PLoS ONENeurosciencePeer-reviewed journal article
Intermediate Gray Matter Interneurons in the Lumbar Spinal Cord Play a Critical and Necessary Role in Coordinated Locomotion
Naëmi Kuehn, Andreas SchwarziD, Carlo A. BerettaiD, Yvonne SchwarteiD, Francesca Schmitt, Melanie Motsch, Norbert WeidneriD, Radhika PuttaguntaiD
Abstract
Locomotion is a complex task involving excitatory and inhibitory circuitry in spinal gray matter. While genetic knockouts examine the function of unique spinal interneuron (SpIN) subtypes, the phenotype of combined premotor interneuron loss remains to be explored. We modified a kainic acid lesion to damage intermediate gray matter (laminae V-VII) in the lumbar spinal enlargement (spinal L2-L4) in female rats. A thorough, tailored behavioral evaluation revealed deficits in gross hindlimb function, skilled walking, coordination, balance and gait two-weeks post-injury. Using a Random Forest algorithm, we combined these behavioral assessments into a highly predictive binary classification system which strongly correlated with structural deficits in the rostro-caudal axis. Machine-learning quantification confirmed interneuronal damage to laminae V-VII in spinal L2-L4 correlates with hindlimb dysfunction. White matter damage and lower motoneuron loss did not correlate with behavioral deficits. Animals do not regain lost sensorimotor function three months after injury, indicating that natural recovery of the spinal cord cannot compensate for loss of laminae V-VII neurons. As spinal cord injuries are often located at spinal enlargements, this research lays the groundwork for new neuroregenerative therapies to replace these lost neuronal pools vital to sensorimotor function. HighlightsO_LIFunctional deficits in coordination, balance, rhythmic walking and gait follow two weeks after a lumbar (L2-L4) intermediate (V-VII) gray matter spinal cord injury in rats C_LIO_LIDeficits correlate with neuronal loss in laminae V-VII in spinal levels L2-L4 but do not correlate with lower motoneuron loss or white matter damage nor do animals show signs of sensory dysfunction due to spinal cord injury C_LIO_LICoordination deficits remain after three months, indicating that natural recovery cannot compensate for this interneuronal loss C_LIO_LINewly developed machine-learning models non-invasively fully classify injured animals by functional readouts equivalent to time-intensive endpoint histological analysis C_LI
- organism: rat
- research focus: benchmarking
- research focus: cell type annotation
- research focus: differential expression
- approach: machine learning (classical)
- Citations
- 2
- FWCI
- 0.40
- Field percentile
- top 39%
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