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Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

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Page 1: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Cardiovascular system and

Heart ischemia (infarction) incl. Detection of heart ischemia using

bioimpedance measurement

Andres Kink

2012

Page 2: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

CONTENTS

CARDIOVASCULAR SYSTEM

MYOCARDIAL ISCHEMIA

ANATOMY OF THE HEART

CARDIOVASCULAR SUSTEM AND CORONARY CIRCULATION

CARDIAC RHYTM AND ARTIFICIAL PACING

PRINCIPLES OF RATE CONTROL

Page 3: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Energy as product of low temperature burning of food products inside the body

To maintain life, every living animal organism must have additional energy inflow as food and oxygen.

To save excess of food for future is possible due to intracellular systems. But the same is not possible for oxygen. Oxygen is gaseous, and to accumulate it inside the body in reasonable quantity will take too much energy.

In this text we will focus on energy as energy units (joule) or as units of used oxygen to get energy.

CARDIOVASCULAR SYSTEM

Page 4: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Oxygen and food substrate delivery system for cells

Most of animals (not included fishes) have specialized oxygen carrying system to maintain body tissues oxygenation:

Blood as solute to carry oxygen

Lungs as barrier between atmosphere and blood.

Circulation system as tubing system to carry oxygen rich blood to every cell in body, and to collect waste from it.

Cellular system to produce ATP from energetic substances and oxygen.

CARDIOVASCULAR SYSTEM

Page 5: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Definition:

Myocardial ischemia is an imbalance between oxygen supply of the myocard and oxygen demand of the myocard.

In general ischemia is a decrease in the blood supply to a bodily organ, tissue, or part caused by constriction or obstructionof the blood vessels.

In the case of the heart the ischemia means a narrowing of the coronary artery(s) sufficient to prevent adequate blood supply to the myocardium.

This narrowing may progress to a point where the heart muscle is damaged (infarction)._____________________________________

MYΣ+KAPΔΊA = myocard (muscle + heart, in the contemp. Greek: ο μυς της καρδιάς) (in Latin: MUS(CULUS) = mouse, muscle)IΣX…+AΊMIA = isch(a)emia (Greek: stop+blood)IN+FARCTUS = infarct (Latin: in+filled)

MYOCARDIAL ISCHEMIA

Page 6: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

TRANSIEN TREVERSIBLE

DYSFUNCTIO N O F SUBCELLULAR M ECHANISM SNO PERM ANENT STRUCTURAL DAM AG E

PERM ANENT STRU CTURAL DAM AG E

G LO BAL M YO CARDIAL ISCHEM IA

MYOCARDIAL ISCHEMIA

Possible types of ishemia

Page 7: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Ishemia as energy imbalance

Energy imbalance is result of non-equal oxygen supply related to oxygen consumption.

Ischemia with myocardial cell damage is often described in heart as myocardial infarction. Myocardial infarction is not reversible process, cell necrosis is healed by scar formation.

Short time myocardial ischemia is not dangerous, because myocardial has limited protection against lack of oxygen.

MYOCARDIAL ISCHEMIA

Page 8: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Epidemiology

Heart ischemic conditions are most leading reason for mortality in world.

Silent myocardial ischemia is dangerous condition witch leads very offen to myocardial infarction (muscle tissue necrosis)

MYOCARDIAL ISCHEMIA

Page 9: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Ischaemic heart disease world map DALY - WHO2004

MYOCARDIAL ISCHEMIA

Page 10: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

ANATOMY OF THE HEART

Page 11: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

CARDIOVASCULAR SYSTEM, and

CORONARY CIRCULATION

Xxx

Page 12: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Physiology of the coronary arteries

CARDIOVASCULAR SYSTEM, and CORONARY CIRCULATION

Page 13: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

CARDIOVASCULAR SYSTEM, and CORONARY CIRCULATION

Coronary artery disease

Page 14: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Coronary reserve

CARDIOVASCULAR SYSTEM, and CORONARY CIRCULATION

Page 15: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Special Features of Coronary Circulation

At rest, coronary blood flow BF = 5%

of cardiac output CO = 250ml/min = 60-80ml/100gm/min

During exercise rises by 2 … 5 times (coronary vasculature has a high vasodilator reserve capacity)

Coronary Blood Flow is phasic

Total Coronary Flow is greater during diastole

CARDIOVASCULAR SYSTEM, and CORONARY CIRCULATION

Therefore, the most crucial factors for perfusing coronary arteries are - aortic pressure - duration of diastole

Page 16: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Myocardial O2 demand

The cardiac muscle always depends on aerobic oxidation of substrates, even during heavy exercising

The cardiac muscle has the highest O2 uptake (VO2) compared to other tissues of the body (12…15 volume%; 7…9 ml O2/100gm/min)

This is achieved by a dense network of capillaries, all is perfused at rest (no capillary reserve)

Maximal extraction of O2 from RBCs (almost no reserve of O2 extraction)

CARDIOVASCULAR SYSTEM, and CORONARY CIRCULATION

Page 17: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Pressure volume area inside of ventricles (left ventricle)

CARDIOVASCULAR SYSTEM, and CORONARY CIRCULATION

Page 18: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Cardiac cycle and

pressure-volume area

Cardiac Output (CO) determined thru

Heart Rate (HR) and Stroke Volume (SV)

CARDIOVASCULAR SYSTEM, and CORONARY CIRCULATION

Page 19: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Frank Starling Curves

Ability of the heart to change force of contraction in response to changes in venous return.

If EDV increases, there is a corresponding increase in stroke volume, suggesting heart failure and inotropy.

Reduced stroke volume suggests increased preload and decreased ejection fraction.

CARDIOVASCULAR SYSTEM, and CORONARY CIRCULATION

Page 20: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Cardiac OutputCardiac Output is the volume of blood (in liters)

ejected by the heart in one minuteStroke Volume is the volume of blood (in liters)

ejected by the heart in one beatWhen the body is under stress (physical, emotional),

the heart tries to increase cardiac output … by increasing the rate according to this formula

Cardiac Output = Heart Rate x Stroke Volume

CO = HR x SV

CARDIOVASCULAR SYSTEM, and CORONARY CIRCULATION

Page 21: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Bradycardia or “low heart rate”

CARDIOVASCULAR SYSTEM, and CORONARY CIRCULATION

Page 22: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Artifical heart assisting devices

The first artificial pacemaker to maintain heart rhythm was induced by Steiner in Germany to avoid cardiac arrest as a side effect of chloroform anaesthesia.

Steiner's study (1871) was performed in chloroform arrested hearts of horses, donkey, dogs, cats and rabbits.

In the next year the same method was used in humans by Green in the United Kingdom.

The first pacemakers had interrupted galvanic (direct-current) stimuli and were connected by 13 cm long needles directly to the myocardium.

Page 23: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Modern era of implantable pacemakersThe first implantable pacemaker was made by Swedish inventor

Dr. Rune Elmqvist, and implanted in 1958 by Dr. Ake Senning.

The first demand pacemaker was introduced by Berkovits in June 1964. Demand pacemaker have additional sensing unit to avoid competition with heart own pacemaker (sinus node), and to save battery energy.

Page 24: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Pacemakers

Page 25: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Sensory systems

ECG based interval measurements Movement analysis (acceleration, ..) Temperature measurement Impedance based

Lung impedance Intraventricular impedance, mostly right

ventricle Myocardial impedance

Page 26: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Rate adaptive pacing

Heart rate is regulated to maintain body energetic needs

First generation target was night time heart rate reduction

New generation is multisensor (accelometer, ECG, temperature, bioimpedance based, …) based optimal heart rate calculation

Page 27: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Why Rate Response?Rate response is the pacemaker’s ability to increase

the pacing rate in response to physical activity or metabolic demand

Rate response mimics the healthy heartSpecial sensor(s) required

Accelerometer Piezoelectric crystal Minute ventilation (transthoracic impedance) Blood temperature Single or combination

Page 28: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Intracardiac bioimpedance measurement

Page 29: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Normal Chronotropic Response

Page 30: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Chronotropic Incompetence If the patient’s heart cannot increase its rate appropriately

in response to increased activity, the patient is chronotropically incompetent

Chronotropic incompetence (definitions): Maximum heart rate < 90% x (220 - Age) Maximum heart rate < 120 bpm

Causes aging drugs heart disease

Page 31: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

SensorsRate-responsive pacemakers rely on sensor(s) to detect

patient activityThe ideal sensor should be

Physiologic Quick to respond Able to increase the rate proportionally to the patient’s

need Able to work compatibly with the rest of the

pacemaker Able to work well with minimum energy demands or

current drain Easy to program and adjust

Page 32: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Types of Sensors

Activity sensors Vibration sensors (piezoelectric sensors) Accelerometers

Physiologic sensors Minute ventilation Temperature Evoked response QT interval Closed loop system (CLS)

Virtual sensors

Page 33: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Activity Sensor/Vibration

Responds rapidly No special pacing leads required Easy to manufacture and program Can be “fooled” by pressure on the can or footfalls (like walking

downstairs)

Page 34: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Activity/ Accelerometer

Responds rapidly No special pacing leads required Easy to manufacture and program Cannot be “fooled” by pressure on the can

Page 35: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Minute Ventilation

Page 36: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Minute VentilationUses low-level electrical signals to

measure resistance across the chest (“transthoracic impedance”)

Requires no special sensorRequires bipolar pacing leadsMetabolic

Page 37: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Temperature

A thermistor is mounted in the lead (not the can) Requires a special pacing lead Metabolic Response time can be slow

Page 38: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Evoked ResponseMeasures the QRS

depolarization areaTheory: the QRS

depolarization decreases in area with exercise

Requires no special leadsMay be affected by

changes in postureOnly works when the

device is pacing

Page 39: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

QT IntervalMeasures the interval

between the pacing spike and the evoked T-wave

Theory: This interval shortens with exercise

Requires no special pacing lead

Works only when the device is pacing

Page 40: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Rate-Responsive Parameters to Program

Base rateMaximum tracking rate (in DDDR devices)Maximum sensor rateThresholdSlopeReaction timeRecovery time

Page 41: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Rate-Responsive Pacing

Page 42: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Threshold

Threshold is the amount of activity needed to cause sensor activity

Can also be set to AUTO Measures variations in the last 18 hours of

activity Adjusts threshold automatically Displays Measured Average Sensor value

when pacemaker is interrogated Offset values can be programmed for more

fine-tuning

Page 43: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Threshold in Action

Page 44: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Threshold Programming Considerations

AUTO allows the pacemaker to automatically adjust to the patient’s changing activity levels Updates every 18 hours

AUTO with Offset can further fine-tune the settings A negative value makes it more sensitive (less activity is

needed to start rate response) A positive value makes it less sensitive (more activity is

needed to start rate response)Considerations

Patient age, lifestyle, everyday activities Patient’s fitness level (how likely is he to go jogging?) How well patient tolerates higher-rate pacing

Page 45: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Slope

Slope describes the sensor-drive pacing rate for a given level of activity

AutoSlope Based on recent activity levels

Page 46: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Slope in Action

Page 47: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Slope Programming ConsiderationsSlope determines “how much” rate response is

given for a specific activitySlope factors:

The patient’s age, activities, lifestyle How well he can tolerate rapidly paced

activity How much rate response he needs

Page 48: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Reaction Time

When the sensor determines the patient needs rate response, the Reaction Time parameter regulates how quickly rate response is delivered

Programmable to: Fast, Medium, SlowConsider the patient’s age, lifestyle, activities,

and how quickly he would need rate response Athletic patients probably need a faster

reaction time than couch potatoes Younger, fitter patients probably need a faster

reaction time than older, sedentary patients

Page 49: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Reaction Time in Action

Page 50: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Recovery TimeRecovery time determines the minimum

time it will take the sensor-driven rate at the maximum sensor rate to go back down to the programmed based rate

Similar to Reaction TimeProgrammable as Fast, Medium, Slow,

and Very SlowProgramming considerations are the

usual: Patient age, lifestyle, activity levels Tolerance of rate transitions (can he

tolerate a rapid change in rate?)

Page 51: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Recovery Time in Action

Page 52: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Maximum Sensor Rate

Maximum Sensor Rate is the fastest possible rate the pacemaker will pace in response to sensor input

It does not have to be the same setting as Maximum Tracking Rate (fastest rate the pacemaker will pace the ventricle in response to sensed atrial activity)

The Maximum Sensor Rate must be a rate that the patient can tolerate Maximum heart rate formula (220-age) x .90 is highest

possible setting But if patient cannot tolerate the maximum heart rate,

set the Maximum Sensor Rate to a rate he can tolerate

Page 53: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

ThresholdThreshold defines how much activity must occur

before the sensor “sees” activityMost patients do well with AUTOIf AUTO needs some further adjustment, use the

offset feature If sensor seems to react too often or too quickly,

program a positive offset If sensor does not seem to react soon enough or

at all, program a negative offset

Page 54: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Reaction and Recovery TimesReaction time determines how fast rate

response goes to work If the patient does not tolerate abrupt changes

in rate, program this to SLOWRecovery time determines how quickly a sensor-

driven rate goes back to the base rate MEDIUM is a good setting for most patients SLOW can expose the patient to prolonged

periods of pacing at a higher-than-necessary rate

Page 55: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

SlopeSlope is “how much” rate response a

patient receives once the sensor determines rate response is needed

AUTO is a good middle-of-the-road choice

Page 56: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Problem

How to control the pacing rate avoiding imbalance between energy consumption and energy supply of the myocardium, estimating:

minute volume (MV) of ventilation

relative stroke volume (SV)

diastolic time (tdiast)

AVOID ISCEMIA, NOT TO MEASURE IT !

Page 57: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Cardiovascular System with a Rate Adaptive Pacemaker

Page 58: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Measurement of Cardiac (ŻC) and Respiratory (ŻR) Impedances

Page 59: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Possible gates for heart rate control

No gates, fixed heart rate Heart rate (slope control) Ventricular volume, minimal stroke volume to

maintain body needs Energy based control : ratio of PVA to

myocardial perfusion index during cardiac cycle

Page 60: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Control system

Page 61: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Optimal v. min-max rate control

Optimal heart rate Mostly

technical, not from real heart physiology

Underestimates heart rate variability importance

Min-max rate gates

Allows to act as supervisory system for other cont. algorithms

Possibility to increase patient cardiovascular system adaptation

Page 62: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Energy Balance

Page 63: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

kAVDVE mc

diastmc tR

PV

SVPWE

myocardial myocardial blood volumeblood volume

oxygen uptake oxygen uptake (art(artererio-venous io-venous

differdiffereence)nce)

energetical energetical coefficientcoefficient

(balance)(balance)

hydraulic coronary resistance hydraulic coronary resistance (energy balance(energy balance))

SV

tkAVDR diast

Simplified Calculations

Page 64: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Simplified Calculations (cont.)

kSV

kSV

AVDt

AVDt

R

RCRR

restdiast

restrestdiastrest

,

CRSV

SV

t

t

restdiast

restdiast ,

6to2max CRRR

RCR

min

rest

coronary resistance ratiocoronary resistance ratio

coronary reservecoronary reserve healthy hearthealthy heartarteriosclerosisarteriosclerosis

the condition for the condition for mymyoocardium’s energy cardium’s energy balancebalance

Page 65: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Volume Measurement - Theory

Gmeas = Gblood + Gp

Gp is parallel conductance of muscle and must be removed to estimate volume

Hypertonic saline bolus injection

Conductance signal increases

Gb-ED & Gb-ES both increase

Conductivity of blood changes but not the conductivity of the muscle

Page 66: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Experimental setup with an isolated pig’s heart

Page 67: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

“ISHEMIA” data processing

Ischemic damage of myocardial cells

ECGEasy to measure,

Lots of data

SV, coronary perfusionDifficult to measureSmall pieces of data

INFORMATION:LIVE/DEAD

Rhythm type

Diff. to get prognosis

INFORMATION:Pump function

Ischemic status of cells

Easy to get prognosis

Page 68: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Conclusion

Rate response is almost a “standard feature” today

Pacemaker patients often suffer from at least a degree of chronotropic incompetence Many who are not chronotropically

incompetent now will become chronotropically incompetent with disease progression

There is no “perfect” sensorGate based control is important to avoid

“overpacing”

Page 69: Cardiovascular system and Heart ischemia (infarction) incl. Detection of heart ischemia using bioimpedance measurement Andres Kink 2012

Conclusions

Our experimental studies and theoretical speculations confirm that:

Increased concern over maintenance of energy balance within the heart may be addressed by novel pacing control algorithms that require only relative stroke volume information, derivable from bioimpedance measurements.

New impedance measurement methods can permit more reliable results to make such feedback systems feasible for rate control.