Predicting Odor Perceptual Similarity from Odor Structure

PLoS Computational Biology

Volumn 9, Issue 9, 2013, Pages

  Snitz, Kobi ^a   Yablonka, Adi ^a   Weiss, Tali ^a   Frumin, Idan ^a   Khan, Rehan M ^a   Sobel, Noam ^a  

^a WEIZMANN INSTITUTE OF SCIENCE   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

FORECASTING; MOLECULAR STRUCTURE; ODORS;

BRAIN MECHANISMS; BRAIN PROCESSING; MIXTURE SIMILARITIES; MOLECULAR COMPONENTS; PERCEPTUAL SIMILARITY; SINGLE VECTORS;

MIXTURES;

ADULT; ALGORITHM; ARTICLE; BRAIN FUNCTION; CHEMICAL COMPOSITION; CHEMICAL STRUCTURE; CONTROLLED STUDY; CORRELATION ANALYSIS; FEMALE; HUMAN; HUMAN EXPERIMENT; MALE; NORMAL HUMAN; OLFACTORY DISCRIMINATION; PARTICLE SIZE; PROCESS MODEL; PROCESS OPTIMIZATION; SMELLING;

BRAIN; HUMANS; ODORS; PERCEPTION; SENSORY THRESHOLDS;

EID: 84884687169     PISSN: 1553734X     EISSN: 15537358     Source Type: Journal    
DOI: 10.1371/journal.pcbi.1003184     Document Type: Article

References (58)

1. Bell A, (1914) Discovery and Invention. National Geographic pp. 649.
2. Wise P, Olsson M, Cain W, (2000) Quantification of odor quality. Chem Senses 25: 429-443.
3. Kaeppler K, Mueller F, (2013) Odor classification: a review of factors influencing perception-based odor arrangements. Chem Senses 38: 189-209.
4. Amoore JE (1970) The molecular basis of odor. Springfield: Charles C Thomas.
5. Amoore JE, (1977) Specific anosmia and the concept of primary odors. Chemical Senses and Flavor 2: 267-281.
6. Keller A, Zhuang H, Chi Q, Vosshall LB, Matsunami H, (2007) Genetic variation in a human odorant receptor alters odour perception. Nature 449: 468-472.
7. Wysocki CJ, Beauchamp GK, (1984) Ability to smell androstenone is genetically determined. Proc Natl Acad Sci U S A 81: 4899-4902.
8. Rossiter KJ, (1996) Structure-Odor Relationships. Chem Rev 96: 3201-3240.
9. Schiffman S, Robinson DE, Erickson RP, (1977) Multidimensional-scaling of odorants- examination of psychological and physiochemical dimensions. Chemical Senses & Flavour 2: 375-390.
10. Dravnieks A, (1982) Odor quality: semantically generated multi-dimensional profiles are stable. Science 218: 799-801.
11. Koulakov AA, Enikolopov AG, Rinberg D, (2009) The structure of human olfactory space. epub ahead of print Arxiv preprint arXiv pp. 09073964.
12. Madany Mamlouk A, Chee-Ruiter C, Hofmann UG, Bower JM, (2003) Quantifying olfactory perception: mapping olfactory perception space by using multidimensional scaling and self-organizing maps. Neurocomputing 52: 591-597.
13. Schiffman SS (1981) Characterization of odor quality utilizing multidimension scaling techniques. In: Moskowitz HR, Warren CB, editors. Odor Quality and Chemical Structure. Washington, DC: American Chemical Society.
14. Schiffman SS, (1974) Contributions to the physiochemical dimensions of odor: a psychophysical approach. Ann N Y Acad Sci 237: 164-183.
15. Berglund B, Berglund U, Engen T, Ekman G, (1973) Multidimensional Analysis of 21 Odors. Scandinavian Journal of Psychology 14: 131-137.
16. Moskowitz HR, Barbe CD, (1977) Profiling of Odor Components and Their Mixtures. Sensory Processes 1: 212-226.
17. Khan R, Luk C, Flinker A, Aggarwal A, Lapid H, et al. (2007) Predicting Odor Pleasantness from Odorant Structure: Pleasantness as a Reflection of the Physical World. Journal of Neuroscience 27: 10015-23.
18. Zarzo M, (2008) Psychologic dimensions in the perception of everyday odors: pleasantness and edibility. Journal of Sensory Studies 23: 354-376.
19. Schiffman SS, (1974) Physicochemical correlates of olfactory quality. Science 185: 112-117.
20. Haddad R, Khan R, Takahashi YK, Mori K, Harel D, et al. (2008) A metric for odorant comparison. Nature methods 5: 425-429.
21. Haddad R, Lapid H, Harel D, Sobel N, (2008) Measuring smells. Current opinion in neurobiology 18: 438-444.
22. Haddad R, Weiss T, Khan R, Nadler B, Mandairon N, et al. (2010) Global features of neural activity in the olfactory system form a parallel code that predicts olfactory behavior and perception. J Neurosci 30: 9017-9026.
23. Saito H, Chi Q, Zhuang H, Matsunami H, Mainland JD, (2009) Odor coding by a Mammalian receptor repertoire. Science signaling 2: ra9.
24. Yablonka A, Sobel N, Haddad R, (2012) Odorant similarity in the mouse olfactory bulb. Proc Natl Acad Sci U S A 109: E2916-2919, E2916-2917, E2918-2919.
25. Grosch W, (1998) Flavour of coffee. A review. Food/Nahrung 42: 344-350.
26. Aznar M, LÛpez R, Cacho JF, Ferreira V, (2001) Identification and quantification of impact odorants of aged red wines from Rioja. GC-olfactometry, quantitative GC-MS, and odor evaluation of HPLC fractions. Journal of agricultural and food chemistry 49: 2924-2929.
27. Ayc F, Ayd nl M, Bozdemir A, Tuta M, (2005) Gas chromatographic investigation of rose concrete, absolute and solid residue. Flavour and fragrance journal 20: 481-486.
28. Wright RH, Michels KM, (1964) Evaluation of Far Infrared Relations to Odor by a Standards Similarity Method. Ann N Y Acad Sci 116: 535-551.
29. Weiss T, Snitz K, Yablonka A, Khan RM, Gafsou D, et al. (2012) Perceptual convergence of multi-component mixtures in olfaction implies an olfactory white. Proc Natl Acad Sci U S A 109: 19959-19964.
30. Laing DG, Francis GW, (1989) The capacity of humans to identify odors in mixtures. Physiol Behav 46: 809-814.
31. Livermore A, Laing DG, (1998) The influence of odor type on the discrimination and identification of odorants in multicomponent odor mixtures. Physiol Behav 65: 311-320.
32. Livermore A, Laing DG, (1996) Influence of training and experience on the perception of multicomponent odor mixtures. J Exp Psychol Hum Percept Perform 22: 267-277.
33. Jinks A, Laing DG, (2001) The analysis of odor mixtures by humans: evidence for a configurational process. Physiol Behav 72: 51-63.
34. Oka Y, Omura M, Kataoka H, Touhara K, (2004) Olfactory receptor antagonism between odorants. EMBO J 23: 120-126.
35. Duchamp-Viret P, Duchamp A, Chaput MA, (2003) Single olfactory sensory neurons simultaneously integrate the components of an odour mixture. Eur J Neurosci 18: 2690-2696.
36. Linster C, Cleland TA, (2004) Configurational and elemental odor mixture perception can arise from local inhibition. Journal of computational neuroscience 16: 39-47.
37. Silbering AF, Galizia CG, (2007) Processing of odor mixtures in the Drosophila antennal lobe reveals both global inhibition and glomerulus-specific interactions. J Neurosci 27: 11966-11977.
38. Kay LM, Lowry CA, Jacobs HA, (2003) Receptor contributions to configural and elemental odor mixture perception. Behav Neurosci 117: 1108-1114.
39. Boyle JA, Djordjevic J, Olsson MJ, Lundstr∧m JN, Jones-Gotman M, (2009) The human brain distinguishes between single odorants and binary mixtures. Cerebral Cortex 19: 66.
40. Kadohisa M, Wilson DA, (2006) Separate encoding of identity and similarity of complex familiar odors in piriform cortex. Proceedings of the National Academy of Sciences 103: 15206.
41. Wilson DA, (2000) Odor specificity of habituation in the rat anterior piriform cortex. Journal of Neurophysiology 83: 139.
42. Stettler DD, Axel R, (2009) Representations of odor in the piriform cortex. Neuron 63: 854-864.
43. Yoshida I, Mori K, (2007) Odorant category profile selectivity of olfactory cortex neurons. The Journal of Neuroscience 27: 9105.
44. Stevenson RJ, Wilson DA, (2007) Odour perception: an object-recognition approach. Perception-London 36: 1821.
45. Gottfried JA, (2010) Central mechanisms of odour object perception. Nature Reviews Neuroscience 11: 628-641.
46. Barnes DC, Hofacer RD, Zaman AR, Rennaker RL, Wilson DA, (2008) Olfactory perceptual stability and discrimination. Nature neuroscience 11: 1378-1380.
47. Wilson DA, (2009) Pattern Separation and Completion in Olfaction. Annals of the New York Academy of Sciences 1170: 306-312.
48. Kay LM, Crk T, Thorngate J, (2005) A Redefinition of Odor Mixture Quality. Behavioral neuroscience 119: 726.
49. Laurent G, (2002) Olfactory network dynamics and the coding of multidimensional signals. Nature Reviews Neuroscience 3: 884-895.
50. Anderson AK, Christoff K, Stappen I, Panitz D, Ghahremani DG, et al. (2003) Dissociated neural representations of intensity and valence in human olfaction. Nature Neuroscience 6: 196-202.
51. Henion KE, (1971) Odor pleasantness and intensity: A single dimension? Journal of Experimental Psychology 90: 275-279.
52. Olsson MJ, (1994) An interaction model for odor quality and intensity. Percept Psychophys 55: 363-372.
53. Olsson MJ, (1998) An integrated model of intensity and quality of odor mixtures. Ann N Y Acad Sci 855: 837-840.
54. Gross-Isseroff R, Lancet D, (1988) Concentration-dependent changes of perceived odor quality. Chemical senses 13: 191-204.
55. Ferreira V, (2012) Revisiting psychophysical work on the quantitative and qualitative odour properties of simple odour mixtures: a flavour chemistry view. Part 1: intensity and detectability. A review. Flavour and fragrance journal 27: 124-140.
56. Abraham MH, Sanchez-Moreno R, Cometto-Muniz JE, Cain WS, (2012) An algorithm for 353 odor detection thresholds in humans. Chem Senses 37: 207-218.
57. Cometto-Muniz JE, Cain WS, Abraham MH, (2005) Determinants for nasal trigeminal detection of volatile organic compounds. Chem Senses 30: 627-642.
58. Abraham MH, Gola JM, Cometto-Muniz JE, Cain WS, (2002) A model for odour thresholds. Chem Senses 27: 95-104.