Marco Mercieri, Matteo Luigi Giuseppe Leoni, Alessia Naccarato, Omar Viswanath, Samah Said Al Sarmi, Giustino Varrassi, Marco Cascella, Roberto Arcioni
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This study aimed to investigate the role of psychological profiles in predicting outcomes for ONS in rCM patients.</p><p><strong>Methods: </strong>We conducted a retrospective analysis on rCM patients treated with ONS at a second-level neuromodulation university facility. These patients were refractory to conventional medical treatments, including onabotulinumtoxin-A injections (monoclonal antibodies targeting CGRP were not yet available). The NRS for migraine intensity, the number of monthly migraine attacks, and drug consumption were assessed at 6-month and 12-month follow-ups post-implant. Psychological profiles were evaluated prior to OCN using the Minnesota Multiphasic Personality Inventory-2 (MMPI-2). A multivariable logistic regression model was developed to predict ONS outcomes, incorporating MMPI-2 as a covariate. The model's accuracy and performance were assessed through non-parametric bootstrap, calibration, and discrimination analyses.</p><p><strong>Results: </strong>Twenty-three rCM patients were analysed. ONS was able to significantly reduce the pain intensity, the number of headache attacks per month, and drug consumption compared to pre-treatment levels at both 6- and 12-month follow-ups. The final multivariable logistic model at 12 months showed that the MMPI-2 Depression score was independently and negatively associated with favourable outcomes following ONS (optimism-adjusted OR 0.52, 95% CI 0.21-0.77, p = 0.03). The ROC curve indicated high model sensitivity (AUC: 0.96, 95% CI: 0.88-0.98), and the calibration plot revealed a good fit, with some improvement needed in mid-range predicted probabilities.</p><p><strong>Conclusion: </strong>ONS significantly reduced pain intensity, headache frequency, and drug use at the 12-month follow-up compared to pre-treatment levels. 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In these rare cases, central cervical spinal cord stimulation or occipital nerve stimulation (ONS) may offer a potential therapeutic option. However, these techniques are not without risks, lack clear scientific evidence, and impose a significant economic burden. Therefore, it is crucial to identify parameters that can assist physicians in selecting appropriate candidates for implantation. This study aimed to investigate the role of psychological profiles in predicting outcomes for ONS in rCM patients.</p><p><strong>Methods: </strong>We conducted a retrospective analysis on rCM patients treated with ONS at a second-level neuromodulation university facility. These patients were refractory to conventional medical treatments, including onabotulinumtoxin-A injections (monoclonal antibodies targeting CGRP were not yet available). The NRS for migraine intensity, the number of monthly migraine attacks, and drug consumption were assessed at 6-month and 12-month follow-ups post-implant. Psychological profiles were evaluated prior to OCN using the Minnesota Multiphasic Personality Inventory-2 (MMPI-2). A multivariable logistic regression model was developed to predict ONS outcomes, incorporating MMPI-2 as a covariate. The model's accuracy and performance were assessed through non-parametric bootstrap, calibration, and discrimination analyses.</p><p><strong>Results: </strong>Twenty-three rCM patients were analysed. ONS was able to significantly reduce the pain intensity, the number of headache attacks per month, and drug consumption compared to pre-treatment levels at both 6- and 12-month follow-ups. The final multivariable logistic model at 12 months showed that the MMPI-2 Depression score was independently and negatively associated with favourable outcomes following ONS (optimism-adjusted OR 0.52, 95% CI 0.21-0.77, p = 0.03). 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引用次数: 0
摘要
背景:难治性慢性偏头痛(rCM)的特点是使人虚弱的头痛,对常规药物治疗没有充分的反应,使患者严重残疾。在这些罕见的病例中,中枢颈脊髓刺激或枕神经刺激(ONS)可能是一种潜在的治疗选择。然而,这些技术并非没有风险,缺乏明确的科学证据,并造成重大的经济负担。因此,确定能够帮助医生选择合适的植入人选的参数是至关重要的。本研究旨在探讨心理特征在预测rCM患者ONS预后中的作用。方法:我们对在二级神经调节大学设施接受ONS治疗的rCM患者进行了回顾性分析。这些患者对常规药物治疗难以治愈,包括注射肉毒杆菌毒素a(目前还没有针对CGRP的单克隆抗体)。在植入后6个月和12个月的随访中评估偏头痛强度、每月偏头痛发作次数和药物消耗的NRS。在OCN之前,使用明尼苏达多相人格量表-2 (MMPI-2)对心理特征进行评估。建立了一个多变量逻辑回归模型来预测ONS的结果,其中MMPI-2作为协变量。通过非参数自举、校准和判别分析来评估模型的准确性和性能。结果:分析了23例rCM患者。在6个月和12个月的随访中,与治疗前相比,ONS能够显著降低疼痛强度、每月头痛发作次数和药物消耗。12个月后的最终多变量logistic模型显示,MMPI-2抑郁评分与ONS治疗后的有利结果呈独立负相关(乐观调整OR 0.52, 95% CI 0.21-0.77, p = 0.03)。ROC曲线显示较高的模型灵敏度(AUC: 0.96, 95% CI: 0.88-0.98),校准图显示拟合良好,但在中程预测概率方面需要改进。结论:与治疗前相比,ONS在12个月的随访中显著降低了疼痛强度、头痛频率和药物使用。MMPI-2抑郁评分是ONS失败的独立预测指标,强调了综合心理评估在选择患者进行ONS的重要性。
Prognostic Value of Minnesota Multiphasic Personality Inventory-2 (MMPI-2) Profiles in Predicting Outcomes of Occipital Nerve Stimulation for Refractory Chronic Migraine: A Retrospective Bias-Corrected Multivariable Analysis.
Background: Refractory chronic migraine (rCM) is characterized by debilitating headaches that do not respond adequately to conventional medical treatments, leaving patients severely disabled. In these rare cases, central cervical spinal cord stimulation or occipital nerve stimulation (ONS) may offer a potential therapeutic option. However, these techniques are not without risks, lack clear scientific evidence, and impose a significant economic burden. Therefore, it is crucial to identify parameters that can assist physicians in selecting appropriate candidates for implantation. This study aimed to investigate the role of psychological profiles in predicting outcomes for ONS in rCM patients.
Methods: We conducted a retrospective analysis on rCM patients treated with ONS at a second-level neuromodulation university facility. These patients were refractory to conventional medical treatments, including onabotulinumtoxin-A injections (monoclonal antibodies targeting CGRP were not yet available). The NRS for migraine intensity, the number of monthly migraine attacks, and drug consumption were assessed at 6-month and 12-month follow-ups post-implant. Psychological profiles were evaluated prior to OCN using the Minnesota Multiphasic Personality Inventory-2 (MMPI-2). A multivariable logistic regression model was developed to predict ONS outcomes, incorporating MMPI-2 as a covariate. The model's accuracy and performance were assessed through non-parametric bootstrap, calibration, and discrimination analyses.
Results: Twenty-three rCM patients were analysed. ONS was able to significantly reduce the pain intensity, the number of headache attacks per month, and drug consumption compared to pre-treatment levels at both 6- and 12-month follow-ups. The final multivariable logistic model at 12 months showed that the MMPI-2 Depression score was independently and negatively associated with favourable outcomes following ONS (optimism-adjusted OR 0.52, 95% CI 0.21-0.77, p = 0.03). The ROC curve indicated high model sensitivity (AUC: 0.96, 95% CI: 0.88-0.98), and the calibration plot revealed a good fit, with some improvement needed in mid-range predicted probabilities.
Conclusion: ONS significantly reduced pain intensity, headache frequency, and drug use at the 12-month follow-up compared to pre-treatment levels. The MMPI-2 Depression score was an independent predictor of ONS failure, highlighting the importance of comprehensive psychological assessments in patient selection for ONS.
期刊介绍:
This journal aims to review the most important, recently published clinical findings regarding the diagnosis, treatment, and management of pain and headache. By providing clear, insightful, balanced contributions by international experts, the journal intends to serve all those involved in the care and prevention of pain and headache.
We accomplish this aim by appointing international authorities to serve as Section Editors in key subject areas, such as anesthetic techniques in pain management, cluster headache, neuropathic pain, and migraine. Section Editors, in turn, select topics for which leading experts contribute comprehensive review articles that emphasize new developments and recently published papers of major importance, highlighted by annotated reference lists. An international Editorial Board reviews the annual table of contents, suggests articles of special interest to their country/region, and ensures that topics are current and include emerging research. Commentaries from well-known figures in the field are also provided.