Mass Transport in the Human Body
The Cardiovascular System
The Cardiovascular System - Function
• Transport of oxygen and nutrients
• Removal of waste products
• Exchange of messenger substances
• Immune system
• Regulation of body temperature
Relevant elements in Mass Transport in cadriovascular System
Arteries
• Conduct blood away from the heart
• Generally round
• High pressure
• Thick walls
• Not very elastic
• High oxygen concentration in systemic circulation
• Low oxygen concentration in pulmonary circulation
• Do not contain valves
Veins
• Conduct blood towards the heart
• Irregularly shaped
• Low pressure
• Thin walls
• Very elastic
• Low oxygen concentration in systemic circulation
• High oxygen concentration in pulmonary circulation
• Contain valves
Capillaries
• Connection between arteries and veins
• Exchange of materials between the blood and tissue cells
• Size of capillary bed depends on tissue type
• Diameter: ⌀ 8 µm (Size of erythrocyte)
• Wall thickness: 0.5 µm
Lymphatic system
• Consists of a fluid (lymph), lymphatic vessels and lymph nodes
• Drainage system for returning interstitial tissue fluid (interstitielle Gewebeflüssigkeit) and inflammatory cells (Entzündungszellen) to the blood
• Lymph nodes filter and provide immunologic surveillance of the lymph, its cells, and the foreign matter it contains
• Located near capillary beds
Blood
• Transport medium pumped by the heart throughout the body
• Transports oxygen and nutrients to the cells
• Carries away carbon dioxide and other waste products
• Regulatory functions enables adaptation to changing conditions of life
Composition of Blood
The Human Heart
Product and Process Examples of Caridac pacemaker
Function of Implantable cardioverter-defibrillator (ICD)
• Monitors the heart’s electrical rhythm
• Delivers controlled electrical impulses when needed to restore normal heart activity
• Battery lasts about 10 years
• 3 configurations
• Single Chamber
• Dual Chamber
• Biventricular
Configurations Implantable cardioverter-defibrillator
Pacing Leads
Recent developments in ICD
Subcutaneous implantable cardioverter defibrillator (S-ICD)
unlike traditional ICDs, the S-ICD lead is placed just under the skin, leaving the heart and veins untouched
Con: Bigger than ICDs
Leadless pacemakers
self-contained capsule that includes the battery, generator, and pacing electrodes
implanted percutaneously (through the skin) through the femoral vein
Con: currently only single-chamber RV pacing
Planar Couette Flow
Types of Fluids based on Viscosity
Newtonian and non-newtonian Fluids
Newtonian fluids:
• Linear relationship between applied force (τ = shear stress) and flow (𝛾ሶ = shear rate)
• 𝜏 = 𝜂 ⋅ 𝛾ሶ
• Water and oil exhibit Newtonian flow behavior
Non-Newtonian fluids:
• Non-linear relationship between applied force and flow.
• Heterogeneous materials or biological fluids consisting of multiple materials
Non-newtonian Fluids
Blood as a Fluid
Factors determining Blood Rheology
At constant temperature and flow conditions, the following variables are relevant for the rheological properties of blood:
1) Plasma viscosity: Cell-free part of the blood
2) Hematocrit: Red blood cells (Erythrocytes), Red cell plasticity
3) Red blood cell aggregation: Clumping of blood → Significantly determines blood viscosity
Plasma Viscosity
Hematocrit
Function and Characteristics of Red Blood Cells
Viscosity of Red Blood Cell Suspensions
Shear dependent viscosity
Non-Newtonian fluid at low shear rates
Newtonian fluid at high shear rates
At low shear rates
RBCs tend to aggregate (Rouleaux)
Aggregation determines viscosity at low shear rates
At high shear rates
RBC orient with the flow streamlines and behave like droplets
Influence of Hematocrit on Blood Viscosity
Fåhræus effect
describes the decrease of hematocrit - lower average concentration of RBCs - in a small tube r < 500 µm (capillary)
whole blood separates into a cell-free plasma layer along the tube wall and enriched central core
RBCs at the center move faster than the plasma at the tube wall
Fåhræus–Lindqvist effect
Fåhræus–Lindqvist effect describes the reduction of viscosity until the deformability limit of RBCs
Fåhræus effect contributes to the Fåhræus– Lindqvist effect
plasma cell-free area functions as a sliding layer (lower viscosity)
plasma cell-free area about 3 -5 µm thick
reduction of the internal friction between RBCs
Vessel Size and Blood Viscosity
Decrease of blood viscosity as the diameter of a vessel decreases (Fåhræus–Lindqvist effect) • Blood viscosity approaches plasma viscosity at a vessel diameter around 7-10 µm (size of RBC)
Further deacrease in vessel diameter increases the viscosity dramatically
the tubes become too narrow for the RBCs to squeeze through (deformability limit)
Multi-profile flow with grater vessel diameter
RBCs travel in different streamlines with different velocities
this irregular movement increases internal friction between RBCs and vessel wall leading to higher viscosities
Digression: Particle-based Simulations of Red Blood Cells
• mesh-free methods that employ a set of finite number of discrete particles to represent the state of a flow system and to record the evolution of the system (i.e., their positions and velocities)
• Pro: Simulation of complex structures like flexible RBCs
• Con: high computational costs
• The Fahraeus effect and the Fahraeus– Lindqvist effect serve as a standard validation test for blood flow models
Dissipative particle dynamics (DPD)
mesoscopic model
the whole computational domain is discretized into a set of particles
particles may be considered as a cluster of particles
different DPD particles are employed to distinguish different components in the computational domain
e.g., RBC membrane, internal fluid, suspending fluid, wall
particles move according to Newton’s second law
Lattice Boltzmann method (LBM)
a hybrid mesh-particle method
the fluid is modeled as a set of fictitious particles, and such particles undergo consecutive propagations and collision processes over a discrete lattice mesh
usually the immersed boundary method (IBM) is used to handle the fluid-RBC interaction
Smoothed Particle Hydrodynamics (SPH)
macroscopic model
a kernel function is used to discretize the whole computational domain into a set of particles
each particle has a spatial distance, called the smoothing length, over which its physical properties are given by the kernel function
different particles are employed to distinguish different components in the computational domain (like DPD)
particles move according to Newton’s second law (like DPD)
Particle-based Simulations of Red Blood Cells - Overview
Disturbance of blood flow – Sickle cell anaemia
Haemoglobin forms stiff rods inside the red blood cells, making them rigid and inflexible
Loss of flexibility leads to blockage of vessels
Sickle cells die much faster than healthy ones, typically lasting 10- 20 days, causing a shortage of red blood cells resulting in shortage of oxygen supply
Disturbance of blood flow - Atherosclerosis (Arterienverkalkung)
The wall of the artery develops abnormalities that lead to narrowing
The narrowing of arteries limits the flow of oxygen-rich blood to parts of the body
It can result in coronary artery disease, stroke, peripheral artery disease, or kidney problems, depending on which arteries are affected
It is the number one cause of death and disability in the developed world
Disturbance of blood flow - Thrombosis
prevailing vascular disorder
formation of a blood clot inside a blood vessel
blood has to be diverted over and around the clot leading to an increase of flow velocity
A clot, or a piece of the clot, that breaks free and begins to travel around the body is known as an embolus
embolus can lead to blockage and hence to a disturbance of blood supply
Recent developments - In Vitro Biomimetic Models of Human Thrombosis
Thrombosis-on-Chip that models human response in an engineered living microenvironment
In vitro study to understand clogging and to predict human response in drug delivery processes
Attributes of fluid flow
1) laminar or turbulent flow : Re < 2000: laminar, Re > 2000: turbulent +
2) compressible or incompressible
3) viscous or non-viscous
4) rotational (vortices) or irrotational
5) steady (constant in time) or pulsatile (with pulsing changes)
Conservation Equations and Force Balances
Continuity Equation
Bernoulli’s Equation
Resistance in Flow
• Bernoulli’s equation assumes ideal, non-viscous fluid
• Viscosity is the friction during flow and causes the pressure to drop during flow
• To maintain flow in a tube a pressure difference is needed
Hagen-Poiseuille Equation
Laplace’s equation
Blood Pressure
Blood pressure is usually given as gauge pressure (pressure relative to atmospheric pressure): 𝑃𝑔𝑎𝑢𝑔𝑒 = 𝑃𝑎𝑏𝑠 − 1 𝑎𝑡𝑚
Blood pressure is measured in arteries using a sphygmomanometer (veins do not have sufficient pressure to be easily detected)
Pulsatile Flow
Flow through Blood Vessels: size, velocity of blood vessels
Womersley Number
Flow disturbance in the Aorta
Flow Bifurcation
Murray‘s Law
Predicts thickness of branches in biological transport networks
cardiovascular system
respiratory system
Basic physical principle
Minimizes energy needed for transport and maintenance processes
Loss via shear force -> ideal volume as large as possible
Loss via metabolic maintenance -> ideal volume as small as possible
Derivation through Hagen-Poiseuille and continuity equation
Derivation of Murray’s Law
Bifurcations optimized for Oxygen Delivery
Advancement of Murray‘s law
Considers blood as non-newtonian fluid
Optimizes vessel diameter according to oxygen delivery instead of maintenance metabolism
Asymmetrically bifurcating Networks/Minimum Murray‘s Work
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