| Literature DB >> 30897852 |
Yawei Wu1,2, Juan Xu3, Yizhong He4, Meiyan Shi5, Xiumei Han6, Wenyun Li7,8, Xingwu Zhang9, Xiaopeng Wen10.
Abstract
Pitaya (Hylocereus polyrhizus) has attracted much interest from consumers as it is a novelty fruit with high nutrient content and a tolerance to drought stress. As a group of attractive pigment- and health-promoting natural compounds, betalains represent a visual feature for pitaya fruit quality. However, little information on the correlation between betalains and relevant metabolites exists so far. Currently, color (Commission International del'Eclairage, CIE) parameters, betalain contents, and untargeted metabolic profiling (gas chromatography-time-of-flight-mass spectrometry, GC⁻MS and liquid chromatography tandem mass spectrometry, LC⁻MS) have been examined on 'Zihonglong' fruits at nine different developmental stages, and the variation character of the metabolite contents was simultaneously investigated between peel and pulp. Furthermore, principal component analysis (PCA) and partial least-squares discriminant analysis (PLS-DA) were used to explore metabolite profiles from the fruit samples. Our results demonstrated that the decrease of amino acid, accompanied by the increase of sugars and organic acid, might contribute to the formation of betalains. Notably, as one of four potential biomarker metabolites, citramalic acid might be related to betalain formation.Entities:
Keywords: betalains; biomarker metabolites; fruit ripening; metabolic profiling; pitaya (Hylocereus polyrhizus; ‘Zihonglong’)
Mesh:
Substances:
Year: 2019 PMID: 30897852 PMCID: PMC6470951 DOI: 10.3390/molecules24061114
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1Betalain biosynthetic pathway (drawn according to [4]); TYR, tyrosinase; CYP76AD1, cytochrome P450; DODA, DOPA 4, 5-dioxygenase; BvMYB1/Y; *S, spontaneous steps; GT, glycosyl transferase; AT, acyltransferase; DOPA, 5, 6-dihydroxy-phenylalanine.
Figure 2Experimental design of pitaya ‘Zihonglong’ (Hylocereus polyrhizus) harvested at nine stages of development.
Coloration parameters of pitaya fruit at different developmental stages.
| Tissue | Color Items | Harvest Date | ||||||
|---|---|---|---|---|---|---|---|---|
| 19 DPA | 21 DPA | 23 DPA | 25 DPA | 26 DPA | 27 DPA | 29 DPA | ||
| Peel |
| 47.91 ± 2.89 | 47.73 ± 2.36 | 43.30 ± 1.08 | 42.98 ± 1.47 | 43.24 ± 1.13 | 45.19 ± 0.24 | 37.69 ± 0.92 |
|
| −14.42 ± 0.49 | −15.33 ± 0.31 | −14.81 ± 0.31 | −13.78 ± 0.36 | −9.26 ± 0.42 | −4.46 ± 4.47 | 21.15 ± 3.19 | |
|
| 22.36 ± 1.11 | 25.00 ± 1.12 | 22.34 ± 0.62 | 21.16 ± 0.98 | 21.33 ± 0.96 | 21.12 ± 0.89 | 10.38 ± 0.60 | |
|
| 26.60 ± 1.20 | 29.33 ± 1.11 | 26.80 ± 0.67 | 25.25 ± 0.96 | 23.44 ± 1.02 | 22.45 ± 1.92 | 23.64 ± 2.94 | |
|
| 122.86 ± 0.42 | 121.55 ± 0.68 | 123.55 ± 0.33 | 123.11 ± 0.42 | 115.66 ± 1.03 | 100.04 ± 11.19 | 26.83 ± 3.27 | |
| Pulp |
| 78.25 ± 1.26 | 67.69 ± 0.84 | 66.54 ± 3.21 | 66.10 ± 1.04 | 51.32 ± 1.65 | 38.24 ± 0.43 | 32.64 ± 0.84 |
|
| 2.15 ± 0.44 | 2.38 ± 0.23 | 0.53 ± 0.87 | −0.21 ± 0.96 | 14.38 ± 0.33 | 29.18 ± 0.68 | 27.41 ± 0.97 | |
|
| 15.18 ± 1.16 | 10.32 ± 4.05 | 6.88 ± 2.94 | 4.40 ± 0.12 | −6.43 ± 0.14 | −3.22 ± 0.60 | 0.60 ± 0.52 | |
|
| 15.35 ± 1.09 | 10.66 ± 3.96 | 6.96 ± 2.30 | 4.41 ± 0.12 | 16.68 ± 0.32 | 29.37 ± 0.73 | 27.42 ± 0.97 | |
|
| 81.65 ± 2.14 | 73.91 ± 4.47 | 89.87 ± 5.04 | 92.82 ± 1.34 | 53.64 ± 2.15 | 6.26 ± 1.03 | 1.82 ± 0.44 | |
Figure 3Betacyanin and betaxanthin contents during different fruit-developmental stages.
Figure 4Principal component analysis (PCA) score plots and metabolite hot map derived from nontargeted metabolome profiling. (A) Metabolite PCA from the GC–MS of fruit peel and pulp; metabolite PCA from the LC−MS of fruit (B) peel and (C) pulp (bright-red dots, 10 DPA; blue dots, 16 DPA; red-brown dots, 19 DPA; gray dots, 21 DPA; green dots, 23 DPA; pink dots, 25 DPA; dark-red dots, 26 DPA; bright-blue dots, 27 DPA; dark-blue dots, 29 DPA); (D) metabolite heat map from GC–MS and LC–MS/MS.
Figure 5Developmental concentration of amino acids (A) and secondary metabolites (B) in pitaya fruit.
Figure 6Developmental concentration of major sugars and organic acid in pitaya fruit. Note: The unit of sugar and acid content in the figure is mg/g DW.
Correlation coefficients between betalains with metabolites during apple ripening.
| Metabolites | Pulp | Peel | |||
|---|---|---|---|---|---|
| Betacyanin | Betaxanthin | Betacyanin | Betaxanthin | ||
| Amino Acids | Proline | −0.237 | −0.311 | −0.214 | −0.162 |
| Glycine | −0.456 | −0.502 | −0.298 | −0.172 | |
| Valine | −0.365 | −0.407 | −0.456 | −0.462 | |
| Serine | −0.631 | −0.657 | 0.321 | 0.297 | |
| Threonine | −0.474 | −0.522 | −0.499 | −0.568 | |
| Aspartic Acid | −0.446 | −0.504 | −0.151 | −0.095 | |
| Glutamic Acid | −0.505 | −0.553 | −0.103 | 0.075 | |
| Glutamine | −0.401 | −0.452 | −0.063 | 0.086 | |
| Organic Acids | Oxalic Acid | −0.803 | −0.770 | −0.446 | −0.508 |
| Citramalic Acid | −0.511 | −0.417 | −0.808 | −0.785 | |
| Malic Acid | 0.681 | 0.691 | −0.504 | −0.597 | |
| Citric Acid | 0.826 * | 0.822 * | −0.367 | −0.256 | |
| Sugars/Sugar Alcohols | Fructose | 0.952 ** | 0.923 ** | −0.681 | −0.769 |
| Glucose | 0.928 ** | 0.910 ** | −0.683 | −0.766 | |
| Sorbose | 0.954 ** | 0.934 ** | −0.655 | −0.740 | |
| Glycoside | 0.935 ** | 0.920 ** | −0.622 | −0.700 | |
| Myo-Inositol | −0.402 | −0.455 | −0.709 | −0.696 | |
| Sucrose | 0.375 | 0.356 | −0.560 | −0.501 | |
Note: * indicates p < 0.05. ** indicates p < 0.01.
Compounds determined to be of variable importance in projection through partial least-squares discriminant analysis (PLS-DA) on the identified compounds from GC–MS and LC–MS.
| Peel–29 DPA vs. Peel–27 DPA | Pulp–26 DPA vs. Pulp–25 DPA | Pulp–26 DPA vs. Pulp–27 DPA | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Var ID (Primary) | VIP | Var ID (Primary) | VIP | Var ID (Primary) | VIP | ||||
| 1 | Tryptophan | 1.696 | 0.0005 | Arginine | 1.476 | 0.0025 | Betanin | 1.374 | 0.0028 |
| 2 | Betanin | 1.670 | 0.0109 | Phenylalanine | 1.45 | 0.0488 | Isobetanin | 1.363 | 0.0066 |
| 3 | Malic Acid | 1.669 | 0.0026 | Methionine | 1.431 | 0.0208 | Propanoic Acid | 1.355 | 0.0005 |
| 4 | Quercetin | 1.663 | 0.0001 | Aspartic Acid | 1.413 | 0.0268 | Aspartic Acid | 1.353 | 0.0024 |
| 5 | Tryptamine * | 1.656 | 0.0154 | Vapiprost | 1.402 | 0.0143 | Fructose | 1.345 | 0.0135 |
| 6 | Citramalic Acid * | 1.620 | 0.0269 | Sespendole | 1.388 | 0.0183 | Methionine | 1.339 | 0.0168 |
| 7 | Tyramine * | 1.611 | 0.0046 | Tyramine * | 1.360 | 0.0482 | Alanine | 1.337 | 0.0045 |
| 8 | Tyrosine | 1.604 | 0.0120 | Serine | 1.353 | 0.0224 | Valine | 1.331 | 0.0055 |
| 9 | Fumaric Acid | 1.598 | 0.0060 | Tryptamine * | 1.326 | 0.0351 | Hylocerenin | 1.326 | 0.0208 |
| 10 | Isoleucine | 1.586 | 0.0147 | Alanine | 1.311 | 0.0269 | Tyramine * | 1.325 | 0.0210 |
| 11 | Sucrose | 1.523 | 0.0292 | Glutamine | 1.302 | 0.0369 | Glucose | 1.323 | 0.0235 |
| 12 | Betalamic Acid | 1.466 | 0.0439 | Tryptophan | 1.265 | 0.0393 | Glycoside | 1.322 | 0.0221 |
| 13 | Fucose | 1.448 | 0.0497 | Citramalic Acid * | 1.067 | 0.0306 | Isoleucine | 1.311 | 0.0272 |
| 14 | NA | NA | NA | NA | NA | NA | Tryptamine * | 1.298 | 0.0322 |
| 15 | NA | NA | NA | NA | NA | NA | Citric Acid | 1.295 | 0.0004 |
| 16 | NA | NA | NA | NA | NA | NA | Mannose | 1.283 | 0.0376 |
| 17 | NA | NA | NA | NA | NA | NA | Phyllocatin | 1.274 | 0.0414 |
| 18 | NA | NA | NA | NA | NA | NA | Citramalic Acid * | 1.239 | 0.0160 |
| 19 | NA | NA | NA | NA | NA | NA | GABA | 1.168 | 0.0342 |
Note: VIP, variable importance in the projection. Compounds accompanied with * are representative differential metabolites identified in both the peel and pulp. NA represents no data.