Defining cervical spondylotic myelopathy surgical endotypes using comorbidity clustering: a Quality Outcomes Database cervical spondylotic myelopathy study

被引:0
作者
Yang, Eunice [1 ,4 ]
Howell, Harrison [1 ,4 ]
Mummaneni, Praveen V. [2 ,5 ]
Chou, Dean [1 ,4 ]
Bydon, Mohamad [3 ]
Bisson, Erica F. [4 ]
Shaffrey, Christopher I. [5 ]
Gottfried, Oren N. [5 ]
Asher, Anthony L. [6 ,7 ]
Coric, Domagoj [6 ,7 ]
Potts, Eric A. [8 ]
Foley, Kevin T. [9 ]
Wang, Michael Y. [10 ]
Fu, Kai-Ming [11 ]
Virk, Michael S. [11 ]
Knightly, John J. [12 ]
Meyer, Scott [12 ]
Park, Paul [9 ]
Upadhyaya, Cheerag D. [13 ]
Yen, Chun-Po [14 ]
Uribe, Juan S. [15 ]
Tumialan, Luis M. [15 ]
Turner, Jay D. [15 ]
Haid Jr, Regis W. [16 ]
Chan, Andrew K. [1 ]
机构
[1] Columbia Univ, Och Spine Hosp NewYork Presbyterian, Dept Neurol Surg, Vagelos Coll Phys & Surg, New York, NY USA
[2] Univ Calif San Francisco, Dept Neurosurg, San Francisco, CA USA
[3] Mayo Clin, Dept Neurol Surg, Rochester, MN USA
[4] Univ Utah, Dept Neurosurg, Salt Lake City, UT USA
[5] Duke Univ, Dept Neurosurg, Durham, NC USA
[6] Carolinas Healthcare Syst, Neurosci Inst, Charlotte, NC USA
[7] Carolina Neurosurg & Spine Associates, Charlotte, NC USA
[8] Goodman Campbell Brain & Spine, Indianapolis, IN USA
[9] Univ Tennessee, Semmes Murphey Neurol & Spine Inst, Dept Neurosurg, Memphis, TN USA
[10] Univ Miami, Dept Neurosurg, Miami, FL USA
[11] Weill Cornell Med Ctr, Dept Neurosurg, New York, NY USA
[12] Atlantic NeuroSurg Specialists, Morristown, NJ USA
[13] Univ North Carolina, Dept Neurosurg, Chapel Hill, NC USA
[14] Univ Virginia, Dept Neurosurg, Charlottesville, VA USA
[15] Barrow Neurol Inst, Phoenix, AZ USA
[16] Atlanta Brain & Spine Care, Atlanta, GA USA
关键词
Quality Outcomes Database; cervical spondylotic myelopathy; multimorbidity; unsupervised learning; comorbidity clustering; SPINE SURGERY; OF-LIFE; COMPLICATION RATES; 24-MONTH OUTCOMES; FUSION; LAMINECTOMY; PREVALENCE; DISABILITY; ANTERIOR; IMPACT;
D O I
10.3171/2025.4.FOCUS25207
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
OBJECTIVE Coexisting medical conditions are increasingly prevalent in surgical populations. The impact of multiple comorbidities on patient-reported outcomes (PROs) and endotypes of frequently co-occurring conditions for cervical spondylotic myelopathy (CSM) remain unclear. This study explores whether CSM patients with multimorbidity have worse baseline and postoperative PROs and less functional improvement after surgery compared to those with few or no comorbidities. The authors also investigated whether distinct comorbidity endotypes exist among CSM surgical patients and whether they influence postoperative outcomes. METHODS The prospective Quality Outcomes Database (QOD) was used to assess patients undergoing surgery for CSM. Multimorbidity was defined as >= 2 chronic conditions, including diabetes, coronary artery disease, peripheral vascular disease, arthritis, chronic renal disease, chronic obstructive pulmonary disease, Parkinson's disease, multiple sclerosis, depression, and anxiety. Baseline characteristics and 24-month PROs were assessed across multiple-comorbidity status, including modified Japanese Orthopaedic Association (mJOA), Neck Disability Index (NDI), visual analog scale for neck and arm pain, EQ-5D, and patient satisfaction scores. Clusters were identified from the full cohort using k-medoids, revealing subgroups with similar comorbidity endotypes. RESULTS The final cohort included 1141 CSM patients (83.1% reaching 24-month follow-up), with 761 (66.7%) having 0 or 1 comorbidity and 380 (33.3%) >= 2 comorbidities. The multimorbidity cohort was older (mean age 62.6 +/- 11.2 vs 59.5 +/- 12.0 years, p < 0.001), more likely to be female (52.9% vs 44.7%, p = 0.011), and had a higher BMI (mean 31.1 +/- 6.7 vs 29.7 +/- 6.2 kg/m(2), p < 0.001). Multimorbidity patients exhibited worse mJOA, NDI, and EQ-5D scores at baseline and 24 months (p < 0.05). On multivariable analysis, the total number of comorbidities was not significantly associated with any PRO measures. Four comorbidity clusters were identified: low burden, arthritis, diabetes, and high burden. On one-way ANOVA, the baseline mJOA score was significantly different across clusters (p = 0.003). At 24 months, the mJOA score was significantly lower in the diabetes and high-burden endotypes. Twenty-four-month score change and minimal clinically important difference (MCID) achievement of all PROs remained similar across clusters (p > 0.05). CONCLUSIONS While patients with multimorbidity have worse baseline and postoperative PROs, they achieve similar functional and pain-related improvements following CSM surgery. Similarly, the comorbidity endotypes identified in this QOD cohort suggest that certain patterns of coexisting chronic conditions, such as overlapping diabetes and arthritis, are associated with different levels of disability but may not diminish the effectiveness of surgical intervention.
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页码:1 / 14
页数:14
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