Recording Facial Expressions to Assess Taste in Children and Teenagers
A Pilot Study of Facial Recognition Software to Assess Palatability in Pediatric Patients
2 other identifiers
observational
12
1 country
1
Brief Summary
The study is designed to see if, after tasting specific things, whether a child's facial pattern and voice pattern can determine the difference in something that has a sweet taste, no taste, and a bitter taste. The investigators will do this by comparing video recordings of a child's facial expression and voice to the child's response to follow-up questions after tasting three (3) different substances.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for all trials
Started Dec 2016
Shorter than P25 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
September 30, 2016
CompletedFirst Posted
Study publicly available on registry
October 5, 2016
CompletedStudy Start
First participant enrolled
December 1, 2016
CompletedPrimary Completion
Last participant's last visit for primary outcome
June 1, 2017
CompletedStudy Completion
Last participant's last visit for all outcomes
June 1, 2017
CompletedApril 10, 2018
April 1, 2018
6 months
September 30, 2016
April 9, 2018
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Evidence that recording of facial expressions can reliably distinguish between liquids that taste bitter, sweet, or have no taste
The investigators propose that Noldus Facereader 7 can adequately discriminate between bitter, sweet, and neutral tastes in children and adolescents. Data collected through these recordings will be compared to ratings of liking/disliking of liquids using a 5-point facial hedonic scale and compared to a questionnaire after each tasting.
within one year of study procedure
Other Outcomes (1)
Audio Recording During Study Procedure
within one year of study procedure
Interventions
A video recording of a subject's facial expressions while tasting a sweet, bitter, and neutral flavored liquid will be analyzed using Noldus Facereader 7 software.
A voice recording will be made for the duration of the tasting period.
A 5-point facial hedonic scale will be given to the participant to complete prior to the administration of any test substances and about 5, 10, and 30 minutes after the administration of each test substance.
Participants will be asked a few questions about each test agent after tastings.
Eligibility Criteria
Study participants will be recruited via IRB approved advertisements and from the ACRI database for which subjects have given prior permission to be contacted for research studies. A convenience sample will be comprised of 10 children and/or adolescents ranging in age from 7 to 16 years of age. A total of 13 subjects may be enrolled in the event that a subject is unable to meet criteria and/or needs to withdraw. If the study attains 10 evaluable subjects, then additional participants will not be enrolled.
You may qualify if:
- Participants will be eligible if all of the following criteria is met:
- Verbal assent and parental consent provided.
- Males and females between 7 and ≤16 years of age (n= 3-5 in group 7 to 11 years and n= 4-5 in group 12 to ≤16 years. An additional 3 participants may be recruited if a recording does not produce viable data.)
- Both parent and participant speak English proficiently
You may not qualify if:
- Participants will not be eligible if any of the following criteria is met:
- Unwillingness to participate.
- Participants of Asian ethnicity (N.B. The current FaceReader software cannot correctly identify facial expressions in these children and as a result cannot produce an analysis suitable to this study.14)
- Any medical condition or recent event that would cause a study participant to be unable to taste or swallow study agents.
- Any medical condition, previous surgery, or recent event affecting the tongue or palate that would cause taste alteration or aversion (i.e. ulcerations or infection of the tongue, soft or hard palate).
- Any medical condition or recent event that would preclude a study participant from having an intact sense of smell (i.e. anosmia, history of severe sinus infections, recent upper respiratory infection with congestion).
- Had a dentist visit within 14 days prior to enrollment or the time between enrollment and receipt of study articles.
- Any history of allergy, hypersensitivity, or intolerance to prednisone, sugar, food dyes, or any of the constituents of Ora-Plus.
- Any prior history of cardiac or gastrointestinal problems with the exception of self-limited conditions common to pediatric patients.
- Have ingested any medication or food substance 60 minutes prior to administration of the test articles.
- If the participant is the child or a first-degree relative to any of the investigators.
- Any profound sensory deficit (i.e. vision or hearing) that may interfere with the ability to comply with study related demands.
- Neurocognitive Disorders that could limit interpretation of results and their generalizability.
- History of a chronic illness.
- Use of mouthwash within 24 hours of study visit.
- +1 more criteria
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Arkansas Children's Hospital
Little Rock, Arkansas, 72202, United States
Related Publications (10)
Walsh J, Cram A, Woertz K, Breitkreutz J, Winzenburg G, Turner R, Tuleu C; European Formulation Initiative. Playing hide and seek with poorly tasting paediatric medicines: do not forget the excipients. Adv Drug Deliv Rev. 2014 Jun;73:14-33. doi: 10.1016/j.addr.2014.02.012. Epub 2014 Mar 12.
PMID: 24614069BACKGROUNDMatsui D. Current issues in pediatric medication adherence. Paediatr Drugs. 2007;9(5):283-8. doi: 10.2165/00148581-200709050-00001.
PMID: 17927300BACKGROUNDWollner A, Lecuyer A, De La Rocque F, Sedletzki G, Derkx V, Boucherat M, Elbez A, Gelbert-Baudino N, Levy C, Corrard F, Cohen R. [Acceptability, compliance and schedule of administration of oral antibiotics in outpatient children]. Arch Pediatr. 2011 May;18(5):611-6. doi: 10.1016/j.arcped.2011.02.010. Epub 2011 Mar 21. French.
PMID: 21420838BACKGROUNDWinnick S, Lucas DO, Hartman AL, Toll D. How do you improve compliance? Pediatrics. 2005 Jun;115(6):e718-24. doi: 10.1542/peds.2004-1133.
PMID: 15930200BACKGROUNDSjovall J, Fogh A, Huitfeldt B, Karlsson G, Nylen O. Methods for evaluating the taste of paediatric formulations in children: a comparison between the facial hedonic method and the patients' own spontaneous verbal judgement. Eur J Pediatr. 1984 Feb;141(4):243-7. doi: 10.1007/BF00572770.
PMID: 6734676BACKGROUNDTolia V, Johnston G, Stolle J, Lee C. Flavor and taste of lansoprazole strawberry-flavored delayed-release oral suspension preferred over ranitidine peppermint-flavored oral syrup: in children aged between 5-11 years. Paediatr Drugs. 2004;6(2):127-31. doi: 10.2165/00148581-200406020-00006.
PMID: 15035653BACKGROUNDMennella JA, Spector AC, Reed DR, Coldwell SE. The bad taste of medicines: overview of basic research on bitter taste. Clin Ther. 2013 Aug;35(8):1225-46. doi: 10.1016/j.clinthera.2013.06.007. Epub 2013 Jul 22.
PMID: 23886820BACKGROUNDMennella JA, Reed DR, Roberts KM, Mathew PS, Mansfield CJ. Age-related differences in bitter taste and efficacy of bitter blockers. PLoS One. 2014 Jul 22;9(7):e103107. doi: 10.1371/journal.pone.0103107. eCollection 2014.
PMID: 25050705BACKGROUNDDanner, Lukas, Liudmila Sidorkina, Max Joechl, Klaus Duerrschmid. Make a face! Implicit and explicit measurement of facial expressions elicited by orange juices using face reading technology. Elsevier: Food Quality and Preference. 2013; 32:167-172.
BACKGROUNDLoijens, Leanne, et. al. FaceReader: Reference Manual Version 7. Noldus Information Technology. Wageningen, 2016, pp. 55.
BACKGROUND
Related Links
Biospecimen
Using a sample of saliva or swabbed buccal mucosa, a given DNA sample will be analyzed for allelic variants of a gene (TAS2R38), which controls the expression of the bitter taste receptor in each subject. This analysis will be exploratory in nature and its value would be to investigate any potential genotype-phenotype discordance in a given participant in response to the bitter (Prednisone) test substance. The DNA samples will only be used to assess genomic interactions in taste response.
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Gregory L Kearns, PharmD, PhD
Arkansas Children's Research Institute
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
September 30, 2016
First Posted
October 5, 2016
Study Start
December 1, 2016
Primary Completion
June 1, 2017
Study Completion
June 1, 2017
Last Updated
April 10, 2018
Record last verified: 2018-04
Data Sharing
- IPD Sharing
- Will not share
Individual participant data will not be made available. However, the overall results of the study will be made available.