Markin SN, Lemay MA, Prilutsky BI, Rybak IA. Motoneuronal and muscle synergies involved in cat hindlimb control during fictive and real locomotion: a comparison study. J Neurophysiol 107: 2057-2071, 2012. First published December 21, 2011 doi:10.1152/jn.00865.2011.-We compared the activity profiles and synergies of spinal motoneurons recorded during fictive locomotion evoked in immobilized decerebrate cat preparations by midbrain stimulation to the activity profiles and synergies of the corresponding hindlimb muscles obtained during forward level walking in cats. The fictive locomotion data were collected in the Spinal Cord Research Centre, University of Manitoba, and provided by Dr. David McCrea; the real locomotion data were obtained in the laboratories of M. A. Lemay and B. I. Prilutsky. Scatterplot representation and minimum spanning tree clustering algorithm were used to identify the possible motoneuronal and muscle synergies operating during both fictive and real locomotion. We found a close similarity between the activity profiles and synergies of motoneurons innervating one-joint muscles during fictive locomotion and the profiles and synergies of the corresponding muscles during real locomotion. However, the activity patterns of proximal nerves controlling two-joint muscles, such as posterior biceps and semitendinosus (PBSt) and rectus femoris (RF), were not uniform in fictive locomotion preparations and differed from the activity profiles of the corresponding two-joint muscles recorded during forward level walking. Moreover, the activity profiles of these nerves and the corresponding muscles were unique and could not be included in the synergies identified in fictive and real locomotion. We suggest that afferent feedback is involved in the regulation of locomotion via motoneuronal synergies controlled by the spinal central pattern generator (CPG) but may also directly affect the activity of motoneuronal pools serving two-joint muscles (e.g., PBSt and RF). These findings provide important insights into the organization of the spinal CPG in mammals, the motoneuronal and muscle synergies engaged during locomotion, and their afferent control. spinal cord; motoneurons; walking; one-joint muscles; two-joint muscles; cluster analysis THERE IS ACCUMULATING EVIDENCE that both higher brain centers and afferent feedback control motor behavior through the coordinated activation of specific groups of muscles referred to as synergies (Bernstein 1967;Bizzi et al. 2000Bizzi et al. , 2002Cappellini et al. 2006; d'Avella and Bizzi 2005;d'Avella et al. 2003d'Avella et al. , 2008Drew et al. 2008;Giszter et al. 2007; Giszter 2004, 2010;Kargo and Giszter 2008;Krouchev et al. 2006;McCrea 1992;Ting and Macpherson 2005;Tresch et al. 1999Tresch et al. , 2002 Tresch and Jarc 2009). According to this concept, the spinal cord contains populations of interneurons that project to, and simultaneously activate, specific populations of motoneurons that in turn actuate the specific groups of muscles (muscle synergies) producing a parti...