Discriminating Parkinson’s disease patients from healthy controls using nasal respiratory airflow

Michal Andelman-Gur, Kobi Snitz, Danielle Honigstein, Aharon Weissbrod, Timna Soroka, Aharon Ravia, Lior Gorodisky, Liron Pinchover, Adi Ezra, Neomi Hezi, Tanya Gurevich, Noam Sobel

Research output: Contribution to journalArticlepeer-review

Abstract

Background : Breathing patterns may inform on health. We note that the sites of earliest brain damage in Parkinson’s disease (PD) house the neural pace-makers of respiration. We therefore hypothesized that ongoing long-term temporal dynamics of respiration may be altered in PD. Methods : We applied a wearable device that precisely logs nasal airflow over time in 28 PD patients (mostly H&Y stage-II) and 33 matched healthy controls. Each participant wore the device for 24 h of otherwise routine daily living. Results : We observe significantly altered temporal patterns of nasal airflow in PD, where inhalations are longer and less variable than in matched controls (mean PD = −1.22 ± 1.9 (combined respiratory features score), Control = 1.04 ± 2.16, Wilcoxon rank-sum test, z = −4.1, effect size Cliff’s δ = −0.61, 95% confidence interval = −0.79 – (−0.34), P = 4.3 × 10−5). The extent of alteration is such that using only 30 min of recording we detect PD at 87% accuracy (AUC = 0.85, 79% sensitivity (22 of 28), 94% specificity (31 of 33), z = 5.7, p = 3.5 × 10−9), and also predict disease severity (correlation with UPDRS-Total score: r = 0.49; P = 0.008). Conclusions : We conclude that breathing patterns are altered by H&Y stage-II in the disease cascade, and our methods may be further refined in the future to provide an indication with diagnostic and prognostic value.

Original languageEnglish
Article number233
JournalCOMMUNICATIONS MEDICINE
Volume4
Issue number1
DOIs
StatePublished - 14 Nov 2024

All Science Journal Classification (ASJC) codes

  • Public Health, Environmental and Occupational Health
  • Internal Medicine
  • Epidemiology
  • Medicine (miscellaneous)
  • Assessment and Diagnosis

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