Relating Creamy Perception of Whey Protein Enriched Yogurt Systems to Instrumental Data by Means of Multivariate Data Analysis
ABSTRACT Yogurts differing in fat content, protein content, and casein to whey protein ratio were produced, and structurally as well as sensorially examined. The objective of the current research was to evaluate the predictive value of rheological and particle size measurements concerning sensory ap...
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Veröffentlicht in: | Journal of food science 2013-02, Vol.78 (2), p.S314-S319 |
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creator | Krzeminski, Alina Tomaschunas, Maja Köhn, Ehrhard Busch-Stockfisch, Mechthild Weiss, Jochen Hinrichs, Jörg |
description | ABSTRACT
Yogurts differing in fat content, protein content, and casein to whey protein ratio were produced, and structurally as well as sensorially examined. The objective of the current research was to evaluate the predictive value of rheological and particle size measurements concerning sensory appearance and texture attributes in 13 differently composed stirred yogurt systems, with a focus on graininess, viscosity, and creaminess. Structural and sensory analyses showed large differences in texture properties between the tested yogurt systems. Both data sets were correlated by means of multivariate statistical methods. Sensory graininess was highly correlated with particle size‐related parameters, sensory viscosity was highly correlated with destructive rheological parameters, and creamy perception was highly correlated with particle size‐related parameters and destructive rheological parameters but was not as well described by any oscillatory parameter. Best predictive ability (r2 > 0.89) was found for creaminess combining particle size related‐ and destructive rheological parameters tested within this study.
Practical Application: Knowing the instrumental parameters describing sensory textural attributes provides important information for having a better understanding of the underlying processes during consumer's perception. Knowledge about the sensory behavior of a product and its oral processing imparts an opportunity to fasten the product development process. By means of yogurt systems instrumental parameters derived from particle size analysis and rheological measurements were correlated with sensory attributes in order to determine the main factors leading to the mouthfeel sensations grainy, viscous, and creamy of semisolid milk products. |
doi_str_mv | 10.1111/1750-3841.12013 |
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Yogurts differing in fat content, protein content, and casein to whey protein ratio were produced, and structurally as well as sensorially examined. The objective of the current research was to evaluate the predictive value of rheological and particle size measurements concerning sensory appearance and texture attributes in 13 differently composed stirred yogurt systems, with a focus on graininess, viscosity, and creaminess. Structural and sensory analyses showed large differences in texture properties between the tested yogurt systems. Both data sets were correlated by means of multivariate statistical methods. Sensory graininess was highly correlated with particle size‐related parameters, sensory viscosity was highly correlated with destructive rheological parameters, and creamy perception was highly correlated with particle size‐related parameters and destructive rheological parameters but was not as well described by any oscillatory parameter. Best predictive ability (r2 > 0.89) was found for creaminess combining particle size related‐ and destructive rheological parameters tested within this study.
Practical Application: Knowing the instrumental parameters describing sensory textural attributes provides important information for having a better understanding of the underlying processes during consumer's perception. Knowledge about the sensory behavior of a product and its oral processing imparts an opportunity to fasten the product development process. By means of yogurt systems instrumental parameters derived from particle size analysis and rheological measurements were correlated with sensory attributes in order to determine the main factors leading to the mouthfeel sensations grainy, viscous, and creamy of semisolid milk products.</description><identifier>ISSN: 0022-1147</identifier><identifier>EISSN: 1750-3841</identifier><identifier>DOI: 10.1111/1750-3841.12013</identifier><identifier>PMID: 23311463</identifier><identifier>CODEN: JFDSAZ</identifier><language>eng</language><publisher>Hoboken, NJ: Blackwell Publishing Ltd</publisher><subject>Adult ; Biological and medical sciences ; Caseins - analysis ; Caseins - chemistry ; Correlation ; creaminess ; Female ; Food Handling ; Food industries ; Food science ; Fundamental and applied biological sciences. Psychology ; graininess ; Humans ; Male ; Milk and cheese industries. Ice creams ; Milk Proteins - analysis ; Milk Proteins - chemistry ; Multivariate Analysis ; Oils & fats ; Particle Size ; Perception ; Principal Component Analysis ; Proteins ; Rheological properties ; Rheology ; Sensory perception ; Surface layer ; Taste ; Taste Perception - physiology ; Texture ; Viscosity ; Whey ; whey protein ; Whey Proteins ; Yogurt ; Yogurt - analysis ; yogurt texture ; Young Adult</subject><ispartof>Journal of food science, 2013-02, Vol.78 (2), p.S314-S319</ispartof><rights>2013 Institute of Food Technologists</rights><rights>2014 INIST-CNRS</rights><rights>Copyright Institute of Food Technologists Feb 2013</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5063-347f100ae65c4f90e921b6a8956116f90bee805ab9557ab76794518f665a6ae3</citedby><cites>FETCH-LOGICAL-c5063-347f100ae65c4f90e921b6a8956116f90bee805ab9557ab76794518f665a6ae3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2F1750-3841.12013$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2F1750-3841.12013$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=27174879$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23311463$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Krzeminski, Alina</creatorcontrib><creatorcontrib>Tomaschunas, Maja</creatorcontrib><creatorcontrib>Köhn, Ehrhard</creatorcontrib><creatorcontrib>Busch-Stockfisch, Mechthild</creatorcontrib><creatorcontrib>Weiss, Jochen</creatorcontrib><creatorcontrib>Hinrichs, Jörg</creatorcontrib><title>Relating Creamy Perception of Whey Protein Enriched Yogurt Systems to Instrumental Data by Means of Multivariate Data Analysis</title><title>Journal of food science</title><addtitle>Journal of Food Science</addtitle><description>ABSTRACT
Yogurts differing in fat content, protein content, and casein to whey protein ratio were produced, and structurally as well as sensorially examined. The objective of the current research was to evaluate the predictive value of rheological and particle size measurements concerning sensory appearance and texture attributes in 13 differently composed stirred yogurt systems, with a focus on graininess, viscosity, and creaminess. Structural and sensory analyses showed large differences in texture properties between the tested yogurt systems. Both data sets were correlated by means of multivariate statistical methods. Sensory graininess was highly correlated with particle size‐related parameters, sensory viscosity was highly correlated with destructive rheological parameters, and creamy perception was highly correlated with particle size‐related parameters and destructive rheological parameters but was not as well described by any oscillatory parameter. Best predictive ability (r2 > 0.89) was found for creaminess combining particle size related‐ and destructive rheological parameters tested within this study.
Practical Application: Knowing the instrumental parameters describing sensory textural attributes provides important information for having a better understanding of the underlying processes during consumer's perception. Knowledge about the sensory behavior of a product and its oral processing imparts an opportunity to fasten the product development process. By means of yogurt systems instrumental parameters derived from particle size analysis and rheological measurements were correlated with sensory attributes in order to determine the main factors leading to the mouthfeel sensations grainy, viscous, and creamy of semisolid milk products.</description><subject>Adult</subject><subject>Biological and medical sciences</subject><subject>Caseins - analysis</subject><subject>Caseins - chemistry</subject><subject>Correlation</subject><subject>creaminess</subject><subject>Female</subject><subject>Food Handling</subject><subject>Food industries</subject><subject>Food science</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>graininess</subject><subject>Humans</subject><subject>Male</subject><subject>Milk and cheese industries. Ice creams</subject><subject>Milk Proteins - analysis</subject><subject>Milk Proteins - chemistry</subject><subject>Multivariate Analysis</subject><subject>Oils & fats</subject><subject>Particle Size</subject><subject>Perception</subject><subject>Principal Component Analysis</subject><subject>Proteins</subject><subject>Rheological properties</subject><subject>Rheology</subject><subject>Sensory perception</subject><subject>Surface layer</subject><subject>Taste</subject><subject>Taste Perception - physiology</subject><subject>Texture</subject><subject>Viscosity</subject><subject>Whey</subject><subject>whey protein</subject><subject>Whey Proteins</subject><subject>Yogurt</subject><subject>Yogurt - analysis</subject><subject>yogurt texture</subject><subject>Young Adult</subject><issn>0022-1147</issn><issn>1750-3841</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkktv1DAUhSMEokNhzQ5ZQkhs0voR28myTB90NMOrlQor6ya9ad3mMdgOkA2_nYRMB4nNeGP5-Lvn2j6OopeMHrBhHDItaSzShB0wTpl4FM22yuNoRinnMWOJ3oueeX9Hx7VQT6M9LsQgKzGLfn_BCoJtbsjcIdQ9-YSuwHWwbUPaklzd4iC5NqBtyEnjbHGL1-Rbe9O5QC56H7D2JLTkvPHBdTU2ASpyDAFI3pMVQuNHl1VXBfsDnIWA0-5RA1XvrX8ePSmh8vhiM-9Hl6cnl_P38fLj2fn8aBkXkioRi0SXjFJAJYukzChmnOUK0kwqxtQg5IgplZBnUmrItdJZIllaKiVBAYr96O1ku3bt9w59MLX1BVYVNNh23jClWZJJyuhuVHDBOZVZthvlqUwUz1QyoK__Q-_azg2PMFFcayFH6nCiCtd677A0a2drcL1h1Ix5mzFdM6Zr_uY9VLza-HZ5jddb_iHgAXizAcAXUJUOmsL6f5xmOkn1eBc1cT9thf2uvmZxenzxcIJ4KrTDZ_i1LQR3b5QWWpqrD2fm8_LdarHgifkq_gD1wc67</recordid><startdate>201302</startdate><enddate>201302</enddate><creator>Krzeminski, Alina</creator><creator>Tomaschunas, Maja</creator><creator>Köhn, Ehrhard</creator><creator>Busch-Stockfisch, Mechthild</creator><creator>Weiss, Jochen</creator><creator>Hinrichs, Jörg</creator><general>Blackwell Publishing Ltd</general><general>Wiley</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</scope><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QO</scope><scope>7QR</scope><scope>7ST</scope><scope>7T7</scope><scope>7U7</scope><scope>8FD</scope><scope>C1K</scope><scope>F28</scope><scope>FR3</scope><scope>P64</scope><scope>RC3</scope><scope>SOI</scope><scope>7X8</scope></search><sort><creationdate>201302</creationdate><title>Relating Creamy Perception of Whey Protein Enriched Yogurt Systems to Instrumental Data by Means of Multivariate Data Analysis</title><author>Krzeminski, Alina ; Tomaschunas, Maja ; Köhn, Ehrhard ; Busch-Stockfisch, Mechthild ; Weiss, Jochen ; Hinrichs, Jörg</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5063-347f100ae65c4f90e921b6a8956116f90bee805ab9557ab76794518f665a6ae3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Adult</topic><topic>Biological and medical sciences</topic><topic>Caseins - analysis</topic><topic>Caseins - chemistry</topic><topic>Correlation</topic><topic>creaminess</topic><topic>Female</topic><topic>Food Handling</topic><topic>Food industries</topic><topic>Food science</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>graininess</topic><topic>Humans</topic><topic>Male</topic><topic>Milk and cheese industries. Ice creams</topic><topic>Milk Proteins - analysis</topic><topic>Milk Proteins - chemistry</topic><topic>Multivariate Analysis</topic><topic>Oils & fats</topic><topic>Particle Size</topic><topic>Perception</topic><topic>Principal Component Analysis</topic><topic>Proteins</topic><topic>Rheological properties</topic><topic>Rheology</topic><topic>Sensory perception</topic><topic>Surface layer</topic><topic>Taste</topic><topic>Taste Perception - physiology</topic><topic>Texture</topic><topic>Viscosity</topic><topic>Whey</topic><topic>whey protein</topic><topic>Whey Proteins</topic><topic>Yogurt</topic><topic>Yogurt - analysis</topic><topic>yogurt texture</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Krzeminski, Alina</creatorcontrib><creatorcontrib>Tomaschunas, Maja</creatorcontrib><creatorcontrib>Köhn, Ehrhard</creatorcontrib><creatorcontrib>Busch-Stockfisch, Mechthild</creatorcontrib><creatorcontrib>Weiss, Jochen</creatorcontrib><creatorcontrib>Hinrichs, Jörg</creatorcontrib><collection>Istex</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Environment Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Toxicology Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>Environment Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of food science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Krzeminski, Alina</au><au>Tomaschunas, Maja</au><au>Köhn, Ehrhard</au><au>Busch-Stockfisch, Mechthild</au><au>Weiss, Jochen</au><au>Hinrichs, Jörg</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Relating Creamy Perception of Whey Protein Enriched Yogurt Systems to Instrumental Data by Means of Multivariate Data Analysis</atitle><jtitle>Journal of food science</jtitle><addtitle>Journal of Food Science</addtitle><date>2013-02</date><risdate>2013</risdate><volume>78</volume><issue>2</issue><spage>S314</spage><epage>S319</epage><pages>S314-S319</pages><issn>0022-1147</issn><eissn>1750-3841</eissn><coden>JFDSAZ</coden><abstract>ABSTRACT
Yogurts differing in fat content, protein content, and casein to whey protein ratio were produced, and structurally as well as sensorially examined. The objective of the current research was to evaluate the predictive value of rheological and particle size measurements concerning sensory appearance and texture attributes in 13 differently composed stirred yogurt systems, with a focus on graininess, viscosity, and creaminess. Structural and sensory analyses showed large differences in texture properties between the tested yogurt systems. Both data sets were correlated by means of multivariate statistical methods. Sensory graininess was highly correlated with particle size‐related parameters, sensory viscosity was highly correlated with destructive rheological parameters, and creamy perception was highly correlated with particle size‐related parameters and destructive rheological parameters but was not as well described by any oscillatory parameter. Best predictive ability (r2 > 0.89) was found for creaminess combining particle size related‐ and destructive rheological parameters tested within this study.
Practical Application: Knowing the instrumental parameters describing sensory textural attributes provides important information for having a better understanding of the underlying processes during consumer's perception. Knowledge about the sensory behavior of a product and its oral processing imparts an opportunity to fasten the product development process. By means of yogurt systems instrumental parameters derived from particle size analysis and rheological measurements were correlated with sensory attributes in order to determine the main factors leading to the mouthfeel sensations grainy, viscous, and creamy of semisolid milk products.</abstract><cop>Hoboken, NJ</cop><pub>Blackwell Publishing Ltd</pub><pmid>23311463</pmid><doi>10.1111/1750-3841.12013</doi><tpages>6</tpages></addata></record> |
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subjects | Adult Biological and medical sciences Caseins - analysis Caseins - chemistry Correlation creaminess Female Food Handling Food industries Food science Fundamental and applied biological sciences. Psychology graininess Humans Male Milk and cheese industries. Ice creams Milk Proteins - analysis Milk Proteins - chemistry Multivariate Analysis Oils & fats Particle Size Perception Principal Component Analysis Proteins Rheological properties Rheology Sensory perception Surface layer Taste Taste Perception - physiology Texture Viscosity Whey whey protein Whey Proteins Yogurt Yogurt - analysis yogurt texture Young Adult |
title | Relating Creamy Perception of Whey Protein Enriched Yogurt Systems to Instrumental Data by Means of Multivariate Data Analysis |
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