Validation of an OpenSim full-body model with detailed lumbar spine for estimating lower lumbar spine loads during symmetric and asymmetric lifting tasks

References

• Actis JA, Honegger JD, Gates DH, Petrella AJ, Nolasco LA, Silverman AK. 2018. Validation of lumbar spine loading from a musculoskeletal model including the lower limbs and lumbar spine. J Biomech. 68:107–114.
   PubMed Web of Science ®Google Scholar
• Ait-Haddou R, Binding P, Herzog W. 2000. Theoretical considerations on cocontraction of sets of agonistic and antagonistic muscles. J Biomech. 33(9):1105–1111.
   PubMed Web of Science ®Google Scholar
• Arjmand N, Shirazi-Adl A. 2005. Biomechanics of changes in lumbar posture in static lifting. Spine (Phila Pa 1976). 30(23):2637–2648.
   PubMed Web of Science ®Google Scholar
• Arjmand N, Shirazi-Adl A. 2006. Model and in vivo studies on human trunk load partitioning and stability in isometric forward flexions. J Biomech. 39(3):510–521.
   PubMed Web of Science ®Google Scholar
• Arjmand N, Shirazi-Adl A, Bazrgari B. 2006. Wrapping of trunk thoracic extensor muscles influences muscle forces and spinal loads in lifting tasks. Clin Biomech (Bristol, Avon). 21(7):668–675.
   PubMed Web of Science ®Google Scholar
• Arnold AS, Salinas S, Hakawa DJ, Delp SL. 2000. Accuracy of muscle moment arms estimated from MRI-based musculoskeletal models of the lower extremity. Comput Aided Surg. 5(2):108–119.
   PubMedGoogle Scholar
• Bassani T, Stucovitz E, Qian Z, Briguglio M, Galbusera F. 2017. Validation of the any body full body musculoskeletal model in computing lumbar spine loads at L4L5 level. J Biomech. 58:89–96.
   PubMed Web of Science ®Google Scholar
• Bazrgari B, Shirazi-Adl A. 2007. Spinal stability and role of passive stiffness in dynamic squat and stoop lifts. Comput Methods Biomech Biomed Engin. 10(5):351–360.
   PubMedGoogle Scholar
• Bazrgari B, Shirazi-Adl A, Arjmand N. 2007. Analysis of squat and stoop dynamic liftings: muscle forces and internal spinal loads. Eur Spine J. 16(5):687–699.
   PubMed Web of Science ®Google Scholar
• Blemker SS, Delp SL. 2005. Three-dimensional representation of complex muscle architectures and geometries. Ann Biomed Eng. 33(5):661–673.
   PubMed Web of Science ®Google Scholar
• Bogduk N, Macintosh JE, Pearcy MJ. 1992. A universal model of the lumbar back muscles in the upright position. Spine (Phila Pa 1976). 17(8):897–913.
   PubMed Web of Science ®Google Scholar
• Brown LP, Niehues SL, Harrah A, Yavorsky P, Hirshman HP. 1988. Upper extremity range of motion and isokinetic strength of the internal and external shoulder rotators in major league baseball players. Am J Sports Med. 16(6):577–585.
   PubMed Web of Science ®Google Scholar
• Bruno AG, Bouxsein ML, Anderson DE. 2015. Development and validation of a musculoskeletal model of the fully articulated thoracolumbar spine and rib cage. J Biomech Eng. 137(8):081003.
   PubMed Web of Science ®Google Scholar
• Camomilla V, Cereatti A, Vannozzi G, Cappozzo A. 2006. An optimized protocol for hip joint centre determination using the functional method. J Biomech. 39(6):1096–1106.
   PubMed Web of Science ®Google Scholar
• Cazzola D, Holsgrove TP, Preatoni E, Gill HS, Trewartha G. 2017. Cervical spine injuries: a whole-body musculoskeletal model for the analysis of spinal loading. PLoS One. 12(1):e0169329.
   PubMed Web of Science ®Google Scholar
• Cholewicki J, Juluru K, Mcgill SM. 1999. Intra-abdominal pressure mechanism for stabilizing the lumbar spine. J Biomech. 32(1):13–17.
   PubMed Web of Science ®Google Scholar
• Cholewicki J, Mcgill SM, Norman RW. 1995. Comparison of muscle forces and joint load from an optimization and EMG assisted lumbar spine model: towards development of a hybrid approach. J Biomech. 28(3):321–331.
   PubMed Web of Science ®Google Scholar
• Christophy M, Faruk Senan NA, Lotz JC, O’Reilly OM. 2012. A musculoskeletal model for the lumbar spine. Biomech Model Mechanobiol. 11(1–2):19–34.
   PubMed Web of Science ®Google Scholar
• Cresswell AG, Thorstensson A. 1994. Changes in intra-abdominal pressure, trunk muscle activation and force during isokinetic lifting and lowering. Europ J Appl Physiol. 68(4):315–321.
   PubMed Web of Science ®Google Scholar
• Crowninshield RD, Brand RA. 1981. A physiologically based criterion of muscle force prediction in locomotion. J Biomech. 14(11):793–801.
   PubMed Web of Science ®Google Scholar
• DE Zee M, Hansen L, Wong C, Rasmussen J, Simonsen EB. 2007. A generic detailed rigid-body lumbar spine model. J Biomech. 40(6):1219–1227.
   PubMed Web of Science ®Google Scholar
• Delp SL, Anderson FC, Arnold AS, Loan P, Habib A, John CT, Guendelman E, Thelen DG. 2007. OpenSim: open-source software to create and analyze dynamic simulations of movement. IEEE Trans Biomed Eng. 54(11):1940–1950.
   PubMed Web of Science ®Google Scholar
• Delp SL, Loan JP, Hoy MG, Zajac FE, Topp EL, Rosen JM. 1990. An interactive graphics-based model of the lower extremity to study orthopaedic surgical procedures. IEEE Trans Biomed Eng. 37(8):757–767.
   PubMed Web of Science ®Google Scholar
• Dreischarf M, Rohlmann A, Graichen F, Bergmann G, Schmidt H. 2015. In vivo loads on a vertebral body replacement during different lifting techniques. J Biomech 49(6):890–895.
   PubMed Web of Science ®Google Scholar
• Dvorak J, Panjabi MM, Chang DG, Theiler R, Grob D. 1991. Functional radiographic diagnosis of the lumbar spine. Flexion-extension and lateral bending. Spine (Phila Pa 1976). 16:562–571.
   PubMed Web of Science ®Google Scholar
• Ehrig RM, Taylor WR, Duda GN, Heller MO. 2007. A survey of formal methods for determining functional joint axes. J Biomech. 40(10):2150–2157.
   PubMed Web of Science ®Google Scholar
• Ferguson SA, Marras WS. 1997. A literature review of low back disorder surveillance measures and risk factors. Clin Biomech (Bristol, Avon). 12(4):211–226.
   PubMed Web of Science ®Google Scholar
• Fujii R, Sakaura H, Mukai Y, Hosono N, Ishii T, Iwasaki M, Yoshikawa H, Sugamoto K. 2007. Kinematics of the lumbar spine in trunk rotation: in vivo three-dimensional analysis using magnetic resonance imaging. Eur Spine J. 16(11):1867–1874.
   PubMed Web of Science ®Google Scholar
• Ghezelbash F, Eskandari AH, Shirazi-Adl A, Arjmand N, EL-Ouaaid Z, Plamondon A. 2018. Effects of motion segment simulation and joint positioning on spinal loads in trunk musculoskeletal models. J Biomech. 70:149–156.
   PubMed Web of Science ®Google Scholar
• Ghezelbash F, Shirazi-Adl A, Arjmand N, EL-Ouaaid Z, Plamondon A. 2016. Subject-specific biomechanics of trunk: musculoskeletal scaling, internal loads and intradiscal pressure estimation. Biomech Model Mechanobiol. 15(6):1699–1712.
   PubMed Web of Science ®Google Scholar
• Granata KP, Marras WS. 1995. An EMG-assisted model of trunk loading during free-dynamic lifting. J Biomech. 28(11):1309–1317.
   PubMed Web of Science ®Google Scholar
• Han KS, Zander T, Taylor WR, Rohlmann A. 2012. An enhanced and validated generic thoraco-lumbar spine model for prediction of muscle forces. Med Eng Phys. 34(6):709–716.
   PubMed Web of Science ®Google Scholar
• Hansen L, DE Zee M, Rasmussen J, Andersen TB, Wong C, Simonsen EB. 2006. Anatomy and biomechanics of the back muscles in the lumbar spine with reference to biomechanical modeling. Spine (Phila Pa 1976). 31(17):1888–1899.
   PubMed Web of Science ®Google Scholar
• Hemmerich A, Brown H, Smith S, Marthandam SS, Wyss UP. 2006. Hip, knee, and ankle kinematics of high range of motion activities of daily living. J Orthop Res. 24(4):770–781.
   PubMed Web of Science ®Google Scholar
• Hicks JL, Uchida TK, Seth A, Rajagopal A, Delp SL. 2015. Is my model good enough? Best practices for verification and validation of musculoskeletal models and simulations of movement. J Biomech Eng. 137(2):020905.
   PubMed Web of Science ®Google Scholar
• Holzbaur KR, Murray WM, Delp SL. 2005. A model of the upper extremity for simulating musculoskeletal surgery and analyzing neuromuscular control. Ann Biomed Eng. 33(6):829–840.
   PubMed Web of Science ®Google Scholar
• Ignasiak D, Ferguson SJ, Arjmand N. 2016. A rigid thorax assumption affects model loading predictions at the upper but not lower lumbar levels. J Biomech. 49(13):3074–3078.
   PubMed Web of Science ®Google Scholar
• Kim HK, Zhang Y. 2017. Estimation of lumbar spinal loading and trunk muscle forces during asymmetric lifting tasks: application of whole-body musculoskeletal modelling in OpenSim. Ergonomics. 60(4):563–576.
   PubMed Web of Science ®Google Scholar
• Kingma I, DE Looze MP, Toussaint HM, Klijnsma HG, Bruijnen TB. 1996. Validation of a full body 3-D dynamic linked segment model. Hum Mov Sci. 15(6):833–860.
   Web of Science ®Google Scholar
• Kingma I, Faber GS, VAN Dieen JH. 2016. Supporting the upper body with the hand on the thigh reduces back loading during lifting. J Biomech. 49(6):881–889.
   PubMed Web of Science ®Google Scholar
• Maganaris CN, Baltzopoulos V, Ball D, Sargeant AJ. 2001. In vivo specific tension of human skeletal muscle. J Appl Physiol. 90(3):865–872.
   PubMed Web of Science ®Google Scholar
• Marras W. 1987. Trunk motion during lifting: temporal relations among loading factors. Int J Ind Ergon.. 1(3):159–167.
   Google Scholar
• Mcgill SM. 1991. Electromyographic activity of the abdominal and low back musculature during the generation of isometric and dynamic axial trunk torque: implications for lumbar mechanics. J Orthop Res. 9(1):91–103.
   PubMed Web of Science ®Google Scholar
• Mcgill SM, Norman RW. 1985. Dynamically and statically determined low back moments during lifting. J Biomech. 18(12):877–885.
   PubMed Web of Science ®Google Scholar
• Mcgill SM, Norman RW. 1986. Partitioning of the L4-L5 dynamic moment into disc, ligamentous, and muscular components during lifting. Spine (Phila Pa 1976). 11(7):666–678.
   PubMed Web of Science ®Google Scholar
• Nelson-Wong E, Howarth S, Winter DA, Callaghan JP. 2009. Application of autocorrelation and cross-correlation analyses in human movement and rehabilitation research. J Orthop Sports Phys Ther. 39(4):287–295.
   PubMed Web of Science ®Google Scholar
• Norman R, Wells R, Neumann P, Frank J, Shannon H, Kerr M. 1998. A comparison of peak vs cumulative physical work exposure risk factors for the reporting of low back pain in the automotive industry. Clin Biomech (Bristol, Avon). 13(8):561–573.
   PubMed Web of Science ®Google Scholar
• O'Brien TD, Reeves ND, Baltzopoulos V, Jones DA, Maganaris CN. 2010. In vivo measurements of muscle specific tension in adults and children. Exp Physiol. 95(1):202–210.
   PubMed Web of Science ®Google Scholar
• Pearcy MJ, Bogduk N. 1988. Instantaneous axes of rotation of the lumbar intervertebral joints. Spine (Phila PA 1976). 13:1033.
   PubMed Web of Science ®Google Scholar
• Pearcy M, Portek I, Shepherd J. 1984. Three-dimensional X-ray analysis of normal movement in the lumbar spine. Spine (Phila Pa 1976). 9(3):294–297.
   PubMed Web of Science ®Google Scholar
• Pearcy MJ, Tibrewal SB. 1984. Axial rotation and lateral bending in the normal lumbar spine measured by three-dimensional radiography. Spine (Phila Pa 1976). 9(6):582–587.
   PubMed Web of Science ®Google Scholar
• Potvin JR, Mcgill SM, Norman RW. 1991. Trunk muscle and lumbar ligament contributions to dynamic lifts with varying degrees of trunk flexion. Spine (Phila Pa 1976). 16(9):1099–1107.
   PubMed Web of Science ®Google Scholar
• Pua YH, Wrigley TV, Cowan SM, Bennell KL. 2008. Intrarater test-retest reliability of hip range of motion and hip muscle strength measurements in persons with hip osteoarthritis. Arch Phys Med Rehabil. 89(6):1146–1154.
   PubMed Web of Science ®Google Scholar
• Raabe ME, Chaudhari AM. 2016. An investigation of jogging biomechanics using the full-body lumbar spine model: Model development and validation. J Biomech. 49(7):1238–1243.
   PubMed Web of Science ®Google Scholar
• Rohlmann A, Pohl D, Bender A, Graichen F, Dymke J, Schmidt H, Bergmann G. 2014. Activities of everyday life with high spinal loads. PLoS One. 9(5):e98510
   PubMed Web of Science ®Google Scholar
• Rohlmann A, Schwachmeyer V, Graichen F, Bergmann G. 2014. Spinal loads during post-operative physiotherapeutic exercises. PLoS One. 9(7):e102005.
   PubMed Web of Science ®Google Scholar
• Sato K, Kikuchi S, Yonezawa T. 1999. In vivo intradiscal pressure measurement in healthy individuals and in patients with ongoing back problems. Spine (Phila Pa 1976). 24(23):2468–2474.
   PubMed Web of Science ®Google Scholar
• Shirazi-Adl A. 2006. Analysis of large compression loads on lumbar spine in flexion and in torsion using a novel wrapping element. J Biomech. 39(2):267–275.
   PubMed Web of Science ®Google Scholar
• Signorile JF, Kacsik D, Perry A, Robertson B, Williams R, Lowensteyn I, Digel S, Caruso J, Leblanc WG. 1995. The effect of knee and foot position on the electromyographical activity of the superficial quadriceps. J Orthop Sports Phys Ther. 22(1):2–9.
   PubMed Web of Science ®Google Scholar
• Stokes IA, Gardner-Morse MG, Henry SM. 2010. Intra-abdominal pressure and abdominal wall muscular function: Spinal unloading mechanism. Clin Biomech (Bristol, Avon). 25(9):859–866.
   PubMed Web of Science ®Google Scholar
• Takahashi I, Kikuchi S, Sato K, Sato N. 2006. Mechanical load of the lumbar spine during forward bending motion of the trunk-a biomechanical study. Spine (Phila Pa 1976). 31(1):18–23.
   PubMed Web of Science ®Google Scholar
• van Diëen Bogert A, Geijtenbeek T, Even-Zohar O. 2008. Real-time estimation of muscle forces from inverse dynamics. Annual Meeting of the American Society of Biomechanics (NACOB).
   Google Scholar
• van Diëen JH, Thissen CE, VAN DE Ven AJ, Toussaint HM. 1991. The electro-mechanical delay of the erector spinae muscle: influence of rate of force development, fatigue and electrode location. Eur J Appl Physiol Occup Physiol. 63:216–222.
   PubMed Web of Science ®Google Scholar
• Vasavada AN, Li S, Delp SL. 1998. Influence of muscle morphometry and moment arms on the moment-generating capacity of human neck muscles. Spine (Phila Pa 1976). 23(4):412–422.
   PubMed Web of Science ®Google Scholar
• Wilke H, Neef P, Hinz B, Seidel H, Claes L. 2001. Intradiscal pressure together with anthropometric data-a data set for the validation of models. Clin Biomech (Bristol, Avon)). 16(Suppl 1):S111–S126.
   PubMed Web of Science ®Google Scholar
• Woolf AD, Pfleger B. 2003. Burden of major musculoskeletal conditions. Bull World Health Organ. 81:646–656.
   PubMed Web of Science ®Google Scholar