| Literature DB >> 35270139 |
Joseph Oddy1, Sarah Raffan1, Mark D Wilkinson1, J Stephen Elmore2, Nigel G Halford1.
Abstract
Since the discovery of acrylamide in food, and the identification of free asparagine as the key determinant of acrylamide concentration in wheat products, our understanding of how grain asparagine content is regulated has improved greatly. However, the targeted reduction in grain asparagine content has not been widely implemented in breeding programmes so far. Here we summarise how free asparagine concentration relates to other quality and agronomic traits and show that these relationships are unlikely to pose major issues for the breeding of low-asparagine wheat. We also outline the strategies that are possible for the breeding of low-asparagine wheat, using both natural and induced variation.Entities:
Keywords: acrylamide; asparagine; breeding; nitrogen-use efficiency; pre-harvest sprouting; protein; senescence; wheat
Year: 2022 PMID: 35270139 PMCID: PMC8912546 DOI: 10.3390/plants11050669
Source DB: PubMed Journal: Plants (Basel) ISSN: 2223-7747
Figure 1Timeline of asparagine research in wheat since the discovery of acrylamide in food [2,5,6,7,10,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26]. Asn (asparagine), G × E (genotype-by-environment interaction), PHS (pre-harvest sprouting), GWAS (genome-wide association study), QTL (quantitative trait locus/loci), RNAseq (RNA sequencing).
Association between free asparagine and selected quality traits.
| Asn Measurement | Trait |
|
| Reference |
|---|---|---|---|---|
| Log | Farinograph absorption | 0.94 | <0.001 | [ |
| Nitrogen: sulphur grain content | 0.73 | <0.01 | ||
| Nitrogen grain content | 0.62 | <0.05 | ||
| Log | Sprouting score | 0.68 | <0.001 | [ |
| Endoprotease activity (sprouted) | 0.69 | <0.001 | ||
| Endoprotease activity (ΔD) | 0.60 | <0.01 | ||
| Untransformed | HFN | 0.07 | 0.39 | [ |
| Z-SDS | 0.37 | <0.001 | ||
| Gluten content | 0.44 | <0.001 | ||
| Starch content | −0.32 | <0.001 | ||
| Water absorption | 0.35 | <0.001 | ||
| Hardness index | 0.03 | 0.68 | ||
| Log | Absorption | −0.03 | >0.05 | [ |
| Untransformed | Hardness index | 0.15 | >0.05 | [ |
| Log10 back-transformed | Sulphur grain content | 0.14 | >0.05 | [ |
| HFN | 0.03 | >0.05 | ||
| Z-SDS | −0.29 | <0.001 | ||
| Untransformed | HFN | −0.17 | 0.36 | [ |
| Gluten index | −0.36 | <0.05 | ||
| Flour starch damage | −0.18 | 0.33 | ||
| Farinograph absorption | −0.12 | 0.5436 |
Asn (asparagine), HFN (Hagberg falling number), Z-SDS (Zeleny sedimentation index).
Associations between free asparagine and protein content.
| Asparagine Measure | Protein Measure | R2 |
| Reference |
|---|---|---|---|---|
| Untransformed | Crude protein | 0.86 * | <0.001 | [ |
| Untransformed | Protein content (2006 UN) | 0.93 | <0.01 | [ |
| Protein content (2006 T) | 0.63 | <0.05 | ||
| Protein content (2007 UN) | 0.75 | >0.05 | ||
| Protein content (2007 T) | 0.27 | >0.05 | ||
| Protein content (2006 N) | 0.73 | <0.01 | ||
| Protein content (2007 N) | 0.89 | <0.01 | ||
| Log | Protein content (non-sprouted) | NA | >0.05 | [ |
| Protein content (sprouted) | NA | >0.05 | ||
| Protein content (ΔD) | NA | >0.05 | ||
| Untransformed | Total protein content | 0.45 | <0.001 | [ |
| Wholemeal protein content | 0.51 | <0.001 | ||
| Flour protein content | 0.38 | <0.001 | ||
| Log | Protein content | 0.43 | <0.001 | [ |
| Log | Protein content ( | −0.03 | >0.05 | [ |
| Protein content ( | −0.37 | >0.05 | ||
| Untransformed | Total protein content | 0.52 | <0.01 | [ |
| Log10 back transformed | Total protein content | 0.23 | <0.01 | [ |
| Untransformed | Crude protein | 0.36 * | NA | [ |
| Untransformed | Crude protein | 0.04 * | NA | [ |
| Untransformed | Wholemeal protein content | −0.08 | 0.66 | [ |
| Flour protein content | −0.14 | 0.46 |
* These values refer to R2 values, not r values. r (phenotypic correlation), r (genotypic correlation).
Associations between free asparagine and agronomic measurements.
| Asparagine Measure | Agronomic Measure |
|
| Reference |
|---|---|---|---|---|
| Log | Flowering time | −0.67 | <0.001 | [ |
| Untransformed | Plant height | 0.41 | <0.001 | [ |
| TKW | 0.03 | 0.75 | ||
| Mean kernel diameter | 0.13 | 0.11 | ||
| Mean kernel weight | 0.06 | 0.45 | ||
| Yield | −0.14 | 0.09 | ||
| Precipitation (HH) | −0.85 | <0.05 | ||
| Temperature (HH) | 0.74 | 0.10 | ||
| Log | HLW | −0.40 | <0.001 | [ |
| Untransformed | Mean kernel diameter | 0.37 | <0.05 | [ |
| Mean kernel weight | 0.37 | <0.05 | ||
| Yield | −0.32 | >0.05 | ||
| Days to harvest | 0.61 | <0.001 | ||
| Log10 back transformed | TKW | −0.24 | <0.01 | [ |
| HLW | −0.21 | <0.01 | ||
| Untransformed | Nitrogen application | 0.63 | NA | [ |
| Untransformed | TKW | −0.27 | 0.15 | [ |
| HLW | −0.07 | 0.71 | ||
| Log | YDT | −0.73 | <0.05 | [ |
| Per unit protein | Yield (2018) | 0.74 | NA | [ |
| Yield (2019) | −0.56 | NA | ||
| Untransformed | Yield | 0.75 | <0.001 | [ |
TKW (thousand kernel weight), HH (heading to harvest date), HLW (hectolitre weight), YDT (yield gap-based drought tolerance).
Figure 2Proposed relationship between agronomic factors, quality traits, and grain asparagine content. Agronomic factors influence both quality traits and grain asparagine content, whilst quality traits and grain asparagine are linked to one another. NUE (nitrogen-use efficiency), HMW (high molecular weight), LMW (low molecular weight).
Heritability estimates of asparagine in wheat (given to 2 significant figures).
| Heritability Method |
| Reference |
|---|---|---|
| Broad-sense | 0.31 | [ |
| Surrogate method | 0.13 | [ |
| Piepho and Möhring | 0.65 | [ |
| Broad-sense | 0.41 | [ |
Figure 3Strategies for the breeding of low-asparagine wheat.