BACKGROUND: Patients with mild degenerative cervical myelopathy (DCM) represent a heterogeneous population, and indications for surgical decompression remain controversial. OBJECTIVE: To dissociate patient phenotypes within the broader population of mild DCM associated with degree of impairment in baseline quality of life (QOL) and surgical outcomes. METHODS: This was a post hoc analysis of patients with mild DCM (modified Japanese Orthopedic Association [mJOA] 15-17) enrolled in the AOSpine CSM-NA/CSM-I studies. A k-means clustering algorithm was applied to baseline QOL (Short Form-36 [SF-36]) scores to separate patients into 2 clusters. Baseline variables and surgical outcomes (change in SF-36 scores at 1 yr) were compared between clusters. A k-nearest neighbors (kNN) algorithm was used to evaluate the ability to classify patients into the 2 clusters by significant baseline clinical variables. RESULTS: One hundred eighty-five patients were eligible. Two groups were generated by k-means clustering. Cluster 1 had a greater proportion of females (44% vs 28%, P = .029) and symptoms of neck pain (32% vs 11%, P = .001), gait difficulty (57% vs 40%, P = .025), or weakness (75% vs 59%, P = .041). Although baseline mJOA correlated with neither baseline QOL nor outcomes, cluster 1 was associated with significantly greater improvement in disability (P = .003) and QOL (P < .001) scores following surgery. A kNN algorithm could predict cluster classification with 71% accuracy by neck pain, motor symptoms, and gender alone. CONCLUSION: We have dissociated a distinct patient phenotype of mild DCM, characterized by neck pain, motor symptoms, and female gender associated with greater impairment in QOL and greater response to surgery.
BACKGROUND:Patients with mild degenerative cervical myelopathy (DCM) represent a heterogeneous population, and indications for surgical decompression remain controversial. OBJECTIVE: To dissociate patient phenotypes within the broader population of mild DCM associated with degree of impairment in baseline quality of life (QOL) and surgical outcomes. METHODS: This was a post hoc analysis of patients with mild DCM (modified Japanese Orthopedic Association [mJOA] 15-17) enrolled in the AOSpine CSM-NA/CSM-I studies. A k-means clustering algorithm was applied to baseline QOL (Short Form-36 [SF-36]) scores to separate patients into 2 clusters. Baseline variables and surgical outcomes (change in SF-36 scores at 1 yr) were compared between clusters. A k-nearest neighbors (kNN) algorithm was used to evaluate the ability to classify patients into the 2 clusters by significant baseline clinical variables. RESULTS: One hundred eighty-five patients were eligible. Two groups were generated by k-means clustering. Cluster 1 had a greater proportion of females (44% vs 28%, P = .029) and symptoms of neck pain (32% vs 11%, P = .001), gait difficulty (57% vs 40%, P = .025), or weakness (75% vs 59%, P = .041). Although baseline mJOA correlated with neither baseline QOL nor outcomes, cluster 1 was associated with significantly greater improvement in disability (P = .003) and QOL (P < .001) scores following surgery. A kNN algorithm could predict cluster classification with 71% accuracy by neck pain, motor symptoms, and gender alone. CONCLUSION: We have dissociated a distinct patient phenotype of mild DCM, characterized by neck pain, motor symptoms, and female gender associated with greater impairment in QOL and greater response to surgery.
Keywords:
Cervical spondylotic myelopathy; Clinical prediction models; Degenerative cervical myelopathy; Modified Japanese Orthopedic Association scale; Quality of life
Authors: Timothy F Boerger; Allison S Hyngstrom; Julio C Furlan; Sukhvinder Kalsi-Ryan; Armin Curt; Brian K Kwon; Shekar N Kurpad; Michael G Fehlings; James S Harrop; Bizhan Aarabi; Vafa Rahimi-Movaghar; James D Guest; Jefferson R Wilson; Benjamin M Davies; Mark R N Kotter; Paul A Koljonen Journal: Global Spine J Date: 2022-02
Authors: Allan R Martin; Lindsay Tetreault; Aria Nouri; Armin Curt; Patrick Freund; Vafa Rahimi-Movaghar; Jefferson R Wilson; Michael G Fehlings; Brian K Kwon; James S Harrop; Benjamin M Davies; Mark R N Kotter; James D Guest; Bizhan Aarabi; Shekar N Kurpad Journal: Global Spine J Date: 2021-11-19
Authors: Najmeh Kheram; Nikolai Pfender; Andrea Boraschi; Mazda Farshad; Vartan Kurtcuoglu; Armin Curt; Martin Schubert; Carl M Zipser Journal: Front Neurol Date: 2022-08-09 Impact factor: 4.086
Authors: Timothy Boerger; Ali Alsouhibani; Oliver Mowforth; Joseph Hamilton; Abdul Lalkhen; Benjamin M Davies; Mark R N Kotter Journal: Global Spine J Date: 2021-02-25