Measurement of Orientation and Distribution of Cellular Alignment
and Cytoskeletal Organization
WILLIAM J. KARLON,
1
PIN-PIN HSU,
1
SONG LI,
1
SHU CHIEN,
1
ANDREW D. MCCULLOCH,
1
and JEFFREY H. OMENS
2
1
Department of Bioengineering, University of California, San Diego, 9500 Gilman Drive, Mail Code 0412, La Jolla, CA
and
2
Department of Medicine, University of California, San Diego, 9500 Gilman Drive, Mail Code 0613-J, La Jolla, CA
(Received 22 December 1998; accepted 23 August 1999)
Abstract—Endothelial cells elongate and align with the direc-
tion of applied fluid shear stress. Previously, automated meth-
ods for analysis of cell orientation distribution have used
Fourier- or fractal-based methods. We used intensity gradients
in images of control and sheared endothelial cells to measure
orientation distributions. Automated measurements of mean ori-
entation and angular deviation compared favorably with manual
measurements. There was a significantly greater angular devia-
tion in images of control cells compared with sheared cells.
Automated methods were also used to quantify organization of
cytoskeletal fibers using the local angular deviation and a mea-
sure of the local coalignment of fibers called the coalignment
ratio. The local angular deviation of microtubules and mi-
crofilaments was significantly smaller in sheared cells com-
pared with control. The coalignment of cytoskeletal fibers was
significantly greater in sheared cells. We conclude that image
intensity gradients can be used rapidly, accurately, and objec-
tively to measure cell orientation distributions and cytoskeletal
filament organization. © 1999 Biomedical Engineering Soci-
ety. S0090-69649900506-8
Keywords—Endothelial cells, Shear stress, Intensity gradients,
Actin filaments, Microtubules.
INTRODUCTION
The orientation response of cells to mechanical
stimuli such as stretch and shear stress has been de-
scribed in several cell types.
2,3,17
In cell culture models,
endothelial cells respond by elongation and alignment in
the direction of applied steady flow.
3,4,11
Early reports on
this orientation response were mostly qualitative. Later,
manual measurements and automated computer methods
were used to quantify the response of individual cells.
15
Cytoskeletal remodeling in response to fluid shear has
been described qualitatively,
12,16,19
but presently, few
quantitative measurements of cytoskeletal organization
have been performed. Previous investigations have used
Fourier methods
9,14
and fractals
18,20
to analyze cytoskel-
etal structure, but the accuracy of these methods is dif-
ficult to test. Cytoskeletal elements such as actin mi-
crofilaments have been analyzed in a wound healing
study using classification into categories such as parallel
arrangement or lack of central filaments.
10
This type of
semiquantitative method provides descriptive information
about organization, but can be difficult to interpret and
analyze statistically. A recent quantitative study of en-
dothelial cell cytoskeleton reorganization by Galbraith
et al. used manual measurement techniques and indicated
that remodeling occurs in a time-dependent manner.
7
Au-
tomated techniques could be used to quantify time-
dependent cell alignment in response to shear stress or
cytoskeletal remodeling rapidly and objectively. A quan-
titative study of actin stress fiber orientation was per-
formed by Petroll et al. using Fourier methods.
14
They
describe an orientation index based on the power spec-
trum of the two-dimensional Fourier transform. A similar
approach was used by Palmer and Bizios for quantifying
endothelial cell alignment, but they concluded that Fou-
rier methods were unable to predict angular deviation
accurately.
13
Image analysis techniques developed for assessing
oriented texture patterns
1
were shown recently to be use-
ful for measuring myofiber disarray associated with fa-
milial hypertrophic cardiomyopathy.
8
We modified these
techniques to estimate rapidly, accurately, and objec-
tively the mean, angular deviation and distribution of
orientation of endothelial cells which became aligned in
response to shear stress. We also showed that intensity
gradients can be used to quantify the organization of
cytoskeletal filaments. For this study, cytoskeletal orga-
nization is defined to be the degree to which cytoskeletal
fibers in a local region have the same orientation. Local
is defined by a length scale that is small with respect to
the maximum dimension of the cell, so as to describe the
behavior of individual fibers rather than the cell as a
whole. We hypothesized that measurement of local con-
Address correspondence to Jeffrey H. Omens, Department of Medi-
cine, University of California, San Diego, 9500 Gilman Drive, Mail
Code 0613-J, La Jolla, CA 92093. Electronic mail: omens@be-
research.ucsd.edu
Annals of Biomedical Engineering, Vol. 27, pp. 712–720, 1999 0090-6964/99/276/712/9/$15.00
Printed in the USA. All rights reserved. Copyright © 1999 Biomedical Engineering Society
712