Relationship between skin greasiness and cuticular wax in harvested “Hongro” apples
We investigated the ripening and skin greasiness of “Hongro” apples during storage at 20 °C. Postharvest treatment using 100 μLL−1 ethylene accelerated ripening and increased greasiness, whereas treatment using 1 μLL−1 1-methylcyclopropene delayed ripening and reduced greasiness. Scanning electron m...
Gespeichert in:
Veröffentlicht in: | Food chemistry 2024-08, Vol.450, p.139334-139334, Article 139334 |
---|---|
Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 139334 |
---|---|
container_issue | |
container_start_page | 139334 |
container_title | Food chemistry |
container_volume | 450 |
creator | Lee, Jeong Gu Eum, Hyang Lan Lee, Eun Jin |
description | We investigated the ripening and skin greasiness of “Hongro” apples during storage at 20 °C. Postharvest treatment using 100 μLL−1 ethylene accelerated ripening and increased greasiness, whereas treatment using 1 μLL−1 1-methylcyclopropene delayed ripening and reduced greasiness. Scanning electron microscopy showed changes in cuticular wax structure linked to greasiness. Metabolic analysis identified specific metabolites related to greasiness, which varied upon postharvest treatment. Greasiness was positively associated with ethylene production and butyl-9,12-octadecadienoate content. Random forest modeling predicted greasiness levels with high accuracy, with root mean square error values of 0.322 and 0.362 for training and validation datasets, respectively. These findings illuminate the complex interplay between postharvest treatment, apple ripening, wax composition, and skin greasiness. The application of predictive models exemplifies the potential for technology-driven approaches in agriculture and aids in the development of postharvest strategies to control greasiness and maintain fruit quality.
•Excessive apple skin greasiness may lead to consumer dissatisfaction.•1-Methylcyclopropene treatment inhibited the manifestation of greasiness.•Skin greasiness correlated positively with butyl-9,12-octadecadienoate content.•Levels of skin greasiness were accurately predicted using a random forest model.•Study results may lead to improved of fruit preservation techniques. |
doi_str_mv | 10.1016/j.foodchem.2024.139334 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_3154163787</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S030881462400983X</els_id><sourcerecordid>3154163787</sourcerecordid><originalsourceid>FETCH-LOGICAL-c396t-6664813a68feecbb3e3401c35d2b5fadd78206d07be59a7312877f46cf80a3403</originalsourceid><addsrcrecordid>eNqFkM9O3DAQh62qVVloXwH5yCXLOPbazg2EWkBCqlS16tFy7AnrbTYOdgLlxoO0L8eTYLTQK6c5zPebPx8hhwyWDJg83iy7GL1b43ZZQy2WjDeci3dkwbTilQJVvycL4KArzYTcI_s5bwCgBqY_kj2uJZdcNQvy6zv2dgpxyOsw0hanO8SB5t9hoNcJbQ4D5kzt4Kmbp-Dm3iZ6Z__Q0l_bdIt5Qk8fH_5exOE6xceHf9SOY4_5E_nQ2T7j55d6QH5-_fLj7KK6-nZ-eXZ6VTneyKmSUgrNuJW6Q3Rty5ELYI6vfN2uOuu90jVID6rFVWMVZ7VWqhPSdRpsQfkBOdrNHVO8mcs5Zhuyw763A8Y5G85WgpVXi5U3URAclGiYLqjcoS7FnBN2Zkxha9O9YWCe_ZuNefVvnv2bnf8SPHzZMbdb9P9jr8ILcLIDsEi5DZhMdgEHhz4kdJPxMby14wlb5Jve</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3043074918</pqid></control><display><type>article</type><title>Relationship between skin greasiness and cuticular wax in harvested “Hongro” apples</title><source>ScienceDirect Journals (5 years ago - present)</source><creator>Lee, Jeong Gu ; Eum, Hyang Lan ; Lee, Eun Jin</creator><creatorcontrib>Lee, Jeong Gu ; Eum, Hyang Lan ; Lee, Eun Jin</creatorcontrib><description>We investigated the ripening and skin greasiness of “Hongro” apples during storage at 20 °C. Postharvest treatment using 100 μLL−1 ethylene accelerated ripening and increased greasiness, whereas treatment using 1 μLL−1 1-methylcyclopropene delayed ripening and reduced greasiness. Scanning electron microscopy showed changes in cuticular wax structure linked to greasiness. Metabolic analysis identified specific metabolites related to greasiness, which varied upon postharvest treatment. Greasiness was positively associated with ethylene production and butyl-9,12-octadecadienoate content. Random forest modeling predicted greasiness levels with high accuracy, with root mean square error values of 0.322 and 0.362 for training and validation datasets, respectively. These findings illuminate the complex interplay between postharvest treatment, apple ripening, wax composition, and skin greasiness. The application of predictive models exemplifies the potential for technology-driven approaches in agriculture and aids in the development of postharvest strategies to control greasiness and maintain fruit quality.
•Excessive apple skin greasiness may lead to consumer dissatisfaction.•1-Methylcyclopropene treatment inhibited the manifestation of greasiness.•Skin greasiness correlated positively with butyl-9,12-octadecadienoate content.•Levels of skin greasiness were accurately predicted using a random forest model.•Study results may lead to improved of fruit preservation techniques.</description><identifier>ISSN: 0308-8146</identifier><identifier>EISSN: 1873-7072</identifier><identifier>DOI: 10.1016/j.foodchem.2024.139334</identifier><identifier>PMID: 38636379</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>1-methylcyclopropene ; apples ; Cuticular wax ; data collection ; electron microscopy ; epicuticular wax ; ethylene ; ethylene production ; food chemistry ; fruit quality ; Metabolic analysis ; metabolites ; Postharvest strategy ; postharvest treatment ; Predictive model ; Skin greasiness</subject><ispartof>Food chemistry, 2024-08, Vol.450, p.139334-139334, Article 139334</ispartof><rights>2024 The Authors</rights><rights>Copyright © 2024 The Authors. Published by Elsevier Ltd.. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c396t-6664813a68feecbb3e3401c35d2b5fadd78206d07be59a7312877f46cf80a3403</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S030881462400983X$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38636379$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lee, Jeong Gu</creatorcontrib><creatorcontrib>Eum, Hyang Lan</creatorcontrib><creatorcontrib>Lee, Eun Jin</creatorcontrib><title>Relationship between skin greasiness and cuticular wax in harvested “Hongro” apples</title><title>Food chemistry</title><addtitle>Food Chem</addtitle><description>We investigated the ripening and skin greasiness of “Hongro” apples during storage at 20 °C. Postharvest treatment using 100 μLL−1 ethylene accelerated ripening and increased greasiness, whereas treatment using 1 μLL−1 1-methylcyclopropene delayed ripening and reduced greasiness. Scanning electron microscopy showed changes in cuticular wax structure linked to greasiness. Metabolic analysis identified specific metabolites related to greasiness, which varied upon postharvest treatment. Greasiness was positively associated with ethylene production and butyl-9,12-octadecadienoate content. Random forest modeling predicted greasiness levels with high accuracy, with root mean square error values of 0.322 and 0.362 for training and validation datasets, respectively. These findings illuminate the complex interplay between postharvest treatment, apple ripening, wax composition, and skin greasiness. The application of predictive models exemplifies the potential for technology-driven approaches in agriculture and aids in the development of postharvest strategies to control greasiness and maintain fruit quality.
•Excessive apple skin greasiness may lead to consumer dissatisfaction.•1-Methylcyclopropene treatment inhibited the manifestation of greasiness.•Skin greasiness correlated positively with butyl-9,12-octadecadienoate content.•Levels of skin greasiness were accurately predicted using a random forest model.•Study results may lead to improved of fruit preservation techniques.</description><subject>1-methylcyclopropene</subject><subject>apples</subject><subject>Cuticular wax</subject><subject>data collection</subject><subject>electron microscopy</subject><subject>epicuticular wax</subject><subject>ethylene</subject><subject>ethylene production</subject><subject>food chemistry</subject><subject>fruit quality</subject><subject>Metabolic analysis</subject><subject>metabolites</subject><subject>Postharvest strategy</subject><subject>postharvest treatment</subject><subject>Predictive model</subject><subject>Skin greasiness</subject><issn>0308-8146</issn><issn>1873-7072</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFkM9O3DAQh62qVVloXwH5yCXLOPbazg2EWkBCqlS16tFy7AnrbTYOdgLlxoO0L8eTYLTQK6c5zPebPx8hhwyWDJg83iy7GL1b43ZZQy2WjDeci3dkwbTilQJVvycL4KArzYTcI_s5bwCgBqY_kj2uJZdcNQvy6zv2dgpxyOsw0hanO8SB5t9hoNcJbQ4D5kzt4Kmbp-Dm3iZ6Z__Q0l_bdIt5Qk8fH_5exOE6xceHf9SOY4_5E_nQ2T7j55d6QH5-_fLj7KK6-nZ-eXZ6VTneyKmSUgrNuJW6Q3Rty5ELYI6vfN2uOuu90jVID6rFVWMVZ7VWqhPSdRpsQfkBOdrNHVO8mcs5Zhuyw763A8Y5G85WgpVXi5U3URAclGiYLqjcoS7FnBN2Zkxha9O9YWCe_ZuNefVvnv2bnf8SPHzZMbdb9P9jr8ILcLIDsEi5DZhMdgEHhz4kdJPxMby14wlb5Jve</recordid><startdate>20240830</startdate><enddate>20240830</enddate><creator>Lee, Jeong Gu</creator><creator>Eum, Hyang Lan</creator><creator>Lee, Eun Jin</creator><general>Elsevier Ltd</general><scope>6I.</scope><scope>AAFTH</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope></search><sort><creationdate>20240830</creationdate><title>Relationship between skin greasiness and cuticular wax in harvested “Hongro” apples</title><author>Lee, Jeong Gu ; Eum, Hyang Lan ; Lee, Eun Jin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c396t-6664813a68feecbb3e3401c35d2b5fadd78206d07be59a7312877f46cf80a3403</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>1-methylcyclopropene</topic><topic>apples</topic><topic>Cuticular wax</topic><topic>data collection</topic><topic>electron microscopy</topic><topic>epicuticular wax</topic><topic>ethylene</topic><topic>ethylene production</topic><topic>food chemistry</topic><topic>fruit quality</topic><topic>Metabolic analysis</topic><topic>metabolites</topic><topic>Postharvest strategy</topic><topic>postharvest treatment</topic><topic>Predictive model</topic><topic>Skin greasiness</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lee, Jeong Gu</creatorcontrib><creatorcontrib>Eum, Hyang Lan</creatorcontrib><creatorcontrib>Lee, Eun Jin</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Food chemistry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lee, Jeong Gu</au><au>Eum, Hyang Lan</au><au>Lee, Eun Jin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Relationship between skin greasiness and cuticular wax in harvested “Hongro” apples</atitle><jtitle>Food chemistry</jtitle><addtitle>Food Chem</addtitle><date>2024-08-30</date><risdate>2024</risdate><volume>450</volume><spage>139334</spage><epage>139334</epage><pages>139334-139334</pages><artnum>139334</artnum><issn>0308-8146</issn><eissn>1873-7072</eissn><abstract>We investigated the ripening and skin greasiness of “Hongro” apples during storage at 20 °C. Postharvest treatment using 100 μLL−1 ethylene accelerated ripening and increased greasiness, whereas treatment using 1 μLL−1 1-methylcyclopropene delayed ripening and reduced greasiness. Scanning electron microscopy showed changes in cuticular wax structure linked to greasiness. Metabolic analysis identified specific metabolites related to greasiness, which varied upon postharvest treatment. Greasiness was positively associated with ethylene production and butyl-9,12-octadecadienoate content. Random forest modeling predicted greasiness levels with high accuracy, with root mean square error values of 0.322 and 0.362 for training and validation datasets, respectively. These findings illuminate the complex interplay between postharvest treatment, apple ripening, wax composition, and skin greasiness. The application of predictive models exemplifies the potential for technology-driven approaches in agriculture and aids in the development of postharvest strategies to control greasiness and maintain fruit quality.
•Excessive apple skin greasiness may lead to consumer dissatisfaction.•1-Methylcyclopropene treatment inhibited the manifestation of greasiness.•Skin greasiness correlated positively with butyl-9,12-octadecadienoate content.•Levels of skin greasiness were accurately predicted using a random forest model.•Study results may lead to improved of fruit preservation techniques.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>38636379</pmid><doi>10.1016/j.foodchem.2024.139334</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0308-8146 |
ispartof | Food chemistry, 2024-08, Vol.450, p.139334-139334, Article 139334 |
issn | 0308-8146 1873-7072 |
language | eng |
recordid | cdi_proquest_miscellaneous_3154163787 |
source | ScienceDirect Journals (5 years ago - present) |
subjects | 1-methylcyclopropene apples Cuticular wax data collection electron microscopy epicuticular wax ethylene ethylene production food chemistry fruit quality Metabolic analysis metabolites Postharvest strategy postharvest treatment Predictive model Skin greasiness |
title | Relationship between skin greasiness and cuticular wax in harvested “Hongro” apples |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-02T22%3A16%3A01IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Relationship%20between%20skin%20greasiness%20and%20cuticular%20wax%20in%20harvested%20%E2%80%9CHongro%E2%80%9D%20apples&rft.jtitle=Food%20chemistry&rft.au=Lee,%20Jeong%20Gu&rft.date=2024-08-30&rft.volume=450&rft.spage=139334&rft.epage=139334&rft.pages=139334-139334&rft.artnum=139334&rft.issn=0308-8146&rft.eissn=1873-7072&rft_id=info:doi/10.1016/j.foodchem.2024.139334&rft_dat=%3Cproquest_cross%3E3154163787%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3043074918&rft_id=info:pmid/38636379&rft_els_id=S030881462400983X&rfr_iscdi=true |