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Validating Quantitative Trait Loci for Diastatic Power in Populations of Malting Barley (Hordeum vulgare L.)

Stewart CoventryA,B, Andrew BarrA, Stephen JefferiesA,B, Kenneth ChalmersB, Sue LogueA,B, and Peter LangridgeB,C

ADepartment of Plant Science, Waite Campus, University of Adelaide, SA 5064
B
CRC for Molecular Plant Breeding, Waite Campus, University of Adelaide, SA 5064
C
ARC Special Centre for Basic and Applied Molecular Biology, Waite Campus, University of Adelaide, SA 5064

Introduction

The combined and coordinated action of starch degrading enzymes is termed diastatic power, with α-amylase and β-amylase activity most highly correlated (Evans et al. 1995). Consequently enhanced expressions of these two enzymes are important malting quality barley breeding objectives. These quantitative traits typically exhibit low heritability, environmental influence, and continuous phenotypic variation (Tanksley, 1993) making detection of superior individuals difficult. QTL detection has contributed to an understanding of the genetic control of quantitative traits. Extensive QTL mapping information allows informed breeding decisions and efficient genome based selection strategies to be devised. A validation process is required to establish the usefulness of marker assisted selection (MAS) to improve quantitative traits. This involves estimating the weighted influence of selected QTL on the associated trait and measuring its relative expression when introgressed into alternative genetic backgrounds. The routine implementation of MAS in breeding programs has often been slow or failed because the validation step has not been completed.

Materials and Methods

Genetic material included 68 F3 derived recombinant inbred lines (RILs) from Barque/Harrington and 45 F3 derived RILs from Barque/Haruna Nijo. Barque is a South Australian feed quality barley with low diastatic power (Barr, 1998), Harrington is a North American malting barley with high diastatic power (Harvey and Rossnagel, 1984) and Haruna Nijo is a Japanese malting barley with high diastatic power (Aida, 1979). These populations were grown at the Charlick experimental station near Strathalbyn (South Australia) in 1996.

Each line was micro-malted with diastatic power, β-amylase and α-amylase activity measured spectrophotometrically using PAHBAH. Malt protein was measured using NIR. Harrington and Haruna Nijo have been used in four mapping populations, Chebec/Harrington and Galleon/Haruna Nijo (Langridge et al. 1995), Harrington/TR306 (Kasha et al. 1994) and Morex/Harrington (Hayes et al. 1996). Most QTL associated with hydrolytic enzyme expression are in the vicinity of genes known to encode key enzymes α-amylase and β-amylase (Hayes et al. 1997). The loci Amy1, Amy2, Bmy1, and Bmy2 were therefore logical choices for QTL validation. A 5H locus (Xabg463) associated with putative α-amylase QTL from Harrington was also additionally studied.

No marker polymorphism was determined between Barque and Harrington or Barque and Haruna Nijo for Xabg463 (5H) and Amy2 (7H), so linked polymorphic markers Xabg057 and Xcdo358 were used as alternatives. Candidate gene clones Amy1 (6H) and Bmy1 (4H) were used as RFLP markers. The Bmy1 cDNA (from Galleon) detected both the Bmy1 (4H) and Bmy2 (2H) loci. Polymorphism was found at the Bmy1 locus only in the Barque/Haruna Nijo population, whilst the Bmy2 locus was polymorphic in both populations. A PCR marker for the Bmy1 gene (Erkkila et al. 1998) was polymorphic in both populations.

Each line of the segregating populations was separated into alternate marker allele classes for each locus. Heterozygous individuals were omitted from the analysis. Least squares means for all traits were estimated using ANOVA with marker allele class the single factor. Means for all allele classes were compared with contrasts. Locus effects were tested only on individual loci as the small population sizes prevented testing for locus interactions. Allele class differences were deemed significant at p<0.01. All statistical analysis was conducted using JMP v1.2 (SAS Software, 1987).

Results and Discussion

Variation for α-amylase, β-amylase and diastatic power was identified in both populations. Significant differences between marker allele class means were detected for three marker loci Xabg057, Bmy1, and Bmy2. All other loci had no effect on the traits examined in both populations. Only the results for these three loci will be discussed.

5H locus effects α-amylase activity

Table 1 The effect of alternate alleles at five loci on α-amylase activity (μmol/min/g) in two populations of barley derived from crosses between the feed variety Barque and malting varieties Harrington or Haruna Nijo.

 

 

Barque/Haruna Nijo

   

Barque/Harrington

 

Loci

Allele

LSM

SE

Sig.

LSM

SE

Sig.

Amy1

Barque

62.4

2.4

ns

74.2

3.3

ns

(cDNA clone)

Alternative

55.3

3.6

 

76.4

6.5

 

Amy2

Barque

56.1

2.3

ns

73.6

3.4

ns

(Xcdo358)

Alternative

62.6

3.5

 

76.8

6.8

 

abg463

Barque

51.3

3.1

21%

69.0

3.6

29%

(Xabg057)

Alternative

62.0

2.3

*

88.9

5.0

*

Bmy1

Barque

56.7

3.1

ns

78.7

3.8

ns

(PCR)

Alternative

64.4

3.6

 

63.8

6.2

 

Bmy1

Barque

52.1

2.6

29%

     

(cDNA clone)

Alternative

67.1

3.0

**

     

Bmy2

Barque

54.2

3.5

ns

77.0

4.2

ns

(Bmy1 cDNA)

Alternative

60.7

3.0

 

73.0

5.2

 

LSM, Least Square Mean; SE, Standard Error; Sig, significance level: ns, not significant; ** p<0.001; * p<0.01

Bracketed (), linked marker used (cDNA clone/RFLP or PCR)

Classes carrying malting parent marker alleles at the 5H locus had significantly greater α-amylase activity. Mean activity differences between alternative marker alleles were 21% (p<0.01) for Barque/Haruna Nijo and 29% (p<0.01) for Barque/Harrington (Table 1). In many mapping populations α-amylase QTL have been detected in the vicinity of the 5H locus. Additional validation gives good evidence that major gene(s) for α-amylase expression, and/or activity modification underlies it. Many other traits map to this locus and fine mapping will determine if contrasting QTL alleles exist at this locus. These coincident malting qualities QTL could indicate a multilocus cluster or a single regulatory gene responsible for the cascade of processes determining malting quality (Oziel et al. 1996).

Validation of β-amylase and diastatic power QTL associated with structural genes

Only two loci, Bmy1 and Bmy2, were implicated with significant effects on β-amylase activity and diastatic power. Malting parent alleles at the Bmy1 locus were associated with 29% (p<0.01) higher β-amylase activity in the Barque/Haruna Nijo population using the Bmy1 RFLP, and 47% (p<0.001) in the Barque/Harrington population using the Bmy1 PCR marker (Table 2).

Table 2 The effect of alternate alleles at five loci β-amylase activity (μmol/min/g) in two populations of barley derived from crosses between the feed variety Barque and malting varieties Harrington or Haruna Nijo.

 

 

Barque/Haruna Nijo

   

Barque/Harrington

   

Barque/Haruna Nijo Adjusted

Loci

Allele

LSM

SE

Sig.

LSM

SE

Sig.

LSM

SE

Sig.

Amy1

Barque

271.4

14.3

ns

214.0

8.6

ns

265.4

11.0

ns

(cDNA clone)

Alternative

241.1

21.8

 

250.6

17.2

 

249.2

16.7

 

Amy2

Barque

268.4

13.4

ns

220.9

9.4

ns

261.9

9.8

ns

(Xcdo358)

Alternative

255.4

20.5

 

238.2

18.9

 

260.2

14.9

 

abg463

Barque

254.8

19.2

ns

222.3

11.5

ns

262.1

13.7

ns

(Xabg057)

Alternative

252.8

14.1

 

214.0

16.0

 

256.7

10.4

 

Bmy1

Barque

245.9

17.5

ns

192.2

9.6

47%

240.7

13.8

ns

(PCR)

Alternative

284.1

19.8

 

285.5

15.5

**

267.9

15.7

 

Bmy1

Barque

228.3

15.0

29%

     

232.6

10.9

24%

(cDNA clone)

Alternative

292.3

17.2

*

     

288.4

12.5

*

Bmy2

Barque

212.0

19.1

37%

209.6

12.4

ns

232.5

15.9

ns

(Bmy1 cDNA)

Alternative

290.7

14.8

*

241.2

15.3

 

273.9

12.3

 

LSM, Least Square Mean; SE, Standard Error; Sig, significance level ns, not significant; ** p<0.001; * p<0.01

Bracketed (), linked marker used (cDNA clone/RFLP or PCR)

Locus effects on diastatic power were reflected in higher mean β-amylase activity. Individuals in the Barque/Haruna Nijo population carrying the malting parent RFLP marker allele at the Bmy1 locus were associated with 34% (p<0.001) higher diastatic power, while those carrying the Bmy1 PCR marker showed a 29% (p<0.001) difference in the Barque/Harrington population (Table 3).

Table 3 The effect of alternate alleles at five loci on diastatic power (μmol/min/g) in two populations of barley derived from crosses between the feed variety Barque and malting varieties Harrington or Haruna Nijo.

 

 

Barque/Haruna Nijo

   

Barque/Harrington

   

Barque/Haruna Nijo Adjusted

Loci

Allele

LSM

SE

Sig.

LSM

SE

Sig.

LSM

SE

Sig.

Amy1

Barque

333.9

14.6

ns

284.6

8.90

ns

327.7

11.5

ns

(cDNA clone)

Alternative

296.5

22.3

 

325.0

18.0

 

304.8

17.6

 

Amy2

Barque

     

294.6

9.60

ns

317.9

10.3

ns

(Xcdo358)

Alternative

     

315.2

19.2

 

322.9

15.7

 

abg463

Barque

306.2

19.8

ns

291.3

11.6

ns

316.2

14.5

ns

(Xabg057)

Alternative

314.9

14.5

 

302.9

16.2

 

318.7

11.0

 

Bmy1

Barque

302.6

17.6

ns

270.9

10.3

29%

297.3

14.5

ns

(PCR)

Alternative

348.9

19.9

 

349.5

16.6

**

332.4

16.4

 

Bmy1

Barque

269.1

12.6

34%

   

278.5

9.90

28%

(cDNA clone)

Alternative

359.6

14.1

**

   

355.5

11.1

**

Bmy2

Barque

266.3

17.9

29%

286.7

12.4

ns

287.3

16.2

ns

(Bmy1 cDNA)

Alternative

343.1

14.2

*

314.3

15.3

 

330.1

12.9

 

LSM, Least Square Mean; SE, Standard Error; Sig, significance level ns, not significant; ** p<0.001; * p<0.01

Bracketed ( ), linked marker used (cDNA clone/RFLP or PCR)

The Bmy1 locus encodes β-amylase that is expressed in the endosperm during grain development. QTL for diastatic power and β-amylase activity have been associated with this locus in many mapping studies. Three Bmy1 alleles have been identified in cultivated barley. The corresponding enzyme Sd1 can be distinguished by its lower isoelectric point (Swanston, 1980) whilst the Sd2L and Sd2H enzymes are distinguished on the basis of their thermostability (Eglinton et al. 1998). The Bmy1-Sd2L cDNA was polymorphic between Barque (Sd2L) and Haruna Nijo (Sd2H) but not Barque and Harrington (Sd1), which is not unexpected due to few point mutations that exist between the Sd1 and Sd2L β-amylase allele sequences. The Bmy1 PCR marker was polymorphic in both populations, but not between the malting quality parents. Thus, it can distinguish the Sd2L enzyme allele from the other two.

Using populations segregating for β-amylase enzyme IEF type (Sd1 and Sd2), the β–amylase allele was associated with variation in diastatic power (Swanston 1980; Evans et al. 1995). Pooling lines into Bmy1 marker allele classes in this study revealed significant differences in diastatic power and β-amylase activity consistent with these former authours. In a survey of 14 barley cultivars a 126-bp insertion/deletion event in intron III detected by the PCR primers was associated with good malt quality cultivars (Erkkila et al. 1998). Analysis of the segregating populations in this study demonstrates the Sd2L allele contains the 126-bp insertion and is associated with lower activity. These results support the view that intron mediated gene expression modulates the level of β-amylase activity in barley (Erkkila et al. 1998; Simpson et al. 1999). Malting parent alleles detected using the Bmy1 PCR marker were associated with higher β-amylase activity and diastatic power, although in the Barque/Haruna Nijo population this association was not significant. The Bmy1 RFLP and PCR markers cosegregate. Six missing data points and the small population size of Barque/Haruna Nijo contributed to this lack of significance.

The Bmy2 locus encodes ubiquitous β-amylase expressed at low levels, primarily in non-seed tissues (Kreis et al. 1988). Significant malt protein effect on β-amylase activity (r2=0.41; p<0.001) and diastatic power (r2=0.39; p<0.01) only in the Barque/Haruna Nijo population was detected by regression analysis. Adjustment for this effect showed Haruna Nijo alleles at the Bmy2 locus which were previously associated with 37% (p<0.01) higher β-amylase activity (Table 2) and 29% (p<0.01) higher diastatic power (Table 3) became non-significant. In contrast malt protein adjustment had no influence on the effect associated with the Bmy1 locus. This indicates the locus may have a regulatory function on malt protein expression, influencing β-amylase activity and diastatic power indirectly. A linked GA response locus from Haruna Nijo (Li, 1997) may regulate its expression. Many agronomically related or inter-related traits map to this locus and the results suggest the Bmy2 locus may influence key developmental stages that indirectly affect β-amylase activity and diastatic power.

Acknowledgments

Many thanks goes to the members of the Langridge Laboratory and the Waite Barley Quality Laboratory for their support and assistance during this project.

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