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Cattaneo C, Spinelli S, Dinnella C, Proserpio C, Monteleone E, Pagliarini E, Laureati M. Patterns of sensory and hedonic responses for salty and umami tastes and their impact on food familiarity, consumption, and nutritional status: A gender-based analysis from a large population sample. Curr Res Food Sci 2025; 10:100970. [PMID: 39876976 PMCID: PMC11773254 DOI: 10.1016/j.crfs.2025.100970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Revised: 12/30/2024] [Accepted: 01/02/2025] [Indexed: 01/31/2025] Open
Abstract
In recent years, research on taste perception has increasingly focused on its influence on food consumption, preferences, and long-term health. While bitter and sweet tastes have been well-studied, less is known about salty and umami tastes and their effects on dietary habits. This study aimed to address this gap by exploring sensory-hedonic patterns for 'savory' stimuli, encompassing both umami and salty tastes, in a representative sample of Italian adults, with a focus on gender-specific differences. Associations among sensory-hedonic patterns, nutritional status, personality, and psycho-attitudinal traits, as well as food habits, were considered. Participants (n = 2878) rated their liking and intensity of salty, umami, and overall flavor sensations for bean purée with varying salt levels and provided anthropometric and food consumption data. K-means clustering identified specific sensory-hedonic patterns: 'Dislikers' and 'Moderate Likers' in women, and 'Dislikers' and 'Likers' in men. In both genders, the increased concentration of NaCl in the model food translated in opposite hedonic reactions, which was less evident in men with 'Likers' showing a higher preference for the saltiest sample. An overweight condition also characterized this latter group. Both 'Likers' clusters (regardless of gender) showed higher familiarity/consumption of less healthy foods, including high-calorie items, junk foods, meat, and fats (all p < 0.05). Gender-related differences were observed, with women preferring seafood and desserts, while men savory snacks and soft drinks. These results underscore taste's influence on dietary habits and the need to account for gender differences in personalized dietary interventions.
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Affiliation(s)
- Camilla Cattaneo
- Sensory & Consumer Science Lab (SCS_Lab), Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, Italy
| | - Sara Spinelli
- SensoryLab, Department of Agriculture, Food, Environment and Forestry (DAGRI), University of Florence, Italy
| | - Caterina Dinnella
- SensoryLab, Department of Agriculture, Food, Environment and Forestry (DAGRI), University of Florence, Italy
| | - Cristina Proserpio
- Sensory & Consumer Science Lab (SCS_Lab), Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, Italy
| | - Erminio Monteleone
- SensoryLab, Department of Agriculture, Food, Environment and Forestry (DAGRI), University of Florence, Italy
| | - Ella Pagliarini
- Sensory & Consumer Science Lab (SCS_Lab), Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, Italy
| | - Monica Laureati
- Sensory & Consumer Science Lab (SCS_Lab), Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, Italy
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Spinelli S, Hopfer H, Moulinier V, Prescott J, Monteleone E, Hayes JE. Distinct Sensory Hedonic Functions for Sourness in Adults. Food Qual Prefer 2024; 116:105152. [PMID: 38617134 PMCID: PMC11014420 DOI: 10.1016/j.foodqual.2024.105152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/16/2024]
Abstract
Over the last half-century, variable responses to sweetness have repeatedly been shown to fall into a small number of hedonic responses, implying that looking only at group means may can obfuscate meaningfully different response patterns. Comparative data for sourness is quite sparse, especially in adults. While increased liking with higher acid concentration has been reported for some children, in adults, sourness is classically assumed to be aversive, with a monotonic drop in liking with increasing sourness. Here, we test this assumption using a simple model system or experimental beverage in convenience samples of adults from the United States (increasing citric acid in water) and Italy (increasing citric acid in pear juice). Participants rated intensity and liking of sampled stimuli. For both cohorts, we find clear evidence of three distinct patterns of responses: a strong negative group where liking dropped with increased sourness, an intermediate group who showed a more muted drop in liking with more sourness, and a strong positive group where liking increased with more sourness. Strikingly, both cohorts showed similar proportions of response patterns, with ~63-70% in the strong negative group, and 11-12% in the strong positive group, suggesting these proportions may be stable across cultures. Notably, the three groups did not differ by age or gender. These data support the existence of different hedonic response profiles to sour stimuli in adults, once again highlighting the importance of looking at individual differences and potential consumer segments, rather than merely averaging hedonic responses across all individuals within a group.
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Affiliation(s)
- Sara Spinelli
- Department of Agriculture, Food, Environment and Forestry (DAGRI), University of Florence, Italy
- Sensory Evaluation Center, The Pennsylvania State University, University Park, Pennsylvania, USA
- Department of Food Science, College of Agricultural Sciences, The Pennsylvania State University, University Park, Pennsylvania, USA
| | - Helene Hopfer
- Sensory Evaluation Center, The Pennsylvania State University, University Park, Pennsylvania, USA
- Department of Food Science, College of Agricultural Sciences, The Pennsylvania State University, University Park, Pennsylvania, USA
| | - Victor Moulinier
- Sensory Evaluation Center, The Pennsylvania State University, University Park, Pennsylvania, USA
- Department of Food Science, College of Agricultural Sciences, The Pennsylvania State University, University Park, Pennsylvania, USA
| | - John Prescott
- Department of Agriculture, Food, Environment and Forestry (DAGRI), University of Florence, Italy
- TasteMatters Research & Consulting, Sydney, Australia
| | - Erminio Monteleone
- Department of Agriculture, Food, Environment and Forestry (DAGRI), University of Florence, Italy
| | - John E. Hayes
- Sensory Evaluation Center, The Pennsylvania State University, University Park, Pennsylvania, USA
- Department of Food Science, College of Agricultural Sciences, The Pennsylvania State University, University Park, Pennsylvania, USA
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Zhang LL, Ma C, Wang HY, Zheng YM, Zhang QB, Zhong K, Shi BL, Zhao L. The contribution of subliminal perceptions, dietary habits, and psychological traits to the perception of oral tingling and burning sensations. Food Res Int 2023; 166:112631. [PMID: 36914308 DOI: 10.1016/j.foodres.2023.112631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 02/07/2023] [Accepted: 02/21/2023] [Indexed: 02/26/2023]
Abstract
The tingling evoked by Sichuan pepper and the burning elicited by chili pepper constitutes the typical flavor of Sichuan cuisine and is a component of leisure food. Although factors affecting the burning sensation have extensively been studied, few studies have examined the factors of individual sensitivity, personality traits, and dietary habits that contribute to the perception of oral tingling sensation, which hinders the formulation of tingling products and the development of new products. In contrast, many studies have examined the factors influencing the burning sensation. In this web-based survey, 68 participants disclosed their dietary habits, liking for tingling and hot foods, and psychological traits. Individual sensitivity to the tingling and burning sensation produced by a range of Sichuan pepper oleoresin and capsaicin solutions was determined using rated differences from control, generalized labeled magnitude scale method and ranking test. The consistency score indicated the accuracy of individual ranking results while also providing an indirect response to the sensitivity of the participant to supra-threshold for burning or tingling. Individual ratings for medium Sichuan pepper oleoresin concentrations significantly correlated with the just noticeable difference (p < 0.01), and ratings for medium and high capsaicin concentrations correlated significantly with 6-n-propylthiouracil ratings (p < 0.01). Notably, the power exponent of burning was significantly correlated with the burning recognition threshold (p < 0.01), and the power exponent of tingling and burning were significantly correlated (r = 0.340, p < 0.05). There was a negative correlation between supra-threshold tingling and burning sensation perceptions and life satisfaction ratings. Further, intensity ratings for oral tingling and burning sensation did not always correspond with individual sensitivity indicators (e.g., recognition threshold, 6-n-propylthiouracil, just noticeable difference, and consistency score). Thus, this study provides new insight into establishing a sensory selection method for chemesthetic sensation panelists and theoretical guidelines for formulation design and in-depth analysis of popular tingling dishes and foods.
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Affiliation(s)
- Lu-Lu Zhang
- Department of Food Science and Engineering, College of Biological Sciences and Technology, Beijing Key Laboratory of Forest Food Processing and Safety, Beijing Forestry University, Beijing 100083, China.
| | - Chao Ma
- Department of Food Science and Engineering, College of Biological Sciences and Technology, Beijing Key Laboratory of Forest Food Processing and Safety, Beijing Forestry University, Beijing 100083, China
| | - Hou-Yin Wang
- Food and Agriculture Standardization Institute, China National Institute of Standardization, Beijing 102200, China
| | - Ying-Ming Zheng
- Food and Agriculture Standardization Institute, China National Institute of Standardization, Beijing 102200, China
| | - Qing-Bin Zhang
- Food and Agriculture Standardization Institute, China National Institute of Standardization, Beijing 102200, China
| | - Kui Zhong
- Food and Agriculture Standardization Institute, China National Institute of Standardization, Beijing 102200, China
| | - Bo-Lin Shi
- Food and Agriculture Standardization Institute, China National Institute of Standardization, Beijing 102200, China.
| | - Lei Zhao
- Food and Agriculture Standardization Institute, China National Institute of Standardization, Beijing 102200, China.
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Variations in oral responsiveness associate with specific signatures in the gut microbiota and modulate dietary habits. Food Qual Prefer 2022. [DOI: 10.1016/j.foodqual.2022.104790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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Endrizzi I, Cliceri D, Menghi L, Aprea E, Charles M, Monteleone E, Dinnella C, Spinelli S, Pagliarini E, Laureati M, Torri L, Bendini A, Toschi TG, Sinesio F, Predieri S, Gasperi F. Correction: Endrizzi et al. Relationships between Intensity and Liking for Chemosensory Stimuli in Food Models: A Large-Scale Consumer Segmentation. Foods 2022, 11, 5. Foods 2022; 11:2174. [PMID: 35892816 PMCID: PMC9331354 DOI: 10.3390/foods11152174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 07/11/2022] [Indexed: 11/23/2022] Open
Abstract
In the original publication [1], there was a mistake in "Figure 2, Figure 3, Figure 4, and Figure 5" as published [...].
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Affiliation(s)
- Isabella Endrizzi
- Department of Food Quality and Nutrition, Research and Innovation Centre, Fondazione Edmund Mach, Via Edmund Mach 1, 38010 San Michele all’Adige, Italy; (L.M.); (E.A.); (M.C.); (F.G.)
| | - Danny Cliceri
- Center Agriculture Food Environment, University of Trento/Fondazione Edmund Mach, Via Edmund Mach 1, 38010 San Michele all’Adige, Italy;
| | - Leonardo Menghi
- Department of Food Quality and Nutrition, Research and Innovation Centre, Fondazione Edmund Mach, Via Edmund Mach 1, 38010 San Michele all’Adige, Italy; (L.M.); (E.A.); (M.C.); (F.G.)
- Center Agriculture Food Environment, University of Trento/Fondazione Edmund Mach, Via Edmund Mach 1, 38010 San Michele all’Adige, Italy;
- Department of Technology and Innovation, Center University of Southern Denmark, Campusvej 55, 5230 Odense, Denmark
| | - Eugenio Aprea
- Department of Food Quality and Nutrition, Research and Innovation Centre, Fondazione Edmund Mach, Via Edmund Mach 1, 38010 San Michele all’Adige, Italy; (L.M.); (E.A.); (M.C.); (F.G.)
- Center Agriculture Food Environment, University of Trento/Fondazione Edmund Mach, Via Edmund Mach 1, 38010 San Michele all’Adige, Italy;
| | - Mathilde Charles
- Department of Food Quality and Nutrition, Research and Innovation Centre, Fondazione Edmund Mach, Via Edmund Mach 1, 38010 San Michele all’Adige, Italy; (L.M.); (E.A.); (M.C.); (F.G.)
| | - Erminio Monteleone
- Department of Agricultural, Food, Environment and Forestry (DAGRI), University of Florence, Via Donizetti 6, 50144 Florence, Italy; (E.M.); (C.D.); (S.S.)
| | - Caterina Dinnella
- Department of Agricultural, Food, Environment and Forestry (DAGRI), University of Florence, Via Donizetti 6, 50144 Florence, Italy; (E.M.); (C.D.); (S.S.)
| | - Sara Spinelli
- Department of Agricultural, Food, Environment and Forestry (DAGRI), University of Florence, Via Donizetti 6, 50144 Florence, Italy; (E.M.); (C.D.); (S.S.)
| | - Ella Pagliarini
- Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, 20133 Milan, Italy; (E.P.); (M.L.)
| | - Monica Laureati
- Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, 20133 Milan, Italy; (E.P.); (M.L.)
| | - Luisa Torri
- University of Gastronomic Sciences, Piazza Vittorio Emanuele II, 9, 12042 Pollenzo, Italy;
| | - Alessandra Bendini
- Department of Agricultural and Food Sciences (DISTAL), Alma Mater Studiorum—University of Bologna, 40126 Bologna, Italy; (A.B.); (T.G.T.)
| | - Tullia Gallina Toschi
- Department of Agricultural and Food Sciences (DISTAL), Alma Mater Studiorum—University of Bologna, 40126 Bologna, Italy; (A.B.); (T.G.T.)
| | - Fiorella Sinesio
- CREA, Council for Agricultural Research and Economics, Research Center Food & Nutrition, Via Ardeatina 546, 00178 Rome, Italy;
| | - Stefano Predieri
- Institute for Bioeconomy, CNR, National Research Council, Via Gobetti 101, 40129 Bologna, Italy;
| | - Flavia Gasperi
- Department of Food Quality and Nutrition, Research and Innovation Centre, Fondazione Edmund Mach, Via Edmund Mach 1, 38010 San Michele all’Adige, Italy; (L.M.); (E.A.); (M.C.); (F.G.)
- Center Agriculture Food Environment, University of Trento/Fondazione Edmund Mach, Via Edmund Mach 1, 38010 San Michele all’Adige, Italy;
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Asseo K, Niv MY. Harnessing Food Product Reviews for Personalizing Sweetness Levels. Foods 2022; 11:foods11131872. [PMID: 35804694 PMCID: PMC9266276 DOI: 10.3390/foods11131872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2022] [Revised: 06/16/2022] [Accepted: 06/17/2022] [Indexed: 12/10/2022] Open
Abstract
Sweet taste is innately appealing, ensuring that mammals are attracted to the sweetness of mother’s milk and other sources of carbohydrates and calories. In the modern world, the availability of sugars and sweeteners and the eagerness of the food industry to maximize palatability, result in an abundance of sweet food products, which poses a major health challenge. The aim of the current study is to analyze sweetness levels, liking, and ingredients of online reviews of food products, in order to obtain insights into sensory nutrition and to identify new opportunities for reconciling the palatability–healthiness tension. We collected over 200,000 reviews of ~30,000 products on Amazon dated from 2002 to 2012 and ~350,000 reviews of ~2400 products on iHerb from 2006 to 2021. The reviews were classified and analyzed using manual curation, natural language processing, and machine learning. In total, ~32,000 (Amazon) and ~29,000 (iHerb) of these reviews mention sweetness, with 2200 and 4600 reviews referring to the purchased products as oversweet. Oversweet reviews were dispersed among consumers. Products that included sucralose had more oversweet reviews than average. 26 products had at least 50 reviews for which at least 10% were oversweet. For these products, the average liking by consumers reporting oversweetness was significantly lower (by 0.9 stars on average on a 1 to 5 stars scale) than by the rest of the consumers. In summary, oversweetness appears in 7–16% of the sweetness-related reviews and is less liked, which suggests an opportunity for customized products with reduced sweetness. These products will be simultaneously healthier and tastier for a substantial subgroup of customers and will benefit the manufacturer by expanding the products’ target audience. Analysis of consumers’ reviews of marketed food products offers new ways to obtain informative sensory data.
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