Skip to main content
Erschienen in: Surgical and Radiologic Anatomy 4/2017

16.09.2016 | Original Article

Estimation of spinopelvic muscles’ volumes in young asymptomatic subjects: a quantitative analysis

verfasst von: Celia Amabile, Bertrand Moal, Oussama Arous Chtara, Helene Pillet, Jose G. Raya, Antoine Iannessi, Wafa Skalli, Virginie Lafage, Nicolas Bronsard

Erschienen in: Surgical and Radiologic Anatomy | Ausgabe 4/2017

Einloggen, um Zugang zu erhalten

Abstract

Purpose

Muscles have been proved to be a major component in postural regulation during pathological evolution or aging. Particularly, spinopelvic muscles are recruited for compensatory mechanisms such as pelvic retroversion, or knee flexion. Change in muscles’ volume could, therefore, be a marker of greater postural degradation. Yet, it is difficult to interpret spinopelvic muscular degradation as there are few reported values for young asymptomatic adults to compare to. The objective was to provide such reference values on spinopelvic muscles. A model predicting the muscular volume from reduced set of MRI segmented images was investigated.

Methods

A total of 23 asymptomatic subjects younger than 24 years old underwent an MRI acquisition from T12 to the knee. Spinopelvic muscles were segmented to obtain an accurate 3D reconstruction, allowing precise computation of muscle’s volume. A model computing the volume of muscular groups from less than six MRI segmented slices was investigated.

Results

Baseline values have been reported in tables. For all muscles, invariance was found for the shape factor [ratio of volume over (area times length): SD < 0.04] and volume ratio over total volume (SD < 1.2 %). A model computing the muscular volume from a combination of two to five slices has been evaluated. The five-slices model prediction error (in  % of the real volume from 3D reconstruction) ranged from 6 % (knee flexors and extensors and spine flexors) to 11 % (spine extensors).

Conclusion

Spinopelvic muscles’ values for a reference population have been reported. A new model predicting the muscles’ volumes from a reduced set of MRI slices is proposed. While this model still needs to be validated on other populations, the current study appears promising for clinical use to determine, quantitatively, the muscular degradation.
Literatur
2.
Zurück zum Zitat Barnouin Y, Butler-Browne G, Voit T, Reversat D, Azzabou N, Leroux G, Behin A, McPhee JS, Carlier PG, Hogrel J-Y (2014) Manual segmentation of individual muscles of the quadriceps femoris using MRI: a reappraisal. J Magn Reson Imaging 40:239–247. doi:10.1002/jmri.24370 CrossRefPubMed Barnouin Y, Butler-Browne G, Voit T, Reversat D, Azzabou N, Leroux G, Behin A, McPhee JS, Carlier PG, Hogrel J-Y (2014) Manual segmentation of individual muscles of the quadriceps femoris using MRI: a reappraisal. J Magn Reson Imaging 40:239–247. doi:10.​1002/​jmri.​24370 CrossRefPubMed
5.
Zurück zum Zitat Crawford RJ, Filli L, Elliott JM, Nanz D, Fischer MA, Marcon M, Ulbrich EJ (2016) Age- and level-dependence of fatty infiltration in lumbar paravertebral muscles of healthy volunteers. Am J Neuroradiol 37:742–748. doi:10.3174/ajnr.A4596 CrossRefPubMed Crawford RJ, Filli L, Elliott JM, Nanz D, Fischer MA, Marcon M, Ulbrich EJ (2016) Age- and level-dependence of fatty infiltration in lumbar paravertebral muscles of healthy volunteers. Am J Neuroradiol 37:742–748. doi:10.​3174/​ajnr.​A4596 CrossRefPubMed
7.
Zurück zum Zitat Fortin M, Gibbons LE, Videman T, Battié MC (2015) Do variations in paraspinal muscle morphology and composition predict low back pain in men? Scand J Med Sci Sport 25:880–887. doi:10.1111/sms.12301 CrossRef Fortin M, Gibbons LE, Videman T, Battié MC (2015) Do variations in paraspinal muscle morphology and composition predict low back pain in men? Scand J Med Sci Sport 25:880–887. doi:10.​1111/​sms.​12301 CrossRef
8.
Zurück zum Zitat Fortin M, Lazáry À, Varga PP, McCall I, Battié MC (2016) Paraspinal muscle asymmetry and fat infiltration in patients with symptomatic disc herniation. Eur Spine J. doi:10.1007/s00586-016-4503-7 Fortin M, Lazáry À, Varga PP, McCall I, Battié MC (2016) Paraspinal muscle asymmetry and fat infiltration in patients with symptomatic disc herniation. Eur Spine J. doi:10.​1007/​s00586-016-4503-7
10.
Zurück zum Zitat Frontera WR, Hughes VA, Fielding RA, Fiatarone MA, Evans WJ, Roubenoff R (2000) Aging of skeletal muscle: a 12-year longitudinal study. J Appl Physiol 88:1321–1326PubMed Frontera WR, Hughes VA, Fielding RA, Fiatarone MA, Evans WJ, Roubenoff R (2000) Aging of skeletal muscle: a 12-year longitudinal study. J Appl Physiol 88:1321–1326PubMed
11.
Zurück zum Zitat Ghiasi MS, Arjmand N, Shirazi-Adl A, Farahmand F, Hashemi H, Bagheri S, Valizadeh M (2016) Cross-sectional area of human trunk paraspinal muscles before and after posterior lumbar surgery using magnetic resonance imaging. Eur Spine J 25:774–782. doi:10.1007/s00586-015-4014-y CrossRefPubMed Ghiasi MS, Arjmand N, Shirazi-Adl A, Farahmand F, Hashemi H, Bagheri S, Valizadeh M (2016) Cross-sectional area of human trunk paraspinal muscles before and after posterior lumbar surgery using magnetic resonance imaging. Eur Spine J 25:774–782. doi:10.​1007/​s00586-015-4014-y CrossRefPubMed
14.
Zurück zum Zitat Hausselle J, Assi A, El Helou A, Jolivet E, Pillet H, Dion E, Bonneau D, Skalli W (2014) Subject-specific musculoskeletal model of the lower limb in a lying and standing position. Comput Methods Biomech Biomed Eng 17:480–487CrossRef Hausselle J, Assi A, El Helou A, Jolivet E, Pillet H, Dion E, Bonneau D, Skalli W (2014) Subject-specific musculoskeletal model of the lower limb in a lying and standing position. Comput Methods Biomech Biomed Eng 17:480–487CrossRef
15.
Zurück zum Zitat Jolivet E, Daguet E, Pomero V, Bonneau D, Laredo JD, Skalli W (2008) Volumic patient-specific reconstruction of muscular system based on a reduced dataset of medical images. Comput Methods Biomech Biomed Engin 11:281–290. doi:10.1080/10255840801959479 CrossRefPubMed Jolivet E, Daguet E, Pomero V, Bonneau D, Laredo JD, Skalli W (2008) Volumic patient-specific reconstruction of muscular system based on a reduced dataset of medical images. Comput Methods Biomech Biomed Engin 11:281–290. doi:10.​1080/​1025584080195947​9 CrossRefPubMed
16.
Zurück zum Zitat Jolivet E, Dion E, Rouch P, Dubois G, Charrier R, Payan C, Skalli W (2014) Skeletal muscle segmentation from MRI dataset using a model-based approach. Comput Methods Biomech Biomed Eng Imaging Vis 2:138–145. doi:10.1080/21681163.2013.855146 Jolivet E, Dion E, Rouch P, Dubois G, Charrier R, Payan C, Skalli W (2014) Skeletal muscle segmentation from MRI dataset using a model-based approach. Comput Methods Biomech Biomed Eng Imaging Vis 2:138–145. doi:10.​1080/​21681163.​2013.​855146
17.
Zurück zum Zitat Kjaer P, Bendix T, Sorensen JS, Korsholm L, Leboeuf-yde C (2007) Are MRI-defined fat infiltrations in the multifidus muscles associated with low back pain ? BioMed Cent Med. doi:10.1186/1741-7015-5-2 Kjaer P, Bendix T, Sorensen JS, Korsholm L, Leboeuf-yde C (2007) Are MRI-defined fat infiltrations in the multifidus muscles associated with low back pain ? BioMed Cent Med. doi:10.​1186/​1741-7015-5-2
18.
Zurück zum Zitat Lee JC, Cha J-G, Kim Y, Kim Y-I, Shin B-J (2008) Quantitative analysis of back muscle degeneration in the patients with the degenerative lumbar flat back using a digital image analysis: comparison with the normal controls. Spine (Phila Pa 1976) 33:318–325. doi:10.1097/BRS.0b013e318162458f CrossRef Lee JC, Cha J-G, Kim Y, Kim Y-I, Shin B-J (2008) Quantitative analysis of back muscle degeneration in the patients with the degenerative lumbar flat back using a digital image analysis: comparison with the normal controls. Spine (Phila Pa 1976) 33:318–325. doi:10.​1097/​BRS.​0b013e318162458f​ CrossRef
20.
21.
Zurück zum Zitat Lilliefors HW (1967) On the Kolmogorov-Smirnov Test for normality with mean and variance. J Am Stat Assoc 62:399–402CrossRef Lilliefors HW (1967) On the Kolmogorov-Smirnov Test for normality with mean and variance. J Am Stat Assoc 62:399–402CrossRef
22.
Zurück zum Zitat Lube J, Cotofana S, Bechmann I, Milani TL, Özkurtul O, Sakai T, Steinke H, Hammer N (2016) Reference data on muscle volumes of healthy human pelvis and lower extremity muscles: an in vivo magnetic resonance imaging feasibility study. Surg Radiol Anat 38:97–106. doi:10.1007/s00276-015-1526-4 CrossRefPubMed Lube J, Cotofana S, Bechmann I, Milani TL, Özkurtul O, Sakai T, Steinke H, Hammer N (2016) Reference data on muscle volumes of healthy human pelvis and lower extremity muscles: an in vivo magnetic resonance imaging feasibility study. Surg Radiol Anat 38:97–106. doi:10.​1007/​s00276-015-1526-4 CrossRefPubMed
25.
Zurück zum Zitat Moal B, Raya JG, Jolivet E, Schwab F, Blondel B, Lafage V, Skalli W (2014) Validation of 3D spino-pelvic muscle reconstructions based on dedicated MRI sequences for fat-water quantification. Innov Res Biomed Eng 35:119–127. doi:10.1016/j.irbm.2013.12.011 CrossRef Moal B, Raya JG, Jolivet E, Schwab F, Blondel B, Lafage V, Skalli W (2014) Validation of 3D spino-pelvic muscle reconstructions based on dedicated MRI sequences for fat-water quantification. Innov Res Biomed Eng 35:119–127. doi:10.​1016/​j.​irbm.​2013.​12.​011 CrossRef
27.
Zurück zum Zitat Niemeläinen R, Briand MM, Battié MC (2011) Substantial asymmetry in paraspinal muscle cross-sectional area in healthy adults questions its value as a marker of low back pain and pathology. Spine (Phila Pa 1976) 36:2152–2157CrossRef Niemeläinen R, Briand MM, Battié MC (2011) Substantial asymmetry in paraspinal muscle cross-sectional area in healthy adults questions its value as a marker of low back pain and pathology. Spine (Phila Pa 1976) 36:2152–2157CrossRef
31.
Zurück zum Zitat Rasch A, Byström AH, Dalen N, Berg HE (2007) Reduced muscle radiological density, cross- sectional area, and strength of major hip and knee muscles in 22 patients with hip osteoarthritis. Acta Med Iran 78:505–510. doi:10.1080/17453670710014158 Rasch A, Byström AH, Dalen N, Berg HE (2007) Reduced muscle radiological density, cross- sectional area, and strength of major hip and knee muscles in 22 patients with hip osteoarthritis. Acta Med Iran 78:505–510. doi:10.​1080/​1745367071001415​8
33.
Zurück zum Zitat Savage RA, Millerchip R, Whitehouse GH, Edwards RHT (1991) Lumbar muscularity and its relationship with age, occupation and low back pain. Eur J Appl Physiol Occup Physiol 63:265–268. doi:10.1007/BF00233859 CrossRefPubMed Savage RA, Millerchip R, Whitehouse GH, Edwards RHT (1991) Lumbar muscularity and its relationship with age, occupation and low back pain. Eur J Appl Physiol Occup Physiol 63:265–268. doi:10.​1007/​BF00233859 CrossRefPubMed
34.
35.
Zurück zum Zitat Südhoff I, de Guise JA, Nordez A, Jolivet E, Bonneau D, Khoury V, Skalli W (2009) 3D-patient-specific geometry of the muscles involved in knee motion from selected MRI images. Med Biol Eng Comput 47:579–587. doi:10.1007/s11517-009-0466-8 CrossRefPubMed Südhoff I, de Guise JA, Nordez A, Jolivet E, Bonneau D, Khoury V, Skalli W (2009) 3D-patient-specific geometry of the muscles involved in knee motion from selected MRI images. Med Biol Eng Comput 47:579–587. doi:10.​1007/​s11517-009-0466-8 CrossRefPubMed
36.
Zurück zum Zitat Takahashi K, Takahashi HE, Nakadaira H, Yamamoto M (2006) Different changes of quantity due to aging in the psoas major and quadriceps femoris muscles in women. J Musculoskelet Neuronal Interact 6:201–205PubMed Takahashi K, Takahashi HE, Nakadaira H, Yamamoto M (2006) Different changes of quantity due to aging in the psoas major and quadriceps femoris muscles in women. J Musculoskelet Neuronal Interact 6:201–205PubMed
37.
Zurück zum Zitat Takayama K, Kita T, Nakamura H, Kanematsu F, Yasunami T, Sakanaka H, Yamano Y (2016) A new predictive index for lumbar paraspinal muscle degeneration associated with aging. Spine (Phila Pa 1976) 41:E84–90. doi:10.1017/CBO9781107415324.004 CrossRef Takayama K, Kita T, Nakamura H, Kanematsu F, Yasunami T, Sakanaka H, Yamano Y (2016) A new predictive index for lumbar paraspinal muscle degeneration associated with aging. Spine (Phila Pa 1976) 41:E84–90. doi:10.​1017/​CBO9781107415324​.​004 CrossRef
Metadaten
Titel
Estimation of spinopelvic muscles’ volumes in young asymptomatic subjects: a quantitative analysis
verfasst von
Celia Amabile
Bertrand Moal
Oussama Arous Chtara
Helene Pillet
Jose G. Raya
Antoine Iannessi
Wafa Skalli
Virginie Lafage
Nicolas Bronsard
Publikationsdatum
16.09.2016
Verlag
Springer Paris
Erschienen in
Surgical and Radiologic Anatomy / Ausgabe 4/2017
Print ISSN: 0930-1038
Elektronische ISSN: 1279-8517
DOI
https://doi.org/10.1007/s00276-016-1742-6

Weitere Artikel der Ausgabe 4/2017

Surgical and Radiologic Anatomy 4/2017 Zur Ausgabe

Update Radiologie

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