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Keywords = bitter taste sensitivity

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11 pages, 1607 KiB  
Article
Studies on the Emission of Volatile Organic Compounds from Selected Forest Mushrooms of the Genus Lactarius Using Proton-Transfer Reaction Mass Spectrometry
by Tomasz Wróblewski, Anna Kamińska and Agnieszka Włodarkiewicz
Molecules 2025, 30(14), 3000; https://doi.org/10.3390/molecules30143000 - 17 Jul 2025
Viewed by 282
Abstract
Forest mushrooms, due to their taste and smell, have been a component of people’s diets since the beginning of time. Unfortunately, there are many inedible or poisonous species of mushrooms that are similar to those that are eaten. For example, the highly valued [...] Read more.
Forest mushrooms, due to their taste and smell, have been a component of people’s diets since the beginning of time. Unfortunately, there are many inedible or poisonous species of mushrooms that are similar to those that are eaten. For example, the highly valued Boletus edulis is similar to the inedible bitter bolete and the poisonous bolete. In the case of mushrooms of the genus Lactarius, such similarities are demonstrated by the delicious tasting L. deliciosus, the inedible downy L. pubescens and the poisonous cottony L. torminosus. This study presents an attempt to classify these three species based on studies of the emission of volatile organic compounds from the volatile headspace using proton-transfer reaction mass spectrometry (PTR-MS). The conducted statistical tests, principal component analysis (PCA) and discriminant analysis revealed significant differences in the concentration of 20 selected protonated VOC molecules for the tested mushroom species. The clear advantages of the PTR-MS technique are that there is no need for special sample preparation and it has rapid measurement capability and high analytical sensitivity. This allows for a quick comparative analysis of VOCs, for example, from different species of forest mushrooms. Full article
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17 pages, 1656 KiB  
Review
Artificial Taste: Advances and Innovative Applications in Healthcare
by Letao Wang, Yuzhang Li, Yao Zhang and Bin Zheng
Appl. Sci. 2025, 15(2), 545; https://doi.org/10.3390/app15020545 - 8 Jan 2025
Cited by 1 | Viewed by 2276
Abstract
Background: Scientists have recently developed a technology that induces artificial taste through electronic stimulation. However, scattered reports have made it difficult to comprehensively understand the technology’s details and appreciate its potential applications in healthcare. To address these gaps, a meta-review was conducted. We [...] Read more.
Background: Scientists have recently developed a technology that induces artificial taste through electronic stimulation. However, scattered reports have made it difficult to comprehensively understand the technology’s details and appreciate its potential applications in healthcare. To address these gaps, a meta-review was conducted. We re-viewed the current literatures on the technology behind artificial taste. Targeted original research papers were analyzed, with data extracted to address five key aspects: interface design, stimulation parameters, sensation verification results, applications to health problems, and potential side effects in human subjects. Results: A total of 19 relevant papers were identified. Eight studies focused on tongue-tip electrode interfaces, while others integrated technology into eating utensils. Eleven studies examined stimulation frequencies (50–1000 Hz), with five altering temperature and two changing water color to enhance taste perception. Only six studies reported verification results, showing that most participants perceived sour and salty tastes, mild bitter responses, and unreliable sweet evocation. Sixteen papers discussed applications in healthcare (dietary and weight management), entertainment (food and beverage sampling), and education. Side effects included reduced sensitivity after repeated trials and occasional discomfort from excessive stimulation, though no immediate tissue damage was reported. Conclusions: Artificial taste technology offers an innovative approach to managing food and beverage intake without compromising taste sensations. When applied on a large scale, it holds significant potential for regulating eating behaviors and providing novel strategies for addressing chronic health issues associated with diet. Full article
(This article belongs to the Section Computing and Artificial Intelligence)
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18 pages, 5355 KiB  
Article
Investigation of Volatile Organic Compounds of Whole-Plant Corn Silage Using HS-SPME-GC-MS, HS-GC-IMS and E-Nose
by Yinge Chen, Lulu Wang, Yawei Zhang, Nan Zheng, Yuanqing Zhang and Yangdong Zhang
Agriculture 2025, 15(1), 5; https://doi.org/10.3390/agriculture15010005 - 24 Dec 2024
Cited by 1 | Viewed by 1725
Abstract
To investigate the source of the bitter almond taste in whole corn silage (WPCS), headspace solid-phase microextraction combined with gas chromatography–mass spectrometry (HS-SPME-GC-MS), headspace gas chromatography–ion migration spectrometry (HS-GC-IMS), and electronic nose (E-nose) technology were employed. The study analyzed the differences in volatile [...] Read more.
To investigate the source of the bitter almond taste in whole corn silage (WPCS), headspace solid-phase microextraction combined with gas chromatography–mass spectrometry (HS-SPME-GC-MS), headspace gas chromatography–ion migration spectrometry (HS-GC-IMS), and electronic nose (E-nose) technology were employed. The study analyzed the differences in volatile compounds between two WPCS samples with distinct odors from the same cellar. GC-IMS and GC-MS identified 32 and 101 volatile organic compounds (VOCs), respectively, including aldehydes, alcohols, esters, ketones, and other compounds. Three characteristic volatile organic compounds associated with the bitter almond taste were detected: benzaldehyde, cyanide, and isocyanate. The electronic nose demonstrated varying sensitivities across its sensors, and principal component analysis (PCA) combined with variable importance projection (VIP) analysis revealed that W5S (nitrogen oxides) could differentiate between the two distinct silage odors. This finding was consistent with the GC-MS results, which identified 34 nitrogen-containing heterocyclic compounds in the abnormal silage sample, accounting for 77% of the total nitrogen-containing compounds. In summary, significant differences in aroma composition were observed between the bitter almond-flavored silage and the other silage in the same cellar. These differences were primarily attributed to changes in volatile organic compounds, which could serve as indicators for identifying bitter almond-flavored silage. Full article
(This article belongs to the Section Agricultural Product Quality and Safety)
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11 pages, 1657 KiB  
Article
Improved Sensitivity of a Taste Sensor Composed of Trimellitic Acids for Sweetness
by Tatsukichi Watanabe, Sojiro Kumura, Shunsuke Kimura and Kiyoshi Toko
Molecules 2024, 29(23), 5573; https://doi.org/10.3390/molecules29235573 - 25 Nov 2024
Viewed by 933
Abstract
Currently, lipid/polymer membranes are used in taste sensors to quantify food taste. This research aims to improve sweetness sensors by more selectively detecting uncharged sweetening substances, which have difficulty obtaining a potentiometric response. Lipid/polymer membranes with varying amounts of tetradodecylammonium bromide (TDAB) and [...] Read more.
Currently, lipid/polymer membranes are used in taste sensors to quantify food taste. This research aims to improve sweetness sensors by more selectively detecting uncharged sweetening substances, which have difficulty obtaining a potentiometric response. Lipid/polymer membranes with varying amounts of tetradodecylammonium bromide (TDAB) and 1,2,4-benzene tricarboxylic acid (trimellitic acid) were prepared. The carboxyl groups of trimellitic acid bind metal cations, and the sweetness intensity is estimated by measuring the potential change, as a sensor response, when these cations are complexed with sugars. This research showed that the potential of a sensor using the membrane with enough trimellitic acid in a sucrose solution remained constant, regardless of TDAB amounts, but the potential in the tasteless, so-called reference solution, depended on TDAB. By optimizing the content of TDAB and trimellitic acid, a sensor response of −100 mV was achieved, which is over 20% more sensitive than a previous sensor. This sensor also demonstrated increased selectivity to sweetness, with similar interference from other tastes (saltiness, sourness, umami, and bitterness) compared to previous sensors. As a result, the sensitivity to sweetness was successfully improved. This result contributes to the development of novel sensors, further reducing the burden on humans in quality control and product development. Full article
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16 pages, 2049 KiB  
Article
Potentiometric Electronic Tongue for the Evaluation of Multiple-Unit Pellet Sprinkle Formulations of Rosuvastatin Calcium
by Patrycja Ciosek-Skibińska, Krzysztof Cal, Daniel Zakowiecki and Joanna Lenik
Materials 2024, 17(20), 5016; https://doi.org/10.3390/ma17205016 - 14 Oct 2024
Cited by 1 | Viewed by 1320
Abstract
Sprinkle formulations represent an interesting genre of medicinal products. A frequent problem, however, is the need to mask the unpleasant taste of these drug substances. In the present work, we propose the use of a novel sensor array based on solid-state ion-selective electrodes [...] Read more.
Sprinkle formulations represent an interesting genre of medicinal products. A frequent problem, however, is the need to mask the unpleasant taste of these drug substances. In the present work, we propose the use of a novel sensor array based on solid-state ion-selective electrodes to evaluate the taste-masking efficiency of rosuvastatin (ROS) sprinkle formulations. Eight Multiple Unit Pellet Systems (MUPSs) were analyzed at two different doses (API_50) and (API_10), as well as pure Active Pharmaceutical Ingredient (API) as a bitter standard. Calcium phosphate-based starter pellets were coated with the mixture containing rosuvastatin. Some of them were additionally coated with hydroxypropyl methylcellulose, which was intended to separate the bitter substance and prevent it from coming into contact with the taste buds. The sensor array consisted of 16 prepared sensors with a polymer membrane that had a different selectivity towards rosuvastatin calcium. The main analytical parameters (sensitivity, selectivity, response time, pH dependence of potential, drift of potential, lifetime) of the constructed ion-selective electrodes sensitive for rosuvastatin were determined. The signals from the sensors array recorded during the experiments were processed using Principal Component Analysis (PCA). The results obtained, i.e., the chemical images of the pharmaceutical samples, indicated that the electronic tongue composed of the developed solid-state electrodes provided respective attributes as sensor signals, enabling both of various kinds of ROS pellets to be distinguished and their similarity to ROS bitterness standards to be tested. Full article
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14 pages, 3479 KiB  
Article
Development of a Bitterness Sensor Using Partially Dissociated Amine Compounds
by Yuyang Guo, Xiao Wu, Hidekazu Ikezaki and Kiyoshi Toko
Sensors 2024, 24(17), 5553; https://doi.org/10.3390/s24175553 - 28 Aug 2024
Viewed by 1087
Abstract
This study focused on developing an advanced bitterness sensor designed to minimize interference from common anions such as nitrate (NO3) and iodide (I) by incorporating partially dissociated amine compounds into the sensor membrane. The conventional bitter sensor (C00) [...] Read more.
This study focused on developing an advanced bitterness sensor designed to minimize interference from common anions such as nitrate (NO3) and iodide (I) by incorporating partially dissociated amine compounds into the sensor membrane. The conventional bitter sensor (C00) uses fully dissociated quaternary ammonium salt tetradecyl ammonium bromide (TDAB), which typically exhibits high responses to these anions, leading to inaccurate bitterness assessments. To address this issue, we explored the use of three partially dissociated amines—oleylamine (OAm), dioctadecylamine (DODA), and tridodecylamine (TDA)—as lipids in the membrane components. We fabricated sensor membranes and tested their ion selectivity, interference resistance to anion, and sensitivity to iso-alpha acids (IAAs), representative bitter compounds in beer. The results showed that the membranes with partially dissociated amines significantly reduced anion interference. Notably, the sensitivity of the TDA membrane to IAAs was 80.4 mV/dec in concentration, exceeding the 68.5 mV/dec of the TDAB membrane. This enhanced sensitivity, coupled with reduced anion interference, reveals a novel property of partially dissociated lipids in taste sensors, distinguishing them from fully dissociated lipids. These findings pave the way for the development of sensors that can accurately assess a bitter taste and have potential applications in the food and beverage industry. Full article
(This article belongs to the Special Issue Electrochemical Sensors in the Food Industry)
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16 pages, 2401 KiB  
Article
Optimization and Detection of Freshness Biomarkers of Atlantic Salmon Subjected to Different Vacuum Packaging Conditions during Storage at 0 °C by Metabolomics and Molecular Docking
by Yu-Shun Lu, Gui-Xiao Yao, Jiang Yu, Jing Qiu, Yong-Zhong Qian, Xuan-Yun Huang and Yan-Yang Xu
Foods 2024, 13(17), 2714; https://doi.org/10.3390/foods13172714 - 27 Aug 2024
Viewed by 1133
Abstract
The freshness of Atlantic salmon is influenced mainly by tissue metabolism, which in turn is affected by storage time and conditions. The alterations in taste profiles and nutritional values of salmon when packaged using vacuum methods have not been fully understood, and the [...] Read more.
The freshness of Atlantic salmon is influenced mainly by tissue metabolism, which in turn is affected by storage time and conditions. The alterations in taste profiles and nutritional values of salmon when packaged using vacuum methods have not been fully understood, and the factors contributing to these changes require further research. In this work, the extraction method for flavor nutrients from salmon was optimized via the Plackett–Burman (PB) test. A sensitive and rapid targeted metabolomics method for the simultaneous determination of 34 nutrients was successfully established via ultra-performance liquid chromatography–triple quadrupole/linear ion trap composite mass spectrometry (UHPLC-QTRAP/MS), and various nutritional compositions during storage at 0 °C under different vacuum conditions (0 kPa or −90 kPa) for 4 and 8 days were analyzed. Results showed that storage time had a significant effect on salmon metabolism. The total amino acids decreased by 62.95% and 65.89% at 0 kPa and −90 kPa, respectively. Notably, a marked reduction in histidine after 8 days at −90 kPa may have diminished bitterness, while decreased levels of umami-tasting amino acids like glutamine and aspartic acid affected the overall flavor profile. Overall, the packaging conditions at 0 °C and 0 kPa were more suitable for the preservation of most nutrients in salmon. Pathway enrichment analysis revealed that the reduction in substances was mainly related to the alanine, aspartate, and glutamate metabolism pathways. Alanine, inosine, and histidine, whose levels changed significantly, can bind to the typical umami taste receptor TIR1/TIR3 and can be biomarkers to monitor and determine the freshness or spoilage of salmon after 4–8 days of storage. This study revealed the changes in small-molecule nutrients in salmon during storage under different packaging conditions, which provides a reference for the packaging preservation technology of fresh salmon and new ideas for the evaluation of salmon quality and determination of freshness. Full article
(This article belongs to the Section Food Quality and Safety)
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27 pages, 5290 KiB  
Review
Taste Sensor Assessment of Bitterness in Medicines: Overview and Recent Topics
by Takahiro Uchida
Sensors 2024, 24(15), 4799; https://doi.org/10.3390/s24154799 - 24 Jul 2024
Cited by 4 | Viewed by 3444
Abstract
In recent decades, taste sensors have been increasingly utilized to assess the taste of oral medicines, particularly focusing on bitterness, a major obstacle to patient acceptance and adherence. This objective and safe method holds promise for enhancing the development of patient-friendly medicines in [...] Read more.
In recent decades, taste sensors have been increasingly utilized to assess the taste of oral medicines, particularly focusing on bitterness, a major obstacle to patient acceptance and adherence. This objective and safe method holds promise for enhancing the development of patient-friendly medicines in pharmaceutical companies. This review article introduces its application in measuring the intensity of bitterness in medicine, confirming the achievement of taste masking, distinguishing taste differences between branded and generic medicines, and identifying substances to suppress bitterness in target medicines. Another application of the sensor is to predict a significant increase in bitterness when medicine is taken with certain foods/beverages or concomitant medication. Additionally, to verify the sensor’s predictability, a significant correlation has been demonstrated between the output of a bitter-sensitive sensor designed for drug bitterness (BT0) and the bitterness responses of the human taste receptor hT2R14 from BitterDB (huji.ac.il). As a recent advancement, a novel taste sensor equipped with lipid/polymer membranes modified by 3-Br-2,6-dihydroxybenzoic acid (2,6-DHBA), based on the concept of allostery, is introduced. This sensor successfully predicts the bitterness of non-charged pharmaceuticals with xanthine skeletons, such as caffeine or related compounds. Finally, the future prospects of taste sensors are discussed. Full article
(This article belongs to the Special Issue Nature Inspired Engineering: Biomimetic Sensors)
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14 pages, 2500 KiB  
Article
Sodium Bicarbonate Decreases Alcohol Consumption in Mice
by Jason Lin, Ana P. Rivadeneira, Yani Ye, Clara Ryu, Shangrila Parvin, Kyeongran Jang, Sandra M. Garraway and Inyeong Choi
Int. J. Mol. Sci. 2024, 25(9), 5006; https://doi.org/10.3390/ijms25095006 - 3 May 2024
Cited by 1 | Viewed by 1869
Abstract
We previously reported that mice with low neuronal pH drink more alcohol, demonstrating the importance of pH for alcohol reward and motivation. In this study, we tested whether systemic pH affects alcohol consumption and if so, whether it occurs by changing the alcohol [...] Read more.
We previously reported that mice with low neuronal pH drink more alcohol, demonstrating the importance of pH for alcohol reward and motivation. In this study, we tested whether systemic pH affects alcohol consumption and if so, whether it occurs by changing the alcohol reward. C57BL/6J mice were given NaHCO3 to raise their blood pH, and the animals’ alcohol consumption was measured in the drinking-in-the-dark and two-bottle free choice paradigms. Alcohol consumption was also assessed after suppressing the bitterness of NaHCO3 with sucrose. Alcohol reward was evaluated using a conditioned place preference. In addition, taste sensitivity was assessed by determining quinine and sucrose preference. The results revealed that a pH increase by NaHCO3 caused mice to decrease their alcohol consumption. The decrease in high alcohol contents (20%) was significant and observed at different ages, as well as in both males and females. Alcohol consumption was also decreased after suppressing NaHCO3 bitterness. Oral gavage of NaHCO3 did not alter quinine and sucrose preference. In the conditioned place preference, NaHCO3-treated mice spent less time in the alcohol-injected chamber. Conclusively, the results show that raising systemic pH with NaHCO3 decreases alcohol consumption, as it decreases the alcohol reward value. Full article
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12 pages, 1246 KiB  
Article
Gene Methylation Affects Salivary Levels of the Taste Buds’ Trophic Factor, Gustin Protein
by Melania Melis, Eleonora Loi, Mariano Mastinu, Lala Chaimae Naciri, Patrizia Zavattari and Iole Tomassini Barbarossa
Nutrients 2024, 16(9), 1304; https://doi.org/10.3390/nu16091304 - 26 Apr 2024
Cited by 1 | Viewed by 1411
Abstract
The salivary protein, Gustin/carbonic anhydrase VI, has been described as a trophic factor responsible for the growth of taste buds. We found, in a genetically homogeneous population, that the polymorphism rs2274333 (A/G) of the Gustin gene is crucial for the full functionality of [...] Read more.
The salivary protein, Gustin/carbonic anhydrase VI, has been described as a trophic factor responsible for the growth of taste buds. We found, in a genetically homogeneous population, that the polymorphism rs2274333 (A/G) of the Gustin gene is crucial for the full functionality of the protein and is associated with taste sensitivity. However, other studies have failed to find this evidence. Here, we verified if Gustin gene methylation can affect the salivary levels of the protein, also concerning the polymorphism rs2274333 and PROP bitter responsiveness. The Gustin gene methylation profiling and the quantification of the Gustin salivary levels were determined in sixty-six volunteers genotyped for the polymorphism rs2274333 (A/G) (Ser90Gly in the protein sequence). The fungiform papillae density was also determined. The results confirm our earlier observations by showing that AA genotypes had a greater density of fungiform taste papillae, whereas the GG genotypes showed a lower density. We also found variations in the protein levels in the three genotype groups and an inverse relationship between Gustin gene methylation and the salivary levels of the protein, mostly evident in AA and ST volunteers, i.e., in volunteers who would be carriers of the functional isoform of the protein. These findings could justify the conflicting data in the literature. Full article
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14 pages, 863 KiB  
Article
Development of Emotion Lexicons to Describe Sugar-Free Chocolate According to Consumers’ PROP Taster Status
by Telana van Zyl, Annchen Mielmann and Neoline le Roux
Appl. Sci. 2023, 13(24), 12994; https://doi.org/10.3390/app132412994 - 5 Dec 2023
Viewed by 1922
Abstract
Taste sensitivity can have a significant impact on consumers’ food choices. Consumers’ taster status and emotions can be guided by sensory information of sugared products. This paper aimed to develop emotional lexicons for sugar-free chocolates based on consumers’ taster status applying the check-all-that-apply [...] Read more.
Taste sensitivity can have a significant impact on consumers’ food choices. Consumers’ taster status and emotions can be guided by sensory information of sugared products. This paper aimed to develop emotional lexicons for sugar-free chocolates based on consumers’ taster status applying the check-all-that-apply (CATA) methodology. South African respondents’ (n = 153) bitter perception was evaluated with n-propylthiouracil (PROP) paper strips. Respondents received one sugar-free dark chocolate and one sugar-free milk chocolate and completed an electronic questionnaire. Respondents mainly purchased chocolate for its flavour, and enjoyed the taste of the sugar-free dark chocolate more than sugar-free milk chocolate. The non-tasters (>50%) chose positive emotions for sugar-free milk chocolate, while the medium tasters, selected more positive emotions for dark chocolate. The supertasters selected the most negative emotions for the sugar-free dark chocolate. Practical significant associations were found between the non-tasters and the emotion guilty, as well as between the supertasters and the emotions, discontented and disgust. Each taster status requires the development of a distinctive lexicon to be emotionally satisfied by sugar-free products. Full article
(This article belongs to the Special Issue Sensory Characteristics and Consumers Acceptance of Food Products)
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14 pages, 895 KiB  
Article
Consumer Liking of Turnip Cooked by Different Methods: The Influence of Sensory Profile and Consumer Bitter Taste Genotype
by Nurfarhana Diana Mohd Nor, Harshita Mullick, Xirui Zhou, Omobolanle Oloyede, Carmel Houston-Price, Kate Harvey and Lisa Methven
Foods 2023, 12(17), 3188; https://doi.org/10.3390/foods12173188 - 24 Aug 2023
Cited by 3 | Viewed by 1932
Abstract
Brassica vegetables are bitter, predominantly because they contain bitter-tasting glucosinolates. Individuals with high bitter taste sensitivity are reported to have lower consumption of bitter vegetables. Studies reported that cooking methods can alter the sensory characteristics of vegetables, increasing acceptability. This study investigated consumer [...] Read more.
Brassica vegetables are bitter, predominantly because they contain bitter-tasting glucosinolates. Individuals with high bitter taste sensitivity are reported to have lower consumption of bitter vegetables. Studies reported that cooking methods can alter the sensory characteristics of vegetables, increasing acceptability. This study investigated consumer liking of turnip cooked by four methods (boiled-pureed, roasted, steamed-pureed and stir-fried) and related this to sensory characteristics. Additionally, this study examined the effect of the bitter taste genotype on taste perception and liking of the cooked turnip samples. Participants (n = 74) were recruited and the TAS2R38 genotype was measured. Liking, consumption intent, perception of bitterness and sweetness of turnip were evaluated. A sensory profile of the cooked turnip variants was also determined by a trained sensory panel. There were significant differences in the overall (p = 0.001) and taste (p = 0.002) liking between cooking methods. Turnip liking was increased when preparation led to sweeter taste profiles. The TAS2R38 genotype had a significant effect on bitter perception (p = 0.02) but did not significantly affect taste liking. In conclusion, the cooking method affected turnip liking, and the bitter perception in turnip was influenced by the TAS2R38 genotype. However, taste sensitivity did not predict turnip liking in this UK adult cohort. Full article
(This article belongs to the Special Issue Consumer Behavior and Food Choice—3rd Edition)
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12 pages, 273 KiB  
Review
Paediatric Medicinal Formulation Development: Utilising Human Taste Panels and Incorporating Their Data into Machine Learning Training
by Okhee Yoo, Britta S. von Ungern-Sternberg and Lee Yong Lim
Pharmaceutics 2023, 15(8), 2112; https://doi.org/10.3390/pharmaceutics15082112 - 9 Aug 2023
Cited by 4 | Viewed by 2308
Abstract
This review paper explores the role of human taste panels and artificial neural networks (ANNs) in taste-masking paediatric drug formulations. Given the ethical, practical, and regulatory challenges of employing children, young adults (18–40) can serve as suitable substitutes due to the similarity in [...] Read more.
This review paper explores the role of human taste panels and artificial neural networks (ANNs) in taste-masking paediatric drug formulations. Given the ethical, practical, and regulatory challenges of employing children, young adults (18–40) can serve as suitable substitutes due to the similarity in their taste sensitivity. Taste panellists need not be experts in sensory evaluation so long as a reference product is used during evaluation; however, they should be screened for bitterness taste detection thresholds. For a more robust evaluation during the developmental phase, considerations of a scoring system and the calculation of an acceptance value may be beneficial in determining the likelihood of recommending a formulation for further development. On the technological front, artificial neural networks (ANNs) can be exploited in taste-masking optimisation of medicinal formulations as they can model complex relationships between variables and enable predictions not possible previously to optimise product profiles. Machine learning classifiers may therefore tackle the challenge of predicting the bitterness intensity of paediatric formulations. While advancements have been made, further work is needed to identify effective taste-masking techniques for specific drug molecules. Continuous refinement of machine learning algorithms, using human panellist acceptability scores, can aid in enhancing paediatric formulation development and overcoming taste-masking challenges. Full article
(This article belongs to the Special Issue Paediatric Dosage Forms: New Approaches to Old Challenges)
15 pages, 1890 KiB  
Article
A Supervised Learning Regression Method for the Analysis of the Taste Functions of Healthy Controls and Patients with Chemosensory Loss
by Lala Chaimae Naciri, Mariano Mastinu, Melania Melis, Tomer Green, Anne Wolf, Thomas Hummel and Iole Tomassini Barbarossa
Biomedicines 2023, 11(8), 2133; https://doi.org/10.3390/biomedicines11082133 - 28 Jul 2023
Cited by 3 | Viewed by 1371
Abstract
In healthy humans, taste sensitivity varies widely, influencing food selection and nutritional status. Chemosensory loss has been associated with numerous pathological disorders and pharmacological interventions. Reliable psychophysical methods are crucial for analyzing the taste function during routine clinical assessment. However, in the daily [...] Read more.
In healthy humans, taste sensitivity varies widely, influencing food selection and nutritional status. Chemosensory loss has been associated with numerous pathological disorders and pharmacological interventions. Reliable psychophysical methods are crucial for analyzing the taste function during routine clinical assessment. However, in the daily clinical routine, they are often considered too time-consuming. We used a supervised learning (SL) regression method to analyze with high precision the overall taste statuses of healthy controls (HCs) and patients with chemosensory loss, and to characterize the combination of responses that would best predict the overall taste statuses of the subjects in the two groups. The random forest regressor model allowed us to achieve our objective. The analysis of the order of importance of each parameter and their impact on the prediction of the overall taste statuses of the subjects in the two groups showed that salty (low-concentration) and sour (high-concentration) stimuli specifically characterized healthy subjects, while bitter (high-concentration) and astringent (high-concentration) stimuli identified patients with chemosensory loss. Although the present results require confirmation in studies with larger samples, the identification of such distinctions should be of interest to the health system because they may justify the use of specific stimuli during the routine clinical assessments of taste function and thereby reduce time and cost commitments. Full article
(This article belongs to the Section Molecular and Translational Medicine)
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20 pages, 2656 KiB  
Review
Pungency Perception and the Interaction with Basic Taste Sensations: An Overview
by Wei He, Li Liang and Yuyu Zhang
Foods 2023, 12(12), 2317; https://doi.org/10.3390/foods12122317 - 8 Jun 2023
Cited by 19 | Viewed by 8565
Abstract
The perception of pungency can be attributed to the combination of pain and heat, and it has critical impacts on food flavor and food consumption preferences. Many studies have reported a variety of pungent ingredients with different Scoville heat units (SHU), and the [...] Read more.
The perception of pungency can be attributed to the combination of pain and heat, and it has critical impacts on food flavor and food consumption preferences. Many studies have reported a variety of pungent ingredients with different Scoville heat units (SHU), and the mechanism of pungent perception was revealed in vivo and in vitro. The worldwide use of spices containing pungent ingredients has led to an increasing awareness of their effects on basic tastes. However, the interaction between basic tastes and pungency perception based on structure-activity relationship, taste perception mechanism and neurotransmission lacks review and summary, considering its brighter prospects in food flavor. Thus, in this review, common pungency substances and pungency evaluation methods, and the mechanism of pungency perception is presented, and the interaction between basic tastes and pungency perception and the possible factors of their interaction are reviewed in detail. Pungent stimuli are mainly transduced through transient receptor potential vanilloid 1 (TRPV1) and transient receptor potential fixed hormone isoform (TRPA1) activated by stimulants. Using modern detection techniques combined with sensory standards, different substances produce different degrees of pungent stimulation, ranging from 104 to 107 SHU/g. Pungent stimuli can affect taste receptor or channel protein conformation and regulate taste bud cell sensitivity by producing neurotransmission products. The products of neurotransmission and taste receptor cell activation in turn act on taste perception. When there are simultaneous effects of taste perception, pungency stimulation may enhance the perception of salty at a certain concentration, with a mutual inhibition effect with sour, sweet, and bitter taste, while its interaction with umami taste is not obvious. However, due to the complexity of perception and the uncertainty of many perceptual receptors or channels, the current studies of interactions are still controversial. Based on the understanding of the mechanism and influencing factors, the availability of pungency substances is proposed in the perspective of food industry in order to achieve new development. Full article
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