This pilot study will use novel technologies to collect information about the patient experience before and early after starting Fasenra (benralizumab) as standard of care for severe uncontrolled asthma in a real-world setting, to determine how the experience changes over time. Any detection of an early, subjective first-dose effect in this pilot study will be further validated in a larger follow-up study.
PRIMARY OBJECTIVE: Explore the use of novel technologies to detect early changes in quality of life (QoL) within the first 4 weeks after first dose of Fasenra for the treatment of severe uncontrolled asthma. ENDPOINTS: Improvement in QoL measures, and physical and mental well-being as assessed by an increase in positive facial expressions, positive keywords, and quality of life biomarkers, with a decrease in asthma symptoms and improvement in FEV1 and PEF within the first 4 weeks after beginning Fasenra. TARGET POPULATION: Individuals aged 18-75 years with severe asthma uncontrolled (ACQ \>=1.5) on current medications (HD-ICS/LABA with/without other maintenance therapies except biologics). Patients beginning Fasenra asstandard of care as specified by NICE guidelines. STUDY DURATION: The study duration per patient will be approximately 6 weeks from the enrolment visit to end of recorded data. Subjects will record data for 2 weeks prior to their first injection with Fasenra and then for 4 more weeks post-injection. PROCEDURESPatients will be required to visit the study site 3 times (enrolment and onboarding visit, Fasenra injection visit, last visit), and perform daily tasks at home in between site visits
Study Type
OBSERVATIONAL
Enrollment
5
Sentiment score
Evaluate if the PROACT system can detect early signs of changes in quality of life (QoL) using sentiment analysis to determine changes in peoples' emotions as a subjective measure of first-dose effects of a medication. the score should be the positivity of the expression, scaled from 0 (the most negative) to 1.0 (totally positive).
Time frame: 6 weeks from baseline
Emotion confidence score
Evaluate if the PROACT system can detect early signs of changes in quality of life (QoL) using emotion confidence score to determine changes in peoples' emotions as a subjective measure of first-dose effects of a medication. Emotion confidence score should be the confidence (probability) of the predicted emotion given by the machine learning model. The scores will be scaled proportionally to have a sum of 1.0 for each frame of the video.
Time frame: 6 weeks from baseline
Key phrase extraction
Evaluate if the PROACT system can detect early signs of changes in quality of life (QoL) using key phrase extraction to determine changes in peoples' emotions as a subjective measure of first-dose effects of a medication. Key phrase extraction is a descriptive summary of the video message recorded.
Time frame: 6 weeks from baseline
Message analysis
Evaluate if the PROACT system can detect early signs of changes in quality of life (QoL) using message analysis to determine changes in peoples' emotions as a subjective measure of first-dose effects of a medication. The message analysis will define: The topic - what it is that the participant is trying to share. This is coded using an evolving, hierarchical, lexicon. The impact - if reported, the impact that this is having on the participant is also coded. An interpreted impact color scale (green-amber-red) is also applied by the analysts to aid quick identification of the most, and least, impactful things. The outcome - if reported, what the person did as a result of what happened. This is also coded so that it can also be aggregated across patients.
Time frame: 6 weeks from baseline
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PEF
Association between any onset of effect seen for PROACT measures and lung function (PEF, Peak Expiratory Flow) measurements. it can either be measured in L/sec or L/min .
Time frame: 6 weeks
FEV1
Association between any onset of effect seen for PROACT measures and lung function (FEV1, Forced Expiratory Volume in 1 Second) measurements. Measured in liters.
Time frame: 6 weeks
FEV1/FVC
Association between any onset of effect seen for PROACT measures and lung function (FEV1/FVC (forced vital capacity), ratio of FEV1 to FVC ) measurements. Can be expressed as a percentage or ratio.
Time frame: 6 weeks
ACQ-6 Score
Association between any onset of effect seen for PROACT measures and PRO ACQ-6, using the ACQ-6 score. Patients are asked to recall how their asthma has been during the previous week by responding to 6 questions. Questions are weighted equally and scored from 0 (totally controlled) to 6 (severely uncontrolled). The mean ACQ-6 score is the mean of the responses. Mean scores of ≤0.75 indicate well-controlled asthma, scores between 0.75 and \<1.5 indicate partly controlled asthma, and a score ≥1.5 indicates not well-controlled asthma.
Time frame: 6 weeks
SGRQ Score
Association between any onset of effect seen for PROACT measures and PRO SQRQ, using the SGRQ Score. The SGRQ is a 50-item PRO instrument developed to measure the health status of patients with airway obstruction diseases. The questionnaire is divided into 2 parts: part 1 consists of 8 items pertaining to the severity of respiratory symptoms in the preceding 4 weeks; part 2 consists of 42 items related to the daily activity and psychosocial impacts of the individual's respiratory condition. The SGRQ yields a total score and 3 domain scores (symptoms, activity, and impacts). The total score indicates the impact of disease on overall health status. This total score is expressed as a percentage of overall impairment, in which 100 represents the worst possible health status and 0 indicates the best possible health status. Likewise, the domain scores range from 0 to 100, with higher scores indicative of greater impairment.
Time frame: 4 weeks from Fasenra injection
daily UMotif measure
Association between any onset of effect seen in the daily uMotif measures and the ACQ-6 and SQRQ/lung function measurements will be assessed. The UMotif Quality of Life questionnaire consists of 10 separate 5 point Likert scale questions. Of these, 8 are required questions, and the remaining 2 are chosen at enrolment by patients from a choice of 4 possible questions. Responses to each of these questions will be compared to their own baseline at enrolment to derive personalized metrics. A composite metric will also be created by appropriately combining the individual question responses. The required 8 questions will be summarized descriptively by day. The 2 optional questions that patients report daily will be reported descriptively.
Time frame: 6 weeks