Introduction
Foods are a multisensory experience where vision, smell, taste, texture, sound and the trigeminal response combine to create our perception of the foods and drinks we consume. At the peripheral level, these sensory modalities are anatomically and largely neurologically separate where photoreceptors, mechanoreceptors, chemoreceptors, chemosensitive nociceptors and thermoreceptors relay critical information about the condition of the food before, during and after consumption. These modalities however overlap centrally where cross-modal interactions mould our overall perception of the foods we consume(Reference Spence1–Reference Sinding, Saint-Eve, Thomas-Danguin, Guichard and Salles3). These sensory experiences are generally evaluated positively or negatively by consumers through psychological constructs such as affect/liking, preference and wanting with contextual factors such as environment, commensality and other psychological factors such as emotional processing also influencing the final scoring of these measures(Reference Ruddock, Brunstrom and Vartanian4,Reference Vuilleumier5) . Considering the complexity of reactions to food cues there have been several methodological approaches taken to try and gain insight into why people make the food decisions they do. One approach taken by scientists (including the authors of this paper) is by studying facial reactions using facial electromyography (FEMG) to provide additional insights into emotional and affective responses to food cues beyond normal hedonic self-reporting techniques(Reference Wagner, Grigor and Abdullah6).
Although the overall picture of food experience is complex, familiar and positive flavour and texture experiences are key determinants in shaping consumer food behaviour. And may if unchecked, drive excessive eating, overweight/obesity and the associated risk of chronic disease(Reference Mehta, Serventi and Kumar7). Further, gustation has been proposed as the most dominant modality in shaping our eating behaviour with sweet taste as a key factor in excessive eating(Reference Murovets, Lukina and Zolotarev8,Reference Jensterle, DeVries and Battelino9) . However, gustation is rarely experienced in isolation as flavour characteristics are time dependent, relying on the oral processing behaviour of subjects. The mastication processes will initiate and drive the physical and chemical processes releasing the flavour active compounds which is in part dependent on the structure of the food matrix(Reference Anandharamakrishnan, Moses and Priyanka10).
Therefore, this review will focus on gustation. It will also explore how individual differences in taste perception may affect weight management. In addition, it will briefly investigate the relationship between food structure, texture and sensory perception. Finally, it will review the use and application of FEMG in investigating food behaviour.
Flavour chemoreception
Flavour is a combination of gustatory, olfactory and chemesthesis modalities(Reference Prescott11,Reference Simons, Klein and Carstens12) . Taste is sensed by chemoreceptor cells found in the mouth whilst olfaction is sensed via chemoreceptor neurons found in the nose. The sensory experiences of odour (orthonasal) and aroma (retronasal) are created by small, volatile chemicals which are released in gaseous form from the foods either naturally or through the process of mastication and interact with the olfactory sensory neurons in the olfactory epithelium. In contrast molecules that possess a taste need to be in part soluble in saliva to enable accession to the receptor cells located mostly but not exclusively in taste buds which in turn are in the circumvallate, fungiform and foliate papillae found on the back, front and sides of the dorsal surface of the tongue(Reference Doty13). The receptor types for sweet, bitter, umami and aroma are G protein-coupled receptors (GPCRs), whereas the sour and salty tastes are thought to be mediated by ion channels. This is an important distinction as it explains why we have intense sweeteners, for example, saccharin which is 300–500 times sweeter that sucrose(Reference Dragomir, Grigore and Pogurschi14), but no intense salting or souring agent have yet been discovered. It also part explains why it is generally agreed that common table salt (NaCl) provides the only true salty taste as the Na channels found on the epithelium of taste cells are highly selective for Na ions. Although for the complete picture, we need to understand in more detail the role of the chloride ion in generating this unique salty taste(Reference Kasahara, Narukawa and Saito15).
One of the key taste research breakthroughs was the discovery that GPCRs specific for sweet and umami are heterodimeric proteins made up of the T1R (taste receptor type 1) family where T1R2 and T1R3 combine to form the heterodimer protein complex which mediates sweet taste reception and T1R1 and T1R3 combine to form the heterodimer protein complex which mediates umami (savoury) taste reception(Reference Diepeveen, Moerdijk-Poortvliet and Van der Leij16). It cannot be ignored that the central nervous system plays a key role in sensory regulation. However, polymorphism of the TAS1R gene has been shown to explain mostly the perceptual differences in sweetness between and within species which in turn identifies the importance of peripheral taste mechanisms in the overall perception of the sweet taste modality(Reference Bachmanov, Bosak and Floriano17,Reference Bachmanov, Bosak and Lin18) .
Bitter taste, ‘supertasters’ and the relationship to BMI
In contrast bitter taste is mediated by T2R (taste receptor type 2) receptor proteins and is more complex being recognised by a family of receptor types which are in some types broadly tuned to an array of bitter compounds or in other types specific only to individual bitter compounds(Reference Meyerhof, Batram and Kuhn19). Although there have been extensive genetic investigations identifying about 25 functional bitter taste receptors, the main bulk of this work in terms of understanding individual human taste differences has relied on our understanding of the T2R38 bitter receptor. This receptor is activated by phenylthiocarbamide (PTC) and the less toxic 6-n-propylthiouracil (PROP) which makes PROP the preferred chemical for researching this phenomenon. Individual polymorphic differences can be observed with self-reported supra-threshold testing where very roughly a quarter of the population finding PROP/PTC intensely bitter, a similar proportion being non-tasters with the remainder finding PROP/PTC moderately bitter. Genotype categorisation of individuals is based on the TA2R38 SNP (i.e. tasters PAV/PAV or PAV/AVI and non-tasters AVI/AVI) accounting for 50–85% of the variation in the phenotype(Reference Kim, Jorgenson and Coon20). One area that has been explored is the relationship with supertaster status and BMI. The hypothesis for this relationship being that supertasters may find many foods intensely bitter leading to the rejection of a wide array of food items resulting in lower nutrient and caloric intake. In support of this hypothesis the T2R38 receptor has been reported to be broadly tuned to an array of bitter compounds(Reference Meyerhof, Batram and Kuhn19). However, the results from the first author’s laboratory found no significant relationship with BMI and supertaster status which, at that time, resulted in adding to the growing conflicting literature on the matter(Reference Li21). Notably though, a recent systematic review and meta-analysis judged in favour of our interpretation; finding no clear link between bitter sensitivity and BMI(Reference Shareef, Mulaw and Rathore22). However, the term supertaster has become entrenched in sensory science and has largely detangled itself from its origins of the PROP/PTC experiments(Reference Hayes and Keast23). The term now extends beyond bitterness and encompasses other tastes and odours which subgroups of the general population may have a hypersensitivity towards whilst also encompassing other phenotyping approaches.
Taste plasticity
The relationship between dietary exposure of foods rich in fat, salt and sugar and changes in taste perception has recently attracted increasing levels of research interest. Research suggests that taste sensitivity tends to be reduced in those with overweight/obesity(Reference Vignini, Borroni and Sabbatinelli24–Reference Khalighi, Mortazavi and Anbari27). For example, one relatively recent study found a reduced sensitivity in all tastes (salty, sour, sweet and bitter), apart from fat (rapeseed oil) with increasing BMI(Reference Vignini, Borroni and Sabbatinelli24). Similarly, another recent study found that sensitivity to all four basic tastes (sweet, sour, salty and bitter) were reduced in those with obesity(Reference Micarelli, Malacrida and Vezzoli25). A systematic review including 26 studies on weight change and taste function, found taste sensitivity in all basic tastes (especially sweet and salty) to be reduced in those with overweight and obesity(Reference Fathi, Javid and Mansoori26). Interestingly, this was more pronounced in men. Longitudinal studies in this analysis showed that sweet and fat preference increased with weight gain in adults(Reference Fathi, Javid and Mansoori26). Thus, suggesting a correlation between increased food consumption, namely foods rich in fat, salt and sugar, overweight/obesity and reduced taste sensitivity overtime. This relationship may then perpetuate a destructive cycle of need/desire for increased concentrations of sweet, fat and salty foods to appease desensitisation, while inducing weight gain.
However, some studies find no differences between individuals who were lean and overweight/obese and taste sensitivity(Reference Khalighi, Mortazavi and Anbari27), and some studies even suggest that overweight/obesity increases taste sensitivity(Reference Hardikar, Höchenberger and Villringer28). Many factors may help to explain these mixed results; namely variation in taste measurements (detection, recognition thresholds, pleasantness/liking), biological factors (age, sex, genetics)(Reference Barragán, Coltell and Portolés29) and possibly varying levels of visceral fat/subcutaneous fat. One study researching 179 women (underweight – morbid obesity) observed that visceral fat was the strongest predictor of both smell and taste function, more so than BMI or total fat mass. Higher visceral fat was linked to a reduced sensitivity to tastes, even after accounting for other factors. The authors recognised that this interesting observation may be indicative that metabolic dysfunction plays some type of role in these changes in taste perception with the search for the signals originating from the visceral adipose tissue as a possible area of further research(Reference Fernandez-Garcia, Alcaide and Santiago-Fernandez30). Therefore, further work utilising similar methodologies to assess taste and fat mass are needed to fully explore this observation.
In conclusion a strong link between taste sensitivity and BMI appears inconclusive. Although, an association may become more apparent in more extreme cases such as participants with obesity and or older participants with metabolic syndrome where basic taste tests show lower sensitivity or perception particularly for sweet and salty tastants. Further there is some inconsistent evidence that significant weight loss may improve sweet taste sensitivity(Reference Fathi, Javid and Mansoori26). Taste changes have also been reported after bariatric surgery. In this extreme case, where patients with morbid obesity undergo surgical procedures, that is, the laparoscopic sleeve gastrectomy (LSG) or the Roux-en-Y gastric bypass (RYGB), there is growing evidence that the procedure will change taste perception. Although how taste perception will change is not entirely clear. This may in part be due to the approach taken where studies are split between participants self-reporting their gustatory experiences after surgery and those where psychophysical methodology is applied with the taste stimuli given to participants at a known concentration(s)(Reference Ahmed, Penney and Darzi31). One systematic review of twelve studies encompassing 899 patients where 726 patients’ data was collected by questionnaire and a further 173 patients by stimuli solutions reported that the type of surgical procedure may influence the type of taste changes seen. In this review the authors reported that LSG shows an increase in sensitivity to all four taste domains whilst RYGB showed a decreased sensitivity to sweetness but increased sensitivity to salty taste. Although still 152 patients out of 411 sweetness intensity increased after RYGB surgery(Reference Shoar, Naderan and Shoar32). Another systematic review virtually carried out at the same time concluded that RYGB surgery increased sensitivity to sweet taste(Reference Ahmed, Penney and Darzi31). Currently it is safe to conclude that after bariatric surgery sweet taste intensity of patients is sometimes increased finding sweet foods after surgery as ‘overly intense’ or unpleasant which may in some cases be long lasting not just temporary(Reference Ahmed, Penney and Darzi31–Reference Park33). The proposed mechanisms behind this taste plasticity are still unresolved although studies suggest that more disruption of the digestive system leads to more persistent and greater changes in taste(Reference Park33) leading to proposed mechanisms focussing on the physiology of hunger, satiation and satiety. Mechanisms proposed therefore include changes in gut hormones in particular PYY, GLP-1 and ghrelin where these hormones may mediate peripheral taste receptor events and/or central processing. Other possible mechanisms proposed also include vagus nerve stimulation and improved metabolic signalling(Reference Beckman, Beckman and Earthman34,Reference Martin, Dotson and Shin35) . The role of GLP-1 in modulating peripheral taste events has been proposed to involve the localised release of GLP-1 by taste receptor cells which then activates the GLP-1 receptor on the closely aligned gustatory nerve fibres. More sweet ligands binding into sweet taste receptors generate more released GLP-1(Reference Takai, Yasumatsu and Inoue36,Reference Jensterle, Ferjan and Battelino37) . Research carried out with GLP-1 agonists and its effects on taste perception seems to support this mechanism where recent research indicates that the GLP-1 receptor agonists such as semaglutide can improve overall taste sensitivity including sweet taste(Reference Sever, Kovac and Vovk38).
Acute changes in taste perception
A relatively early study has demonstrated that diurnal sweet taste sensitivity decreases in normal weight subjects in parallel with increasing leptin, postprandial insulin and glucose levels(Reference Nakamura, Sanematsu and Ohta39). However, this interesting diurnal variation in sweet taste was not seen in subjects who had a BMI of 25 (kg/m2) and greater which was hypothesised as being indicative of insulin resistance blunting the modulating effect of leptin on peripheral or central taste effects(Reference Sanematsu, Nakamura and Nomura40).
Acute interventions such as exercise have also been shown to change taste perception. One study (co-authored by the present first author) demonstrated that intensive exercise lasting over 60 min created noticeable reductions in salty taste, increases in sweet taste intensity perception and overall increases in liking of sports drinks with varying concentrations of electrolytes and carbohydrates(Reference Ali, Duizer and Foster41). The observation that acute exercise can change taste perception and preference has been commonly reported in the literature(Reference Gauthier, Guimaraes and Namiranian42–Reference Narukawa, Nojiri and Matsuda44). Although only preference to salty taste reliably increases after acute exercise(Reference Gauthier, Guimaraes and Namiranian42). One possible explanation for this can be understood through the physiological usefulness theory, where to ensure homeostasis after Na loss through sweating, the appetite for salt increases as the requirement for that compound also increases(Reference Appleton45). Salt seeking behaviour is mediated by hormones such as aldosterone and angiotensin II. Angiotensin II type 1 receptors have been shown in animal experiments to be expressed in taste-bud cells where angiotensin II has been shown to act directly on peripheral taste cells to reduce salty taste and increase sweet taste sensitivity(Reference Shigemura46). There is some evidence that chronic exercise is associated with improved taste function(Reference Gauthier, Dupont and Mathieu47,Reference Vidanage, Prathapan and Hettiarachchi48) . Although it is not clear the specific role that regular exercise plays in taste function beyond its association with body composition and lifestyle. These acute intervention studies as discussed in this section therefore provide some important evidence that exercise does induce measurable taste changes independent of other longer-term adaptions.
Fat as a taste
Over the decades sensory scientists have been considering the possibility of additional tastes beyond the four basic tastes of sweet sour salty and bitter. It has only recently been universally accepted by sensory scientists that umami is a fifth taste with the discovery of the T1R receptor(Reference Kikut-Ligaj and Trzcielińska-Lorych49). More controversially, yet particularly relevant to the study of obesity, are investigations into a sixth basic taste, fat. The traditional view is that the sensory experiences of fats are described by subjects using mainly textural attributes relating to viscosity, thickness, mouthfeel, oiliness and olfactory attributes such as fatty smell. However more recently there is mounting evidence that fatty acids specifically linoleic and oleic acid may impart a specific gustatory response with relatively low detection threshold levels for linoleic acid and oleic acid being reported(Reference Chalé-Rush, Burgess and Mattes50). Based on animal experiments putative mechanisms have been proposed such as a delayed-rectifying potassium channel sensitive to PUFA(Reference Fukuwatari, Shibata and Iguchi51), the CD36 fatty acid transporter(Reference Laugerette, Passilly-Degrace and Patris52) and the GPCR GPR 40 and GPR 120(Reference Cartoni, Yasumatsu and Ohkuri53). In contrast the human gustatory response to fatty acids is still a matter of debate although evidence exists that the CD36 fatty acid transporter and GPR120 may be functional in humans and are currently prime contenders for this proposed sixth taste(Reference Pepino, Love-Gregory and Klein54–Reference Iwasaki, Kitajima, Kuroda and Kuroda56). Even if the human gustatory response is tuned to fatty acids most fats are in the TAG form. To complete the theory, it has been proposed that lingual lipase aids in the breakdown of TAG into fatty acids(Reference Voigt, Stein and Galindo57). It is still debated if the lingual lipase plays a significant role in creating enough of the free form fatty acids to activate receptors although increased mastication is likely to aid in the conversion of TAG to the free fatty acid form(Reference Kulkarni and Mattes58). So why the interest from a nutritional perspective? Previous studies have identified subjects that are hypersensitive and hyposensitive to long-chain fatty acids. Research has shown that participants who were hypersensitive to oleic acid taste (i.e. able to detect fatty acids at a level about 1.4 mM) consumed less energy, fat and carbohydrate and were more perceptive of small differences in fat content in foods. They also had measurable lower BMIs(Reference Stewart, Feinle-Bisset and Golding59). Further, participants who were hyposensitivity with lower CD 36 expression were likely to be participants with obesity(Reference Pepino, Love-Gregory and Klein54). One plausible reason why fatty acid taste has not been identified earlier in sensory psychophysical experiments is that the other sensory characteristics of fatty acids need to be carefully masked. That is, the odour, viscosity and mouthfeel that are imparted by fatty acids will be invariably used by subjects to identify the fatty acid in an aqueous solution when applying a forced choice psychometric procedure. This can lead to a high level of false positives – even possibly concluding that a fatty acid taste exists when none does. This is likely to occur if these other sensory cues are not carefully controlled by adding mineral oil, thickeners (e.g. gum acacia), antioxidants (EDTA), appropriate homogenisation (to emulsify) and the wearing of nose clips (to remove odour and aroma cues) for all solutions tasted including the target solution and the control samples. However, a study conducted by the first author’s research group showed that 27 male participants out of 40 subjects (BMI range of 19–32 Kg/m2) were able to detect linoleic acid below 29.28 mM. Although, no relationship to BMI and fat taste status was able to be determined(Reference Grigor, Yoo and Li60). Recent research seems to indicate that fat chemosensory dysfunction may occur with individuals with obesity only and so we may have missed this critical relationship with our study by only having one subject fitting this category(Reference Jaime-Lara, Brooks and Vizioli55).
Modifying foods to increase satiety
From a nutritional perspective, studying the oral processing of solid and semi solid foods are important from the perspective of investigating the role of chewing and bite size in affecting satiety. These studies may employ instrumental techniques such as articulography for measurements of jaw trajectories(Reference Marinelli, Venegas and Alarcón61), and/or electromyography for studying the activity of the masseter and temporalis muscles during mastication(Reference Rustagi, Sodhi and Dhillon62,Reference Peyron, Rosenthal and Chen63) . Subjects report their sensory experience in real time using sensory dynamic techniques such as Temporal Dominance of Sensation (TDS) and/or Time Intensity (TI)(Reference Foster, Grigor and Cheong64).
The oral processing of foods can be divided into three phases: the preparatory, reduction and pre swallow phases. These phases follow the food being fractured (in the case of hard foods) with food particles being reduced in size by mastication assisted by the release of saliva to lubricate these mastication processes, followed by the formation of a soft swallowable bolus(Reference Anandharamakrishnan, Moses and Priyanka10,Reference Foster, Grigor and Cheong64) .The act of mastication/chewing is a complex process influencing not only perceived sensory changes during the eating process but also digestive processes leading to the possibility of influencing glucose absorption and the satiety signalling cascade (i.e. GLP-1, CCK, GIP and Insulin release) where increased chewing may suppress hunger(Reference Miquel-Kergoat, Azais-Braesco and Burton-Freeman65) through increasing the bio-accessibility of nutrients(Reference Zhu, Hsu and Hollis66). Although how much chewing influences satiety in comparison to other eating variables (e.g. meal size, plate dimensions, social setting etc) is hard to measure. Taking all things into consideration, it is fair to say that chewing/mastication indirectly affects the Satiety Index of a food(Reference Holt, Brand Miller and Petocz67,Reference Fillon, Beaulieu and Mathieu68) and warrants more detailed investigations into how structural adaptions to foods can increase chewing effort and time. That is, the structure of food can be modified to increase chewing time by increasing the hardness, elasticity and cohesiveness of the food matrix by adding layers, embedding particles, creating multiple fracture pathways, reducing lubrication and increasing friction between food particles(Reference Bolhuis and Forde69,Reference van Eck and Stieger70) . However, dynamic sensory experiences of the food being broken down also controls masticatory behaviour and so an interplay between the food structure and sensory experience determines overall eating trajectory(Reference Foster, Grigor and Cheong64). That is in part oral processing behaviour is determined by pleasantness and enjoyment of the eating process. For example, there is evidence that if we do not like a food, we will consume the product more slowly through cautious eating behaviour(Reference Chen, Fogel and Bi71). More specifically if the food is matched in terms of its textural characteristics, it is likely that the taste/palatability will become the dominant factor determining eating rate(Reference Bellisle72).
Facial electromyography studies
To measure these changes in affect, FEMG can be extended beyond the masseters (which measures chewing activity) to also measure corrugator (the muscle involved in frowning) activity which is associated with negative affect/disliking and the zygomaticus (the muscle involved in smiling) activity which is associated with positive affect/liking. The experimental set up now can measure not only the dynamic self-reported sensory responses of the participant but also objective parallel electromyographic measures of masseter activity and real time dynamic affect during the eating process. FEMG is a relatively new approach with most work being conducted in the last 10–15 year primarily focussed on sensory science rather than nutrition(Reference Sato, Ishihara and Ikegami73). In addition, the methodology is far from being fully developed for it to be described as a ‘standardised technique’. However, FEMG has potential to understand the innate reactions to food without relying on self-reporting techniques – a common limitation in nutrition research(Reference Blechert, Liedlgruber and Lender74). Food intake is often under or over reported (depending on study aim) by individuals due to a myriad of complex factors associated with food consumption. For example, one study investigated the use of FEMG on the masseter muscle to understand self-reporting accuracy. The authors found that eating could be detected with accuracy (>90% sensitivity) compared to trained self-reporting measures(Reference Blechert, Liedlgruber and Lender74). Additionally, another study found that when consuming gel-type food, subjective hedonic experiences (liking/disgust) and FEMG signals were dynamically coupled (i.e. liking ratings and facial response were correlated)(Reference Sato, Ishihara and Ikegami73). Thus, suggesting that hedonic experiences during food consumption can be measured through FEMG. However, one of the concerns of this technique is how useful this methodology is beyond water-based solutions or gels due to the interference of the masseter muscle from greater chewing activity(Reference Sato, Ikegami and Ishihara75). In part to answer this question one study (co-authored by the present first author) investigated the same hypothesis with chocolate, where FEMG successfully detected dynamic hedonic processes. In this experiment subjects rated the less bitter sample (36% cocoa solids) higher in liking than the more bitter (85% cocoa solids) sample and subsequently took longer on average to consume with increased corrugator activity(Reference Wagner, Wilkin and Szymkowiak76).
Conclusion
Taste is the major sensory modality in influencing eating behaviour of foods. Research over the last few decades provides evidence that our taste perception varies between individuals and within individual where, genetic variability (e.g. TAS2R38), changes in body weight, surgical procedures, exercise, some medications (e.g. GLP-1 agonists) and time of day all possibly creating various levels of changes in taste perception. There is also mounting evidence that these changes in taste perception are part of the hunger satiation and satiety signalling cascade regulating homeostatic eating behaviour. How much this influences weight changes is unclear and may be disrupted in this modern obesogenic environment by appetite dominating more natural hunger homeostatic signalling. In addition, gustation may also moderate the oral processing of foods which may influence the satiety properties of the foods. FEMG is an important method to measure positive and negative valence towards foods. This method can offer important insights into the hedonic value of foods, especially when coupled with other methods, and be of use in nutritional and sensory research.
Acknowledgements
We would like to thank Abertay University for supporting this research.
Author contributions
J.G. prepared and gave the presentation. J.G. and M.G. drafted and edited the manuscript.
Financial support
This research has received no specific grant from any funding agency, commercial or not-for-profit sectors.
Competing interests
The authors declare none.