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mHEALTHCARE
         OPPORTUNITIES,CHALLENGES
                   AND
               PROSPECTS




                 PROFESSOR C R LOWE

UNIVERSITY OF     4th FUTURE OF WIRELESS INTERNATIONAL CONFERENCE
CAMBRIDGE        THE MØLLER CENTRE, CHURCHILL COLLEGE, CAMBRIDGE
WHY DO WE NEED mHEALTHCARE? THE
                 WORLD IS CHANGING
                                               LIFESTYLE / WELLBEING
            TRADITIONAL RISKS                  OBESITY
                                               CANCER
                                               PSYCHIATRIC DISORDERS/
                                               NEURODEGENERATIVE
                                               CEREBROVASCULAR DISEASE
                                               DIABETES
RISK                                           FOOD/WATER QUALITY
SIZE                                           URBAN AIR QUALITY
                                               OCCUPATIONAL RISKS
                                               SECURITY / TERRORISM
                                               UNDERNUTRITION
                                               INFECTIOUS DISEASES
                                               WATER
            MODERN RISKS                       SANITATION
                                               HYGIENE
                       TIME

  HUMAN ENVIRONMENT               CHEMICAL
                                INTELLIGENCE
             LIFESTYLE
    HEALTH & WELFARE
   CLINICAL DISORDERS

UNIVERSITY OF    WHY DO WE NEED mHEALTHCARE? THE WORLD IS
CAMBRIDGE
                                 CHANGING
MOTIVATION FOR mHEALTH
            CONSTRAINTS FELT BY HEALTHCARE SYSTEMS
            POPULATION GROWTH AND DEMOGRAPHICS
            HIGH BURDEN OF DISEASE PREVALENCE
            LOW HEALTHCARE WORKFORCE
            LARGE NUMBERS OF RURAL INHABITANTS
            LIMITED FINANCIAL RESOURCES TO SUPPORT
            HEALTHCARE INFRASTRUCTURE AND HEALTH
            INFORMATION SYSTEMS
            RAPID RISE IN MOBILE PHONE PENETRATION IN
            DEVELOPING NATIONS

UNIVERSITY OF
CAMBRIDGE                       MOTIVATION FOR mHEALTH
mHEALTH MARKET SEGMENTATION
                                   INSURANCE
                                   COVERAGE
                                                            HOSPITAL
                                             CHRONIC       DISCHARGE
                                               DM          HOME CARE
                       CORPORATE
                        FITNESS
                                      HOME                             mVISIT
                                   DIAGNOSTICS         MEDICAL
                                                         HOME
                     SENIOR                            PRACTICE
                     FITNESS
                                     MEDICATION                      EMR
                                     MONITORING                                    PROFESSIONAL
SELF-CARE
                             mPERSONAL                                                 CARE
                  MEDICATION   HEALTH
                              RECORDS                       RETAIL
                    REMINDER                                CLINIC
            FITNESS                FALL
                                MONITORING        ONLINE
           TRACKING
                                                   DM
                     WANDER-OFF
                     MONITORING      AT-HOME                                    WELLNESS/   TeleHEALTH
           DIET                                        mEXPERT
                                     ACTIVITY                                    FITNESS
         CONTROL                                       OPINION
                     CONSUMER       MONITORING
                       WIKI
                                                                                mHEALTH      mCARE
                                     SELF-PAY

  UNIVERSITY OF
  CAMBRIDGE                                    mHEALTH MARKET SEGMENTATION
FACTORS SHAPING THE FUTURE OF mHEALTHCARE
                         LIFETIME DIAGNOSTIC MANAGEMENT

                                                  EARLY
                    CONCERN                     SYMPTOMS                DISEASE




     HEALTHY                    WORRIED                     ACUTELY               CHRONICALLY
                                 WELL                         SICK                    ILL
FOOD/WATER/AIR QUALITY        BLOOD ANALYTES                        DIABETES
LIFESTYLE                     LIVER/KIDNEY DYSFUNCTION              CANCER
ALCOHOL/DRUGS OF ABUSE        FAECAL OCCULT BLOOD                   ISCHAEMIC HEART DISEASE
STRESS                        GLUCOSE                               COPD
SLEEP DISORDERS               HAEMOGLOBIN A1C                       NEURODEGENERATIVE/
MIGRAINE                      ASTHMA                                NEUROPSYCHIATRIC DISORDERS
PREGNANCY                     MENOPAUSE                             CEREBROVASCULAR DISEASE
FERTILITY                     COAGULATION/PLATELET FUNCTION         HIV/AIDS
                              INFECTIOUS DISEASES
                              STI




 HOME                           HOME                          A&E                 CENTRAL
 WORKPLACE                      PHYSICIAN’S OFFICE            BEDSIDE             LABORATORY
                                CLINICAL CENTRE               ITU

    UNIVERSITY OF                      FACTORS SHAPING THE FUTURE OF mHEALTHCARE
    CAMBRIDGE                                        LIFETIME DIAGNOSTIC MANAGEMENT
FACTORS SHAPING THE FUTURE OF mHEALTHCARE
                  EMERGING THERANOSTIC INTERVENTIONS



                                                   COMPLIANCE TESTING

SUSCEPTIBILITY                          MONITOR PATIENT
                                             RESPONSE
       RISK
       PREDICTION               TREATMENT REGIME
                                (THERAPEUTIC
                   DIAGNOSIS    STRATIFICATION)     ADR



                               DISEASE EVOLUTION


        PROGNOSIS         PATIENT
                          STRATIFICATION

  UNIVERSITY OF                             EMERGING THERANOSTIC
  CAMBRIDGE                                    INTERVENTIONS
FACTORS SHAPING THE FUTURE OF mHEALTHCARE
       DIAGNOSTIC TIME FRAMES AND CONCENTRATION RANGE
            RAPID     BLOOD GASES (pO2, pCO2)
            REAL-TIME GLUCOSE
                      IONS (Na+, K+, Cl-
                      HORMONES (CORTISOL)
                      NEUROTRANSMITTERS
            MEDIUM    METABOLITES/BIOMARKERS
                      UREA
                      CREATININE
                      BILIRUBIN
                      TRIGLYCERIDES
            LONG      IRON
                      ALBUMIN
                      HAEMOGLOBIN A1c
                      IMMUNOGLOBULINS
                      CHOLESTEROL
                CONCENTRATION RANGE [C] = 10-1-10-18M
UNIVERSITY OF              FACTORS SHAPING THE FUTURE OF mHEALTHCARE
CAMBRIDGE               DIAGNOSTIC TIME FRAMES AND CONCENTRATION RANGE
NON-INVASIVE
 PATIENT SENSOR RECORDING FORMATS
                                                            NON-INVASIVE
                   MINIMALLY
                                                         (SPECTROSCOPIC)
                    INVASIVE                                 INTELLIGENT
                                                                 CLOTHES/
                   CONTACT LENS                             ACCESSORIES/
                                          BREATH                JEWELLRY
                                          ANALYSIS
  BLOOD
  ISF                                     SKIN E-PATCH
  CSF                    WATCH
                                          DIGITAL PLASTER
 INVASIVE           FINGERSTICK
                                                            BREATH
                                          COSMETICS         TEARS
INDWELLING                                                  SALIVA
                                          SMART TATTOO
CATHETERS                                                   SWEAT
                                                            BLOOD
SUBCUTANEOUS                                                URINE
IMPLANTS                                                    FAECES
                                                            SEMEN




   UNIVERSITY OF
   CAMBRIDGE                      PATIENT SENSOR RECORDING FORMATS
BIOSENSOR PRINCIPLES AND
                  TRANSDUCERS

              ANALYTE
                                         ELECTRICAL
              (BIO)RECOGNITION
              SYSTEM                         OPTICAL

                                           ACOUSTIC

                                            THERMAL

TRANSDUCER                                 MAGNETIC
                  INSTRUMENTATION
                                    MICROENGINEERED

  UNIVERSITY OF                           BIOSENSOR PRINCIPLES AND
  CAMBRIDGE                                     TRANSDUCERS
KEY ATTRIBUTES OF MOBILE/WEARABLE
                      SENSORS

QUICK TIME-TO-ANSWER
SIMPLE READOUT
LOW COST
EASILY/INEXPENSIVELY MANUFACTURED
MINIATURE AND LOW (OR NO) POWER BURDEN
GOOD SENSITIVITY AND SPECIFICITY
USED BY MINIMALLY TRAINED PERSONNEL
FUNCTION >30 °C AND AT HIGH HUMIDITY
LONG STORAGE TIMES WITHOUT REFRIGERATION
NO LOCAL REAGENTS/WATER AND/OR SPECIALIZED
EQUIPMENT
DETECT MULTIPLE PATHOGENS
UNIVERSITY OF
CAMBRIDGE       KEY ATTRIBUTES OF MOBILE/WEARABLE SENSORS
MICROAMPEROMETRIC BIOSENSORS

                    40

                                  LACTATE
                    30


                    20
                                       GLUCOSE

                    10


                    0    0
                             0.5   1  1.5   2   2.5
                               [SUBSTRATE] (mM)




UNIVERSITY OF
CAMBRIDGE                        MICROAMPEROMETRIC BIOSENSORS
MAGNETIC ACOUSTIC RESONATOR SENSOR (MARS)
LIQUID SAMPLE

ACOUSTIC WAVE                                 PIEZOELECTRIC
  ALUMINISED                                   QUARTZ DISC
  GLASS DISC                                  (AT-cut, 0.25mm
                                              thick, 12mm dia)
          RF COIL
                      N

                             NdFeB MAGNET   RF COIL
    AIR GAP
                      S




   UNIVERSITY OF    MAGNETIC ACOUSTIC RESONATOR SENSOR
   CAMBRIDGE                      (MARS)
MAGNETIC ACOUSTIC RESONATOR SENSOR (MARS)
             Signal Generator           AM Detector           Copper Coil

                                                                                        AM DETECTOR
             Lock-in Amplifier
                                                                             OUTPUT


                  Output
                                                                             LOCK-IN AMPLIFIER



 400

 300                                                                         SIGNAL GENERATOR
                                                                                                      COIL/DEVICE
 200

 100
                                                                                   16th HARMONIC
A (mV)




         0
             0       50          100   150        200   250   300      350
-100

-200

-300
                                             f (MHz)
-400


             UNIVERSITY OF
             CAMBRIDGE                             MAGNETIC ACOUSTIC RESONATOR SENSOR (MARS)
REMOTE ACOUSTIC MEASUREMENTS WITH A TOROIDAL
                ELECTRIC FLUX
                   SUBCUTANEOUSLY IMPLANTED
                   e-PATCH              30
                   CONTACT LENS
                                        20
                   MRAS QUARTZ DISC
                                                             10
                                                                      0
                                                       -10
                                                       -20
                                                       -30
                                                         20.1                 20.12   20.14      20.16         20.18     20.2
                                                                                        f (MHz)
                                                                      100
                                                                 100                                                             pH
                                                                       50
                                                                                                                                 pH
                                                                      50                                                         pH




                                      Amplitude (mV)
                                                                          0                                                      pH




                                                       Amplitude mV
                                                                       0                                                         pH
                                                                       -50                                                       pH
                                                                      -50                                                        pH
                                                                      -100                                                       pH
                                                             -100
                                                                                                                                 pH
                                                                      -150
                                                             -150                                                                pH
                 TOROIDAL ANTENNA                                     -200                                                       pH
                                                             -200
                   (TRANSCEIVER)                                      -250
                                                             -250
                                                                6.57 6.59  6.61       6.63 6.65         6.67 6.69   6.71  6.73
                                                                6.57 6.59 6.61        6.63 6.65         6.67 6.69   6.71 6.73
                                                                                        Frequency MHz

                                                                                      Frequency (MHz)

 UNIVERSITY OF               REMOTE ACOUSTIC MEASUREMENTS WITH
 CAMBRIDGE                        A TOROIDAL ELECTRIC FLUX
ACOUSTIC GLUCOSE SENSOR BASED ON 3-APB MARS

                                                                                            O
                           1.0                                                                   O
                                                                                                      O

                                                                      6MHz
                                                                                                     -B
   Normalised Amplitude




                                                                      20MHz       HOH 2 C
                           0.8                                                                   HO
                                                                      33MHz
                                                                                            HO
                                                                      47MHz           HO
                           0.6                                        60MHz
                                                                      73MHz
                           0.4

                           0.2

                             0
                                 0     5      10      15      20
                                        [Glucose](mM)


                          Poly (acrylamide-co-3-APB)(78.5mol% acrylamide; 1.5mol% MBA; 20mol% 3-APB)
                          PBS Buffer pH 7.4

UNIVERSITY OF
CAMBRIDGE                            ACOUSTIC GLUCOSE SENSOR BASED ON 3-APB MARS
DYNAMIC GLUCOSE                                                                                  AM Detector
             MEASUREMENT SYSTEM                                                         PC
                                                                                                    Lock-in
                                                                                                   Amplifier




                                                                                             Signal
                                                                                           Generator             MARS Jig
                                250                                                Gilson minipuls 2
Amplitude of the experimental




                                                       y = 1.0434x - 19.187             Pump
                                200                         R² = 0.9969
     fludic system (mV)




                                150


                                100


                                 50


                                 0
                                      50         100       150       200     250
                                           Amplitude of the static system (mV)


                   UNIVERSITY OF                                                               DYNAMIC GLUCOSE
                   CAMBRIDGE                                                                 MEASUREMENT SYSTEM
SPATIAL
                LASER    FILTER
                                                     MIRROR




                                     ACHROMAT




                                  GLASS TANK

                                  EMULSION      4°

                                  MIRROR




UNIVERSITY OF
CAMBRIDGE               FABRICATION OF HOLOGRAPHIC SENSORS
n
                                                                                      “Smart” Polymer

                                                       θ                         COLOUR
                                                                                 BRIGHTNESS
                                                                                 IMAGE/ALPHANUMERIC
                                                                                 MESSAGE
                                                                                 POSITION
                                                                                 OPTICAL ELEMENTS
                                     ΣRi                                         MICRO-HOLOGRAMS
                  35
                  30
reflectance (%)




                  25                                                      d
                  20          lpk
                  15          Rpk
                                                                     λmax = 2ndcosθ
                  10
                  5
                      0
                       600   610    620    630   640   650   660

                                   wavelength (nm)

                       UNIVERSITY OF
                       CAMBRIDGE                                   PRINCIPLE OF HOLOGRAPHIC SENSORS
DIABETIC MONITORING WITH GLUCOSE
                           HOLOGRAMS
                WHOLE BLOOD                                          O        O
                                                                         O
                INDWELLING CATHETER                                          -B
                                                       HOH 2 C
                SUBCUTANEOUS NEAR-IR                                     HO
                                                                 HO
                CONTACT LENS                               HO


                SKIN PATCH/TATTOO
                              180                                                  mol% 3-APB
                              160                                                     25
                              140
                              120                                                     15
                  max(nm)




                              100
                               80
                                                                                      12
                               60
                               40                                                     10
                               20                                                      8
                                                                                       5
                                0
                              -20   2      4       6             8            10
                                            [GLUCOSE] (mM)

UNIVERSITY OF                           DIABETIC MONITORING WITH GLUCOSE
CAMBRIDGE                                          HOLOGRAMS
CONTACT LENS HOLOGRAPHIC GLUCOSE
                     SENSOR



 TOXICITY
 TEAR [GLUCOSE]<BLOOD [GLUCOSE]
 pH VARIABILITY (5.8-7.8)
 TIME LAG (~MIN)
 SELECTIVITY (LACTATE/FRUCTOSE)
 OPTICAL PHYSICS
 COMFORT/COSMETIC APPEARANCE
 INSTRUMENTATION
UNIVERSITY OF
CAMBRIDGE       CONTACT LENS HOLOGRAPHIC GLUCOSE SENSOR
TRACKING OF BLOOD GLUCOSE IN TEAR
                    FLUID IN VIVO
                                       160                                       740




                 Blood-Glucose [mg%]
                                       140




                                                                                       Wavelength [nm]
                                                                                 720


                                       120


                                                                                 700
                                       100



                                       80                                        680
                                             0   12   16       19      23   26

                                                      Time [minutes]


UNIVERSITY OF                            TRACKING OF BLOOD GLUCOSE IN TEAR FLUID
CAMBRIDGE                                                IN VIVO
HUMAN BREATH ANALYSIS

                               DIABETIC KETOACIDOSIS
                               RENAL FAILURE
H2
ETHANE                         LIVER DYSFUNCTION
n-PENTANE                      ALCOHOL INTOXICATION
BUTANE
NO                             CANCER
CO                             CYSTIC FIBROSIS
NH3
ETHANOL                        ASTHMA
ACETONE                        GIT DISORDERS (H pylori)
THIOLS
                               HALITOSIS
                               STRESS
UNIVERSITY OF
CAMBRIDGE                       HUMAN BREATH ANALYSIS
RESPONSE OF PDMS HOLOGRAM TO ALKANE GASES
               90
                             A                                                      B                                        1-Butyne
               80
                                                                                                                             Butane
               70                                                                                                            1-Butene
                                                                                                                             Iso-butane
               60                                                                                                            Propane
               50                                                                                                            Propyne/propadione
 (nm)                                                                                                                      Propene
               40                                                                                                            Ethane
                                                                                                                             Ethyne
               30
               20
               10
                   0
                       0         2         4         6     8    10                                        100                     200               300
                                                Time (s)                                                                   Time (s)
                                                                         80
                   590                                                                 100                                              1-Butyne
                   580                         Butane                    60        (nm)10                                             Butane
                   570                                                                   1
                                                                                                                                        1-Butene
                   560                                          (nm)
                                                                                              10     20   30   40
                                                                         40                                                             isoButane
           (nm)




                                                                                                   Temperature (°C)

                   550
                   540                                                   20
                                                                                                                                        Propane
                   530                                                                                                                  Propene
                   520                                                    0                                                             Ethane
                                                                                                                                        Ethyne
                   510
                         0   100 200 300 400 500 600 700                      0               20           40         60     80   100
                                     Time (s)                                                 Concentration (%v/v)

UNIVERSITY OF
CAMBRIDGE                                 RESPONSE OF PDMS HOLOGRAM TO ALKANE GASES
PHYSICIAN’S WANTING PATIENTS TO TRACK/MONITOR
                   HEALTH AT HOME
                                                                     No (12%)



                    Digestive health
             Acid reflux/indigestion
                     Bladder control                                                      Yes (88%)
                     Cardiac rhythm
                      Sleep patterns
                           Pain level
        Calories/fat content taken in
           Exercise/physical activity
   Vital signs (Blood pressure/heart
                rate/respiratory rate)
                        Blood sugar
                               Weight

                                         0
                                                   20
                                                                40
                                                                                60
                                                                 %                   80
Source: PriceWaterhouseCoopers HRI Physician Survey (2010)

      UNIVERSITY OF                                          PHYSICIAN’S WANTING PATIENTS TO
      CAMBRIDGE                                              TRACK/MONITOR HEALTH AT HOME
IMPACT OF mHEALTH ACCORDING TO
                  PHYSICIANS

                   HAVE NOT AFFECTED
 ALLOW MORE        MY DAY-TO-DAY WORK
  TIME WITH               (24%)
PATIENTS (26%)

                                           EXPEDITE DECISION
                                              MAKING (56%)




INCREASE COLLABORATION     DECREASE TIME IT
AMONG PHYSICIANS              TAKES FOR
          (36%)          ADMINISTRATIVE TASKS
                                 (39%)
UNIVERSITY OF
CAMBRIDGE        IMPACT OF mHEALTH ACCORDING TO PHYSICIANS
mHEALTH AND HEALTHCARE OUTCOMES
        IMPROVED HEALTH OUTCOMES AND COST SAVINGS
        INCREASED ACCESS TO HEALTHCARE AND HEALTH-
        RELATED INFORMATION
        ACCESS TO HARD-TO-REACH POPULATIONS
        REGIONS OF POOR LITERACY RATES AND LIMITED LOCAL
        LANGUAGE-ENABLED PHONES
        IMPROVED ABILITY TO DIAGNOSE AND TRACK DISEASES
        TIMELIER, MORE ACTIONABLE, PUBLIC HEALTH
        INFORMATION
        EXPANDED ACCESS TO ONGOING MEDICAL EDUCATION
        AND TRAINING FOR HEALTH WORKERS
        IMPROVED HEALTHY LIFESTYLES

UNIVERSITY OF
CAMBRIDGE              mHEALTH AND HEALTHCARE OUTCOMES
EMERGING TRENDS IN mHEALTHCARE
        EMERGENCY RESPONSE SYSTEMS (ROAD
        TRAFFIC ACCIDENTS, OBSTETRIC CARE)
        MOBILE VOICE AND SMS SUPPORT TO REMOTE
        CLINICIANS
        REMOTE PATIENT MONITORING
        MONITORING OUTBREAKS AND EPIDEMICS
        HEALTH-RELATED mLEARNING FOR PUBLIC
        TRAINING AND CONTINUED PROFESSIONAL
        DEVELOPMENT FOR HEALTHCARE WORKERS
        HEALTH PROMOTION AND COMMUNITY
        MOBILIZATION
        SUPPORT OF LONG-TERM CHRONIC CONDITIONS
        (DIABETES,NEUROPSYCHIATRIC DISORDERS)
UNIVERSITY OF
CAMBRIDGE             EMERGING TRENDS IN mHEALTHCARE
CLOUD
MOBILE HEALTH TOOL
REAL-TIME MONITORING
PHYSICIAN TRACKING
FEEDBACK
CARER ALERTS
DRUG AUTOMAT
PATIENT


          SENSOR/
          TRANSMITTER
                                         SERVER
                                         Intelligent
 WATCH                                   algorithms
                        PHYSICIAN        Messaging




     WIRELESS
     MONITOR                         DRUG          HEALTHCARE
                                    AUTOMAT         PROVIDER
  UNIVERSITY OF
  CAMBRIDGE                                            mHEALTH

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Prof chris lowe manchester university

  • 1. mHEALTHCARE OPPORTUNITIES,CHALLENGES AND PROSPECTS PROFESSOR C R LOWE UNIVERSITY OF 4th FUTURE OF WIRELESS INTERNATIONAL CONFERENCE CAMBRIDGE THE MØLLER CENTRE, CHURCHILL COLLEGE, CAMBRIDGE
  • 2. WHY DO WE NEED mHEALTHCARE? THE WORLD IS CHANGING LIFESTYLE / WELLBEING TRADITIONAL RISKS OBESITY CANCER PSYCHIATRIC DISORDERS/ NEURODEGENERATIVE CEREBROVASCULAR DISEASE DIABETES RISK FOOD/WATER QUALITY SIZE URBAN AIR QUALITY OCCUPATIONAL RISKS SECURITY / TERRORISM UNDERNUTRITION INFECTIOUS DISEASES WATER MODERN RISKS SANITATION HYGIENE TIME HUMAN ENVIRONMENT CHEMICAL INTELLIGENCE LIFESTYLE HEALTH & WELFARE CLINICAL DISORDERS UNIVERSITY OF WHY DO WE NEED mHEALTHCARE? THE WORLD IS CAMBRIDGE CHANGING
  • 3. MOTIVATION FOR mHEALTH CONSTRAINTS FELT BY HEALTHCARE SYSTEMS POPULATION GROWTH AND DEMOGRAPHICS HIGH BURDEN OF DISEASE PREVALENCE LOW HEALTHCARE WORKFORCE LARGE NUMBERS OF RURAL INHABITANTS LIMITED FINANCIAL RESOURCES TO SUPPORT HEALTHCARE INFRASTRUCTURE AND HEALTH INFORMATION SYSTEMS RAPID RISE IN MOBILE PHONE PENETRATION IN DEVELOPING NATIONS UNIVERSITY OF CAMBRIDGE MOTIVATION FOR mHEALTH
  • 4. mHEALTH MARKET SEGMENTATION INSURANCE COVERAGE HOSPITAL CHRONIC DISCHARGE DM HOME CARE CORPORATE FITNESS HOME mVISIT DIAGNOSTICS MEDICAL HOME SENIOR PRACTICE FITNESS MEDICATION EMR MONITORING PROFESSIONAL SELF-CARE mPERSONAL CARE MEDICATION HEALTH RECORDS RETAIL REMINDER CLINIC FITNESS FALL MONITORING ONLINE TRACKING DM WANDER-OFF MONITORING AT-HOME WELLNESS/ TeleHEALTH DIET mEXPERT ACTIVITY FITNESS CONTROL OPINION CONSUMER MONITORING WIKI mHEALTH mCARE SELF-PAY UNIVERSITY OF CAMBRIDGE mHEALTH MARKET SEGMENTATION
  • 5. FACTORS SHAPING THE FUTURE OF mHEALTHCARE LIFETIME DIAGNOSTIC MANAGEMENT EARLY CONCERN SYMPTOMS DISEASE HEALTHY WORRIED ACUTELY CHRONICALLY WELL SICK ILL FOOD/WATER/AIR QUALITY BLOOD ANALYTES DIABETES LIFESTYLE LIVER/KIDNEY DYSFUNCTION CANCER ALCOHOL/DRUGS OF ABUSE FAECAL OCCULT BLOOD ISCHAEMIC HEART DISEASE STRESS GLUCOSE COPD SLEEP DISORDERS HAEMOGLOBIN A1C NEURODEGENERATIVE/ MIGRAINE ASTHMA NEUROPSYCHIATRIC DISORDERS PREGNANCY MENOPAUSE CEREBROVASCULAR DISEASE FERTILITY COAGULATION/PLATELET FUNCTION HIV/AIDS INFECTIOUS DISEASES STI HOME HOME A&E CENTRAL WORKPLACE PHYSICIAN’S OFFICE BEDSIDE LABORATORY CLINICAL CENTRE ITU UNIVERSITY OF FACTORS SHAPING THE FUTURE OF mHEALTHCARE CAMBRIDGE LIFETIME DIAGNOSTIC MANAGEMENT
  • 6. FACTORS SHAPING THE FUTURE OF mHEALTHCARE EMERGING THERANOSTIC INTERVENTIONS COMPLIANCE TESTING SUSCEPTIBILITY MONITOR PATIENT RESPONSE RISK PREDICTION TREATMENT REGIME (THERAPEUTIC DIAGNOSIS STRATIFICATION) ADR DISEASE EVOLUTION PROGNOSIS PATIENT STRATIFICATION UNIVERSITY OF EMERGING THERANOSTIC CAMBRIDGE INTERVENTIONS
  • 7. FACTORS SHAPING THE FUTURE OF mHEALTHCARE DIAGNOSTIC TIME FRAMES AND CONCENTRATION RANGE RAPID BLOOD GASES (pO2, pCO2) REAL-TIME GLUCOSE IONS (Na+, K+, Cl- HORMONES (CORTISOL) NEUROTRANSMITTERS MEDIUM METABOLITES/BIOMARKERS UREA CREATININE BILIRUBIN TRIGLYCERIDES LONG IRON ALBUMIN HAEMOGLOBIN A1c IMMUNOGLOBULINS CHOLESTEROL CONCENTRATION RANGE [C] = 10-1-10-18M UNIVERSITY OF FACTORS SHAPING THE FUTURE OF mHEALTHCARE CAMBRIDGE DIAGNOSTIC TIME FRAMES AND CONCENTRATION RANGE
  • 8. NON-INVASIVE PATIENT SENSOR RECORDING FORMATS NON-INVASIVE MINIMALLY (SPECTROSCOPIC) INVASIVE INTELLIGENT CLOTHES/ CONTACT LENS ACCESSORIES/ BREATH JEWELLRY ANALYSIS BLOOD ISF SKIN E-PATCH CSF WATCH DIGITAL PLASTER INVASIVE FINGERSTICK BREATH COSMETICS TEARS INDWELLING SALIVA SMART TATTOO CATHETERS SWEAT BLOOD SUBCUTANEOUS URINE IMPLANTS FAECES SEMEN UNIVERSITY OF CAMBRIDGE PATIENT SENSOR RECORDING FORMATS
  • 9. BIOSENSOR PRINCIPLES AND TRANSDUCERS ANALYTE ELECTRICAL (BIO)RECOGNITION SYSTEM OPTICAL ACOUSTIC THERMAL TRANSDUCER MAGNETIC INSTRUMENTATION MICROENGINEERED UNIVERSITY OF BIOSENSOR PRINCIPLES AND CAMBRIDGE TRANSDUCERS
  • 10. KEY ATTRIBUTES OF MOBILE/WEARABLE SENSORS QUICK TIME-TO-ANSWER SIMPLE READOUT LOW COST EASILY/INEXPENSIVELY MANUFACTURED MINIATURE AND LOW (OR NO) POWER BURDEN GOOD SENSITIVITY AND SPECIFICITY USED BY MINIMALLY TRAINED PERSONNEL FUNCTION >30 °C AND AT HIGH HUMIDITY LONG STORAGE TIMES WITHOUT REFRIGERATION NO LOCAL REAGENTS/WATER AND/OR SPECIALIZED EQUIPMENT DETECT MULTIPLE PATHOGENS UNIVERSITY OF CAMBRIDGE KEY ATTRIBUTES OF MOBILE/WEARABLE SENSORS
  • 11. MICROAMPEROMETRIC BIOSENSORS 40 LACTATE 30 20 GLUCOSE 10 0 0 0.5 1 1.5 2 2.5 [SUBSTRATE] (mM) UNIVERSITY OF CAMBRIDGE MICROAMPEROMETRIC BIOSENSORS
  • 12. MAGNETIC ACOUSTIC RESONATOR SENSOR (MARS) LIQUID SAMPLE ACOUSTIC WAVE PIEZOELECTRIC ALUMINISED QUARTZ DISC GLASS DISC (AT-cut, 0.25mm thick, 12mm dia) RF COIL N NdFeB MAGNET RF COIL AIR GAP S UNIVERSITY OF MAGNETIC ACOUSTIC RESONATOR SENSOR CAMBRIDGE (MARS)
  • 13. MAGNETIC ACOUSTIC RESONATOR SENSOR (MARS) Signal Generator AM Detector Copper Coil AM DETECTOR Lock-in Amplifier OUTPUT Output LOCK-IN AMPLIFIER 400 300 SIGNAL GENERATOR COIL/DEVICE 200 100 16th HARMONIC A (mV) 0 0 50 100 150 200 250 300 350 -100 -200 -300 f (MHz) -400 UNIVERSITY OF CAMBRIDGE MAGNETIC ACOUSTIC RESONATOR SENSOR (MARS)
  • 14. REMOTE ACOUSTIC MEASUREMENTS WITH A TOROIDAL ELECTRIC FLUX SUBCUTANEOUSLY IMPLANTED e-PATCH 30 CONTACT LENS 20 MRAS QUARTZ DISC 10 0 -10 -20 -30 20.1 20.12 20.14 20.16 20.18 20.2 f (MHz) 100 100 pH 50 pH 50 pH Amplitude (mV) 0 pH Amplitude mV 0 pH -50 pH -50 pH -100 pH -100 pH -150 -150 pH TOROIDAL ANTENNA -200 pH -200 (TRANSCEIVER) -250 -250 6.57 6.59 6.61 6.63 6.65 6.67 6.69 6.71 6.73 6.57 6.59 6.61 6.63 6.65 6.67 6.69 6.71 6.73 Frequency MHz Frequency (MHz) UNIVERSITY OF REMOTE ACOUSTIC MEASUREMENTS WITH CAMBRIDGE A TOROIDAL ELECTRIC FLUX
  • 15. ACOUSTIC GLUCOSE SENSOR BASED ON 3-APB MARS O 1.0 O O 6MHz -B Normalised Amplitude 20MHz HOH 2 C 0.8 HO 33MHz HO 47MHz HO 0.6 60MHz 73MHz 0.4 0.2 0 0 5 10 15 20 [Glucose](mM) Poly (acrylamide-co-3-APB)(78.5mol% acrylamide; 1.5mol% MBA; 20mol% 3-APB) PBS Buffer pH 7.4 UNIVERSITY OF CAMBRIDGE ACOUSTIC GLUCOSE SENSOR BASED ON 3-APB MARS
  • 16. DYNAMIC GLUCOSE AM Detector MEASUREMENT SYSTEM PC Lock-in Amplifier Signal Generator MARS Jig 250 Gilson minipuls 2 Amplitude of the experimental y = 1.0434x - 19.187 Pump 200 R² = 0.9969 fludic system (mV) 150 100 50 0 50 100 150 200 250 Amplitude of the static system (mV) UNIVERSITY OF DYNAMIC GLUCOSE CAMBRIDGE MEASUREMENT SYSTEM
  • 17. SPATIAL LASER FILTER MIRROR ACHROMAT GLASS TANK EMULSION 4° MIRROR UNIVERSITY OF CAMBRIDGE FABRICATION OF HOLOGRAPHIC SENSORS
  • 18. n “Smart” Polymer θ COLOUR BRIGHTNESS IMAGE/ALPHANUMERIC MESSAGE POSITION OPTICAL ELEMENTS ΣRi MICRO-HOLOGRAMS 35 30 reflectance (%) 25 d 20 lpk 15 Rpk λmax = 2ndcosθ 10 5 0 600 610 620 630 640 650 660 wavelength (nm) UNIVERSITY OF CAMBRIDGE PRINCIPLE OF HOLOGRAPHIC SENSORS
  • 19. DIABETIC MONITORING WITH GLUCOSE HOLOGRAMS WHOLE BLOOD O O O INDWELLING CATHETER -B HOH 2 C SUBCUTANEOUS NEAR-IR HO HO CONTACT LENS HO SKIN PATCH/TATTOO 180 mol% 3-APB 160 25 140 120 15 max(nm) 100 80 12 60 40 10 20 8 5 0 -20 2 4 6 8 10 [GLUCOSE] (mM) UNIVERSITY OF DIABETIC MONITORING WITH GLUCOSE CAMBRIDGE HOLOGRAMS
  • 20. CONTACT LENS HOLOGRAPHIC GLUCOSE SENSOR TOXICITY TEAR [GLUCOSE]<BLOOD [GLUCOSE] pH VARIABILITY (5.8-7.8) TIME LAG (~MIN) SELECTIVITY (LACTATE/FRUCTOSE) OPTICAL PHYSICS COMFORT/COSMETIC APPEARANCE INSTRUMENTATION UNIVERSITY OF CAMBRIDGE CONTACT LENS HOLOGRAPHIC GLUCOSE SENSOR
  • 21. TRACKING OF BLOOD GLUCOSE IN TEAR FLUID IN VIVO 160 740 Blood-Glucose [mg%] 140 Wavelength [nm] 720 120 700 100 80 680 0 12 16 19 23 26 Time [minutes] UNIVERSITY OF TRACKING OF BLOOD GLUCOSE IN TEAR FLUID CAMBRIDGE IN VIVO
  • 22. HUMAN BREATH ANALYSIS DIABETIC KETOACIDOSIS RENAL FAILURE H2 ETHANE LIVER DYSFUNCTION n-PENTANE ALCOHOL INTOXICATION BUTANE NO CANCER CO CYSTIC FIBROSIS NH3 ETHANOL ASTHMA ACETONE GIT DISORDERS (H pylori) THIOLS HALITOSIS STRESS UNIVERSITY OF CAMBRIDGE HUMAN BREATH ANALYSIS
  • 23. RESPONSE OF PDMS HOLOGRAM TO ALKANE GASES 90 A B 1-Butyne 80 Butane 70 1-Butene Iso-butane 60 Propane 50 Propyne/propadione  (nm) Propene 40 Ethane Ethyne 30 20 10 0 0 2 4 6 8 10 100 200 300 Time (s) Time (s) 80 590 100 1-Butyne 580 Butane 60  (nm)10 Butane 570 1 1-Butene 560  (nm) 10 20 30 40 40 isoButane  (nm) Temperature (°C) 550 540 20 Propane 530 Propene 520 0 Ethane Ethyne 510 0 100 200 300 400 500 600 700 0 20 40 60 80 100 Time (s) Concentration (%v/v) UNIVERSITY OF CAMBRIDGE RESPONSE OF PDMS HOLOGRAM TO ALKANE GASES
  • 24. PHYSICIAN’S WANTING PATIENTS TO TRACK/MONITOR HEALTH AT HOME No (12%) Digestive health Acid reflux/indigestion Bladder control Yes (88%) Cardiac rhythm Sleep patterns Pain level Calories/fat content taken in Exercise/physical activity Vital signs (Blood pressure/heart rate/respiratory rate) Blood sugar Weight 0 20 40 60 % 80 Source: PriceWaterhouseCoopers HRI Physician Survey (2010) UNIVERSITY OF PHYSICIAN’S WANTING PATIENTS TO CAMBRIDGE TRACK/MONITOR HEALTH AT HOME
  • 25. IMPACT OF mHEALTH ACCORDING TO PHYSICIANS HAVE NOT AFFECTED ALLOW MORE MY DAY-TO-DAY WORK TIME WITH (24%) PATIENTS (26%) EXPEDITE DECISION MAKING (56%) INCREASE COLLABORATION DECREASE TIME IT AMONG PHYSICIANS TAKES FOR (36%) ADMINISTRATIVE TASKS (39%) UNIVERSITY OF CAMBRIDGE IMPACT OF mHEALTH ACCORDING TO PHYSICIANS
  • 26. mHEALTH AND HEALTHCARE OUTCOMES IMPROVED HEALTH OUTCOMES AND COST SAVINGS INCREASED ACCESS TO HEALTHCARE AND HEALTH- RELATED INFORMATION ACCESS TO HARD-TO-REACH POPULATIONS REGIONS OF POOR LITERACY RATES AND LIMITED LOCAL LANGUAGE-ENABLED PHONES IMPROVED ABILITY TO DIAGNOSE AND TRACK DISEASES TIMELIER, MORE ACTIONABLE, PUBLIC HEALTH INFORMATION EXPANDED ACCESS TO ONGOING MEDICAL EDUCATION AND TRAINING FOR HEALTH WORKERS IMPROVED HEALTHY LIFESTYLES UNIVERSITY OF CAMBRIDGE mHEALTH AND HEALTHCARE OUTCOMES
  • 27. EMERGING TRENDS IN mHEALTHCARE EMERGENCY RESPONSE SYSTEMS (ROAD TRAFFIC ACCIDENTS, OBSTETRIC CARE) MOBILE VOICE AND SMS SUPPORT TO REMOTE CLINICIANS REMOTE PATIENT MONITORING MONITORING OUTBREAKS AND EPIDEMICS HEALTH-RELATED mLEARNING FOR PUBLIC TRAINING AND CONTINUED PROFESSIONAL DEVELOPMENT FOR HEALTHCARE WORKERS HEALTH PROMOTION AND COMMUNITY MOBILIZATION SUPPORT OF LONG-TERM CHRONIC CONDITIONS (DIABETES,NEUROPSYCHIATRIC DISORDERS) UNIVERSITY OF CAMBRIDGE EMERGING TRENDS IN mHEALTHCARE
  • 28. CLOUD MOBILE HEALTH TOOL REAL-TIME MONITORING PHYSICIAN TRACKING FEEDBACK CARER ALERTS DRUG AUTOMAT PATIENT SENSOR/ TRANSMITTER SERVER Intelligent WATCH algorithms PHYSICIAN Messaging WIRELESS MONITOR DRUG HEALTHCARE AUTOMAT PROVIDER UNIVERSITY OF CAMBRIDGE mHEALTH