Skip to main content
Erschienen in: European Spine Journal 7/2010

01.07.2010 | Original Article

EMG analysis of lumbar paraspinal muscles as a predictor of the risk of low-back pain

verfasst von: Abbas Heydari, Antoni V. F. Nargol, Anthony P. C. Jones, Anthony R. Humphrey, Charles G. Greenough

Erschienen in: European Spine Journal | Ausgabe 7/2010

Einloggen, um Zugang zu erhalten

Abstract

Studies of EMG power spectra have established associations between low-back pain (LBP) and median frequency (MF). This 2-year prospective study investigates the association of LBP with EMG variables over time. 120 health care workers underwent paraspinal EMG measurements and assessment of back pain disability. The EMG recordings were performed under isometric trunk extension at 2/3 maximum voluntary contraction and acquired from erector spinae muscles at the level of L4/L5. 108 (90%) subjects were reviewed at a minimum 2-year follow up. 16 out of 93 subjects with no history of chronic low-back pain became worse as measured by time off work, disability, reported pain and self-assessment rating. The value of the EMG variable half-width at inception demonstrated significant association with changes in subject’s outcome measure and their own assessment of their LBP at follow up (p < 0.05). Based on self-assessment data, subjects with no history of chronic LBP with half-width of greater than 56 Hz were at threefold greater risk of developing back pain compared with the remainder of the population (p = 0.045). The value of the initial median frequency (IMF) and MF slope at inception were also associated with the subjects’ own assessment of LBP at follow up. Subjects with an IMF greater than 49 Hz were at 5.8-fold greater risk of developing back pain compared with the remainder of the population (p = 0.014). EMG variables recorded from lumbar paraspinal muscles can identify a sub group of subjects at increased risk of developing low-back pain in the future.
Literatur
1.
Zurück zum Zitat Adams MA, Mannion AF, Dolan P (1999) Personal risk factors for first-time low back pain. Spine 24:2497–2505CrossRefPubMed Adams MA, Mannion AF, Dolan P (1999) Personal risk factors for first-time low back pain. Spine 24:2497–2505CrossRefPubMed
2.
Zurück zum Zitat Batti’e MC, Bigos SJ, Fisher LD, Hansson TH, Jones ME, Wortley MD (1989) Isometric lifting strength as a predictor of industrial back pain reports. Spine 14:851–856CrossRefPubMed Batti’e MC, Bigos SJ, Fisher LD, Hansson TH, Jones ME, Wortley MD (1989) Isometric lifting strength as a predictor of industrial back pain reports. Spine 14:851–856CrossRefPubMed
3.
Zurück zum Zitat Battie MC, Bigos SJ, Fisher LD, Hansson TH, Nachemson AL, Spengler DM, Wortley MD, Zeh J (1989) A prospective study of the role of cardiovascular risk factors and fitness in industrial back pain complaints. Spine 14:141–147CrossRefPubMed Battie MC, Bigos SJ, Fisher LD, Hansson TH, Nachemson AL, Spengler DM, Wortley MD, Zeh J (1989) A prospective study of the role of cardiovascular risk factors and fitness in industrial back pain complaints. Spine 14:141–147CrossRefPubMed
4.
Zurück zum Zitat Biedermann HJ, Shanks GL, Forrest WJ, Inglis J (1991) Power spectrum analyses of electromyographic activity. Discriminators in the differential assessment of patients with chronic low-back pain. Spine 16:1179–1184CrossRefPubMed Biedermann HJ, Shanks GL, Forrest WJ, Inglis J (1991) Power spectrum analyses of electromyographic activity. Discriminators in the differential assessment of patients with chronic low-back pain. Spine 16:1179–1184CrossRefPubMed
5.
Zurück zum Zitat Biedermann HJ, Shanks GL, Inglis J (1990) Median frequency estimates of paraspinal muscles: reliability analysis. Electromyogr Clin Neurophysiol 30:83–88PubMed Biedermann HJ, Shanks GL, Inglis J (1990) Median frequency estimates of paraspinal muscles: reliability analysis. Electromyogr Clin Neurophysiol 30:83–88PubMed
6.
Zurück zum Zitat Bigos SJ, Battie MC, Fisher LD, Hansson TH, Spengler DM, Nachemson AL (1992) A prospective evaluation of preemployment screening methods for acute industrial back pain. Spine 17:922–926CrossRefPubMed Bigos SJ, Battie MC, Fisher LD, Hansson TH, Spengler DM, Nachemson AL (1992) A prospective evaluation of preemployment screening methods for acute industrial back pain. Spine 17:922–926CrossRefPubMed
7.
Zurück zum Zitat Bigos SJ, Battie MC, Spengler DM, Fisher LD, Fordyce WE, Hansson TH, Nachemson AL, Wortley MD (1991) A prospective study of work perceptions and psychosocial factors affecting the report of back injury. Spine 16:1–6CrossRefPubMed Bigos SJ, Battie MC, Spengler DM, Fisher LD, Fordyce WE, Hansson TH, Nachemson AL, Wortley MD (1991) A prospective study of work perceptions and psychosocial factors affecting the report of back injury. Spine 16:1–6CrossRefPubMed
8.
Zurück zum Zitat Cady LD, Bischoff DP, O’Connell ER, Thomas PC, Allan JH (1979) Strength and fitness and subsequent back injuries in firefighters. J Occup Med 21:269–272CrossRefPubMed Cady LD, Bischoff DP, O’Connell ER, Thomas PC, Allan JH (1979) Strength and fitness and subsequent back injuries in firefighters. J Occup Med 21:269–272CrossRefPubMed
9.
Zurück zum Zitat Cooper RG, Stokes MJ, Sweet C, Taylor RJ, Jayson MI (1993) Increased central drive during fatiguing contractions of the paraspinal muscles in patients with chronic low back pain. Spine 18:610–616CrossRefPubMed Cooper RG, Stokes MJ, Sweet C, Taylor RJ, Jayson MI (1993) Increased central drive during fatiguing contractions of the paraspinal muscles in patients with chronic low back pain. Spine 18:610–616CrossRefPubMed
10.
Zurück zum Zitat Garg A, Moore JS (1992) Prevention strategies and the low back in industry. Occup Med 7:629–640PubMed Garg A, Moore JS (1992) Prevention strategies and the low back in industry. Occup Med 7:629–640PubMed
11.
Zurück zum Zitat Geisser ME, Ranavaya M, Haig AJ, Roth RS, Zucker R, Ambroz C, Caruso M (2005) A meta-analytic review of surface electromyography among persons with low back pain and normal, healthy controls. J Pain 6:711–726CrossRefPubMed Geisser ME, Ranavaya M, Haig AJ, Roth RS, Zucker R, Ambroz C, Caruso M (2005) A meta-analytic review of surface electromyography among persons with low back pain and normal, healthy controls. J Pain 6:711–726CrossRefPubMed
12.
Zurück zum Zitat Gibson E (1988) The value of preplacement screening radiography of the low back. Occup Med 3:91–107PubMed Gibson E (1988) The value of preplacement screening radiography of the low back. Occup Med 3:91–107PubMed
13.
Zurück zum Zitat Gilgil E, Kacar C, Butun B, Tuncer T, Urhan S, Yildirim C, Sunbuloglu G, Arikan V, Tekeoglu I, Oksuz MC, Dundar U (2005) Prevalence of low back pain in a developing urban setting. Spine 30:1093–1098CrossRefPubMed Gilgil E, Kacar C, Butun B, Tuncer T, Urhan S, Yildirim C, Sunbuloglu G, Arikan V, Tekeoglu I, Oksuz MC, Dundar U (2005) Prevalence of low back pain in a developing urban setting. Spine 30:1093–1098CrossRefPubMed
14.
Zurück zum Zitat Greenough CG, Fraser RD (1991) Comparison of eight psychometric instruments in unselected patients with back pain. Spine 16:1068–1074CrossRefPubMed Greenough CG, Fraser RD (1991) Comparison of eight psychometric instruments in unselected patients with back pain. Spine 16:1068–1074CrossRefPubMed
15.
Zurück zum Zitat Greenough CG, Fraser RD (1992) Assessment of outcome in patients with low-back pain. Spine 17:36–41CrossRefPubMed Greenough CG, Fraser RD (1992) Assessment of outcome in patients with low-back pain. Spine 17:36–41CrossRefPubMed
16.
Zurück zum Zitat Grimby L, Hannerz J (1977) Firing rate and recruitment order of toe extensor motor units in different modes of voluntary conraction. J Physiol 264:865–879PubMed Grimby L, Hannerz J (1977) Firing rate and recruitment order of toe extensor motor units in different modes of voluntary conraction. J Physiol 264:865–879PubMed
17.
Zurück zum Zitat Henneman E, Somjen G, Carpenter DO (1965) Functional significance of cell size in spinal motoneurons. J Neurophysiol 28:560–580PubMed Henneman E, Somjen G, Carpenter DO (1965) Functional significance of cell size in spinal motoneurons. J Neurophysiol 28:560–580PubMed
18.
Zurück zum Zitat Hildebrandt VH (1987) A review of epidemiological research on risk factors of low back pain. In: Muskuloskeletal disorders at work. University of Surrey, Guildford. Taylor and Francis Hildebrandt VH (1987) A review of epidemiological research on risk factors of low back pain. In: Muskuloskeletal disorders at work. University of Surrey, Guildford. Taylor and Francis
19.
Zurück zum Zitat Hoogendoorn WE, Bongers PM, de Vet HC, Ariens GA, van Mechelen W, Bouter LM (2002) High physical work load and low job satisfaction increase the risk of sickness absence due to low back pain: results of a prospective cohort study. Occup Environ Med 59:323–328CrossRefPubMed Hoogendoorn WE, Bongers PM, de Vet HC, Ariens GA, van Mechelen W, Bouter LM (2002) High physical work load and low job satisfaction increase the risk of sickness absence due to low back pain: results of a prospective cohort study. Occup Environ Med 59:323–328CrossRefPubMed
20.
Zurück zum Zitat Hubley-Kozey CL, Vezina MJ (2002) Differentiating temporal electromyographic waveforms between those with chronic low back pain and healthy controls. Clin Biomech (Bristol, Avon) 17:621–629CrossRef Hubley-Kozey CL, Vezina MJ (2002) Differentiating temporal electromyographic waveforms between those with chronic low back pain and healthy controls. Clin Biomech (Bristol, Avon) 17:621–629CrossRef
21.
Zurück zum Zitat Humphrey AR, Nargol AV, Jones AP, Ratcliffe AA, Greenough CG (2005) The value of electromyography of the lumbar paraspinal muscles in discriminating between chronic-low-back-pain sufferers and normal subjects. Eur Spine J 14:175–184CrossRefPubMed Humphrey AR, Nargol AV, Jones AP, Ratcliffe AA, Greenough CG (2005) The value of electromyography of the lumbar paraspinal muscles in discriminating between chronic-low-back-pain sufferers and normal subjects. Eur Spine J 14:175–184CrossRefPubMed
22.
Zurück zum Zitat Kelsey JL, Githens PB, White AA 3rd, Holford TR, Walter SD, O’Connor T, Ostfeld AM, Weil U, Southwick WO, Calogero JA (1984) An epidemiologic study of lifting and twisting on the job and risk for acute prolapsed lumbar intervertebral disc. J Orthop Res 2:61–66CrossRefPubMed Kelsey JL, Githens PB, White AA 3rd, Holford TR, Walter SD, O’Connor T, Ostfeld AM, Weil U, Southwick WO, Calogero JA (1984) An epidemiologic study of lifting and twisting on the job and risk for acute prolapsed lumbar intervertebral disc. J Orthop Res 2:61–66CrossRefPubMed
23.
Zurück zum Zitat Khatri M, Murray M, Greenough CG (2003) Minimum clinically important difference in low back outcome score in individuals with low back pain. J Bone Joint Surg Br 85-B:236 Khatri M, Murray M, Greenough CG (2003) Minimum clinically important difference in low back outcome score in individuals with low back pain. J Bone Joint Surg Br 85-B:236
24.
Zurück zum Zitat Klein AB, Snyder-Mackler L, Roy SH, DeLuca CJ (1991) Comparison of spinal mobility and isometric trunk extensor forces with electromyographic spectral analysis in identifying low back pain. Phys Ther 71:445–454PubMed Klein AB, Snyder-Mackler L, Roy SH, DeLuca CJ (1991) Comparison of spinal mobility and isometric trunk extensor forces with electromyographic spectral analysis in identifying low back pain. Phys Ther 71:445–454PubMed
25.
Zurück zum Zitat Krismer M, van Tulder M (2007) Strategies for prevention and management of musculoskeletal conditions. Low back pain (non-specific). Best Pract Res Clin Rheumatol 21:77–91CrossRefPubMed Krismer M, van Tulder M (2007) Strategies for prevention and management of musculoskeletal conditions. Low back pain (non-specific). Best Pract Res Clin Rheumatol 21:77–91CrossRefPubMed
26.
Zurück zum Zitat Kupa EJ, Roy SH, Kandarian SC, De Luca CJ (1995) Effects of muscle fiber type and size on EMG median frequency and conduction velocity. J Appl Physiol 79:23–32PubMed Kupa EJ, Roy SH, Kandarian SC, De Luca CJ (1995) Effects of muscle fiber type and size on EMG median frequency and conduction velocity. J Appl Physiol 79:23–32PubMed
27.
Zurück zum Zitat Lago P, Jones NB (1977) Effect of motor-unit firing time statistics on e.m.g. spectra. Med Biol Eng Comput 15:648–655CrossRefPubMed Lago P, Jones NB (1977) Effect of motor-unit firing time statistics on e.m.g. spectra. Med Biol Eng Comput 15:648–655CrossRefPubMed
28.
Zurück zum Zitat Leboeuf-Yde C, Yashin A, Lauritzen T (1996) Does smoking cause low back pain? Results from a population-based study. J Manipulative Physiol Ther 19:99–108PubMed Leboeuf-Yde C, Yashin A, Lauritzen T (1996) Does smoking cause low back pain? Results from a population-based study. J Manipulative Physiol Ther 19:99–108PubMed
29.
Zurück zum Zitat Leino PI (1993) Does leisure time physical activity prevent low back disorders? A prospective study of metal industry employees. Spine 18:863–871CrossRefPubMed Leino PI (1993) Does leisure time physical activity prevent low back disorders? A prospective study of metal industry employees. Spine 18:863–871CrossRefPubMed
30.
Zurück zum Zitat MacGregor AJ, Andrew T, Sambrook PN, Spector TD (2004) Structural, psychological, and genetic influences on low back and neck pain: a study of adult female twins. Arthritis Rheum 51:160–167CrossRefPubMed MacGregor AJ, Andrew T, Sambrook PN, Spector TD (2004) Structural, psychological, and genetic influences on low back and neck pain: a study of adult female twins. Arthritis Rheum 51:160–167CrossRefPubMed
31.
Zurück zum Zitat Main CJ (1983) The modified somatic perception questionnaire (MSPQ). J Psychosom Res 27:503–514CrossRefPubMed Main CJ (1983) The modified somatic perception questionnaire (MSPQ). J Psychosom Res 27:503–514CrossRefPubMed
32.
Zurück zum Zitat Mannion AF, Connolly B, Wood K, Dolan P (1997) The use of surface EMG power spectral analysis in the evaluation of back muscle function. J Rehabil Res Dev 34:427–439PubMed Mannion AF, Connolly B, Wood K, Dolan P (1997) The use of surface EMG power spectral analysis in the evaluation of back muscle function. J Rehabil Res Dev 34:427–439PubMed
33.
Zurück zum Zitat Mannion AF, Dolan P (1994) Electromyographic median frequency changes during isometric contraction of the back extensors to fatigue. Spine 19:1223–1229PubMed Mannion AF, Dolan P (1994) Electromyographic median frequency changes during isometric contraction of the back extensors to fatigue. Spine 19:1223–1229PubMed
34.
Zurück zum Zitat Mannion AF, Dumas GA, Stevenson JM, Cooper RG (1998) The influence of muscle fiber size and type distribution on electromyographic measures of back muscle fatigability. Spine 23:576–584CrossRefPubMed Mannion AF, Dumas GA, Stevenson JM, Cooper RG (1998) The influence of muscle fiber size and type distribution on electromyographic measures of back muscle fatigability. Spine 23:576–584CrossRefPubMed
35.
Zurück zum Zitat Mannion AF, Kaser L, Weber E, Rhyner A, Dvorak J, Muntener M (2000) Influence of age and duration of symptoms on fibre type distribution and size of the back muscles in chronic low back pain patients. Eur Spine J 9:273–281CrossRefPubMed Mannion AF, Kaser L, Weber E, Rhyner A, Dvorak J, Muntener M (2000) Influence of age and duration of symptoms on fibre type distribution and size of the back muscles in chronic low back pain patients. Eur Spine J 9:273–281CrossRefPubMed
36.
Zurück zum Zitat Mannion AF, Taimela S, Muntener M, Dvorak J (2001) Active therapy for chronic low back pain part 1. Effects on back muscle activation, fatigability, and strength. Spine 26:897–908CrossRefPubMed Mannion AF, Taimela S, Muntener M, Dvorak J (2001) Active therapy for chronic low back pain part 1. Effects on back muscle activation, fatigability, and strength. Spine 26:897–908CrossRefPubMed
37.
Zurück zum Zitat Mannion AF, Weber BR, Dvorak J, Grob D, Muntener M (1997) Fibre type characteristics of the lumbar paraspinal muscles in normal healthy subjects and in patients with low back pain. J Orthop Res 15:881–887CrossRefPubMed Mannion AF, Weber BR, Dvorak J, Grob D, Muntener M (1997) Fibre type characteristics of the lumbar paraspinal muscles in normal healthy subjects and in patients with low back pain. J Orthop Res 15:881–887CrossRefPubMed
38.
Zurück zum Zitat Nargol AV, Jones AP, Kelly PJ, Greenough CG (1999) Factors in the reproducibility of electromyographic power spectrum analysis of lumbar paraspinal muscle fatigue. Spine 24:883–888CrossRefPubMed Nargol AV, Jones AP, Kelly PJ, Greenough CG (1999) Factors in the reproducibility of electromyographic power spectrum analysis of lumbar paraspinal muscle fatigue. Spine 24:883–888CrossRefPubMed
39.
Zurück zum Zitat Oddsson LI, De Luca CJ (2003) Activation imbalances in lumbar spine muscles in the presence of chronic low back pain. J Appl Physiol 94:1410–1420PubMed Oddsson LI, De Luca CJ (2003) Activation imbalances in lumbar spine muscles in the presence of chronic low back pain. J Appl Physiol 94:1410–1420PubMed
40.
Zurück zum Zitat Oliver CW, Tillotson KM, Jones AP, Royal RA, Greenough CG (1996) Reproducibility of lumbar paraspinal surface electromyogram power spectra. Clin Biomech (Bristol, Avon) 11:317–321CrossRef Oliver CW, Tillotson KM, Jones AP, Royal RA, Greenough CG (1996) Reproducibility of lumbar paraspinal surface electromyogram power spectra. Clin Biomech (Bristol, Avon) 11:317–321CrossRef
41.
Zurück zum Zitat Panjabi MM (2005) A hypothesis of chronic back pain: ligament subfailure injuries lead to muscle control dysfunction. Eur Spine J 27:27 Panjabi MM (2005) A hypothesis of chronic back pain: ligament subfailure injuries lead to muscle control dysfunction. Eur Spine J 27:27
42.
Zurück zum Zitat Person RS, Mishin LN (1964) Auto- and cross-correlation analysis of the electrical activity of muscles. Med Electron Biol Eng 42:155–159CrossRef Person RS, Mishin LN (1964) Auto- and cross-correlation analysis of the electrical activity of muscles. Med Electron Biol Eng 42:155–159CrossRef
43.
Zurück zum Zitat Punnett L, Fine LJ, Keyserling WM, Herrin GD, Chaffin DB (1991) Back disorders and nonneutral trunk postures of automobile assembly workers. Scand J Work Environ Health 17:337–346PubMed Punnett L, Fine LJ, Keyserling WM, Herrin GD, Chaffin DB (1991) Back disorders and nonneutral trunk postures of automobile assembly workers. Scand J Work Environ Health 17:337–346PubMed
44.
Zurück zum Zitat Ready AE, Boreskie SL, Law SA, Russell R (1993) Fitness and lifestyle parameters fail to predict back injuries in nurses. Can J Appl Physiol 18:80–90PubMed Ready AE, Boreskie SL, Law SA, Russell R (1993) Fitness and lifestyle parameters fail to predict back injuries in nurses. Can J Appl Physiol 18:80–90PubMed
45.
Zurück zum Zitat Riihimaki H (1991) Low-back pain, its origin and risk indicators. Scand J Work Environ Health 17:81–90PubMed Riihimaki H (1991) Low-back pain, its origin and risk indicators. Scand J Work Environ Health 17:81–90PubMed
46.
Zurück zum Zitat Roy SH, De Luca CJ, Casavant DA (1989) Lumbar muscle fatigue and chronic lower back pain. Spine 14:992–1001CrossRefPubMed Roy SH, De Luca CJ, Casavant DA (1989) Lumbar muscle fatigue and chronic lower back pain. Spine 14:992–1001CrossRefPubMed
47.
Zurück zum Zitat Roy SH, De Luca CJ, Emley M, Buijs RJ (1995) Spectral electromyographic assessment of back muscles in patients with low back pain undergoing rehabilitation. Spine 20:38–48CrossRefPubMed Roy SH, De Luca CJ, Emley M, Buijs RJ (1995) Spectral electromyographic assessment of back muscles in patients with low back pain undergoing rehabilitation. Spine 20:38–48CrossRefPubMed
48.
Zurück zum Zitat Seki S, Kawaguchi Y, Chiba K, Mikami Y, Kizawa H, Oya T, Mio F, Mori M, Miyamoto Y, Masuda I, Tsunoda T, Kamata M, Kubo T, Toyama Y, Kimura T, Nakamura Y, Ikegawa S (2005) A functional SNP in CILP, encoding cartilage intermediate layer protein, is associated with susceptibility to lumbar disc disease. Nat Genet 37:607–612CrossRefPubMed Seki S, Kawaguchi Y, Chiba K, Mikami Y, Kizawa H, Oya T, Mio F, Mori M, Miyamoto Y, Masuda I, Tsunoda T, Kamata M, Kubo T, Toyama Y, Kimura T, Nakamura Y, Ikegawa S (2005) A functional SNP in CILP, encoding cartilage intermediate layer protein, is associated with susceptibility to lumbar disc disease. Nat Genet 37:607–612CrossRefPubMed
49.
Zurück zum Zitat Stevenson JM, Weber CL, Smith JT, Dumas GA, Albert WJ (2001) A longitudinal study of the development of low back pain in an industrial population. Spine 26:1370–1377CrossRefPubMed Stevenson JM, Weber CL, Smith JT, Dumas GA, Albert WJ (2001) A longitudinal study of the development of low back pain in an industrial population. Spine 26:1370–1377CrossRefPubMed
50.
Zurück zum Zitat Stulen FB, DeLuca CJ (1981) Frequency parameters of the myoelectric signal as a measure of muscle conduction velocity. IEEE Trans Biomed Eng 28:515–523CrossRefPubMed Stulen FB, DeLuca CJ (1981) Frequency parameters of the myoelectric signal as a measure of muscle conduction velocity. IEEE Trans Biomed Eng 28:515–523CrossRefPubMed
51.
Zurück zum Zitat Thompson DA, Biedermann HJ (1993) Electromyographic power spectrum analysis of the paraspinal muscles. Long-term reliability. Spine 18:2310–2313CrossRefPubMed Thompson DA, Biedermann HJ (1993) Electromyographic power spectrum analysis of the paraspinal muscles. Long-term reliability. Spine 18:2310–2313CrossRefPubMed
52.
Zurück zum Zitat van Dieen JH, Cholewicki J, Radebold A (2003) Trunk muscle recruitment patterns in patients with low back pain enhance the stability of the lumbar spine. Spine 28:834–841CrossRefPubMed van Dieen JH, Cholewicki J, Radebold A (2003) Trunk muscle recruitment patterns in patients with low back pain enhance the stability of the lumbar spine. Spine 28:834–841CrossRefPubMed
53.
Zurück zum Zitat Videman T, Battie MC, Gibbons LE, Manninen H, Gill K, Fisher LD, Koskenvuo M (1997) Lifetime exercise and disk degeneration: an MRI study of monozygotic twins. Med Sci Sports Exerc 29:1350–1356PubMed Videman T, Battie MC, Gibbons LE, Manninen H, Gill K, Fisher LD, Koskenvuo M (1997) Lifetime exercise and disk degeneration: an MRI study of monozygotic twins. Med Sci Sports Exerc 29:1350–1356PubMed
54.
Zurück zum Zitat Waddell G (1998) The back pain revolution. Churchill Livingstone, London Waddell G (1998) The back pain revolution. Churchill Livingstone, London
55.
Zurück zum Zitat Zung WW (1965) A Self-Rating Depression Scale. Arch Gen Psychiatry 12:63–70PubMed Zung WW (1965) A Self-Rating Depression Scale. Arch Gen Psychiatry 12:63–70PubMed
Metadaten
Titel
EMG analysis of lumbar paraspinal muscles as a predictor of the risk of low-back pain
verfasst von
Abbas Heydari
Antoni V. F. Nargol
Anthony P. C. Jones
Anthony R. Humphrey
Charles G. Greenough
Publikationsdatum
01.07.2010
Verlag
Springer-Verlag
Erschienen in
European Spine Journal / Ausgabe 7/2010
Print ISSN: 0940-6719
Elektronische ISSN: 1432-0932
DOI
https://doi.org/10.1007/s00586-010-1277-1

Weitere Artikel der Ausgabe 7/2010

European Spine Journal 7/2010 Zur Ausgabe

Announcements

Announcements

Arthropedia

Grundlagenwissen der Arthroskopie und Gelenkchirurgie. Erweitert durch Fallbeispiele, Videos und Abbildungen. 
» Jetzt entdecken

Update Orthopädie und Unfallchirurgie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.