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Assessment of Wearable Sensors During Experimental Human Influenza Infection (Sigma Plus)

Assessment of Wearable Sensors During Experimental Human Influenza Infection (Sigma Plus)

Status
Completed
Phases
NA
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT04204993
Enrollment
20
Registered
2019-12-19
Start date
2020-02-11
Completion date
2021-05-17
Last updated
2023-08-21

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Influenza A H3N2

Keywords

Influenza A H3N2

Brief summary

The aim of the study is to investigate disease in volunteers deliberately infected with influenza A(H3N2), including biological markers of inflammation and immune response, and changes in physiological parameters including heart rate, respiratory rate, physical activity, oxygen saturation and electrocardiographic data during the onset of influenza infection. Ultimately, this may lead to prediction of symptomatic disease at an earlier stage to allow more effective interventions. The experimental medicine study design will involve human influenza infection challenge, whereby volunteers will be inoculated with influenza virus and monitored in hospital for 10 days as they develop and get better from flu. Continuously-monitoring wearable physiological sensors will be given to the participants 7 days before this and worn continuously until the end of the flu infection.

Detailed description

Influenza ('flu') is one of the most common causes of severe lung infection. Seasonal flu affects between 10 and 46% of the population each year and causes around 12 deaths in every 100,000 people infected. Furthermore, new strains of flu viruses emerge unpredictably every few years, causing pandemics that spread rapidly across the world. Since currently available antiviral drugs and vaccines cannot prevent these outbreaks, it is essential to be able to identify flu infections at an early stage to enable rapid treatment of individuals and implementation of public health measures. The aim of the study is to investigate disease in volunteers deliberately infected with influenza A(H3N2), including biological markers of inflammation and immune response, and changes in physiological parameters including heart rate, respiratory rate, physical activity, oxygen saturation and electrocardiographic data during the onset of influenza infection. To achieve this, the investigators will recruit healthy volunteers and inoculate them with a flu virus, after which they will be observed in hospital while they develop a cold. Each volunteer will be given a number of devices that they will wear before and during infection. In addition, they will have blood and nasal samples taken to examine the way their immune system responds to infection. The resulting data will be analysed to see if the sensors data correlate with the onset of infection and these will be compared with measures of the immune response. Ultimately, the investigators anticipate that optimised sensor data from devices to be developed may be useful in rapidly detecting when someone is about to develop flu infection, so that they can quickly be treated and outbreaks may be identified at an early stage.

Interventions

DEVICELumee Oxygen Platform

Two sensors will be inserted (one in the skin fo the upper arm and one on the side of the chest). A wireless patch reader is placed on top of the skin over the area where the sensor has been placed to measure local oxygen content.

Sponsors

Duke University
CollaboratorOTHER
RTI International
CollaboratorOTHER
Defense Advanced Research Projects Agency
CollaboratorFED
Imperial College London
Lead SponsorOTHER

Study design

Allocation
NA
Intervention model
SINGLE_GROUP
Primary purpose
BASIC_SCIENCE
Masking
NONE

Intervention model description

Biological: Influenza A/Belgium/4217/2015 at a dose of 5x105 TCID50 in a volume of 0.5 milliliters via intranasal drops

Eligibility

Sex/Gender
ALL
Age
18 Years to 55 Years
Healthy volunteers
Yes

Inclusion criteria

* Healthy persons aged 18 to 55 years, able to give informed consent

Exclusion criteria

* Chronic respiratory disease (asthma, chronic obstructive pulmonary disease, rhinitis, sinusitis) in adulthood * Inhaled bronchodilator or steroid use within the last 12 months * Use of any medication or other product (prescription or over-the-counter) for symptoms of rhinitis or nasal congestion within the last 3 months * Acute upper respiratory infection (URI or sinusitis) in the past 6 weeks * Smoking in the past 6 months OR \>5 pack-year lifetime history * Subjects with allergic symptoms present at baseline * Clinically relevant abnormality on chest X-ray * Any ECG abnormality deemed clinically significant. * Those in close domestic contact (i.e. sharing a household with, caring for, or daily face to face contact) with children under 3 years, the elderly (\>65 years), immunosuppressed persons, or those with chronic respiratory disease * Subjects with known or suspected immune deficiency * Receipt of systemic glucocorticoids (in a dose ≥ 5 mg prednisone daily or equivalent) within one month, or any other cytotoxic or immunosuppressive drug within 6 months prior to challenge * Known immunoglobulin A deficiency, immotile cilia syndrome, or Kartagener's syndrome * History of frequent nose bleeds * Any significant medical condition or prescribed drug deemed by the study doctor to make the participant unsuitable for the study * Pregnant or breastfeeding women * Positive urine drug screen * Detectable baseline antibody titres against influenza challenge strains * History of hypersensitivity to eggs, egg proteins, gentamicin, gelatin or arginine, or with life-threatening reactions to previous influenza vaccinations. * Participants may only recruited if they have previously been involved in research if they have completed the earlier study and are beyond the washout period of any administered drugs or period of effect of any intervention that would cause interference for either study.

Design outcomes

Primary

MeasureTime frameDescription
Number of PCR-confirmed Influenza InfectionsBaseline to day 28Nasal wash viral load by quantitative polymerase chain reaction (qPCR)

Secondary

MeasureTime frameDescription
Time to Algorithmic Detection of Heart Rate AbnormalitiesBaseline to day 10Sensor data read-outs
Tissue Oxygen LevelsBaseline to day 10Sensor data read-outs
Participant-reported Total Symptom ScoreDay 1, Day 3 and Day 10Cumulative daily symptom score derived from self-reported upper and lower respiratory and systemic symptoms by diary card using the modified Jackson's symptom scoring system. Eight symptoms were scored: nasal obstruction, nasal discharge, sore throat, sneezing, cough, malaise, headache, and chills. Each symptom was scored 0-3, where 0=absent, 1=mild, 2=moderate and 3=severe. The maximum daily score is 24 and minimum daily score is 0.

Countries

United Kingdom

Participant flow

Recruitment details

20 healthy volunteers were enrolled in the study and followed up from the period 11th February 2020 to 17th May 2021. The study was suspended from March to August 2020 due to the global SARS-CoV-2 pandemic.

Participants by arm

ArmCount
Experimental: Influenza A
Participants were inoculated with Influenza A/Belgium/4217/2015 at a dose of 5x10\^5 TCID50 in a volume of 0,5mL via intranasal drops. They were then monitored as in-patients for 10 days with daily clinical assessment and blood, respiratory tract sampling, and sensor monitoring. Following discharge, they were followed up for up to 6 months post-inoculation. Lumee Oxygen Platform: Two sensors were inserted (one in the skin for the upper arm and one on the side of the chest). A wireless patch reader was placed on top of the skin over the area where the sensor was placed to measure local oxygen content.
20
Total20

Baseline characteristics

CharacteristicExperimental: Influenza A
Age, Categorical
<=18 years
0 Participants
Age, Categorical
>=65 years
0 Participants
Age, Categorical
Between 18 and 65 years
20 Participants
Race/Ethnicity, Customized
Ethnicity
All other ethnic groups
1 Participants
Race/Ethnicity, Customized
Ethnicity
Asian or Asian British (Indian)
2 Participants
Race/Ethnicity, Customized
Ethnicity
Asian or Asian British (Pakistani)
1 Participants
Race/Ethnicity, Customized
Ethnicity
Black or Black British (African)
1 Participants
Race/Ethnicity, Customized
Ethnicity
Black or Black British (all other)
1 Participants
Race/Ethnicity, Customized
Ethnicity
Chinese
1 Participants
Race/Ethnicity, Customized
Ethnicity
White (all other)
4 Participants
Race/Ethnicity, Customized
Ethnicity
White British
7 Participants
Race/Ethnicity, Customized
Ethnicity
White Irish
2 Participants
Sex: Female, Male
Female
10 Participants
Sex: Female, Male
Male
10 Participants

Adverse events

Event typeEG000
affected / at risk
deaths
Total, all-cause mortality
0 / 20
other
Total, other adverse events
9 / 20
serious
Total, serious adverse events
0 / 20

Outcome results

Primary

Number of PCR-confirmed Influenza Infections

Nasal wash viral load by quantitative polymerase chain reaction (qPCR)

Time frame: Baseline to day 28

Population: One participant who was PCR positive for the challenge agent also tested positive for Rhinovirus on Day 4 post-inoculation therefore this participant was excluded from all further analyses.

ArmMeasureCategoryValue (COUNT_OF_PARTICIPANTS)
Experimental: Influenza ANumber of PCR-confirmed Influenza InfectionsPCR positive Influenza infection17 Participants
Experimental: Influenza ANumber of PCR-confirmed Influenza InfectionsPCR negative Influenza infection3 Participants
Secondary

Participant-reported Total Symptom Score

Cumulative daily symptom score derived from self-reported upper and lower respiratory and systemic symptoms by diary card using the modified Jackson's symptom scoring system. Eight symptoms were scored: nasal obstruction, nasal discharge, sore throat, sneezing, cough, malaise, headache, and chills. Each symptom was scored 0-3, where 0=absent, 1=mild, 2=moderate and 3=severe. The maximum daily score is 24 and minimum daily score is 0.

Time frame: Day 1, Day 3 and Day 10

Population: 13 of 16 PCR positive participants (1 participant was excluded from the analysis due to co-infection with Rhinovirus) developed influenza-like symptom following inoculation. The 3 remaining participants were asymptomatic with modified Jackson's symptom scoring system.

ArmMeasureGroupValue (MEAN)Dispersion
Experimental: Influenza AParticipant-reported Total Symptom ScoreDay 12.44 scores on a scaleStandard Deviation 2.76
Experimental: Influenza AParticipant-reported Total Symptom ScoreDay 3 (peak)11.50 scores on a scaleStandard Deviation 13.67
Experimental: Influenza AParticipant-reported Total Symptom ScoreDay 101.19 scores on a scaleStandard Deviation 2.69
Secondary

Time to Algorithmic Detection of Heart Rate Abnormalities

Sensor data read-outs

Time frame: Baseline to day 10

Population: All metrics were expressed as z-scores matched for physical activity level. Multivariate process control techniques were used to quantify the change in the multidimensional HRV parameter space relative to baseline and formulated an algorithm for the detection of the illness. 170 total days monitored. Mean parameter values were computed on 24hr increments.

ArmMeasureValue (MEAN)Dispersion
Experimental: Influenza ATime to Algorithmic Detection of Heart Rate Abnormalities52 hours post-inoculationStandard Deviation 17
Secondary

Tissue Oxygen Levels

Sensor data read-outs

Time frame: Baseline to day 10

Population: Data collected with the Lumee devices per group (A, B, and D). Lumee devices were not used in Group C. LOI = Lumee Oxygen Index which is a measure proportional to micro-molar concentration of Oxygen in the interstitial fluid. The normal range for LOI is 10-52. A higher LOI corresponds to higher micro-molar concentration of Oxygen in the interstitial fluid.

ArmMeasureValue (MEAN)Dispersion
Experimental: Influenza ATissue Oxygen Levels12.6 LOIStandard Deviation 8.8
Group BTissue Oxygen Levels13.7 LOIStandard Deviation 8.5
Group DTissue Oxygen Levels12.5 LOIStandard Deviation 6.8

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026