Skip to main content

Advertisement

Log in

Olfaction is a Marker of Severity but Not Diagnosis in Anorexia Nervosa: a Systematic Review and Meta-Analysis

  • Review
  • Published:
Neuropsychology Review Aims and scope Submit manuscript

Abstract

Researchers have examined if olfaction is a sensitive biomarker of anorexia nervosa, but considerable heterogeneity across studies makes it difficult to reach a consensus. This review and meta-analysis sought to clarify if olfaction is altered in individuals with anorexia nervosa and explore potential moderators of olfaction in this population. We performed quantitative and qualitative analyses of olfactory function in individuals with anorexia nervosa compared with healthy controls. A random effect model was used to estimate pooled effect sizes, and meta-regression was conducted to identify potential moderators. We found that individuals with anorexia nervosa had largely intact olfactory function compared with healthy controls in terms of threshold (g = −0.09, 95% confidence interval [CI] (−0.65,0.47), p = 0.757), identification (g = −0.06, 95% CI (−0.32,0.20), p = 0.642), and overall olfactory function (g = −0.47, 95% CI (−1.02,0.07), p = 0.090). Discrimination was different from control (g = −0.51, 95% CI (−0.97,-0.05), p = 0.029). However, after sensitivity analysis, the pooled effect size was nonsignificant in discrimination. Olfactory sensitivity covaried with anorexia nervosa severity, body mass index (BMI) positively moderated olfactory threshold score (β = 0.79, 95% CI (0.18,1.41), p = 0.020) in individuals with anorexia nervosa. Disease duration negatively moderated olfactory threshold score (β = −0.21, 95% CI (−0.40,-0.03), p = 0.034). The results suggest that olfaction is not a sensitive marker of anorexia nervosa diagnosis, but olfactory sensitivity may be a useful indicator of anorexia nervosa severity.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Amercian Psychiartic Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Arlington: American Psychiatric Publishing.

    Book  Google Scholar 

  • Arcelus, J., Mitchell, A. J., Wales, J., & Nielsen, S. (2011). Mortality rates in patients with anorexia nervosa and other eating disorders: A meta-analysis of 36 studies. Archives of General Psychiatry, 68(7), 724–731.

    Article  PubMed  Google Scholar 

  • Aschenbrenner, K., Scholze, N., Joraschky, P., & Hummel, T. (2008). Gustatory and olfactory sensitivity in patients with anorexia and bulimia in the course of treatment. Journal of Psychiatric Research, 43(2), 129–137.

    Article  PubMed  Google Scholar 

  • Bentz, M., Guldberg, J., Vangkilde, S., Pedersen, T., Plessen, K. J., … Jepsen, J. R. M. (2017). Heightened olfactory sensitivity in young females with recent-onset anorexia nervosa and recovered individuals. PLoS One, 12(1), e169183.

    Article  CAS  Google Scholar 

  • Boesveldt, S., & de Graaf, K. (2017). The differential role of smell and taste for eating behavior. Perception, 46(3–4), 307–319.

    Article  PubMed  Google Scholar 

  • Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2010). A basic introduction to fixed-effect and random-effects models for meta-analysis. Research Synthesis Methods, 1(2), 97–111.

    Article  PubMed  Google Scholar 

  • Borenstein, M., Higgins, J. P. T., Hedges, L. V., & Rothstein, H. R. (2017). Basics of meta-analysis: I-2 is not an absolute measure of heterogeneity. Research Synthesis Methods, 8(1), 5–18.

    Article  PubMed  Google Scholar 

  • Brand, M., Franke-Sievert, C., Jacoby, G. E., Markowitsch, H. J., & Tuschen-Caffier, B. (2007). Neuropsychological correlates of decision making in patients with bulimia nervosa. Neuropsychology, 21(6), 742–750.

    Article  PubMed  Google Scholar 

  • Brockmeyer, T., Friederich, H., & Schmidt, U. (2018). Advances in the treatment of anorexia nervosa: A review of established and emerging interventions. Psychological Medicine, 48(8), 1228–1256.

    Article  CAS  PubMed  Google Scholar 

  • Burdach, K. J., & Doty, R. L. (1987). The effects of mouth movements, swallowing, and spitting on retronasal odor perception. Physiology & Behavior, 41(4), 353–356.

    Article  CAS  Google Scholar 

  • Burón, E., & Bulbena, A. (2013). Olfaction in affective and anxiety disorders: A review of the literature. Psychopathology, 46(2), 63–74.

    Article  PubMed  Google Scholar 

  • Cassidy, R. M., Yang, F., Kapczinski, F., & Passos, I. C. (2017). Risk factors for suicidality in patients with schizophrenia: A systematic review, meta-analysis, and meta-regression of 96 studies. Schizophrenia Bulletin, 44(4), 787–797.

    Article  PubMed Central  Google Scholar 

  • Cohen, J. (1992). A power primer. Psychological Bulletin, 112(1), 155–159.

    Article  CAS  PubMed  Google Scholar 

  • Correll, C. U., Galling, B., Pawar, A., Krivko, A., Bonetto, C., Ruggeri, M., … Guloksuz, S. (2018). Comparison of early intervention services vs treatment as usual for early-phase psychosis: A systematic review, meta-analysis, and meta-regression. JAMA Psychiatry, 75(6), 555–565.

    Article  PubMed  PubMed Central  Google Scholar 

  • Damjanovic, L., Wilkinson, H., & Lloyd, J. (2017). Sweet emotion: The role of odor-induced context in the search advantage for happy facial expressions. Chemical Senses, 43(3), 139–150.

    Article  Google Scholar 

  • Dazzi, F., Nitto, S. D., Zambetti, G., Loriedo, C., & Ciofalo, A. (2013). Alterations of the olfactory–gustatory functions in patients with eating disorders. European Eating Disorders Review, 21(5), 382–385.

    Article  PubMed  Google Scholar 

  • Del Valle Rubido, M., McCracken, J. T., Hollander, E., Shic, F., Noeldeke, J., Boak, L., … Umbricht, D. (2018). In search of biomarkers for autism Spectrum disorder. Autism Research, 11(11), 1567–1579.

    Article  PubMed  PubMed Central  Google Scholar 

  • Doty, R. L., & Bromley, S. M. (2004). Effects of drugs on olfaction and taste. Otolaryngologic Clinics of North America, 37(6), 1229–1254.

    Article  PubMed  Google Scholar 

  • Doty, R. L., Shaman, P., Kimmelman, C. P., & Dann, M. S. (1984). University of Pennsylvania Smell Identification Test: A rapid quantitative olfactory function test for the clinic. The Laryngoscope, 94(2), 176–178.

    Article  CAS  PubMed  Google Scholar 

  • Doty, R. L., Tourbier, I., Neff, J. K., Silas, J., Turetsky, B., Moberg, P., … Detre, J. A. (2018). Influences of temporal lobe epilepsy and temporal lobe resection on olfaction. Journal of Neurology, 265(7), 1654–1665.

    Article  PubMed  PubMed Central  Google Scholar 

  • Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. BMJ, 315(7109), 629–634.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Elmquist, J. K., Bjørbæk, C., Ahima, R. S., Flier, J. S., & Saper, C. B. (1998). Distributions of leptin receptor mRNA isoforms in the rat brain. Journal of Comparative Neurology, 395(4), 535–547.

    Article  CAS  PubMed  Google Scholar 

  • Endevelt-Shapira, Y., Perl, O., Ravia, A., Amir, D., Eisen, A., Bezalel, V., … Soroka, T. (2018). Altered responses to social chemosignals in autism spectrum disorder. Nature Neuroscience, 21(1), 111–119.

    Article  CAS  PubMed  Google Scholar 

  • Fassino, S., Pierò, A., Gramaglia, C., Daga, G. A., Gandione, M., Rovera, G. G., … Bartocci, G. (2006). Clinical, psychological, and personality correlates of asceticism in anorexia nervosa: From saint anorexia to pathologic perfectionism. Transcultural Psychiatry, 43(4), 600–614.

    Article  PubMed  Google Scholar 

  • Fedoroff, I. C., Stoner, S. A., Andersen, A. E., Doty, R. L., & Rolls, B. J. (1995). Olfactory dysfunction in anorexia and bulimia nervosa. International Journal of Eating Disorders, 18(1), 71–77.

    Article  CAS  PubMed  Google Scholar 

  • Fernández-Aranda, F., Agüera, Z., Fernández-García, J. C., Garrido-Sanchez, L., Alcaide-Torres, J., Tinahones, F. J., … Cebolla, A. (2016). Smell–taste dysfunctions in extreme weight/eating conditions: Analysis of hormonal and psychological interactions. Endocrine, 51(2), 256–267.

    Article  PubMed  CAS  Google Scholar 

  • Gianini, L., Roberto, C. A., Attia, E., Walsh, B. T., Thomas, J. J., Eddy, K. T., … Sysko, R. (2017). Mild, moderate, meaningful? Examining the psychological and functioning correlates of DSM-5 eating disorder severity specifiers. International Journal of Eating Disorders, 50(8), 906–916.

    Article  PubMed  Google Scholar 

  • Goldzak-Kunik, G., Friedman, R., Spitz, M., Sandler, L., & Leshem, M. (2011). Intact sensory function in anorexia nervosa. The American Journal of Clinical Nutrition, 95(2), 272–282.

    Article  PubMed  CAS  Google Scholar 

  • Hamakawa, M., & Okamoto, T. (2018). The effect of different emotional states on olfactory perception: A preliminary study. Flavour and Fragrance Journal, 33(6), 420–427.

    Article  Google Scholar 

  • Hanci, D., & Altun, H. (2016). Hunger state affects both olfactory abilities and gustatory sensitivity. European Archives of Oto-Rhino-Laryngology, 273(7), 1637–1641.

    Article  PubMed  Google Scholar 

  • Harbord, R. M., & Higgins, J. P. T. (2008). Meta-regression in Stata. Stata Journal, 8(4), 493–519.

    Article  Google Scholar 

  • Hedges, L. V., & Olkin, I. (1985). Statistical methods for meta-analysis. Orlando: Academic press.

    Google Scholar 

  • Hedner, M., Larsson, M., Arnold, N., Zucco, G. M., & Hummel, T. (2010). Cognitive factors in odor detection, odor discrimination, and odor identification tasks. Journal of Clinical and Experimental Neuropsychology, 32(10), 1062–1067.

    Article  PubMed  Google Scholar 

  • Herpertz-Dahlmann, B., Hebebrand, J., Müller, B., Herpertz, S., Heussen, N., … Remschmidt, H. (2001). Prospective 10-year follow-up in adolescent anorexia nervosa—Course, outcome, psychiatric comorbidity, and psychosocial adaptation. The Journal of Child Psychology and Psychiatry and Allied Disciplines, 42(5), 603–612.

    Article  CAS  PubMed  Google Scholar 

  • Hummel, T., Sekinger, B., Wolf, S. R., Pauli, E., & Kobal, G. (1997). ‘Sniffin’ sticks’: Olfactory performance assessed by the combined testing of odor identification, odor discrimination and olfactory threshold. Chemical Senses, 22(1), 39–52.

    Article  CAS  PubMed  Google Scholar 

  • Hummel, T., Whitcroft, K. L., Andrews, P., Altundags, A., Cinghi, C., Costanzo, R. M., … Welge-Luessen, A. (2017). Position paper on olfactory dysfunction. Rhinology, 54(26), 1–30.

    Article  CAS  PubMed  Google Scholar 

  • Islam, M. A., Fagundo, A. B., Arcelus, J., Agüera, Z., Jiménez-Murcia, S., Fernández-Real, J. M., … Frühbeck, G. (2015). Olfaction in eating disorders and abnormal eating behavior: A systematic review. Frontiers in Psychology, 6, 1431.

    Article  PubMed  PubMed Central  Google Scholar 

  • Kamath, V., Paksarian, D., Cui, L., Moberg, P. J., Turetsky, B. I., … Merikangas, K. R. (2018). Olfactory processing in bipolar disorder, major depression, and anxiety. Bipolar Disorders, 20(6), 547–555.

    Article  PubMed  Google Scholar 

  • Kästner, D., Löwe, B., & Gumz, A. (2019). The role of self-esteem in the treatment of patients with anorexia nervosa–a systematic review and meta-analysis. International Journal of Eating Disorders, 52(2), 101–116.

    Article  PubMed  Google Scholar 

  • Kaye, W. H., Fudge, J. L., & Paulus, M. (2009). New insights into symptoms and neurocircuit function of anorexia nervosa. Nature Reviews Neuroscience, 10(8), 573–584.

    Article  CAS  PubMed  Google Scholar 

  • Kopala, L. C., Good, K., Goldner, E. M., & Birmingham, C. L. (1995). Olfactory identification ability in anorexia nervosa. Journal of Psychiatry and Neuroscience, 20(4), 283–286.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Larsson, M., Tirado, C., & Wiens, S. (2017). A meta-analysis of odor thresholds and odor identification in autism spectrum disorders. Frontiers in Psychology, 8, 679.

    Article  PubMed  PubMed Central  Google Scholar 

  • Lombion-Pouthier, S., Vandel, P., Nezelof, S., Haffen, E., & Millot, J. (2006). Odor perception in patients with mood disorders. Journal of Affective Disorders, 90(2–3), 187–191.

    Article  PubMed  Google Scholar 

  • Moberg, P. J., Kamath, V., Marchetto, D. M., Calkins, M. E., Doty, R. L., Hahn, C., … Turetsky, B. I. (2013). Meta-analysis of olfactory function in schizophrenia, first-degree family members, and youths at-risk for psychosis. Schizophrenia Bulletin, 40(1), 50–59.

    Article  PubMed  PubMed Central  Google Scholar 

  • Mossaheb, N., Kaufmann, R. M., Schlögelhofer, M., Aninilkumparambil, T., Himmelbauer, C., Gold, A., … Aschauer, H. (2018). The impact of sex differences on odor identification and facial affect recognition in patients with schizophrenia spectrum disorders. Frontiers in Psychiatry, 9, 9.

    Article  PubMed  PubMed Central  Google Scholar 

  • Motomura, N., Sakurai, A., & Yotsuya, Y. (2001). Reduction of mental stress with lavender odorant. Perceptual and Motor Skills, 93(3), 713–718.

    Article  CAS  PubMed  Google Scholar 

  • Naruo, T., Nakabeppu, Y., Sagiyama, K., Munemoto, T., Homan, N., Deguchi, D., … Nozoe, S. (2000). Characteristic regional cerebral blood flow patterns in anorexia nervosa patients with binge/purge behavior. American Journal of Psychiatry, 157(9), 1520–1522.

    Article  CAS  PubMed  Google Scholar 

  • Parsons, T. D., Duffield, T., & Asbee, J. (2019). A comparison of virtual reality classroom continuous performance tests to traditional continuous performance tests in delineating ADHD: A meta-analysis. Neuropsychology Review, 29(3), 338–356.

    Article  PubMed  Google Scholar 

  • Peng, M., Coutts, D., Wang, T., & Cakmak, Y. O. (2019). Systematic review of olfactory shifts related to obesity. Obesity Reviews, 20(2), 325–338.

    Article  PubMed  Google Scholar 

  • Rapps, N., Giel, K. E., Söhngen, E., Salini, A., Enck, P., Bischoff, S. C., … Zipfel, S. (2010). Olfactory deficits in patients with anorexia nervosa. European Eating Disorders Review, 18(5), 385–389.

    Article  PubMed  Google Scholar 

  • Roessner, V., Bleich, S., Banaschewski, T., & Rothenberger, A. (2005). Olfactory deficits in anorexia nervosa. European Archives of Psychiatry and Clinical Neuroscience, 255(1), 6–9.

    Article  PubMed  Google Scholar 

  • Schecklmann, M., Pfannstiel, C., Fallgatter, A. J., Warnke, A., Gerlach, M., … Romanos, M. (2012). Olfaction in child and adolescent anorexia nervosa. Journal of Neural Transmission, 119(6), 721–728.

    Article  PubMed  Google Scholar 

  • Schreder, T., Albrecht, J., Kleemann, A. M., Schöpf, V., Kopietz, R., Anzinger, A., … Wiesmann, M. (2008). Olfactory performance of patients with anorexia nervosa and healthy subjects in hunger and satiety. Rhinology, 46(3), 175–183.

    PubMed  Google Scholar 

  • Shioda, S., Funahashi, H., Nakajo, S., Yada, T., Maruta, O., … Nakai, Y. (1998). Immunohistochemical localization of leptin receptor in the rat brain. Neuroscience Letters, 243(1–3), 41–44.

    Article  CAS  PubMed  Google Scholar 

  • Shu, C., Hummel, T., Lee, P., Chiu, C., Lin, S., … Yuan, B. (2009). The proportion of self-rated olfactory dysfunction does not change across the life span. American Journal of Rhinology and Allergy, 23(4), 413–416.

    Article  PubMed  Google Scholar 

  • Simental-Mendia, L. E., Pirro, M., Gotto, A. M., Banach, M., Atkin, S. L., Majeed, M., … Sahebkar, A. (2019). Lipid-modifying activity of curcuminoids: A systematic review and meta-analysis of randomized controlled trials. Critical Reviews in Food Science and Nutrition, 59(7), 1178–1187.

    Article  CAS  PubMed  Google Scholar 

  • Smink, F. R., Van Hoeken, D., & Hoek, H. W. (2012). Epidemiology of eating disorders: Incidence, prevalence and mortality rates. Current Psychiatry Reports, 14(4), 406–414.

    Article  PubMed  PubMed Central  Google Scholar 

  • Smith, T. D., & Bhatnagar, K. P. (2019). Anatomy of the olfactory system. Handbook of Clinical Neurology, 164, 17–28.

    Article  PubMed  Google Scholar 

  • Stein, D., Gross-Isseroff, R., Besserglick, R., Ziv, A., Mayer, G., Yaroslavsky, A., … Hermesh, H. (2012). Olfactory function and alternation learning in eating disorders. European Neuropsychopharmacology, 22(9), 615–624.

    Article  CAS  PubMed  Google Scholar 

  • Steinbach, S., Reindl, W., Kessel, C., Ott, R., Zahnert, T., Hundt, W., … Huber, W. (2010). Olfactory and gustatory function in irritable bowel syndrome. European Archives of Oto-Rhino-Laryngology, 267(7), 1081–1087.

    Article  PubMed  Google Scholar 

  • Stroe-Kunold, E., Buckert, M., Friederich, H., Wesche, D., Kopf, S., Herzog, W., … Wild, B. (2016). Time course of Leptin in patients with anorexia nervosa during inpatient treatment: Longitudinal relationships to BMI and psychological factors. PLoS One, 11(e016684312), e0166843.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Stroup, D. F., Berlin, J. A., Morton, S. C., Olkin, I., Williamson, G. D., Rennie, D., … Thacker, S. B. (2000). Meta-analysis of observational studies in epidemiology: A proposal for reporting. JAMA, 283(15), 2008–2012.

    Article  CAS  PubMed  Google Scholar 

  • Stubbs, J. L., Thornton, A. E., Sevick, J. M., Silverberg, N. D., Barr, A. M., Honer, W. G., … Panenka, W. J. (2020). Traumatic brain injury in homeless and marginally housed individuals: A systematic review and meta-analysis. The Lancet Public Health, 5(1), e19–e32.

    Article  PubMed  Google Scholar 

  • Swanson, S. A., Crow, S. J., Le Grange, D., Swendsen, J., & Merikangas, K. R. (2011). Prevalence and correlates of eating disorders in adolescents: Results from the national comorbidity survey replication adolescent supplement. Archives of General Psychiatry, 68(7), 714–723.

    Article  PubMed  PubMed Central  Google Scholar 

  • Thanarajah, S. E., Hoffstall, V., Rigoux, L., Hanssen, R., Brüning, J. C., … Tittgemeyer, M. (2019). The role of insulin sensitivity and intranasally applied insulin on olfactory perception. Scientific Reports, 9(1), 7222.

    Article  CAS  Google Scholar 

  • Tonacci, A., Calderoni, S., Billeci, L., Maestro, S., Fantozzi, P., Ciuccoli, F., … Muratori, F. (2019). Autistic traits impact on olfactory processing in adolescent girls with anorexia nervosa restricting type. Psychiatry Research, 274, 20–26.

    Article  PubMed  Google Scholar 

  • Tschöp, M., Weyer, C., Tataranni, P. A., Devanarayan, V., Ravussin, E., … Heiman, M. L. (2001). Circulating ghrelin levels are decreased in human obesity. Diabetes, 50(4), 707–709.

    Article  PubMed  Google Scholar 

  • Uher, R., Murphy, T., Brammer, M. J., Dalgleish, T., Phillips, M. L., Ng, V. W., … Treasure, J. (2004). Medial prefrontal cortex activity associated with symptom provocation in eating disorders. American Journal of Psychiatry, 161(7), 1238–1246.

    Article  PubMed  Google Scholar 

  • Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software, 36(3), 1–48.

    Article  Google Scholar 

  • Zipfel, S., Giel, K. E., Bulik, C. M., Hay, P., & Schmidt, U. (2015). Anorexia nervosa: Aetiology, assessment, and treatment. The Lancet Psychiatry, 2(12), 1099–1111.

    Article  PubMed  Google Scholar 

  • Zipfel, S., Löwe, B., Reas, D. L., Deter, H., & Herzog, W. (2000). Long-term prognosis in anorexia nervosa: Lessons from a 21-year follow-up study. The Lancet, 355(9205), 721–722.

    Article  CAS  Google Scholar 

  • Zipfel, S., Wild, B., Groß, G., Friederich, H., Teufel, M., Schellberg, D., … Herpertz, S. (2014). Focal psychodynamic therapy, cognitive behaviour therapy, and optimised treatment as usual in outpatients with anorexia nervosa (ANTOP study): Randomised controlled trial. The Lancet, 383(9912), 127–137.

    Article  Google Scholar 

Download references

Acknowledgments

LQZ was supported by the National Natural Science Foundation of China (31700963), the Natural Science Foundation of Guangdong Province, China (2017A030310069), and the Medical Science and Technology Foundation of Guangdong Province, China (201906546). JBZ was supported by the MOE (Ministry of Education in China) Youth Foundation Project of Humanities and Social Sciences (No. 2018YJCZH260).

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Laiquan Zou or Jiubo Zhao.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mai, Y., Zhang, X., Li, Z. et al. Olfaction is a Marker of Severity but Not Diagnosis in Anorexia Nervosa: a Systematic Review and Meta-Analysis. Neuropsychol Rev 30, 251–266 (2020). https://doi.org/10.1007/s11065-020-09438-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11065-020-09438-4

Keywords

Navigation