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The majority of growth and remodelling of the vascular network takes place when
blood circulation has already initiated

What does flow velocity lead to in at the endothelial cells
shear stress: parallel to the tissue surface, depends on the flow rate, viscosity geometry of the tube
What does pressure lead to in at the endothelial cells
Circumferential (tangential) and axial stress (along the long axis of the vessel)
What is the equation of conservation of momentum
delta p = u delta² u

What is the equation of conservation of mass
delta u = 0

What is the equation for the boundary conditions from wall dynamics
u|sigma = ub

What can the application of flow velocimetry to cell/tissue dynamics be used for
PIV can be used to tissue flows/deformations
Cell tracking (based on nucleolus market)
What are the key concepts of cell mechanics
cell junctions
cell flows
minimal cell models: vertex models
solid-fluid transitions of tissues
What are the cell mechanics of epithelial cells
apico-basal (different sets of proteins/structures in the apical and basal regions)
basal interfaces adhere to ECM (focal adhesions)
cells adhere to each other through adhesion molecules (cadherins, bound, indirectly, to an actomyosin network)
Actomyosin cytoskeleton: actin filaments myosin molecular motors: strongly concentrated near the cell membrane, allowing cells and tissues to deform
Two-dimensional models provide good phenomenology

Cell matrix adhesion
focal adhesions, integrins link the cell to the extracellular matrix (ECM) and transmit mechanical forces

Adherens Junctions
connects actin filaments of neighbouring cells; maintain structural integrity hold cells together
Adhesion molecule
cadherin

mechanosensing proteins:
talin, vinculin and myosin-II, a-catenin
What happens to the ATP under mechanical stress
Under mechanical stress, ATP released through channel protein Pannexin-1 activates purinergic receptors in the neighbouring cells to regulate cell tension

What do tissue-level and cell-level studies show about the mechanics of epithelial cell layers?
Epithelial cell layers behave as mechanically integrated tissues, but their deformation can also be understood at the level of individual cell shape changes

What tools can be used to quantify cell shape from microscopy images
cell pose (based on pretrained neural network models), cell profiler, image J, matlab and payton libraries
What tools can be created for segmentation output
cell masks (the intensity of the pixels within a cell are set to a constant ID value). Cell boundaries can then be extracted; cell orientation/elongation can be quantified
What is cell intercalation
change in neighbouring cells can be driven
forces: both extrinsic (applied by other cells or stretcher), or/and intrinsic (actomyosin)
contributes to viscoelasticity of epithelial tissues; region specific
solid to fluid transitions
fluidity allows tissue remodelling
solid state: tissue establishment/maintenance
What is the equation for a network of vertexes that move under a force
Fu=- vector ru EVM

What is the equation for shape factor
po =Po/sqrt(Ao)

What is the monolayer tissue growth in vitro
originally used to study the spread of a favoured gene through a population
good model for expansion of an in vitro monolayer cell colony due to proliferation and cellular migration
low n densities proliferation is approximately exponential, with linear growth rate r n
Approaching N, inhibition of proliferation rate
What is the Fisher’s equation
differential n/ differential t = rn (N-n) +D vector² n

What is the Fisher’s equation that includes motility
rn(N-n)

What mechanical forces do endothelial cells experience from blood flow?
Shear stress, Circumferential stress, Axial stress

What determines shear stress in a vessel?
Shear stress depends on:
flow rate
viscosity
vessel geometry
What equations are central in an in silico fluid model?
Conservation of momentum
Conservation of mass
plus boundary conditions from wall dynamics.
What does EHT stand for?
Endothelial-to-hematopoietic transition.
Where does zebrafish EHT occur in this lecture example?
In cells from the ventral wall of the dorsal aorta.
What mechanical cue is important for EHT?
Circumferential stress caused by pulsatile blood flow.
How are hematopoietic progenitors extruded during EHT?
By actomyosin contraction in the endothelium.
How do cultured endothelial cells usually orient under flow?
They usually elongate along the flow direction.
How do endothelial cells orient under cyclic strain?
They tend to re-orient perpendicular to the axis of strain.
What is one example showing mechanics in pathfinding?
RGC axons sense a stiffness gradient and grow toward softer tissue, involving Piezo1.
What is microaspiration?
A method where negative pressure pulls a cell or tissue into a narrow channel to measure mechanics.
What can microaspiration measure?
It can estimate modulus/compliance from:
channel geometry
applied pressure
displacement into the channel
What are the two main imaging velocimetry methods mentioned?
Particle tracking (PT)
Particle image velocimetry (PIV)
What is particle tracking?
Tracking individual particles over time; it is accurate but computationally expensive.
What kind of approach is particle tracking?
A Lagrangian approach
What is PIV?
A method that tracks ensembles of particles to estimate velocity fields.
What kind of approach is PIV?
An Eulerian approach.
What is one limitation of PIV?
It may struggle with unsteady flows or sharp gradients.
How can optical tweezers be used in flow studies?
By measuring the displacement of a trapped particle from the trap center to estimate flow.
What limits optical tweezers velocimetry?
It requires optical access and only works for low drag forces.
What does traction force microscopy measure?
The traction forces cells apply to a substrate.
How does traction force microscopy work?
It infers substrate deformation from movement of:
embedded microbeads/nanobeads
or micropatterns such as micropillars
How does optogenetic control of RhoA affect contractility?
Recruit optoGEF-RhoA to membrane → increase contractility
Sequester it at mitochondria → decrease contractility
What are the main adhesion systems in epithelial cells?
Focal adhesions to ECM
Cadherin-based junctions between cells
What is laser ablation used for in tissue mechanics?
To estimate junctional tension from the relaxation/recoil after ablation.
What does cell segmentation allow you to quantify?
It allows extraction of:
cell boundaries
orientation
elongation
shape metrics
What do ferrofluid microdroplets measure?
They probe tissue mechanics:
fast time constant → elastic response
slow time constant → viscous/dissipative response
What is cell intercalation?
A neighbor exchange process that contributes to tissue viscoelasticity, remodeling, and solid-to-fluid transitions.
What is the key idea of vertex models?
They model epithelial tissues as networks of moving vertices, with mechanics depending on cell area, perimeter, elasticity, and line tension.