首页 > 最新文献

Frontiers in pain research (Lausanne, Switzerland)最新文献

英文 中文
Treating chronic pain with low dose ketamine and adjunct therapies within a biopsychosocial approach: a case series. 用低剂量氯胺酮和辅助疗法治疗慢性疼痛的生物心理社会方法:一个病例系列。
IF 2.5 Q2 CLINICAL NEUROLOGY Pub Date : 2026-01-20 eCollection Date: 2025-01-01 DOI: 10.3389/fpain.2025.1675821
Shahar Almog, Michelle Weiner, Jessica N Howarth, Jenelle Becerra, Jacobo D Fux, Meredith S Berry

Chronic pain is an individual experience with physical and psychological dimensions. Ketamine is used in sub-anesthetic doses to treat chronic pain. We describe a proposed multidisciplinary approach with combined treatment of low-dose ketamine and pain-focused psychological and somatic therapies to benefit quality of life of disabled chronic pain patients. Beyond pain reduction, within the biopsychosocial approach, the treatment aims to achieve reduced suffering and improved pain management, functionality, and quality of life. Adopting a multidisciplinary approach can minimize exposure to ketamine and maintain a conservative ketamine dosing regimen. In this way, ketamine is not only used for the analgesic effects, but also to facilitate internal psychological processes of body-mind integration related to the pain identity and trauma. We illustrate the presented treatment approach with three cases of patients treated in a private clinic in Florida, United States. We describe the patients' original injury, ketamine and adjunct psychological and somatic therapies regimen, and short and longer-term outcomes from the patient's perspective. These results are preliminary, require replication with validated measures, and represent an opportunity for additional research and hypothesis formation. More clinical research on ketamine and adjunct therapies for chronic pain conditions is warranted to advance treatment options.

{"title":"Treating chronic pain with low dose ketamine and adjunct therapies within a biopsychosocial approach: a case series.","authors":"Shahar Almog, Michelle Weiner, Jessica N Howarth, Jenelle Becerra, Jacobo D Fux, Meredith S Berry","doi":"10.3389/fpain.2025.1675821","DOIUrl":"10.3389/fpain.2025.1675821","url":null,"abstract":"<p><p>Chronic pain is an individual experience with physical and psychological dimensions. Ketamine is used in sub-anesthetic doses to treat chronic pain. We describe a proposed multidisciplinary approach with combined treatment of low-dose ketamine and pain-focused psychological and somatic therapies to benefit quality of life of disabled chronic pain patients. Beyond pain reduction, within the biopsychosocial approach, the treatment aims to achieve reduced suffering and improved pain management, functionality, and quality of life. Adopting a multidisciplinary approach can minimize exposure to ketamine and maintain a conservative ketamine dosing regimen. In this way, ketamine is not only used for the analgesic effects, but also to facilitate internal psychological processes of body-mind integration related to the pain identity and trauma. We illustrate the presented treatment approach with three cases of patients treated in a private clinic in Florida, United States. We describe the patients' original injury, ketamine and adjunct psychological and somatic therapies regimen, and short and longer-term outcomes from the patient's perspective. These results are preliminary, require replication with validated measures, and represent an opportunity for additional research and hypothesis formation. More clinical research on ketamine and adjunct therapies for chronic pain conditions is warranted to advance treatment options.</p>","PeriodicalId":73097,"journal":{"name":"Frontiers in pain research (Lausanne, Switzerland)","volume":"6 ","pages":"1675821"},"PeriodicalIF":2.5,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12864412/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146121398","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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 intrinsic reason why complementary tests (clinical neurophysiology, neuroimaging, skin biopsy) cannot establish the diagnosis of neuropathic pain. 补充试验(临床神经生理学、神经影像学、皮肤活检)不能确定神经性疼痛诊断的内在原因。
IF 2.5 Q2 CLINICAL NEUROLOGY Pub Date : 2026-01-15 eCollection Date: 2025-01-01 DOI: 10.3389/fpain.2025.1723124
Jean-Pascal Lefaucheur

Neuropathic pain is defined as pain caused by a lesion or disease of the somatosensory nervous system. Current algorithms for neuropathic pain diagnosis include patient history, clinical examination, and complementary tests to confirm a lesion or disease of the somatosensory nervous system, able to change the diagnosis of neuropathic pain from probable to definite. These tests include clinical neurophysiology, such as pain-related evoked potentials, quantitative sensory testing, skin biopsy to measure intraepidermal nerve fiber density, or magnetic resonance imaging. However, these tests are especially relevant to demonstrate a structural lesion of the somatosensory system leading to sensory deficit, but they cannot establish a causal link between nervous lesion and the presence of pain. Similar lesions of the somatosensory nervous system may be accompanied by pain or not, while neuropathic pain can be a matter of sensitization or hyperexcitability of somatosensory structures without overt structural lesion. Even the existence of hyperexcitability of nociceptive pathways, revealed by neurophysiological or genetic tests, may contribute to the emergence of pain, but may not be sufficient to affirm that this results in ongoing neuropathic pain. Thus, various complementary tests can be useful to identify a lesion of the somatosensory nervous system, but not to confirm the presence of associated neuropathic pain. Clinical assessment, considering disease history, symptom descriptors and a plausible neuroanatomical distribution, remains the cornerstone of the diagnosis of neuropathic pain, while paraclinical findings must be interpreted with caution in this regard.

神经性疼痛被定义为由体感觉神经系统的损伤或疾病引起的疼痛。目前的神经性疼痛诊断算法包括患者病史、临床检查和辅助检查,以确认体感觉神经系统的病变或疾病,能够将神经性疼痛的诊断从可能变为确定。这些测试包括临床神经生理学,如疼痛相关的诱发电位,定量感觉测试,皮肤活检测量表皮内神经纤维密度,或磁共振成像。然而,这些测试特别适用于证明导致感觉缺陷的体感觉系统的结构性损伤,但它们不能在神经损伤和疼痛之间建立因果关系。体感觉神经系统的类似病变可能伴有疼痛,也可能不伴有疼痛,而神经性疼痛可能是体感觉结构的敏化或过度兴奋性问题,而没有明显的结构病变。甚至神经生理学或基因测试显示的伤害性通路的高兴奋性也可能导致疼痛的出现,但可能不足以肯定这导致持续的神经性疼痛。因此,各种补充试验可用于识别体感觉神经系统病变,但不能确认相关神经性疼痛的存在。临床评估,考虑病史,症状描述和合理的神经解剖学分布,仍然是神经性疼痛诊断的基石,而在这方面,临床外的发现必须谨慎解释。
{"title":"The intrinsic reason why complementary tests (clinical neurophysiology, neuroimaging, skin biopsy) cannot establish the diagnosis of neuropathic pain.","authors":"Jean-Pascal Lefaucheur","doi":"10.3389/fpain.2025.1723124","DOIUrl":"10.3389/fpain.2025.1723124","url":null,"abstract":"<p><p>Neuropathic pain is defined as pain caused by a lesion or disease of the somatosensory nervous system. Current algorithms for neuropathic pain diagnosis include patient history, clinical examination, and complementary tests to confirm a lesion or disease of the somatosensory nervous system, able to change the diagnosis of neuropathic pain from probable to definite. These tests include clinical neurophysiology, such as pain-related evoked potentials, quantitative sensory testing, skin biopsy to measure intraepidermal nerve fiber density, or magnetic resonance imaging. However, these tests are especially relevant to demonstrate a structural lesion of the somatosensory system leading to sensory deficit, but they cannot establish a causal link between nervous lesion and the presence of pain. Similar lesions of the somatosensory nervous system may be accompanied by pain or not, while neuropathic pain can be a matter of sensitization or hyperexcitability of somatosensory structures without overt structural lesion. Even the existence of hyperexcitability of nociceptive pathways, revealed by neurophysiological or genetic tests, may contribute to the emergence of pain, but may not be sufficient to affirm that this results in ongoing neuropathic pain. Thus, various complementary tests can be useful to identify a lesion of the somatosensory nervous system, but not to confirm the presence of associated neuropathic pain. Clinical assessment, considering disease history, symptom descriptors and a plausible neuroanatomical distribution, remains the cornerstone of the diagnosis of neuropathic pain, while paraclinical findings must be interpreted with caution in this regard.</p>","PeriodicalId":73097,"journal":{"name":"Frontiers in pain research (Lausanne, Switzerland)","volume":"6 ","pages":"1723124"},"PeriodicalIF":2.5,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12852430/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146108605","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
EEG connectivity features associated with fibromyalgia revealed by machine learning. 机器学习揭示与纤维肌痛相关的脑电图连接特征。
IF 2.5 Q2 CLINICAL NEUROLOGY Pub Date : 2026-01-15 eCollection Date: 2025-01-01 DOI: 10.3389/fpain.2025.1704444
Jean Li, Jeremiah D Deng, Divya Adhia, Matthew Hall, Ramakrishnan Mani, Dirk De Ridder

Introduction: We present connectivity-based features associated with fibromyalgia, derived from raw EEG data at the sensor level.

Methods: These connectivity features were identified through a data-driven method, employing machine learning. We carried out some automatic, moderate pre-processing and extracted spectral connectivity features. Machine learning experiments then followed, employing feature importance analyses and feature selection techniques for building high-performing classification models; finally, based on robust cross-validation and test evaluation, we obtained the features associated with fibromyalgia. The raw EEG signals from 463 participants are used in the primary analysis. An external dataset that consists of 48 participants is used to validate the identified connectivity features.

Results: Five features in the gamma band (Fz-Cz, Pz-P4, Fz-C3, Cz-P4, and Cz-Pz) were able to objectively detect the presence or absence of fibromyalgia with an accuracy of 99.57%. The identified connectivity features associated with fibromyalgia also show promising results on EEGs that are collected using a different type of device.

Discussion: EEG-based functional connectivity features associated with fibromyalgia, identified using machine learning in the gamma band at the sensor level, can distinguish between fibromyalgia participants and healthy controls with 99.57% accuracy. These findings advance our understanding of the brain-based mechanisms of fibromyalgia and provide novel targets for future non-invasive neuromodulation and neurofeedback trials. However, future studies need to replicate these findings in independent EEG datasets in people with fibromyalgia as well as compare with other clinical populations.

我们提出了与纤维肌痛相关的基于连接的特征,来源于传感器水平的原始EEG数据。方法:通过采用机器学习的数据驱动方法确定这些连接特征。我们进行了一些自动、适度的预处理,提取了光谱连通性特征。随后进行机器学习实验,采用特征重要性分析和特征选择技术构建高性能分类模型;最后,基于稳健的交叉验证和测试评估,我们获得了与纤维肌痛相关的特征。对463名参与者的原始脑电图信号进行初步分析。由48个参与者组成的外部数据集用于验证已识别的连接特性。结果:γ波段5个特征(Fz-Cz、Pz-P4、Fz-C3、Cz-P4、Cz-Pz)能客观检测纤维肌痛的存在与否,准确率为99.57%。已确定的与纤维肌痛相关的连接特征在使用不同类型的设备收集的脑电图上也显示出有希望的结果。讨论:基于脑电图的功能连接特征与纤维肌痛相关,在传感器水平上使用伽玛波段的机器学习识别,可以区分纤维肌痛参与者和健康对照组,准确率为99.57%。这些发现促进了我们对纤维肌痛的脑机制的理解,并为未来的非侵入性神经调节和神经反馈试验提供了新的靶点。然而,未来的研究需要在纤维肌痛患者的独立脑电图数据集中复制这些发现,并与其他临床人群进行比较。
{"title":"EEG connectivity features associated with fibromyalgia revealed by machine learning.","authors":"Jean Li, Jeremiah D Deng, Divya Adhia, Matthew Hall, Ramakrishnan Mani, Dirk De Ridder","doi":"10.3389/fpain.2025.1704444","DOIUrl":"10.3389/fpain.2025.1704444","url":null,"abstract":"<p><strong>Introduction: </strong>We present connectivity-based features associated with fibromyalgia, derived from raw EEG data at the sensor level.</p><p><strong>Methods: </strong>These connectivity features were identified through a data-driven method, employing machine learning. We carried out some automatic, moderate pre-processing and extracted spectral connectivity features. Machine learning experiments then followed, employing feature importance analyses and feature selection techniques for building high-performing classification models; finally, based on robust cross-validation and test evaluation, we obtained the features associated with fibromyalgia. The raw EEG signals from 463 participants are used in the primary analysis. An external dataset that consists of 48 participants is used to validate the identified connectivity features.</p><p><strong>Results: </strong>Five features in the gamma band (Fz-Cz, Pz-P4, Fz-C3, Cz-P4, and Cz-Pz) were able to objectively detect the presence or absence of fibromyalgia with an accuracy of 99.57%. The identified connectivity features associated with fibromyalgia also show promising results on EEGs that are collected using a different type of device.</p><p><strong>Discussion: </strong>EEG-based functional connectivity features associated with fibromyalgia, identified using machine learning in the gamma band at the sensor level, can distinguish between fibromyalgia participants and healthy controls with 99.57% accuracy. These findings advance our understanding of the brain-based mechanisms of fibromyalgia and provide novel targets for future non-invasive neuromodulation and neurofeedback trials. However, future studies need to replicate these findings in independent EEG datasets in people with fibromyalgia as well as compare with other clinical populations.</p>","PeriodicalId":73097,"journal":{"name":"Frontiers in pain research (Lausanne, Switzerland)","volume":"6 ","pages":"1704444"},"PeriodicalIF":2.5,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12852373/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146108589","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Waiting for pain: effect of a mindfulness intervention during a wait situation on pain intensity. 等待疼痛:等待情境中正念干预对疼痛强度的影响。
IF 2.5 Q2 CLINICAL NEUROLOGY Pub Date : 2026-01-14 eCollection Date: 2025-01-01 DOI: 10.3389/fpain.2025.1653859
Rebecca Stewing, Thomas Forkmann, Elisabeth Vögtle, Franziska Harms, Antonia Barke

Background: Research has shown substantial evidence for the effectiveness of mindfulness-based interventions in the management of chronic pain. Less evidence is available whether a one-time mindfulness intervention may also be helpful in alleviating acute procedural pain. While anticipating a potentially painful procedure, people may worry about the upcoming pain. We investigated whether the time spent in a waiting room prior to an appointment could be used for a brief mindfulness intervention.

Methods: The sample consisted of 93 female students. Experimental pain was induced with a pressure pain algometer. Subjective pain ratings were recorded with a numerical rating scale in a 3 × 2 mixed design with the factors condition (mindfulness, worry, control) and measurement time (baseline, post). A situation corresponding to a waiting room in primary care was created. Participants received an audio recording of a mindfulness meditation, a worry instruction, or an instruction to wait. In addition, participants answered the state version of the Mindful Attention Awareness Scale (State) at both measurement times.

Results: 3 × 2 mixed-design ANOVA showed no main effect for the within-subjects factor "measurement time" F(1, 89) = 0.11, p = .74, no main effect for the between-subjects factor "condition" F(2, 89) = .24; p = .98, and no interaction effect of "measurement time×condition" F(2, 89) = 2.53, p = .09. Analyses showed that worrying led to an increase in perceived pain intensity [t(31) = 1.74, p = .046 (one-tailed), d = 0.31]. No further effects were observed. State mindfulness in the mindfulness condition increased between the measurement times [t(29) = 2.00, p = .03 (one-tailed), d = 0.37].

Discussion: Mindfulness increased through the induction; it did not affect perceived pain intensity. In the worry condition, perceived pain intensity increased, which is in accordance with research on detrimental effects of worry. Regarding the aim of the study, the experiment showed that a one-shot mindfulness intervention was able to promote state mindfulness, but not decrease perceived pain intensity. Future research should investigate whether mindfulness has more impact on the affective component of the pain, rather than on its sensory component.

背景:研究已经证明了正念干预治疗慢性疼痛的有效性。关于一次性正念干预是否也有助于减轻急性程序性疼痛的证据较少。在预期可能会有疼痛的手术时,人们可能会担心即将到来的疼痛。我们调查了预约前在候诊室的时间是否可以用于短暂的正念干预。方法:调查对象为93名女大学生。用压力疼痛计诱导实验性疼痛。主观疼痛评分采用3 × 2混合设计的数值评定量表,包括因素状态(正念、忧虑、控制)和测量时间(基线、后)。创建了一种与初级保健候诊室相对应的情况。参与者收到了正念冥想、担忧指示或等待指示的录音。此外,参与者在两个测量时间都回答了正念注意意识量表(状态)的状态版本。结果:3 × 2混合设计方差分析显示受试者内因子“测量时间”无主效应F(1,89) = 0.11, p =。74、受试者间因子“条件”无主效应F(2,89) = .24;p =。98,“测量time×condition”无交互效应F(2,89) = 2.53, p = 0.09。分析显示,焦虑导致感知疼痛强度的增加[t(31) = 1.74, p = 0.046](单尾),d = 0.31]。没有观察到进一步的影响。正念条件下的状态正念在测量次数之间有所增加[t(29) = 2.00, p = 0.03](单尾),d = 0.37]。讨论:正念通过归纳增强;它不影响感知疼痛强度。在焦虑状态下,感知疼痛强度增加,这与担忧的有害影响研究一致。关于研究的目的,实验表明,一次性正念干预能够促进正念状态,但不能降低感知疼痛强度。未来的研究应该调查正念是否对疼痛的情感成分有更大的影响,而不是对疼痛的感觉成分。
{"title":"Waiting for pain: effect of a mindfulness intervention during a wait situation on pain intensity.","authors":"Rebecca Stewing, Thomas Forkmann, Elisabeth Vögtle, Franziska Harms, Antonia Barke","doi":"10.3389/fpain.2025.1653859","DOIUrl":"10.3389/fpain.2025.1653859","url":null,"abstract":"<p><strong>Background: </strong>Research has shown substantial evidence for the effectiveness of mindfulness-based interventions in the management of chronic pain. Less evidence is available whether a one-time mindfulness intervention may also be helpful in alleviating acute procedural pain. While anticipating a potentially painful procedure, people may worry about the upcoming pain. We investigated whether the time spent in a waiting room prior to an appointment could be used for a brief mindfulness intervention.</p><p><strong>Methods: </strong>The sample consisted of 93 female students. Experimental pain was induced with a pressure pain algometer. Subjective pain ratings were recorded with a numerical rating scale in a 3 × 2 mixed design with the factors condition (mindfulness, worry, control) and measurement time (baseline, post). A situation corresponding to a waiting room in primary care was created. Participants received an audio recording of a mindfulness meditation, a worry instruction, or an instruction to wait. In addition, participants answered the state version of the Mindful Attention Awareness Scale (State) at both measurement times.</p><p><strong>Results: </strong>3 × 2 mixed-design ANOVA showed no main effect for the within-subjects factor \"measurement time\" <i>F</i>(1, 89) = 0.11, <i>p</i> = .74, no main effect for the between-subjects factor \"condition\" <i>F</i>(2, 89) = .24; <i>p</i> = .98, and no interaction effect of \"measurement time×condition\" <i>F</i>(2, 89) = 2.53, <i>p</i> = .09. Analyses showed that worrying led to an increase in perceived pain intensity [<i>t</i>(31) = 1.74, <i>p</i> = .046 (one-tailed), <i>d</i> = 0.31]. No further effects were observed. State mindfulness in the mindfulness condition increased between the measurement times [<i>t</i>(29) = 2.00, <i>p</i> = .03 (one-tailed), <i>d</i> = 0.37].</p><p><strong>Discussion: </strong>Mindfulness increased through the induction; it did not affect perceived pain intensity. In the worry condition, perceived pain intensity increased, which is in accordance with research on detrimental effects of worry. Regarding the aim of the study, the experiment showed that a one-shot mindfulness intervention was able to promote state mindfulness, but not decrease perceived pain intensity. Future research should investigate whether mindfulness has more impact on the affective component of the pain, rather than on its sensory component.</p>","PeriodicalId":73097,"journal":{"name":"Frontiers in pain research (Lausanne, Switzerland)","volume":"6 ","pages":"1653859"},"PeriodicalIF":2.5,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12847409/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146088325","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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 therapeutic use of music for chronic pain: a psychological and neurobiological perspective. 音乐对慢性疼痛的治疗作用:心理学和神经生物学的观点。
IF 2.5 Q2 CLINICAL NEUROLOGY Pub Date : 2026-01-13 eCollection Date: 2025-01-01 DOI: 10.3389/fpain.2025.1658523
Víctor Fernández-Dueñas, Antoni Rodríguez-Fornells, Jennifer Grau-Sánchez
{"title":"The therapeutic use of music for chronic pain: a psychological and neurobiological perspective.","authors":"Víctor Fernández-Dueñas, Antoni Rodríguez-Fornells, Jennifer Grau-Sánchez","doi":"10.3389/fpain.2025.1658523","DOIUrl":"https://doi.org/10.3389/fpain.2025.1658523","url":null,"abstract":"","PeriodicalId":73097,"journal":{"name":"Frontiers in pain research (Lausanne, Switzerland)","volume":"6 ","pages":"1658523"},"PeriodicalIF":2.5,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12836381/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146095045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficacy and safety of the thumbtack needle for neck pain: a systematic review and meta-analysis. 针刺治疗颈部疼痛的疗效和安全性:一项系统回顾和荟萃分析。
IF 2.5 Q2 CLINICAL NEUROLOGY Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fpain.2025.1687334
Jinyi He, Peng Lai, Xingyao Chen, Jiacheng Liu, Ziyu Wang, Chenyang Jia, Yu Liu, Shirui Cheng

Background: Neck pain (NP) is a common musculoskeletal disorder that significantly affects the physical function and quality of life of patients. Thumbtack needle therapy is widely used to manage NP. However, previous studies have reported inconsistent clinical outcomes. This study aims to systematically evaluate the efficacy and safety of thumbtack needle therapy for NP.

Methods: A systematic search was conducted in the Cochrane Library, Web of Science, Embase, PubMed, China National Knowledge Infrastructure (CNKI), China Science and Technology Journal (VIP), and Wanfang databases from their inception to 24 September 2023 for randomized controlled trials (RCTs) on thumbtack needle therapy for NP. Outcome measures included the visual analog scale (VAS) scores, neck disability index (NDI) scores, total effective rate, and adverse events. A meta-analysis was performed using Review Manager 5.3. The quality of evidence was assessed using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) system.

Results: Seven RCTs involving 425 patients were included. Compared with the control group, thumbtack needle therapy significantly reduced VAS scores (MD = -1.33, 95% confidence interval (CI): -1.63, -1.03; Z = 8.65; P < 0.05), reduced NDI scores (MD = -5.54, 95% CI: -9.73, -1.35; Z = 2.59; P < 0.05), and improved the total effective rate (OR = 0.27, 95% CI: 0.10, 0.70; Z = 2.67; P < 0.05). Adverse events were not reported in several studies, limiting conclusions on safety. A subgroup analysis revealed that heterogeneity may be related to the variation in combination therapies and treatment course. A sensitivity analysis confirmed the robustness of the results. The overall quality of evidence ranged from very low to moderate.

Conclusions: This study found that thumbtack needle therapy can effectively relieve pain and improve cervical mobility in patients with NP. The reduction in VAS scores reached the level of the minimum clinically important difference, indicating that thumbtack needle treatment for neck pain has a clinically significant impact. In the future, high-quality RCTs are needed to further validate the clinical efficacy of thumbtack needle therapy for NP.

Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/view/CRD42025632076, PROSPERO CRD42025632076.

背景:颈部疼痛(NP)是一种常见的肌肉骨骼疾病,严重影响患者的身体功能和生活质量。针刺疗法被广泛用于治疗NP。然而,先前的研究报告了不一致的临床结果。本研究旨在系统评价针刺治疗NP的疗效和安全性。方法:系统检索中国Cochrane图书馆、Web of Science、Embase、PubMed、中国知网(CNKI)、中国科技期刊(VIP)、万方数据库自建库至2023年9月24日,检索图钉针治疗NP的随机对照试验(rct)。结果测量包括视觉模拟量表(VAS)评分、颈部残疾指数(NDI)评分、总有效率和不良事件。使用Review Manager 5.3进行meta分析。证据质量采用分级建议评估、发展和评价(GRADE)系统进行评估。结果:纳入7项随机对照试验,共纳入425例患者。与对照组相比,图钉针治疗显著降低VAS评分(MD = -1.33, 95%可信区间(CI): -1.63, -1.03;z = 8.65;p z = 2.59;p z = 2.67;结论:本研究发现针刺疗法能有效缓解NP患者疼痛,改善颈椎活动能力。VAS评分降低达到临床重要差异最小水平,说明图钉针治疗颈部疼痛具有临床显著性影响。未来需要高质量的随机对照试验进一步验证图钉针治疗NP的临床疗效。系统评价注册:https://www.crd.york.ac.uk/PROSPERO/view/CRD42025632076, PROSPERO CRD42025632076。
{"title":"Efficacy and safety of the thumbtack needle for neck pain: a systematic review and meta-analysis.","authors":"Jinyi He, Peng Lai, Xingyao Chen, Jiacheng Liu, Ziyu Wang, Chenyang Jia, Yu Liu, Shirui Cheng","doi":"10.3389/fpain.2025.1687334","DOIUrl":"10.3389/fpain.2025.1687334","url":null,"abstract":"<p><strong>Background: </strong>Neck pain (NP) is a common musculoskeletal disorder that significantly affects the physical function and quality of life of patients. Thumbtack needle therapy is widely used to manage NP. However, previous studies have reported inconsistent clinical outcomes. This study aims to systematically evaluate the efficacy and safety of thumbtack needle therapy for NP.</p><p><strong>Methods: </strong>A systematic search was conducted in the Cochrane Library, Web of Science, Embase, PubMed, China National Knowledge Infrastructure (CNKI), China Science and Technology Journal (VIP), and Wanfang databases from their inception to 24 September 2023 for randomized controlled trials (RCTs) on thumbtack needle therapy for NP. Outcome measures included the visual analog scale (VAS) scores, neck disability index (NDI) scores, total effective rate, and adverse events. A meta-analysis was performed using Review Manager 5.3. The quality of evidence was assessed using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) system.</p><p><strong>Results: </strong>Seven RCTs involving 425 patients were included. Compared with the control group, thumbtack needle therapy significantly reduced VAS scores (MD = -1.33, 95% confidence interval (CI): -1.63, -1.03; <i>Z</i> = 8.65; <i>P</i> < 0.05), reduced NDI scores (MD = -5.54, 95% CI: -9.73, -1.35; <i>Z</i> = 2.59; <i>P</i> < 0.05), and improved the total effective rate (OR = 0.27, 95% CI: 0.10, 0.70; <i>Z</i> = 2.67; <i>P</i> < 0.05). Adverse events were not reported in several studies, limiting conclusions on safety. A subgroup analysis revealed that heterogeneity may be related to the variation in combination therapies and treatment course. A sensitivity analysis confirmed the robustness of the results. The overall quality of evidence ranged from very low to moderate.</p><p><strong>Conclusions: </strong>This study found that thumbtack needle therapy can effectively relieve pain and improve cervical mobility in patients with NP. The reduction in VAS scores reached the level of the minimum clinically important difference, indicating that thumbtack needle treatment for neck pain has a clinically significant impact. In the future, high-quality RCTs are needed to further validate the clinical efficacy of thumbtack needle therapy for NP.</p><p><strong>Systematic review registration: </strong>https://www.crd.york.ac.uk/PROSPERO/view/CRD42025632076, PROSPERO CRD42025632076.</p>","PeriodicalId":73097,"journal":{"name":"Frontiers in pain research (Lausanne, Switzerland)","volume":"6 ","pages":"1687334"},"PeriodicalIF":2.5,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12832657/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146069073","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pericapsular nerve group block combined with lateral femoral cutaneous nerve block for hip surgery: a meta-analysis. 髋关节手术中囊周神经阻滞联合股外侧皮神经阻滞:一项荟萃分析。
IF 2.5 Q2 CLINICAL NEUROLOGY Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fpain.2025.1723417
Fan Yang, Qiang Tang, Bing Wang, Le Chen

Objective: The combination of the pericapsular nerve group (PENG) block and lateral femoral cutaneous nerve (LFCN) block has garnered increasing attention as a postoperative analgesic strategy following hip surgery. Nevertheless, the clinical efficacy of this approach remains a subject of ongoing debate. Through a meta-analysis, the effects of the combined PENG and LFCN block in patients who underwent hip surgery were investigated.

Methods: We conducted a systematic search of relevant clinical randomized controlled trials (RCTs) available in English via online databases and grey literature resources. Quantitative analyses were performed to assess pain scores, time to first rescue analgesia, consumption of rescue analgesics, incidence of quadriceps weakness, time to first ambulation, and postoperative nausea and vomiting (PONV) to comprehensively evaluate the effects of the combined PENG and LFCN block in patients after hip surgery.

Results: A total of 12 RCTs involving 823 patients were included in this study. The findings from the quantitative synthesis indicate that the combined PENG and LFCN block significantly decreases postoperative pain scores at rest (p < 0.001) and during movement (p = 0.021), increases the time to first rescue analgesia (p < 0.001), and reduces the consumption of rescue analgesics (p < 0.001). Additionally, this combination decreases the incidence of quadriceps weakness (p < 0.001), shortens the time to first ambulation (p < 0.001), and decreases the incidence of PONV (p = 0.020).

Conclusion: The combined PENG and LFCN block has favourable clinical efficacy for postoperative analgesia in hip surgery patients and is recommended for use. However, more high-quality, large-scale RCTs are needed to further validate our findings.

Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/view/CRD420251142338, PROSPERO CRD420251142338.

目的:作为髋关节手术后的一种镇痛策略,囊周神经群(PENG)阻滞和股外侧皮神经(LFCN)阻滞联合应用已引起越来越多的关注。然而,这种方法的临床疗效仍然是一个持续争论的主题。通过一项荟萃分析,研究了PENG和LFCN联合阻滞对髋关节手术患者的影响。方法:通过在线数据库和灰色文献资源,系统检索相关临床随机对照试验(RCTs)的英文版本。通过定量分析疼痛评分、首次抢救镇痛时间、抢救镇痛药物用量、股四头肌无力发生率、首次活动时间、术后恶心呕吐(PONV),综合评价髋关节术后患者联合使用PENG和LFCN阻滞的效果。结果:本研究共纳入12项rct,共纳入823例患者。定量综合结果显示,PENG和LFCN联合阻滞显著降低了术后静息疼痛评分(p p = 0.021),增加了首次救援镇痛时间(p p p p = 0.020)。结论:PENG联合LFCN阻滞用于髋关节手术患者术后镇痛具有良好的临床疗效,值得推荐使用。然而,需要更多高质量、大规模的随机对照试验来进一步验证我们的发现。系统评价注册:https://www.crd.york.ac.uk/PROSPERO/view/CRD420251142338, PROSPERO CRD420251142338。
{"title":"Pericapsular nerve group block combined with lateral femoral cutaneous nerve block for hip surgery: a meta-analysis.","authors":"Fan Yang, Qiang Tang, Bing Wang, Le Chen","doi":"10.3389/fpain.2025.1723417","DOIUrl":"10.3389/fpain.2025.1723417","url":null,"abstract":"<p><strong>Objective: </strong>The combination of the pericapsular nerve group (PENG) block and lateral femoral cutaneous nerve (LFCN) block has garnered increasing attention as a postoperative analgesic strategy following hip surgery. Nevertheless, the clinical efficacy of this approach remains a subject of ongoing debate. Through a meta-analysis, the effects of the combined PENG and LFCN block in patients who underwent hip surgery were investigated.</p><p><strong>Methods: </strong>We conducted a systematic search of relevant clinical randomized controlled trials (RCTs) available in English via online databases and grey literature resources. Quantitative analyses were performed to assess pain scores, time to first rescue analgesia, consumption of rescue analgesics, incidence of quadriceps weakness, time to first ambulation, and postoperative nausea and vomiting (PONV) to comprehensively evaluate the effects of the combined PENG and LFCN block in patients after hip surgery.</p><p><strong>Results: </strong>A total of 12 RCTs involving 823 patients were included in this study. The findings from the quantitative synthesis indicate that the combined PENG and LFCN block significantly decreases postoperative pain scores at rest (<i>p</i> < 0.001) and during movement (<i>p</i> = 0.021), increases the time to first rescue analgesia (<i>p</i> < 0.001), and reduces the consumption of rescue analgesics (<i>p</i> < 0.001). Additionally, this combination decreases the incidence of quadriceps weakness (<i>p</i> < 0.001), shortens the time to first ambulation (<i>p</i> < 0.001), and decreases the incidence of PONV (<i>p</i> = 0.020).</p><p><strong>Conclusion: </strong>The combined PENG and LFCN block has favourable clinical efficacy for postoperative analgesia in hip surgery patients and is recommended for use. However, more high-quality, large-scale RCTs are needed to further validate our findings.</p><p><strong>Systematic review registration: </strong>https://www.crd.york.ac.uk/PROSPERO/view/CRD420251142338, PROSPERO CRD420251142338.</p>","PeriodicalId":73097,"journal":{"name":"Frontiers in pain research (Lausanne, Switzerland)","volume":"6 ","pages":"1723417"},"PeriodicalIF":2.5,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12833027/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146069078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Examining associations among daily discrimination, psychosocial risk factors, and pain outcomes in people with chronic low back pain. 研究慢性腰痛患者日常歧视、社会心理风险因素和疼痛结局之间的关系。
IF 2.5 Q2 CLINICAL NEUROLOGY Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fpain.2025.1531187
Joanna M Hobson, Matthew C Morris, Robert E Sorge, D Leann Long, Tammie Quinn, Demario S Overstreet, Asia M Wiggins, Eeshaan K Bajaj, Jonas G Dembowski, Edwin N Aroke, Burel R Goodin, Calia A Torres

Introduction: Substantial evidence suggests that experiences of discrimination negatively influence sleep, depressive symptoms, stress, and pain. The purpose of this study was to evaluate the strength of the associations between discrimination and pain, and to determine which psychosocial risk factors help explain these associations.

Methods: Participants (N = 208) underwent two study sessions, where they completed the Everyday Discrimination Scale, Perceived Stress Scale, Centers for Epidemiological Studies Depression Scale, Insomnia Severity Index, and the Brief Pain Inventory-Short Form. Demographic data was also obtained from participants.

Results: Majority of the participants self-identified as women (55.3%), and Black (62%). There were positive associations between discrimination and insomnia (p < .001), depressive symptoms (p < .001), perceived stress (p < .001), pain severity (p < .001) and pain interference (p < .001). Hierarchical regressions showed that identifying as Black (p < .001), having greater depressive symptoms (p = .03), and greater insomnia symptoms (p < .001) were associated with greater pain severity in the past 24 h. Similarly, older age (p = .01), identifying as Black (p = .002), having lower education (p = .04), taking medications (p = .04), greater depressive (p < .001) and insomnia symptoms (p < .001) were associated with greater pain interference. The indirect effect of discrimination on pain severity was significant (β = .015, Bootstrap 95% CI.003-.030). Additionally, there was a significant indirect effect of discrimination on pain interference (β = .015, Bootstrap 95% CI.004-.031). Exploratory models showed an indirect effect of pain severity (β = .014, Bootstrap 95% CI.001-.029) and interference (β = .012, Bootstrap 95% CI.000 to .029) on discrimination via psychosocial risk factors.

Discussion: Our findings highlight the harmful associations between discrimination, mental health outcomes, pain severity, and reduced quality of life. Additionally, these findings emphasize the need for more stress engaged research to continue exploring these potential relationships, identify cause-effect and inform the development of future interventions focused on reducing the negative impact of stress on pain outcomes - especially for minority groups who are disproportionately affected by pain disparities.

大量证据表明,被歧视的经历会对睡眠、抑郁症状、压力和疼痛产生负面影响。本研究的目的是评估歧视和疼痛之间的联系强度,并确定哪些社会心理风险因素有助于解释这些联系。方法:参与者(N = 208)进行了两次研究,在那里他们完成了日常歧视量表、感知压力量表、流行病学研究中心抑郁量表、失眠严重程度指数和简短疼痛量表。还从参与者那里获得了人口统计数据。结果:大多数参与者自认为是女性(55.3%)和黑人(62%)。歧视与失眠呈正相关(p p p p p p = .03),失眠症状加重(p p =。01),识别为Black (p =。002),受教育程度较低(p =。04),服用药物(p =。04),更大的抑郁(p p β =。015, Bootstrap 95% CI.003- 0.030)。此外,歧视对疼痛干扰有显著的间接影响(β =。015, Bootstrap 95% CI.004- 0.031)。探索性模型显示疼痛严重程度的间接影响(β =。014, Bootstrap 95% CI.001- 0.029)和干扰(β =。012,引导95% CI.000到。029)通过社会心理风险因素进行歧视。讨论:我们的研究结果强调了歧视、心理健康结果、疼痛严重程度和生活质量下降之间的有害关联。此外,这些发现强调需要更多的压力研究来继续探索这些潜在的关系,确定因果关系,并为未来干预措施的发展提供信息,重点是减少压力对疼痛结果的负面影响-特别是对那些受到疼痛差异不成比例影响的少数群体。
{"title":"Examining associations among daily discrimination, psychosocial risk factors, and pain outcomes in people with chronic low back pain.","authors":"Joanna M Hobson, Matthew C Morris, Robert E Sorge, D Leann Long, Tammie Quinn, Demario S Overstreet, Asia M Wiggins, Eeshaan K Bajaj, Jonas G Dembowski, Edwin N Aroke, Burel R Goodin, Calia A Torres","doi":"10.3389/fpain.2025.1531187","DOIUrl":"10.3389/fpain.2025.1531187","url":null,"abstract":"<p><strong>Introduction: </strong>Substantial evidence suggests that experiences of discrimination negatively influence sleep, depressive symptoms, stress, and pain. The purpose of this study was to evaluate the strength of the associations between discrimination and pain, and to determine which psychosocial risk factors help explain these associations.</p><p><strong>Methods: </strong>Participants (<i>N</i> = 208) underwent two study sessions, where they completed the Everyday Discrimination Scale, Perceived Stress Scale, Centers for Epidemiological Studies Depression Scale, Insomnia Severity Index, and the Brief Pain Inventory-Short Form. Demographic data was also obtained from participants.</p><p><strong>Results: </strong>Majority of the participants self-identified as women (55.3%), and Black (62%). There were positive associations between discrimination and insomnia (<i>p</i> < .001), depressive symptoms (<i>p</i> < .001), perceived stress (<i>p</i> < .001), pain severity (<i>p</i> < .001) and pain interference (<i>p</i> < .001). Hierarchical regressions showed that identifying as Black (<i>p</i> < .001), having greater depressive symptoms (<i>p</i> = .03), and greater insomnia symptoms (<i>p</i> < .001) were associated with greater pain severity in the past 24 h. Similarly, older age (<i>p</i> = .01), identifying as Black (<i>p</i> = .002), having lower education (<i>p</i> = .04), taking medications (<i>p</i> = .04), greater depressive (<i>p</i> < .001) and insomnia symptoms (<i>p</i> < .001) were associated with greater pain interference. The indirect effect of discrimination on pain severity was significant (<i>β</i> = .015, Bootstrap 95% CI.003-.030). Additionally, there was a significant indirect effect of discrimination on pain interference (<i>β</i> = .015, Bootstrap 95% CI.004-.031). Exploratory models showed an indirect effect of pain severity (<i>β</i> = .014, Bootstrap 95% CI.001-.029) and interference (<i>β</i> = .012, Bootstrap 95% CI.000 to .029) on discrimination via psychosocial risk factors.</p><p><strong>Discussion: </strong>Our findings highlight the harmful associations between discrimination, mental health outcomes, pain severity, and reduced quality of life. Additionally, these findings emphasize the need for more stress engaged research to continue exploring these potential relationships, identify cause-effect and inform the development of future interventions focused on reducing the negative impact of stress on pain outcomes - especially for minority groups who are disproportionately affected by pain disparities.</p>","PeriodicalId":73097,"journal":{"name":"Frontiers in pain research (Lausanne, Switzerland)","volume":"6 ","pages":"1531187"},"PeriodicalIF":2.5,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12833447/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146069129","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pain severity and opioid use in patients with spine-related diagnoses. 脊柱相关诊断患者的疼痛严重程度和阿片类药物使用。
IF 2.5 Q2 CLINICAL NEUROLOGY Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fpain.2025.1703201
Chijioke M Okeke, Javeria Khalid, J Douglas Thornton, Rajender R Aparasu

Objective: Clinical guidelines recommend opioid use only in severe and unresponsive cases of low back pain. Limited evidence exists on pain levels and opioid use in spine-related diagnoses (SRD). This study assessed the association between self-reported pain severity and opioid use among U.S. adults with SRD.

Methods: We conducted a retrospective cross-sectional analysis using 2018-2021 Medical Expenditure Panel Survey (MEPS) data. Adults aged ≥18 with SRD diagnoses and pain prescriptions were included. Pain severity was assessed using the Veterans Rand-12 item on pain interference with routine work. Pain medication use was determined from prescription records. Multivariable logistic regression was used to evaluate the association after controlling for other factors.

Results: According to the MEPS, there were 1.91 million (95% CI: 1.71-2.11) adults with SRD receiving pain medications annually, among whom 63.92% received opioid prescriptions. Most of the SRD patients were <66 years (69.71%), females (63.14%), and non-Hispanic whites (76.25%). Over half reported high pain interference with their routine activities (52.06%) Multivariable logistic regression analysis revealed that SRD patients who reported high pain interference with their routine work had higher odds of opioid use compared to those who reported low pain interference with their routine work (OR = 2.92, 95%CI: 1.49-5.70).

Conclusion: Over half of SRD patients receiving pain medications reported high pain severity levels, and these high pain levels were associated with higher odds of opioid use. While this evidence aligns with the clinical recommendations, more research is needed to understand the opioid use in SRD.

目的:临床指南推荐阿片类药物仅用于严重和无反应的腰痛病例。关于疼痛水平和阿片类药物在脊柱相关诊断(SRD)中的使用的证据有限。本研究评估了美国成人SRD患者自我报告的疼痛严重程度与阿片类药物使用之间的关系。方法:利用2018-2021年医疗支出面板调查(MEPS)数据进行回顾性横断面分析。纳入年龄≥18岁、诊断为SRD并开具疼痛处方的成年人。疼痛严重程度评估采用退伍军人Rand-12项目疼痛干扰日常工作。根据处方记录确定止痛药的使用情况。在控制了其他因素后,采用多变量logistic回归对相关性进行评价。结果:根据MEPS,每年有191万(95% CI: 1.71 ~ 2.11)成人SRD患者接受止痛药治疗,其中63.92%接受阿片类药物治疗。结论:在接受止痛药治疗的SRD患者中,超过一半的患者报告了高疼痛严重程度,而这些高疼痛程度与阿片类药物使用的高几率相关。虽然这一证据与临床建议一致,但需要更多的研究来了解阿片类药物在SRD中的使用。
{"title":"Pain severity and opioid use in patients with spine-related diagnoses.","authors":"Chijioke M Okeke, Javeria Khalid, J Douglas Thornton, Rajender R Aparasu","doi":"10.3389/fpain.2025.1703201","DOIUrl":"10.3389/fpain.2025.1703201","url":null,"abstract":"<p><strong>Objective: </strong>Clinical guidelines recommend opioid use only in severe and unresponsive cases of low back pain. Limited evidence exists on pain levels and opioid use in spine-related diagnoses (SRD). This study assessed the association between self-reported pain severity and opioid use among U.S. adults with SRD.</p><p><strong>Methods: </strong>We conducted a retrospective cross-sectional analysis using 2018-2021 Medical Expenditure Panel Survey (MEPS) data. Adults aged ≥18 with SRD diagnoses and pain prescriptions were included. Pain severity was assessed using the Veterans Rand-12 item on pain interference with routine work. Pain medication use was determined from prescription records. Multivariable logistic regression was used to evaluate the association after controlling for other factors.</p><p><strong>Results: </strong>According to the MEPS, there were 1.91 million (95% CI: 1.71-2.11) adults with SRD receiving pain medications annually, among whom 63.92% received opioid prescriptions. Most of the SRD patients were <66 years (69.71%), females (63.14%), and non-Hispanic whites (76.25%). Over half reported high pain interference with their routine activities (52.06%) Multivariable logistic regression analysis revealed that SRD patients who reported high pain interference with their routine work had higher odds of opioid use compared to those who reported low pain interference with their routine work (OR = 2.92, 95%CI: 1.49-5.70).</p><p><strong>Conclusion: </strong>Over half of SRD patients receiving pain medications reported high pain severity levels, and these high pain levels were associated with higher odds of opioid use. While this evidence aligns with the clinical recommendations, more research is needed to understand the opioid use in SRD.</p>","PeriodicalId":73097,"journal":{"name":"Frontiers in pain research (Lausanne, Switzerland)","volume":"6 ","pages":"1703201"},"PeriodicalIF":2.5,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12833261/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146069051","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Leveraging voice biomarkers to quantify chronic pain: a rapid review. 利用语音生物标志物量化慢性疼痛:快速回顾。
IF 2.5 Q2 CLINICAL NEUROLOGY Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fpain.2025.1678160
Leah Tobey-Moore, Anu Iyer, Cade Wilkerson, Caraline Annichiarico

This rapid review examines the emerging role of voice-based artificial intelligence (AI) technologies in the objective assessment of chronic pain. It highlights promising applications of vocal biomarkers in pain quantification, particularly for populations with communication challenges or poorly understood conditions. AI is transforming healthcare, particularly for early detection of cardiovascular diseases and some neurological disorders, and it holds promise for managing chronic pain. This rapid literature review explores the potential of voice-based AI technologies to identify and analyze biomarkers that can objectively assess pain for populations with chronic pain conditions. These conditions are often complex and would benefit from more precise, reproducible measures of pain. While traditional pain scales heavily rely on self-reports, voice biomarkers are a non-invasive, scalable alternative. Studies show that changes in vocal characteristics-such as pitch, loudness, and jitter-correlate with pain intensity and quality; therefore, they offer insights that traditional, subjective measures may overlook. Machine learning models applied to voice data have demonstrated promise in detecting pain, particularly in vulnerable populations, such as those with intellectual and developmental disabilities. The review highlights how AI-driven voice analysis can complement cognitive behavioral therapy in pain management, enhancing accessibility and clinical outcomes. Despite the promise of AI-based approaches, challenges remain in standardizing these technologies for routine clinical use. Future research is needed to validate voice biomarkers across diverse pain conditions and to integrate them into clinical workflows to improve early diagnosis and personalized care, thus offering an innovative approach to chronic pain management. Key words: Voice biomarkers, Artificial intelligence, Pain Management, Machine Learning, Chronic Pain, Digital Health, Objective Pain Assessment.

本文快速回顾了基于语音的人工智能(AI)技术在慢性疼痛客观评估中的新兴作用。它强调了声音生物标志物在疼痛量化方面的有希望的应用,特别是对于有沟通困难或不了解情况的人群。人工智能正在改变医疗保健,特别是在心血管疾病和一些神经系统疾病的早期检测方面,它有望控制慢性疼痛。这篇快速的文献综述探讨了基于语音的人工智能技术在识别和分析生物标志物方面的潜力,这些生物标志物可以客观地评估慢性疼痛患者的疼痛。这些情况往往很复杂,如果能对疼痛进行更精确、可重复的测量,将会受益。传统的疼痛量表严重依赖于自我报告,而语音生物标志物是一种无创、可扩展的替代方法。研究表明,声音特征的变化——比如音调、响度和抖动——与疼痛的强度和质量有关;因此,它们提供了传统的主观测量方法可能忽略的见解。应用于语音数据的机器学习模型在检测疼痛方面表现出了很大的希望,特别是在弱势群体中,比如那些有智力和发育障碍的人。该综述强调了人工智能驱动的语音分析如何在疼痛管理中补充认知行为疗法,提高可及性和临床结果。尽管基于人工智能的方法前景光明,但在将这些技术标准化以用于常规临床应用方面仍然存在挑战。未来的研究需要验证不同疼痛状况下的语音生物标志物,并将其整合到临床工作流程中,以改善早期诊断和个性化护理,从而为慢性疼痛管理提供创新方法。关键词:语音生物标志物,人工智能,疼痛管理,机器学习,慢性疼痛,数字健康,客观疼痛评估
{"title":"Leveraging voice biomarkers to quantify chronic pain: a rapid review.","authors":"Leah Tobey-Moore, Anu Iyer, Cade Wilkerson, Caraline Annichiarico","doi":"10.3389/fpain.2025.1678160","DOIUrl":"10.3389/fpain.2025.1678160","url":null,"abstract":"<p><p>This rapid review examines the emerging role of voice-based artificial intelligence (AI) technologies in the objective assessment of chronic pain. It highlights promising applications of vocal biomarkers in pain quantification, particularly for populations with communication challenges or poorly understood conditions. AI is transforming healthcare, particularly for early detection of cardiovascular diseases and some neurological disorders, and it holds promise for managing chronic pain. This rapid literature review explores the potential of voice-based AI technologies to identify and analyze biomarkers that can objectively assess pain for populations with chronic pain conditions. These conditions are often complex and would benefit from more precise, reproducible measures of pain. While traditional pain scales heavily rely on self-reports, voice biomarkers are a non-invasive, scalable alternative. Studies show that changes in vocal characteristics-such as pitch, loudness, and jitter-correlate with pain intensity and quality; therefore, they offer insights that traditional, subjective measures may overlook. Machine learning models applied to voice data have demonstrated promise in detecting pain, particularly in vulnerable populations, such as those with intellectual and developmental disabilities. The review highlights how AI-driven voice analysis can complement cognitive behavioral therapy in pain management, enhancing accessibility and clinical outcomes. Despite the promise of AI-based approaches, challenges remain in standardizing these technologies for routine clinical use. Future research is needed to validate voice biomarkers across diverse pain conditions and to integrate them into clinical workflows to improve early diagnosis and personalized care, thus offering an innovative approach to chronic pain management. Key words: Voice biomarkers, Artificial intelligence, Pain Management, Machine Learning, Chronic Pain, Digital Health, Objective Pain Assessment.</p>","PeriodicalId":73097,"journal":{"name":"Frontiers in pain research (Lausanne, Switzerland)","volume":"6 ","pages":"1678160"},"PeriodicalIF":2.5,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12833082/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146069071","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Frontiers in pain research (Lausanne, Switzerland)
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