Trabecular bone in the calcaneus of runners
RESEARCH ARTICLE
Trabecular bone in the calcaneus of runners
Andrew Best1*, Brigitte Holt1, Karen Troy2, Joseph Hamill3
1 Department of Anthropology, University of Massachusetts, Amherst, Massachusetts, United States of
America, 2 Department of Biomedical Engineering, Worcester Polytechnic Institute, Worcester,
Massachusetts, United States of America, 3 Department of Kinesiology, University of Massachusetts,
Amherst, Massachusetts, United States of America
*
Abstract
a1111111111
a1111111111
a1111111111
a1111111111
a1111111111
OPEN ACCESS
Citation: Best A, Holt B, Troy K, Hamill J (2017)
Trabecular bone in the calcaneus of runners. PLoS
ONE 12(11): e0188200. https://doi.org/10.1371/
journal.pone.0188200
Editor: Alena Grabowski, University of Colorado
Boulder, UNITED STATES
Received: February 28, 2017
Accepted: November 2, 2017
Published: November 15, 2017
Copyright: © 2017 Best et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited.
Data Availability Statement: All relevant data are
within the paper and its Supporting Information
files.
Funding: Joseph Hamill provided funding for
participant transportation to and from WPI.
Competing interests: The authors have declared
that no competing interests exist.
Trabecular bone of the human calcaneus is subjected to extreme repetitive forces during
endurance running and should adapt in response to this strain. To assess possible bone
functional adaptation in the posterior region of the calcaneus, we recruited forefoot-striking
runners (n = 6), rearfoot-striking runners (n = 6), and non-runners (n = 6), all males aged
20–41 for this institutionally approved study. Foot strike pattern was confirmed for each runner using a motion capture system. We obtained high resolution peripheral computed
tomography scans of the posterior calcaneus for both runners and non-runners. No statistically significant differences were found between runners and nonrunners or forefoot strikers
and rearfoot strikers. Mean trabecular thickness and mineral density were greatest in forefoot runners with strong effect sizes (<0.80). Trabecular thickness was positively correlated
with weekly running distance (r2 = 0.417, p<0.05) and years running (r2 = 0.339, p<0.05)
and negatively correlated with age at onset of running (r2 = 0.515, p<0.01) Trabecular thickness, mineral density and bone volume ratio of nonrunners were highly correlated with body
mass (r2 = 0.824, p<0.05) and nonrunners were significantly heavier than runners (p<0.05).
Adjusting for body mass revealed significantly thicker trabeculae in the posterior calcaneus
of forefoot strikers, likely an artifact of greater running volume and earlier onset of running in
this subgroup; thus, individuals with the greatest summative loading stimulus had, after
body mass adjustment, the thickest trabeculae. Further study with larger sample sizes is
necessary to elucidate the role of footstrike on calcaneal trabecular structure. To our knowledge, intraspecific body mass correlations with measures of trabecular robusticity have not
been reported elsewhere. We hypothesize that early adoption of running and years of sustained moderate volume running stimulate bone modeling in trabeculae of the posterior
calcaneus.
Introduction
Trabecular bone forms porous networks in long bone epiphyses, joint articulations, and
throughout the internal volumes of the foot bones. Elastic properties of trabecular bone are a
function of several characteristics, including the average thickness of each trabecular strut (trabeculae), the number of struts per unit area, the total volume of trabecular bone per unit area
PLOS ONE | https://doi.org/10.1371/journal.pone.0188200 November 15, 2017
1 / 14
Trabecular bone in the calcaneus of runners
(bone volume fraction: a function of trabecular number and thickness), orientation and connectivity of struts, and mineral density. Density of trabecular bone was first correlated with
mechanical properties 50 years ago [1, 2], and by the 1970’s and 1980’s architectural properties
were as well [3, 4, 5, 6]. Computed tomography, an x-ray imaging tool, now allows for precise
and nondestructive analysis of trabecular architecture. Diederichs et al. [7] found that CTderived trabecular properties are highly predictive of mechanical strength in the calcaneus,
particularly bone mineral density (r2 = 60%), bone volume fraction, (r2 = 63%) and average
thickness of trabeculae (r2 = 53%). Trabeculae are usually aligned with the principle direction
of strain [8], and degree of anisotropy- a measure of trabecular alignment- is positively correlated with mechanical strength in the prevailing direction of trabeculation [9].
The process by which bone adapts to stress was first described by Wolff [10] and others [11]
and later refined and termed bone functional adaptation (BFA) by Ruff et al. [12]. While BFA
has been debated in its details and mechanisms, it is generally accepted that long bone diaphyseal shape and bending strength respond to loading [12], although some researchers have
argued that cross-sectional shape does not reflect loading history (e.g. [13]). Recent work has
clearly shown a similar adaptive response in trabecular bone. Animal experiments demonstrate increases in trabecular thickness, mineral density, bone volume fraction, and anisotropy
in response to loading [14, 15, 16, 17, 18], and trabecular bone measures are frequently used to
infer physical behavior, including locomotor patterns, in hominin and primate skeletal material [19, 20, 21, 22, 23, 24, 25, 26, 27]. Loading-induced increases in trabecular number are
seen in young animal experiments [18, 15]; this variable is thought to be malleable early in life
and does not comprise a significant part of bone adaptation in adults. However, some evidence
suggests that attenuation of trabecular bone volume with ageing differs between the sexes, with
women losing trabecular number and men losing trabecular thickness, perhaps leading to
increased number of (now thinner) trabeculae in men [28].
The purpose of the present study is to investigate possible trabecular bone adaptation resultant from a common activity that subjects bone to a regime of repetitive and high strain:
endurance running. Previous work has identified cortical and trabecular bone adaptation in
the tibia of endurance runners [29, 30, 31]. We chose to study the calcaneus, not just because it
endures tremendous forces during endurance running but also because its function differs
based on foot strike. Foot strike patterns during running include forefoot striking (FFS),
where the forefoot makes initial contact; midfoot striking (MFS), where the forefoot and heel
make ground contact simultaneously; and rearfoot striking (RFS), where the heel strikes first
before the body’s center of mass mov (...truncated)