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Low back-pain among school-teachers in Southern Tunisia: prevalence and predictors. 突尼斯南部学校教师腰痛的患病率和预测因素。
IF 1.6 Q2 Medicine Pub Date : 2023-09-18 Print Date: 2023-10-26 DOI: 10.1515/sjpain-2023-0023
Mouna Baklouti, Houda Ben Ayed, Nouha Ketata, Hanen Maamri, Raouf Karray, Jihene Jdidi, Yosra Mejdoub, Mondher Kassis, Sourour Yaich, Jamel Dammak

Objectives: In the professional environment, low back pain (LBP) is a multifactorial symptomatology, despite scientific and technological advances in the design and the arrangement of increasingly ergonomic workstations. Teachers are not exempt from this risk, due to prolonged sitting or standing. In light of this, this study aimed to estimate LBP prevalence among teachers in Southern Tunisia and to identify their determinants.

Methods: It was a cross-sectional study including a representative sample of teachers from secondary, middle, and primary schools in Sfax, Tunisia, conducted during the period March-April 2021. LBP intensity was assessed using a visual analog scale from 1 to 10. A severe LBP was defined as VAS≥7.

Results: Among the participants, 292 teachers were females (55.6 %). The median age was 48 years (Interquartile Range (IQR)=[41-53] years). Overall, 377 teachers had a severe LBP, with a global prevalence of 71.8 %. Multivariate analysis showed that independent determinants of LBP among teachers were female gender (Adjusted Odds Ratio (AOR)=2.81;p<0.001), age ≥30 (AOR=5.68;p=0.009), chronic diseases (AOR=2.52;p<0.001), working at primary schools (AOR=1.75;p=0.033), working for ≥4 h per day (AOR=2.41;p=0.005), inadequate ergonomic conditions at work (AOR=1.78;p=0.008) and distance home-school ≥10 km (AOR=2.27;p=0.003).

Conclusions: This study demonstrated that LBP among teachers was alarmingly high. Different individual, ergonomic, and occupational factors were predictors of this symptom. Thus, development of rational strategies for LBP prevention among teachers and the improvement of working conditions are urgently needed.

目的:在专业环境中,尽管科学技术在设计和布置越来越符合人体工程学的工作站方面取得了进步,但腰痛(LBP)是一种多因素症状。由于久坐或久站,教师也不能免除这种风险。有鉴于此,本研究旨在估计突尼斯南部教师LBP的患病率,并确定其决定因素。方法:这是一项横断面研究,包括突尼斯斯法克斯中学、中学和小学的代表性教师样本,于2021年3月至4月期间进行。LBP强度使用1至10的视觉模拟量表进行评估。严重LBP定义为VAS≥7。结果:在参与者中,292名教师为女性(55.6 %). 中位年龄为48岁(四分位间距(IQR)=[41-53]岁)。总的来说,377名教师患有严重的LBP,全球患病率为71.8 %. 多元分析表明,教师LBP的独立决定因素为女性(调整后的比值比(AOR)=2.81;结论:这项研究表明,教师的LBP高得惊人。不同的个体、人体工程学和职业因素是这种症状的预测因素。因此,迫切需要制定合理的教师LBP预防策略,改善工作条件。
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引用次数: 0
Effects of oral morphine on experimentally evoked itch and pain: a randomized, double-blind, placebo-controlled trial. 口服吗啡对实验诱发的瘙痒和疼痛的影响:一项随机、双盲、安慰剂对照试验。
IF 1.6 Q2 Medicine Pub Date : 2023-09-15 Print Date: 2023-10-26 DOI: 10.1515/sjpain-2023-0034
Hiroai Okutani, Silvia Lo Vecchio, Nadia Ammitzbøll, Asbjørn Mohr Drewes, Lars Arendt-Nielsen

Objectives: Pain and itch share similar neuronal networks; hence, it is difficult to explain why opioids can relieve pain but provoke itching. The present human volunteer study aimed to investigate the similarities and differences in responses to experimentally provoked pain and itching to explore the underlying fundamental mechanisms.

Methods: Twenty-four healthy volunteers were enrolled in this single-center, randomized, double-blind, placebo-controlled, parallel-group trial. Three volar forearms and two mandibular areas were marked, and participants randomly received morphine (20 mg) or identical placebo tablets. Heat, cold, and pressure pain thresholds, and vasomotor responses were assessed at baseline and after oral morphine administration. Itch provocations were induced by intradermal application of 1 % histamine or a topical cowhage (non-histaminergic itch) to a marked area of the skin. The participants were subsequently asked to rate their itching and pain intensities. The assessments were repeated for all marked areas.

Results: Morphine caused analgesia, as assessed by the significant modulation of cold and pressure pain thresholds (p<0.05). There were no significant differences in histaminergic or non-histaminergic itch or pain intensity between the morphine and placebo groups. Superficial blood perfusion (vasomotor response) following histamine provocation was significantly increased by morphine (p<0.05) in both areas. No correlation was found between the provoked itch intensity and analgesic efficacy in any area or group.

Conclusions: Oral administration of morphine caused analgesia without modulating itch intensities but increased neurogenic inflammation in response to histamine, suggesting that different opioid mechanisms in histaminergic and non-histaminergic neurons evoke neurogenic inflammation.

目的:疼痛和瘙痒共享相似的神经元网络;因此,很难解释为什么阿片类药物可以缓解疼痛,但会引起瘙痒。目前的人类志愿者研究旨在调查对实验引发的疼痛和瘙痒反应的异同,以探索潜在的基本机制。方法:24名健康志愿者参加这项单中心、随机、双盲、安慰剂对照、平行组试验。标记三个掌侧前臂和两个下颌区域,参与者随机接受吗啡(20 mg)或相同的安慰剂片剂。在基线和口服吗啡后评估热、冷、压痛阈值和血管舒缩反应。皮内施用1 % 组胺或局部牛瘟(非组胺能瘙痒)。随后,参与者被要求对他们的瘙痒和疼痛强度进行评分。对所有标记区域重复进行评估。结果:吗啡引起镇痛,通过对冷痛和压痛阈值的显著调节来评估(P结论:口服吗啡在不调节瘙痒强度的情况下引起镇痛,但增加了对组胺反应的神经源性炎症,这表明组胺能和非组胺能神经元中的不同阿片机制引起神经源性炎性。
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引用次数: 0
The potential effect of walking on quantitative sensory testing, pain catastrophizing, and perceived stress: an exploratory study. 步行对定量感觉测试、疼痛灾难和感知压力的潜在影响:一项探索性研究。
IF 1.6 Q2 Medicine Pub Date : 2023-09-12 Print Date: 2023-10-26 DOI: 10.1515/sjpain-2023-0039
Anna Houmøller Rasmussen, Lærke Kjeldgaard Petersen, Mette Kaasgaard Sperling, Maria Møller Bertelsen, Michael Skovdal Rathleff, Kristian Kjær-Staal Petersen

Objectives: Studies suggest that a range of pain mechanisms, such as poor quality of sleep, perceived stress, pain catastrophizing or pain sensitivity, are likely to enhance clinical pain. Animal studies suggest that these pain mechanisms can be modulated by increasing physical activity, but human data are needed to support this hypothesis. This exploratory study aimed to investigate the changes in pain mechanisms after a simple self-directed walking program of 8-weeks. Additionally, this exploratory study investigated the interaction between changes over time in assessments of poor quality of sleep, perceived stress, pain catastrophizing or pain sensitivity and how these changes interacted with each other.

Methods: This prospective cohort study included 30 healthy subjects who were assessed at baseline and 4- and 8-weeks after initiating the walking program (30 min walking/day for 8 weeks). Self-report outcomes included: Pain Catastrophizing Scale (PCS), the Perceived Stress Scale (PSS) and Pittsburgh Sleep Quality Index. Pressure pain thresholds, temporal summation of pain and conditioned pain modulation (CPM) were assessed using cuff algometry.

Results: Twenty-four subjects completed all the visits (age: 42.2, SD: 14.9, 16 females). PCS and PSS significantly decreased at the 8-week's visit compared to baseline (p<0.05). No significant differences were seen for an improvement in quality of sleep (p=0.071) and pain sensitivity (p>0.075) when comparing the 8-week's visit to the baseline visit. Changes in pain mechanisms comparing baseline and 8-weeks data were calculated and regression analyses found that an improvement in PCS was associated with an improvement in CPM (R2=0.197, p=0.017) and that a higher adherence to the walking program was associated with a larger improvement in PCS (R2=0.216, p=0.013).

Conclusions: The current exploratory study indicates that a simple self-directed walking program of 8-weeks can improve pain catastrophizing thoughts, perceived stress. Higher adherence to the walking program were associated with an improvement in pain catastrophizing and an improvement in pain catastrophizing was associated with an increase in conditioned pain modulation.

目的:研究表明,一系列疼痛机制,如睡眠质量差、感知压力、疼痛灾难或疼痛敏感性,可能会加剧临床疼痛。动物研究表明,这些疼痛机制可以通过增加体力活动来调节,但需要人类数据来支持这一假设。这项探索性研究旨在调查在8周的简单自主步行计划后疼痛机制的变化。此外,这项探索性研究调查了睡眠质量差、感知压力、疼痛灾难或疼痛敏感性评估中随时间变化之间的相互作用,以及这些变化如何相互作用。方法:这项前瞻性队列研究包括30名健康受试者,他们在基线和开始步行计划后4周和8周接受评估(每天步行30分钟,持续8周)。自我报告结果包括:疼痛灾难量表(PCS)、感知压力量表(PSS)和匹兹堡睡眠质量指数。使用袖带算法评估压力-疼痛阈值、疼痛的时间总和和条件疼痛调节(CPM)。结果:24名受试者完成了所有访视(年龄:42.2,标准差:14.9,16名女性)。与基线相比,PCS和PSS在8周访视时显著降低(p0.075)。比较基线数据和8周数据,计算疼痛机制的变化,回归分析发现PCS的改善与CPM的改善有关(R2=0.197,p=0.017),对步行计划的坚持程度越高,PCS的改善程度越大(R2=0.216,p=0.013)8周的步行计划可以改善痛苦的灾难性想法和感知压力。对步行程序的更高依从性与疼痛灾难性的改善有关,疼痛灾难性改善与条件性疼痛调节的增加有关。
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引用次数: 0
What matters to people with chronic musculoskeletal pain consulting general practice? Comparing research priorities across different sectors. 咨询全科医生对患有慢性肌肉骨骼疼痛的人来说有什么重要的?比较不同部门的研究重点。
IF 1.6 Q2 Medicine Pub Date : 2023-09-12 Print Date: 2023-10-26 DOI: 10.1515/sjpain-2023-0046
Liv Nyhave Andersen, Kristian Lyndrup Kristensen, Clara Margrethe Howell, Michael Skovdal Rathleff, Kirsten Fonager, Kristian Damgaard Lyng

Objectives: Chronic musculoskeletal pain (CMP) is a common condition, often consulted in general practice. Our previous study identified research priorities among people with CMP using a broad recruitment strategy. It is unclear whether these research priorities reflect specific settings, including the population in general practice. Potential dissimilarities may have important implications for future research. Therefore, the study aims to explore potential differences between the previously established research priorities compared to priorities of people with CMP consulting general practice.

Methods: Eighty-eight people living with CMP (51 females/37 males) from four regions of Denmark were recruited when they consulted their general practitioner. Participants were presented to an online survey and asked to prioritise predefined research themes (n=14) and research questions (n=38). The prioritisations were summarised into a Top-10 research priorities and compared the Top-10 from our previous study.

Results: Treatment (n=57), diagnosis (n=46), cross-sectoral management (n=39) and influence on daily life (n=39) were the most selected research themes. The most prioritised research questions regarded the effectiveness of treatments and cross-sectoral management, improving diagnostic approaches and how pain affects the individuals' mental state. Four out of ten research questions aligned with our previous Top-10.

Conclusions: Our study identified several differences in research priorities between people living with CMP from the general population and from general practice. These findings highlight the needs for investigating how different settings influence research prioritisation. This adds important knowledge for researchers and policymakers focusing on future research within the management of CMP.

目的:慢性肌肉骨骼疼痛(CMP)是一种常见的疾病,通常在全科医学中进行咨询。我们之前的研究通过广泛的招募策略确定了CMP患者的研究重点。目前尚不清楚这些研究重点是否反映了特定的环境,包括全科医学中的人群。潜在的差异可能会对未来的研究产生重要影响。因此,本研究旨在探索先前确定的研究优先级与CMP咨询全科医生的优先级之间的潜在差异。方法:来自丹麦四个地区的88名CMP患者(51名女性/37名男性)在咨询全科医生时被招募。参与者接受了一项在线调查,并被要求优先考虑预定义的研究主题(n=14)和研究问题(n=38)。优先顺序被总结为前十名研究优先顺序,并与我们之前的研究中的前十名进行了比较。结果:治疗(n=57)、诊断(n=46)、跨部门管理(n=39)和对日常生活的影响(n=39)是选择最多的研究主题。最优先考虑的研究问题包括治疗的有效性和跨部门管理,改进诊断方法以及疼痛如何影响个人的精神状态。十分之四的研究问题与我们之前的前十名一致。结论:我们的研究确定了CMP患者与普通人群和全科医生在研究重点方面的几个差异。这些发现强调了调查不同环境如何影响研究优先级的必要性。这为专注于CMP管理中未来研究的研究人员和决策者增加了重要知识。
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引用次数: 0
Experience and usability of a website containing research-based knowledge and tools for pain self-management: a mixed-method study in people with high-impact chronic pain. 包含基于研究的疼痛自我管理知识和工具的网站的体验和可用性:一项针对高影响慢性疼痛患者的混合方法研究。
IF 1.6 Q2 Medicine Pub Date : 2023-09-11 Print Date: 2023-10-26 DOI: 10.1515/sjpain-2023-0044
Eva Laerkner, Laila Bendix, Madalina Jäger, Maj-Britt Hansen, Henrik Bjarke Vaegter

Objectives: Smerteinfo.dk is a freely accessible Danish website containing research-based, up-to-date knowledge on chronic pain, written in lay language, with a focus on information, guidance and self-management tools, developed in collaboration between health professionals and persons with high-impact chronic pain. This mixed-method study explored experiences, perceived usability, and challenges of Smerteinfo among patients with high-impact chronic pain.

Methods: Semi-structured interviews enabling thinking-aloud and participant observation while using Smerteinfo were performed in 11 patients with high-impact chronic pain. Survey data were collected three months after being invited to use Smerteinfo among 200 patients on waiting-list at a Pain Center in Denmark.

Results: Three themes captured the depth and variation in patterns of experiences, usability and challenges using Smerteinfo during interviews: 1) Appreciated easy access to new knowledge yet strived for more personalized information, 2) Experienced incentives as well as challenges when navigating the website, and 3) Suggested earlier introduction to the website. Challenges concerned the unknown update frequency of the website, information consisting of mostly text and many links, lack of material to improve self-management and too general information. Survey data revealed that 87 % found the language in the articles easy to understand and 73 % could recognize themselves and their challenges in the articles. A proportion of the respondents reported improved understanding of their pain condition (56 %), improved coping (33 %), and that they had made changes in their everyday life after reading on the website (33 %).

Conclusions: Patients with high-impact chronic pain found Smerteinfo valuable. The results suggest attention towards spreading knowledge of the website to general practitioners, who could introduce the site at an earlier stage of illness. Continuously improving the site and expand the applicable tools based on scientific evidence and in collaboration with end-users are crucial to ensure the usability of the website in the future.

目标:Smerteinfo.dk是一个可免费访问的丹麦网站,包含以研究为基础的、以通俗语言编写的关于慢性疼痛的最新知识,重点是信息、指导和自我管理工具,由卫生专业人员和高影响慢性疼痛患者合作开发。这项混合方法研究探讨了Smerteinfo在高影响慢性疼痛患者中的体验、感知可用性和挑战。方法:对11例高强度慢性疼痛患者进行半结构化访谈,在使用Smerteinfo的同时进行大声思考和参与者观察。调查数据是在被邀请使用Smerteinfo三个月后,在丹麦一家疼痛中心的200名等待名单上的患者中收集的。结果:三个主题捕捉到了在访谈中使用Smerteenfo的体验模式、可用性和挑战的深度和变化:1)欣赏容易获得新知识,但努力获得更个性化的信息,2)在浏览网站时有经验的激励措施和挑战,以及3)建议提前介绍网站。挑战涉及网站更新频率未知、信息主要由文本和许多链接组成、缺乏改进自我管理的材料以及信息过于笼统。调查数据显示,87 % 发现文章中的语言很容易理解,73 % 可以在文章中认识到自己和他们的挑战。一部分受访者表示,他们对疼痛状况的理解有所改善(56 %), 改进应对措施(33 %), 在网站上阅读后,他们的日常生活发生了变化(33 %).结论:高冲击性慢性疼痛患者发现Smerteinfo有价值。研究结果表明,应注意向全科医生传播该网站的知识,全科医生可以在患病早期介绍该网站。根据科学证据并与最终用户合作,不断改进网站并扩大适用工具,对于确保网站未来的可用性至关重要。
{"title":"Experience and usability of a website containing research-based knowledge and tools for pain self-management: a mixed-method study in people with high-impact chronic pain.","authors":"Eva Laerkner, Laila Bendix, Madalina Jäger, Maj-Britt Hansen, Henrik Bjarke Vaegter","doi":"10.1515/sjpain-2023-0044","DOIUrl":"10.1515/sjpain-2023-0044","url":null,"abstract":"<p><strong>Objectives: </strong>Smerteinfo.dk is a freely accessible Danish website containing research-based, up-to-date knowledge on chronic pain, written in lay language, with a focus on information, guidance and self-management tools, developed in collaboration between health professionals and persons with high-impact chronic pain. This mixed-method study explored experiences, perceived usability, and challenges of Smerteinfo among patients with high-impact chronic pain.</p><p><strong>Methods: </strong>Semi-structured interviews enabling thinking-aloud and participant observation while using Smerteinfo were performed in 11 patients with high-impact chronic pain. Survey data were collected three months after being invited to use Smerteinfo among 200 patients on waiting-list at a Pain Center in Denmark.</p><p><strong>Results: </strong>Three themes captured the depth and variation in patterns of experiences, usability and challenges using Smerteinfo during interviews: 1) Appreciated easy access to new knowledge yet strived for more personalized information, 2) Experienced incentives as well as challenges when navigating the website, and 3) Suggested earlier introduction to the website. Challenges concerned the unknown update frequency of the website, information consisting of mostly text and many links, lack of material to improve self-management and too general information. Survey data revealed that 87 % found the language in the articles easy to understand and 73 % could recognize themselves and their challenges in the articles. A proportion of the respondents reported improved understanding of their pain condition (56 %), improved coping (33 %), and that they had made changes in their everyday life after reading on the website (33 %).</p><p><strong>Conclusions: </strong>Patients with high-impact chronic pain found Smerteinfo valuable. The results suggest attention towards spreading knowledge of the website to general practitioners, who could introduce the site at an earlier stage of illness. Continuously improving the site and expand the applicable tools based on scientific evidence and in collaboration with end-users are crucial to ensure the usability of the website in the future.</p>","PeriodicalId":47407,"journal":{"name":"Scandinavian Journal of Pain","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2023-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10238865","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
Does lumbar spinal decompression or fusion surgery influence outcome parameters in patients with intrathecal morphine treatment for persistent spinal pain syndrome type 2 (PSPS-T2). 腰椎减压或融合术是否会影响鞘内吗啡治疗2型持续性脊髓疼痛综合征(PSPS-T2)患者的疗效参数。
IF 1.6 Q2 Medicine Pub Date : 2023-09-06 Print Date: 2023-10-26 DOI: 10.1515/sjpain-2023-0042
Frank Patrick Schwarm, Raza Rehman, Jasmin Nagl, Hanna Gött, Eberhard Uhl, Malgorzata Anna Kolodziej

Objectives: Intrathecal morphine pump (ITMP) infusion therapy is efficient in managing chronic pain refractory to standard treatment. This study evaluates pain relief and improvement of quality of life in chronic pain patients after intrathecal morphine pump implantation for treatment of persistent pain after lumbar spinal fusion surgery and lumbar spinal decompression alone.

Methods: Forty three chronic pain patients that received an ITMP at our department between 2009 and 2019 were retrospectively analyzed divided into 2 cohorts (lumbar spinal fusion surgery and lumbar spinal decompression alone). Pain intensity was evaluated using the numeric rating scale (NRS), quality of life was assessed by EQ-5D-3L, mental health was assessed by Beck Depression Inventory (BDI-V), and Pain Catastrophizing Scale (PCS). Morphine dosage was assessed over time. Data was collected preoperatively, 6 and 24 months postoperatively. Statistical analysis was performed using Friedman's analysis of variance to evaluate the development of NRS, PCS, BDI and EQ-5D-3L over time and Mann-Whitney-U-test for the differences between these parameters in the different cohorts. A two-sided p-value <0.05 was considered statistically significant.

Results: Median age was 64 years (IQR25-75 56-71 years). NRS, EQ-5D-3L, BDI-V, and PCS showed a significant overall improvement after 6 and 24 months compared to baseline data (p<0.001). No statistically significant differences between patients with lumbar spinal fusion surgery and lumbar spinal decompression alone were seen. Furthermore, no statistically significant differences for age and gender were seen. The initially administered median morphine dosage was significantly higher in the fusion group (3.0 mg/day; IQR25-75 1.5-4.2 mg/day) compared to the decompression-alone group (1.5 mg/day; IQR25-75 1.0-2.6 mg/day); (p=0.027).

Conclusions: This retrospective study showed that ITMP have a major long-term impact on pain relief, improve the quality of life, psychological distress, as well as pain catastrophizing in patients with chronic pain following lumbar spinal surgery independent of the previous surgical procedure. After ITMP implantation initial median morphine dosage seems to be significantly higher after spinal fusion compared to decompressive surgery alone.

目的:鞘内吗啡泵(ITMP)输注治疗是治疗标准治疗难治性慢性疼痛的有效方法。本研究评估了鞘内吗啡泵植入治疗腰椎融合术和单纯腰椎减压后持续疼痛的慢性疼痛患者的疼痛缓解和生活质量的改善。方法:对2009年至2019年间在我科接受ITMP治疗的43名慢性疼痛患者进行回顾性分析,分为2组(腰椎融合术和单纯腰椎减压)。使用数字评定量表(NRS)评估疼痛强度,使用EQ-5D-3L评估生活质量,使用Beck抑郁量表(BDI-V)和疼痛灾难量表(PCS)评估心理健康。吗啡的剂量是随着时间的推移而评估的。术前、术后6个月和24个月收集数据。使用Friedman方差分析进行统计分析,以评估NRS、PCS、BDI和EQ-5D-3L随时间的发展,并对不同队列中这些参数之间的差异进行Mann-Whiteney-U-test。双侧p值结果:中位年龄为64岁(IQR25-75 56-71岁)。与基线数据相比,NRS、EQ-5D-3L、BDI-V和PCS在6个月和24个月后显示出显著的总体改善(p25-75 1.5-4.2 mg/天)与单独减压组(1.5 mg/天;IQR25-75 1.0-2.6 mg/天);(p=0.027)。结论:这项回顾性研究表明,ITMP对腰椎手术后的慢性疼痛患者的疼痛缓解、生活质量改善、心理困扰以及疼痛灾难性发作具有重大的长期影响,与之前的手术无关。ITMP植入后,与单独减压手术相比,脊柱融合后的初始吗啡中位剂量似乎显著更高。
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引用次数: 0
Development of a binary classifier model from extended facial codes toward video-based pain recognition in cancer patients. 从扩展面部代码到癌症患者基于视频的疼痛识别的二元分类器模型的开发。
IF 1.6 Q2 Medicine Pub Date : 2023-09-05 Print Date: 2023-10-26 DOI: 10.1515/sjpain-2023-0011
Marco Cascella, Vincenzo Norman Vitale, Fabio Mariani, Manuel Iuorio, Francesco Cutugno

Objectives: The Automatic Pain Assessment (APA) relies on the exploitation of objective methods to evaluate the severity of pain and other pain-related characteristics. Facial expressions are the most investigated pain behavior features for APA. We constructed a binary classifier model for discriminating between the absence and presence of pain through video analysis.

Methods: A brief interview lasting approximately two-minute was conducted with cancer patients, and video recordings were taken during the session. The Delaware Pain Database and UNBC-McMaster Shoulder Pain dataset were used for training. A set of 17 Action Units (AUs) was adopted. For each image, the OpenFace toolkit was used to extract the considered AUs. The collected data were grouped and split into train and test sets: 80 % of the data was used as a training set and the remaining 20 % as the validation set. For continuous estimation, the entire patient video with frame prediction values of 0 (no pain) or 1 (pain), was imported into an annotator (ELAN 6.4). The developed Neural Network classifier consists of two dense layers. The first layer contains 17 nodes associated with the facial AUs extracted by OpenFace for each image. The output layer is a classification label of "pain" (1) or "no pain" (0).

Results: The classifier obtained an accuracy of ∼94 % after about 400 training epochs. The Area Under the ROC curve (AUROC) value was approximately 0.98.

Conclusions: This study demonstrated that the use of a binary classifier model developed from selected AUs can be an effective tool for evaluating cancer pain. The implementation of an APA classifier can be useful for detecting potential pain fluctuations. In the context of APA research, further investigations are necessary to refine the process and particularly to combine this data with multi-parameter analyses such as speech analysis, text analysis, and data obtained from physiological parameters.

目的:自动疼痛评估(APA)依赖于使用客观的方法来评估疼痛的严重程度和其他疼痛相关特征。面部表情是APA研究最多的疼痛行为特征。我们构建了一个二元分类器模型,通过视频分析来区分疼痛的存在与否。方法:对癌症患者进行约两分钟的简短访谈,并在访谈过程中进行录像。Delaware疼痛数据库和UNBC McMaster肩部疼痛数据集用于训练。通过了一套17个行动单位。对于每个图像,使用OpenFace工具包来提取所考虑的AU。收集的数据被分组并分为训练集和测试集:80 % 其中的数据被用作训练集,其余20个数据 % 作为验证集。为了进行连续估计,将帧预测值为0(无疼痛)或1(疼痛)的整个患者视频导入注释器(ELAN 6.4)。开发的神经网络分类器由两个密集层组成。第一层包含与OpenFace为每个图像提取的面部AU相关联的17个节点。输出层是“疼痛”(1)或“无疼痛”(0)的分类标签。结果:分类器获得了~94的准确度 % 经过大约400个训练时期。ROC曲线下面积(AUROC)值约为0.98。结论:本研究表明,使用从所选AU开发的二元分类器模型可以作为评估癌症疼痛的有效工具。APA分类器的实现可用于检测潜在的疼痛波动。在APA研究的背景下,有必要进行进一步的研究,以完善这一过程,特别是将这些数据与多参数分析相结合,如语音分析、文本分析和从生理参数中获得的数据。
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引用次数: 0
Oxaliplatin causes increased offset analgesia during chemotherapy - a feasibility study. 奥沙利铂在化疗期间引起抵消性镇痛增加——一项可行性研究。
IF 1.6 Q2 Medicine Pub Date : 2023-08-21 Print Date: 2023-10-26 DOI: 10.1515/sjpain-2023-0037
Carsten Dahl Mørch, Joanna E Szpejewska, Laurids Ø Poulsen, Mette Nyholm Yilmaz, Ursula G Falkmer, Lars Arendt-Nielsen

Objectives: Offset analgesia (OA) is the phenomenon where the perceived pain intensity to heat stimulation disproportionally decreases after a slight decrease in stimulation temperature. The neural mechanisms of OA are not fully understood, but it appears that both peripheral and central temporal filtering properties are involved. Chemotherapy with oxaliplatin often causes acute peripheral sensory neuropathy, and manifests primarily as a cold induced allodynia. The aim of this exploratory patient study was to investigate if OA was affected by the neurotoxic effects of adjuvant oxaliplatin treatment.

Methods: OA was assessed in 17 colon cancer patients during 12 cycles of adjuvant oxaliplatin treatment. The OA response was estimated as the decrease in pain intensity caused by a temperature decrease from 46 °C to 45 °C. Changes in the OA during the treatment period was estimated using a mixed linear model and corrected for multiple comparisons by Sidak's test.

Results: OA was increased significantly when assessed before the 2nd, 3rd, 5th, 6th, 9th, and 10th treatment cycle compared to the first (baseline) treatment (p<0.05).

Conclusions: OA is generally decreased in persons suffering from chronic pain or peripheral neuropathy as compared to healthy controls. But in the present study, OA increased during chemotherapy with oxaliplatin. The underlying mechanism of this unexpected increase should be further explored.

目的:偏移镇痛(OA)是指在刺激温度略有降低后,对热刺激的感知疼痛强度不成比例地降低的现象。OA的神经机制尚不完全清楚,但似乎涉及外围和中心时间滤波特性。奥沙利铂化疗经常引起急性周围感觉神经病变,主要表现为感冒引起的异常性疼痛。这项探索性患者研究的目的是调查OA是否受到奥沙利铂辅助治疗的神经毒性影响。方法:对17例癌症患者在奥沙利铂辅助治疗的12个周期内进行OA评估。OA反应被估计为温度从46下降引起的疼痛强度下降 °C至45 °C。使用混合线性模型估计治疗期间OA的变化,并通过Sidak检验进行多重比较校正。结果:OA在术后第2、3、5、6、9、10、10、11、12、12、13、13、14、14、15、15、16、16、17、18、18、19、18、21、21、22、21、23、21、24、21、25、,与第一次(基线)治疗相比,第10个治疗周期(P结论:与健康对照组相比,患有慢性疼痛或周围神经病变的人的OA通常会降低。但在本研究中,奥沙利铂化疗期间OA增加。这种意外增加的潜在机制应进一步探讨。
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引用次数: 0
Is there a geographic and gender divide in Europe regarding the biopsychosocial approach to pain research? An evaluation of the 12th EFIC congress. 欧洲在疼痛研究的生物心理社会方法方面是否存在地理和性别差异?EFIC第12届大会评估。
IF 1.6 Q2 Medicine Pub Date : 2023-07-25 Print Date: 2023-10-26 DOI: 10.1515/sjpain-2023-0045
Meghan A Koop, Andrea C Benson, Michiel F Reneman, Gwendolyne G M Scholten-Peeters, Michel W Coppieters

Objectives: All pain research combined advances the different domains of the biopsychosocial model and its interactions. However, there may be discrepancies between individual countries in their biomedical, psychological or social focus to pain research. As a proxy for this possible discrepancy, we analysed the biopsychosocial orientation of presentations at a recent major international pain conference.

Methods: The primary aim was to investigate whether there are geographical differences across Europe regarding the biopsychosocial orientation of workshop presentations at the 12th EFIC congress. The secondary aim was to investigate whether there were differences between female and male presenters regarding the biopsychosocial focus of their presentations. All available workshop abstracts were blinded and categorised by two independent reviewers as biomedical, psychosocial, biopsychosocial, or not applicable. Psychosocial and biopsychosocial were merged to non-biomedical.

Results: Of the 140 available abstracts, 126 abstracts could be categorised (biomedical: 51 %; non-biomedical: 49 %). Three clusters of countries emerged: (1) countries with a clear majority (≥80 %) of non-biomedical presentations (The Netherlands and Belgium); (2) countries with a balance between biomedical and non-biomedical presentations (United Kingdom, Denmark, Norway, Sweden and Finland); and (3) countries with a clear majority (71-100 %) of biomedical presentations (Italy, Germany, Switzerland and France). Overall, women delivered more presentations than men (70 vs. 56 presentations), and delivered proportionally more non-biomedical presentations (57 %) whereas men delivered proportionally more biomedical presentations (61 %).

Conclusions: Analysis of the 12th EFIC congress revealed geographical and gender differences in biopsychosocial orientation. Whether this reflects established differences in pain research requires further investigation.

目的:所有疼痛研究的结合推进了生物心理社会模型的不同领域及其相互作用。然而,各个国家对疼痛研究的生物医学、心理或社会关注可能存在差异。作为这种可能差异的代表,我们分析了最近一次大型国际疼痛会议上演讲的生物心理社会取向。方法:主要目的是调查欧洲各地在第12届EFIC大会上研讨会演讲的生物心理社会取向方面是否存在地理差异。第二个目的是调查女性和男性演讲者在演讲的生物心理社会焦点方面是否存在差异。两位独立评审员对所有可用的研讨会摘要进行了盲法分析,并将其分类为生物医学、心理社会、生物心理社会或不适用。结果:在140篇可用摘要中,126篇摘要可以分类(生物医学:51篇 %; 非生物医学:49 %). 出现了三组国家:(1)明显多数(≥80)的国家 %) 非生物医学专题介绍(荷兰和比利时);(2) 在生物医学和非生物医学专题介绍之间取得平衡的国家(联合王国、丹麦、挪威、瑞典和芬兰);和(3)明显占多数的国家(71-100 %) 生物医学专题介绍(意大利、德国、瑞士和法国)。总体而言,女性的演讲次数比男性多(70次对56次),非生物医学演讲次数也相应增加(57次 %) 而男性在生物医学方面的发言比例更高(61 %).结论:对第12届EFIC大会的分析揭示了生物心理社会取向的地理和性别差异。这是否反映了疼痛研究中的既定差异,还需要进一步调查。
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引用次数: 0
Impact of antidepressant medication on the analgetic effect of repetitive transcranial magnetic stimulation treatment of neuropathic pain. Preliminary findings from a registry study. 抗抑郁药物对重复经颅磁刺激治疗神经性疼痛镇痛效果的影响。注册研究的初步结果。
IF 1.6 Q2 Medicine Pub Date : 2023-07-18 Print Date: 2023-10-26 DOI: 10.1515/sjpain-2023-0021
Anu Holm, Tage Orenius, Nina Karttunen, Leena Ristolainen, Hannu Kautiainen, Heikki Hurri

Objectives: Repetitive transcranial magnetic stimulation (rTMS) has been found to be effective in chronic neuropathic pain conditions. However, information about the combined effects of rTMS and antidepressant treatment is scarce. We studied the outcome of rTMS and concurrent antidepressant treatment in patients with neuropathic pain.

Methods: In this retrospective, real-world study, 34 patients with neuropathic pain, who were considered resistant or not benefitting from conventional treatment, received rTMS treatment between 2017 and 2020. Pain-related factors were measured using the Numerical Rating Scale (NRS), Global Impression of Change (GIC), and Beck Depression Inventory.

Results: A decrease in pain intensity and pain interference assessed with NRS was observed after 10 treatment sessions in 16 patients. The impression of change was positive in 20 patients. Half of the patients (n=17) used antidepressant medication, while half (n=17) did not. A concurrent use of antidepressants with therapeutic rTMS was significantly linked with less pain intensity relief when compared with the nonuse of antidepressants (p=0.019). The impression of change was significantly in favor of the antidepressant nonuser group (p=0.002). No group differences in pain interference were found between the groups.

Conclusions: Therapeutic rTMS for neuropathic pain is plausibly sensitive to interference with antidepressant medication. The exact mechanism of our findings remains to be elucidated; confirmatory studies are warranted.

目的:重复性经颅磁刺激(rTMS)已被发现对慢性神经性疼痛有效。然而,关于rTMS和抗抑郁药治疗的联合作用的信息很少。我们研究了rTMS和同时使用抗抑郁药治疗神经性疼痛患者的结果。方法:在这项回顾性的真实世界研究中,34名被认为对常规治疗有抵抗力或没有获益的神经性疼痛患者在2017年至2020年间接受了rTMS治疗。使用数值评定量表(NRS)、整体变化印象(GIC)和贝克抑郁量表测量疼痛相关因素。结果:16名患者在10次治疗后,观察到NRS评估的疼痛强度和疼痛干扰降低。20例患者的变化印象为阳性。一半的患者(n=17)使用了抗抑郁药物,而一半的患者没有。与不使用抗抑郁药相比,同时使用抗抑郁药物和治疗性rTMS与减轻疼痛强度显著相关(p=0.019)。变化的印象明显有利于不使用抗忧郁药的组(p=0.002)。两组之间在疼痛干扰方面没有发现组间差异。结论:治疗神经性疼痛的rTMS似乎对抗抑郁药物的干扰敏感。我们发现的确切机制还有待阐明;验证性研究是有必要的。
{"title":"Impact of antidepressant medication on the analgetic effect of repetitive transcranial magnetic stimulation treatment of neuropathic pain. Preliminary findings from a registry study.","authors":"Anu Holm, Tage Orenius, Nina Karttunen, Leena Ristolainen, Hannu Kautiainen, Heikki Hurri","doi":"10.1515/sjpain-2023-0021","DOIUrl":"10.1515/sjpain-2023-0021","url":null,"abstract":"<p><strong>Objectives: </strong>Repetitive transcranial magnetic stimulation (rTMS) has been found to be effective in chronic neuropathic pain conditions. However, information about the combined effects of rTMS and antidepressant treatment is scarce. We studied the outcome of rTMS and concurrent antidepressant treatment in patients with neuropathic pain.</p><p><strong>Methods: </strong>In this retrospective, real-world study, 34 patients with neuropathic pain, who were considered resistant or not benefitting from conventional treatment, received rTMS treatment between 2017 and 2020. Pain-related factors were measured using the Numerical Rating Scale (NRS), Global Impression of Change (GIC), and Beck Depression Inventory.</p><p><strong>Results: </strong>A decrease in pain intensity and pain interference assessed with NRS was observed after 10 treatment sessions in 16 patients. The impression of change was positive in 20 patients. Half of the patients (n=17) used antidepressant medication, while half (n=17) did not. A concurrent use of antidepressants with therapeutic rTMS was significantly linked with less pain intensity relief when compared with the nonuse of antidepressants (p=0.019). The impression of change was significantly in favor of the antidepressant nonuser group (p=0.002). No group differences in pain interference were found between the groups.</p><p><strong>Conclusions: </strong>Therapeutic rTMS for neuropathic pain is plausibly sensitive to interference with antidepressant medication. The exact mechanism of our findings remains to be elucidated; confirmatory studies are warranted.</p>","PeriodicalId":47407,"journal":{"name":"Scandinavian Journal of Pain","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2023-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9817244","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
Scandinavian Journal of Pain
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