Poor Taste and Smell Are Associated with Poor Appetite, Macronutrient Intake, and Dietary Quality but Not with Undernutrition in Older Adults ...

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The Journal of Nutrition
                                                                                                                           Nutrition and Disease

Poor Taste and Smell Are Associated with
Poor Appetite, Macronutrient Intake, and
Dietary Quality but Not with Undernutrition
in Older Adults
Kristina S Fluitman,1,2 Anne C Hesp,1 Rachel F Kaihatu,1 Max Nieuwdorp,1,3 Bart JF Keijser,4,5
Richard G IJzerman,1 and Marjolein Visser2,6

1
  Department of Internal Medicine, Amsterdam University Medical Centers, Amsterdam, Netherlands; 2 Amsterdam Public Health Research

                                                                                                                                                                         Downloaded from https://academic.oup.com/jn/article/151/3/605/6131860 by guest on 06 April 2021
Institute, Amsterdam, Netherlands; 3 Department of Vascular Medicine, Amsterdam University Medical Centers, Amsterdam, Netherlands;
4
  Department of Microbiology and Systems Biology, TNO Earth, Life and Social Sciences, Zeist, Netherlands; 5 Department of Preventive
Dentistry, Academic Center for Dentistry Amsterdam, University of Amsterdam and VU University, Amsterdam, Netherlands; and
6
  Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands

ABSTRACT
Background: Age-related declines in taste and smell function are widely assumed to contribute to the decrease in
appetite and the development of undernutrition in older adults.
Objectives: Here we aim to assess the associations of both taste and smell function with several nutrition-related
outcomes in a single study, with poor appetite and undernutrition as primary outcomes.
Methods: This is a cross-sectional cohort study of 359 community-dwelling Dutch older adults, aged 65–93 y. Taste
function was measured for all 5 basic tastes. Smell function was assessed with 3 tests: for odor identification,
discrimination, and threshold. Self-reported taste and smell, appetite, energy (kcal/d) and macronutrient (% energy)
intake, and covariates were assessed with extensive questionnaires. Dietary quality was calculated using the Dutch
Healthy Diet index 2015, Alternative Healthy Eating Index 2010, and Mediterranean Diet Score. Body measurements
included body weight (current and 2 y prior), height, and body impedance analysis. Data were analyzed via multiple
logistic and linear regression.
Results: Of our sample, 9.2% had poor taste and 17.0% poor smell, 6.1% had poor appetite, and 21.4% were
undernourished. Self-reported poor taste (OR: 8.44; 95% CI: 1.56, 45.56; P = 0.013) was associated with poor appetite,
but no other taste or smell score was associated with either poor appetite or undernutrition. Some associations were
found of individual taste and smell scores with macronutrient intake and dietary quality. Self-reported poor taste and
smell were both consistently associated with poorer dietary quality.
Conclusions: In community-dwelling older adults, specific taste and smell impairments may have diverse
consequences for appetite, food intake, or dietary quality. However, this does not necessarily result in undernutrition.
The consistent associations of self-reported poor taste and smell with poor dietary quality do underline the usefulness
of this information when screening for nutritional risk. J Nutr 2021;151:605–614.

Keywords: gustatory function, olfactory function, appetite, undernutrition, macronutrient intake, dietary quality,
older adults

Introduction                                                                         spoiled foods or environmental hazards (4, 5). Moreover,
                                                                                     depending on previous experiences, they help to assign positive
The risk of undernutrition increases with age. It affects 9%–
                                                                                     or negative attributions to certain foods or situations (5, 6),
28% of older adults in Europe (1) and is associated with
                                                                                     possibly directing future food-related behavior (4). However, an
increased morbidity, mortality, and health care costs (2). Impor-
                                                                                     age-related decline has been demonstrated for both olfactory
tant roles in nutritional health are fulfilled by taste (gustatory)
                                                                                     and gustatory function (7–10). This sensory decline is thought
and smell (olfactory) functions (3). Taste and smell guide
                                                                                     to cause decreased food enjoyment, poor appetite, decreased or
individuals toward nutritious foods and away from harmful,


C The Author(s) 2021. Published by Oxford University Press on behalf of the American Society for Nutrition. This is an Open Access article distributed under the terms
of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution,
and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
Manuscript received June 1, 2020. Initial review completed July 21, 2020. Revision accepted November 19, 2020.
First published online February 9, 2021; doi: https://doi.org/10.1093/jn/nxaa400.                                                                        605
altered food intake, and ultimately contribute to the increased                  Methods
risk of undernutrition in older adults (3).
                                                                                 Design
    Many studies have investigated the association of poor olfac-                This cross-sectional study was embedded within the ongoing Longi-
tory and gustatory function with undernutrition, but literature                  tudinal Aging Study Amsterdam (LASA), which included 3107, 1002,
on this topic remains inconclusive. Whereas some studies found                   and 1023 Dutch community-dwelling older adults in 1992/1993,
poor olfactory function to be associated with low BMI (8, 11–                    2002/2003, and 2012/2013, respectively. Data on physical, social,
13), poor appetite (11, 14), altered macronutrient intake (15,                   emotional, and cognitive functioning are collected in waves every 3 y
16), or poor dietary quality (13), others did not (14, 17–19). In                by means of medical and general interviews, the former also including
this context, poor olfactory function is often operationalized by                body measurements. The most recent wave took place in 2015/2016.
low scores on odor identification tests (e.g., the Sniffin’ Sticks                   The design of the LASA has been described more elaborately
test, the San Diego Odor Identification test, or the University                  elsewhere (23–25). For the current substudy, data were used from the
                                                                                 regular LASA cycle 2015/2016 and from an extra home visit, which
of Pennsylvania Smell Identification Test) (8, 11–14, 17, 18),
                                                                                 took place in between regular data-collection waves in 2017/2018.
whereas other studies also included threshold tests (16, 19)                     LASA participants who took part in the LASA medical interview
or self-reported poor smell (15). Studies on the association of                  of 2015/2016 were prescreened on in- and exclusion criteria based
gustatory function with nutritional status are limited. In 1 study,              on LASA data. Those who were found eligible were contacted by
gustatory impairment, measured by the Burghart Taste Strip                       phone in 2017/2018 and screened on the remainder of the in- and
test, tended to be associated with diminished eating pleasure                    exclusion criteria before the extra home visit was planned. Inclusion

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(18), and a second study found thresholds >0.003% wt:wt for                      criteria for our substudy were age >65 y, valid measurement of
bitter taste to be associated with having a BMI (in kg/m2 ) 30 or by >2% body
                                                                                 weight gain between the 2 latest LASA examination waves (from
intake, or appetite (14). Although overall gustatory impairments
                                                                                 2011/2013 to 2015/2016), diagnosed active malignancy, and poor
may not affect total food or energy intake, impairments of                       cognitive status defined as a Mini Mental State Examination (MMSE)
specific tastes have been shown to alter food preferences,                       score
from 0 to 10 (33). Because our FFQ does not adequately measure the             to smell identification score (normosmia and hyposmia) and according
intake of salt or type of coffee, these components were left out, leaving      to total taste score (normogeusia and hypogeusia). Differences in
a potential score from 0 to 130 (32). Second, the Alternative Healthy          characteristics were tested using the unpaired Student’s t test, Mann–
Eating Index 2010 (AHEI) was previously used in the LASA (34) and              Whitney U test, Fisher’s exact test, ANOVA test, or Kruskal–Wallis test,
scores 11 dietary components from 0 to 10 based on their predictive            as appropriate.
power for chronic disease (35). Again, the AHEI sodium component                   Then, logistic regression models were run to test the associations
was excluded from our study, leaving a total score of 0–100 (34). Third,       of poor total taste score and poor smell identification score with our
the Mediterranean Diet Score (MDS), also previously used in the LASA           primary outcomes of undernutrition and poor appetite. These models
(34), scores 11 dietary components from 0 to 5 to assess the adherence         were tested for effect modification by age, sex, BMI, and smoking status.
to a typical Mediterranean diet (total score: 0–55) (36). A higher score       Next, similar linear models were built to test the associations with the
for all indexes indicates better adherence to a healthy diet (33, 35, 36).     secondary outcomes of food intake and dietary quality. All models were
                                                                               also run for all individual taste and smell scores, as well as self-reported
Gustatory function                                                             poor taste and smell. Because the taste test was originally designed
Gustatory function was assessed using taste strips (Burghart Messtech-         without the umami flavor, the models were also run using the total
nik GmbH). This taste test commonly consists of 18 paper taste strips,         taste score excluding umami. Because the individual taste scores are part
of which 2 are tasteless and 16 are impregnated with 4 increasing              of the overall taste test, Bonferroni correction for multiple testing was
concentrations of sweet, sour, salty, and bitter tastes (37). Upon request,    carried out for models with the taste test scores as determinants (total
4 umami taste strips were specially added by Burghart to their standard        taste, total taste excluding umami, sweet, salty, sour, bitter, and umami).
test, reproducing the taste strip test validated by Mueller et al. (38). The   The same was done for models with the smell scores as determinants

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same test design, tastant concentrations, and sequence in which taste          (TDI, threshold, discrimination, and identification). The Bonferroni-
strips were presented were used. Participants received 1 point for each        corrected α-levels used for statistical significance were 0.007 (= 0.05/7)
correctly identified taste, with each individual taste score ranging from      and 0.013 (= 0.05/4), respectively. Bonferroni-corrected P values are
0 to 4, and the total score ranging from 0 to 20. A total taste score          reported. All regression models were adjusted for age, sex, education,
LASA parcipants in 2015/2016:
                      n = 2024
                                                              LASA parcipants who had not taken part in the
                                                                 medical interview in 2015/2016 (n = 382)
          LASA parcipants screened based
                   on LASA data:                                     Exclusion based on LASA data:
                      n = 1642                                               Age 2% recent body weight gain (n = 219)
                                                                            BMI ≥ 30kg/m2 (n = 140)
                                                                          MMSE score
TABLE 1 Characteristics for all participants and stratified by olfactory and gustatory function1

                                                                    Hyposmia           Normosmia                         Hypogeusia         Normogeusia
                                   n                All              (n = 66)           (n = 292)         P value         (n = 33)           (n = 325)          P value
Demographics
  Age, y                          359           73 [69–77]          75 [71–81]          72 [69–77]
TABLE 2 Associations of poor taste and smell with poor appetite and undernutrition1

                                                                         Poor appetite2           P value3          Undernutrition4           P value3
                  Poor total taste score5                               1.04 (0.19, 5.76)           1.00             1.15 (0.43, 3.05)          1.00
                  Poor total taste score (no umami)                     1.78 (0.33, 9.60)           1.00             1.58 (0.58, 4.31)          1.00
                  Poor sweet score                                      0.64 (0.14, 2.96)           1.00             0.83 (0.38, 1.83)          1.00
                  Poor sour score                                       0.90 (0.29, 2.79)           1.00             0.80 (0.44, 1.46)          1.00
                  Poor salty score                                      1.78 (0.62, 5.07)           1.00             1.27 (0.73, 2.23)          1.00
                  Poor bitter score                                     0.25 (0.02, 2.78)           1.00             0.71 (0.22, 2.31)          1.00
                  Poor umami score                                      0.68 (0.21, 2.19)           1.00             0.84 (0.46, 1.53)          1.00
                  Self-reported poor taste                              8.44 (1.56, 45.56)          0.01             2.11 (0.49, 9.04)          0.32
                  Poor smell identification score6                      1.50 (0.48, 4.71)           1.00             1.35 (0.69, 2.62)          1.00
                  Poor TDI score                                        3.67 (0.78, 17.19)          0.40             2.02 (0.73, 5.58)          0.68
                  Poor smell threshold score                            4.71 (1.11, 19.91)          0.16             1.85 (0.77, 4.44)          0.68
                  Poor smell discrimination score                       0.15 (0.02, 1.26)           0.32             0.99 (0.38, 2.57)          1.00
                  Self-reported poor smell                              2.31 (0.50, 10.74)          0.29             0.85 (0.27, 2.68)          0.78
                  1
                    Values are ORs (95% CIs) or P values. All models adjusted for age, sex, educational status, smoking status, medication, Center for

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                  Epidemiologic Studies Depression score, and Mini Mental State Examination score. TDI, threshold-discrimination-identification.
                  2
                    Poor appetite: Council of Nutrition Appetite Questionnaire score 5% body weight loss averaged over 2 y or BMI (in kg/m2 )
Values are regression coefficients (β), 95% CIs, or P values. All models adjusted for age, sex, educational status, smoking status, medication, Center for Epidemiologic Studies Depression score, and Mini Mental State Examination score. En%,
                                                                                                                                                                                                                                                                                                                                                                                                                      to the risk of frailty and disability in older adults (45–47). In

                                                                                                                P value2
                                                                                                                             0.77
                                                                                                                             1.00
                                                                                                                             1.00
                                                                                                                             0.49
                                                                                                                             1.00

                                                                                                                             0.04
                                                                                                                             0.02
                                                                                                                             1.00

                                                                                                                             1.00
                                                                                                                             1.00
                                                                                                                             1.00
                                                                                                                             1.00
                                                                                                                             0.43
                                                                                                                                                                                                                                                                                                                                                                                                                      our multivariate models, however, significance was lost after
                                                                                                                                                                                                                                                                                                                                                                                                                      correction for multiple testing. Finally, in a previous study,
                                                                                     Fatty acid intake, En%                                                                                                                                                                                                                                                                                                           we hypothesized that perceiving an odor (i.e., odor threshold
                                                                                                                                                                                                                                                                                                                                                                                                                      function) is more important for food-related behavior and

                                                                                                                             − 3.45 (−5.76, −1.17)
                                                                                                                             − 1.72 (−3.86, 0.42)
                                                                                                                             − 1.19 (−3.50, 1.13)
                                                                                                                               0.78 (−0.91, 2.47)
                                                                                                                             − 1.21 (−2.51, 0.09)
                                                                                                                             − 0.57 (−1.83, 0.69)

                                                                                                                               0.26 (−1.07, 1.58)

                                                                                                                               0.51 (−1.09, 2.10)
                                                                                                                               0.55 (−2.32, 3.43)
                                                                                                                             − 0.58 (−2.99, 1.83)
                                                                                                                               0.19 (−2.31, 2.69)
                                                                                                                               1.05 (−1.54, 3.64)
                                                                                                                                                                                                                                                                                                                                                                                                                      appetite than being able to identify it (12). On first glance,

                                                                                                                               3.89 (0.17, 7.61)
                                                                                                                                                                                                                                                                                                                                                                                                                      this hypothesis did not hold true because poor threshold score
                                                                                                                β (95% CI)

                                                                                                                                                                                                                                                                                                                                                                                                                      was not associated with any of our outcomes. However, the
                                                                                                                                                                                                                                                                                                                                                                                                                      association of poor threshold score with poor appetite (OR: 4.7;
                                                                                                                                                                                                                                                                                                                                                                                                                      95% CI: 1.11, 19.91) was only rendered nonsignificant after
                                                                                                                                                                                                                                                                                                                                                                                                                      adjustment for multiple testing (P = 0.16). The relatively large
                                                                                                                                                                                                                                                                                                                                                                                                                      OR, combined with the relatively wide 95% CI, does suggest the
                                                                                                                                                                                                                                                                                                                                                                                                                      analysis was underpowered, possibly owing to the low number
                                                                                                                                                                                                                                                                                                                                                                                                                      of participants with poor appetite (n = 22).
                                                                                                                P value2
                                                                                                                             1.00
                                                                                                                             1.00
                                                                                                                             0.49
                                                                                                                             1.00
                                                                                                                             1.00
                                                                                                                             1.00
                                                                                                                             1.00
                                                                                                                             0.02
                                                                                                                             0.12
                                                                                                                             1.00
                                                                                                                             0.68
                                                                                                                             1.00
                                                                                                                             0.12
                                                                                     Protein intake, En%

                                                                                                                                                                                                                                                                                                                                                                                                                      Self-reported taste and smell impairments
                                                                                                                                                                                                                                                                                                                                                                                                                      An important finding of this study was that poor self-

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                                                                                                                                                                                                                                                                                                                                                                                                                      reported taste and smell were both consistently associated
                                                                                                                             − 1.71 (−3.16, −0.26)
                                                                                                                             − 0.70 (−1.32, −0.08)
                                                                                                                               0.14 (−0.70, 0.98)
                                                                                                                               0.12 (−0.79, 1.03)
                                                                                                                             − 0.61 (−1.27, 0.05)
                                                                                                                               0.32 (−0.19, 0.83)
                                                                                                                               0.08 (−0.42, 0.57)
                                                                                                                               0.57 (−0.34, 1.48)
                                                                                                                               0.38 (−0.14, 0.90)

                                                                                                                             − 0.34 (−1.44, 0.76)
                                                                                                                             − 0.65 (−1.58, 0.28)
                                                                                                                             − 0.47 (−1.43, 0.48)
                                                                                                                             − 0.81 (−1.82, 0.20)
                                                                                                                                                                                                                                                                                                                                                                                                                      with lower scores on all 3 dietary quality indexes, which are
                                                                                                                β (95% CI)

                                                                                                                                                                                                                                                                                                                                                                                                                      related to nutrition-related health conditions (33, 35, 36). For
                                                                                                                                                                                                                                                                                                                                                                                                                      future research, it would be interesting to evaluate whether
                                                                                                                                                                                                                                                                                                                                                                                                                      specific food components of the dietary quality scores are
                                                                                                                                                                                                                                                                                                                                                                                                                      responsible for these associations. Poor self-reported taste
                                                                                                                                                                   Poor taste: total taste score
TABLE 4 Associations of poor taste and smell with dietary quality indexes1

                                                  Dutch Healthy Diet index                    Alternative Healthy Eating Index                  Mediterranean Diet Score
                                                β (95% CI)               P value  2
                                                                                               β (95% CI)               P value   2
                                                                                                                                               β (95% CI)               P value2
Poor total taste score3                      − 2.51 (−8.17, 3.14)          1.00             − 0.57 (−4.44, 3.30)           1.00              0.17 (−1.50, 1.84)           1.00
Poor total taste score (no umami)            − 0.46 (−6.58, 5.66)          1.00               1.46 (−2.73, 5.64)           1.00              0.30 (−1.51, 2.11)           1.00
Poor sweet score                               0.09 (−4.38, 4.56)          1.00               1.59 (−1.46, 4.64)           1.00              1.41 (0.10, 2.72)            0.28
Poor sour score                                1.03 (−2.43, 4.50)          1.00               0.45 (−1.91, 2.80)           1.00              1.00 (−0.01, 2.01)           0.35
Poor salty score                             − 1.65 (−4.99, 1.69)          1.00             − 0.78 (−3.05, 1.49)           1.00            − 0.53 (−1.51, 0.45)           1.00
Poor bitter score                            − 1.18 (−7.32, 4.95)          1.00             − 1.98 (−6.17, 2.21)           1.00            − 0.84 (−2.65, 0.97)           1.00
Poor umami score                             − 3.39 (−6.88, 0.10)          0.42             − 1.57 (−3.95, 0.81)           1.00            − 1.39 (−2.41, −0.37)          0.07
Self-reported poor taste                    − 14.75 (−24.55, −4.95)
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