The investigators will establish how well a novel, quick, and painless way of measuring muscle activity from the mouth and throat works for detecting sleep apnea. This technology is called transmembraneous electromyography (tmEMG). Leveraging two technologies, a new probe capable of recording muscle activity by lightly touching the muscle, as well as a machine learning model for signal interpretation, the investigators will conduct an initial observational feasibility study in phase 1, followed by a larger observational cohort study in phase 2 to assess the performance of deep learning enhanced tmEMG. The study will address a critical unmet need in sleep apnea diagnostics: the availability of an inexpensive, accurate diagnostic test for screening at point of care.
BREATH: Breakthrough Research in Electromyography for the Assessment of Sleep-disordered BreaTHing
Given night-to-night variability and/or changes in OSA severity over time, study participants will undergo a 2-night home sleep test to verify the results of a prior sleep test as part of our screening activities. After verifying that the results of the home sleep test are concordant with the participant's previously administered clinical sleep study, they will be brought to the study clinic. Participants from both arms will undergo testing of four oropharyngeal muscles: left and right palatoglossus, left and right genioglossus. Using the transmembranous electromyography (tmEMG) probe, recordings will be obtained from each muscle using various provocative maneuvers. For the palatoglossus, recordings will be obtained during normal shallow inspiration as well as deep forceful inspiration. For the genioglossus, recordings will be obtained during maximal voluntary contraction as well sub-maximal voluntary contraction of the tongue against resistance (either the buccal mucosa or the front incisors).
