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Effect of patient marijuana use on perioperative opioid requirements. 患者使用大麻对围手术期阿片类药物需求的影响。
Q3 Medicine Pub Date : 2025-09-01 DOI: 10.5055/jom.0935
Joseph Pitts, Madeline Henry, Huaqing Zhao, Karuna Puttur Rajkumar, Ellen Hauck, Jon Livelsberger

The effect of chronic marijuana use on patients is unknown, including in the surgical setting. Marijuana produces many effects on the body, which should be considered when providing medical care. Chronic marijuana use may affect surgical opioid requirements. To explore this possibility, an observational study was completed by conducting a retrospective chart review of patients who underwent surgery with general anesthesia. Patients were identified in the electronic medical record via self-reporting as marijuana users (users) or nonmarijuana users (nonusers). Users and nonusers were case-matched based on age, gender, weight, and procedure. After case matching, 570 patients' charts were analyzed, and intraoperative opioid, intraoperative propofol, and post-anesthesia care unit opioid requirements were compared. Marijuana users required less intraoperative opioids (mean [standard deviation (SD)] 27.2 [20.5] morphine milligram equivalents [MMEs]) compared to those who were marijuana nonusers (31.3 [22.1] MME). These results show a statistically significant difference in the intraoperative opioid requirement between case-matched users and nonusers (p = 0.02), with p = 0.013 after statistical adjustment for racial differences between the marijuana user and nonuser cohorts. Users and nonusers required similar amounts of intraoperative propofol (242.2 [220.2] and 257.8 [250.9], respectively) and post-operative opioids (7.3 [6.0] and 8.0 [9.0], respectively). The differences in intraoperative propofol and post-operative opioid requirements were not different statistically with p-values of 0.43 and 0.31, respectively. Based on this study population, marijuana users required less intraoperative opioids when compared to case-matched marijuana nonusers, with no difference in intraoperative propofol or post-operative opioid requirements. Perspective: Typical preoperative screening includes queries about patient substance use including marijuana, but details such as frequency and length of use are infrequently asked. The addition of these details to the assessment may provide improved understanding of a patient's surgical opioid requirements.

长期使用大麻对患者的影响尚不清楚,包括在手术环境中。大麻对身体有很多影响,在提供医疗护理时应该考虑到这一点。长期使用大麻可能会影响手术对阿片类药物的需求。为了探索这种可能性,一项观察性研究通过对接受全身麻醉手术的患者进行回顾性图表回顾来完成。患者通过自我报告在电子病历中被确定为大麻使用者(使用者)或非大麻使用者(非使用者)。使用者和非使用者根据年龄、性别、体重和手术进行病例匹配。病例匹配后,分析570例患者的图表,并比较术中阿片类药物、术中异丙酚和麻醉后护理单位阿片类药物需求。与非大麻使用者(31.3 [22.1]MME)相比,大麻使用者术中需要较少的阿片类药物(平均[标准差(SD)] 27.2[20.5]吗啡毫克当量[MME])。这些结果显示,病例匹配的使用者和非使用者之间术中阿片类药物需求有统计学意义(p = 0.02),在统计调整大麻使用者和非使用者之间的种族差异后,p = 0.013。使用者和非使用者术中丙泊酚用量(分别为242.2[220.2]和257.8[250.9])和术后阿片类药物用量(分别为7.3[6.0]和8.0[9.0])相似。术中异丙酚与术后阿片类药物需求差异无统计学意义,p值分别为0.43和0.31。基于该研究人群,与病例匹配的非大麻使用者相比,大麻使用者术中需要的阿片类药物较少,术中异丙酚或术后阿片类药物需求没有差异。观点:典型的术前筛查包括询问患者药物使用情况,包括大麻,但很少询问使用频率和使用时间等细节。将这些细节添加到评估中可以更好地了解患者的手术阿片类药物需求。
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引用次数: 0
Feedback control systems could revolutionize the administration of prescription opioids. 反馈控制系统可以彻底改变处方阿片类药物的管理。
Q3 Medicine Pub Date : 2025-09-01 DOI: 10.5055/jom.0946
Matthew Lucci, Ashley Dixon, Kyle Walker

Opioids pose significant risks of addiction due to the cyclical nature of serum opiate concentration associated with traditional dosing methods. Emerging technologies, including closed-loop feedback control systems, offer a promising solution by enabling dynamic, real-time microdosing that minimizes fluctuations in drug levels and reduces the risk of dependency. Drawing on advancements in biosensors and feedback systems used in other medical applications, these innovations could revolutionize pain management, potentially reducing opioid addiction rates by up to 87 percent compared to current oral administration methods.

由于与传统给药方法相关的血清阿片类药物浓度的周期性,阿片类药物构成严重的成瘾风险。包括闭环反馈控制系统在内的新兴技术提供了一种很有前景的解决方案,实现了动态、实时的微给药,最大限度地减少了药物水平的波动,降低了依赖的风险。利用生物传感器和其他医疗应用中使用的反馈系统的进步,这些创新可能会彻底改变疼痛管理,与目前的口服给药方法相比,有可能将阿片类药物成瘾率降低高达87%。
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引用次数: 0
Intraoperative use of intrathecal methadone: Evaluation of perioperative analgesia, effectiveness and safety: A systematic review and analysis of the feasibility of its use. 术中使用鞘内美沙酮:围术期镇痛、有效性和安全性的评价:系统回顾和分析其使用的可行性。
Q3 Medicine Pub Date : 2025-09-01 DOI: 10.5055/jom.0952
Carlos Ramírez-Paesano, Andrés Valente-Rivero, Eloymar Rivero-Novoa, Yerlin Andrés Colina-Vargas, Josep Rodiera-Olive

Introduction: Intravenous methadone has shown an opioid-sparing effect in high-risk surgeries. It was hypothesized that intrathecal methadone might provide better effects than intravenous administration due to a direct action on the spinal cord.

Main objective: To search the currently published literature on the intraoperative use of intrathecal methadone in humans, a systematic review was conducted.

Design: Studies from PubMed, Scopus, OVID, EMBASE, LILACS, Google Scholar, ELSERVIER, REDALYC, SciELO, Europe PubMed Central, and the Cochrane Library were searched from 1980 to June 2024. Search terms included "intrathecal methadone or spinal methadone," "methadone and spinal anesthesia," "spinal anesthesia," "intraoperative period," and "perioperative period." Randomized controlled trials (RCTs) published in English and Spanish involving human participants were considered.

Main outcome: The quality of post-operative analgesia measured by the Visual Analog Scale (VAS).

Secondary outcomes: Time to first opioid analgesic rescue, post-operative daily needs of morphine equivalents, and side effects.

Results: Forty-one articles were identified. Good agreement intra- and intergroup was found. Four full-text articles met the inclusion criteria. Quality assessment showed an overall low to "some concern" risk of bias. Intrathecal methadone 5-10 mg provided post-operative pain for about 6 hours (VAS average of 2.4/10) after knee and hip replacements, urological, and gynecological surgeries showing minimal side effects. Twenty milligram of intrathecal methadone can produce remarkable side effects. Intrathecal morphine at 0.5-1.0 mg showed significantly lower VAS levels during the 24 hours post-operatively (p < 0.05) but showed more side effects. Intrathecal anesthesia with methadone as adjuvant showed a longer analgesic effect than fentanyl, and better effect than placebo, without differences in side effects (p < 0.05).

Conclusions: Due to the limited sample size and the small number of selected RCTs showing significant methodological differences, a meta-analysis could not be completed. Therefore, overall statistical significance was not established between the four studies, and there is not enough evidence to give recommendations. Further research is needed to evaluate whether the doses found in this review retain comparable efficacy and safety profiles in a broader range of patient cohorts. In the reviewed literature, no objective or conclusive evidence of neurotoxicity was found from the use of a single dose of perioperative intrathecal methadone.

简介:静脉注射美沙酮在高危手术中显示出阿片类药物节约作用。假设鞘内注射美沙酮可能比静脉注射效果更好,因为它直接作用于脊髓。主要目的:检索目前发表的关于人类术中鞘内使用美沙酮的文献,进行系统综述。设计:从1980年至2024年6月检索PubMed、Scopus、OVID、EMBASE、LILACS、谷歌Scholar、ELSERVIER、REDALYC、SciELO、european PubMed Central和Cochrane Library的研究。搜索词包括“鞘内美沙酮或脊髓美沙酮”、“美沙酮与脊髓麻醉”、“脊髓麻醉”、“术中”和“围手术期”。随机对照试验(RCTs)发表在英语和西班牙语涉及人类参与者。主要观察指标:采用视觉模拟评分法(VAS)评价术后镇痛质量。次要结局:到第一次阿片类镇痛救援的时间,术后每日吗啡当量需求和副作用。结果:共鉴定出41篇。小组内部和小组间均有良好的一致性。四篇全文文章符合纳入标准。质量评估显示总体偏倚风险低至“一些关注”。鞘内美沙酮5-10 mg可在膝关节和髋关节置换术、泌尿科和妇科手术后提供约6小时的术后疼痛(VAS平均为2.4/10),副作用最小。鞘内注射20毫克的美沙酮会产生明显的副作用。0.5 ~ 1.0 mg鞘内吗啡组术后24 h VAS水平明显降低(p < 0.05),但不良反应较多。美沙酮辅助鞘内麻醉镇痛效果长于芬太尼,优于安慰剂,副作用差异无统计学意义(p < 0.05)。结论:由于样本量有限,且所选rct数量较少,方法学差异显著,因此无法完成meta分析。因此,四项研究之间没有建立整体的统计学显著性,没有足够的证据给出建议。需要进一步的研究来评估本综述中发现的剂量是否在更大范围的患者队列中保持相当的疗效和安全性。在文献综述中,没有发现围手术期使用单剂量鞘内美沙酮有神经毒性的客观或确凿证据。
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引用次数: 0
Comparison of parenteral fentanyl and morphine infusion in chronic cancer pain management: Parenteral opioid treatment for cancer pain. 静脉注射芬太尼和吗啡治疗慢性癌性疼痛的比较:阿片类药物治疗癌性疼痛。
Q3 Medicine Pub Date : 2025-09-01 DOI: 10.5055/jom.0951
Nigar Kangarli, Osman Ekinci

Background: The World Health Organization pain ladder treatment is recognized as the gold standard for moderate and severe chronic cancer pain palliation in hospitalized patients. The third step of this treatment includes powerful opioid agents, which in our case are morphine and fentanyl.

Methods: The primary purpose of our study is to measure pain symptom relief by evaluating the pain scores after intravenous continuous infusion of these opioids in palliative care unit to ensure pain control of the patients. Our second main goal is to compare the morphine equivalent dose (MED) administered to both groups within 72 hours. Our study aimed to compare the frequency of side effects in both groups within 72 hours. The prospective observational study included 67 patients, who included inclusion and exclusion criteria. In respect of the opioid being infused, patients were distributed into Fentanyl (n = 33) and Morphine (n = 34) groups. Patients who were admitted to the palliative care unit were administered a continuous intravenous infusion of morphine or fentanyl. Continuous infusion was administered for 3 days in the hospital. An elastomeric intravenous pump was used for infusion. Taking into account the opioid agents and their doses, consumed by the patient prior to hospital admission, equal doses were calculated for both fentanyl and morphine consumers. For the management of breakthrough pain, 5-15 percent of the daily opioid dose was administered in both groups. Daily pain scores, breakthrough pain scores, basal infusion doses, breakthrough pain doses, laboratory tests, and hemodynamic parameters of the patients were recorded.

Results: Total opioid dose as well as MED and visual analogue scale/numerical rating scale (VAS/NRS) reduction was statistically lower in the fentanyl group (p: 0.000; p < 0.05). There was no significant difference in terms of adverse effects.

Conclusion: The study demonstrates that the total consumption of opioids is approximately 70 times higher in the morphine group. The total MED in the fentanyl group is seven times lower than that in the morphine group. Thus, we suggest parenteral administration of fentanyl as a more advantageous alternative to morphine, and we believe that larger, randomized prospective research studies should be conducted on this subject.

背景:世界卫生组织疼痛阶梯治疗被公认为住院患者中重度慢性癌症疼痛缓解的金标准。这种治疗的第三步包括强效阿片类药物,在我们的病例中是吗啡和芬太尼。方法:我们研究的主要目的是通过评估姑息治疗单元静脉持续输注这些阿片类药物后的疼痛评分来衡量疼痛症状的缓解程度,以确保患者的疼痛得到控制。我们的第二个主要目标是比较两组在72小时内给予的吗啡当量剂量(MED)。我们的研究旨在比较两组患者在72小时内出现副作用的频率。前瞻性观察性研究纳入67例患者,纳入标准和排除标准。输注阿片类药物将患者分为芬太尼组(n = 33)和吗啡组(n = 34)。住进姑息治疗病房的病人被连续静脉输注吗啡或芬太尼。在医院连续输液3天。采用弹性静脉泵进行输注。考虑到患者入院前消耗的阿片类药物及其剂量,芬太尼和吗啡消费者的剂量相等。对于突破性疼痛的治疗,两组均给予5- 15%的每日阿片类药物剂量。记录患者的每日疼痛评分、突破疼痛评分、基础注射剂量、突破疼痛剂量、实验室检查和血流动力学参数。结果:芬太尼组阿片类药物总剂量及MED、视觉模拟评分/数值评定量表(VAS/NRS)的降低有统计学意义(p: 0.000; p < 0.05)。两组在不良反应方面无显著差异。结论:研究表明吗啡组阿片类药物的总消费量约为吗啡组的70倍。芬太尼组总MED比吗啡组低7倍。因此,我们建议静脉注射芬太尼作为吗啡更有利的替代品,我们认为应该对这一主题进行更大规模的随机前瞻性研究。
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引用次数: 0
The future of opioids…more of the same…but maybe it includes GLPs and GIPs! 阿片类药物的未来…更多的是相同的…但也许它包括glp和gip !
Q3 Medicine Pub Date : 2025-09-01 DOI: 10.5055/jom.0965
Richard A DeVito
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引用次数: 0
Buprenorphine prescribing comfort level among family medicine providers post MAT and MATE Acts. 家庭医疗提供者在MAT和MATE法案后的丁丙诺啡处方舒适度。
Q3 Medicine Pub Date : 2025-09-01 DOI: 10.5055/jom.0936
Benjamin Lai, Jonathan Good, Jason O'Grady, David Rushlow

Objective: To evaluate the percentage of family medicine providers in our institution on completing the 8-hour required training on opioid and substance use disorders 14 months after introduction of the Medication Access and Training Expansion (MATE) Act and to evaluate buprenorphine prescribing attitudes.

Design/setting: An anonymized survey was electronically sent to all family medicine providers in a single institution in Minnesota, spanning five outpatient and two express care clinics. Survey was deployed for 2 weeks, August 26-September 8, 2024.

Outcome measures: Provider completion of MATE Act training and comfort level in prescribing buprenorphine for opioid use disorder (OUD).

Results: A total of 41 out of 127 providers completed the survey (31.5 percent). Although 76 percent respondents completed the training, only half felt comfortable seeing patients with OUD on buprenorphine, writing a bridge prescription, or initiating buprenorphine.

Conclusions: Findings suggest that elimination of the x-waiver and enactment of required training are insufficient to positively affect buprenorphine prescribing comfort level.

目的:评估我院家庭医疗服务提供者在实施《药物获取和培训扩展法案》(MATE) 14个月后完成8小时阿片类药物和物质使用障碍培训的百分比,并评估丁丙诺啡的处方态度。设计/设置:一份匿名调查以电子方式发送给明尼苏达州一家机构的所有家庭医疗服务提供者,涵盖五个门诊和两个快速护理诊所。调查部署了2周,从2024年8月26日至9月8日。结果测量:提供者完成MATE法案培训和开具丁丙诺啡治疗阿片类药物使用障碍(OUD)的舒适度。结果:127名医疗服务提供者中有41名完成了调查(31.5%)。虽然76%的受访者完成了培训,但只有一半的人对看到服用丁丙诺啡的OUD患者、开过桥处方或开始服用丁丙诺啡感到舒服。结论:研究结果表明,取消x-豁免和制定必要的培训不足以积极影响丁丙诺啡的处方舒适度。
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引用次数: 0
Could Artificial Intelligence help in predicting opioid use disorders? All that glitters is not gold. 人工智能能帮助预测阿片类药物使用障碍吗?闪光的未必都是金子。
Q3 Medicine Pub Date : 2025-09-01 DOI: 10.5055/jom.0920
Marco Cascella
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引用次数: 0
Oliceridine: Examining the clinical evidence, pharmacology, and contested mechanism of action of the first FDA-approved biased opioid agonist. 奥利啶:检查临床证据,药理学,和有争议的作用机制的第一个fda批准的偏置阿片类激动剂。
Q3 Medicine Pub Date : 2025-09-01 DOI: 10.5055/jom.0958
Eric Ernest Prommer

Oliceridine is the first Food and Drug Administration-approved biased opioid agonist, approved in 2020 for managing moderate to severe acute pain in adults in controlled clinical settings. The advantages of the drug are its potency and decreased opioid-related adverse effects compared to morphine. The rationale for its potency, and especially the decreased adverse effects, is its purported preferential G protein signaling over β-arrestin recruitment, favoring less opioid-related adverse effects. Further research has led to questions as to the actual mechanism of action of the drug, leading to additional questions about whether it is a genuinely biased opioid agonist. This paper examines the mechanism of action, pharmacology, adverse effects, and clinical evidence accumulated to date regarding its effectiveness as a potent analgesic.

Oliceridine是美国食品和药物管理局(fda)于2020年批准的首个偏置阿片类激动剂,用于在对照临床环境中治疗成人中度至重度急性疼痛。与吗啡相比,该药物的优点是其效力和减少阿片类药物相关的不良反应。其效力的基本原理,特别是减少的不良反应,是其声称优于β-抑制蛋白募集的G蛋白信号传导,有利于减少阿片类药物相关的不良反应。进一步的研究对该药物的实际作用机制提出了疑问,从而引发了关于它是否是一种真正有偏见的阿片类激动剂的更多问题。本文考察了其作用机制、药理学、不良反应以及迄今为止积累的关于其作为一种有效镇痛药的有效性的临床证据。
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引用次数: 0
Prevalence and risk factors for persistent opioid use after thoracic surgery: A retrospective cohort study in a prefecture of Japan. 胸外科手术后持续使用阿片类药物的患病率和危险因素:日本某县的回顾性队列研究。
Q3 Medicine Pub Date : 2025-07-01 DOI: 10.5055/jom.0930
Ryota Yokoyama, Masao Iwagami, Kensuke Shimada, Chitose Kawamura, Jun Komiyama, Yuta Taniguchi, Ai Suzuki, Takehiro Sugiyama, Shinichi Inomata, Nanako Tamiya

Objective: Thoracic surgery is known to lead to post-operative opioid dependence in countries with high opioid consumption; however, there are limited reports from countries with moderate to low opioid consumption, such as Japan. This study aimed to investigate the prevalence and risk factors for persistent opioid use after thoracic surgery in Japan.

Design: A retrospective cohort study using linked medical claims data from the National Health Insurance in Ibaraki Prefecture, Japan.

Patients: Patients aged ≥18 who underwent thoracic (mediastinal or lung) surgery between October 2012 and September 2021 were included in this study.

Main outcome measures: Persistent opioid use was defined as prescription from 0 to 14 days after surgery and 91 to 180 days after surgery. We evaluated associated factors using multivariable logistic regressions.

Results: Among the 6,041 patients who underwent thoracic surgery during the study period, 3,924 were included in the final analysis. The median age was 68 years (range, 64-71 years), and 2,316 (61.0 percent) were male. Persistent opioid use was recorded in 130 (3.3 percent). Multivariable analyses identified neoadjuvant therapy (chemotherapy or radiotherapy) (odds ratio [OR], 2.02; 95 percent confidence interval [CI], 1.09-3.77; p = 0.027) and thoracotomy (vs video-assisted thoracoscopic surgery) (OR, 1.50; 95 percent CI, 1.01-2.24; p = 0.046) as independent risk factors for persistent opioid use.

Conclusions: In a prefecture of Japan, 3.3 percent of patients who underwent thoracic surgery developed persistent opioid use. Neoadjuvant therapy (chemotherapy or radiotherapy) and thoracotomy were independent factors associated with persistent opioid use. Individualized perioperative pain management strategies should be considered for high-risk patients.

目的:众所周知,在阿片类药物消费高的国家,胸外科手术会导致术后阿片类药物依赖;然而,来自阿片类药物消费量中低的国家(如日本)的报告有限。本研究旨在调查日本胸外科手术后持续使用阿片类药物的患病率和危险因素。设计:一项回顾性队列研究,使用来自日本茨城县国民健康保险的相关医疗索赔数据。患者:2012年10月至2021年9月期间接受胸部(纵隔或肺)手术的年龄≥18岁的患者纳入本研究。主要结局指标:阿片类药物持续使用定义为术后0 - 14天和术后91 - 180天的处方。我们使用多变量逻辑回归评估相关因素。结果:在研究期间接受胸外科手术的6041例患者中,有3924例纳入最终分析。中位年龄为68岁(范围64-71岁),2316名(61.0%)为男性。130人(3.3%)持续使用阿片类药物。多变量分析确定新辅助治疗(化疗或放疗)(优势比[or], 2.02; 95%可信区间[CI], 1.09-3.77; p = 0.027)和开胸术(vs电视胸腔镜手术)(or, 1.50; 95% CI, 1.01-2.24; p = 0.046)是阿片类药物持续使用的独立危险因素。结论:在日本的一个县,3.3%的接受胸外科手术的患者持续使用阿片类药物。新辅助治疗(化疗或放疗)和开胸是与阿片类药物持续使用相关的独立因素。高危患者应考虑个体化围手术期疼痛管理策略。
{"title":"Prevalence and risk factors for persistent opioid use after thoracic surgery: A retrospective cohort study in a prefecture of Japan.","authors":"Ryota Yokoyama, Masao Iwagami, Kensuke Shimada, Chitose Kawamura, Jun Komiyama, Yuta Taniguchi, Ai Suzuki, Takehiro Sugiyama, Shinichi Inomata, Nanako Tamiya","doi":"10.5055/jom.0930","DOIUrl":"https://doi.org/10.5055/jom.0930","url":null,"abstract":"<p><strong>Objective: </strong>Thoracic surgery is known to lead to post-operative opioid dependence in countries with high opioid consumption; however, there are limited reports from countries with moderate to low opioid consumption, such as Japan. This study aimed to investigate the prevalence and risk factors for persistent opioid use after thoracic surgery in Japan.</p><p><strong>Design: </strong>A retrospective cohort study using linked medical claims data from the National Health Insurance in Ibaraki Prefecture, Japan.</p><p><strong>Patients: </strong>Patients aged ≥18 who underwent thoracic (mediastinal or lung) surgery between October 2012 and September 2021 were included in this study.</p><p><strong>Main outcome measures: </strong>Persistent opioid use was defined as prescription from 0 to 14 days after surgery and 91 to 180 days after surgery. We evaluated associated factors using multivariable logistic regressions.</p><p><strong>Results: </strong>Among the 6,041 patients who underwent thoracic surgery during the study period, 3,924 were included in the final analysis. The median age was 68 years (range, 64-71 years), and 2,316 (61.0 percent) were male. Persistent opioid use was recorded in 130 (3.3 percent). Multivariable analyses identified neoadjuvant therapy (chemotherapy or radiotherapy) (odds ratio [OR], 2.02; 95 percent confidence interval [CI], 1.09-3.77; p = 0.027) and thoracotomy (vs video-assisted thoracoscopic surgery) (OR, 1.50; 95 percent CI, 1.01-2.24; p = 0.046) as independent risk factors for persistent opioid use.</p><p><strong>Conclusions: </strong>In a prefecture of Japan, 3.3 percent of patients who underwent thoracic surgery developed persistent opioid use. Neoadjuvant therapy (chemotherapy or radiotherapy) and thoracotomy were independent factors associated with persistent opioid use. Individualized perioperative pain management strategies should be considered for high-risk patients.</p>","PeriodicalId":16601,"journal":{"name":"Journal of opioid management","volume":"21 4","pages":"327-336"},"PeriodicalIF":0.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145000756","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
Context-based evidence: Pilot study to extract, repurpose, and distribute published data on OUD. 基于上下文的证据:提取、重新利用和分发关于OUD的已发表数据的试点研究。
Q3 Medicine Pub Date : 2025-07-01 DOI: 10.5055/jom.0948
Alexander Sheppard, Carly Milliren, Douglas Schatz, David Krag

Objective: The effects of opioid use disorder (OUD) are devastating and wide-ranging. Although the information in the >43,000 manuscripts on OUD are searchable, gaining a comprehensive grasp of this information is out of reach to most persons. We present a pilot study to use published data on OUD, repurpose it for rapid comprehension and distribution to the world.

Design: Data from articles on OUD were entered into a data-tree and evaluated to achieve integration of information using the least number of notes.

Setting: Literature on OUD. Experimental units: A total of 752 articles were selected from PubMed searches. Review articles, case reports, and short series with samples of less than ten were excluded.

Outcome measures: The frequency of descriptive note types, and the total number of notes used with and without note sharing.

Results: Four types of notes were found sufficient to describe extracted numeric data from an article; topic (20.1 percent), population (26.2 percent), description of numeric value (28.4 percent), and numeric value (25.3 percent). Notes were entered in parent-child relationships across hierarchical levels, descriptive analyses showed smooth expansion and reduction of notes across the database. Entry rules allowed sharing of parent notes across different numeric values, which reduced that total number of notes by 72.9 percent.

Conclusions: These results demonstrate a method of data extraction and integration that allows for readily understandable grouping of large amounts of data. This strategy yields a method to extract and make accessible all published data on OUD. We expect that common understanding will improve outcomes for patients and research objectives.

目的:阿片类药物使用障碍(OUD)的影响是毁灭性的和广泛的。虽然在OUD上的bb1043000份手稿中的信息是可搜索的,但对大多数人来说,全面掌握这些信息是遥不可及的。我们提出了一项试点研究,使用已发表的OUD数据,将其重新用于快速理解和向世界传播。设计:将来自OUD文章的数据输入到数据树中并进行评估,以使用最少数量的注释实现信息集成。背景:关于OUD的文献。实验单位:从PubMed检索中共选择752篇文章。综述文章、病例报告和少于10个样本的短系列被排除在外。结果测量:描述性笔记类型的频率,以及有和没有笔记共享使用的笔记总数。结果:发现四种类型的注释足以描述从文章中提取的数字数据;主题(20.1%)、人口(26.2%)、数值描述(28.4%)、数值(25.3%)。注释以父子关系跨层级输入,描述性分析显示整个数据库中注释的平滑扩展和减少。输入规则允许在不同数值之间共享父母笔记,这将笔记总数减少了72.9%。结论:这些结果展示了一种数据提取和集成的方法,它允许对大量数据进行易于理解的分组。该策略产生了一种方法,可以提取并访问OUD上所有已发布的数据。我们期望共同的理解将改善患者的结果和研究目标。
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引用次数: 0
期刊
Journal of opioid management
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