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Plantar fasciitis: are pain and fascial thickness associated with arch shape and loading?


Since the pioneering work of Hicks, (1,2) in which tensile forces within the plantar fascia Plantar fascia
A tough fibrous band of tissue surrounding the muscles of the sole of the foot. Also called plantar aponeurosis.

Mentioned in: Heel Spurs
 of cadaveric ca·dav·er  
n.
A dead body, especially one intended for dissection.



[Middle English, from Latin cad
 limbs were related to foot structure, the aspect ratio of the medial longitudinal arch (ie, the height-to-length ratio) has commonly been implicated im·pli·cate  
tr.v. im·pli·cat·ed, im·pli·cat·ing, im·pli·cates
1. To involve or connect intimately or incriminatingly: evidence that implicates others in the plot.

2.
 in the development of plantar fasciitis plantar fasciitis
n.
Inflammation of the fascia on the plantar surface of the foot, usually at the attachment to the heel, often making it painful to walk.
. Low-arched foot structures and foot pronation pronation /pro·na·tion/ (-na´shun) the act of assuming the prone position, or the state of being prone. Applied to the hand, the act of turning the palm backward (posteriorly) or downward, performed by medial rotation of the forearm. , in particular, have been suggested to increase tensile load within the plantar fascia, thereby increasing the risk of microdamage. (3,4) However, evidence for the role of aberrant arch mechanics in plantar fasciitis is equivocal. Although there is some evidence from radiographic radiographic (rā´dēōgraf´ik),
adj relating to the process of radiography, the finished product, or its use.
 studies that a lower static arch shape is more frequent in individuals with plantar fasciitis than in those without plantar fasciitis, (5,6) studies using motion analysis techniques typically have shown negligible differences in foot motion or arch dynamics between subjects with symptoms and pain-free controls. (7-9) As a consequence, we have previously questioned the role of arch mechanics in the etiology of plantar fasciitis. (7,10) However, the majority of research conducted to date has failed to confirm the clinical diagnosis of plantar fasciitis via diagnostic imaging modalities, despite a well-documented lack of specificity of clinical signs and symptoms in diagnosing plantar fasciitis. (11)

Although no single imaging technique is comprehensive, sonography sonography: see ultrasound  provides an inexpensive method for quantifying pathology of the plantar fascia. In particular, thickening of the plantar fascia has become a well-established sonographic criterion for the diagnosis of plantar fasciitis, and a reduction in sagittal sagittal /sag·it·tal/ (saj´i-t'l)
1. shaped like an arrow.

2. situated in the direction of the sagittal suture; said of an anteroposterior plane or section parallel to the median plane of the body.
 thickness has commonly been reported with the resolution of heel pain. (12-14) However, recent research involving individuals with diabetes has indicated that the morphology of the plantar fascia also may be related to the regional loading of the foot.

In a series of experiments, D'Ambrogi and colleagues (15-17) demonstrated that, although individuals with diabetic neuropathy Diabetic Neuropathy Definition

Diabetic neuropathy is a nerve disorder caused by diabetes mellitus. Diabetic neuropathy may be diffuse, affecting several parts of the body, or focal, affecting a specific nerve and part of the body.
 had a thicker plantar fascia, similar to that seen in plantar fasciitis, fascial fascial,
adj relating to the fascial.
 dimensions were positively correlated with the vertical force beneath the forefoot forefoot /fore·foot/ (-foot)
1. one of the front feet of a quadruped.

2. the fore part of the foot.
 during walking. The authors speculated that the thickened thick·en  
tr. & intr.v. thick·ened, thick·en·ing, thick·ens
1. To make or become thick or thicker: Thicken the sauce with cornstarch. The crowd thickened near the doorway.

2.
 fascia fascia (făsh`ēə), fibrous tissue network located between the skin and the underlying structure of muscle and bone. Fascia is composed of two layers, a superficial layer and a deep layer.  effectively increased the stiffness of the arch, resulting in greater plantar pressures during gait. Although there also is evidence that plantar fasciitis is associated with altered regional loading of the foot during gait, (18,19) the relationship between fascial thickness and plantar loading was evident only in individuals with diabetes and not in control subjects without diabetes. Whether the effect represents a systemic change associated with diabetes, a local change associated with mechanical factors, or their combination is unclear. (16)

Moreover, it is unknown to what extent, if any, local mechanical factors are related to the morphology of the plantar fascia in individuals with plantar fasciitis. It is particularly important to establish the effect of local mechanical factors on the morphology of the plantar fascia, given that fascial dimensions often are used to monitor the progression of plantar fasciitis. (20-22) The aims of the current investigation, therefore, were to compare sonographic measures of fascial thickness and radiographic measures of arch shape and regional loading of the foot during gait in individuals with and without unilateral plantar fasciitis and to investigate potential relationships between these loading and structural factors and the morphology of the plantar fascia in individuals with and without heel pain.

Materials and Methods

Subjects

Ten subjects (3 male and 7 female) with unilateral plantar heel pain ([[bar.X] [+ or -] SD] age=48 [+ or -] 12 years, height= 1.67 [+ or -] 0.09 m, weight=79.3 [+ or -] 10.2 kg) and 10 asymptomatic control subjects individually matched for age, sex, and body weight (age=47 [+ or -] 12 years, height=1.68 [+ or -] 0.11 m, weight=81.6 [+ or -] 10.6 kg) participated in the study. Subjects with heel pain had tenderness, localized to the calcaneal calcaneal /cal·ca·ne·al/ (kal-ka´ne-al) pertaining to the calcaneus.

calcaneal

arising from or pertaining to the calcaneus.
 insertion of the plantar fascia, which was exacerbated with weight bearing following periods of rest. Subjects were excluded if they had diffuse or bilateral pain, evidence of inflammatory arthropathy arthropathy /ar·throp·a·thy/ (ahr-throp´ah-the) any joint disease.arthropath´ic

Charcot's arthropathy  neuropathic a.
, (23) or a history of trauma or foot surgery. The mean ([+ or -] SD) duration of heel pain was 9 [+ or -] 6 months. Subjects gave written informed consent prior to participation in the study, in accordance with university research ethics policy.

Protocol

Prior to testing, the magnitude of heel pain on return to weight bearing following rest was measured with a 10-cm visual analog pain scale * anchored by the terms "no pain" and "worst pain ever." Nonweight-bearing sagittal sonograms of the fascial insertion of each foot subsequently were acquired with a variable-frequency 12-5 MHz (MegaHertZ) One million cycles per second. It is used to measure the transmission speed of electronic devices, including channels, buses and the computer's internal clock. A one-megahertz clock (1 MHz) means some number of bits (16, 32, 64, etc.  linear array transducer (HDI HDI Human Development Index (UNDP yardstick of human welfare)
HDI Help Desk Institute
HDI Humpty Dumpty Institute (New York, New York)
HDI High Density Interconnect
 5000([dagger])) and coupling gel. Subjects were positioned prone with their ankle in neutral (0[degrees] of dorsiflexion dorsiflexion /dor·si·flex·ion/ (dor?si-flek´shun) flexion or bending toward the extensor aspect of a limb, as of the hand or foot.

dor·si·flex·ion
n.
The turning of the foot or the toes upward.
 and plantar flexion flexion /flex·ion/ (flek´shun) the act of bending or the condition of being bent.

flex·ion
n.
1. The act of bending a joint or limb in the body by the action of flexors.

2.
). The sagittal thickness of the proximal insertion of the plantar fascia was measured, to the nearest tenth of a millimeter, at a standard reference point 5 mm from the insertion, at the anterior aspect of the inferior border of the calcaneus calcaneus /cal·ca·ne·us/ (kal-ka´ne-us) pl. calca´nei   [L.] heel bone; the irregular quadrangular bone at the back of the tarsus. calca´nealcalca´nean

cal·ca·ne·us or cal·ca·ne·um
n.
 (Fig. 1). The bias and limits of agreement for repeated measurements of fascial thickness using this technique are 0.01 [+ or -] 0.06 cm. (7)

[FIGURE 1 OMITTED]

Weight-bearing lateral radiographic projections of both feet were obtained during quiet bipedal bipedal adjective Capable of locomotion on 2 feet  stance. (24) Radiographic images were saved to a personal computer in DICOM (medical, standard) DICOM - (From Digital Imaging and COmmunications in Medicine) A standard developed by ACR-NEMA (American College of Radiology - National Electrical Manufacturer's Association) for communications between medical imaging devices.  (Digital Imaging and Communications in Medicine Digital Imaging and Communications in Medicine (DICOM) is a standard for handling, storing, printing, and transmitting information in medical imaging. It includes a file format definition and a network communications protocol. ) format and postprocessed using MATLAB (MATrix LABoratory) A programming language for technical computing from The MathWorks, Natick, MA (www.mathworks.com). Used for a wide variety of scientific and engineering calculations, especially for automatic control and signal processing, MATLAB runs on Windows, Mac and  software. ([double dagger]) As depicted in Fig. 2, landmarks on the inferior surface of the calcaneus and the dorsum dorsum /dor·sum/ (dor´sum) pl. dor´sa   [L.]
1. the back.

2. the aspect of an anatomical structure or part corresponding in position to the back; posterior in the human.
 of the first metatarsal metatarsal /meta·tar·sal/ (met?ah-tahr´sal)
1. pertaining to the metatarsus.

2. a bone of the metatarsus.


met·a·tar·sal
adj.
Of or relating to the metatarsus.
 were manually digitized, and the calcaneal inclination and metatarsal declination declination, in astronomy, one of the coordinates in the equatorial coordinate system. The declination of a celestial body is its angular distance north or south of the celestial equator measured along its hour circle.  angles were derived, (25) relative to the horizontal, using a calibration grid positioned within the field of view. (26) The calcaneal-first metatarsal (CMT CMT Certified Medical Transcriptionist.

CMT
abbr.
Certified Medical Transcriptionist



CMT

California mastitis test.
1) angle, the angle subtended by the calcaneal inclination and metatarsal declination angles, (25) subsequently was calculated using Euclidean geometry Euclidean geometry

Study of points, lines, angles, surfaces, and solids based on Euclid's axioms. Its importance lies less in its results than in the systematic method Euclid used to develop and present them.
, in which the remaining angle of a triangle (CMT1) is calculated from the 2 known angles. (7) The root mean square error in determining the CMT1 angle via this method is 0.2 degree, with the limits of agreement for repeated measures of [+ or -] 0.5 degree. (26)

[FIGURE 2 OMITTED]

Following a familiarization period, a 23- x 44-cm EMED-SF pressure platforms with a spatial resolution (Data West Research Agency definition: see GIS glossary.) A measure of the accuracy or detail of a graphic display, expressed as dots per inch, pixels per line, lines per millimeter, etc. It is a measure of how fine an image is, usually expressed in dots per inch (dpi).  of 4 sensors per square centimeter was used to collect pressure data at a sampling rate of 50 Hz. The pressure platform provided an opportunity to estimate site-specific or regional forces within the foot. (27) Subjects completed 3 walking trials for each limb at their preferred pace. Consistency between trials was ensured by monitoring the stance phase duration, which differed by less than 5% between limbs. Trials were repeated if footsteps did not fall entirely within the boundaries of the pressure platform or if we observed gait adjustments secondary to visual targeting of the platform. Novel softwares was used to calculate the peak regional vertical force beneath the rear foot, midfoot, forefoot, and digits using a standardized masking procedure in which the length of the footprint, excluding the toes, was divided into equal thirds.19 Peak regional forces have been shown to be more sensitive to gait anomalies associated with plantar fasciitis than those derived from conventional foot-ground reaction force curves. (19) Peak regional ground reaction forces were normalized to body weight and averaged over the 3 walking trials.

Data Analysis

The Statistical Package for the Social Sciences (statistics, tool) Statistical Package for the Social Sciences - (SPSS) The flagship program of SPSS, Inc., written in the late 1960s.

["SPSS X User's Guide", SPSS, Inc. 1986].
 (version 12) ([parallel]) was used for all statistical procedures. Kolmogorov-Smirnov tests were used to evaluate data for underlying assumptions of normality. Because all outcome variables were normally distributed, means and standard deviations were used as summary statistics. Differences in each of the dependent variables of interest (arch shape, fascial thickness, and peak vertical force beneath the rear foot, midfoot, forefoot, and digits) were compared between groups and limbs using a 2-factor analysis of variance. The limbs of the control subjects were individually matched to the symptomatic and asymptomatic limbs of the subjects with plantar fasciitis, giving rise to nominally termed symptomatic (Control S) and asymptomatic (Control A) control limbs. In each case, group (heel pain and control) and limb (symptomatic and asymptomatic) were treated as within-subject factors, with the standard error adjusted for paired observations as outlined previously. (28) Significant group-limb interactions were investigated using paired t tests. Relationships among the magnitude of pain, the sagittal thickness of the plantar fascia, static arch shape, and the average peak regional loading of the foot were investigated using scatter plots and Pearson product-moment correlations. An alpha level of .05 was used for all univariate tests of significance.

Results

There was a significant group X limb interaction in the sagittal thickness of the plantar fascia (F=43.8; df=l,9; P<.05). The plantar fascia of the symptomatic limb (6.1 [+ or -] 1.4 mm) was 48% thicker than that of its asymptomatic counterpart (4.2 [+ or -] 0.5 mm) and 75% to 79% thicker than the fascia of the matched control matched study, matched control

a comparison between groups in which each subject animal is matched by a comparable animal in terms of age and all other measurable parameters. Called also matched or paired control.
 limbs (3.4 [+ or -] 0.5 mm and 3.5 [+ or -] 0.6 mm). Similarly, the plantar fascia of the asymptomatic limb was significantly thicker than that of control limbs.

As demonstrated in Figure 3, there was no significant group X limb interaction in the peak regional loading of the foot. Similarly, there was no significant group X limb interaction in the mean CMT1 angle between the symptomatic limbs (130[degrees] [+ or -] 7[degrees]) and asymptomatic limbs (126[degrees] [+ or -] 7[degrees]) of the subjects with heel pain and the matched control limbs (128[degrees] [+ or -] 10[degrees] and 128[degrees] [+ or -] 8[degrees], respectively).

[FIGURE 3 OMITTED]

Table 1 demonstrates the relationship between perceived pain on weight bearing and the sagittal thickness of the plantar fascia, arch shape, and regional loading of the symptomatic foot. Significant correlations were noted between the magnitude of pain and fascial thickness (r=.68, P<.05), the magnitude of pain and the CMT1 angle (r=.76, P<.05), and the magnitude of pain and midfoot loading (r=.76, P<.05).

As shown in Table 2, the sagittal thickness of the plantar fascia was positively correlated with the CMT1 angle in the symptomatic feet (r=.89, P<.05) and asymptomatic feet (r=.64, P<.05) of the subjects with heel pain. Fascial thickness in the symptomatic foot also was positively related to the maximum force beneath the midfoot of the symptomatic limb (r=.79, P<.05). No significant correlations were found between the sagittal thickness of the plantar fascia and the arch shape and peak regional loading in the control limbs (Tab. 2).

Peak midfoot force was positively correlated with CMT1 in both the symptomatic (r=.93, P<.001) and asymptomatic (r=.64, P<.048) limbs of the subjects with heel pain but was not correlated in the matched control limbs (r=-.281 and .47, respectively).

Discussion

Although sagittal thickening of the plantar fascia has been widely documented in people with plantar fasciitis, (21,22,29) the present investigation is the first to demonstrate that the sonographic thickness of the symptomatic fascia is positively related to the severity of heel pain, as well as the peak regional loading and static shape of the arch of the symptomatic foot.

In the current investigation, thicker fascial structures were associated with lower arched feet but only in individuals with heel pain. Although the shape of the medial longitudinal arch, as measured by the CMT1, did not differ between subjects with and without plantar fasciitis, arch shape accounted for approximately 80% of the variance in the sagittal thickness of the symptomatic fascia. Although the strength of the relationship was lessened in the contralateral contralateral /con·tra·lat·er·al/ (-lat´er-al) pertaining to, situated on, or affecting the opposite side.

con·tra·lat·er·al
adj.
 limb ([r.sup.2]=.41), the finding is consistent with cadaveric models, in which fascial tension has been directly linked to the aspect ratio of the arch. (1,2) However, fascial thickness was not related to radiographic arch shape in the control limbs. Thus, assuming that fascial thickness reflects tensile loading, it would appear that the plantar fascia of individuals with heel pain either are exposed to greater internal loading, resulting in adaptive thickening, or are inherently thickened but incapable of tolerating normal tensile load, resulting in pain.

Given that both active (muscles) and passive (plantar fascia and ligaments) elements are important in the maintenance of the arch, (30) it is possible that muscular weakness, particularly of the intrinsic foot muscles, may result in a relatively greater internal loading of the plantar fascia and adaptive fascial thickening in people with plantar fasciitis. Reduced strength of the ankle and digital plantar flexors has been documented in individuals with plantar fasciitis, (31,32) suggesting that the plantar fascia may play a more pronounced role in arch maintenance. Although such a mechanism would explain the fascial thickening noted in people with diabetic neuropathy, (15-17) in which intrinsic foot muscle atrophy is common, the potential role of reflex inhibition of musculature musculature /mus·cu·la·ture/ (mus´kul-ah-cher) the muscular apparatus of the body or of a part.

mus·cu·la·ture
n.
The arrangement of the muscles in a part or in the body as a whole.
 secondary to heel pain cannot be discounted.

Similarly, it is equally plausible that plantar fasciitis may be characterized by a systemic or degenerative fascial thickening, comparable to that observed in tendon, (33) which results in a reduced capacity of the plantar fascia to tolerate normal tensile load. In support of this hypothesis, reduced mechanical properties of tendon with degenerative change has been noted in animal models. (34) As such, abnormal shape and movement of the arch would not necessarily be associated with plantar fasciitis, a finding consistent with the majority of research conducted to date. (7-9) Moreover, degenerative thickening has been hypothesized to proceed asymptomatically in humans (35) and would account for the increased fascial dimensions observed in the asymptomatic limb of individuals with heel pain. Prospective studies have indicated that as many as 45% of thickened Achilles tendons progress to develop clinical symptoms within 12 months (36) and that 40% of individuals with unilateral Achilles tendinopathy develop symptoms in the contralateral limb. (37) Although there is anecdotal evidence that plantar fasciitis may progress in a similar manner, (38) the clinical course of plantar fasciitis remains undocumented.

Previous investigators studying the effect of diabetes on the morphology of the plantar fascia have speculated that thickening of the fascia increased the stiffness of the foot and, as a consequence, resulted in greater load beneath the forefoot during gait. (15,16) The findings of the current study, however, do not support such a conclusion in plantar fasciitis. Rather, in the symptomatic limb, the sagittal thickness of the plantar fascia was found to be correlated with peak midfoot loading. Although it is possible that greater midfoot loading increases the internal compressive stress at the calcaneal attachment during mid-stance, resulting in pain and adaptive thickening of the plantar fascia, (39) it may equally represent an antalgic gait response in which individuals with heel pain make gait adjustments that specifically avoid dynamic loading of the painful area, as has been reported previously. (18,40)

Collectively, the findings of the current investigation may suggest that, although abnormal arch shape is not characteristic of plantar fasciitis, arch shape may influence midfoot loading and modify the internal pressure and level of pain at the fascial insertion. However, it is unknown whether the pain associated with plantar fasciitis is influenced primarily by external midfoot load, resulting in localized pressure near the fascial enthesis, or by the tensile stress borne directly by the plantar fascia as a consequence of arch shape.

Similarly, how the greater fascial dimensions may relate to clinical symptoms of heel pain is unclear. In tendinopathy, tendon dimensions have been shown to be positively correlated with both the severity of extracellular matrix disruption (41) and the level of tendon blood flow. (42) Although the role of collagen disruption in tendon pain has been questioned, (43) recent research has shown that pain levels associated with plantar fasciitis are positively correlated with hyperaemia Hy`per`ae´mi`a

n. 1. (Med.) A superabundance or congestion of blood in an organ or part of the body.
Active hyperæmia
congestion due to increased flow of blood to a part.
, as determined by power Doppler ultrasonography. (44)

Although suggestive that pain may be associated with neovascular in-growth, as proposed in tendon, (45,46) positive color flow and hypoechogenicity are neither specific to nor consistent findings in plantar fasciitis and often are reported in asymptomatic limbs. (20,44) It is likely, therefore, that neovascularization is not the primary cause of pain in people with plantar fasciitis. Although alternative biochemical hypotheses involving neurotransmitters, such as glutamate glutamate /glu·ta·mate/ (gloo´tah-mat) a salt of glutamic acid; in biochemistry, the term is often used interchangeably with glutamic acid.

glu·ta·mate
n.
1. A salt of glutamic acid.
 and substance P, have been implicated in tendon pain, (47,48) the significance of these factors in plantar fasciitis remains unknown.

As with all research, this study had a number of limitations. Chiefly, it should be remembered that this study evaluated the relationship among pain, fascial thickness, arch shape, and regional loading of the foot at the univariate level and, as such, cannot account for potential collinearity collinearity

very high correlation between variables.
 among variables. Given the positive correlations found in the current study among arch shape, midfoot loading, and fascial thickness, it is unknown which, if any, of these variables is independently associated with heel pain. Moreover, in light of the cross-sectional nature of the current study, conclusions regarding cause-and-effect cannot be made. Thus, it is unknown whether arch shape and midfoot loading contribute to the development of plantar fasciitis or whether heel pain influences the shape and loading of the foot during gait. Although the former offers a therapeutic window for mechanical interventions, such as insoles, taping, and arch supports, the latter would imply inherent limitations to such an approach. We recommend, therefore, that future studies use a prospective study design in which a multivariate modeling approach is used to estimate the respective roles of fascial thickness, arch shape, and regional loading in the development of heel pain.

Summary

The findings of the current investigation suggest that the severity of pain and fascial thickness associated with plantar fasciitis are related to both the regional loading and static shape of the arch of the foot. Although the effect is absent in individuals without plantar fasciitis, it is unknown whether these physical characteristics contribute to the development of plantar fasciitis or occur as a result of gait adaptations secondary to heel pain.

All authors provided concept/idea/research design. Dr Wearing, Dr Smeathers, and Dr Urry provided writing. Dr Wearing, Dr Smeathers, and Mr Sullivan provided data collection and analysis. Mr Yates and Dr Urry also provided data collection. Dr Wearing provided project management and subjects. Mr Dubois provided facilities/equipment and institutional liaisons. Dr Smeathers, Mr Sullivan, Mr Yates, Dr Urry, and Mr Dubois provided consultation (including review of manuscript before submission).

Ethical clearance for the project was obtained from the Queensland University of Technology Human Research Ethics Committee (QUT QUT Queensland University of Technology (Australia; now Queensland Institute of Technology)
QUT Position of Incident Is Marked (radiotelegraphy) 
 Ref No. 2335H).

The study findings were presented at the 2004 EMED EMED Eastern Mediterranean (shipping routes)
EMED Eastern Mediterranean Resources Public Limited
EMED Entrepreneurial Management and Executive Development
 International Scientific Meeting (Leeds, United Kingdom) and subsequently were published in abstract form in Clinical Biomechanics, 2005;20(9):S39.

This article was submitted May 12, 2006, and was accepted April 2, 2007.

DOI (Digital Object Identifier) A method of applying a persistent name to documents, publications and other resources on the Internet rather than using a URL, which can change over time. : 10.2522/ptj.20060136

References

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(5) Shama Sha´ma

n. 1. (Zool.) A saxicoline singing bird (Kittacincla macroura) of India, noted for the sweetness and power of its song.
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A method of treating tennis elbow and other musculoskeletal injuries that involves directing bursts of high-pressure sound waves at the affected area.

Mentioned in: Tennis Elbow
. Arch Orthop Trauma Surg. 2005;125:6-9.

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(21) Gibbon gibbon, small ape, genus Hyloblates, found in the forests of SE Asia. The gibbons, including the siamang, are known as the small, or lesser, apes; they are the most highly adapted of the apes to arboreal life.  WW, Long G. Ultrasound of the plantar aponeurosis (fascia). Skeletal Radiol. 1999;28:21-26.

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rheum
n.
A watery or thin mucous discharge from the eyes or nose.



rheum

any watery or catarrhal discharge.
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kinematics

Branch of physics concerned with the geometrically possible motion of a body or system of bodies, without consideration of the forces involved.
 of the human foot with digital fluoroscopy fluoroscopy /flu·o·ros·co·py/ (fldbobr-ros´kah-pe) examination by means of the fluoroscope.

fluo·ros·co·py
n.
Examination by means of a fluoroscope. Also called radioscopy.
. Gait Posture. 2005;21:326-332.

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* Pain Relief Foundation This article or section is written like an .
Please help [ rewrite this article] from a neutral point of view.
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, Clinical Sciences Centre, University Hospital Aintree, Lower Lane, Liverpool, United Kingdom L9 7AL.

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([parallel]) SPSS A statistical package from SPSS, Inc., Chicago (www.spss.com) that runs on PCs, most mainframes and minis and is used extensively in marketing research. It provides over 50 statistical processes, including regression analysis, correlation and analysis of variance.  Inc, 233 S Wacker Wacker may refer to:
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SC Wearing, PhD, is Research Fellow, Centre of Excellence for Applied Sport Science Research, Queensland Academy of Sport The Queensland Academy of Sport (QAS) is an initiative of the Queensland Government aimed at supporting the state’s elite and identified developing athletes.

Officially launched in May 1991, the Academy’s goal is to ensure that Queensland remains at the forefront
, Queensland, Australia, and Institute of Health and Biomedical Innovation The Institute of Health and Biomedical Innovation (IHBI) is a collaborative research centre based at the Queensland University of Technology (QUT) in Brisbane, Australia. While the bulk of the institute is located at a purpose built facility on the Kelvin Grove campus of QUT, a , Queensland University of Technology, corner of Blarney Blarney, village, Co. Cork, SE Republic of Ireland. Those who kiss the Blarney Stone, placed in an almost inaccessible position near the top of the thick stone wall of the 15th-century castle, are supposed to gain marvelous powers of persuasion and cajolery.  St and Musk Ave, Kelvin Grove, Queensland Kelvin Grove is an inner northern suburb of Brisbane, Queensland, Australia located 4 kilometres out from the CBD. This hilly suburb takes its name from Kelvingrove Park in Glasgow, Scotland.  4059, Australia. Dr Wearing also is Academic Fellow, HealthQWest, Bioengineering Unit, University of Strathclyde The University of Strathclyde (Scottish Gaelic: Oilthigh Srath Chluaidh) is a university in Glasgow, Scotland. History
The university originated as Anderson's Institution in 1796.
, Glasgow, Scotland. Address all correspondence to Dr Wearing at: s.wearing@qut. edu.au.

JE Smeathers, PhD, is Senior Lecturer, Institute of Health and Biomedical Innovation, Queensland University of Technology.

PM Sullivan, BAppSci (Med Rad Tech), Grad Dip App Sci (Med US), is Chief Sonographer Sonographers are medical professionals who operate ultrasonic imaging devices to produce diagnostic images and scans, videos, or 3D volumes of anatomy and diagnostic data. Sonography requires specialized education and skills to view, analyze and modify the scan to optimize the , Queensland X-ray, Mater Private Hospital The Mater Private Hospital is a hospital in Ireland, founded in 1986. It shares a campus on Eccles Street, Dublin 7, with its older sister hospital - the Mater Misercordiae Hospital, which is also known as the Mater Public. , South Brisbane, Queensland South Brisbane is an inner city suburb of Brisbane, Australia located on the southern bank of the Brisbane River, directly connected to the central business district by the Victoria Bridge and the Goodwill Bridge. , Australia.

B Yates, BAppSci (Med Rad Tech), is Chief Radiographer radiographer (rā´dēog´rfur),
n a specialist or technician in radiography.
, Queensland X-ray, Mater Private Hospital, South Brisbane, Queensland, Australia.

SR Urry, PhD, is Senior Lecturer, Institute of Health and Biomedical Innovation, Queensland University of Technology.

P Dubois, MB, BS, FRCR FRCR Fellow of the Royal College of Radiologists , FRACR, is Chairman and CEO (1) (Chief Executive Officer) The highest individual in command of an organization. Typically the president of the company, the CEO reports to the Chairman of the Board. , Queensland X-ray, Mater Private Hospital, South Brisbane, Queensland, Australia.

[Wearing SC, Smeathers JE, Sullivan PM, et al. Plantar fasciitis: are pain and fascial thickness associated with arch shape and loading? Phys Ther. 2007:87:1002-1008.]
Table 1.
Pearson r Correlation Coefficients
(P Value) Between Perceived Pain
on Weight Bearing and the Sagittal
Thickness of the Plantar Fascia,
Calcaneal-First Metatarsal (CMT1) Angle,
and Regional Loading Beneath the
Symptomatic Foot of the Subjects With
Heel Pain (n=10)

                    Pain on Weight
                    Bearing

Fascial thickness    .68 (a) (P=.032)
CMTI angle           .76 (a) (P=.011)
Rear-foot force     -.38 (P=.285)
Midfoot force        .76 (a) (P=.011)
Forefoot force      -.09 (P=.799)
Digital force       -.26 (P=.462)

(a) Statistically significant correlation (P<.05)

Table 2.
Pearson r Correlation Coefficients (P Value) Between the Sagittal
Thickness of the Plantar Fascia and the Calcaneal-First Metatarsal
(CMT1) Angle and Regional Loading Beneath the Foot in Symptomatic,
Asymptomatic, and Matched Control Limbs

            Fascial Thickness

            Control (A)     Control (S)     Asymptomatic

CMT1 angle  -.14 (P=.707)   -.35 (P=.318)   .64 (a) (P=.047)
Rear-foot   -.23 (P=.532)   -.32 (P=.367)      -.48 (P=.160)
  force
Midfoot     -.21 (P=.564)   -.09 (P=.809)       .51 (P=.135)
  force
Forefoot    .20 (P=.581)    .12 (P=.738)       -.04 (P=.904)
  force
Digital     -.18 (P=.626)   -.26 (P=.472)      -.23 (P=.520)
  force
            Fascial Thickness

            Symptomatic

CMT1 angle  .89 (a) (P=.001)
Rear-foot      -.46 (P=.182)
  force
Midfoot     .79 (a) (P=.007)
  force
Forefoot       -.14 (P=.696)
  force
Digital        -.10 (P=.790)
  force

(a) Statistically significant correlation (P < .05).

Figure 3.
The average peak vertical force, expressed as a percentage of body
weight, beneath the rear foot, midfoot, forefoot, and digits of
symptomatic, asymptomatic, and control limbs. The mean value is
included at the top of each bar. No statistically significant
diffrence was observed in the regional loading of the foot between
limbs.

                Rear Foot    Midfoot    Forefoot    Digits

Control (A)       60          61         64          58
Control (S)       14          13         10          14
Asymptomatic      82          81         81          76
Symptomatic       24          25         27          24

Note: Table made from bar graph.
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Title Annotation:Research Report
Author:Wearing, Scott C.; Smeathers, James E.; Sullivan, Patrick M.; Yates, Bede; Urry, Stephen R.; Dubois,
Publication:Physical Therapy
Geographic Code:8AUST
Date:Aug 1, 2007
Words:4816
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