Eunice Yang, Harrison Howell, Praveen V Mummaneni, Dean Chou, Mohamad Bydon, Erica F Bisson, Christopher I Shaffrey, Oren N Gottfried, Anthony L Asher, Domagoj Coric, Eric A Potts, Kevin T Foley, Michael Y Wang, Kai-Ming Fu, Michael S Virk, John J Knightly, Scott Meyer, Paul Park, Cheerag D Upadhyaya, Chun-Po Yen, Juan S Uribe, Luis M Tumialán, Jay D Turner, Regis W Haid, Andrew K Chan
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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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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/m2, 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).</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":19187,"journal":{"name":"Neurosurgical focus","volume":"59 1","pages":"E4"},"PeriodicalIF":3.0000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Defining cervical spondylotic myelopathy surgical endotypes using comorbidity clustering: a Quality Outcomes Database cervical spondylotic myelopathy study.\",\"authors\":\"Eunice Yang, Harrison Howell, Praveen V Mummaneni, Dean Chou, Mohamad Bydon, Erica F Bisson, Christopher I Shaffrey, Oren N Gottfried, Anthony L Asher, Domagoj Coric, Eric A Potts, Kevin T Foley, Michael Y Wang, Kai-Ming Fu, Michael S Virk, John J Knightly, Scott Meyer, Paul Park, Cheerag D Upadhyaya, Chun-Po Yen, Juan S Uribe, Luis M Tumialán, Jay D Turner, Regis W Haid, Andrew K Chan\",\"doi\":\"10.3171/2025.4.FOCUS25207\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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/m2, 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).</p><p><strong>Conclusions: </strong>While patients with multimorbidity have worse baseline and postoperative PROs, they achieve similar functional and pain-related improvements following CSM surgery. 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引用次数: 0
摘要
目的:共存的医疗条件是越来越普遍的手术人群。多种合并症对脊髓型颈椎病(CSM)患者报告的预后(PROs)和常并发疾病的内型的影响尚不清楚。本研究探讨了与无或少合并症的CSM患者相比,多病CSM患者的基线和术后PROs是否更差,术后功能改善是否更少。作者还调查了CSM手术患者中是否存在不同的共病内型,以及它们是否影响术后结果。方法:采用前瞻性质量结局数据库(QOD)对接受CSM手术的患者进行评估。多病定义为≥2种慢性疾病,包括糖尿病、冠状动脉疾病、周围血管疾病、关节炎、慢性肾病、慢性阻塞性肺病、帕金森病、多发性硬化症、抑郁和焦虑。基线特征和24个月的pro评估了多重合并症状态,包括修改的日本骨科协会(mJOA)、颈部残疾指数(NDI)、颈部和手臂疼痛的视觉模拟量表、EQ-5D和患者满意度评分。使用k- medioids从整个队列中确定集群,揭示具有相似共病内型的亚组。结果:最终队列纳入1141例CSM患者(随访24个月的占83.1%),其中761例(66.7%)存在0或1个合并症,380例(33.3%)存在≥2个合并症。多病组患者年龄较大(平均年龄62.6±11.2岁vs 59.5±12.0岁,p < 0.001),女性居多(52.9% vs 44.7%, p = 0.011), BMI较高(平均31.1±6.7 vs 29.7±6.2 kg/m2, p < 0.001)。多病患者在基线和24个月时mJOA、NDI和EQ-5D评分较差(p < 0.05)。在多变量分析中,合并症的总数与任何PRO测量均无显著相关。确定了四种合并症:低负担、关节炎、糖尿病和高负担。在单因素方差分析中,基线mJOA评分在集群之间有显著差异(p = 0.003)。在24个月时,糖尿病和高负担内型患者的mJOA评分显著降低。所有PROs的24个月评分变化和最小临床重要差异(MCID)成就在不同组间保持相似(p > 0.05)。结论:虽然多病患者的基线和术后PROs较差,但他们在CSM手术后获得了类似的功能和疼痛相关改善。同样,在这个QOD队列中发现的共病内型表明,某些共存的慢性疾病,如重叠的糖尿病和关节炎,与不同程度的残疾有关,但可能不会降低手术干预的有效性。
Defining cervical spondylotic myelopathy surgical endotypes using comorbidity clustering: a Quality Outcomes Database cervical spondylotic myelopathy study.
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/m2, 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.