fig. 1Gene and QTL Location.

Page 18: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

QTL / Candidate Gene Co localization

Page 19: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Conclusion

• Potential candidate genes were identified for many of the significant QTL.

• Good gene candidates were found for fruit weight, sugar content, and acidity QTL.

• How would you move forward to more narrowly define a QTL and test potential candidate genes?

Page 20: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Chen and Tanksley

High Resolution Mapping and Functional Analysis of se2.1: A major Stigma Exsertion Quantitative Trait Locus Associated With the Evolution From Allogamy to Autogamy in the Genus Lycopersicon.

Page 21: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Chen and Tanksley

High Resolution Mapping and Functional Analysis of se2.1: A major Stigma Exsertion Quantitative Trait Locus Associated With the Evolution From Allogamy to Autogamy in the Genus Lycopersicon.

Autogamy= Self fertilization

Allogamy = Cross fertilization

Page 22: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Chen and Tanksley

High Resolution Mapping and Functional Analysis of se2.1: A major Stigma Exsertion Quantitative Trait Locus Associated With the Evolution From Allogamy to Autogamy in the Genus Lycopersicon.

Autogamy= Self fertilization

Allogamy = Cross fertilization

Goals:Fine mapping of se2.1 QTL in order to…

1. Ascertain the number of genes at this QTL contributing to the phenotype.

2. Characterize individual aspects of floral morphology under se2.1 control.

3. Prepare for eventual cloning of genes at se2.1.

Page 23: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Stigma exertion in Tomato

• The degree of stigma exertion from the anther cone influences the rate at which a plant will out cross Vs. self.

• Great variation for this trait exists in tomato and its wild relatives.

• A major QTL for stigma exertion (se2.1) has been previously identified on chromosome 2.

Page 24: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Stigma Exsertion Population

• An Existing Near Isogenic Line (IL2-5) with a chromosome 2 introgression fragment from L. pennellii (LA716) in an L. esculentum (M82-1-8) background were selected.

• IL2-5 was crossed to M82-1-8, and the F1 was self-fertilized to produce F2 seed that would segregate at the chromosome 2 introgression.

• These F2 lines vary in stigma exsertion, as LA716 has a highly exserted stigma and the L. esculentum parent does not.

Page 25: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Stigma Exsertion Population

• 1535 F2 plants were screened with markers flanking the se2.1 QTL.

• 123 recombinant F2 plants were identified in the screen.

• Selected F2 plants were selfed and F3 progeny screened to identify 3 individuals from each family homozygus for the recombination event.

• F4 seed was generated from each selected F3 individual for later phenotypic evaluations.

Page 26: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Stigma Exsertion Population Diagram of Chromosome 2

IL2-5 x M82-1-8 F1 (X)

1535 F2 plants screened withMarkers flanking se2.1.123 recombinant plants identified and selfed

3 Homozygous recombinant F3 plantswere selected from each of the 123F2 families.

TG469

TG167

123 Selected F2 (X)

Homozygous recombinant F3 families

Page 27: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Fine-Mapping the se2.1 Region

• Homozygus recombinant F3 plants were genotyped with the 40 available markers covering the se2.1 interval.

• Recombination points were identified for each family allowing for the development of a high resolution map of the se2.1 region.

Page 28: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Phenotypic Analysis

• Homozygous F4 progeny from the 123 recombinant families were grown along with parental controls in a randomized block design.

• Flower traits were evaluated by measuring 10 flowers from each plant.

• Stigma exsertion = stamen length – style length + ovary length.

• Least-squares mean of each trait was calculated for each family.

Page 29: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Floral Traits Tied to the se2.1 Region

• Stigma exsertion, due largely to style length and to a lesser degree to stamen length.

• Anther dehiscence (occurs in L. pennellii).

Page 30: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Recombinant Groups

• Recombinant families were grouped in to 27 bins spanning se2.1 based on marker genotypes.

• Family phenotype values were compared within and between groups to further dissect the QTL region.

Page 31: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Fig. 2. Fine Mapping se2.1

Page 32: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Dissection of se2.1

• Four loci influencing stamen length (three closely linked) were identified.

• A single locus for style length was identified (the long style allele was shown to be dominant using a sub-NIL line in the interval of interest).

• A single locus for anther dehiscence was also found in the region.

Page 33: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

Fig. 3 A. Fine mapping loci contributing to the se2.1 QTL

Page 34: Frary et al. Advanced Backcross QTL analysis of a Lycopersicon esculentum x L. pennellii cross and identification of possible orthologs in the Solanaceae

• Five closely linked genes all contribute to stigma exsertion phenotype.

• The author suggests that this may be the remnant of a “co adapted gene complex” where linked genes cooperatively contribute to an adaptation, and are inherited as a single unit.

• How would you theorize such a gene cluster coming about?