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3/7/2016
a connected health
solution that helps people
train body and brain
together as ONE system
Alakananda Banerjee
Chairperson
Dharma Foundation of India
TM
The Disability Problem – Is it entirely clinical?
• The number of disabled people worldwide crossed 1 billion in
2012 (WHO Report, 2013)
• The mainstay of treatment is still manual therapy, which is
difficult to scale up to meet the exploding demand
• Therapists do not have any technology in the ward which
shows them what is happening “internally” at brain-muscle
levels while patient is practicing tasks and activities.
• Chronic conditions such as stroke, hypertension, diabetes and
brain injury all lead to mild or severe disability
3/7/2016 2
TM
TM
How does “ability” affect biology?
• The brain has a fundamental capacity to remap itself
based on conscious and unconscious responses
• Neurons that “fire” together will “wire” together
(Hebb, 1949)
• Repeated patterns of use get imprinted into the
neuro-muscular system
The difficult part is understanding which reactions need to
be activated and inhibited in both the brain and muscle.
Neuroplasticity
• CNS structural changes occur because of interaction
between both genetic and environmental factors
• 100 billion neurons constantly lay down new pathways
for neural communication and to rearrange existing ones
throughout life thereby aiding the processes of:-
Learning
Memory and
Adaptation through new experience
(Jacqui Ancliffe, Senior Physio, RPH, WSC)
TM
TM
Neuroplasticity leads to…..
• Memorizing a new fact
• „Mastering a new skill
• „„Adjusting in a new environment
• „Recovery from brain injuries
• „Overcome cognitive disabilities
TM
Mechanisms of neural plasticity
• The organism interfacing with its environment(stimulus)
• Experience “enters” the brain by way of afferent inputs
through the sensory modalities.
• These signals are then relayed via established neural
networks to higher cortical areas where a chain of
processes ensure proper disposition of these inputs.
TM
Concepts of neuroplasticity
1. Enhancement of
existing connections
• Functional plasticity
• Produces short term
functional changes
• Eg:- learning a new
task
1. Formation of new
connections
• Structural plasticity
• Long term
modification of
• Behaviour
• Eg:-skilled actions
TM
TM
TM
Changes in biology and its effect on
function
Brain led changes…..
• Long term inappropriate use of brain and muscle results in
altered function at neuron and muscle fibre levels resulting in
“plateaus”.
• It thus becomes a self-perpetuated disease.
Spike timing–dependent plasticity (STDP) (Corporale et al, 2008)
Manipulations of sensory experience (Merzenich et al, 1998)
Electrical activity plays crucial roles in the structural and functional refinement of neural circuits
(Gilbert, 1998, Katz & Shatz 1996)
TM
Changes in biology and its effect on
function
Muscle led changes…..
• Non-use of certain muscles results in tissue contraction,
excessive muscle tone(spasticity), low ROM, joint stiffness
• Excessive use of other muscles as compensation results in
chronic pain and repetitive injury
• Low functional use further reinforces maladaptation and brain
re-mapping
(Taub et al, 1993; Bach-y-Rita, 1990)
TM
How does “disability” affect biology?
The dark side of neuroplasticity
• Injured or affected joints and muscles alter the “map” within the
brain, diminishes co-ordination of muscles and joints, especially
stabilizers. The result is a less-than-stable platform for the arms
and legs to work from; the person then has to exert a greater
muscular force to achieve the results .In turn leads to earlier
fatigue, decreased performance, injuries or pain.
• Brain injury and trauma in turn may result in muscle disuse in
various body parts, leading to atrophy, tissue contracture ,
spasticity, high tone and a progressive change in fibre type and
quality.
Brain and Muscle affect each other biologically
at every stage of progression of chronic conditions
Can we use Physio-Neuro Training to
re-architecture biology via the
“function” route?
TM
TM
The synergistic neuroplasticity model
Augmented
Feedforward
Augmented
Feedback
Augmented Feedforward
- Audio-video led imagery
Augmented Feedback
- EEG balance feedback
- EMG balance feedback
TM
Stepping Stones to “Self-Correction”
• Re- map the Brain using movement – disrupt existing
homeostasis
• “Self-correct” muscle tone, synergy, hemispheric activation
• Modify habitual muscle fibre / neuron response
• Re-architecture brain-muscle responses by bringing hitherto
unconscious responses within conscious control
• Reinforce repeatedly and gently till it is imprinted into biology
– achieve new homeostasis
Thus leveraging principles of neuroplasticity
can affect biology at tissue and function levels
TM
Using wearable technology to
accelerate re-structuring of
function and health
Solving the clinical and socio-economic
problem as parts of
one comprehensive solution
TM
Long term functional deficits in
Stroke/TBI/Chronic Neuro degeneartive
case
• Patient do not respond to the standard
physiotherapy
• Patient compliance to the home programmes.
• Unavailability of physiotherapy facilities.
• Unavailability of caregivers/inadequate or unsafe
transport facilities to accompany patient to
rehabilitation.
What is SynPhNe?
A wearable, portable, connected device that trains the
brain and body as ONE system
– Accelerates recovery
– Provides new insights to therapist
– Reduces therapist time
– Is affordable to own or rent
– Is easier on the caregiver
TM
TM
How does SynPhNe work?
• Muscle activation and inhibition trained together, always
tracking ratios
• Maps brain response in terms of symmetry, relaxation,
alertness, inter-hemispheric inhibition
• Training of brain and muscle occurs in a time-locked, Hebbian
manner through “self-correction”
• Use of feed forward along with real-time feedback
• Simple User Interface using cartoon characters aids process by
reducing attention demands
Exercises, Tasks
 Warm Ups – 20 min
 5 reps each warm up
 Task Practice – 20 min
 5 - 10 reps each task
TM
Set Up
TM
EEG Cap and EMG Glove
TM
A randomized 20-subject clinical trial of
the SynPhNe stroke rehabilitation
system on hemiplegic stroke patients to
improve recovery of hand function after
stroke.
Collaboration Study between Max Super Speciality Hospital,Saket, New
Delhi and Nanyang Technical University, Singapore
TM
Study Objectives
• Primary objectives
– To compare clinical motor outcomes achieved using
Synphne system (treatment group) with standard clinical
care delivered by therapist (control group)
– To study effect sizes in treatment group over a 18 session
(6 week) treatment period
• Secondary objectives
– To assess pain and discomfort levels before and after
therapy session in treatment group
– To assess ease of use, enjoyment, usefullness of Synphne
system in treatment group
TM
Subject Demographics
• To establish applicability and feasibility in a wide
subject base, no restrictions were placed on location,
type of stroke, months post-stroke, gender or age.
• Subjects were allocated to treatment and control
group alternatively on first-come basis as they were
recruited/referred.
• Synphne system was installed in the therapy centre
so that it was in same environment as standard care
TM
TM
Subject Demographics – Treatment
Subject Age Gender
Months/Days
post CVA
Nature of
Stroke
Side of
Stroke
Affected
limb
Location
MLH003 28 F 48 months Haemorrhage Right Left Haemorrhage - Others
MLH006 53 F 8 months Infarct Right Left Infarct - Lacunar Stroke
MLH008 76 F 10 months Infarct Left Left Infarct - Lacunar Stroke
MLH009 51 M 5 months Infarct Right Left Rt Bg And Rt Periventricural Infarct
MLH014 67 M 7 days Infarct Right Left Haemorrhage - Basal Ganglia / Thalamus/subcortical
MRH005 29 M 53 months Haemorrhage Left Right Haemorrhage - Others
MRH013 30 F 18 months Infarct Left Right Left Mca Territory In Fronto-Partietal
MRH015 75 M 22 months Infarct Left Right Lt Mca Infarct With Ganglinoc Capsular
MRH016 60 M 1 month Haemorrhage Left Right Basal Ganglia / Thalamus/subcortical
MRH017 30 M 12 months Infarct Left Right Partial Anterior Circulation Stroke
MRH019 58 M 20 months Haemorrhage Left Right Infarct - Lacunar Stroke
MRH020 66 M 15 days Infarct Left Right Infarct - Partial Anterior Circulation Stroke
MLH021 60 M 3 months Infarct Right Left Infarct - Total Anterior Circulation Stroke
MRH022 74 M 35 days Haemorrhage Left Right Haemorrhage - Basal Ganglia / Thalamus/subcortical
MLH023 43 M 16 months Infarct Right Left Infarct - Partial Anterior Circulation Stroke
Subject Demographics - Control
Subject Age Gender
Months/Days
post CVA
Nature of
Stroke
Side of
Stroke
Affected
limb
N
o
Location
MCG002 63 M
4 days
Left Right First
MRI could not be done due to nailing in femur and
left hand
MCG003 53 M 4 days Infarct Right Left FirstPartial Anterior Circulation Stroke
MCG005 72 M 45 days Infarct Left Right FirstPosterior Circulation Stroke
MCG006 65 M 3 days Infarct Left Right FirstBasal Gangalia
MCG007 65 F 6 months Infarct Right Left RecurrentTotal Anterior Circulation Stroke
MCG008 30 F 24 months Infarct Right Left FirstTotal Anterior Circulation Stroke
MCG009 74 F 45 days Infarct Left Right FirstPartial Anterior Circulation Stroke
MCG010 46 M 5 months Haemorrhage Left Right FirstBasal Ganglia / Thalamus/subcortical
MCG011 61 M 30 days Infarct Left Right FirstPartial Anterior Circulation Stroke
MCG012 67 M 20 months Both Left Right Recurrent
For Infarct:Partial Anterior Circulation Stroke
For Haemorrhage:Basal Ganglia /
Thalamus/subcortical
MCG013 48 M 4 months Haemorrhage Left Right FirstBasal Ganglia / Thalamus/subcortical
MCG014 60 M 15 days Infarct Right Left FirstPartial Anterior Circulation Stroke
MCG015 71 M 10 days Infarct Right Left FirstPartial Anterior Circulation Stroke
MCG016 74 M 3 days Infarct Left Right FirstInfarct in Left Corona Radiata
MCG017 41 M 15 days Infarct Left Right FirstPartial Anterior Circulation Stroke
TM
TM
Pre-Study Demographics Comparison
Group Gender Age
(yrs)
Post CVA
(months)
FMA ARAT Grip
strength
9 Hole
Peg Test
Treatment 11 male 53 14.5 39.13 23.27 2.447 79.12
4 female 6 cannot
attempt
Control 12 male 59 4.34 44.87 30.60 5.482 84.10
3 female 5 cannot
attempt
• In general, the control group subjects were found to be a higher functioning
group when compared to treatment group prior to start of study.
• The control group was also on average significantly early after stroke
(average 4.34 months) as compared to treatment group (average 14.5
months).
Outcomes Comparison
X axis – Subjects 1-15
Y axis - % improvement at Week 3 wrt
Week 0 baseline assessment score
Although control group subjects started
out as higher functioning individuals at
Week 0 assessment, we find from the
plot and two-tailed t-test that
percentage improvements in both
groups were not significantly different
for FMA (Fugl-Meyer Assessment of
Motor Recovery after Stroke) and ARAT
(Action Research Arm Test) scales.
We used FMA to understand “gross
movement” and ARAT to assess
Activities of Daily Living; Coordination;
Dexterity; Upper Extremity Function “
TM
Outcomes Comparison
X axis – Subjects 1-15
Y axis - % improvement at Week 3
wrt Week 0 assessment score
We find from the two-tailed t-test
that percentage improvements in
both groups were significantly
different for Grip Strength
(although may be attributed to an
outlier) and 9 Hole Peg Test scales
(could be attributed to more
chronic and severe subjects in
treatment group).
We used Grip Strength Assessment
to asses “strength” and 9 Hole Peg
Test to assess “dexterity”.
TM
Outcomes based on International
Classification of Functioning(ICF)
0
10
20
30
40
50
60
70
Treatment Group
Control Group
0
20
40
60
80
100
120
Treatment Group
Control Group
TM
ICF Outcomes
0
10
20
30
40
50
60
70
80
Mental function
of sequencing
complex
movements
Seeing
functions
Proprioceptive
function
Touch function sensory of pain Mobility of joint
functions
Muscle power
functions
Muscle tone
functions
Control of
voluntary
movement
functions
IMPROVEMENTS IN ICF CODES FOR “FUNCTION”
TM
ICF Outcomes
0
20
40
60
80
100
120
Carrying out
daily routine
Lifting and
carrying
objects
Fine hand
use
Hand and
arm us
Driving Washing
oneself
Caring for
body parts
Toileting Dressing Eating Drinking
IMPROVEMENTS IN ICF CODES FOR “ACTIVITY”
TM
Patient satisfaction
TM
Demystifying neuroplasticity

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Demystifying neuroplasticity

  • 1. 3/7/2016 a connected health solution that helps people train body and brain together as ONE system Alakananda Banerjee Chairperson Dharma Foundation of India TM
  • 2. The Disability Problem – Is it entirely clinical? • The number of disabled people worldwide crossed 1 billion in 2012 (WHO Report, 2013) • The mainstay of treatment is still manual therapy, which is difficult to scale up to meet the exploding demand • Therapists do not have any technology in the ward which shows them what is happening “internally” at brain-muscle levels while patient is practicing tasks and activities. • Chronic conditions such as stroke, hypertension, diabetes and brain injury all lead to mild or severe disability 3/7/2016 2 TM
  • 3. TM How does “ability” affect biology? • The brain has a fundamental capacity to remap itself based on conscious and unconscious responses • Neurons that “fire” together will “wire” together (Hebb, 1949) • Repeated patterns of use get imprinted into the neuro-muscular system The difficult part is understanding which reactions need to be activated and inhibited in both the brain and muscle.
  • 4. Neuroplasticity • CNS structural changes occur because of interaction between both genetic and environmental factors • 100 billion neurons constantly lay down new pathways for neural communication and to rearrange existing ones throughout life thereby aiding the processes of:- Learning Memory and Adaptation through new experience (Jacqui Ancliffe, Senior Physio, RPH, WSC) TM
  • 5. TM Neuroplasticity leads to….. • Memorizing a new fact • „Mastering a new skill • „„Adjusting in a new environment • „Recovery from brain injuries • „Overcome cognitive disabilities
  • 6. TM Mechanisms of neural plasticity • The organism interfacing with its environment(stimulus) • Experience “enters” the brain by way of afferent inputs through the sensory modalities. • These signals are then relayed via established neural networks to higher cortical areas where a chain of processes ensure proper disposition of these inputs.
  • 7. TM Concepts of neuroplasticity 1. Enhancement of existing connections • Functional plasticity • Produces short term functional changes • Eg:- learning a new task 1. Formation of new connections • Structural plasticity • Long term modification of • Behaviour • Eg:-skilled actions
  • 8. TM
  • 9. TM
  • 10. TM Changes in biology and its effect on function Brain led changes….. • Long term inappropriate use of brain and muscle results in altered function at neuron and muscle fibre levels resulting in “plateaus”. • It thus becomes a self-perpetuated disease. Spike timing–dependent plasticity (STDP) (Corporale et al, 2008) Manipulations of sensory experience (Merzenich et al, 1998) Electrical activity plays crucial roles in the structural and functional refinement of neural circuits (Gilbert, 1998, Katz & Shatz 1996)
  • 11. TM Changes in biology and its effect on function Muscle led changes….. • Non-use of certain muscles results in tissue contraction, excessive muscle tone(spasticity), low ROM, joint stiffness • Excessive use of other muscles as compensation results in chronic pain and repetitive injury • Low functional use further reinforces maladaptation and brain re-mapping (Taub et al, 1993; Bach-y-Rita, 1990)
  • 12. TM How does “disability” affect biology? The dark side of neuroplasticity • Injured or affected joints and muscles alter the “map” within the brain, diminishes co-ordination of muscles and joints, especially stabilizers. The result is a less-than-stable platform for the arms and legs to work from; the person then has to exert a greater muscular force to achieve the results .In turn leads to earlier fatigue, decreased performance, injuries or pain. • Brain injury and trauma in turn may result in muscle disuse in various body parts, leading to atrophy, tissue contracture , spasticity, high tone and a progressive change in fibre type and quality. Brain and Muscle affect each other biologically at every stage of progression of chronic conditions
  • 13. Can we use Physio-Neuro Training to re-architecture biology via the “function” route? TM
  • 14. TM The synergistic neuroplasticity model Augmented Feedforward Augmented Feedback Augmented Feedforward - Audio-video led imagery Augmented Feedback - EEG balance feedback - EMG balance feedback
  • 15. TM Stepping Stones to “Self-Correction” • Re- map the Brain using movement – disrupt existing homeostasis • “Self-correct” muscle tone, synergy, hemispheric activation • Modify habitual muscle fibre / neuron response • Re-architecture brain-muscle responses by bringing hitherto unconscious responses within conscious control • Reinforce repeatedly and gently till it is imprinted into biology – achieve new homeostasis Thus leveraging principles of neuroplasticity can affect biology at tissue and function levels
  • 16. TM Using wearable technology to accelerate re-structuring of function and health Solving the clinical and socio-economic problem as parts of one comprehensive solution
  • 17. TM Long term functional deficits in Stroke/TBI/Chronic Neuro degeneartive case • Patient do not respond to the standard physiotherapy • Patient compliance to the home programmes. • Unavailability of physiotherapy facilities. • Unavailability of caregivers/inadequate or unsafe transport facilities to accompany patient to rehabilitation.
  • 18. What is SynPhNe? A wearable, portable, connected device that trains the brain and body as ONE system – Accelerates recovery – Provides new insights to therapist – Reduces therapist time – Is affordable to own or rent – Is easier on the caregiver TM
  • 19. TM How does SynPhNe work? • Muscle activation and inhibition trained together, always tracking ratios • Maps brain response in terms of symmetry, relaxation, alertness, inter-hemispheric inhibition • Training of brain and muscle occurs in a time-locked, Hebbian manner through “self-correction” • Use of feed forward along with real-time feedback • Simple User Interface using cartoon characters aids process by reducing attention demands
  • 20. Exercises, Tasks  Warm Ups – 20 min  5 reps each warm up  Task Practice – 20 min  5 - 10 reps each task TM
  • 22. EEG Cap and EMG Glove TM
  • 23. A randomized 20-subject clinical trial of the SynPhNe stroke rehabilitation system on hemiplegic stroke patients to improve recovery of hand function after stroke. Collaboration Study between Max Super Speciality Hospital,Saket, New Delhi and Nanyang Technical University, Singapore TM
  • 24. Study Objectives • Primary objectives – To compare clinical motor outcomes achieved using Synphne system (treatment group) with standard clinical care delivered by therapist (control group) – To study effect sizes in treatment group over a 18 session (6 week) treatment period • Secondary objectives – To assess pain and discomfort levels before and after therapy session in treatment group – To assess ease of use, enjoyment, usefullness of Synphne system in treatment group TM
  • 25. Subject Demographics • To establish applicability and feasibility in a wide subject base, no restrictions were placed on location, type of stroke, months post-stroke, gender or age. • Subjects were allocated to treatment and control group alternatively on first-come basis as they were recruited/referred. • Synphne system was installed in the therapy centre so that it was in same environment as standard care TM
  • 26. TM Subject Demographics – Treatment Subject Age Gender Months/Days post CVA Nature of Stroke Side of Stroke Affected limb Location MLH003 28 F 48 months Haemorrhage Right Left Haemorrhage - Others MLH006 53 F 8 months Infarct Right Left Infarct - Lacunar Stroke MLH008 76 F 10 months Infarct Left Left Infarct - Lacunar Stroke MLH009 51 M 5 months Infarct Right Left Rt Bg And Rt Periventricural Infarct MLH014 67 M 7 days Infarct Right Left Haemorrhage - Basal Ganglia / Thalamus/subcortical MRH005 29 M 53 months Haemorrhage Left Right Haemorrhage - Others MRH013 30 F 18 months Infarct Left Right Left Mca Territory In Fronto-Partietal MRH015 75 M 22 months Infarct Left Right Lt Mca Infarct With Ganglinoc Capsular MRH016 60 M 1 month Haemorrhage Left Right Basal Ganglia / Thalamus/subcortical MRH017 30 M 12 months Infarct Left Right Partial Anterior Circulation Stroke MRH019 58 M 20 months Haemorrhage Left Right Infarct - Lacunar Stroke MRH020 66 M 15 days Infarct Left Right Infarct - Partial Anterior Circulation Stroke MLH021 60 M 3 months Infarct Right Left Infarct - Total Anterior Circulation Stroke MRH022 74 M 35 days Haemorrhage Left Right Haemorrhage - Basal Ganglia / Thalamus/subcortical MLH023 43 M 16 months Infarct Right Left Infarct - Partial Anterior Circulation Stroke
  • 27. Subject Demographics - Control Subject Age Gender Months/Days post CVA Nature of Stroke Side of Stroke Affected limb N o Location MCG002 63 M 4 days Left Right First MRI could not be done due to nailing in femur and left hand MCG003 53 M 4 days Infarct Right Left FirstPartial Anterior Circulation Stroke MCG005 72 M 45 days Infarct Left Right FirstPosterior Circulation Stroke MCG006 65 M 3 days Infarct Left Right FirstBasal Gangalia MCG007 65 F 6 months Infarct Right Left RecurrentTotal Anterior Circulation Stroke MCG008 30 F 24 months Infarct Right Left FirstTotal Anterior Circulation Stroke MCG009 74 F 45 days Infarct Left Right FirstPartial Anterior Circulation Stroke MCG010 46 M 5 months Haemorrhage Left Right FirstBasal Ganglia / Thalamus/subcortical MCG011 61 M 30 days Infarct Left Right FirstPartial Anterior Circulation Stroke MCG012 67 M 20 months Both Left Right Recurrent For Infarct:Partial Anterior Circulation Stroke For Haemorrhage:Basal Ganglia / Thalamus/subcortical MCG013 48 M 4 months Haemorrhage Left Right FirstBasal Ganglia / Thalamus/subcortical MCG014 60 M 15 days Infarct Right Left FirstPartial Anterior Circulation Stroke MCG015 71 M 10 days Infarct Right Left FirstPartial Anterior Circulation Stroke MCG016 74 M 3 days Infarct Left Right FirstInfarct in Left Corona Radiata MCG017 41 M 15 days Infarct Left Right FirstPartial Anterior Circulation Stroke TM
  • 28. TM Pre-Study Demographics Comparison Group Gender Age (yrs) Post CVA (months) FMA ARAT Grip strength 9 Hole Peg Test Treatment 11 male 53 14.5 39.13 23.27 2.447 79.12 4 female 6 cannot attempt Control 12 male 59 4.34 44.87 30.60 5.482 84.10 3 female 5 cannot attempt • In general, the control group subjects were found to be a higher functioning group when compared to treatment group prior to start of study. • The control group was also on average significantly early after stroke (average 4.34 months) as compared to treatment group (average 14.5 months).
  • 29. Outcomes Comparison X axis – Subjects 1-15 Y axis - % improvement at Week 3 wrt Week 0 baseline assessment score Although control group subjects started out as higher functioning individuals at Week 0 assessment, we find from the plot and two-tailed t-test that percentage improvements in both groups were not significantly different for FMA (Fugl-Meyer Assessment of Motor Recovery after Stroke) and ARAT (Action Research Arm Test) scales. We used FMA to understand “gross movement” and ARAT to assess Activities of Daily Living; Coordination; Dexterity; Upper Extremity Function “ TM
  • 30. Outcomes Comparison X axis – Subjects 1-15 Y axis - % improvement at Week 3 wrt Week 0 assessment score We find from the two-tailed t-test that percentage improvements in both groups were significantly different for Grip Strength (although may be attributed to an outlier) and 9 Hole Peg Test scales (could be attributed to more chronic and severe subjects in treatment group). We used Grip Strength Assessment to asses “strength” and 9 Hole Peg Test to assess “dexterity”. TM
  • 31. Outcomes based on International Classification of Functioning(ICF) 0 10 20 30 40 50 60 70 Treatment Group Control Group 0 20 40 60 80 100 120 Treatment Group Control Group TM
  • 32. ICF Outcomes 0 10 20 30 40 50 60 70 80 Mental function of sequencing complex movements Seeing functions Proprioceptive function Touch function sensory of pain Mobility of joint functions Muscle power functions Muscle tone functions Control of voluntary movement functions IMPROVEMENTS IN ICF CODES FOR “FUNCTION” TM
  • 33. ICF Outcomes 0 20 40 60 80 100 120 Carrying out daily routine Lifting and carrying objects Fine hand use Hand and arm us Driving Washing oneself Caring for body parts Toileting Dressing Eating Drinking IMPROVEMENTS IN ICF CODES FOR “ACTIVITY” TM