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The potential use of mobile
and wearable sensor devices
in the management of
chronic diseases
Timothy Delany
09322833
Supervised by
Dr. Brian Caulfield
Source: Statistics Bureau
World Population Pyramids
• High cost of healthcare
• Inefficient management of chronic diseases
• Poor regulation of health interventions
• Overcrowding of the hospital setting
Difficulties which currently exist in the healthcare ecosystem
• 2nd Highest household expense
The Cost of Healthcare
• The number of insured is decreasing annually
• 32% of people refuse to see doctor when sick/injured
47% of this is because of the high cost
In 10 years, the Irish healthcare spend has doubled to $19 billion
Year % GDP (US) Cost ($)
2010 17.9 2.6 trillion
2020 19.8 4.6 trillion
Obesity forecasts
Source: E-health Strategy
• In the United States they make up ¾ of the healthcare costs,
affecting more than 140 million individuals and accounting for $2
trillion/annum
• Major cause of mortality, accounting for 46% of global diseases
Chronic Diseases
• By 2020 – 89% of diseases in high income countries will be chronic
• In Ireland – chronic diseases make up 80% of the healthcare costs
• Cardiovascular disease
• Diabetes
• COPD
Non – Communicable Diseases
In 2011, WHO called on governments to focus on reducing the
prevalence of these major chronic diseases
This case study will cover the following aims:
1. To describe the burdens the current healthcare ecosystem faces,
specifically with regards to chronic diseases.
2. To explain the potential that mobile and wearable technologies
could have if integrated into this ecosystem.
3. To give an overview of various vital signs and measurements these
devices can assess; specifically focussing on cardiovascular problems,
diabetes and lung function.
4. To outline the potential implementation of current devices into
the ecosystem of these chronic diseases.
Aims of this Case Study
• Inefficient clinical trials
• Access to healthcare
• Patient compliance
• Nosocomial infections
• Access and transportation
Other Burdens
Hospital Setting
• Full of highly resistant bacteria and pathogens
• 2/3rds of hospitals are contaminated
• Extranasal-methicillin resistant Staphylococcus aureus
(MRSA)
• Potential to accelerate patient’s illness
• >100,000 fatalities in the US every year due to wrong
medicines being received
Clinical Trials
• Current gold standard for configuring efficacy of
health interventions is randomised clinical trials
(RCT)
• Have evolved slowly over time
Source: ClinicalTrials.gov
• Long time lag between recruiting participants and
publication
• High costs
• Limitations to current rating scales
• Irregularity of measurements/titrations
• Controlled circumstances and environments –
significant outcomes already determined
Problem with Clinical Trials?
What can be done to
overcome these
burdens?
Evolution of Internet Connected Devices
Source: Cisco
Creation of a New Patient-Centric Environment
Source: E-health Strategy
Source: HIS Inc.
Forecast for wearable tech revenue growth ($bn)
• Evaluation of disease, environmental toxins, motion,
hormones, behaviour and other physiological
variables
• Clinical trials to be carried out in multiple
environments
• Improve knowledge of the etiology of illnesses
• Monitor fluctuations in health
• Continuous monitoring
Potential
Important measurements
1. Cardiovascular Problems
2. Diabetes
3. Chronic Obstructive Pulmonary Disease
1. Cardiovascular Problems
• The heart beats roughly 3 billion times in a person’s lifetime
• No surprise that cardiovascular problems are the leading
cause of death worldwide
Blood Pressure
Crucial in prevention of cardiovascular diseases
Past measurements have failed to account for circadian rhythms
Ishikawa et al (2011) found 24 Hour monitoring of blood pressure
provides a significant amount of information
Difficult to exercise or shower with
Holter Monitor - 1949
1999
Device Integration
MacManus et al 2010 – mean systolic blood pressure decrease by 5.4mm Hg
Continuous monitoring has also lead to the discovery of
‘White Coat Hypertension’ and ‘Masked Hypertension’
iHealth Sensor
Heart Rate
Heart Rate
Arrhythmias, bradycardia and tachycardia often indicate asymptomatic diseases
Device Integration
2. Diabetes – Glucose monitoring
Global total has surpasses 350 million
It is estimated that 40% of diabetics in the U.S. are undiagnosed
Mobile phone
intervention
improved the
glycated
haemoglobin by 1.8%
Source: Quinn et al 2011
Nanosensor Tattoo
Amperometric sensing contacts
3. Lung Function
3rd Leading Cause
210 million
Difficult to measure
Varying levels of air flow volumes for lung diseases
Source: Cleveland Clinic
Plethysmography and pneumography devices have been
implemented into wearable technology
Spiro Vest
Source: Enokibori et al
Device Integration
Discussion
Possible Problems
Security – 43% of identity thefts are medical
Privacy – maintaining annomyinity
Data – sheer volume
Regulation – FDA list of guidelines
Noise – can obscure measurements
Telehealthcare evolution (no. of people)
Source: E-health Strategy
Future and Recommendations
• Pros appear to outweigh the Cons
• Numerous studies have found that continuous
measurement is more effective
• Integrate sensors into current clinical trials
• Technologies will be obsolete though? Solution =
continuous evaluation of evolving interventions
(CEEI)
Conclusion
• Advance the quality of health services and decrease overall
cost of healthcare
• Improved studies outside of laboratory environment
• More high-quality RCTs need to be carried out to evaluate the
clear advantage of these technologies
• In order for monitoring to succeed in the long term,
integration of biomedical functionality, fashion and health
added value are crucial
• Accurate and reliable real-time information -> better
management
Higher precision, improved sampling frequency, fewer
misleading data, greater convenience, and lower cost
Thank You
Questions?
I’d like to acknowledge Dr Brian Caulfield for his guidance and support
Acknowledgments and Questions

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The Potential Use of Mobile and Wearable Sensor Devices in the Management of Chronic Diseases

  • 1. The potential use of mobile and wearable sensor devices in the management of chronic diseases Timothy Delany 09322833 Supervised by Dr. Brian Caulfield
  • 2. Source: Statistics Bureau World Population Pyramids
  • 3. • High cost of healthcare • Inefficient management of chronic diseases • Poor regulation of health interventions • Overcrowding of the hospital setting Difficulties which currently exist in the healthcare ecosystem
  • 4. • 2nd Highest household expense The Cost of Healthcare • The number of insured is decreasing annually • 32% of people refuse to see doctor when sick/injured 47% of this is because of the high cost In 10 years, the Irish healthcare spend has doubled to $19 billion Year % GDP (US) Cost ($) 2010 17.9 2.6 trillion 2020 19.8 4.6 trillion
  • 6. • In the United States they make up ¾ of the healthcare costs, affecting more than 140 million individuals and accounting for $2 trillion/annum • Major cause of mortality, accounting for 46% of global diseases Chronic Diseases • By 2020 – 89% of diseases in high income countries will be chronic • In Ireland – chronic diseases make up 80% of the healthcare costs
  • 7. • Cardiovascular disease • Diabetes • COPD Non – Communicable Diseases In 2011, WHO called on governments to focus on reducing the prevalence of these major chronic diseases
  • 8. This case study will cover the following aims: 1. To describe the burdens the current healthcare ecosystem faces, specifically with regards to chronic diseases. 2. To explain the potential that mobile and wearable technologies could have if integrated into this ecosystem. 3. To give an overview of various vital signs and measurements these devices can assess; specifically focussing on cardiovascular problems, diabetes and lung function. 4. To outline the potential implementation of current devices into the ecosystem of these chronic diseases. Aims of this Case Study
  • 9. • Inefficient clinical trials • Access to healthcare • Patient compliance • Nosocomial infections • Access and transportation Other Burdens
  • 10. Hospital Setting • Full of highly resistant bacteria and pathogens • 2/3rds of hospitals are contaminated • Extranasal-methicillin resistant Staphylococcus aureus (MRSA) • Potential to accelerate patient’s illness • >100,000 fatalities in the US every year due to wrong medicines being received
  • 11. Clinical Trials • Current gold standard for configuring efficacy of health interventions is randomised clinical trials (RCT) • Have evolved slowly over time Source: ClinicalTrials.gov
  • 12. • Long time lag between recruiting participants and publication • High costs • Limitations to current rating scales • Irregularity of measurements/titrations • Controlled circumstances and environments – significant outcomes already determined Problem with Clinical Trials?
  • 13. What can be done to overcome these burdens?
  • 14.
  • 15. Evolution of Internet Connected Devices Source: Cisco
  • 16. Creation of a New Patient-Centric Environment Source: E-health Strategy
  • 17. Source: HIS Inc. Forecast for wearable tech revenue growth ($bn)
  • 18. • Evaluation of disease, environmental toxins, motion, hormones, behaviour and other physiological variables • Clinical trials to be carried out in multiple environments • Improve knowledge of the etiology of illnesses • Monitor fluctuations in health • Continuous monitoring Potential
  • 19. Important measurements 1. Cardiovascular Problems 2. Diabetes 3. Chronic Obstructive Pulmonary Disease
  • 20.
  • 21. 1. Cardiovascular Problems • The heart beats roughly 3 billion times in a person’s lifetime • No surprise that cardiovascular problems are the leading cause of death worldwide
  • 22. Blood Pressure Crucial in prevention of cardiovascular diseases Past measurements have failed to account for circadian rhythms Ishikawa et al (2011) found 24 Hour monitoring of blood pressure provides a significant amount of information
  • 23. Difficult to exercise or shower with Holter Monitor - 1949 1999 Device Integration MacManus et al 2010 – mean systolic blood pressure decrease by 5.4mm Hg Continuous monitoring has also lead to the discovery of ‘White Coat Hypertension’ and ‘Masked Hypertension’
  • 25. Heart Rate Heart Rate Arrhythmias, bradycardia and tachycardia often indicate asymptomatic diseases
  • 27.
  • 28.
  • 29. 2. Diabetes – Glucose monitoring Global total has surpasses 350 million It is estimated that 40% of diabetics in the U.S. are undiagnosed Mobile phone intervention improved the glycated haemoglobin by 1.8% Source: Quinn et al 2011
  • 32. 3. Lung Function 3rd Leading Cause 210 million Difficult to measure
  • 33. Varying levels of air flow volumes for lung diseases Source: Cleveland Clinic
  • 34. Plethysmography and pneumography devices have been implemented into wearable technology Spiro Vest Source: Enokibori et al Device Integration
  • 36. Possible Problems Security – 43% of identity thefts are medical Privacy – maintaining annomyinity Data – sheer volume Regulation – FDA list of guidelines Noise – can obscure measurements
  • 37. Telehealthcare evolution (no. of people) Source: E-health Strategy
  • 38. Future and Recommendations • Pros appear to outweigh the Cons • Numerous studies have found that continuous measurement is more effective • Integrate sensors into current clinical trials • Technologies will be obsolete though? Solution = continuous evaluation of evolving interventions (CEEI)
  • 39. Conclusion • Advance the quality of health services and decrease overall cost of healthcare • Improved studies outside of laboratory environment • More high-quality RCTs need to be carried out to evaluate the clear advantage of these technologies • In order for monitoring to succeed in the long term, integration of biomedical functionality, fashion and health added value are crucial • Accurate and reliable real-time information -> better management Higher precision, improved sampling frequency, fewer misleading data, greater convenience, and lower cost
  • 40. Thank You Questions? I’d like to acknowledge Dr Brian Caulfield for his guidance and support Acknowledgments and Questions

Editor's Notes

  1. The incidence of global populations increasingNumber of people over 65 is predicted to double within the next two decades
  2. Rapid growth -> zero growth
  3. >40% of Irish are overweight; 25% clinically obese; between 1990 – 2000 there was a 67% increase in obesity
  4. Majority of these diseases are non-communicable diseasesLeading cause of mortality worldwideIn Ireland – 87% of deaths
  5. Have been around for 100’s of years, controlled circumstances
  6. Egonbrunswick 70 years ago
  7. Mobile phones will outnumber the number of people worldwide
  8. This swift progress has generated attractive economical, real-time devices to
  9. Accurate measurements without sticking a sensor into the artery has proven challenging
  10. Still not perfect technology – requires oversight
  11. Varies according to body’s physical needs
  12. This works as an adhesive patch which is attached to the chest, archiving the heart rateA different approach is a photoplethysmography mattress to monitor heart rate when sleeping, non-invasively
  13. Aswell as vital signs, it can also track thoracic fluid levels for predicting congestive heart failure
  14. A gel solution is embedded below the skin with a multitude of nanosensors that bind to the glucose in the blood, and fluoresce when levels are abnormal.
  15. Detection of ions based on electrical chargeParticles react to glucose levels in tears, changing colour when levels exceed normal levels
  16. COPD – 3rd leading cause of global mortalityDifficult to measure – spirometryMade up of a collection of diseases – emphysema, bronchitis and irreversible asthma
  17. Plethysmograph – fluctuations in titrations; pneumograph – velocity and force of chest movementsAccounts for posture changes and sweatMinimally invasivePiezoelectric deviceStill need to be FDA approvedReduction in hospital visits (polisena et al)
  18. The previous slides have clearly shown that portable sensing devices could potentially lower cost, collect quality data and prove safety levels.
  19. It is expected by 2024, 33% of people will have a data sensing device on their body1. In 2013, 43% of all identity thefts in the US were medical2. Maintaining annomyinity will be crucial to its successSheer volume, the use of multiphase optimisation strategy (MOST) and sequential multiple assignment randomise trial (SMART) could be used to incorporate various factors such as environmental changes and help with information governance misuse is a big problem, it was found that only 15% of the available apps had the majority of the evidence based components needed to be medically correct, FDA has proposed a list of guidelines signal-noise ratio – can obscure measurements
  20. Could lead to a surge in what is now known as ‘ipochondriacs’Protagonists are assigned new technologies each time a further innovation becomes available, previous technology becomes the control – won’t threaten validity of the RCT
  21. Once a foundation of reliable valid evidence has been constructed, the true benefits of these disruptive innovations will be visible.