Contrast-enhanced ultrasound for assessing tissue perfusion and predicting functional recovery following acute traumatic spinal injury: translation from rat model to humans
Khaing, Z.; Leyendecker, J.; Harmon, J.; Sivakanthan, S.; Cates, L. N.; Hyde, J. E.; Krueger, M.; Glenny, R. W.; Bruce, M.; Hofstetter, C. P.
Show abstract
Traumatic spinal cord injury (tSCI) leads to an immediate loss of neurological function, with its recovery being difficult to predict in the acute phase. Here, we developed a contrast-enhanced ultrasound (CEUS) imaging biomarker to quantify the intraspinal vascular disruption after tSCI. In rodent thoracic tSCI, CEUS revealed a perfusion area deficit (PAD) which increased with injury severity (p = 0.001). The PAD size significantly correlated with hindlimb locomotor function at 8 weeks post injury (R2 = 0.82, p < 0.001). Additionally, we calculated a spinal perfusion index (SPI) comparing the amount of perfused tissue at the injury center to that in injury periphery. Our experiments demonstrated that SPI decreased in more severe injuries and correlated significantly with hindlimb locomotor function at 8 weeks post injury (R2 = 0.83, p < 0.001). Subsequently, we demonstrated the feasibility of intraoperative CEUS imaging in 20 patients with acute tSCI. A hyper-perfusion pattern was commonly seen in cervical motor-incomplete tSCI, while necrosis penumbra pattern was associated with motor-complete cervical or thoracic tSCI. We measured both PAD and SPI and detected statistically significant differences between motor-complete and motor-incomplete patients. In our patient cohort, SPI exhibited a strong predictive capacity for functional recovery at 6 months (R2 = 0.79, p < .001) compared to PAD. In conclusion, our study suggests that an intraoperative CEUS-derived biomarker holds promise for predicting injury severity and chronic functional outcome after tSCI. Larger clinical studies are needed to better assess the reliability of the proposed CEUS-derived biomarker and its prognostic capacity. One Sentence SummaryThis paper introduces a novel biomarker utilizing contrast-enhanced ultrasound in humans and rats that accurately predicts injury severity after traumatic spinal cord injury based on tissue perfusion.
Matching journals
The top 1 journal accounts for 50% of the predicted probability mass.
Similar papers in this journal
- Extent of cord pathology in the lumbosacral enlargement in non-traumatic versus traumatic spinal cord injury 96%
- Recovery of forearm and fine digit function after chronic spinal cord injury by simultaneous blockade of inhibitory matrix CSPG production and the receptor PTPσ. 95%
- Natural Progression of Routine Laboratory Markers following Spinal Trauma: A Longitudinal, Multi-Cohort Study 94%
Similar papers in this journal
- Delayed viral vector mediated delivery of neurotrophin-3 improves skilled hindlimb function and stability after thoracic contusion in rats 95%
- Sex-dependent effects of peptidylarginine deiminases on neutrophil function and long-term outcomes after spinal cord injury 94%
- Unveiling Distinct Neuroimmune Responses in Mouse Models of Cervical Spinal Cord Injury: Hemisection versus Hemicontusion 94%
Similar papers in this journal
- Comparative Neuroanatomy of the Lumbosacral Spinal Cord of the Rat, Cat, Pig, Monkey, and Human 95%
- Probabilistic Assessment of Nerve Regeneration with Diffusion MRI: Validation in Rat Models of Peripheral Nerve Trauma 94%
- Machine intelligence identifies soluble TNFa as a therapeutic target for spinal cord injury 93%
Similar papers in this journal
- White matter abnormalities characterise the acute stage of sports-related mild Traumatic Brain Injury 92%
- A Minimally Invasive, Scalable and Reproducible Neonatal Rat Model of Severe Focal Brain Injury 91%
- Spinal cord MRI and MRS Detect Early-stage Alterations and Disease Progression in Friedreich Ataxia 91%
Similar papers in this journal
- A Porcine Model of Peripheral Nerve Injury Enabling Ultra-Long Regenerative Distances: Surgical Approach, Recovery Kinetics, and Clinical Relevance 89%
- Safety and efficacy of management for intraprocedural rupture during endovascular treatment for intracranial aneurysms 89%
- Reconnecting the Hand and Arm to the Brain: Efficacy of Neural Interfaces for Sensorimotor Restoration after Tetraplegia 88%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.