Classification of ‘Granny Smith’ apples with different levels of superficial scald severity based on targeted metabolites and discriminant analysis
To study the metabolic changes in ‘Granny Smith’ apples with different severities of superficial scald, fruit were stored in normal refrigerated air (0°C, 95% RH) for 12 weeks followed by 7 d shelf-life under room conditions (20°C, 65% RH). Fruit were graded to five groups based on scald severity a...
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Julius Kühn-Institut
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doaj-361910f945934e33936ba65c3b180a6e2021-03-02T03:54:09ZengJulius Kühn-InstitutJournal of Applied Botany and Food Quality1613-92161439-040X2016-02-018910.5073/JABFQ.2016.089.0064589Classification of ‘Granny Smith’ apples with different levels of superficial scald severity based on targeted metabolites and discriminant analysisAsanda Mditshwa0Olaniyi A Fawole1Filicity Vries2Kobus van der Merwe3Elke Crouch4Umezuruike Linus Opara5Stellenbosch UniversityStellenbosch UniversityAgricultural Research Council – Infruitec/NietvoorbijAgricultural Research Council – Infruitec/NietvoorbijStellenbosch UniversityStellenbosch University To study the metabolic changes in ‘Granny Smith’ apples with different severities of superficial scald, fruit were stored in normal refrigerated air (0°C, 95% RH) for 12 weeks followed by 7 d shelf-life under room conditions (20°C, 65% RH). Fruit were graded to five groups based on scald severity and analysed for ethylene, α-farnesene and 6-methyl-5-hepten-2-one (MHO) levels. Reactive oxygen species (ROS) were measured by confocal laser-scanning microscopy on apple peel treated with fluorescent probe 2’,7’-dichlorodihydrofluorescein diacetate. Ethylene production rate, α-farnesene and MHO contents and ROS intensity increased with increasing scald severity but declined in severely scalded fruit. Malondialdehyde (MDA) concentration in fruit peel, a measure of membrane damage, increased linearly (R=0.891) with increase in scald severity. Discriminant analysis was used to classify fruit by scald severity on the basis of metabolites accumulated. The stepwise model indicated that three attributes (ROS, ethylene production and MDA) contributed significantly (R2≥0.5) to the separation of the five scald severity indexes, with ROS having the highest contribution (partial R² =0.961; p<0.0001), followed by ethylene (R2=0.718; p<0.0001) and MDA (R2=0.578; p<0.0001). https://ojs.openagrar.de/index.php/JABFQ/article/view/4589Applesscald severityAlpha-farnescenceethylenequalityreactive oxygen species |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Asanda Mditshwa Olaniyi A Fawole Filicity Vries Kobus van der Merwe Elke Crouch Umezuruike Linus Opara |
spellingShingle |
Asanda Mditshwa Olaniyi A Fawole Filicity Vries Kobus van der Merwe Elke Crouch Umezuruike Linus Opara Classification of ‘Granny Smith’ apples with different levels of superficial scald severity based on targeted metabolites and discriminant analysis Journal of Applied Botany and Food Quality Apples scald severity Alpha-farnescence ethylene quality reactive oxygen species |
author_facet |
Asanda Mditshwa Olaniyi A Fawole Filicity Vries Kobus van der Merwe Elke Crouch Umezuruike Linus Opara |
author_sort |
Asanda Mditshwa |
title |
Classification of ‘Granny Smith’ apples with different levels of superficial scald severity based on targeted metabolites and discriminant analysis |
title_short |
Classification of ‘Granny Smith’ apples with different levels of superficial scald severity based on targeted metabolites and discriminant analysis |
title_full |
Classification of ‘Granny Smith’ apples with different levels of superficial scald severity based on targeted metabolites and discriminant analysis |
title_fullStr |
Classification of ‘Granny Smith’ apples with different levels of superficial scald severity based on targeted metabolites and discriminant analysis |
title_full_unstemmed |
Classification of ‘Granny Smith’ apples with different levels of superficial scald severity based on targeted metabolites and discriminant analysis |
title_sort |
classification of ‘granny smith’ apples with different levels of superficial scald severity based on targeted metabolites and discriminant analysis |
publisher |
Julius Kühn-Institut |
series |
Journal of Applied Botany and Food Quality |
issn |
1613-9216 1439-040X |
publishDate |
2016-02-01 |
description |
To study the metabolic changes in ‘Granny Smith’ apples with different severities of superficial scald, fruit were stored in normal refrigerated air (0°C, 95% RH) for 12 weeks followed by 7 d shelf-life under room conditions (20°C, 65% RH). Fruit were graded to five groups based on scald severity and analysed for ethylene, α-farnesene and 6-methyl-5-hepten-2-one (MHO) levels. Reactive oxygen species (ROS) were measured by confocal laser-scanning microscopy on apple peel treated with fluorescent probe 2’,7’-dichlorodihydrofluorescein diacetate. Ethylene production rate, α-farnesene and MHO contents and ROS intensity increased with increasing scald severity but declined in severely scalded fruit. Malondialdehyde (MDA) concentration in fruit peel, a measure of membrane damage, increased linearly (R=0.891) with increase in scald severity. Discriminant analysis was used to classify fruit by scald severity on the basis of metabolites accumulated. The stepwise model indicated that three attributes (ROS, ethylene production and MDA) contributed significantly (R2≥0.5) to the separation of the five scald severity indexes, with ROS having the highest contribution (partial R² =0.961; p<0.0001), followed by ethylene (R2=0.718; p<0.0001) and MDA (R2=0.578; p<0.0001).
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topic |
Apples scald severity Alpha-farnescence ethylene quality reactive oxygen species |
url |
https://ojs.openagrar.de/index.php/JABFQ/article/view/4589 |
work_keys_str_mv |
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