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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Main Authors: Asanda Mditshwa, Olaniyi A Fawole, Filicity Vries, Kobus van der Merwe, Elke Crouch, Umezuruike Linus Opara
Format: Article
Language:English
Published: Julius Kühn-Institut 2016-02-01
Series:Journal of Applied Botany and Food Quality
Subjects:
Online Access:https://ojs.openagrar.de/index.php/JABFQ/article/view/4589
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spelling 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). 
topic Apples
scald severity
Alpha-farnescence
ethylene
quality
reactive oxygen species
url https://ojs.openagrar.de/index.php/JABFQ/article/view/4589
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