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Published in: The journal of nutrition, health & aging 10/2016

01-12-2016

Multidimensional evaluation of endogenous and health factors affecting food preferences, taste and smell perception

Authors: D. Guido, Simone Perna, M. Carrai, R. Barale, M. Grassi, M. Rondanelli

Published in: The journal of nutrition, health & aging | Issue 10/2016

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Abstract

Objective

This study, by taking a holistic approach, investigates the relationships between taste, smell sensitivity and food preference with prognostic (endogenous and health) factors including age, gender, genetic taste markers, body mass, cigarette smoking, and number of drugs used.

Design

Cross sectional study.

Setting

Northern Italy.

Participants

203 healthy subjects (160 women/43 men; mean age: 58.2±19.8 years) were examined.

Measurements

Individual taste sensitivity was determined by saccharose, sodium chloride, acetic acid and caffeine solutions and by 6-n-propylthiouracil (PROP) responsiveness test. Olfactory sensitivity has been assessed by «Sniffin’ Sticks». Four tag Single nucleotide polymorphisms (SNPs) in regions of interest were genotyped. Factor analysis and multivariate regression were performed for scaling food preferences and screening prognostic factors, respectively.

Results

Increasing age is associated with decreased responsiveness to NaCl (P=0.001), sweet solutions (P=0.044), and smell perception (P<0.001). Concerning the food preferences, elderly like the “vegetables” and “fruits” but dislike “spicy” more than younger. Regarding number of drugs taken, there is a significant negative effect on smell perception (P<0.001). In addition, drugs reduce both the “vegetables foods” score (P=0.002) and the “milk-product foods” score (P=0.027). With respect to Body Mass Index (BMI), only a significant effect was shown, on sweet perception (P=0.006). Variation in taste receptor genes can give rise to differential perception of sweet, acid and bitter tastes. No effect of gender and smoking was observed.

Conclusions

Our study suggested that age, genetic markers, BMI and drugs use are the factors which affect taste and smell perception and food preferences.
Literature
1.
go back to reference Buck L, Axel R. A novel multigene family may encode odorant receptors: a molecular basis for odor recognition. Cell 1991;65:175–187.CrossRefPubMed Buck L, Axel R. A novel multigene family may encode odorant receptors: a molecular basis for odor recognition. Cell 1991;65:175–187.CrossRefPubMed
2.
go back to reference Adler E, Hoon MA, Mueller KL, Chandrashekar J, Ryba NJ, Zuker CS. A novel family of mammalian taste receptors. Cell 2000;100:693–702.CrossRefPubMed Adler E, Hoon MA, Mueller KL, Chandrashekar J, Ryba NJ, Zuker CS. A novel family of mammalian taste receptors. Cell 2000;100:693–702.CrossRefPubMed
3.
go back to reference Bachmanov AA, Li X, Reed DR, Ohmen JD, Li S, Chen Z, Tordoff MG, de Jong PJ, Wu C, West DB, Chatterjee A, Ross DA, Beauchamp GK. Positional cloning of the mouse saccharin preference (Sac) locus. Chem Senses 2001;26:925–933.CrossRefPubMedPubMedCentral Bachmanov AA, Li X, Reed DR, Ohmen JD, Li S, Chen Z, Tordoff MG, de Jong PJ, Wu C, West DB, Chatterjee A, Ross DA, Beauchamp GK. Positional cloning of the mouse saccharin preference (Sac) locus. Chem Senses 2001;26:925–933.CrossRefPubMedPubMedCentral
4.
go back to reference Kitagawa M, Kusakabe Y, Miura H, Ninomiya Y, Hino A. Molecular genetic identification of a candidate receptor gene for sweet taste. Biochem Biophys Res Commun 2001;283:236–242.CrossRefPubMed Kitagawa M, Kusakabe Y, Miura H, Ninomiya Y, Hino A. Molecular genetic identification of a candidate receptor gene for sweet taste. Biochem Biophys Res Commun 2001;283:236–242.CrossRefPubMed
6.
go back to reference Matsunami H, Montmayeur JP, Buck LB. A family of candidate taste receptors in human and mouse. Nature 2000;404:601–604.CrossRefPubMed Matsunami H, Montmayeur JP, Buck LB. A family of candidate taste receptors in human and mouse. Nature 2000;404:601–604.CrossRefPubMed
7.
go back to reference Montmayeur JP, le Coutre J. Fat Detection: Taste, Texture, and Post Ingestive Effects. Boca Raton (FL), CRC Press, 2010. Montmayeur JP, le Coutre J. Fat Detection: Taste, Texture, and Post Ingestive Effects. Boca Raton (FL), CRC Press, 2010.
8.
go back to reference Nelson G, Hoon MA, Chandrashekar J, Zhang Y, Ryba NJ, Zuker CS. Mammalian sweet taste receptors. Cell 2001;106:381–390.CrossRefPubMed Nelson G, Hoon MA, Chandrashekar J, Zhang Y, Ryba NJ, Zuker CS. Mammalian sweet taste receptors. Cell 2001;106:381–390.CrossRefPubMed
9.
go back to reference Sainz E, Korley JN, Battey JF, Sullivan SL. Identification of a novel member of the T1R family of putative taste receptors. J Neurochem 2001;77:896–903.CrossRefPubMed Sainz E, Korley JN, Battey JF, Sullivan SL. Identification of a novel member of the T1R family of putative taste receptors. J Neurochem 2001;77:896–903.CrossRefPubMed
10.
go back to reference Toussaint N, de Roon M, van Campen JP, Kremer S, Boesveldt S. Loss of Olfactory Function and Nutritional Status in Vital Older Adults and Geriatric Patients. Chem Senses 2015;40:197–203.CrossRefPubMed Toussaint N, de Roon M, van Campen JP, Kremer S, Boesveldt S. Loss of Olfactory Function and Nutritional Status in Vital Older Adults and Geriatric Patients. Chem Senses 2015;40:197–203.CrossRefPubMed
11.
go back to reference Kremer S, Holthuysen N, Boesveldt S. The influence of olfactory impairment in vital, independently living older persons on their eating behaviour and food liking. Food Qual Prefer 2014;38:30–39.CrossRef Kremer S, Holthuysen N, Boesveldt S. The influence of olfactory impairment in vital, independently living older persons on their eating behaviour and food liking. Food Qual Prefer 2014;38:30–39.CrossRef
12.
13.
go back to reference Morley JE. Anorexia and weight loss in older persons. J Gerontol A Bio Sci Med Sci 2003;58:131–137.CrossRef Morley JE. Anorexia and weight loss in older persons. J Gerontol A Bio Sci Med Sci 2003;58:131–137.CrossRef
14.
go back to reference Donini LM, Dominguez LJ, Barbagallo M, Cucinotta D, Fiorito A, Inelmen EM, Sergi G, Enzi G, Cannella C. Senile anorexia in different geriatric settings in Italy. JNHA 2011;15:775–781. Donini LM, Dominguez LJ, Barbagallo M, Cucinotta D, Fiorito A, Inelmen EM, Sergi G, Enzi G, Cannella C. Senile anorexia in different geriatric settings in Italy. JNHA 2011;15:775–781.
15.
go back to reference Bertoli S, Laureati M, Battezzati A, Bergamaschi V, Cereda E, Spadafranca A, Vignati L, Pagliarini E. Taste sensitivity, nutritional status and metabolic syndrome: Implication in weight loss dietary interventions. World J Diabetes 2014;5:717–723.CrossRefPubMedPubMedCentral Bertoli S, Laureati M, Battezzati A, Bergamaschi V, Cereda E, Spadafranca A, Vignati L, Pagliarini E. Taste sensitivity, nutritional status and metabolic syndrome: Implication in weight loss dietary interventions. World J Diabetes 2014;5:717–723.CrossRefPubMedPubMedCentral
16.
go back to reference Iwamoto T, Hanyu H, Umahara T. Age-related changes of sensory system. Nihon Rinsho 2013;71:1720–1725.PubMed Iwamoto T, Hanyu H, Umahara T. Age-related changes of sensory system. Nihon Rinsho 2013;71:1720–1725.PubMed
17.
go back to reference Solemdal K, Sandvik L, Willumsen T, Mowe M. Taste ability in hospitalized older people compared with healthy, age-matched controls. Gerodontology 2014;31:42–48.CrossRefPubMed Solemdal K, Sandvik L, Willumsen T, Mowe M. Taste ability in hospitalized older people compared with healthy, age-matched controls. Gerodontology 2014;31:42–48.CrossRefPubMed
18.
go back to reference Spitzer ME. Taste acuity in institutionalized and non-institutionalized elderly men. J Gerontol 1988;43:71–74.CrossRef Spitzer ME. Taste acuity in institutionalized and non-institutionalized elderly men. J Gerontol 1988;43:71–74.CrossRef
19.
go back to reference Yamauchi Y, Endo S, Yoshimura I. Whole mouth gustatory test (Part 2)-Effect of aging, gender and smoking on the taste threshold. Nihon Jibiinkoka Gakkai Kaiho 1995;98:1125–1134.CrossRefPubMed Yamauchi Y, Endo S, Yoshimura I. Whole mouth gustatory test (Part 2)-Effect of aging, gender and smoking on the taste threshold. Nihon Jibiinkoka Gakkai Kaiho 1995;98:1125–1134.CrossRefPubMed
20.
go back to reference Sulmont-Rossé C, Maître I, Amand M, Symoneaux R, Van Wymelbeke V, Caumon E, Tavarès J, Issanchou S. Evidence for Different Patterns of Chemosensory Alterations in the Elderly Population: Impact of Age Versus Dependency. Chem Senses 2015;40:153–164.CrossRefPubMed Sulmont-Rossé C, Maître I, Amand M, Symoneaux R, Van Wymelbeke V, Caumon E, Tavarès J, Issanchou S. Evidence for Different Patterns of Chemosensory Alterations in the Elderly Population: Impact of Age Versus Dependency. Chem Senses 2015;40:153–164.CrossRefPubMed
21.
go back to reference Fikentscher R, Roseburg B, Spinar H, Bruchmüller W. Loss of taste in the elderly: sex differences. Clin Otolaryngol Allied Sci 1977;2:183–189.CrossRefPubMed Fikentscher R, Roseburg B, Spinar H, Bruchmüller W. Loss of taste in the elderly: sex differences. Clin Otolaryngol Allied Sci 1977;2:183–189.CrossRefPubMed
22.
go back to reference Hummel T, Erras A, Kobal G. A test for the screening of taste function. Rhinology 1997a;35:146–148.PubMed Hummel T, Erras A, Kobal G. A test for the screening of taste function. Rhinology 1997a;35:146–148.PubMed
23.
go back to reference Hyde RJ, Feller RP, Sharon IM. Tongue brushing, dentifrice, and age effects on taste and smell. Journal Dent Res 1981;60:1730–1734.CrossRef Hyde RJ, Feller RP, Sharon IM. Tongue brushing, dentifrice, and age effects on taste and smell. Journal Dent Res 1981;60:1730–1734.CrossRef
24.
go back to reference Schiffman SS, Suggs MS, Simon SA. Astringent compounds suppress taste responses in gerbil. Brain Res 1992;595:1–11.CrossRefPubMed Schiffman SS, Suggs MS, Simon SA. Astringent compounds suppress taste responses in gerbil. Brain Res 1992;595:1–11.CrossRefPubMed
25.
go back to reference Suliburska J, Duda G, Pupek-Musialik D. Effect of tobacco smoking on taste sensitivity in adults. Przeg Lek 2004;61:1174–1176. Suliburska J, Duda G, Pupek-Musialik D. Effect of tobacco smoking on taste sensitivity in adults. Przeg Lek 2004;61:1174–1176.
26.
go back to reference Konstantinidis I, Chatziavramidis A, Printza A, Metaxas S, Constantinidis J. Effects of smoking on taste: assessment with contact endoscopy and taste strips. Laryngoscope 2010;120:1958–1963.CrossRefPubMed Konstantinidis I, Chatziavramidis A, Printza A, Metaxas S, Constantinidis J. Effects of smoking on taste: assessment with contact endoscopy and taste strips. Laryngoscope 2010;120:1958–1963.CrossRefPubMed
28.
go back to reference Kim UK, Drayna D. Genetics of Individual differences in bitter taste perception: lessons from the PTC gene. Clin Gen 2005;67:275–280.CrossRef Kim UK, Drayna D. Genetics of Individual differences in bitter taste perception: lessons from the PTC gene. Clin Gen 2005;67:275–280.CrossRef
29.
go back to reference Sugino Y, Umemoto A, Mizutani S. Insensitivity to the bitter taste of chloramphenicol: an autosomal recessive trait. Genes Genet Syst 2002;77:59–62.CrossRefPubMed Sugino Y, Umemoto A, Mizutani S. Insensitivity to the bitter taste of chloramphenicol: an autosomal recessive trait. Genes Genet Syst 2002;77:59–62.CrossRefPubMed
30.
go back to reference Wise PM, Hansen JL, Reed DR, Breslin PA. Twin study of the heritability of recognition thresholds for sour and salty taste. Chem Senses 2007;32:749–754.CrossRefPubMedPubMedCentral Wise PM, Hansen JL, Reed DR, Breslin PA. Twin study of the heritability of recognition thresholds for sour and salty taste. Chem Senses 2007;32:749–754.CrossRefPubMedPubMedCentral
32.
go back to reference Shigemura N, Shirosaki S, Sanematsu K, Yoshida R, Ninomiya Y. Genetic and molecular basis of individual differences in human umami taste perception. PLoS ONE 2009;4:e6717.CrossRefPubMedPubMedCentral Shigemura N, Shirosaki S, Sanematsu K, Yoshida R, Ninomiya Y. Genetic and molecular basis of individual differences in human umami taste perception. PLoS ONE 2009;4:e6717.CrossRefPubMedPubMedCentral
33.
go back to reference Bufe B, Breslin PAS, Kuhn C, Reed DR, Tharp CD, Slack JP, Kim UK, Drayna D, Meyerhof W. The molecular basis of individual differences in phenylthiocarbamide and proylthiouracil bitterness perception. Curr Biol 2005;15:322–327.CrossRefPubMedPubMedCentral Bufe B, Breslin PAS, Kuhn C, Reed DR, Tharp CD, Slack JP, Kim UK, Drayna D, Meyerhof W. The molecular basis of individual differences in phenylthiocarbamide and proylthiouracil bitterness perception. Curr Biol 2005;15:322–327.CrossRefPubMedPubMedCentral
34.
35.
go back to reference Glanz K, Basi M, Maibach E, Goldberg J, Snyder D. Why Americans eat what they do. Taste, nutrition, cost, convenience, and weight control as influences on food consumption. JAMDA 1998;98:1118–1126. Glanz K, Basi M, Maibach E, Goldberg J, Snyder D. Why Americans eat what they do. Taste, nutrition, cost, convenience, and weight control as influences on food consumption. JAMDA 1998;98:1118–1126.
36.
go back to reference De Mendonça SN, Brandão HC, Brandão WA, Quintino CA, De Francisco A, Teixeira E. Food preferences of middle aged and elderly subjects in a Brazilian city. J Nutr Health Aging 2013;17:130–135.CrossRefPubMed De Mendonça SN, Brandão HC, Brandão WA, Quintino CA, De Francisco A, Teixeira E. Food preferences of middle aged and elderly subjects in a Brazilian city. J Nutr Health Aging 2013;17:130–135.CrossRefPubMed
38.
go back to reference Ligthart GJ, Corberand JX, Fournier C, Galanaud P, Hijmans W, Kennes B, Müller-Hermelink HK, Steinmann GG. Admission criteria for immunogerontological studies in man: the SENIEUR protocol. Mech Ageing Dev 1984;28:47–55.CrossRefPubMed Ligthart GJ, Corberand JX, Fournier C, Galanaud P, Hijmans W, Kennes B, Müller-Hermelink HK, Steinmann GG. Admission criteria for immunogerontological studies in man: the SENIEUR protocol. Mech Ageing Dev 1984;28:47–55.CrossRefPubMed
39.
go back to reference Hummel T, Sekinger B, Wolf SR, Pauli E, Kobal G. ‘Sniffin’ sticks: olfactory performance assessed by the combined testing of odor identification, odor discrimination and olfactory threshold. Chem Senses 1997b;22:39–52.CrossRefPubMed Hummel T, Sekinger B, Wolf SR, Pauli E, Kobal G. ‘Sniffin’ sticks: olfactory performance assessed by the combined testing of odor identification, odor discrimination and olfactory threshold. Chem Senses 1997b;22:39–52.CrossRefPubMed
40.
go back to reference Catanzaro D, Chesbro EC, Velkey AJ. Relationship between food preferences and PROP taster status of college students. Appetite 2013;68:124–131.CrossRefPubMed Catanzaro D, Chesbro EC, Velkey AJ. Relationship between food preferences and PROP taster status of college students. Appetite 2013;68:124–131.CrossRefPubMed
41.
43.
go back to reference Meyerhof W, Batram C, Kuhn C, Brockhoff A, Chudoba E, Bufe B, Appendino G, Behrens M. The molecular receptive ranges of human TAS2R bitter taste receptors. Chem Senses 2010;35:157–170.CrossRefPubMed Meyerhof W, Batram C, Kuhn C, Brockhoff A, Chudoba E, Bufe B, Appendino G, Behrens M. The molecular receptive ranges of human TAS2R bitter taste receptors. Chem Senses 2010;35:157–170.CrossRefPubMed
44.
go back to reference Shirazi-Beechey SP, Daly K, Al-Rammahi M, Moran AW, Bravo D. Role of nutrientsensing taste 1 receptor (T1R) family members in gastrointestinal chemosensing. Br J Nutr 2014;111:S8–S15.CrossRefPubMed Shirazi-Beechey SP, Daly K, Al-Rammahi M, Moran AW, Bravo D. Role of nutrientsensing taste 1 receptor (T1R) family members in gastrointestinal chemosensing. Br J Nutr 2014;111:S8–S15.CrossRefPubMed
45.
go back to reference Patrikainen M, Pan P, Kulesskaya N, Voikar V, Parkkila S. The role of carbonic anhydrase VI in bitter taste perception: evidence from the Car6-/-mouse model. J Biomed Sci 2014;21:82.CrossRefPubMedPubMedCentral Patrikainen M, Pan P, Kulesskaya N, Voikar V, Parkkila S. The role of carbonic anhydrase VI in bitter taste perception: evidence from the Car6-/-mouse model. J Biomed Sci 2014;21:82.CrossRefPubMedPubMedCentral
46.
go back to reference Revelle W. psych: Procedures for Personality and Psychological Research, Northwestern University, Evanston, Illinois, USA, 2013;http://CRAN.R-project.org/package=psych Version = 1.3.10. Revelle W. psych: Procedures for Personality and Psychological Research, Northwestern University, Evanston, Illinois, USA, 2013;http://​CRAN.​R-project.​org/​package=​psych Version = 1.3.10.
47.
go back to reference Horn JL. A rationale and a test for the number of factors in factor analysis. Psychometrika 1965;30:179–185.CrossRefPubMed Horn JL. A rationale and a test for the number of factors in factor analysis. Psychometrika 1965;30:179–185.CrossRefPubMed
48.
go back to reference Velicer W. Determining the number of components from the matrix of partial correlations. Psychometrika 1976;41:321–327.CrossRef Velicer W. Determining the number of components from the matrix of partial correlations. Psychometrika 1976;41:321–327.CrossRef
49.
go back to reference Johnson RA, Wichern DW. Applied multivariate statistical analysis. (5th ed.). Prentice Hall, Upper Saddler River, 2002. Johnson RA, Wichern DW. Applied multivariate statistical analysis. (5th ed.). Prentice Hall, Upper Saddler River, 2002.
50.
go back to reference Comrey A, Lee HB (1992) A first course in factor analysis. (2nd ed.). Lawrence Erlbaum Associates, Hillsdale, 1992. Comrey A, Lee HB (1992) A first course in factor analysis. (2nd ed.). Lawrence Erlbaum Associates, Hillsdale, 1992.
51.
go back to reference Fornell C, Larcker DF. Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. J Market Res 1981;18:39–50.CrossRef Fornell C, Larcker DF. Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. J Market Res 1981;18:39–50.CrossRef
52.
go back to reference McDonald RP. Test theory: A unified treatment. Mahwah, NJ, Erlbaum. McDonald RP. Test theory: A unified treatment. Mahwah, NJ, Erlbaum.
53.
go back to reference Rosseel Y. lavaan: An R Package for Structural Equation Modeling. J Stat Softw 2012;48:1–36.CrossRef Rosseel Y. lavaan: An R Package for Structural Equation Modeling. J Stat Softw 2012;48:1–36.CrossRef
54.
go back to reference Charlson ME Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis 1987;40:373–83.CrossRefPubMed Charlson ME Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis 1987;40:373–83.CrossRefPubMed
55.
go back to reference Rolls BJ. Do chemosensory changes influence food intake in the elderly? Physiol Behav 1999; 66:193–197.CrossRefPubMed Rolls BJ. Do chemosensory changes influence food intake in the elderly? Physiol Behav 1999; 66:193–197.CrossRefPubMed
56.
go back to reference Imoscopi A, Inelmen EM, Sergi G, Miotto F, Manzato E. Taste loss in the elderly: epidemiology, causes and consequences. Aging Clin Exp Res 2012;24:570–579.PubMed Imoscopi A, Inelmen EM, Sergi G, Miotto F, Manzato E. Taste loss in the elderly: epidemiology, causes and consequences. Aging Clin Exp Res 2012;24:570–579.PubMed
57.
go back to reference Stolarz-Skrzypek K. Sugar and salt in the pathogenesis of elevated blood pressure. Hypertension 2011;57:676–678.CrossRefPubMed Stolarz-Skrzypek K. Sugar and salt in the pathogenesis of elevated blood pressure. Hypertension 2011;57:676–678.CrossRefPubMed
58.
go back to reference Brown IJ, Stamler J, Van Horn L, Robertson CE, Chan Q, Dyer AR, Huang CC, Rodriguez BL, Zhao L, Daviglus ML, Ueshima H, Elliott P, International Study of Macro/Micronutrients and Blood Pressure Research Group. Sugar-sweetened beverage, sugar intake of individuals, and their blood pressure: international study of macro/micronutrients and blood pressure. Hypertension 2011;57:695–701.CrossRefPubMedPubMedCentral Brown IJ, Stamler J, Van Horn L, Robertson CE, Chan Q, Dyer AR, Huang CC, Rodriguez BL, Zhao L, Daviglus ML, Ueshima H, Elliott P, International Study of Macro/Micronutrients and Blood Pressure Research Group. Sugar-sweetened beverage, sugar intake of individuals, and their blood pressure: international study of macro/micronutrients and blood pressure. Hypertension 2011;57:695–701.CrossRefPubMedPubMedCentral
59.
go back to reference Donaldson LF, Bennett L, Baic S, Melichar JK. Taste and weight: is there a link? Am J Clin Nutr 2009;90:800S-803S. Donaldson LF, Bennett L, Baic S, Melichar JK. Taste and weight: is there a link? Am J Clin Nutr 2009;90:800S-803S.
60.
go back to reference Doty RL, Shaman P, Applebaum SL, Giberson R, Siksorski L, Rosenberg L. Smell identification ability: changes with age. Science 1984;226:1441–1443.CrossRefPubMed Doty RL, Shaman P, Applebaum SL, Giberson R, Siksorski L, Rosenberg L. Smell identification ability: changes with age. Science 1984;226:1441–1443.CrossRefPubMed
61.
go back to reference Duffy VB, Backstrand JR, Ferris AM. Olfactory dysfunction and related nutritional risk in free-living, elderly women. J Am Diet Assoc 1995;95:879–884.CrossRefPubMed Duffy VB, Backstrand JR, Ferris AM. Olfactory dysfunction and related nutritional risk in free-living, elderly women. J Am Diet Assoc 1995;95:879–884.CrossRefPubMed
62.
go back to reference Murphy C, Schubert CR, Cruickshanks KJ, Klein BE, Klein R, Nondahl DM. Prevalence of olfactory impairment in older adults. JAMA 2002;288:2307–2312.CrossRefPubMed Murphy C, Schubert CR, Cruickshanks KJ, Klein BE, Klein R, Nondahl DM. Prevalence of olfactory impairment in older adults. JAMA 2002;288:2307–2312.CrossRefPubMed
63.
go back to reference Ship JA, Weiffenbach JM. Age, gender, medical treatment, and medication effects on smell identification. J Gerontol 1993;48:M26–M32.CrossRefPubMed Ship JA, Weiffenbach JM. Age, gender, medical treatment, and medication effects on smell identification. J Gerontol 1993;48:M26–M32.CrossRefPubMed
64.
go back to reference Doty RL, Petersen I, Mensah N, Christensen K. Genetic and environmental influences on odor identification ability in the very old. Psychol Aging 2011;26:864–871.CrossRefPubMedPubMedCentral Doty RL, Petersen I, Mensah N, Christensen K. Genetic and environmental influences on odor identification ability in the very old. Psychol Aging 2011;26:864–871.CrossRefPubMedPubMedCentral
65.
go back to reference Brämerson A, Johansson L, Ek L, Nordin S, Bende M. Prevalence of olfactory dysfunction: the skövde population-based study. Laryngoscope 2004;114:733–737.CrossRefPubMed Brämerson A, Johansson L, Ek L, Nordin S, Bende M. Prevalence of olfactory dysfunction: the skövde population-based study. Laryngoscope 2004;114:733–737.CrossRefPubMed
66.
go back to reference Karpa MJ, Gopinath B, Rochtchina E, Jie Jin W, Cumming RG, Sue CM, Mitchell P. Prevalence and neurodegenerative or other associations with olfactory impairment in an older community. J Aging Health 2010;22:154–168.CrossRefPubMed Karpa MJ, Gopinath B, Rochtchina E, Jie Jin W, Cumming RG, Sue CM, Mitchell P. Prevalence and neurodegenerative or other associations with olfactory impairment in an older community. J Aging Health 2010;22:154–168.CrossRefPubMed
67.
go back to reference Hüttenbrink KB, Hummel T, Berg D, Gasser T, Hähner A. Olfactory dysfunction: common in later life and early warning of neurodegenerative disease. Dtsch Arztebl Int 2013;110:1–7.PubMedPubMedCentral Hüttenbrink KB, Hummel T, Berg D, Gasser T, Hähner A. Olfactory dysfunction: common in later life and early warning of neurodegenerative disease. Dtsch Arztebl Int 2013;110:1–7.PubMedPubMedCentral
69.
go back to reference Westenhoefer J. Age and gender dependent profile of food choice. Forum Nutr 2005;57:44–51.CrossRef Westenhoefer J. Age and gender dependent profile of food choice. Forum Nutr 2005;57:44–51.CrossRef
71.
go back to reference Kossioni A, Bellou O. Eating habits in older people in Greece: the role of age, dental status and chewing difficulties. Arch Gerontol Geriatr 2011;52:197–201.CrossRefPubMed Kossioni A, Bellou O. Eating habits in older people in Greece: the role of age, dental status and chewing difficulties. Arch Gerontol Geriatr 2011;52:197–201.CrossRefPubMed
73.
go back to reference Greenberg MI, Curtis JA, Vearrier D. The perception of odor is not a surrogate marker for chemical exposure: a review of factors influencing human odor perception. Clin Toxicol (Phila) 2013;51:70–76.CrossRef Greenberg MI, Curtis JA, Vearrier D. The perception of odor is not a surrogate marker for chemical exposure: a review of factors influencing human odor perception. Clin Toxicol (Phila) 2013;51:70–76.CrossRef
74.
go back to reference Tepper BJ, White EA, Koelliker Y, Lanzara C, d’Adamo P, Gasparini P. Genetic variation in taste sensitivity to 6-n-propylthiouracil and its relationship to taste perception and food selection. Ann NY Acad Sci 2009;1170:126–139.CrossRefPubMed Tepper BJ, White EA, Koelliker Y, Lanzara C, d’Adamo P, Gasparini P. Genetic variation in taste sensitivity to 6-n-propylthiouracil and its relationship to taste perception and food selection. Ann NY Acad Sci 2009;1170:126–139.CrossRefPubMed
75.
go back to reference Feeney E, O’Brien S, Scannell A, Markey A, Gibney ER. Genetic variation in taste perception: does it have a role in healthy eating? Proc Nutr Soc 2011;70:135–143.CrossRefPubMed Feeney E, O’Brien S, Scannell A, Markey A, Gibney ER. Genetic variation in taste perception: does it have a role in healthy eating? Proc Nutr Soc 2011;70:135–143.CrossRefPubMed
76.
go back to reference Small DM, Bender G, Veldhuizen MG, Rudenga K, Nachtigal D, Felsted J. The role of the human orbitofrontal cortex in taste and flavor processing. Ann NY Acad Sci 2007;1121:136–151.CrossRefPubMed Small DM, Bender G, Veldhuizen MG, Rudenga K, Nachtigal D, Felsted J. The role of the human orbitofrontal cortex in taste and flavor processing. Ann NY Acad Sci 2007;1121:136–151.CrossRefPubMed
77.
go back to reference Bartoshuk LM, Duffy VB, Hayes JE, Moskowitz HR, Snyder DJ. Psychophysics of sweet and fat perception in obesity: problems, solutions and new perspectives. Philos Trans R Soc London B 2006;361:1137–1148.CrossRef Bartoshuk LM, Duffy VB, Hayes JE, Moskowitz HR, Snyder DJ. Psychophysics of sweet and fat perception in obesity: problems, solutions and new perspectives. Philos Trans R Soc London B 2006;361:1137–1148.CrossRef
78.
go back to reference Salbe AD, Del Parigi A, Pratley RE, Drewnowski A, Tataranni PA. Taste preferences and body weight changes in an obesity-prone population. Am J Clin Nutr 2004;79:372–378.PubMed Salbe AD, Del Parigi A, Pratley RE, Drewnowski A, Tataranni PA. Taste preferences and body weight changes in an obesity-prone population. Am J Clin Nutr 2004;79:372–378.PubMed
79.
go back to reference Goldstein GL, Daun H, Tepper BJ. Adiposity in middle-aged women is associated with genetic taste blindness to 6-n-propylthiouracil. Obesity Res 2005;13:1017–1023.CrossRef Goldstein GL, Daun H, Tepper BJ. Adiposity in middle-aged women is associated with genetic taste blindness to 6-n-propylthiouracil. Obesity Res 2005;13:1017–1023.CrossRef
80.
go back to reference Tepper BJ, Ullrich NV. Influence of genetic taste sensitivity to 6-n-propylthiouracil (PROP), dietary restraint and disinhibition on body mass index in middle-aged women. Physiol Behav 2002;75:305–312.CrossRefPubMed Tepper BJ, Ullrich NV. Influence of genetic taste sensitivity to 6-n-propylthiouracil (PROP), dietary restraint and disinhibition on body mass index in middle-aged women. Physiol Behav 2002;75:305–312.CrossRefPubMed
81.
go back to reference Drewnowski A, Gomez-Carneros C. Bitter taste, phytonutrients, and the consumer: a review. Am J Clin Nutr 2000;72:1424–1435.PubMed Drewnowski A, Gomez-Carneros C. Bitter taste, phytonutrients, and the consumer: a review. Am J Clin Nutr 2000;72:1424–1435.PubMed
82.
go back to reference Drewnowski A, Almiron-Roig E. Human Perceptions and Preferences for Fat-Rich Foods. In: Montmayeur JP, le Coutre J (eds) Fat Detection: Taste, Texture, and Post Ingestive Effects. Boca Raton (FL), CRC Press, 2010. Drewnowski A, Almiron-Roig E. Human Perceptions and Preferences for Fat-Rich Foods. In: Montmayeur JP, le Coutre J (eds) Fat Detection: Taste, Texture, and Post Ingestive Effects. Boca Raton (FL), CRC Press, 2010.
83.
go back to reference Lumeng JC, Kaplan-Sanoff M, Shuman S, Kannan S. Head Start teachers’ perceptions of children’s eating behavior and weight status in the context of food scarcity. J Nutr Educ Behav 2008;40:237–243.CrossRefPubMed Lumeng JC, Kaplan-Sanoff M, Shuman S, Kannan S. Head Start teachers’ perceptions of children’s eating behavior and weight status in the context of food scarcity. J Nutr Educ Behav 2008;40:237–243.CrossRefPubMed
84.
go back to reference Keller KL, Tepper BJ. Inherited taste sensitivity to 6-n-propylthiouracil in diet and body weight in children. Obesity Res 2004;12:904–912.CrossRef Keller KL, Tepper BJ. Inherited taste sensitivity to 6-n-propylthiouracil in diet and body weight in children. Obesity Res 2004;12:904–912.CrossRef
85.
go back to reference Tepper BJ, Nurse RJ. Fat perception is related to PROP taster status. Physiol Behav 1997;1:949–954.CrossRef Tepper BJ, Nurse RJ. Fat perception is related to PROP taster status. Physiol Behav 1997;1:949–954.CrossRef
86.
go back to reference Hayes JE, Duffy VB. Revisiting sugar-fat mixtures: sweetness and creaminess vary with phenotypic markers of oral sensation. Chem Senses 2007;32:225–236.CrossRefPubMed Hayes JE, Duffy VB. Revisiting sugar-fat mixtures: sweetness and creaminess vary with phenotypic markers of oral sensation. Chem Senses 2007;32:225–236.CrossRefPubMed
87.
go back to reference Tepper BJ. Nutritional implications of genetic taste variation: the role of PROP sensitivity and other taste phenotypes. Annu Rev Nutr 2008;28:367–388.CrossRefPubMed Tepper BJ. Nutritional implications of genetic taste variation: the role of PROP sensitivity and other taste phenotypes. Annu Rev Nutr 2008;28:367–388.CrossRefPubMed
88.
go back to reference Keller KL, Steinmann L, Nurse RJ, Tepper BJ. Genetic taste sensitivity to 6-n-propylthiouracil influences food preference and reported intake in preschool children. Appetite 2002;38:3–12.CrossRefPubMed Keller KL, Steinmann L, Nurse RJ, Tepper BJ. Genetic taste sensitivity to 6-n-propylthiouracil influences food preference and reported intake in preschool children. Appetite 2002;38:3–12.CrossRefPubMed
89.
go back to reference Bramerson A, Nyman J, Nordin S, Bende M. Olfactory loss after head and neck cancer radiation therapy. Rhinology 2013;5:206–209. Bramerson A, Nyman J, Nordin S, Bende M. Olfactory loss after head and neck cancer radiation therapy. Rhinology 2013;5:206–209.
90.
go back to reference Frye RE, Schwartz BS, Doty RL. Dose-related effects of cigarette smoking on olfactory function. JAMA 1990;2:233–236. Frye RE, Schwartz BS, Doty RL. Dose-related effects of cigarette smoking on olfactory function. JAMA 1990;2:233–236.
91.
go back to reference Katotomichelakis M, Balatsouras D, Tripsianis G, Davris S, Maroudias N, Danielides V, Simopoulos C. The effect of smoking on the olfactory function. Rhinology 2007;45:273–280.PubMed Katotomichelakis M, Balatsouras D, Tripsianis G, Davris S, Maroudias N, Danielides V, Simopoulos C. The effect of smoking on the olfactory function. Rhinology 2007;45:273–280.PubMed
92.
go back to reference Tuccori M, Lapi F, Testi A, Ruggiero E, Moretti U, Vannacci A, Bonaiuti R, Antonioli L, Fornai M, Giustarini G, Scollo C, Corona T, Ferrazin F, Sottosanti L, Blandizzi C. Drug-induced taste and smell alterations: a case/non-case evaluation of an italian database of spontaneous adverse drug reaction reporting. Drug safety 2011;34:849–859.CrossRefPubMed Tuccori M, Lapi F, Testi A, Ruggiero E, Moretti U, Vannacci A, Bonaiuti R, Antonioli L, Fornai M, Giustarini G, Scollo C, Corona T, Ferrazin F, Sottosanti L, Blandizzi C. Drug-induced taste and smell alterations: a case/non-case evaluation of an italian database of spontaneous adverse drug reaction reporting. Drug safety 2011;34:849–859.CrossRefPubMed
93.
go back to reference Schiffman SS, Zervakis J, Westall HL, Graham BG, Metz A, Bennett JL, Heald AE. Effect of antimicrobical and anti-inflammatory medications on the sense of taste. Physiol Behav 2000;69:3413–3424. Schiffman SS, Zervakis J, Westall HL, Graham BG, Metz A, Bennett JL, Heald AE. Effect of antimicrobical and anti-inflammatory medications on the sense of taste. Physiol Behav 2000;69:3413–3424.
94.
go back to reference Bollen KA. Structural equations with latent variables. Wiley Series in Probability and Mathematical Statistics. USA, 1989.CrossRef Bollen KA. Structural equations with latent variables. Wiley Series in Probability and Mathematical Statistics. USA, 1989.CrossRef
Metadata
Title
Multidimensional evaluation of endogenous and health factors affecting food preferences, taste and smell perception
Authors
D. Guido
Simone Perna
M. Carrai
R. Barale
M. Grassi
M. Rondanelli
Publication date
01-12-2016
Publisher
Springer Paris
Published in
The journal of nutrition, health & aging / Issue 10/2016
Print ISSN: 1279-7707
Electronic ISSN: 1760-4788
DOI
https://doi.org/10.1007/s12603-016-0703-4

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