Effect of management (organic vs conventional) on volatile profiles of six plum cultivars (Prunus salicina Lindl.). A chemometric approach for varietal classification and determination of potential markers
•Hexanal was the main volatile in plums and was affected by the cultivation system.•Five volatiles were described for the first time in Prunus salicina Lindl.•The aroma profile allowed us to discriminate among cultivars using chemometrics.•The chemometric approach let us identify volatile markers fo...
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Published in: | Food chemistry Vol. 199; pp. 479 - 484 |
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Abstract | •Hexanal was the main volatile in plums and was affected by the cultivation system.•Five volatiles were described for the first time in Prunus salicina Lindl.•The aroma profile allowed us to discriminate among cultivars using chemometrics.•The chemometric approach let us identify volatile markers for cultivars.
The volatile profiles of six plum cultivars (‘Laetitia’, ‘Primetime’, ‘Sapphire’, ‘Showtime’, ‘Songold’ and ‘Souvenir’) produced under two management systems (conventional and organic) and harvested in two consecutive years were obtained by HS–SPME–GC–MS. Twenty-five metabolites were determined, five of which (pentanal, (E)-2-heptenal, 1-octanol, eucalyptol and 2-pentylfuran) are reported for the first time in Prunus salicina Lindl. Hexanal stood out as a major volatile compound affected by the management system. In addition, partial least square discriminant analysis (PLS-DA) achieved an effective classification of genotypes based on their volatile profiles. A high classification accuracy model was obtained with a sensitivity of 97.9% and a specificity of 99.6%. Furthermore, the application of a dual criterion, based on a method of variable selection, VIP (variable importance in projection) and the results of a univariate analysis (ANOVA), allowed the identification of potential volatile markers in ‘Primetime’, ‘Showtime’ and ‘Souvenir’ genotypes (cultivars not characterised to date). |
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AbstractList | The volatile profiles of six plum cultivars ('Laetitia', 'Primetime', 'Sapphire', 'Showtime', 'Songold' and 'Souvenir') produced under two management systems (conventional and organic) and harvested in two consecutive years were obtained by HS-SPME-GC-MS. Twenty-five metabolites were determined, five of which (pentanal, (E)-2-heptenal, 1-octanol, eucalyptol and 2-pentylfuran) are reported for the first time in Prunus salicina Lindl. Hexanal stood out as a major volatile compound affected by the management system. In addition, partial least square discriminant analysis (PLS-DA) achieved an effective classification of genotypes based on their volatile profiles. A high classification accuracy model was obtained with a sensitivity of 97.9% and a specificity of 99.6%. Furthermore, the application of a dual criterion, based on a method of variable selection, VIP (variable importance in projection) and the results of a univariate analysis (ANOVA), allowed the identification of potential volatile markers in 'Primetime', 'Showtime' and 'Souvenir' genotypes (cultivars not characterised to date). •Hexanal was the main volatile in plums and was affected by the cultivation system.•Five volatiles were described for the first time in Prunus salicina Lindl.•The aroma profile allowed us to discriminate among cultivars using chemometrics.•The chemometric approach let us identify volatile markers for cultivars. The volatile profiles of six plum cultivars (‘Laetitia’, ‘Primetime’, ‘Sapphire’, ‘Showtime’, ‘Songold’ and ‘Souvenir’) produced under two management systems (conventional and organic) and harvested in two consecutive years were obtained by HS–SPME–GC–MS. Twenty-five metabolites were determined, five of which (pentanal, (E)-2-heptenal, 1-octanol, eucalyptol and 2-pentylfuran) are reported for the first time in Prunus salicina Lindl. Hexanal stood out as a major volatile compound affected by the management system. In addition, partial least square discriminant analysis (PLS-DA) achieved an effective classification of genotypes based on their volatile profiles. A high classification accuracy model was obtained with a sensitivity of 97.9% and a specificity of 99.6%. Furthermore, the application of a dual criterion, based on a method of variable selection, VIP (variable importance in projection) and the results of a univariate analysis (ANOVA), allowed the identification of potential volatile markers in ‘Primetime’, ‘Showtime’ and ‘Souvenir’ genotypes (cultivars not characterised to date). |
Author | Ruiz-Moreno, M.J. Daza, A. Arroyo, F. Cuevas, F.J. Moreno-Rojas, J.M. |
Author_xml | – sequence: 1 givenname: F.J. orcidid: 0000-0003-0304-6568 surname: Cuevas fullname: Cuevas, F.J. organization: Postharvest Technology and Agrifood Industry Area, Andalusian Institute of Agricultural and Fishering Research and Training (IFAPA) Alameda del Obispo, Córdoba, Spain – sequence: 2 givenname: J.M. orcidid: 0000-0002-9372-1346 surname: Moreno-Rojas fullname: Moreno-Rojas, J.M. email: josem.moreno.rojas@juntadeandalucia.es organization: Postharvest Technology and Agrifood Industry Area, Andalusian Institute of Agricultural and Fishering Research and Training (IFAPA) Alameda del Obispo, Córdoba, Spain – sequence: 3 givenname: F. surname: Arroyo fullname: Arroyo, F. organization: Organic Production and Natural Resources, Andalusian Institute of Agricultural and Fishering Research and Training (IFAPA) Las Torres-Tomejil, Seville, Spain – sequence: 4 givenname: A. surname: Daza fullname: Daza, A. organization: Organic Production and Natural Resources, Andalusian Institute of Agricultural and Fishering Research and Training (IFAPA) Las Torres-Tomejil, Seville, Spain – sequence: 5 givenname: M.J. surname: Ruiz-Moreno fullname: Ruiz-Moreno, M.J. organization: Postharvest Technology and Agrifood Industry Area, Andalusian Institute of Agricultural and Fishering Research and Training (IFAPA) Alameda del Obispo, Córdoba, Spain |
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Snippet | •Hexanal was the main volatile in plums and was affected by the cultivation system.•Five volatiles were described for the first time in Prunus salicina... The volatile profiles of six plum cultivars ('Laetitia', 'Primetime', 'Sapphire', 'Showtime', 'Songold' and 'Souvenir') produced under two management systems... |
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SubjectTerms | Chemometrics Discriminant Analysis Fruit - chemistry Fruit - classification Gas Chromatography-Mass Spectrometry - methods Organic cultivation Prunus domestica - chemistry Prunus domestica - classification Prunus salicina SPME–GC–MS Volatile compounds Volatile Organic Compounds |
Title | Effect of management (organic vs conventional) on volatile profiles of six plum cultivars (Prunus salicina Lindl.). A chemometric approach for varietal classification and determination of potential markers |
URI | https://dx.doi.org/10.1016/j.foodchem.2015.12.049 https://www.ncbi.nlm.nih.gov/pubmed/26775998 https://search.proquest.com/docview/1760913722 |
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