首页 > 最新文献

Interventional Pain Medicine最新文献

英文 中文
ChatGPT and low back pain - Evaluating AI-driven patient education in the context of interventional pain medicine ChatGPT和腰痛——在介入性疼痛医学背景下评估人工智能驱动的患者教育
Pub Date : 2025-09-01 DOI: 10.1016/j.inpm.2025.100636
Ahmed Basharat , Rohan Shah , Nick Wilcox , Gurpaij Tur , Siddarth Tripati , Prisha Kansal , Niveah Gandhi , Sreekrishna Pokuri , Gabby Chong , Charles A. Odonkor , Narayana Varhabhatla , Robert Chow
<div><h3>Background</h3><div>ChatGPT and other Large Language Models (LLMs) are not only being more readily integrated into healthcare but are also being utilized more frequently by patients to answer health-related questions. Given the increased utilization for this purpose, it is essential to evaluate and study the consistency and reliability of artificial intelligence (AI) responses. Low back pain (LBP) remains one of the most frequently seen chief complaints in primary care and interventional pain management offices.</div></div><div><h3>Objective</h3><div>This study assesses the readability, accuracy, and overall utility of ChatGPT's ability to address patients' questions concerning low back pain. Our aim is to use clinician feedback to analyze ChatGPT's responses to these common low back pain related questions, as in the future, AI will undoubtedly play a role in triaging patients prior to seeing a physician.</div></div><div><h3>Methods</h3><div>To assess AI responses, we generated a standardized list of 25 questions concerning low back pain that were split into five categories including diagnosis, seeking a medical professional, treatment, self-treatment, and physical therapy. We explored the influence of how a prompt is worded on ChatGPT by asking questions from a 4th grader to a college/reference level. One board certified interventional pain specialist, one interventional pain fellow, and one emergency medicine resident reviewed ChatGPT's generated answers to assess accuracy and clinical utility. Readability and comprehensibility were evaluated using the Flesch-Kincaid Grade Level Scale. Statistical analysis was performed to analyze differences in readability scores, word count, and response complexity.</div></div><div><h3>Results</h3><div>How a question is phrased influences accuracy in statistically significant ways. Over-simplification of queries (e.g. to a 4th grade level) degrades ChatGPT's ability to return clinically complete responses. In contrast, reference and neutral queries preserve accuracy without additional engineering. Regardless of how the question is phrased, ChatGPT's default register trends towards technical language. Readability remains substantially misaligned with health literacy standards. Verbosity correlates with prompt type, but not necessarily accuracy. Word count is an unreliable proxy for informational completeness or clinical correctness in AI outputs and most errors stem from omission, not commission. Importantly, ChatGPT does not frequently generate false claims.</div></div><div><h3>Conclusion</h3><div>This analysis complicates the assumption that “simpler is better” in prompting LLMs for clinical education. Whereas earlier work in structured conditions suggested that plain-language prompts improved accuracy, our findings indicate that a moderate reading level, not maximal simplicity, yields the most reliable outputs in complex domains like pain. This study further supports that AI LLMs can be integrated
chatgpt和其他大型语言模型(llm)不仅更容易集成到医疗保健中,而且还被患者更频繁地用于回答与健康相关的问题。鉴于为此目的而增加的利用率,评估和研究人工智能(AI)响应的一致性和可靠性至关重要。腰痛(LBP)仍然是初级保健和介入性疼痛管理办公室最常见的主诉之一。目的本研究评估ChatGPT解决患者腰痛问题的可读性、准确性和整体效用。我们的目标是利用临床医生的反馈来分析ChatGPT对这些常见腰痛相关问题的反应,因为在未来,人工智能无疑将在看医生之前对患者进行分类。为了评估人工智能的反应,我们生成了一个包含25个关于腰痛问题的标准化列表,这些问题被分为五类,包括诊断、寻求医疗专业人员、治疗、自我治疗和物理治疗。我们通过询问从四年级学生到大学/参考水平的问题,探索了在ChatGPT上提示措辞的影响。一位委员会认证的介入性疼痛专家、一位介入性疼痛研究员和一位急诊医师审查了ChatGPT生成的答案,以评估其准确性和临床实用性。可读性和可理解性采用Flesch-Kincaid等级量表进行评价。进行统计分析,分析可读性评分、字数和反应复杂性的差异。结果问题的措辞对准确性的影响具有统计学意义。查询的过度简化(例如到4级水平)降低了ChatGPT返回临床完整回复的能力。相比之下,引用查询和中立查询无需额外的工程就能保持准确性。不管问题是如何表达的,ChatGPT的默认寄存器都倾向于技术语言。可读性仍然与卫生素养标准严重不一致。冗长与提示类型相关,但不一定准确。字数统计是人工智能输出信息完整性或临床正确性的不可靠代理,大多数错误源于遗漏,而不是委托。重要的是,ChatGPT不会经常生成虚假声明。结论该分析使“越简单越好”的假设在促使法学硕士进行临床教育方面变得复杂。尽管早期在结构化条件下的研究表明,简单的语言可以提高准确性,但我们的研究结果表明,中等阅读水平,而不是最大的简单性,在疼痛等复杂领域产生最可靠的输出。这项研究进一步支持人工智能法学硕士可以通过电子健康记录(EHR)软件集成到临床工作流程中。
{"title":"ChatGPT and low back pain - Evaluating AI-driven patient education in the context of interventional pain medicine","authors":"Ahmed Basharat ,&nbsp;Rohan Shah ,&nbsp;Nick Wilcox ,&nbsp;Gurpaij Tur ,&nbsp;Siddarth Tripati ,&nbsp;Prisha Kansal ,&nbsp;Niveah Gandhi ,&nbsp;Sreekrishna Pokuri ,&nbsp;Gabby Chong ,&nbsp;Charles A. Odonkor ,&nbsp;Narayana Varhabhatla ,&nbsp;Robert Chow","doi":"10.1016/j.inpm.2025.100636","DOIUrl":"10.1016/j.inpm.2025.100636","url":null,"abstract":"&lt;div&gt;&lt;h3&gt;Background&lt;/h3&gt;&lt;div&gt;ChatGPT and other Large Language Models (LLMs) are not only being more readily integrated into healthcare but are also being utilized more frequently by patients to answer health-related questions. Given the increased utilization for this purpose, it is essential to evaluate and study the consistency and reliability of artificial intelligence (AI) responses. Low back pain (LBP) remains one of the most frequently seen chief complaints in primary care and interventional pain management offices.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Objective&lt;/h3&gt;&lt;div&gt;This study assesses the readability, accuracy, and overall utility of ChatGPT's ability to address patients' questions concerning low back pain. Our aim is to use clinician feedback to analyze ChatGPT's responses to these common low back pain related questions, as in the future, AI will undoubtedly play a role in triaging patients prior to seeing a physician.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Methods&lt;/h3&gt;&lt;div&gt;To assess AI responses, we generated a standardized list of 25 questions concerning low back pain that were split into five categories including diagnosis, seeking a medical professional, treatment, self-treatment, and physical therapy. We explored the influence of how a prompt is worded on ChatGPT by asking questions from a 4th grader to a college/reference level. One board certified interventional pain specialist, one interventional pain fellow, and one emergency medicine resident reviewed ChatGPT's generated answers to assess accuracy and clinical utility. Readability and comprehensibility were evaluated using the Flesch-Kincaid Grade Level Scale. Statistical analysis was performed to analyze differences in readability scores, word count, and response complexity.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Results&lt;/h3&gt;&lt;div&gt;How a question is phrased influences accuracy in statistically significant ways. Over-simplification of queries (e.g. to a 4th grade level) degrades ChatGPT's ability to return clinically complete responses. In contrast, reference and neutral queries preserve accuracy without additional engineering. Regardless of how the question is phrased, ChatGPT's default register trends towards technical language. Readability remains substantially misaligned with health literacy standards. Verbosity correlates with prompt type, but not necessarily accuracy. Word count is an unreliable proxy for informational completeness or clinical correctness in AI outputs and most errors stem from omission, not commission. Importantly, ChatGPT does not frequently generate false claims.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Conclusion&lt;/h3&gt;&lt;div&gt;This analysis complicates the assumption that “simpler is better” in prompting LLMs for clinical education. Whereas earlier work in structured conditions suggested that plain-language prompts improved accuracy, our findings indicate that a moderate reading level, not maximal simplicity, yields the most reliable outputs in complex domains like pain. This study further supports that AI LLMs can be integrated ","PeriodicalId":100727,"journal":{"name":"Interventional Pain Medicine","volume":"4 3","pages":"Article 100636"},"PeriodicalIF":0.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144925777","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The impact on fluoroscopic image review on perceived benefit, patient satisfaction, and short-term improvement following lumbosacral epidural steroid injections 腰骶部硬膜外类固醇注射后透视图像回顾对感知获益、患者满意度和短期改善的影响
Pub Date : 2025-09-01 DOI: 10.1016/j.inpm.2025.100640
Tahsin Choudhury, John Jung, Monica Barnes, SriKrishna Chandran, James T. Eckner, Michael Geisser, David J. Kohns

Background

Interventional spine and pain physicians rarely review fluoroscopic images with their patients following spine procedures. Despite high patient satisfaction with these procedures, there may be further steps to enhance the patient experience.

Objectives

The purpose of this study is to analyze the impact of physician's post-procedure fluoroscopic image review on perceived benefit, patient satisfaction, and short-term improvement.

Methods

This single blinded prospective comparative study evaluated post-procedure questionnaires following non-sedation lumbosacral transforaminal epidural steroid injection (TFESIs). The control group received a scripted verbal explanation of the procedure results. The intervention group received a similar explanation that was enhanced with a review of the fluoroscopic procedure images. The perceived benefit was assessed by asking the participants to rate the degree of helpfulness of image review. A modified Press Ganey Satisfaction Questionnaire was used to assess patient satisfaction. Short-term improvement following the procedure was measured at two weeks with a Patient Global Impression of Change (PGIC). In the case of missing PGIC data, manual chart reviews were conducted to assess outcomes.

Results

The control group (no image review) included 70 participants, while the intervention group (image reviewed) included 71. There were 95.8 % of the intervention group that rated their actual image review as helpful to very helpful, while 68.6 % of the control group felt that image review would have been helpful to very helpful. The intervention group also reported significantly higher confidence in their provider (p = 0.03). There was no significant difference between groups in other domains of patient satisfaction or short-term improvement following the spine procedure.

Conclusion

Consistent with prior literature, all participants reported high satisfaction following a lumbosacral TFESI. This study demonstrated that a brief post-procedure image review was highly beneficial and improved confidence in the care providers, whereas the control group likely underestimated the potential helpfulness of receiving an image review. Further studies are required to explore the best use of post-procedure image review and the potential further impact on patient-centered care.

Registered

ClinicalTrials.gov NCT05884684.
背景:介入脊柱和疼痛医生很少与脊柱手术后的患者回顾透视图像。尽管患者对这些程序的满意度很高,但可能需要采取进一步的措施来提高患者的体验。目的本研究的目的是分析医生术后透视图像回顾对感知获益、患者满意度和短期改善的影响。方法:本研究采用单盲前瞻性比较研究,对非镇静腰骶经椎间孔硬膜外类固醇注射(TFESIs)术后问卷进行评估。对照组收到了一份关于手术结果的书面口头解释。干预组得到了类似的解释,并通过回顾透视过程图像加强了解释。通过要求参与者评价图像回顾的帮助程度来评估感知到的益处。采用改良的Press Ganey满意度问卷评估患者满意度。手术后的短期改善在两周时通过患者整体印象变化(PGIC)进行测量。在缺少PGIC数据的情况下,进行手动图表审查以评估结果。结果对照组(无图像回顾)70例,干预组(图像回顾)71例。干预组中有95.8%的人认为他们的实际图像回顾有帮助到非常有帮助,而对照组中有68.6%的人认为图像回顾将有帮助到非常有帮助。干预组对其提供者的信心也显著提高(p = 0.03)。在脊柱手术后患者满意度或短期改善的其他方面,两组间无显著差异。结论:与先前的文献一致,所有参与者都报告了腰骶部TFESI后的高满意度。本研究表明,术后简短的图像回顾是非常有益的,并提高了对护理提供者的信心,而对照组可能低估了接受图像回顾的潜在帮助。需要进一步的研究来探索手术后图像审查的最佳用途以及对以患者为中心的护理的潜在进一步影响。
{"title":"The impact on fluoroscopic image review on perceived benefit, patient satisfaction, and short-term improvement following lumbosacral epidural steroid injections","authors":"Tahsin Choudhury,&nbsp;John Jung,&nbsp;Monica Barnes,&nbsp;SriKrishna Chandran,&nbsp;James T. Eckner,&nbsp;Michael Geisser,&nbsp;David J. Kohns","doi":"10.1016/j.inpm.2025.100640","DOIUrl":"10.1016/j.inpm.2025.100640","url":null,"abstract":"<div><h3>Background</h3><div>Interventional spine and pain physicians rarely review fluoroscopic images with their patients following spine procedures. Despite high patient satisfaction with these procedures, there may be further steps to enhance the patient experience.</div></div><div><h3>Objectives</h3><div>The purpose of this study is to analyze the impact of physician's post-procedure fluoroscopic image review on perceived benefit, patient satisfaction, and short-term improvement.</div></div><div><h3>Methods</h3><div>This single blinded prospective comparative study evaluated post-procedure questionnaires following non-sedation lumbosacral transforaminal epidural steroid injection (TFESIs). The control group received a scripted verbal explanation of the procedure results. The intervention group received a similar explanation that was enhanced with a review of the fluoroscopic procedure images. The perceived benefit was assessed by asking the participants to rate the degree of helpfulness of image review. A modified Press Ganey Satisfaction Questionnaire was used to assess patient satisfaction. Short-term improvement following the procedure was measured at two weeks with a Patient Global Impression of Change (PGIC). In the case of missing PGIC data, manual chart reviews were conducted to assess outcomes.</div></div><div><h3>Results</h3><div>The control group (no image review) included 70 participants, while the intervention group (image reviewed) included 71. There were 95.8 % of the intervention group that rated their actual image review as helpful to very helpful, while 68.6 % of the control group felt that image review would have been helpful to very helpful. The intervention group also reported significantly higher confidence in their provider (p = 0.03). There was no significant difference between groups in other domains of patient satisfaction or short-term improvement following the spine procedure.</div></div><div><h3>Conclusion</h3><div>Consistent with prior literature, all participants reported high satisfaction following a lumbosacral TFESI. This study demonstrated that a brief post-procedure image review was highly beneficial and improved confidence in the care providers, whereas the control group likely underestimated the potential helpfulness of receiving an image review. Further studies are required to explore the best use of post-procedure image review and the potential further impact on patient-centered care.</div></div><div><h3>Registered</h3><div>ClinicalTrials.gov <span><span>NCT05884684</span><svg><path></path></svg></span>.</div></div>","PeriodicalId":100727,"journal":{"name":"Interventional Pain Medicine","volume":"4 3","pages":"Article 100640"},"PeriodicalIF":0.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144920149","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
True segmental lumbar imaging: Technical precision matters 真节段性腰椎成像:技术精度很重要
Pub Date : 2025-09-01 DOI: 10.1016/j.inpm.2025.100641
Vinil Shah MD
{"title":"True segmental lumbar imaging: Technical precision matters","authors":"Vinil Shah MD","doi":"10.1016/j.inpm.2025.100641","DOIUrl":"10.1016/j.inpm.2025.100641","url":null,"abstract":"","PeriodicalId":100727,"journal":{"name":"Interventional Pain Medicine","volume":"4 3","pages":"Article 100641"},"PeriodicalIF":0.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144922657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Long term management of refractory angina due to cardiac syndrome X with peripheral nerve field stimulation (PNfS) 外周神经野刺激对心脏X综合征难治性心绞痛的长期治疗
Pub Date : 2025-08-27 DOI: 10.1016/j.inpm.2025.100639
Andrea Perera , Teo Goroszeniuk , Keyoumars Ashkan
{"title":"Long term management of refractory angina due to cardiac syndrome X with peripheral nerve field stimulation (PNfS)","authors":"Andrea Perera ,&nbsp;Teo Goroszeniuk ,&nbsp;Keyoumars Ashkan","doi":"10.1016/j.inpm.2025.100639","DOIUrl":"10.1016/j.inpm.2025.100639","url":null,"abstract":"","PeriodicalId":100727,"journal":{"name":"Interventional Pain Medicine","volume":"4 3","pages":"Article 100639"},"PeriodicalIF":0.0,"publicationDate":"2025-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144908287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Letter to the editor regarding "Trends in lumbar epidural injection selection: A survey of practitioner preferences and practice patterns" 致编辑关于“腰椎硬膜外注射选择的趋势:医生偏好和实践模式的调查”的信
Pub Date : 2025-08-27 DOI: 10.1016/j.inpm.2025.100638
Ryan Triglia , Andrew Walrond , Jesse Wagner , Paul M. Kitei , Jeffrey Boyd , Jeremy I. Simon
{"title":"Letter to the editor regarding \"Trends in lumbar epidural injection selection: A survey of practitioner preferences and practice patterns\"","authors":"Ryan Triglia ,&nbsp;Andrew Walrond ,&nbsp;Jesse Wagner ,&nbsp;Paul M. Kitei ,&nbsp;Jeffrey Boyd ,&nbsp;Jeremy I. Simon","doi":"10.1016/j.inpm.2025.100638","DOIUrl":"10.1016/j.inpm.2025.100638","url":null,"abstract":"","PeriodicalId":100727,"journal":{"name":"Interventional Pain Medicine","volume":"4 3","pages":"Article 100638"},"PeriodicalIF":0.0,"publicationDate":"2025-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144908288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Letter to the editor regarding “Trends in lumbar epidural injection selection: A survey of practitioner preferences and practice patterns” 致编辑关于“腰椎硬膜外注射选择的趋势:医生偏好和实践模式的调查”的信
Pub Date : 2025-08-27 DOI: 10.1016/j.inpm.2025.100637
Parth Aphale, Himanshu Shekhar, Shashank Dokania
{"title":"Letter to the editor regarding “Trends in lumbar epidural injection selection: A survey of practitioner preferences and practice patterns”","authors":"Parth Aphale,&nbsp;Himanshu Shekhar,&nbsp;Shashank Dokania","doi":"10.1016/j.inpm.2025.100637","DOIUrl":"10.1016/j.inpm.2025.100637","url":null,"abstract":"","PeriodicalId":100727,"journal":{"name":"Interventional Pain Medicine","volume":"4 3","pages":"Article 100637"},"PeriodicalIF":0.0,"publicationDate":"2025-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144908289","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Standalone anteroposterior contrast spread pattern is insufficient to distinguish lumbar epidural from extradural spread: A prospective study 独立的正位造影剂扩散模式不足以区分腰椎硬膜外和硬膜外扩散:一项前瞻性研究
Pub Date : 2025-08-25 DOI: 10.1016/j.inpm.2025.100634
Afrin Sagir , Thomas T. Simopoulos , Jyotsna V. Nagda , Alexandra C.G. Fonseca , Viet L. Cai , Nasir Hussain , Chen Liang , Jatinder S. Gill

Background

There is debate about whether a standalone anteroposterior (AP) view can distinguish epidural contrast from non-epidural contrast spread.

Objectives

This study aims to assess the accuracy of the AP (anteroposterior) and Contralateral Oblique (CLO) views in distinguishing epidural contrast spread patterns from non-epidural contrast spread patterns.

Methods

Patients undergoing lumbar epidural steroid injections consented to participate in the study. A 20-gauge Tuohy needle was advanced very close to the epidural space, and 0.5–1 ml of contrast was then injected. CLO, AP, and lateral images of non-epidural spread were saved. The AP and CLO images were randomly mixed with images from historical controls with actual epidural spread.

Results

A total of 24 false epidurograms in the AP and CLO views were mixed with an equal number of true epidurograms, resulting in 48 images each in the AP and the CLO views, respectively. Among the cohort of 10 experienced interventional pain physicians, the mean accuracy of correctly identifying epidural spread as epidural using the AP view alone was 51 % (SD 19 %). In addition, the accuracy of correctly identifying non-epidural spread as non-epidural using the AP view alone was 64 % (SD 15 %). Cohen's Kappa was 0.15, indicating minimal agreement between the interventionalists. In contrast, the mean accuracy of correctly identifying epidural spread as epidural using the CLO view alone was 99 % (SD 2 %). In addition, the accuracy of correctly identifying non-epidural spread as non-epidural using the CLO view alone was 96 % (SD 9 %). Excluding one outlier, the accuracy for the rest of the reviewers in determining non-epidural spread as non-epidural was 99 %. Cohens' Kappa was 0.95, indicating a high degree of agreement between the interventionalists.

Conclusion

This study reveals that utilizing a standalone AP view without a CLO view was inadequate to distinguish epidural from non-epidural spread. Specifically, our study supports the continued use of CLO depth views to identify epidural contrast spread correctly.
关于独立的正位(AP)视图是否可以区分硬膜外对比和非硬膜外对比扩散存在争议。目的本研究旨在评估AP(正位)和对侧斜位(CLO)视图在区分硬膜外造影剂扩散模式和非硬膜外造影剂扩散模式中的准确性。方法接受腰椎硬膜外类固醇注射的患者同意参加研究。将一根20号的Tuohy针靠近硬膜外间隙,然后注射0.5-1 ml造影剂。保存了非硬膜外扩散的CLO、AP和侧位图像。AP和CLO图像与实际硬膜外扩散的历史对照图像随机混合。结果在AP和CLO视图中,共24张假硬膜外尿图与相同数量的真硬膜外尿图混合,AP和CLO视图各48张。在10名经验丰富的介入疼痛医生队列中,仅使用AP视图正确识别硬膜外扩散为硬膜外扩散的平均准确率为51% (SD为19%)。此外,仅使用AP视图正确识别非硬膜外扩散为非硬膜外扩散的准确率为64% (SD为15%)。科恩的Kappa值为0.15,表明干预主义者之间的共识极小。相比之下,仅使用CLO视图正确识别硬膜外扩散为硬膜外扩散的平均准确率为99% (SD为2%)。此外,仅使用CLO视图正确识别非硬膜外扩散为非硬膜外扩散的准确率为96% (SD为9%)。除一个异常值外,其余评论者将非硬膜外扩散确定为非硬膜外扩散的准确率为99%。Cohens’Kappa为0.95,表明干预主义者之间的一致性很高。结论:本研究表明,使用独立的AP视图而不使用CLO视图不足以区分硬膜外和非硬膜外扩散。具体来说,我们的研究支持继续使用CLO深度视图来正确识别硬膜外造影剂扩散。
{"title":"Standalone anteroposterior contrast spread pattern is insufficient to distinguish lumbar epidural from extradural spread: A prospective study","authors":"Afrin Sagir ,&nbsp;Thomas T. Simopoulos ,&nbsp;Jyotsna V. Nagda ,&nbsp;Alexandra C.G. Fonseca ,&nbsp;Viet L. Cai ,&nbsp;Nasir Hussain ,&nbsp;Chen Liang ,&nbsp;Jatinder S. Gill","doi":"10.1016/j.inpm.2025.100634","DOIUrl":"10.1016/j.inpm.2025.100634","url":null,"abstract":"<div><h3>Background</h3><div>There is debate about whether a standalone anteroposterior (AP) view can distinguish epidural contrast from non-epidural contrast spread.</div></div><div><h3>Objectives</h3><div>This study aims to assess the accuracy of the AP (anteroposterior) and Contralateral Oblique (CLO) views in distinguishing epidural contrast spread patterns from non-epidural contrast spread patterns.</div></div><div><h3>Methods</h3><div>Patients undergoing lumbar epidural steroid injections consented to participate in the study. A 20-gauge Tuohy needle was advanced very close to the epidural space, and 0.5–1 ml of contrast was then injected. CLO, AP, and lateral images of non-epidural spread were saved. The AP and CLO images were randomly mixed with images from historical controls with actual epidural spread.</div></div><div><h3>Results</h3><div>A total of 24 false epidurograms in the AP and CLO views were mixed with an equal number of true epidurograms, resulting in 48 images each in the AP and the CLO views, respectively. Among the cohort of 10 experienced interventional pain physicians, the mean accuracy of correctly identifying epidural spread as epidural using the AP view alone was 51 % (SD 19 %). In addition, the accuracy of correctly identifying non-epidural spread as non-epidural using the AP view alone was 64 % (SD 15 %). Cohen's Kappa was 0.15, indicating minimal agreement between the interventionalists. In contrast, the mean accuracy of correctly identifying epidural spread as epidural using the CLO view alone was 99 % (SD 2 %). In addition, the accuracy of correctly identifying non-epidural spread as non-epidural using the CLO view alone was 96 % (SD 9 %). Excluding one outlier, the accuracy for the rest of the reviewers in determining non-epidural spread as non-epidural was 99 %. Cohens' Kappa was 0.95, indicating a high degree of agreement between the interventionalists.</div></div><div><h3>Conclusion</h3><div>This study reveals that utilizing a standalone AP view without a CLO view was inadequate to distinguish epidural from non-epidural spread. Specifically, our study supports the continued use of CLO depth views to identify epidural contrast spread correctly.</div></div>","PeriodicalId":100727,"journal":{"name":"Interventional Pain Medicine","volume":"4 3","pages":"Article 100634"},"PeriodicalIF":0.0,"publicationDate":"2025-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144892771","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessment of real-world, prospective outcomes in patients treated with cervical radiofrequency ablation for chronic pain (RAPID) 宫颈射频消融术治疗慢性疼痛(RAPID)患者的真实、前瞻性结果评估
Pub Date : 2025-08-23 DOI: 10.1016/j.inpm.2025.100623
David A. Provenzano , Bradley Holt , Michael Danko , Joseph Atallah , Maaz Iqbal , Binit Shah , Albert Singh , Harsh Sachdeva , Ella Ver Donck , Bart Liebrand , Erik Shaw , Sherri Haas , Rajat Sekhar , Ann Pan , Daniel S. Halperin , Edward Goldberg

Introduction

Cervical facet joint syndrome (CFJS) is a common cause of chronic neck pain. While numerous studies have demonstrated the effectiveness of radiofrequency ablation (RFA) for facetogenic pain, its use in treating CFJS remains a subject of ongoing debate.

Objective

Here, we sought to evaluate real-world clinical outcomes in cervical RFA-treated patients with chronic cervical facetogenic pain.

Methods

The RAPID study (Clinicaltrials.gov identifier: NCT04673032) is an international, multicenter, prospective study of patients using a commercially-available radiofrequency ablation system for the treatment of chronic pain, provided per standard of care. Patients were monitored at study follow-up visits (1-, 3-. 6-, 12-, and 24-months post-index procedure). Key clinical endpoint measures collected and evaluated include numeric pain rating scale (NPRS), Oswestry Disability Index (functional disability, ODI), EQ-5D-5L (quality-of-life), and Patient Global Impression of Change (PGIC).

Results

A total of 56 patients were enrolled in this cervical facetogenic pain cohort. At both 6 (n = 49) and 12 months (n = 40), mean NPRS pain scores significantly decreased from a baseline of 6.0 ± 1.9 to 3.3 ± 2.8 and 3.3 ± 2.2, respectively (p < 0.0001). Oswestry Disability Index (ODI) scores also improved, dropping by 7.9- and 9.7-points from a baseline of 32.7 (p < 0.0001). Treatment response rates (≥50 % pain relief) were 81 % at 1 month and 80 % at 12 months. Improvements in quality-of-life (EQ-5D-5L) and self-reported change (PGIC) were also consistently observed.

Conclusions

The cervical RFA cohort in the RAPID study demonstrated consistent, clinically meaningful improvements in pain, function, quality-of-life, and treatment satisfaction across all follow-up visits, underscoring the real-world effectiveness of RFA for appropriately selected patients with cervical facetogenic pain.
颈椎小关节综合征(CFJS)是慢性颈部疼痛的常见原因。虽然大量研究已经证明射频消融(RFA)治疗面源性疼痛的有效性,但其在治疗CFJS中的应用仍然是一个持续争论的话题。目的:在这里,我们试图评估宫颈rfa治疗的慢性宫颈面源性疼痛患者的真实临床结果。RAPID研究(Clinicaltrials.gov识别码:NCT04673032)是一项国际、多中心、前瞻性研究,研究对象是使用市售射频消融系统治疗慢性疼痛的患者,提供标准护理。患者在研究随访时进行监测(1-,3-)。术后6、12、24个月)。收集和评估的主要临床终点指标包括数字疼痛评定量表(NPRS)、Oswestry残疾指数(功能性残疾,ODI)、EQ-5D-5L(生活质量)和患者总体变化印象(PGIC)。结果宫颈面源性疼痛队列共纳入56例患者。在6个月(n = 49)和12个月(n = 40)时,平均NPRS疼痛评分分别从基线6.0±1.9显著下降到3.3±2.8和3.3±2.2 (p < 0.0001)。Oswestry残疾指数(ODI)得分也有所改善,从32.7分的基线下降了7.9分和9.7分(p < 0.0001)。治疗缓解率(≥50%疼痛缓解)在1个月时为81%,在12个月时为80%。生活质量的改善(EQ-5D-5L)和自我报告的变化(PGIC)也得到了一致的观察。结论:RAPID研究中的宫颈RFA队列在所有随访中显示出一致的、临床意义的疼痛、功能、生活质量和治疗满意度的改善,强调了RFA对适当选择的宫颈面源性疼痛患者的实际有效性。
{"title":"Assessment of real-world, prospective outcomes in patients treated with cervical radiofrequency ablation for chronic pain (RAPID)","authors":"David A. Provenzano ,&nbsp;Bradley Holt ,&nbsp;Michael Danko ,&nbsp;Joseph Atallah ,&nbsp;Maaz Iqbal ,&nbsp;Binit Shah ,&nbsp;Albert Singh ,&nbsp;Harsh Sachdeva ,&nbsp;Ella Ver Donck ,&nbsp;Bart Liebrand ,&nbsp;Erik Shaw ,&nbsp;Sherri Haas ,&nbsp;Rajat Sekhar ,&nbsp;Ann Pan ,&nbsp;Daniel S. Halperin ,&nbsp;Edward Goldberg","doi":"10.1016/j.inpm.2025.100623","DOIUrl":"10.1016/j.inpm.2025.100623","url":null,"abstract":"<div><h3>Introduction</h3><div>Cervical facet joint syndrome (CFJS) is a common cause of chronic neck pain. While numerous studies have demonstrated the effectiveness of radiofrequency ablation (RFA) for facetogenic pain, its use in treating CFJS remains a subject of ongoing debate.</div></div><div><h3>Objective</h3><div>Here, we sought to evaluate real-world clinical outcomes in cervical RFA-treated patients with chronic cervical facetogenic pain.</div></div><div><h3>Methods</h3><div>The RAPID study (<span><span>Clinicaltrials.gov</span><svg><path></path></svg></span> identifier: NCT04673032) is an international, multicenter, prospective study of patients using a commercially-available radiofrequency ablation system for the treatment of chronic pain, provided per standard of care. Patients were monitored at study follow-up visits (1-, 3-. 6-, 12-, and 24-months post-index procedure). Key clinical endpoint measures collected and evaluated include numeric pain rating scale (NPRS), Oswestry Disability Index (functional disability, ODI), EQ-5D-5L (quality-of-life), and Patient Global Impression of Change (PGIC).</div></div><div><h3>Results</h3><div>A total of 56 patients were enrolled in this cervical facetogenic pain cohort. At both 6 (n = 49) and 12 months (n = 40), mean NPRS pain scores significantly decreased from a baseline of 6.0 ± 1.9 to 3.3 ± 2.8 and 3.3 ± 2.2, respectively (p &lt; 0.0001). Oswestry Disability Index (ODI) scores also improved, dropping by 7.9- and 9.7-points from a baseline of 32.7 (p &lt; 0.0001). Treatment response rates (≥50 % pain relief) were 81 % at 1 month and 80 % at 12 months. Improvements in quality-of-life (EQ-5D-5L) and self-reported change (PGIC) were also consistently observed.</div></div><div><h3>Conclusions</h3><div>The cervical RFA cohort in the RAPID study demonstrated consistent, clinically meaningful improvements in pain, function, quality-of-life, and treatment satisfaction across all follow-up visits, underscoring the real-world effectiveness of RFA for appropriately selected patients with cervical facetogenic pain.</div></div>","PeriodicalId":100727,"journal":{"name":"Interventional Pain Medicine","volume":"4 3","pages":"Article 100623"},"PeriodicalIF":0.0,"publicationDate":"2025-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144888861","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A systematic review of evidence comparing spinal cord stimulation to sham or conservative medical management in the treatment of persistent spinal pain syndrome - Type 2 对脊髓刺激与假或保守治疗治疗2型持续性脊柱疼痛综合征的证据进行系统回顾
Pub Date : 2025-08-22 DOI: 10.1016/j.inpm.2025.100635
Allison Glinka Przybysz , To-Nhu Vu , Andrew J.B. Pisansky , Nathaniel M. Schuster , Samir Sheth , David S. Cheng , Steven M. Lobel , Danielle Binler , Belinda Duszynski , Aaron Conger , Byron J. Schneider , Ryan Mattie

Objective

To assess the effectiveness of dorsal column spinal cord stimulation (SCS) in treating persistent spinal pain syndrome — Type 2 (PSPS-T2).

Design

Systematic review.

Methods

PICOS (Population, Intervention, Comparison, Outcomes, and Studies) criteria were developed to include randomized controlled trials (RCTs) examining dorsal column stimulation for PSPS-T2 compared to conventional medical management or sham. Eight reviewers independently assessed publications through April 2025 and utilized the Grades of Recommendation, Assessment, Development, and Evaluation (GRADE) framework to evaluate the overall quality of evidence. Outcomes included measures of pain, function, quality of life, and adverse events.

Results

Of the 1988 publications initially screened, six publications were included, comprising a total of 448 participants, of which 257 were randomized to an SCS trial and 220 ultimately received SCS implants. Follow-up periods for the primary endpoints varied across the studies, ranging from 1 month to 2 years. For studies reporting success rates for achieving at least a 50% reduction in pain, responder rates spanned from 14% to 80% in the tonic SCS groups, compared with 3%–20% for CMM. The mean improvement in pain levels between 1 month and 6 months varied between 16% and 48% for tonic SCS, 16 and 17% for burst SCS, −15% and 16% for CMM, and 10 and 16% for sham. The mean improvement in function at six months ranged from 21 to 45% for the tonic SCS group, compared with 0–21% for CMM. Adverse events reported in these studies included lead migration (10–14%), IPG site pain (1–12%), infection (6.9–10%), and dural puncture (6%). Cochrane risk of bias assessments revealed low risks for one-third of the included studies, while some concerns were noted for over half of the studies. According to the GRADE system, based on the available RCTs, there is moderate-quality evidence overall that SCS is clinically effective in reducing pain and disability in patients with PSPS-T2 at 6 months.

Discussion/conclusion

Substantial proportions of patients achieved ≥50% relief at 6 months following tonic SCS when compared with CMM, demonstrating clinical effectiveness. Significant improvements in function and quality of life were observed at study endpoints ranging from 3 to 24 months following tonic SCS. No studies included in this review utilized newer and potentially more effective SCS technologies such as closed loop, high frequency, or multiple waveform SCS. The only sham-controlled study included did not demonstrate efficacy of burst SCS. Adverse event rates, including infection and implant site pain, varied significantly between studies, with the newer and older studies representing the lower and upper ends of these ranges, respectively.
目的评价脊髓背柱刺激(SCS)治疗2型持续性脊柱疼痛综合征(PSPS-T2)的疗效。DesignSystematic审查。方法采用spicos (Population, Intervention, Comparison, Outcomes and Studies)标准,纳入随机对照试验(RCTs),检查PSPS-T2的背柱刺激与常规医疗管理或假治疗的比较。8位审稿人独立评估了截至2025年4月的出版物,并利用推荐、评估、发展和评估等级(GRADE)框架评估证据的整体质量。结果包括疼痛、功能、生活质量和不良事件的测量。结果在最初筛选的1988篇出版物中,包括6篇出版物,共448名参与者,其中257名被随机分配到SCS试验中,220名最终接受了SCS植入物。各研究的主要终点随访时间各不相同,从1个月到2年不等。在报告成功减轻至少50%疼痛的研究中,强直性SCS组的应答率为14%至80%,而CMM组的应答率为3%至20%。在1个月至6个月期间,强直性SCS的疼痛水平平均改善在16%至48%之间,破裂性SCS为16%至17%,CMM为- 15%至16%,假手术为10%至16%。在6个月时,强直性SCS组的平均功能改善范围为21%至45%,而CMM组为0-21%。这些研究中报告的不良事件包括铅迁移(10-14%)、IPG部位疼痛(1-12%)、感染(6.9-10%)和硬脑膜穿刺(6%)。Cochrane偏倚风险评估显示,三分之一的纳入研究的风险较低,而超过一半的研究存在一些问题。根据GRADE系统,基于现有的随机对照试验,总体上有中等质量的证据表明SCS在临床有效地减轻PSPS-T2患者6个月时的疼痛和残疾。讨论/结论:与CMM相比,大量患者在强直性SCS治疗后6个月获得≥50%的缓解,证明了临床有效性。在强直性SCS后3 - 24个月的研究终点观察到功能和生活质量的显著改善。本综述中没有研究使用更新的和可能更有效的SCS技术,如闭环、高频或多波形SCS。纳入的唯一一项假对照研究没有证明SCS的有效性。不良事件发生率,包括感染和植入部位疼痛,在不同的研究之间差异很大,新的和旧的研究分别代表了这些范围的下限和上限。
{"title":"A systematic review of evidence comparing spinal cord stimulation to sham or conservative medical management in the treatment of persistent spinal pain syndrome - Type 2","authors":"Allison Glinka Przybysz ,&nbsp;To-Nhu Vu ,&nbsp;Andrew J.B. Pisansky ,&nbsp;Nathaniel M. Schuster ,&nbsp;Samir Sheth ,&nbsp;David S. Cheng ,&nbsp;Steven M. Lobel ,&nbsp;Danielle Binler ,&nbsp;Belinda Duszynski ,&nbsp;Aaron Conger ,&nbsp;Byron J. Schneider ,&nbsp;Ryan Mattie","doi":"10.1016/j.inpm.2025.100635","DOIUrl":"10.1016/j.inpm.2025.100635","url":null,"abstract":"<div><h3>Objective</h3><div>To assess the effectiveness of dorsal column spinal cord stimulation (SCS) in treating persistent spinal pain syndrome — Type 2 (PSPS-T2).</div></div><div><h3>Design</h3><div>Systematic review.</div></div><div><h3>Methods</h3><div>PICOS (Population, Intervention, Comparison, Outcomes, and Studies) criteria were developed to include randomized controlled trials (RCTs) examining dorsal column stimulation for PSPS-T2 compared to conventional medical management or sham. Eight reviewers independently assessed publications through April 2025 and utilized the Grades of Recommendation, Assessment, Development, and Evaluation (GRADE) framework to evaluate the overall quality of evidence. Outcomes included measures of pain, function, quality of life, and adverse events.</div></div><div><h3>Results</h3><div>Of the 1988 publications initially screened, six publications were included, comprising a total of 448 participants, of which 257 were randomized to an SCS trial and 220 ultimately received SCS implants. Follow-up periods for the primary endpoints varied across the studies, ranging from 1 month to 2 years. For studies reporting success rates for achieving at least a 50% reduction in pain, responder rates spanned from 14% to 80% in the tonic SCS groups, compared with 3%–20% for CMM. The mean improvement in pain levels between 1 month and 6 months varied between 16% and 48% for tonic SCS, 16 and 17% for burst SCS, −15% and 16% for CMM, and 10 and 16% for sham. The mean improvement in function at six months ranged from 21 to 45% for the tonic SCS group, compared with 0–21% for CMM. Adverse events reported in these studies included lead migration (10–14%), IPG site pain (1–12%), infection (6.9–10%), and dural puncture (6%). Cochrane risk of bias assessments revealed low risks for one-third of the included studies, while some concerns were noted for over half of the studies. According to the GRADE system, based on the available RCTs, there is moderate-quality evidence overall that SCS is clinically effective in reducing pain and disability in patients with PSPS-T2 at 6 months.</div></div><div><h3>Discussion/conclusion</h3><div>Substantial proportions of patients achieved ≥50% relief at 6 months following tonic SCS when compared with CMM, demonstrating clinical effectiveness. Significant improvements in function and quality of life were observed at study endpoints ranging from 3 to 24 months following tonic SCS. No studies included in this review utilized newer and potentially more effective SCS technologies such as closed loop, high frequency, or multiple waveform SCS. The only sham-controlled study included did not demonstrate efficacy of burst SCS. Adverse event rates, including infection and implant site pain, varied significantly between studies, with the newer and older studies representing the lower and upper ends of these ranges, respectively.</div></div>","PeriodicalId":100727,"journal":{"name":"Interventional Pain Medicine","volume":"4 3","pages":"Article 100635"},"PeriodicalIF":0.0,"publicationDate":"2025-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144886662","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advancing the diagnosis and treatment of posterior ligamentous complex inflammatory syndrome (PLCIS) in chronic axial low back pain 推进慢性轴性腰痛后韧带复合体炎症综合征的诊断和治疗
Pub Date : 2025-08-21 DOI: 10.1016/j.inpm.2025.100629
Javier De Andrés Ares MD PhD FIPP
{"title":"Advancing the diagnosis and treatment of posterior ligamentous complex inflammatory syndrome (PLCIS) in chronic axial low back pain","authors":"Javier De Andrés Ares MD PhD FIPP","doi":"10.1016/j.inpm.2025.100629","DOIUrl":"10.1016/j.inpm.2025.100629","url":null,"abstract":"","PeriodicalId":100727,"journal":{"name":"Interventional Pain Medicine","volume":"4 3","pages":"Article 100629"},"PeriodicalIF":0.0,"publicationDate":"2025-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144886661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Interventional Pain Medicine
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1