Fluctuating asymmetry and low back pain



Similar documents
Al-Eisa E, Egan D, Deluzio K, & Wassersug R (2006). Spine; 31(3): E71-79.

W SITTING, KNEELING, LONG LEG & SIDE SITTING Perils, Problems, & Prevention

Screening Examination of the Lower Extremities BUY THIS BOOK! Lower Extremity Screening Exam

are you reaching your full potential...

MET: Posterior (backward) Rotation of the Innominate Bone.

ICD-10 Cheat Sheet Frequently Used ICD-10 Codes for Musculoskeletal Conditions *

Anatomy and Pathomechanics of the Sacrum and Pelvis. Charles R. Thompson Head Athletic Trainer Princeton University

Online Course Descriptions (degree seeking):

The One-Leg Standing Test and the Active Straight Leg Raise Test: A Clinical Interpretation of Two Tests of Load Transfer through the Pelvic Girdle

A Patient s Guide to Diffuse Idiopathic Skeletal Hyperostosis (DISH)

Structure and Function of the Hip

SPINE. Postural Malalignments 4/9/2015. Cervical Spine Evaluation. Thoracic Spine Evaluation. Observations. Assess position of head and neck

The goals of surgery in ambulatory children with cerebral

Massage and Movement

The Essential Lower Back Exam

Determining the Posture, Shape and Mobility of the Spine

No Equipment Agility/Core/Strength Program for Full Body No Equip Trainer: Rick Coe

Lower Body Exercise One: Glute Bridge

Spinal Arthrodesis Group Exercises

Client Sex Facility Birth Date Height Weight Measured Sample Client Male (not specified) 00/00/ in lbs. 02/20/2016

Movement Pa+ern Analysis and Training in Athletes 02/13/2016

Terminology of Human Walking From North American Society for Gait and Human Movement 1993 and AAOP Gait Society 1994

FUNCTIONAL MOVEMENT SCREENING AND CORRECTIVE EXERCISE SYSTEM

Chiropractic ICD 9 Code List

Gait with Assistive Devices

This document fully describes the 30 Day Flexibility Challenge and allows you to keep a record of your improvements in flexibility.

Gait. Maturation of Gait Beginning ambulation ( Infant s gait ) Upper Limb. Lower Limb

THE BENJAMIN INSTITUTE PRESENTS. Excerpt from Listen To Your Pain. Assessment & Treatment of. Low Back Pain. Ben E. Benjamin, Ph.D.

Coccydynia. (Coccyx Pain) Information for patients. Outpatients Physiotherapy Tel:

Injury Prevention for the Back and Neck

Breakout 2 - OMT for the Lumbar Spine and Sacrum Gretta A. Gross, DO

Chapter 9 The Hip Joint and Pelvic Girdle

AMERICAN COUNCIL ON EXERCISE PERSONAL TRAINER UNIVERSITY CURRICULUM LAB MANUAL

SAE / Government Meeting. Washington, D.C. May 2005

o Understand the anatomy of the covered areas. This includes bony, muscular and ligamentous anatomy.

Case Studies Updated

for Image Scaling Enabling Digital Orthopaedics

Chiropractic ICD-10 Common Codes List

The Effects of Cox Decompression Technic in the Treatment of Low Back Pain and Sciatica in a Golf Professional

Psoas Syndrome. The pain is worse from continued standing and from twisting at the waist without moving the feet.

Lumbar Back Pain in Young Athletes

Stabilizing the Pelvis With Exercise

Stretching the Low Back THERAPIST ASSISTED AND CLIENT SELF-CARE STRETCHES FOR THE LUMBOSACRAL SPINE

HELPFUL HINTS FOR A HEALTHY BACK

Sit stand desks and musculo skeletal health. Katharine Metters

Laboratory 1 Anatomical Planes and Regions

Pain Management Top Diagnosis Codes (Crosswalk)

Mechanics of the Human Spine Lifting and Spinal Compression

Runner's Injury Prevention

ANATOMY & PHYSIOLOGY ONLINE COURSE - SESSION 2 ORGANIZATION OF THE BODY

Biomechanical Analysis of the Deadlift (aka Spinal Mechanics for Lifters) Tony Leyland

First Year. PT7040- Clinical Skills and Examination II

INTER-RATER AND INTRA-RATER RELIABILITY OF ACTIVE HIP ABDUCTION TEST FOR STANDING INDUCED LOW BACK PAIN

Mike s Top Ten Tips for Reducing Back Pain

Low Back Pain: Exercises

Addressing Pelvic Rotation

BP MS 150 lunch and learn: Stretching and injury prevention. Dr. Bart Kennedy (Sports Chiropractor) and Josh Thompson February 04, 2015

Surgical Art. Formulaic Drawing Method. DRAWING WORKSHOP Learning to sketch for patient notes

How You Can Do Research in Your Practice: Case Studies

A proper warm-up is important before any athletic performance with the goal of preparing the athlete both mentally and physically for exercise and

6/3/2011. High Prevalence and Incidence. Low back pain is 5 th most common reason for all physician office visits in the U.S.

Ron Schenk PT, PhD 1

Discogenic Low Backache A clinical and MRI correlative study A DISSERTATION SUBMITTED TO UNIVERSITY OF SEYCHELLES AMERICAN INSTITUTE OF MEDICINE

Features and Benefits at a Glance Standard Features ExclusiveTable Maneuverability Superior Imaging High Stability Ordering Information

Resorptive Changes of Maxillary and Mandibular Bone Structures in Removable Denture Wearers

SOUTH DAKOTA DC'S ARE REQUIRED TO OBTAIN 40 HOURS WITHIN THE CURRENT TWO YEAR EDUCATION CYCLE WHICH IS FROM JANURY 1, 2016 THROUGH DECEMBER 31, 2017

McMaster Spikeyball Therapy Drills

Turnout for Dancers: Hip Anatomy and Factors Affecting Turnout

Stretching the Major Muscle Groups of the Lower Limb

Hip Pain HealthshareHull Information for Guided Patient Management

KNEE EXERCISE PROGRAM

12. Physical Therapy (PT)


Lower Back Pain An Educational Guide

Lumbar/Core Strength and Stability Exercises

The Pilates Studio of Los Angeles / PilatesCertificationOnline.com

New York State Workers' Comp Board. Mid and Lower Back Treatment Guidelines. Summary From 1st Edition, June 30, Effective December 1, 2010

Integrated Manual Therapy & Orthopedic Massage For Low Back Pain, Hip Pain, and Sciatica

This week. CENG 732 Computer Animation. Challenges in Human Modeling. Basic Arm Model

PERFORMANCE RUNNING. Piriformis Syndrome

A Syndrome (Pattern) Approach to Low Back Pain. History

CYCLING INJURIES. Objectives. Cycling Epidemiology. Epidemiology. Injury Incidence. Injury Predictors. Bike Fit + Rehab = Happy Cyclist

American Osteopathic Academy of Sports Medicine James McCrossin MS ATC, CSCS Philadelphia Flyers April 23 rd, 2015

HYPERLORDOSIS & PILATES TREATMENT

Evaluation, Treatment, and Exercise Rx for Muscle Imbalance in the Lower Extremities April 5, 2014 AOCPMR Midyear Meetingr Rebecca Fishman, D.O.

Physical Therapy Corner: Knee Injuries and the Female Athlete

Flat foot and lower back pain

Evaluation and Design Strategy of an Upper Limb supporting for desktop work

The Five Most Common Pathomechanical Foot Types (Rearfoot varus, forefoot varus, equinus, plantarflexed first ray, forefoot valgus)

Preventing Knee Injuries in Women s Soccer

Spine Conditioning Program Purpose of Program

THE SKELETAL SYSTEM FUNCTIONS OF THE SKELETAL SYSTEM

ERGONOMICS. University at Albany Office of Environmental Health and Safety 2010

R/F Using Tomosynthesis Images for Measuring Total Spine Alignment Parameters Using the SONIALVISION safire Series

Anthropometric Consideration for Designing Class Room Furniture in Rural Schools

Transcription:

Evolution and Human Behavior 25 (2004) 31 37 Fluctuating asymmetry and low back pain Einas Al-Eisa*, David Egan, Richard Wassersug Department of Anatomy and Neurobiology, Dalhousie University, 5850 College Street, Halifax, NS, Canada B3H 1X5 Received 12 June 2003; received in revised form 9 October 2003 Abstract Fluctuating asymmetry (FA), a pattern of bilateral variation that is normally distributed around a mean of zero, appears to correlate inversely with fitness and health. In this study, we compared the FA of asymptomatic control subjects (n = 51) and patients with low back pain (n = 44). We measured eight traits, from the upper and lower limbs, and used them to obtain asymmetry indices for each subject. We also measured pelvic asymmetry in standing subjects. The low back pain (LBP) group showed significantly higher asymmetry in the pelvis, and in ulnar length and bistyloid breadth. Our results demonstrate a link between LBP and asymmetry not only in a weight-bearing trait (i.e., pelvic configuration), but in two traits that are not functionally related to the back (i.e., ulnar length and bistyloid breadth). We can now consider LBP as another health and fitness measure correlated with FA. D 2004 Elsevier Inc. All rights reserved. Keywords: Fluctuating asymmetry; Low back pain; Pelvic structural asymmetry 1. Introduction Some asymmetry in body dimensions, such as length of limbs, is the norm rather than the exception for humans. In individuals, random deviations from perfect symmetry in any * Corresponding author. Tel.: +1-902-494-2244; fax: +1-902-494-1212. E-mail address: ealeisa@dal.ca (E. Al-Eisa). 1090-5138/04/$ see front matter D 2004 Elsevier Inc. All rights reserved. doi:10.1016/s1090-5138(03)00081-3

32 E. Al-Eisa et al. / Evolution and Human Behavior 25 (2004) 31 37 morphological bilateral traits are referred to as fluctuating asymmetry (FA). Within a population, the values of signed FA are normally distributed around a mean of zero (Van Valen, 1962). For most morphological features of the musculoskeletal system, development of the left and right sides of the body is usually controlled by the same genetic and environmental factors (Livshits & Smouse, 1993; Møller, 1993). Hence, a disturbance in symmetry of what are supposed to be symmetrical traits might indicate a disturbance in the genetic or environmental control of development. Consequently, FA has been considered an inverse measure of developmental stability and homeostasis; i.e., the higher the FA, the greater the instability (Møller, 1993; Van Valen, 1962). Many studies on FA in humans emphasize the strong relationship between FA and sexual selection (Soler et al., 2003; for a review, see Thornhill & Møller, 1997). FA in humans has also been shown to be related to voice attractiveness (Hughes, Harrison, & Gallup, 2002), romantic jealousy (Brown & Moore, 2003), running speed (Manning & Pickup, 1998), and metabolic rate (Manning, Koukourakis, & Brodie, 1997). Also, FA in palmar epidermal ridges was observed in individuals with congenital vertebral anomaly and scoliosis (see Goldberg, Fogarty, Moore, & Dowling, 1997, and papers cited therein). Asymmetry in the pelvis and lower extremities could cause asymmetry in biomechanical loading on joints, especially during weight-bearing activities. Accordingly, assessment of lower body asymmetry is part of the postural evaluation undertaken by health professionals when treating patients with musculoskeletal problems (Subotnick, 1981). A common musculoskeletal complaint, low back pain (LBP), is often ascribed to skeletal asymmetry, and efforts to correct asymmetry are used to treat LBP symptoms (Lee, 1989). Researchers have inferred that asymmetry of the lower limb, such as leg length discrepancy (LLD), contributes to LBP, although no direct cause-and-effect relationship has been established (Egan, Cole, & Twomey, 1995). There is some evidence to support an association between asymmetry and soft tissue changes in the back (Bogduk & Twomey, 1997), but studies investigating the effect of lower limb asymmetry on LBP have yielded conflicting results (for a review, see Egan & Al-Eisa, 1999). For example, some authors have questioned the effect of pelvic asymmetry and LLD on the etiology of LBP (Levangie, 1999), although when the lower limb asymmetry was measured with higher precision using radiographs, an association between LBP and asymmetry has been suggested (Friberg, 1983). To our knowledge, only one study has attempted to assess whether there is a relationship between FA and LBP. Shackelford and Larsen (1997) examined the correlation between facial FA and physical symptoms such as headache and sore throat, over a 2-month study period; backache was not precisely defined, but was one of the symptoms in a self-report checklist. Women with greater facial FA were more likely to complain of muscle soreness and backaches, but there was no such relationship in men. In the present study, we examined differences between healthy subjects and patients with LBP with respect to FA in selected traits, and with separate consideration of upper and lower limb asymmetries.

E. Al-Eisa et al. / Evolution and Human Behavior 25 (2004) 31 37 33 2. Methods 2.1. Participants Asymptomatic controls (males and females, age 20 45 years) were recruited through poster and media advertisement. We contacted local physiotherapy clinics to refer subjects diagnosed with mechanical LBP, recruiting only those who had obtained professional help for LBP at least once in the 6 months prior to the study. Pain was predominantly unilateral in the lumbosacral region, buttocks, and thigh. Nerve-root pain, recent trauma, history of fracture, pregnancy, back surgery, tumor, or spinal pathology excluded the subject from the study. We initially screened 143 subjects, but after applying our exclusion criteria, 95 were included in the study: a LBP group (n = 44; 17 males and 27 females, mean age F S.D. = 34.9 F 7.1 years), and a normal control group with no history of LBP (n = 51; 17 males and 34 females, mean age F S.D. = 29.3 F 5.6 years). 2.2. Bilateral traits Noninvasive calipers were used to measure eight upper and lower limb traits (see Table 1), chosen because they exhibit FA (Livshits & Smouse, 1993; Manning & Pickup, 1998; Trivers, Manning, Thornhill, Singh, & McGuire, 1999), and can be measured reliably using bony landmarks. The landmarks were palpated and marked using adhesive skin markers (8 mm in Table 1 Morphological traits in the study and the methods used to measure them Trait Land-marks Position 3rd digit length Metacarpophalangeal joint Hand flat on a table, palm down to end of 3rd digit Hand length Distal end of radius to end Hand flat on a table, palm down of 3rd digit Ulnar length Elbow to ulnar styloid process Elbow on a table, forearm aligned against a vertical ruler Bistyloid breadth Ulnar styloid to radial Forearm flat on a table, palm down styloid process Tibial length Medial knee joint line to medial malleolus Participant lying supine on a plinth, knee slightly bent Femur length Lateral knee joint line to Participant lying supine on a plinth, greater trochanter knee slightly bent Foot length Most distal point on the Participant standing on a foot frame that heel to end of longest toe measures foot length, with the heel placed against one end of the device Bimalleolar breadth Medial to lateral malleolus Participant lying supine on a plinth Pelvic asymmetry Anterior and posterior iliac spines width apart and height from the floor Participant standing with arms supported on a standard walker

34 E. Al-Eisa et al. / Evolution and Human Behavior 25 (2004) 31 37 diameter and marked in the center); procedures used to measure each trait (to the nearest 0.1 mm) are outlined in Table 1. An anthropometric measuring frame was used to measure the width and height of the anterior and posterior iliac spines, while participants were in a standing position (Egan, Cole, & Twomey, 1999). Each trait was measured three times and averaged to minimize measurement error. Test retest reliability of asymmetry indices was examined. The measurements of all traits were taken on two occasions for 10 subjects who participated in the experiment twice. Intraclass correlation coefficients (ICCs) ranged between.83 and.95. 2.3. Asymmetry calculations A relative fluctuating asymmetry (RFA) index was defined as the absolute difference between the sides R L divided by the mean total size of the trait, or RFA =100 [ R L /0.5 (R+L)] (Palmer & Strobeck, 1986). Summing the values of FA indices over a number of traits sums the information in those traits (Trivers et al., 1999), so we computed a composite FA index by summing relative FA values over the eight upper and lower limb traits. We also summed the relative FA indices of the four upper limb traits (bistyloid breadth, 3rd digit, hand, and ulnar lengths) as an upper limb asymmetry index, and of the four lower body traits (bimalleolar breadth, tibial, femoral, and foot lengths) as a lower limb asymmetry index. Pelvic asymmetry was computed as the [mean anterior superior iliac spines (ASIS s) height difference/mean ASIS width apart]+[mean posterior superior iliac spines (PSIS s) height difference/mean PSIS width apart]. This ratio defines the slope between the ASIS s and PSIS s in the frontal plane (Egan et al., 1999). An important advantage of this method of measurement is that it is normalized to each individual s pelvic width. 2.4. Statistical analyses Analyses were conducted with SPSS 10.0. Asymmetry differences between the LBP and control groups were initially assessed by two-factor ANOVA with sex as the second factor, but since there were no statistically significant sex effects in any analysis, this variable is not considered further, and results are based on univariate ANOVA with age, weight, height, and body mass index treated as covariates. Before conducting ANOVA, we tested the underlying assumptions by testing for deviations from normality (skewness or kurtosis), and homogeneity of variances (Levene s test). Two-tailed t tests were used to test for differences between upper and lower limb asymmetry indices. Since this paper is the first to present pelvic asymmetry as a possible FA trait, we assessed bivariate correlations between the pelvic asymmetry ratio and other traits. 3. Results Mean relative FA indices for LBP and control groups are shown in Table 2. Significant differences between the two groups were found in only two limb traits: ulnar length and

E. Al-Eisa et al. / Evolution and Human Behavior 25 (2004) 31 37 35 Table 2 Asymmetry scores in controls and low back pain groups Group Trait Controls (n = 51) MeanFS.D. LBP (n = 44) MeanFS.D. P 3rd digit length 0.016F0.01 0.014F0.01 0.303 Hand length 0.011F0.01 0.010F0.01 0.975 Ulnar length 0.006F0.00 0.008F0.01 0.044* Bistyloid breadth 0.024F0.01 0.032F0.01 0.036* Tibial length 0.007F0.01 0.009F0.01 0.423 Femur length 0.009F0.01 0.010F0.01 0.920 Foot length 0.009F0.01 0.010F0.01 0.352 Bimalleolar breadth 0.026F0.02 0.019F0.01 0.212 Pelvic asymmetry 0.046F0.03 0.068F0.04 0.005* Composite fluctuating asymmetry 1.669F0.68 1.815F0.72 0.259 Upper limb asymmetry 0.058F0.02 0.064F0.02 0.147 Lower limb asymmetry 0.052F0.03 0.048F0.02 0.764 Significance of between-group differences was assessed by ANOVA. * P <.05. bistyloid breadth, in which the asymmetry scores of the LBP subjects were higher than those of the controls. The LBP group also had a significantly higher mean pelvic asymmetry ratio. There were no significant differences between the two groups in composite, upper limb, or lower limb FA indices, but the mean upper limb asymmetry index (meanfs.d. 0.061 F 0.022) was significantly higher than the lower limb asymmetry index (mean F S.D. = 0.050 F 0.025) for the whole sample (t = 3.2, P =.001). We also tested the correlation between pelvic asymmetry and other traits. The strongest correlations were with tibial and femoral length asymmetry, and composite and lower limb FA (Table 3), correlations that were significant within the LBP group but not the control subjects. 4. Discussion Two major results emerge from this study. First, patients with LBP had significantly greater pelvic asymmetry than the normal controls. Second, patients with LBP were Table 3 Correlation coefficients (r) between pelvic asymmetry ratio and five other asymmetry indices Group Trait Controls (n = 51) LBP (n = 44) Total (n = 95) Tibial length asymmetry.164.436*.328* Femoral length asymmetry.259.535*.386* Composite fluctuating asymmetry.119.512*.341* Lower limb asymmetry.038.478*.155 Upper limb asymmetry.123.002.015 * Significant correlation at.01.

36 E. Al-Eisa et al. / Evolution and Human Behavior 25 (2004) 31 37 significantly more asymmetrical in upper limb traits, namely ulnar length and bistyloid breadth, which are unlikely to be causal factors affecting back function. Our results do not support the general belief that a composite FA index would be more effective in detecting relationships with fitness variables than single trait asymmetries. LBP is considered a major socioeconomic and clinical problem due to its high incidence and growing costs of treatment (Waddell, 1996). Identifying predisposing human physical factors, such as altered posture, is of great value. The effect of pelvic asymmetry on LBP has been a source of debate among clinicians and researchers. While some authors attributed LBP to pelvic asymmetry and leg length discrepancy (e.g., Friberg, 1983), the results of more recent studies have not supported the assumption of positive association between pelvic asymmetry and LBP (e.g., Levangie, 1999). In our sample, pelvic asymmetry values were small, but they were still significantly higher in the LBP group. The pelvic asymmetry ratio that we used included anterior and posterior measurement of the pelvis, hence, evaluating the pelvic posture in the frontal as well as sagittal plane. Levangie (1999) described pelvic asymmetry as asymmetry of left right innominate inclination; i.e., sagittal plane innominate torsion. Therefore, we infer that LBP may be more associated with frontal rather than sagittal plane pelvic asymmetry. Leg length discrepancy has been recognized as a factor contributing to some musculoskeletal syndromes (Friberg, 1983), but tibial and femoral length asymmetry were not associated with LBP in our study, as indicated by the lack of significant group differences in those traits. The LBP group, however, did have higher mean relative asymmetry scores, so a larger data set might confirm a difference. Furthermore, tibial and femoral length asymmetry scores were correlated with pelvic asymmetry in the LBP group, but not in the control group. It is hard to explain the former finding. Statistically, though, this may be due to the higher pelvic asymmetry in the LBP group. We found the upper asymmetry index to be significantly higher than that of the lower limb. This is consistent with the results of Trivers et al. (1999), who proposed that legs exhibit high developmental stability and hence lower FA due to selection for mechanical efficiency. Although symmetry in bilateral traits is thought to be the optimal condition, it is unlikely that an organism will attain perfect symmetry in all traits. One might suspect that the amount of asymmetry that can be tolerated in a bilateral trait would relate to the functionality of the trait. In birds, FA has been found to be higher in ornamental than in mechanical traits (Evans, Martins, & Haley, 1995). Our results demonstrate a possible link between FA and LBP mainly in upper limb traits, which are not so functionally linked to locomotion or axial movements. Our study contributes to the growing literature on human asymmetry and health and is the first to address the relationship between FA and mechanical LBP, the most common form of LBP. Our results indicate a link between FA and LBP for two traits, ulnar length and bistyloid breadth, that are not themselves linked to the function of the back. In addition, the LBP group had significantly higher pelvic asymmetry than the normal group. In conclusion, LBP may be another parameter, like running speed, sexual activity, and metabolic rate, that can be added to the growing list of health and fitness variables linked to FA.

E. Al-Eisa et al. / Evolution and Human Behavior 25 (2004) 31 37 37 References Bogduk, N., & Twomey, L. T. (1997). Clinical anatomy of the lumbar spine and sacrum. Edinburgh: Churchill Livingstone. Brown, W. M., & Moore, C. (2003). Fluctuating asymmetry and romantic jealousy. Evolution and Human Behavior, 24, 113 117. Egan, D. A., & Al-Eisa, E. (1999). Pelvic skeletal asymmetry, postural control, and the association with low back pain: a review of the evidence. Critical Reviews in Physical and Rehabilitation Medicine, 11, 299 338. Egan, D. A., Cole, J., & Twomey, L. (1995). An alternative method for the measurement of pelvic skeletal asymmetry and the association between asymmetry and back pain. In: M. D Amico, A. Merolli, & G. Santambrogio (Eds.), Three dimensional analysis of spinal deformities ( pp. 171 177). Washington, DC: IOS Press. Egan, D. A., Cole, J., & Twomey, L. (1999). An alternative method for the measurement of pelvic skeletal asymmetry (PSA) using an asymmetry ratio (AR). Journal of Manual & Manipulative Therapy, 1, 11 19. Evans, M. R., Martins, T. L. F., & Haley, M. P. (1995). Inter- and intra-sexual patterns of fluctuating asymmetry in the red-billed streamertail: should symmetry always increase with ornament size? Behavioral Ecology and Sociobiology, 37, 15 23. Friberg, O. (1983). Clinical symptoms and biomechanics of lumbar spine and hip joint in leg length inequality. Spine, 8, 634 651. Goldberg, C. J., Fogarty, E. E., Moore, D. P., & Dowling, F. E. (1997). Fluctuating asymmetry and vertebral malformation: a study of palmar dermatoglyphics in congenital spinal deformities. Spine, 22, 775 779. Hughes, S. M., Harrison, M. A., & Gallup, G. G. (2002). The sound of symmetry: voice as a marker of developmental instability. Evolution and Human Behavior, 23, 173 180. Lee, D. (1989). The pelvic girdle: an approach to the examination and treatment of the lumbo pelvic hip region. Edinburgh: Churchill Livingstone. Levangie, P. K. (1999). The association between static pelvic asymmetry and low back pain. Spine, 24, 1234 1242. Livshits, G., & Smouse, P. E. (1993). Multivariate fluctuating asymmetry in Israeli adults. Human Biology, 65, 547 578. Manning, J. T., Koukourakis, K., & Brodie, D. A. (1997). Fluctuating asymmetry, metabolic rate, and sexual selection in human males. Evolution and Human Behavior, 181, 15 21. Manning, J. T., & Pickup, J. (1998). Symmetry and performance in middle distance runners. International Journal of Sports Medicine, 19, 205 209. Møller, A. P. (1993). Patterns of fluctuating asymmetry in sexual ornaments predict female choice. Journal of Evolutionary Biology, 6, 481 491. Palmer, A. R., & Strobeck, C. (1986). Fluctuating asymmetry: measurement, analysis, patterns. Annual Review of Ecology and Systematics, 17, 391 421. Shackelford, T. D., & Larsen, R. J. (1997). Facial asymmetry as an indicator of psychological, emotional, and physiological distress. Journal of Personality and Social Psychology, 72, 456 466. Soler, C., Núñez, M., Gutiérrez, R., Núñez, J., Medina, P., Sancho, M., Álvarez, J., & Núñez, A. (2003). Facial attractiveness in men provides clues to semen quality. Evolution and Human Behavior, 24, 199 207. Subotnick, S. I. (1981). Limb length discrepancies of the lower extremity (The short leg syndrome). Journal of Orthopaedic and Sports Physical Therapy, 3, 11 16. Thornhill, R., & Møller, A. P. (1997). Developmental stability, disease and medicine. Biological Reviews, 72, 497 548. Trivers, R., Manning, J. T., Thornhill, R., Singh, D., & McGuire, M. (1999). Jamaican symmetry project: longterm study of fluctuating asymmetry in rural Jamaican children. Human Biology, 71, 417 430. Van Valen, L. (1962). A study of fluctuating asymmetry. Evolution, 16, 125 142. Waddell, G. (1996). Low back pain: a twentieth century health care enigma. Spine, 21, 2820 2825.