Next Article in Journal
Cerebral Diseases in Liver Transplant Recipients: Systematic Review of Clinical Evidence
Previous Article in Journal
Temporal Change in Renoprotective Effect of Tolvaptan on Patients with Heart Failure: AURORA Study
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Standardized Clinical Profiling in Spanish Patients with Chronic Tinnitus

by
Elisheba Haro-Hernandez
1,2,3,†,
Patricia Perez-Carpena
2,3,4,5,†,
Vishnu Unnikrishnan
6,
Myra Spiliopoulou
6 and
Jose A. Lopez-Escamez
2,3,4,5,7,*
1
Department of Otorhinolaryngology, Hospital Clinico Universitario San Cecilio, 18016 Granada, Spain
2
Otology & Neurotology Group CTS 495, Department of Genomic Medicine, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, 18016 Granada, Spain
3
Instituto de Investigacion Biosanitaria (ibs. GRANADA), Universidad de Granada, 18012 Granada, Spain
4
Sensorineural Pathology Programme, Centro de Investigación Biomédica en Red en Enfermedades Raras, CIBERER, 28029 Madrid, Spain
5
Department of Otolaryngology, Hospital Universitario Virgen de las Nieves, 18014 Granada, Spain
6
Knowledge Management and Discovery Lab, Otto-von-Guericke University Magdeburg, 39120 Magdeburg, Germany
7
Division of Otolaryngology, Department of Surgery, University of Granada, 18016 Granada, Spain
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
J. Clin. Med. 2022, 11(4), 978; https://doi.org/10.3390/jcm11040978
Submission received: 30 December 2021 / Revised: 7 February 2022 / Accepted: 11 February 2022 / Published: 13 February 2022
(This article belongs to the Topic Brain, Hearing and Tinnitus Science)

Abstract

Background: Tinnitus is a heterogeneous condition. The aim of this study as to compare the online and hospital responses to the Spanish version of European School for Interdisciplinary Tinnitus Research screening-questionnaire (ESIT-SQ) in tinnitus individuals by an unsupervised age clustering. Methods: A cross-sectional study was performed including 434 white Spanish patients with chronic tinnitus to assess the demographic and clinical profile through the ESIT-SQ, with 204 outpatients and 230 individuals from an online survey; a K-means clustering algorithm was used to classify both responses according to age. Results: Online survey showed a high proportion of Meniere’s disease (MD) patients compared to both the general population and the outpatient cohort. The responses showed statistically significant differences between groups regarding education level, tinnitus-related hearing disorders (MD, hyperacusis), sleep difficulties, dyslipidemia, and other tinnitus characteristics, including duration, type of onset, the report of mitigating factors and the use of treatments. However, these differences were partially confirmed after adjusting for age. Conclusions: Self-reported tinnitus surveys are a low confidence source for tinnitus phenotyping. Additional clinical evaluation is needed for tinnitus research to reach the diagnosis. Age-based cluster analysis might help to better define clinical profiles and to compare responses in ESIT-SQ among subgroups of patients with tinnitus.
Keywords: tinnitus; k-clustering; machine learning; ESIT screening questionnaire tinnitus; k-clustering; machine learning; ESIT screening questionnaire

Share and Cite

MDPI and ACS Style

Haro-Hernandez, E.; Perez-Carpena, P.; Unnikrishnan, V.; Spiliopoulou, M.; Lopez-Escamez, J.A. Standardized Clinical Profiling in Spanish Patients with Chronic Tinnitus. J. Clin. Med. 2022, 11, 978. https://doi.org/10.3390/jcm11040978

AMA Style

Haro-Hernandez E, Perez-Carpena P, Unnikrishnan V, Spiliopoulou M, Lopez-Escamez JA. Standardized Clinical Profiling in Spanish Patients with Chronic Tinnitus. Journal of Clinical Medicine. 2022; 11(4):978. https://doi.org/10.3390/jcm11040978

Chicago/Turabian Style

Haro-Hernandez, Elisheba, Patricia Perez-Carpena, Vishnu Unnikrishnan, Myra Spiliopoulou, and Jose A. Lopez-Escamez. 2022. "Standardized Clinical Profiling in Spanish Patients with Chronic Tinnitus" Journal of Clinical Medicine 11, no. 4: 978. https://doi.org/10.3390/jcm11040978

APA Style

Haro-Hernandez, E., Perez-Carpena, P., Unnikrishnan, V., Spiliopoulou, M., & Lopez-Escamez, J. A. (2022). Standardized Clinical Profiling in Spanish Patients with Chronic Tinnitus. Journal of Clinical Medicine, 11(4), 978. https://doi.org/10.3390/jcm11040978

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop