Implant and initial programming of the Infinity DBS system for this cohort are conducted according to the sites standard of care. After initial programming, all follow-up programming for the first 3 months is conducted using Virtual Clinic or in-clinic as appropriate.

The PGI consists of 2 subscales, the first rating the severity of illness (PGIS) and the second evaluating the change in illness relative to a previous status (PGIC). The PGI scale evaluates all aspects of health and assesses if there has been an improvement or decline in clinical status. The scale consists of two items, one scale rating severity of illness and one rating global improvement. Severity is rated from 1=normal/not at all ill to 7= extremely ill. Global improvement is rated from 1=very much improved to 7=very much worse. The clinical scores of virtual Clinic cohort will be compared to the in-clinic cohort.

The CGI questionnaire is widely used for assessing symptoms and consists of two subscales, one rating severity of illness (CGIS) and one rating global improvement (CGIC) (12-14). Severity is rated from 1 = normal/not at all ill to 7 = among the most extremely ill. Global improvement is rated from 1 = very much improved to 7 = very much worse. The clinical scores of virtual Clinic cohort will be compared to the in-clinic cohort.

The CGI questionnaire is widely used for assessing symptoms and consists of two subscales, one rating severity of illness (CGIS) and one rating global improvement (CGIC) (12-14). Severity is rated from 1 = normal/not at all ill to 7 = among the most extremely ill. Global improvement is rated from 1 = very much improved to 7 = very much worse. The clinical scores of virtual Clinic cohort will be compared to the in-clinic cohort.

PDQ-39 questionnaire is a widely used validated questionnaire to measure PD-specific health status (16-17). The self-administered questionnaire consists of 39 questions and assesses how often the subject has experienced difficulties during the past month due to PD across 8 dimensions including mobility, activities of daily living, emotional well-being, social support, cognition, communication and bodily discomfort. Each question is rated on a 5-point ordinal scoring system ranging from 0=never to 4=always. Each dimension total score ranges from 0 (never have difficulty) to 100 (always have difficulty). The overall score is expressed by a Summary Index. Lower scores reflect better quality of life. The clinical scores of virtual Clinic cohort will be compared to the in-clinic cohort.

PDQ-39 questionnaire is a widely used validated questionnaire to measure PD-specific health status (16-17). The self-administered questionnaire consists of 39 questions and assesses how often the subject has experienced difficulties during the past month due to PD across 8 dimensions including mobility, activities of daily living, emotional well-being, social support, cognition, communication and bodily discomfort. Each question is rated on a 5-point ordinal scoring system ranging from 0=never to 4=always. Each dimension total score ranges from 0 (never have difficulty) to 100 (always have difficulty). The overall score is expressed by a Summary Index. Lower scores reflect better quality of life. The clinical scores of virtual Clinic cohort will be compared to the in-clinic cohort.

LED will be assessed and the values of virtual Clinic cohort will be compared to that of in-clinic cohort.

LED will be assessed and the values of virtual Clinic cohort will be compared to that of in-clinic cohort.

MDS-UPDRS questionnaire is a widely used validated questionnaire to assess the severity of Parkinson's disease. This questionnaire is composed of four sections, however, this study shall only utilize part III: motor examinations consisting of 33 scores based on 18 questions with several right, left or other body distribution scores. Each item is scored from 0 to 4, where 0 indicates normal, 1 indicates slight symptoms, 2 indicates mild symptoms, 3 indicates moderate symptoms, and 4 indicates severe symptoms. The total score is obtained from the sum of the corresponding item scores. Higher scores indicate greater impact of PD symptoms. The clinical scores of virtual Clinic cohort will be compared to the in-clinic cohort.

Subjects will be provided with a home monitoring kit consisting of a smart watch and smart phone and will be instructed on how to use and charge the devices in order to monitor the prevalence and severity of tremor during activities of daily living. The supplied smart phone will also provide a diary function that subjects will use to maintain notes on symptoms and medications. The smart watch data provides time stamped data indicating the presence of tremor, and its severity (slight (< 0.1 cm), mild (0.1-0.6 cm), moderate (0.6-2.2 cm),strong (>2.2 cm) and absent during each one-minute interval). The Home Monitoring equipment is validated against physician assessments of tremor. Home Monitoring data is uploaded and stored in a secured cloud server.

Subjects will be provided with a home monitoring kit consisting of a smart watch and smart phone and will be instructed on how to use and charge the devices in order to monitor the prevalence and severity of dyskinesia during activities of daily living. The supplied smart phone will also provide a diary function that subjects will use to maintain notes on symptoms and medications. The smart watch data provides the % of time in each 15 minute interval the subject experiences dyskinesia. The Home Monitoring equipment is validated against physician assessments of dyskinesia. Home Monitoring data is uploaded and stored in a secured cloud server.

"On Time" (time each day without troublesome symptoms or side effects) will be assessed by summing the daily intervals where Home Monitoring data does not measure tremor or dyskinesia

The number of hospitalizations and ER visits will be assessed

Time to resolve programming related adverse events will be assessed