Flavoromics


Book Description

Forty years of progress in the fields of gas chromatography and data collection have culminated in flavoromics. This is a combination of chemometrics and metabolomics. Essentially, it is the non-targeted way of rapidly collecting a significant amount of data from a wide range of sample populations and using the data to study complicated topics. Now that we have the required tools, we can carry out high-throughput trace investigations that incorporate both gustatory and olfactory signals. Flavoromics: An Integrated Approach to Flavor and Sensory Assessment describes the tools to do high-throughput, trace analyses that represent both taste and olfaction stimuli. It explains how today's single sample research will generate thousands of data points, which are loaded into sophisticated statistical analysis algorithms to establish what stimuli are responsible for flavor. This cutting-edge equipment will enable us to create flavorings and perfumes that are more realistic and superior. Key Features: Includes a detailed section on data handling/mining Section 4 describes a broad overview of different food matrices Points out the integration of flavoromics with advanced separation methods, data management, statistical modeling, and variable selection This book represents a revolutionary tool waiting to help make better, truer to life flavorings and fragrances.




Comprehensive Foodomics


Book Description

Comprehensive Foodomics, Three Volume Set offers a definitive collection of over 150 articles that provide researchers with innovative answers to crucial questions relating to food quality, safety and its vital and complex links to our health. Topics covered include transcriptomics, proteomics, metabolomics, genomics, green foodomics, epigenetics and noncoding RNA, food safety, food bioactivity and health, food quality and traceability, data treatment and systems biology. Logically structured into 10 focused sections, each article is authored by world leading scientists who cover the whole breadth of Omics and related technologies, including the latest advances and applications. By bringing all this information together in an easily navigable reference, food scientists and nutritionists in both academia and industry will find it the perfect, modern day compendium for frequent reference. List of sections and Section Editors: Genomics - Olivia McAuliffe, Dept of Food Biosciences, Moorepark, Fermoy, Co. Cork, Ireland Epigenetics & Noncoding RNA - Juan Cui, Department of Computer Science & Engineering, University of Nebraska-Lincoln, Lincoln, NE Transcriptomics - Robert Henry, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St Lucia, Australia Proteomics - Jens Brockmeyer, Institute of Biochemistry and Technical Biochemistry, University Stuttgart, Germany Metabolomics - Philippe Schmitt-Kopplin, Research Unit Analytical BioGeoChemistry, Neuherberg, Germany Omics data treatment, System Biology and Foodomics - Carlos Leon Canseco, Visiting Professor, Biomedical Engineering, Universidad Carlos III de Madrid Green Foodomics - Elena Ibanez, Foodomics Lab, CIAL, CSIC, Madrid, Spain Food safety and Foodomics - Djuro Josic, Professor Medicine (Research) Warren Alpert Medical School, Brown University, Providence, RI, USA & Sandra Kraljevic Pavelic, University of Rijeka, Department of Biotechnology, Rijeka, Croatia Food Quality, Traceability and Foodomics - Daniel Cozzolino, Centre for Nutrition and Food Sciences, The University of Queensland, Queensland, Australia Food Bioactivity, Health and Foodomics - Miguel Herrero, Department of Bioactivity and Food Analysis, Foodomics Lab, CIAL, CSIC, Madrid, Spain Brings all relevant foodomics information together in one place, offering readers a ‘one-stop,’ comprehensive resource for access to a wealth of information Includes articles written by academics and practitioners from various fields and regions Provides an ideal resource for students, researchers and professionals who need to find relevant information quickly and easily Includes content from high quality authors from across the globe




Understanding Complex Flavor Percepts Using Flavoromics


Book Description

Consumer acceptability, or “liking,” is a complex consumer reaction to food which impacts food-derived enjoyment, purchasing behavior, and satiety, and is thus of interest to the food industry as well as consumers and researchers. While numerous factors impact acceptability, food flavor plays an outsize role in determining if a food is liked or disliked. Traditional methods of analyzing flavor identify individual compounds in isolation and out of context, primarily due to instrumental limitations. These methods have limited capability to understand acceptability, itself more a consumer reaction to the holistic experience provided by food than to individual sensory attributes or impact compounds. Chemical profiling and multivariate modeling of metabolites to find compounds predictive of effects, termed “metabolomics,” has recently been applied to the study of flavor. The resulting technique, termed flavoromics, offers the unprecedented ability to directly tie the underlying chemistry of a food to acceptability and other complex sensory percepts through statistical modeling. Compounds predicted to be important to acceptability can be recombined with the original food system and tasted to determine if they drive liking or are merely correlated, providing crucial confirmation for further application and use of findings. While showing great potential for compound discovery, flavoromics remains an emerging technique. Within this dissertation, flavoromics was used across two studies to understand chemical drivers of liking in fruit spreads. Sugar-free fruit spreads have been observed to universally present atypical flavor defects not seen in traditional products and are less-liked than full-sugar spreads. To understand chemical drivers of positively perceived flavors in traditional spreads, flavoromics was used to find universal differences between sugar-free and traditional jams across eight fruit varieties through class-based modeling to remove the impact of fruit variety. Four non-volatile compounds predictive of traditional spreads as compared to sugar-free spreads, regardless of fruit, were identified and tasted. Two compounds, including one which had not previously been described for flavor activity, were revealed to have sensory impact which made sugar-free spreads taste more-similar to traditional spreads, although further sensory validation is needed. This study showed the ability of flavoromics to relate chemistry to flavor-relevant class-based differences regardless of orthogonal variations such as fruit type, and to uncover flavor-active compounds linked to an effect. This study will provide molecular targets to the jam industry for use in producing better-liked sugar-free products, helping dieting consumers achieve sugar-reduction goals without sacrificing flavor enjoyment. The second study focused on linking chemistry directly to consumer ratings of acceptability in strawberry preserves. Fifteen unique strawberry preserves were manufactured using an identical process. Preserves were profiled using untargeted GC/MS and LC/MS to capture flavor-relevant chemical information and were rated by a consumer acceptability panel. Collected chemical data was correlated to acceptability to uncover compounds directly related to liking. Four non-volatile and nine volatile compounds were identified as highly-correlated to acceptability, including two novel non-volatiles and one novel flavor active volatile. Compounds were recombined with spreads and rated by a consumer preference panel, revealing a bimodal distribution of preference which partially broke down by gender. It was found that women significantly preferred jams spiked with acceptability-linked non-volatile compounds over control jams, while men did not display a preference. Although more work is required to investigate causes of preference distributions, this work successfully showed the capability of flavoromics to identify compounds which drive liking in foods. This second study serves to provide crop breeders and jam producers with molecular targets for marker-assisted crop breeding, raw ingredient selection, and process optimization. Together, the two studies discussed in this dissertation present a proof-of-concept for the use of flavoromics to understand acceptability and open the door to greater use of the technique towards understanding drivers of complex sensory percepts in foods.







A Flavoromics Approach to the Characterisation of Pinot Noir Wine Sensory Properties


Book Description

Relationships between wine composition and sensory properties are well recognised. The number of volatile and non-volatile compounds detected in wines is vast and continues to grow. Connections with aroma, taste and mouthfeel properties have been discovered for many; however, the complexity of wine composition hinders the discovery of new relationships. Interactions, including synergistic and masking effects, make the nature of the contributions of individual compounds difficult to establish. This complexity also makes the drivers of wine sensory attributes difficult to ascertain. In this project, predictive models were constructed for Pinot noir wine sensory properties using a flavoromics platform optimised for the profiling of volatile and non-volatile wine compounds. These models allowed the untargeted assessment of composition drivers of aromas, tastes and mouthfeel, and Pinot noir wine quality as perceived by expert panellists. A large number of volatile and non-volatile compounds were identified as strong contributors to the predictive abilities of the models, demonstrating that Pinot noir wine sensory properties are driven by the complex interaction of many different compounds. These results were replicated in a study of Merlot wines, and the strong influence of ethanol concentration on wine sensory was reiterated. Standardised winemaking techniques were applied to determine the origin of Pinot noir wine flavours in the vineyard. Relationships were explored between grape and pre-ferment volatile composition, wine volatile profiles and sensory properties. While several flavour markers were identified, it was noted that connections between pre- and post-ferment volatile composition with respect to aroma were complex and difficult to unravel. Flavoromics studies generate large data sets; the ability of modern analytical instruments to measure the composition of wines has developed so that thousands of molecular features can be detected. To aid the construction of parsimonious predictive models, a novel variable selection technique was applied using the volatile profiles of sensory similes used to describe wine orthoand retronasal aromas (e.g. black currant, cinnamon, vegetal). Several compounds detected in both wines and sensory references were found to be strong predictors of wine aromas. Familiarity of the panellists with the references was important for the success of the method, nevertheless these results indicate similar chemistries may be driving the corresponding aromas. Several compounds were identified in this research that may contribute to wine quality, as well as specific aroma and mouthfeel attributes, providing opportunities for manipulations to design wine style in the winery and vineyard.







Understanding Wine Chemistry


Book Description

Understanding Wine Chemistry Understand the reactions behind the world’s most alluring beverages The immense variety of wines on the market is the product of multiple chemical processes – whether acting on components arising in the vineyard, during fermentation, or throughout storage. Winemaking decisions alter the chemistry of finished wines, affecting the flavor, color, stability, and other aspects of the final product. Knowledge of these chemical and biochemical processes is integral to the art and science of winemaking. Understanding Wine Chemistry has served as the definitive introduction to the chemical components of wine, their properties, and their reaction mechanisms. It equips the knowledgeable reader to interpret and predict the outcomes of physicochemical reactions involved with winemaking processes. Now updated to reflect recent research findings, most notably in relation to wine redox chemistry, along with new Special Topics chapters on emerging areas, it continues to set the standard in the subject. Readers of the second edition of Understanding Wine Chemistry will also find: Case studies throughout showing chemistry at work in creating different wine styles and avoiding common adverse chemical and sensory outcomes Detailed treatment of novel subjects like non-alcoholic wines, non-glass alternatives to wine packaging, synthetic wines, and more An authorial team with decades of combined experience in wine chemistry research and education Understanding Wine Chemistry is ideal for college and university students, winemakers at any stage in their practice, professionals in related fields such as suppliers or sommeliers, and chemists with an interest in wine.




Characterization of Odorant Patterns by Comprehensive Two-Dimensional Gas Chromatography


Book Description

The volume has as primary focus multidimensional gas chromatography (heart-cutting systems, comprehensive 2D-GC systems and hybrid solutions) and its characteristic features for in depth investigation of complex fractions of odor-active volatiles. Contributions, from outstanding researchers in the field from Academia and industry, cover fundamentals aspects on the physiology of olfaction, the strategies to identify key-odorants from the bulk of detectable volatiles (sensomics), the principles of operation of multidimensional analytical platforms (i.e., comprehensive two-dimensional gas chromatography – GC×GC; heart-cut 2D-GC, hybrid systems), and the fundamental role of mass spectrometry in providing reliable and informative data. Insights on new systems design and configurations are also provided, including sample preparation and data processing strategies, as important steps of the whole analytical process. Real-world examples cover food volatiles, complex aroma mixtures, odors emitted from industrial plants, volatiles of interest in forensic and medical applications. Providing insights on fundamental aspects and advances in analytical platforms design and work-flows implementation for volatiles and odorants patterns detection in key-application areas Up-dates on the most modern and advanced solutions to isolate, detect and characterize complex odorant patterns by multidimensional analytical techniques Critical overview on main application areas where odors have a key-information role: food aroma and flavor industry, industrial environments, forensic and clinical applications




Chemical Deterioration and Physical Instability of Food and Beverages


Book Description

For a food product to be a success in the marketplace it must be stable throughout its shelf-life. Quality deterioration due to chemical changes and alterations in condition due to physical instability are not always recognised, yet can be just as problematic as microbial spoilage. This book provides an authoritative review of key topics in this area. Chapters in part one focus on the chemical reactions which can negatively affect food quality, such as oxidative rancidity, and their measurement. Part two reviews quality deterioration associated with physical changes, such as moisture loss, gain and migration, crystallization and emulsion breakdown. Contributions in the following section outline the likely effects on different foods and beverages, including bakery products, fruit and vegetables, ready-to-eat meals and wine. With contributions from leaders in their fields, Chemical deterioration and physical instability of food and beverages is an essential reference for R&D and QA staff in the food industry and researchers with an interested in this subject. Examines chemical reactions which can negatively affect food quality and measurement Reviews quality deterioration associated with physical changes such as moisture loss, gain and migration, and crystallization Documents deterioration in specific food and beverage products including bakery products, frozen foods and wine




Instrumental Assessment of Food Sensory Quality


Book Description

Instrumental measurements of the sensory quality of food and drink are of growing importance in both complementing data provided by sensory panels and in providing valuable data in situations in which the use of human subjects is not feasible. Instrumental assessment of food sensory quality reviews the range and use of instrumental methods for measuring sensory quality. After an introductory chapter, part one goes on to explore the principles and practice of the assessment and analysis of food appearance, flavour, texture and viscosity. Part two reviews advances in methods for instrumental assessment of food sensory quality and includes chapters on food colour measurement using computer vision, gas chromatography-olfactometry (GC-O), electronic noses and tongues for in vivo food flavour measurement, and non-destructive methods for food texture assessment. Further chapters highlight in-mouth measurement of food quality and emerging flavour analysis methods for food authentication. Finally, chapters in part three focus on the instrumental assessment of the sensory quality of particular foods and beverages including meat, poultry and fish, baked goods, dry crisp products, dairy products, and fruit and vegetables. The instrumental assessment of the sensory quality of wine, beer, and juices is also discussed. Instrumental assessment of food sensory quality is a comprehensive technical resource for quality managers and research and development personnel in the food industry and researchers in academia interested in instrumental food quality measurement. Reviews the range and use of instrumental methods for measuring sensory quality Explores the principles and practice of the assessment and analysis of food appearance, flavour, texture and viscosity Reviews advances in methods for instrumental assessment of food sensory quality