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Prediction of Postherpetic Neuralgia in Patients with Acute and Subacute Herpetic Neuralgia Using Structural Magnetic Resonance Imaging: A Retrospective Study. 结构磁共振成像预测急性和亚急性疱疹性神经痛患者的带状疱疹后神经痛:一项回顾性研究。
IF 3.3 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-12-07 DOI: 10.1007/s40122-025-00796-6
Dan Wu, Bo Peng, Yingjie Hua, Wujun Geng, Bing Huang, Siyu Lu, Junlin Chen, Keyi He, Yuxi Wang, Qiaoyin Rao, Zubo Jiang, Chuanguang Wang, Yakang Dai, Jiansong Ji, Zhongwei Zhao

Introduction: This study integrated structural magnetic resonance imaging (sMRI) of the brain with clinical characteristics to identify the "vulnerable brain regions" and risk factors associated with the development of postherpetic neuralgia (PHN) in patients with acute and subacute herpetic neuralgia. Furthermore, the study explored the combined predictive performance of these neuroimaging and clinical indicators.

Methods: From February 2023 to January 2025, a total of 214 hospitalized patients with acute and subacute herpetic neuralgia were enrolled. Follow-up was conducted via telephone or outpatient visits, revealing that 116 patients (54.98%) developed PHN, while 95 did not. Clinical data and magnetic resonance imaging (MRI) data were collected for all participants. T1-weighted structural MRI images underwent preprocessing procedures including N4 bias field correction, skull stripping, brain tissue segmentation, and parcellation. Gray matter volume (GMV) values were extracted from 90 predefined regions of interest (ROIs) for further analysis. Group differences were assessed using two-tailed Student's t-tests or the non-parametric Kruskal-Wallis H test, as appropriate. Features showing significant intergroup differences in GMV were integrated with clinical variables to train machine learning models, and receiver-operating characteristic (ROC) curve analysis was employed to evaluate their predictive performance for PHN.

Results: Significant differences were observed between the PHN and Non-PHN groups in several clinical variables, including age, body mass index (BMI), age ≥ 50 years, disease duration, admission Numeric Rating Scale (NRS) score, hospitalization during the acute phase (< 1 month), involved dermatome, and total Charlson Comorbidity Index (CCI) score (all P < 0.05). In terms of neuroimaging findings, GMV differed significantly between the two groups in the following brain regions: the left inferior frontal gyrus (triangular part), fusiform gyrus, Heschl's gyrus, and superior temporal gyrus; the right orbital part of the inferior frontal gyrus, lentiform nucleus (globus pallidus); and the bilateral cingulate gyrus, hippocampus, and caudate nucleus (P < 0.05, corrected for multiple comparisons using the false discovery rate [FDR] method). The combined model integrating T1-weighted MRI features and clinical characteristics achieved an area under the ROC curve (AUC) of 0.748 (95% CI 0.677-0.816) for predicting the occurrence of PHN.

Conclusion: This study is the first to innovatively integrate sMRI to identify "vulnerable brain regions" associated with the transition from acute and subacute herpetic neuralgia to PHN. By combining GMV metrics with clinical features, the study provides a novel approach for predicting the development of PHN.

摘要:本研究将脑结构磁共振成像(sMRI)与临床特征相结合,以识别急性和亚急性疱疹性神经痛患者的“易感脑区”和与带状疱疹后神经痛(PHN)发展相关的危险因素。此外,该研究还探讨了这些神经影像学和临床指标的联合预测性能。方法:于2023年2月至2025年1月,共纳入214例急性和亚急性疱疹性神经痛住院患者。通过电话或门诊随访,发现116例(54.98%)患者发生PHN, 95例未发生PHN。收集所有参与者的临床资料和磁共振成像(MRI)数据。对t1加权结构MRI图像进行预处理,包括N4偏置场校正、颅骨剥离、脑组织分割和包裹。从90个预定义的兴趣区域(roi)中提取灰质体积(GMV)值进行进一步分析。采用双尾Student's t检验或非参数Kruskal-Wallis H检验评估组间差异。将GMV组间差异显著的特征与临床变量相结合,训练机器学习模型,并采用受试者工作特征(ROC)曲线分析评估其对PHN的预测性能。结果:PHN组和非PHN组在几个临床变量上存在显著差异,包括年龄、体重指数(BMI)、年龄≥50岁、病程、入院数字评定量表(NRS)评分、急性期住院(结论:本研究首次创新地整合sMRI来识别与从急性和亚急性疱疹性神经痛向PHN过渡相关的“易损脑区”。通过将GMV指标与临床特征相结合,该研究为预测PHN的发展提供了一种新的方法。
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引用次数: 0
Real-World Data on the Efficacy of OnabotulinumtoxinA Injections as Prophylactic Treatment for Migraine: A Retrospective Study from Jeddah, Saudi Arabia (2016-2024). 注射onabotulintoxina预防偏头痛疗效的真实世界数据:来自沙特阿拉伯吉达(2016-2024)的回顾性研究。
IF 3.3 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-12-16 DOI: 10.1007/s40122-025-00805-8
Ahmed Attar, Yasser Aladdin, Alqassem Hakami, Abdalmajed Alqsair, Sulaiman Baeisa, Ahmed Alzahrani, Ahmed Alsimsimi, Sarah Alzebaidi

Introduction: Randomized controlled trials have established onabotulinumtoxinA as an effective prophylactic treatment for chronic migraine. However, real-world evidence in the Saudi population remains limited. This study aimed to evaluate the clinical effectiveness of onabotulinumtoxinA injections in patients with chronic migraine treated at a tertiary care center in Jeddah, Saudi Arabia between 2016 and 2024.

Methods: A retrospective analysis was conducted at King Abdulaziz Medical City in Jeddah, Saudi Arabia. Migraine Disability Assessment Test (MIDAS) was used. Data on patients' demographics, number of onabotulinumtoxinA doses (155 U for each dose), pain level, days of headache in the 3 months following the last injection, and side effects experienced after each injection session were gathered.

Results: Among 133 patients studied, 85% were female, 56.4% were aged ≤ 40 years, and 66.9% had ≤ 14 headache days in the 3 months following the last injection. The median MIDAS score decreased from 28 (severe disability) to 8 (mild disability). Median headache days were reduced from 60 to 10 days. Patients with MIDAS Grade I had a significant higher number of onabotulinumtoxinA doses. A significant negative correlation was found between number of onabotulinumtoxinA doses and the MIDAS grade, pain level, and days of headache in the 3 months post injection. Side effects were experienced by 13.5% of patients, with ptosis being the most common.

Conclusion: OnabotulinumtoxinA resulted in meaningful reductions in migraine-related disability, headache frequency, and pain intensity in patients with chronic migraine treated in a tertiary care center. These findings reinforce its role as an effective long-term preventive therapy and highlight the importance of maintaining consistent treatment cycles to sustain clinical benefit.

随机对照试验已经确定肉毒杆菌毒素是一种有效的预防慢性偏头痛的治疗方法。然而,在沙特人口中的真实证据仍然有限。本研究旨在评估2016年至2024年期间在沙特阿拉伯吉达的一家三级保健中心治疗的慢性偏头痛患者注射肉毒杆菌毒素的临床效果。方法:对沙特阿拉伯吉达阿卜杜勒阿齐兹国王医疗城的患者进行回顾性分析。采用偏头痛残疾评估测验(MIDAS)。收集患者的人口统计数据、单肉毒杆菌毒素a剂量数(每次剂量155 U)、疼痛程度、最后一次注射后3个月内头痛天数以及每次注射后出现的副作用。结果:133例患者中,85%为女性,56.4%年龄≤40岁,66.9%在末次注射后3个月内头痛天数≤14天。中位MIDAS评分从28分(重度残疾)降至8分(轻度残疾)。中位头痛天数从60天减少到10天。MIDAS I级患者的肉毒杆菌毒素剂量显著增加。注射后3个月内,单肉毒杆菌毒素的剂量与MIDAS评分、疼痛程度和头痛天数呈显著负相关。13.5%的患者出现副作用,其中最常见的是上睑下垂。结论:在三级保健中心治疗的慢性偏头痛患者中,onabotulintoxina可显著降低偏头痛相关残疾、头痛频率和疼痛强度。这些发现加强了其作为一种有效的长期预防治疗的作用,并强调了保持一致的治疗周期以维持临床获益的重要性。
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引用次数: 0
Effect of Esketamine Combined with Lidocaine on Opioid Requirements in the Elderly Undergoing Laparoscopic Colorectal Cancer Surgery: A Randomized, Double-Blind, Controlled Trial. 艾氯胺酮联合利多卡因对老年腹腔镜结直肠癌手术阿片类药物需求的影响:一项随机、双盲、对照试验
IF 3.3 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-12-22 DOI: 10.1007/s40122-025-00809-4
Jin-Xi Xie, Xue Wang, Yang Li, Ye Zhang, Tao Liu, Ming-Ming Liu, Jun-Li Liu, Li-Wen Zhou

Introduction: Postoperative pain after surgery for colorectal cancer (CRC) is prone to multiple complications, and opioids are accompanied by significant side effects. There is still unclear evidence regarding the combination of esketamine and lidocaine. This trial was designed to get into the bottom of the synergistic effect of esketamine and lidocaine on reducing opioid requirements in the elderly undergoing CRC surgery.

Methods: This study enrolled 151 patients to establish the control group (group C, n = 50), the esketamine group (group S, n = 50), and the esketamine + lidocaine group (group SL, n = 51). The primary endpoint was the total sufentanil consumption within 24 h post-surgery.

Results: During the first 24 h postoperatively, compared with group C {103.22 μg (103.22 morphine milligram equivalents [MME]), 98.30-108.25 μg}, both group S (100.29 μg [100.29 MME], 99.60-104.43 μg) and group SL (95.13 μg [95.13 MME], 95.20-100.40 μg) had reduced dosage of sufentanil (mean, interquartile range [IQR]) (P < 0.001); while at the remaining time points, groups S/SL were also lower than group C (P < 0.05). The numeric rating scale (NRS) pain scores in the two postoperative days were lower in groups S/SL than in group C, even lower in group SL than group S (P < 0.001). The intraoperative heart rate and mean blood pressure were more likely to be elevated in group S than in group C, while it was lower in group SL than in group S (P < 0.05). Group SL had an accelerated recovery of gastrointestinal function and higher subjective postoperative recovery quality scores on the third and seventh postoperative days than group C (P < 0.05), as well as lower rate of postoperative nausea and vomiting (P = 0.022).

Conclusions: Esketamine combined with lidocaine may reduce opioid consumption, improve postoperative analgesia, and better maintain hemodynamic stability during CRC surgery in elderly patients.

Trial registration information: Chinese Clinical Trial Registry (registration no. ChiCTR2300078997; registration date: 22 December 2023).

导语:结直肠癌(CRC)术后疼痛易出现多种并发症,阿片类药物伴随明显的副作用。关于艾氯胺酮和利多卡因联合使用的证据尚不清楚。本试验旨在深入了解艾氯胺酮和利多卡因在减少结直肠癌手术老年人阿片类药物需求方面的协同作用。方法:本研究纳入151例患者,分为对照组(C组,n = 50)、艾氯胺酮组(S组,n = 50)和艾氯胺酮+利多卡因组(SL组,n = 51)。主要终点是术后24小时内舒芬太尼的总消耗量。结果:术后前24 h,与C组{103.22 μg(103.22吗啡毫克当量[MME])、98.30 ~ 108.25 μg}比较,S组(100.29 μg [100.29 MME]、99.60 ~ 104.43 μg)和SL组(95.13 μg [95.13 MME]、95.20 ~ 100.40 μg)舒芬太尼用量均减少(平均值,四分位数间距[IQR]) (P)。艾氯胺酮联合利多卡因可减少老年结直肠癌手术患者阿片类药物的消耗,改善术后镇痛,更好地维持血流动力学稳定性。试验注册信息:中国临床试验注册中心(注册号:ChiCTR2300078997;报名日期:2023年12月22日)。
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引用次数: 0
The Diagnosis and Management of Pudendal Neuralgia. 阴部神经痛的诊断与治疗。
IF 3.3 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-12-13 DOI: 10.1007/s40122-025-00803-w
Mohammed Ahmed, Periklis Zavridis, Despina Hadjiconstanti, Panagiotis Zis

Introduction: Pudendal neuralgia (PN) is a chronic neuropathic pain syndrome affecting the pudendal nerve, often presenting with perineal or pelvic pain exacerbated by sitting. The aim of this systematic review was to summarize the existing knowledge on the diagnosis and management of PN.

Methods: A PubMed database search identified 475 articles, of which 35 met the inclusion criteria. Nine studies focused on diagnostic strategies, and 26 on management.

Results: Diagnosis of PN is largely clinical, with the Nantes criteria providing a widely adopted framework. Imaging modalities such as MRI and MR neurography, along with neurophysiological tests including quantitative sensory testing, have been explored as adjuncts, though their roles remain limited. Pudendal nerve blocks are both diagnostic and therapeutic, with response rates up to 94%. Management follows a stepwise approach, beginning with conservative therapies and progressing to nerve blocks, and extending to neuromodulation or surgery when necessary. Pulsed radiofrequency and nerve stimulation techniques demonstrate promising results, with reported pain reduction in up to 95% of refractory cases, though long-term durability remains uncertain. Surgical decompression remains the most common operative option, with several techniques described.

Conclusions: Despite the established recognition of PN, there is a paucity of high-quality comparative studies and randomized controlled trials assessing diagnostic accuracy and treatment efficacy. Current evidence suggests conservative measures and nerve blocks are sufficient for most patients, with stimulation techniques and decompression surgery reserved for refractory cases. Emerging modalities may offer future therapeutic options, but require validation in larger cohorts.

简介:阴部神经痛(PN)是一种影响阴部神经的慢性神经性疼痛综合征,常表现为会阴或盆腔疼痛,坐位加重。本系统综述的目的是总结PN的诊断和管理的现有知识。方法:PubMed数据库检索475篇文章,其中35篇符合纳入标准。9项研究关注诊断策略,26项研究关注管理。结果:PN的诊断主要是临床,南特标准提供了一个广泛采用的框架。成像方式,如MRI和MR神经造影,以及神经生理学测试,包括定量感觉测试,已经作为辅助手段进行了探索,尽管它们的作用仍然有限。阴部神经阻滞既可诊断也可治疗,有效率高达94%。治疗采用循序渐进的方法,从保守治疗开始,进展到神经阻滞,必要时扩展到神经调节或手术。脉冲射频和神经刺激技术显示出有希望的结果,据报道,高达95%的难治性病例疼痛减轻,尽管长期耐久性仍不确定。手术减压仍然是最常见的手术选择,有几种技术被描述。结论:尽管对PN有了公认的认识,但缺乏高质量的比较研究和随机对照试验来评估诊断准确性和治疗效果。目前的证据表明,保守措施和神经阻滞对大多数患者足够,刺激技术和减压手术保留给难治性病例。新兴模式可能提供未来的治疗选择,但需要在更大的队列中进行验证。
{"title":"The Diagnosis and Management of Pudendal Neuralgia.","authors":"Mohammed Ahmed, Periklis Zavridis, Despina Hadjiconstanti, Panagiotis Zis","doi":"10.1007/s40122-025-00803-w","DOIUrl":"10.1007/s40122-025-00803-w","url":null,"abstract":"<p><strong>Introduction: </strong>Pudendal neuralgia (PN) is a chronic neuropathic pain syndrome affecting the pudendal nerve, often presenting with perineal or pelvic pain exacerbated by sitting. The aim of this systematic review was to summarize the existing knowledge on the diagnosis and management of PN.</p><p><strong>Methods: </strong>A PubMed database search identified 475 articles, of which 35 met the inclusion criteria. Nine studies focused on diagnostic strategies, and 26 on management.</p><p><strong>Results: </strong>Diagnosis of PN is largely clinical, with the Nantes criteria providing a widely adopted framework. Imaging modalities such as MRI and MR neurography, along with neurophysiological tests including quantitative sensory testing, have been explored as adjuncts, though their roles remain limited. Pudendal nerve blocks are both diagnostic and therapeutic, with response rates up to 94%. Management follows a stepwise approach, beginning with conservative therapies and progressing to nerve blocks, and extending to neuromodulation or surgery when necessary. Pulsed radiofrequency and nerve stimulation techniques demonstrate promising results, with reported pain reduction in up to 95% of refractory cases, though long-term durability remains uncertain. Surgical decompression remains the most common operative option, with several techniques described.</p><p><strong>Conclusions: </strong>Despite the established recognition of PN, there is a paucity of high-quality comparative studies and randomized controlled trials assessing diagnostic accuracy and treatment efficacy. Current evidence suggests conservative measures and nerve blocks are sufficient for most patients, with stimulation techniques and decompression surgery reserved for refractory cases. Emerging modalities may offer future therapeutic options, but require validation in larger cohorts.</p>","PeriodicalId":19908,"journal":{"name":"Pain and Therapy","volume":" ","pages":"97-129"},"PeriodicalIF":3.3,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12804544/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145743665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prevalence and Patterns of Off-Label Transmucosal Immediate-Release Fentanyl Use in French General Practice: A Mixed-Methods Study Based on a Voluntary Online Survey. 法国全科医疗中经黏膜立即释放芬太尼的流行和模式:基于自愿在线调查的混合方法研究。
IF 3.3 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-12-11 DOI: 10.1007/s40122-025-00801-y
Virginie Guastella, Emeline Gueganno, Célian Bertin, David Balayssac, Bruno Pereira, Nicolas Authier

Introduction: Prescriptions of transmucosal immediate-release fentanyl (TIRF) have increased in recent years, driven by their rapid onset and ease of administration compared to other opioids like morphine and oxycodone, especially for breakthrough pain. A 2022 study reported high rates of off-label TIRF use, particularly among general practitioners (GPs). This study aimed to assess the prevalence and patterns of off-label TIRF use by GPs, and perceived efficacy for predictable pain associated with medical procedures. Secondary objectives included evaluating its use in other specific contexts such as swallowing or alertness disorders, acute pain, and overall tolerability.

Methods: A mixed-methods study was designed to combine qualitative interviews exploring clinical contexts with a quantitative cross-sectional survey assessing the prevalence of off-label use of TIRF among French GPs. Data were collected through a national online survey.

Results: A total of 682 completed questionnaires were analyzed. The study focused exclusively on off-label prescribing of TIRFs. Off-label use was reported by 46% of GPs across a variety of clinical indications. Specifically, 244 GPs (36%; 95% CI 32-40) reported prescribing TIRFs for procedural pain. Other off-label indications were also reported, including use for alertness disorders (24%; 95% CI 21-27), swallowing disorders (32%; 95% CI 28-35), and acute rheumatological pain (12%; 95% CI 9-14). These findings highlight a substantial level of off-label prescribing, with varying perceptions of efficacy and tolerability across different clinical contexts.

Conclusions: This study confirms widespread off-label TIRF use in well-defined clinical situations. While many GPs report positive outcomes, important concerns remain, including limited training, difficulty with dose titration, and the risk of use disorder. Targeted education and clearer prescribing guidelines could help ensure a safer and more appropriate use of TIRF in GPs practice.

简介:与吗啡、羟考酮等其他阿片类药物相比,经黏膜速释芬太尼(TIRF)的起效快、给药方便,尤其是治疗突发性疼痛,近年来芬太尼的处方越来越多。2022年的一项研究报告了标签外TIRF使用率很高,特别是在全科医生(gp)中。本研究旨在评估全科医生使用超说明书TIRF的流行程度和模式,以及对与医疗程序相关的可预测疼痛的感知疗效。次要目标包括评估其在其他特定情况下的使用,如吞咽或警觉性障碍,急性疼痛和整体耐受性。方法:设计了一项混合方法研究,将定性访谈与定量横断面调查相结合,探讨临床背景,评估法国全科医生超说明书使用TIRF的流行程度。数据是通过全国在线调查收集的。结果:共分析问卷682份。这项研究只关注了超说明书的TIRFs处方。46%的全科医生报告了各种临床适应症的超说明书使用。具体来说,244名全科医生(36%;95% CI 32-40)报告为程序性疼痛开具了tirf处方。其他说明书外适应症也有报道,包括用于警觉性障碍(24%;95% CI 21-27)、吞咽障碍(32%;95% CI 28-35)和急性风湿病痛(12%;95% CI 9-14)。这些发现强调了标签外处方的大量存在,在不同的临床背景下对疗效和耐受性的看法各不相同。结论:这项研究证实了在明确的临床情况下广泛使用标签外TIRF。虽然许多全科医生报告了积极的结果,但重要的问题仍然存在,包括培训有限,剂量滴定困难以及使用障碍的风险。有针对性的教育和更明确的处方指南可以帮助确保全科医生在实践中更安全、更适当地使用TIRF。
{"title":"Prevalence and Patterns of Off-Label Transmucosal Immediate-Release Fentanyl Use in French General Practice: A Mixed-Methods Study Based on a Voluntary Online Survey.","authors":"Virginie Guastella, Emeline Gueganno, Célian Bertin, David Balayssac, Bruno Pereira, Nicolas Authier","doi":"10.1007/s40122-025-00801-y","DOIUrl":"10.1007/s40122-025-00801-y","url":null,"abstract":"<p><strong>Introduction: </strong>Prescriptions of transmucosal immediate-release fentanyl (TIRF) have increased in recent years, driven by their rapid onset and ease of administration compared to other opioids like morphine and oxycodone, especially for breakthrough pain. A 2022 study reported high rates of off-label TIRF use, particularly among general practitioners (GPs). This study aimed to assess the prevalence and patterns of off-label TIRF use by GPs, and perceived efficacy for predictable pain associated with medical procedures. Secondary objectives included evaluating its use in other specific contexts such as swallowing or alertness disorders, acute pain, and overall tolerability.</p><p><strong>Methods: </strong>A mixed-methods study was designed to combine qualitative interviews exploring clinical contexts with a quantitative cross-sectional survey assessing the prevalence of off-label use of TIRF among French GPs. Data were collected through a national online survey.</p><p><strong>Results: </strong>A total of 682 completed questionnaires were analyzed. The study focused exclusively on off-label prescribing of TIRFs. Off-label use was reported by 46% of GPs across a variety of clinical indications. Specifically, 244 GPs (36%; 95% CI 32-40) reported prescribing TIRFs for procedural pain. Other off-label indications were also reported, including use for alertness disorders (24%; 95% CI 21-27), swallowing disorders (32%; 95% CI 28-35), and acute rheumatological pain (12%; 95% CI 9-14). These findings highlight a substantial level of off-label prescribing, with varying perceptions of efficacy and tolerability across different clinical contexts.</p><p><strong>Conclusions: </strong>This study confirms widespread off-label TIRF use in well-defined clinical situations. While many GPs report positive outcomes, important concerns remain, including limited training, difficulty with dose titration, and the risk of use disorder. Targeted education and clearer prescribing guidelines could help ensure a safer and more appropriate use of TIRF in GPs practice.</p>","PeriodicalId":19908,"journal":{"name":"Pain and Therapy","volume":" ","pages":"311-324"},"PeriodicalIF":3.3,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12804524/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145725156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association Between Smoking and Opioid Requirement and Pain Intensity in the Early Postoperative Period: A Meta-Analysis. 术后早期吸烟与阿片类药物需求和疼痛强度的关系:一项荟萃分析。
IF 3.3 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-12-13 DOI: 10.1007/s40122-025-00804-9
Istvan S Szilagyi, Torsten Ullrich, Christoph Klivinyi, Kordula Lang-Illievich, Connor T A Brenna, Brigitte Messerer, Helmar Bornemann-Cimenti

Introduction: Effective postoperative pain management is crucial for patient recovery and satisfaction. Smoking may impact pain perception and analgesic requirements, but its effects on postoperative opioid needs remain unclear. The objective of this study was to determine whether patients who smoke have different postoperative opioid requirements compared to nonsmokers in the first 24 and 48 h after surgery.

Methods: We conducted a systematic review and meta-analysis of studies comparing postoperative opioid use between smokers and nonsmokers. A comprehensive literature search was performed in Web of Science and PubMed databases. Opioid doses were converted to morphine equivalents for comparison. Random effects meta-analysis was used to calculate pooled effect sizes.

Results: Eight studies (784 patients) were included for the primary 24-h outcome and seven studies (1164 patients) for the 48-h outcome. Meta-analysis showed significantly higher opioid requirements in smokers compared to nonsmokers at both 24 h (standardized mean difference [SMD] 0.90, 95% CI 0.74-1.06, p < 0.00001) and 48 h postoperatively (SMD 0.61, 95% CI 0.48-0.74, p < 0.00001). On average, smokers required 33.7% more opioids than nonsmokers. Smokers also reported significantly higher pain scores 24 h after surgery (SMD 0.59, 95% CI 0.26-0.92, p < 0.001).

Conclusions: Despite low-quality evidence due to non-randomized study designs, this meta-analysis demonstrates that patients who smoke have significantly higher postoperative opioid requirements and pain scores than nonsmokers. These findings highlight the need to consider smoking status when developing postoperative pain management strategies. Further research is needed to elucidate the mechanisms underlying this relationship and optimize pain control in smokers.

有效的术后疼痛管理对患者的康复和满意度至关重要。吸烟可能影响疼痛感知和镇痛需求,但其对术后阿片类药物需求的影响尚不清楚。本研究的目的是确定吸烟患者在术后24小时和48小时内与不吸烟者相比是否有不同的阿片类药物需求。方法:我们对吸烟者和非吸烟者术后阿片类药物使用的比较研究进行了系统回顾和荟萃分析。在Web of Science和PubMed数据库中进行了全面的文献检索。阿片类药物剂量转换为吗啡当量进行比较。随机效应荟萃分析用于计算合并效应大小。结果:8项研究(784例患者)纳入了24小时的主要结果,7项研究(1164例患者)纳入了48小时的主要结果。meta分析显示,吸烟者在24小时内的阿片类药物需求明显高于不吸烟者(标准化平均差[SMD] 0.90, 95% CI 0.74-1.06, p)。结论:尽管由于非随机研究设计,证据质量较低,但该meta分析表明,吸烟患者术后阿片类药物需求和疼痛评分明显高于不吸烟者。这些发现强调了在制定术后疼痛管理策略时考虑吸烟状况的必要性。需要进一步的研究来阐明这种关系的机制并优化吸烟者的疼痛控制。
{"title":"Association Between Smoking and Opioid Requirement and Pain Intensity in the Early Postoperative Period: A Meta-Analysis.","authors":"Istvan S Szilagyi, Torsten Ullrich, Christoph Klivinyi, Kordula Lang-Illievich, Connor T A Brenna, Brigitte Messerer, Helmar Bornemann-Cimenti","doi":"10.1007/s40122-025-00804-9","DOIUrl":"10.1007/s40122-025-00804-9","url":null,"abstract":"<p><strong>Introduction: </strong>Effective postoperative pain management is crucial for patient recovery and satisfaction. Smoking may impact pain perception and analgesic requirements, but its effects on postoperative opioid needs remain unclear. The objective of this study was to determine whether patients who smoke have different postoperative opioid requirements compared to nonsmokers in the first 24 and 48 h after surgery.</p><p><strong>Methods: </strong>We conducted a systematic review and meta-analysis of studies comparing postoperative opioid use between smokers and nonsmokers. A comprehensive literature search was performed in Web of Science and PubMed databases. Opioid doses were converted to morphine equivalents for comparison. Random effects meta-analysis was used to calculate pooled effect sizes.</p><p><strong>Results: </strong>Eight studies (784 patients) were included for the primary 24-h outcome and seven studies (1164 patients) for the 48-h outcome. Meta-analysis showed significantly higher opioid requirements in smokers compared to nonsmokers at both 24 h (standardized mean difference [SMD] 0.90, 95% CI 0.74-1.06, p < 0.00001) and 48 h postoperatively (SMD 0.61, 95% CI 0.48-0.74, p < 0.00001). On average, smokers required 33.7% more opioids than nonsmokers. Smokers also reported significantly higher pain scores 24 h after surgery (SMD 0.59, 95% CI 0.26-0.92, p < 0.001).</p><p><strong>Conclusions: </strong>Despite low-quality evidence due to non-randomized study designs, this meta-analysis demonstrates that patients who smoke have significantly higher postoperative opioid requirements and pain scores than nonsmokers. These findings highlight the need to consider smoking status when developing postoperative pain management strategies. Further research is needed to elucidate the mechanisms underlying this relationship and optimize pain control in smokers.</p>","PeriodicalId":19908,"journal":{"name":"Pain and Therapy","volume":" ","pages":"341-365"},"PeriodicalIF":3.3,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12804480/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145743668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Sacral Erector Spinae Plane Block: A Narrative Review. 骶骨竖肌脊柱平面阻滞:叙述性回顾。
IF 3.3 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-12-23 DOI: 10.1007/s40122-025-00807-6
Burhan Dost, Madan Narayanan, Francesco Marrone, Alessandro De Cassai, Serkan Tulgar, Can Aksu, Peter Merjavy, Ki Jinn Chin

Introduction: The sacral erector spinae plane (S-ESP) block is a recently described regional anesthesia technique that targets sacral dermatomes. First reported in 2019, it has been increasingly explored as a potential option for perioperative analgesia in surgeries involving the sacral, perineal, and pelvic regions. This review aims to summarize and critically appraise the current anatomical, technical, and clinical evidence on the S-ESP block, outlining its mechanisms of action, approaches, efficacy, and safety while identifying research gaps and future directions.

Methods: We performed a narrative review integrating anatomical descriptions, sonographic techniques, and available randomized controlled trials (RCTs) evaluating the clinical efficacy of the S-ESP block. A comprehensive literature search was conducted in PubMed, Embase, Scopus, Web of Science, and Ovid (Medline) from inception to July 21, 2025, without language or date restrictions. Full-text RCTs investigating ultrasound-guided S-ESP blocks for perioperative analgesia were reviewed and summarized.

Results: Fourteen RCTs (published 2023-2025) were included, conducted predominantly in Turkey, India, and Egypt, spanning pediatric (6 months to 12 years) and adult populations undergoing circumcision, hypospadias repair, hemorrhoidectomy, pilonidal sinus surgery, transurethral resection of prostate, lumbar discectomy, and total hip arthroplasty. Most pediatric trials compared midline S-ESP with caudal or penile blocks, generally demonstrating a longer time to first rescue analgesia and reduced postoperative analgesic consumption, although one study reported a superior duration with caudal block. In adults, the S-ESP block consistently reduced pain scores and opioid requirements.

Conclusions: Current evidence suggests that both midline and paramedian S-ESP techniques are technically feasible, appear safe in the short term, and provide clinically relevant postoperative analgesia in selected pediatric urogenital, adult anorectal, and orthopedic surgeries. However, heterogeneity in techniques, small single-center samples, and a narrow range of indications limit its generalizability. Large, multicenter RCTs with standardized protocols are needed to clarify the optimal approaches, dosing strategies, and comparative role of S-ESP block versus established neuraxial and peripheral techniques.

骶竖脊平面阻滞(S-ESP)是最近报道的一种针对骶皮节的区域麻醉技术。首次报道于2019年,它已被越来越多地探索作为涉及骶骨、会阴和骨盆区域的手术围手术期镇痛的潜在选择。本文旨在总结和批判性地评估目前关于S-ESP阻滞的解剖学、技术和临床证据,概述其作用机制、方法、疗效和安全性,同时确定研究空白和未来方向。方法:我们综合解剖描述、超声技术和随机对照试验(rct)对S-ESP阻滞的临床疗效进行了叙述性回顾。在PubMed, Embase, Scopus, Web of Science和Ovid (Medline)中进行了全面的文献检索,从创立到2025年7月21日,没有语言或日期限制。本文对超声引导下S-ESP阻滞围手术期镇痛的随机对照试验进行综述。结果:纳入14项随机对照试验(发表于2023-2025年),主要在土耳其、印度和埃及进行,涵盖儿童(6个月至12岁)和接受包皮环切术、尿道下裂修复术、痔疮切除术、毛窦手术、经尿道前列腺切除术、腰椎间盘切除术和全髋关节置换术的成人人群。大多数儿科试验比较了中线S-ESP与尾侧阻滞或阴茎阻滞,通常表明首次抢救镇痛时间更长,术后镇痛消耗减少,尽管一项研究报告了尾侧阻滞的持续时间更长。在成人中,S-ESP阻滞持续降低疼痛评分和阿片类药物需求。结论:目前的证据表明,中线和旁线S-ESP技术在技术上是可行的,在短期内是安全的,并且在特定的儿科泌尿生殖、成人肛肠和骨科手术中提供临床相关的术后镇痛。然而,技术的异质性、小的单中心样本和狭窄的适应症范围限制了其普遍性。需要采用标准化方案的大型多中心随机对照试验来明确最佳方法、给药策略,以及S-ESP阻滞与已建立的神经轴和外周技术的比较作用。
{"title":"The Sacral Erector Spinae Plane Block: A Narrative Review.","authors":"Burhan Dost, Madan Narayanan, Francesco Marrone, Alessandro De Cassai, Serkan Tulgar, Can Aksu, Peter Merjavy, Ki Jinn Chin","doi":"10.1007/s40122-025-00807-6","DOIUrl":"10.1007/s40122-025-00807-6","url":null,"abstract":"<p><strong>Introduction: </strong>The sacral erector spinae plane (S-ESP) block is a recently described regional anesthesia technique that targets sacral dermatomes. First reported in 2019, it has been increasingly explored as a potential option for perioperative analgesia in surgeries involving the sacral, perineal, and pelvic regions. This review aims to summarize and critically appraise the current anatomical, technical, and clinical evidence on the S-ESP block, outlining its mechanisms of action, approaches, efficacy, and safety while identifying research gaps and future directions.</p><p><strong>Methods: </strong>We performed a narrative review integrating anatomical descriptions, sonographic techniques, and available randomized controlled trials (RCTs) evaluating the clinical efficacy of the S-ESP block. A comprehensive literature search was conducted in PubMed, Embase, Scopus, Web of Science, and Ovid (Medline) from inception to July 21, 2025, without language or date restrictions. Full-text RCTs investigating ultrasound-guided S-ESP blocks for perioperative analgesia were reviewed and summarized.</p><p><strong>Results: </strong>Fourteen RCTs (published 2023-2025) were included, conducted predominantly in Turkey, India, and Egypt, spanning pediatric (6 months to 12 years) and adult populations undergoing circumcision, hypospadias repair, hemorrhoidectomy, pilonidal sinus surgery, transurethral resection of prostate, lumbar discectomy, and total hip arthroplasty. Most pediatric trials compared midline S-ESP with caudal or penile blocks, generally demonstrating a longer time to first rescue analgesia and reduced postoperative analgesic consumption, although one study reported a superior duration with caudal block. In adults, the S-ESP block consistently reduced pain scores and opioid requirements.</p><p><strong>Conclusions: </strong>Current evidence suggests that both midline and paramedian S-ESP techniques are technically feasible, appear safe in the short term, and provide clinically relevant postoperative analgesia in selected pediatric urogenital, adult anorectal, and orthopedic surgeries. However, heterogeneity in techniques, small single-center samples, and a narrow range of indications limit its generalizability. Large, multicenter RCTs with standardized protocols are needed to clarify the optimal approaches, dosing strategies, and comparative role of S-ESP block versus established neuraxial and peripheral techniques.</p>","PeriodicalId":19908,"journal":{"name":"Pain and Therapy","volume":" ","pages":"131-147"},"PeriodicalIF":3.3,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12804462/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145810750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Shared Mechanisms and Integrated Management of Post-Stroke Pain and Depression: A Comprehensive Review. 卒中后疼痛和抑郁的共同机制和综合管理:一项综合综述。
IF 3.3 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-17 DOI: 10.1007/s40122-025-00795-7
Yujia Jin, Fan Wu, Meng Jin, Lili Tang, Yuxiao Chen, Zhiming Xu, Wei Wang, Jian Wu

Post-stroke pain (PSP) and post-stroke depression (PSD) represent two major neuropsychiatric complications that frequently co-occur, with comorbidity rates ranging from 34 to 65.6%. Despite their high prevalence and profound impact on functional recovery and quality of life, the shared mechanisms and optimal management of this complex comorbidity remain poorly understood. We conducted a systematic review of clinical and preclinical evidence to explore the epidemiological characteristics, diagnostic challenges, neurobiological underpinnings, and therapeutic strategies for comorbid PSP and PSD. Special emphasis was placed on neuroinflammatory cascades, glial cell dysfunction, monoaminergic system dysregulation, and maladaptive neural circuit remodeling. We found PSP and PSD exhibit overlapping pathophysiological mechanisms, including microglial activation, astrocytic reactivity, pro-inflammatory cytokine release (e.g., TNF-α, IL-1β, IL-6), and dysregulation of cortico-limbic circuits involving the anterior cingulate cortex, amygdala, and ventral tegmental area. Pharmacotherapies such as serotonin-norepinephrine reuptake inhibitors (SNRIs) and NMDA receptor antagonists (e.g., ketamine), as well as neuromodulation approaches (e.g., repetitive transcranial magnetic stimulation [rTMS], transcranial direct current stimulation [tDCS]), demonstrate efficacy in both conditions, likely through anti-inflammatory and neural circuit-modulating effects. We speculate that the comorbidity of PSP and PSD is underpinned by convergent neuroimmune and neural circuit mechanisms. Targeting these shared pathways-such as with cytokine inhibitors, glial modulators, and circuit-specific neuromodulation-holds promise for developing integrated, mechanism-based therapies. Future research should prioritize multimodal treatment strategies tailored to the neurobiological signatures of this debilitating post-stroke syndrome. Infographic available for this article.

卒中后疼痛(PSP)和卒中后抑郁(PSD)是两种常见的神经精神并发症,合并症发生率从34%到65.6%不等。尽管它们的高患病率和对功能恢复和生活质量的深远影响,但这种复杂合并症的共同机制和最佳管理仍然知之甚少。我们对临床和临床前证据进行了系统回顾,以探讨PSP和PSD合并症的流行病学特征、诊断挑战、神经生物学基础和治疗策略。特别强调神经炎症级联反应、神经胶质细胞功能障碍、单胺系统失调和神经回路重构失调。我们发现PSP和PSD表现出重叠的病理生理机制,包括小胶质细胞激活、星形胶质细胞反应性、促炎细胞因子释放(如TNF-α、IL-1β、IL-6),以及涉及前扣带皮层、杏仁核和腹侧被盖区的皮质边缘回路失调。药物治疗,如血清素-去甲肾上腺素再摄取抑制剂(SNRIs)和NMDA受体拮抗剂(例如氯胺酮),以及神经调节方法(例如,重复经颅磁刺激[rTMS],经颅直流电刺激[tDCS]),可能通过抗炎和神经回路调节作用,在这两种情况下都证明了疗效。我们推测PSP和PSD的合并症是由趋同的神经免疫和神经回路机制支持的。针对这些共享的通路,如细胞因子抑制剂、神经胶质调节剂和电路特异性神经调节剂,有望开发出综合的、基于机制的治疗方法。未来的研究应该优先考虑针对这种衰弱的中风后综合征的神经生物学特征量身定制的多模式治疗策略。本文提供的信息图。
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引用次数: 0
Patient-Reported Outcomes During the Acute Treatment of Migraine with Zavegepant Nasal Spray: Results from a 52-Week, Open-Label Study. zavegegpant鼻喷雾剂急性治疗偏头痛期间患者报告的结果:来自52周开放标签研究的结果
IF 3.3 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-12-11 DOI: 10.1007/s40122-025-00800-z
Richard B Lipton, Linda Mosher, Robert J Fountaine

Introduction: This study aimed to assess changes in patient-reported outcomes during open-label acute treatment of migraine with zavegepant for up to 52 weeks.

Methods: Data were from a phase 2/3, open-label, long-term safety study of zavegepant for the acute treatment of migraine. Participants with migraine treated migraine attacks of any intensity as needed with one dose of zavegepant 10 mg nasal spray, up to once per day and up to eight times per 28 days, for up to 52 weeks. Pre-specified exploratory endpoints included change in number of migraine days/month, change in Migraine Disability Assessment (MIDAS) Scale, change in Migraine-Specific Quality of Life version 2.1 (MSQ v2.1), and Satisfaction with Medication.

Results: A total of 603 treated participants were analyzed. Zavegepant treatment was associated with mean reductions of 1.7 migraine days/month of any pain intensity and 1.1 migraine days/month of moderate or severe pain intensity. Zavegepant treatment was associated with improvement in mean MIDAS total score of - 8.2 (95% CI - 9.89, - 6.55) at week 12 and - 8.8 (95% CI - 11.13, - 6.50) at week 52. At week 12 and week 52, respectively, zavegepant treatment was associated with improvements in mean MSQ Role Function Restrictive domain score of 8.6 (95% CI 7.09, 10.16) and 13.8 (95% CI 11.76, 15.85), improvement in Role Function Preventive domain score of 6.7 (95% CI 5.25, 8.11) and 10.1 (95% CI 8.08, 12.13), and improvement in Emotional Function domain score of 6.8 (95% CI 4.87, 8.72) and 11.3 (95% CI 8.99, 13.70). At week 52, 44.2% (125/283) of participants were completely or very satisfied with zavegepant and 28.6% (81/283) were somewhat satisfied; 124 participants did not complete the Satisfaction with Medication scale at week 52.

Conclusion: Through the 52-week study, acute treatment with zavegepant was associated with reduction in mean number of migraine days/month, improvements in migraine-related disability and migraine-specific quality of life, and high levels of patient satisfaction.

Trial registration: ClinicalTrials.gov identifier NCT04408794.

本研究旨在评估开放标签偏头痛急性治疗zavegepant长达52周期间患者报告结果的变化。方法:数据来自zaveggepant急性治疗偏头痛的2/3期、开放标签、长期安全性研究。偏头痛患者根据需要使用一剂10mg的zavegepent鼻喷雾剂治疗任何强度的偏头痛发作,每天最多一次,每28天最多八次,长达52周。预先指定的探索性终点包括偏头痛天数/月的变化,偏头痛残疾评估(MIDAS)量表的变化,偏头痛特异性生活质量2.1版本(MSQ v2.1)的变化,以及对药物的满意度。结果:共分析了603名治疗参与者。Zavegepant治疗与任何疼痛强度的偏头痛平均减少1.7天/月和中度或重度疼痛强度的偏头痛平均减少1.1天/月相关。zavegpant治疗与第12周平均MIDAS总评分的改善相关,分别为- 8.2 (95% CI - 9.89, - 6.55)和- 8.8 (95% CI - 11.13, - 6.50)。在第12周和第52周,zavegpant治疗分别与MSQ角色功能限制域评分8.6 (95% CI 7.09, 10.16)和13.8 (95% CI 11.76, 15.85)的平均改善相关,角色功能预防域评分6.7 (95% CI 5.25, 8.11)和10.1 (95% CI 8.08, 12.13)的改善相关,情绪功能域评分6.8 (95% CI 4.87, 8.72)和11.3 (95% CI 8.99, 13.70)的改善相关。在第52周,44.2%(125/283)的参与者对zavegepant完全满意或非常满意,28.6%(81/283)的参与者对zavegepant比较满意;124名受试者在第52周未完成用药满意度量表。结论:通过52周的研究,zavegepant急性治疗与平均偏头痛天数/月减少,偏头痛相关残疾和偏头痛特异性生活质量改善以及患者满意度高相关。试验注册:ClinicalTrials.gov标识符NCT04408794。
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引用次数: 0
Machine Learning-Based Prediction for Axial Pain Following Expansive Unilateral Open-Door Laminoplasty: A Retrospective Cohort Study. 基于机器学习的单侧椎板成形术后轴性疼痛预测:一项回顾性队列研究。
IF 3.3 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-12-10 DOI: 10.1007/s40122-025-00802-x
Kelun Huang, Sheng Li, Yile Dai, Dingjun Xu, Guoliang Chen, Yaozhi He, Ziwei Fan, Honglin Teng

Introduction: Axial pain is a common complication following expansive unilateral open-door laminoplasty (ELAP); however, traditional statistical methods are unable to effectively predict this complication. This study developed machine learning (ML) models to predict post-ELAP axial pain and identify key predictors.

Methods: This retrospective study enrolled 851 cervical spondylotic myelopathy (CSM) patients undergoing ELAP, split into training (n = 714) and temporal validation sets (n = 137). Demographic, imaging, clinical, and surgical data were collected. Predictive features were selected by the least absolute shrinkage and selection operator (Lasso) regression, followed by ML model development with grid search optimizing hyperparameters. The top-performing model underwent temporal validation, and SHapley Additive exPlanations (SHAP) analyzed predictor contributions.

Results: The training set included 218 axial pain cases; the test set had 47. Key predictors (C7 laminoplasty, cervical kyphosis, etc.) were identified to develop ML model. Post-optimization, extreme gradient boosting (XGBoost) achieved superior performance (internal validation area under the receiver [AUC] = 0.948; 95% confidence interval [CI] 0.918-0.978), maintained in temporal validation (AUC = 0.906; 95% CI 0.858-0.954). Through SHAP analysis, the predictors were ranked in descending order of importance as follows: C7 laminoplasty, quantity-based surgical segment classification, cervical kyphosis, angle of lamina open-door, cervical lordosis, and occupying rate of cervical spinal canal.

Conclusions: ML models coupled with SHAP analysis effectively predict post-ELAP axial pain, identifying the key predictors. Performing segment-selective ELAP, avoiding unnecessary C7 laminoplasty, and maintaining optimal open-door angle are critical factors in avoiding the occurrence of axial pain following ELAP.

轴向疼痛是单侧开放式椎板成形术(ELAP)后常见的并发症;然而,传统的统计方法无法有效预测这一并发症。本研究开发了机器学习(ML)模型来预测elap后轴向疼痛并确定关键预测因子。方法:本回顾性研究纳入851例接受ELAP治疗的脊髓型颈椎病(CSM)患者,分为训练组(n = 714)和时间验证组(n = 137)。收集了人口统计学、影像学、临床和手术资料。通过最小绝对收缩和选择算子(Lasso)回归选择预测特征,然后使用网格搜索优化超参数开发ML模型。表现最好的模型进行了时间验证,并用SHapley加性解释(SHAP)分析了预测因子的贡献。结果:训练集包括218例轴性疼痛病例;测试集有47个。确定关键预测因素(C7椎板成形术、颈椎后凸等)建立ML模型。优化后,极端梯度增强(XGBoost)获得了卓越的性能(接收者下的内部验证区域[AUC] = 0.948; 95%置信区间[CI] 0.918-0.978),并在时间验证中保持(AUC = 0.906; 95% CI 0.858-0.954)。通过SHAP分析,预测因素的重要性由高到低依次为:C7椎板成形术、基于数量的手术节段分类、颈椎后凸、椎板开门角、颈椎前凸、颈椎管占位率。结论:ML模型结合SHAP分析可有效预测elap后轴向疼痛,确定关键预测因子。进行节段选择性ELAP,避免不必要的C7椎板成形术,并保持最佳的开门角度是避免ELAP术后发生轴向疼痛的关键因素。
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引用次数: 0
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