Abstract
Purpose
As Huntington disease (HD) progresses, speech and swallowing difficulties become more profound. These difficulties have an adverse effect on health-related quality of life (HRQOL), thus psychometrically robust measures of speech and swallowing are needed to better understand the impact of these domains across the course of the disease. Therefore, the purpose of this study is to establish the clinical utility of two new patient-reported outcome measures (PROs), HDQLIFE Speech Difficulties and HDQLIFE Swallowing Difficulties.
Methods
Thirty-one participants with premanifest or manifest HD, and 31 age- and sex-matched healthy control participants were recruited for this study. Participants completed several PROs [HDQLIFE Speech Difficulties, HDQLIFE Swallowing Difficulties, Communication Participation Item Bank (CPIB)], as well as several clinician-rated assessments of speech and functioning. A computational algorithm designed to detect features of spoken discourse was also examined. Analyses were focused on establishing the reliability and validity of these new measures.
Results
Internal consistency was good for Swallowing (Cronbach’s alpha = 0.89) and excellent for Speech and the CPIB (both Cronbach’s alpha ≥ 0.94), and convergent/discriminant validity was supported. Known groups validity for the PROs was supported by significant group differences among control participants and persons with different stages of HD (all p < 0.0001). All PROs were able to distinguish those with and without clinician-rated dysarthria (likelihood ratios far exceeded the threshold for clinical decision making [all ≥ 3.28]).
Conclusions
Findings support the clinical utility of the HDQLIFE Speech and Swallowing PROs and the CPIB for use across the HD disease spectrum. These PROs also have the potential to be clinically useful in other populations.
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References
Ho, L. W., et al. (2001). The molecular biology of Huntington’s disease. Psychological Medicine, 31(1), 3–14.
The Huntington’s Disease Collaborative Research Group. (1993). A novel gene containing a trinucleotide repeat that is expanded and unstable on Huntington’s disease chromosomes. Cell, 72, 971–983.
Ross, C. A., et al. (2014). Huntington disease: Natural history, biomarkers and prospects for therapeutics. Nature Reviews Neurology, 10(4), 204–216.
Squitieri, F., et al. (2015). Epidemiology of Huntington disease: First post-HTT gene analysis of prevalence in Italy. Clinical Genetics, 89, 367–370.
Evans, S. J. W., et al. (2013). Prevalence of adult Huntington’s disease in the UK based on diagnoses recorded in general practice records. Journal of Neurology Neurosurgery and Psychiatry, 84(10), 1156–1160.
Carlozzi, N. E., et al. (2016). HDQLIFE: Development and assessment of health-related quality of life in Huntington disease (HD). Quality of Life Research, 25(10), 212–225.
Young, A. B., et al. (2011). Huntington’s disease in Venezuela: Neurologic features and functional decline. Neurology, 76(17), 1484–1484.
Hertrich, I., & Ackermann, H. (1994). Acoustic analysis of speech timing in Huntington’s disease. Brain and Language, 47(2), 182–196.
Skodda, S., et al. (2014). Impaired motor speech performance in Huntington’s disease. Journal of Neural Transmission, 121(4), 399–407.
Rusz, J., et al. (2015). Automatic evaluation of speech rhythm instability and acceleration in dysarthrias associated with basal ganglia dysfunction. Frontier in Bioengineering and Biotechnology, 3, 104.
Rusz, J., et al. (2013). Objective acoustic quantification of phonatory dysfunction in Huntington’s disease. PLoS ONE, 8(6), e65881.
Hartelius, L., et al. (2003). Speech disorders in mild and moderate Huntington disease: Results of dysarthria assessments of 19 individuals. Journal of Medical Speech-Language Pathology, 11(1), 1–14.
Diehl, S.K., et al. 2017. Speech perceptual characteristics of individuals with dysarthria secondary to Huntington’s disease, in American Speech Language Hearing Association Annual National Convention. Los Angeles, CA.
Murray, L. L. (2000). Spoken language production in Huntington’s and Parkinson’s diseases. Journal of Speech, Language, and Hearing Research, 43(6), 1350–1366.
Murray, L. L., & Stout, J. C. (1999). Discourse comprehension in Huntington’s and Parkinson’s diseases. American Journal of Speech-Language Pathology, 8(2), 137–148.
Murray, L. L., & Lenz, L. P. (2001). Productive syntax abilities in Huntington’s and Parkinson’s diseases. Brain and Cognition, 46(1–2), 213–219.
Saldert, C., et al. (2010). Comprehension of complex discourse in different stages of Huntington’s disease. Int J Lang Commun Disord, 45(6), 656–669.
Gagnon, M., Barrette, J., & Macoir, J. (2018). Language Disorders in Huntington Disease: A Systematic Literature Review. Cognitive and Behavioral Neurology, 31(4), 179–192.
Kargieman, L., et al. (2014). Motor-language coupling in Huntington’s disease families. Frontiers in Aging Neuroscience. https://doi.org/10.3389/fnagi.2014.00122.
Azambuja, M. J., et al. (2007). Semantic, phonologic, and verb fluency in Huntington’s disease. Dementia & Neuropsychologia, 1(4), 381–385.
Frank, E. M., McDade, H. L., & Scott, W. K. (1996). Naming in dementia secondary to Parkinson’s, Huntington’s, and Alzheimer’s diseases. Journal of Communication Disorders, 29(3), 183–197.
Azambuja, M. J., et al. (2012). Language impairment in Huntington’s disease. Arquivos de Neuro-Psiquiatria, 70(6), 410–415.
Chenery, H. J., Copland, D. A., & Murdoch, B. E. (2002). Complex language functions and subcortical mechanisms: Evidence from Huntington’s disease and patients with non-thalamic subcortical lesions. International Journal of Language & Communication Disorders, 37(4), 459–474.
Stout, J. C., et al. (2011). Neurocognitive signs in prodromal Huntington disease. Neuropsychology, 25(1), 1–14.
Nemeth, D., et al. (2012). Language deficits in pre-symptomatic Huntington’s disease: Evidence from Hungarian. Brain and Language, 121(3), 248–253.
Chan, J. C. S., Stout, J. C., & Vogel, A. P. (2019). Speech in prodromal and symptomatic Huntington’s disease as a model of measuring onset and progression in dominantly inherited neurodegenerative diseases. Neuroscience and Biobehavioral Reviews, 107, 450–460.
Heemskerk, A. W., & Roos, R. A. C. (2011). Dysphagia in Huntington’s disease: A review. Dysphagia, 26(1), 62–66.
de Tommaso, M., et al. (2015). Dysphagia in Huntington’s Disease: Correlation with clinical features. European Neurology, 74(1–2), 49–53.
Andrich, J. E., et al. (2009). Upper gastrointestinal findings in Huntington’s disease: Patients suffer but do not complain. Journal of Neural Transmission (Vienna), 116(12), 1607–1611.
Huntington Study Group. (1996). Unified Huntington’s Disease Rating Scale: Reliability and consistency. Movement Disorders, 11(2), 136–142.
Skodda, S., et al. (2014). Impaired motor speech performance in premotor stages of Huntington’s disease (HD). Movement Disorders, 29, S217–S217.
Manor, Y., et al. (2019). Dysphagia characteristics in Huntington’s disease patients: Insights from the Fiberoptic Endoscopic Evaluation of Swallowing and the Swallowing Disturbances Questionnaire. Cns Spectrums, 24(4), 413–418.
Heemskerk, A. W., et al. (2014). The Huntington’s Disease Dysphagia Scale. Movement Disorders, 29(10), 1312–1316.
Hamilton, A., et al. (2012). Management of speech, language and communication difficulties in Huntington’s disease. Neurodegenerative Disease Management. https://doi.org/10.2217/nmt.11.78.
Barkmeier-Kraemer, J. M., & Clark, H. M. (2017). Speech-language pathology evaluation and management of hyperkinetic disorders affecting speech and swallowing function. Tremor and Other Hyperkinetic Movements 7 (N Y), 7, 489.
Carlozzi, N. E., et al. (2016). HDQLIFE: the development of two new computer adaptive tests for use in Huntington disease, Speech Difficulties, and Swallowing Difficulties. Quality of Life Research, 25(10), 2417–2427.
Lai, J. S., et al. (2011). How item banks and its applications can influence measurement practice in rehabilitation medicine: A PROMIS fatigue item bank example. Archives of Physical Medicine and Rehabilitation, 92(Supp 1), S20–S27.
Carlozzi, N. E., et al. (2017). Patient-reported outcomes in Huntington disease: Neuro-QOL and HDQLIFE Physical Function Measures. Movement Disorders, 32(7), 1096–1102.
Carlozzi, N. E., et al. (2020). HDQLIFE and neuro-QoL physical function measures: Responsiveness in persons with Huntington’s disease. Movement Disorders, 35(2), 326–336.
Hanauer, D. A., et al. (2015). Supporting information retrieval from electronic health records: A report of University of Michigan’s nine-year experience in developing and using the Electronic Medical Record Search Engine (EMERSE). Journal of Biomedical Informatics, 55, 290–300.
CHDI Foundation. Enroll-HD. 2014 [cited 2017 September 20]. Retrieved from https://www.enroll-hd.org/.
Reilly, J., & Fisher, J. L. (2012). Sherlock Holmes and the strange case of the missing attribution: A historical note on “The Grandfather Passage”. Journal of Speech, Language, and Hearing Research, 55, 84–88.
Van Riper, C. (1963). Speech correction: Principles and methods (4th ed.). Englewood Cliffs, NJ: Prentice-Hall.
Cohen, R. (1988). Statistical power analysis for the behavioral sciences (2nd edition) (2nd ed.). Hillsdale, MI: Lawrence Erlbaum Associates.
Patel, R. R., et al. (2018). Recommended protocols for instrumental assessment of voice: American Speech-Language-Hearing Association Expert panel to develop a protocol for instrumental assessment of vocal function. American Journal of Speech-Language Pathology, 27(3), 887–905.
Maryn, Y., et al. (2009). Acoustic measurement of overall voice quality: A meta-analysisa). The Journal of the Acoustical Society of America, 126(5), 2619–2634.
Carlozzi, N. E., et al. (2017). Patient-reported outcomes in Huntington’s disease: Quality of life in neurological disorders (Neuro-QoL) and Huntington’s disease health-related quality of life (HDQLIFE) physical function measures. Movement Disorders, 32(7), 1096–1102.
Carlozzi, N. E., et al. (2016). HDQLIFE: Development and assessment of health-related quality of life in Huntington disease (HD). Quality of Life Research, 25(10), 2441–2455.
Baylor, C., et al. (2013). The Communicative Participation Item Bank (CPIB): Item Bank calibration and development of a disorder-generic short form. Journal of Speech Language and Hearing Research, 56(4), 1190–1208.
Rabin, R., & de Charro, F. (2001). EQ-5D: a measure of health status from the EuroQol Group. Annals of Medicine, 33(5), 337–343.
Brazier, J. E., et al. (1996). Using the SF-36 and Euroqol on an elderly population. Quality of Life Research, 5(2), 195–204.
Luo, N., et al. (2005). Self-reported health status of the general adult U.S. population as assessed by the EQ-5D and Health Utilities Index. Medical Care, 43(11), 1078–1086.
Fryback, D. G., et al. (2007). US norms for six generic health-related quality-of-life indexes from the National Health Measurement study. Medical Care, 45(12), 1162–1170.
Johnson, J. A., & Coons, S. J. (1998). Comparison of the EQ-5D and SF-12 in an adult US sample. Quality of Life Research, 7(2), 155–166.
Dyer, M. T., et al. (2010). A review of health utilities using the EQ-5D in studies of cardiovascular disease. Health and Quality of Life Outcomes, 8, 13.
Calvert, M. J., Freemantle, N., & Cleland, J. G. (2005). The impact of chronic heart failure on health-related quality of life data acquired in the baseline phase of the CARE-HF study. European Journal of Heart Failure, 7(2), 243–251.
Dorman, P., et al. (1998). Qualitative comparison of the reliability of health status assessments with the EuroQol and SF-36 questionnaires after stroke. United Kingdom Collaborators in the International Stroke Trial. Stroke, 29(1), 63–68.
Hurst, N. P., et al. (1997). Measuring health-related quality of life in rheumatoid arthritis: Validity, responsiveness and reliability of EuroQol (EQ-5D). British Journal of Rheumatology, 36(5), 551–559.
Carlozzi, N. E., et al. (2015). Validity of the 12-item World Health Organization Disability Assessment Schedule 2.0 (WHODAS 2.0) in individuals with Huntington disease (HD). Quality of Life Research, 24(8), 1963–1971.
Ustun, T. B., et al. (2010). Developing the World Health Organization Disability Assessment Schedule 2.0. Bulletin of the World Health Organization, 88, 815–823.
Kim, J.I., et al., Performance of the 12-item WHODAS 2.0 in prodromal Huntingon disease. European Journal of Human Genetics, In Press.
Downing, N. R., et al. (2013). WHODAS 2.0 in prodromal Huntington disease: measures of functioning in neuropsychiatric disease. European Journal of Human Genetics, 22(8), 958–963.
Sousa, R. M., et al. (2010). Measuring disability across cultures–the psychometric properties of the WHODAS II in older people from seven low- and middle-income countries. The 10/66 Dementia Research Group population-based survey. International Journal of Methods in Psychiatric Research, 19(1), 1–17.
Rehm, J., et al. (2006). On the development and psychometric testing of the WHO screening instrument to assess disablement in the general population. International Journal of Methods in Psychiatric Research, 8(2), 110–122.
Andrews, G., et al. (2009). Normative data for the 12 item WHO Disability Assessment Schedule 2.0. PLoS ONE, 4(12), e8343.
Carlozzi, N. E., et al. (2014). Understanding the outcomes measures used in Huntington disease pharmacological trials: A systematic review. Journal of Huntington’s Disease, 3(3), 233–252.
Shoulson, I., Kurlan, R., & Rubin, A. J. (1989). Assessment of functional capacity in neurodegenerative movement disorders: Huntington’s disease as a prototype. In T. L. Munsat (Ed.), Quantification of Neurological Deficit (pp. 271–283). Boston: Butterworths.
Perez, M., et al. (2018). Classification of Huntington Disease using acoustic and lexical features (pp. 1898–1902). Shanghai: Interspeech.
MacWhinney, B. (2000). The CHILDES Project: Tools for Analyzing Talk (3rd ed.). Mahwah, NJ: Lawrence Erlbaum Associates.
Liu, D., et al. (2015). Motor onset and diagnosis in Huntington disease using the diagnostic confidence level. Journal of Neurology, 262(12), 2691–2698.
Marder, K., et al. (2000). Rate of functional decline in Huntington’s disease. Neurology, 54(2), 452–452.
Gershon, R. C., et al. (2010). The use of PROMIS and assessment center to deliver patient-reported outcome measures in clinical research. Journal of Applied Measurement, 11(3), 304–314.
Fisher, R. (1922). On the Interpretation of χ2 from Contingency Tables, and the Calculation of P. Journal of the Royal Statistical Society, 85(1), 8.
Cronbach, L. G. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16, 297–334.
Cohen, R., & Swerdlik, M. (2010). Psychological testing and assessment. Burr Ridge,IL: McGraw-Hill.
Tavakol, M., & Dennick, R. (2011). Post-examination analysis of objective tests. Medical Teacher, 33(6), 447–458.
Weir, J. P. (2005). Quantifying test-retest reliability using the intraclass correlation coefficient and the SEM. The Journal of Strength & Conditioning Research, 19(1), 231–240.
Beckerman, H., et al. (2001). Smallest real difference, a link between reproducibility and responsiveness. Quality of Life Research, 10, 571–578.
Beaton, D. E., et al. (2001). Looking for important change/differences in studies of responsiveness. OMERACT MCID Working Group. Outcome Measures in Rheumatology. Minimal Clinically Important Difference. The Journal of rheumatology, 28(2), 400–405.
Flansbjer, U., et al. (2005). Reliability of gait performance tests in men and women with hemiparesis after stroke. Journal of Rehabilitation Medicine, 37, 75–82.
Cramer, D., & Howitt, D. L. (2004). The Sage dictionary of statistics. Thousand Oaks, CA: SAGE.
Andresen, E. M. (2000). Criteria for assessing the tools of disability outcomes research. Archives of Physical Medicine and Rehabilitation, 81(12 Suppl 2), S15–S20.
Campbell, D. T., & Fiske, D. W. (1959). Convergent and discriminant validation by the multitrait-multimethod matrix. Psychological Bulletin, 56(2), 81–105.
Metz, C. (1978). Basic principles of ROC analysis. Seminars in Nuclear Medicine, 8(4), 283–298.
Youngstrom, E. (2014). A primer on receiver operating characteristic analysis and diagnostic efficiency statistics for pediatric psychology: We are ready to ROC. Journal of Pediatric Psychology, 39(2), 204–211.
Zweig, M., & Campbell, G. (1993). Receiver-Operating Characteristic (ROC) Plots: A fundamental evaluation tool in clinical medicine. Clinical Chemistry, 39(4), 561–577.
Youden, W. (1950). Index for rating diagnostic tests. Cancer, 3(1), 32–35.
Grimes, D. A., & Schulz, K. F. (2005). Refining clinical diagnoses with likelihood ratios. Lancet, 365, 1500–1505.
Faul, F., et al. G*Power Version 3.1.7. [Computer Software] 2013. Retrieved from https://www.psycho.uni-duesseldorf.de/abteilungen/aap/gpower3/download-and-register.
Solutions, S. Sample Size Write-up. [WWW document] 2013. Retrieved from https://www.statisticssolutions.com/resources/sample-size-calculator/anova-select-groups/anova-4-groups/.
McCusker, E., & Loy, C. T. (2014). The many facets of unawareness in Huntington disease. Tremor and Other Hyperkinetic Movements (N Y), 4, 257.
Deckel, A. W., & Morrison, D. (1996). Evidence of a neurologically based “denial of illness” in patients with Huntington’s disease. Archives of Clinical Neuropsychology, 11(4), 295–302.
Vitale, C., et al. (2001). Unawareness of dyskinesias in Parkinson’s and Huntington’s diseases. Neurological Sciences, 22(1), 105–106.
Chatterjee, A., et al. (2005). A comparison of self-report and caregiver assessment of depression, apathy, and irritability in Huntington’s disease. Journal of Neuropsychiatry and Clinical Neurosciences, 17(3), 378–383.
Duff, K., et al. (2010). “Frontal” behaviors before the diagnosis of Huntington’s disease and their relationship to markers of disease progression: Evidence of early lack of awareness. Journal of Neuropsychiatry and Clinical Neurosciences, 22(2), 196–207.
Lu, F. L., & Matteson, S. (2014). Speech tasks and interrater reliability in perceptual voice evaluation. Journal of Voice, 28(6), 725–732.
Speyer, R., et al. (2010). Maximum phonation time: Variability and reliability. Journal of Voice, 24(3), 281–284.
Acknowledgements
We thank the Investigators and Coordinators of this study, the study participants, the Huntington Study Group, and the Huntington’s Disease Society of America.
Funding
This work was supported by the National Institutes of Health (NIH), National Center for Advancing Translational Sciences (Grant No. UL1TR000433). In addition, a portion of this study sample was collected in conjunction with National Institutes of Health (NIH), National Institute of Neurological Disorders and Stroke (Grant No. R01BS077946) and/or Enroll-HD (funded by the CHDI Foundation). Lastly, this work was also supported by the National Science Foundation (Grant No. CAREER-1651740).
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Carlozzi, N.E., Boileau, N.R., Roberts, A. et al. Understanding speech and swallowing difficulties in individuals with Huntington disease: Validation of the HDQLIFE Speech Difficulties and Swallowing Difficulties Item Banks. Qual Life Res 30, 251–265 (2021). https://doi.org/10.1007/s11136-020-02608-0
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DOI: https://doi.org/10.1007/s11136-020-02608-0