Regional Anesthesia and Pain Medicine最新文献

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Role of peripheral nerve stimulation and percutaneous cryoneurolysis in preventing chronic postsurgical pain.
IF 5.1 2区 医学
Regional Anesthesia and Pain Medicine Pub Date : 2025-02-05 DOI: 10.1136/rapm-2024-105605
John J Finneran, Brian M Ilfeld
{"title":"Role of peripheral nerve stimulation and percutaneous cryoneurolysis in preventing chronic postsurgical pain.","authors":"John J Finneran, Brian M Ilfeld","doi":"10.1136/rapm-2024-105605","DOIUrl":"10.1136/rapm-2024-105605","url":null,"abstract":"<p><strong>Background: </strong>Poorly controlled pain during the acute postoperative period is associated with the development of persistent or 'chronic' pain lasting months or years after surgery. Relatively small trials suggest that local anesthetic-based peripheral nerve blocks lasting hours or a few days may decrease persistent postsurgical pain for some surgical procedures, but definitive data is lacking. Two possible alternatives-percutaneous cryoneurolysis and peripheral nerve stimulation-are analgesic modalities with the potential to provide weeks or months of pain relief following surgery. This increase in analgesic duration raises the possibility of decreased transition from acute to chronic postsurgical pain.</p><p><strong>Objective: </strong>This review aims to summarize the available evidence involving the use of percutaneous cryoneurolysis and peripheral nerve stimulation within the immediate perioperative period and its effects on decreasing chronic postoperative pain.</p><p><strong>Findings: </strong>Two randomized trials (n=66 and 16) comparing active percutaneous peripheral nerve stimulation to sham stimulation and two randomized trials (n=60 and 7) comparing percutaneous cryoneurolysis to a sham procedure for postoperative pain are described in this review. In each trial, participants were followed for at least three months.</p><p><strong>Conclusion: </strong>This review describes percutaneous cryoneurolysis and peripheral nerve stimulation for perioperative analgesia as well as the available evidence supporting their use to prevent persistent postsurgical pain.</p>","PeriodicalId":54503,"journal":{"name":"Regional Anesthesia and Pain Medicine","volume":"50 2","pages":"168-174"},"PeriodicalIF":5.1,"publicationDate":"2025-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143257381","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ten years of transitional pain service research and practice: where are we and where do we go from here?
IF 5.1 2区 医学
Regional Anesthesia and Pain Medicine Pub Date : 2025-02-05 DOI: 10.1136/rapm-2024-105609
Hance Clarke, Anna Waisman, Andrea Aternali, Kristina Axenova, Amjaad Almohawis, Kathryn Curtis, Joseph Fiorellino, Michelle Flynn, Praveen Ganty, Alexander Huang, Zhaorong Hong, Rita Katznelson, Yuvaraj Kotteeswaran, Salima Ladak, Karim S Ladha, Anna Lomanowska, Heather Lumsden-Ruegg, Ala Mahamid, Molly McCarthy, Sarah Miles, Judith Nicholls, M Gabrielle Pagé, Miki Peer, Brittany N Rosenbloom, Daniel Santa Mina, Rachel Siegal, P Maxwell Slepian, Ainsley Sutherland, Diana Tamir, Leeping Tao, Paul Tumber, Jeffrey Wieskopf, Callon Williams, Elizabeth Woodford, Joel Katz
{"title":"Ten years of transitional pain service research and practice: where are we and where do we go from here?","authors":"Hance Clarke, Anna Waisman, Andrea Aternali, Kristina Axenova, Amjaad Almohawis, Kathryn Curtis, Joseph Fiorellino, Michelle Flynn, Praveen Ganty, Alexander Huang, Zhaorong Hong, Rita Katznelson, Yuvaraj Kotteeswaran, Salima Ladak, Karim S Ladha, Anna Lomanowska, Heather Lumsden-Ruegg, Ala Mahamid, Molly McCarthy, Sarah Miles, Judith Nicholls, M Gabrielle Pagé, Miki Peer, Brittany N Rosenbloom, Daniel Santa Mina, Rachel Siegal, P Maxwell Slepian, Ainsley Sutherland, Diana Tamir, Leeping Tao, Paul Tumber, Jeffrey Wieskopf, Callon Williams, Elizabeth Woodford, Joel Katz","doi":"10.1136/rapm-2024-105609","DOIUrl":"10.1136/rapm-2024-105609","url":null,"abstract":"<p><p>Chronic postsurgical pain (CPSP) is a prevalent yet unintended consequence of surgery with substantial burdens to the individual and their family, the healthcare system, and society at large. The present article briefly reviews the evidence for transitional pain services (TPSs) that have arisen in an effort to prevent and mange CPSP and persistent opioid use, and provides an update on recent novel risk factors for CPSP. Available evidence from one randomized controlled trial (RCT) and three non-randomized cohort studies suggests that TPS treatment is associated with better opioid use outcomes, including fewer opioid tablets prescribed at discharge, better opioid weaning results, a lower incidence of new-onset chronic opioid use, and lower consumption of opioids even at later time points up to 1 year after surgery. Another RCT indicates TPS treatment can be enhanced by provision of perioperative clinical hypnosis. While these preliminary studies are generally positive, large-scale, RCTs are needed to provide a more definitive picture of whether TPSs are effective in reducing opioid consumption and improving pain and mental health outcomes in the short and long term. With the expansion of TPSs across North America and globally, perioperative care focused on reducing the transition to pain chronicity has the potential to help millions of patients. With additional evidence from well-controlled RCTs, TPSs are well poised to continue to evolve and strengthen the role of multidisciplinary care teams in the immediate postdischarge period and beyond.</p>","PeriodicalId":54503,"journal":{"name":"Regional Anesthesia and Pain Medicine","volume":"50 2","pages":"188-203"},"PeriodicalIF":5.1,"publicationDate":"2025-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11877109/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143257389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prevalence of and recommendation for measuring chronic postsurgical pain in children: an updated systematic review and meta-analysis.
IF 5.1 2区 医学
Regional Anesthesia and Pain Medicine Pub Date : 2025-02-05 DOI: 10.1136/rapm-2024-105697
Brittany N Rosenbloom, Simona Denise Frederiksen, Vienna Wang, Kathryn A Birnie, Christine S Park, Grace Gordon, Nivez Rasic, Jennifer N Stinson, Jennifer A Rabbitts
{"title":"Prevalence of and recommendation for measuring chronic postsurgical pain in children: an updated systematic review and meta-analysis.","authors":"Brittany N Rosenbloom, Simona Denise Frederiksen, Vienna Wang, Kathryn A Birnie, Christine S Park, Grace Gordon, Nivez Rasic, Jennifer N Stinson, Jennifer A Rabbitts","doi":"10.1136/rapm-2024-105697","DOIUrl":"10.1136/rapm-2024-105697","url":null,"abstract":"<p><strong>Background: </strong>According to the prior 2017 review (Rabbitts <i>et al</i>), approximately 20% of children and adolescents develop chronic postsurgical pain (CPSP; ie, pain persisting >3 months after surgery) after major surgeries, which is associated with adverse functional and psychological consequences. A major barrier was that definitions of CPSP applied were highly variable. Since that prior review was conducted (n=4 studies in meta-analysis), numerous relevant studies have been published warranting an update.</p><p><strong>Objective: </strong>The aims of this current review were to: (1) provide an updated prevalence estimate for pediatric CPSP and (2) examine definitions of pediatric CPSP applied in current research.</p><p><strong>Evidence review: </strong>Prospective, observational studies examining CPSP using a validated self-report pain intensity measure in children were included. 4884 unique publications were screened with 20 articles meeting inclusion criteria. Risk of bias using Quality in Prognostic Study tool ranged from low to high.</p><p><strong>Findings: </strong>The pooled prevalence of CPSP among mostly major surgeries was 28.2% (95% CI 21.4% to 36.1%). Subgroup analysis of spinal fusion surgeries identified a prevalence of 31% (95% CI 21.4% to 43.5%). Using Grading of Recommendations, Assessment, Development, and Evaluation, the certainty in prevalence estimates was moderate. Studies used a range of valid pain intensity measures to classify CPSP (eg, Numeric Rating Scale), often without pain interference or quality of life measures.</p><p><strong>Conclusions: </strong>The overall prevalence of pediatric CPSP is higher than estimated in the prior review, and quality of studies generally improved though with some heterogeneity. Standardizing the measurement of CPSP will facilitate future efforts to combine and compare data across studies.</p><p><strong>Prospero registration number: </strong>CRD42022306340.</p>","PeriodicalId":54503,"journal":{"name":"Regional Anesthesia and Pain Medicine","volume":"50 2","pages":"132-143"},"PeriodicalIF":5.1,"publicationDate":"2025-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11804871/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143257352","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Recognizing pain phenotypes: biopsychosocial sources of variability in the transition to chronic postsurgical pain.
IF 5.1 2区 医学
Regional Anesthesia and Pain Medicine Pub Date : 2025-02-05 DOI: 10.1136/rapm-2024-105602
Kristin L Schreiber, Jenna M Wilson, Yun-Yun Kathy Chen
{"title":"Recognizing pain phenotypes: biopsychosocial sources of variability in the transition to chronic postsurgical pain.","authors":"Kristin L Schreiber, Jenna M Wilson, Yun-Yun Kathy Chen","doi":"10.1136/rapm-2024-105602","DOIUrl":"10.1136/rapm-2024-105602","url":null,"abstract":"<p><p>Chronic postsurgical pain (CPSP) is a cause of new chronic pain, with a wide range of reported incidence. Previous longitudinal studies suggest that development of CPSP may depend more on the constellation of risk factors around a patient (pre-existing pain phenotype) rather than on the extent of surgical injury itself. The biopsychosocial model of pain outlines a broad array of factors that modulate the severity, longevity, and impact of pain. Biological variables associated with CPSP include age, sex, baseline pain sensitivity, and opioid tolerance. Psychological factors, including anxiety, depression, somatization, sleep disturbance, catastrophizing, and resilience, and social factors, like education and social support, may also importantly modulate CPSP. Prevention efforts have targeted acute pain reduction using multimodal analgesia (regional anesthesia and intraoperative analgesic adjuvant medications). However, studies that do not measure or take phenotypic risk factors into account (either using them for enrichment or statistically as effect modifiers) likely suffer from underpowering, and thus, fail to discern subgroups of patients that preventive measures may be most helpful to. Early preoperative identification of a patient's pain phenotype allows estimation of their constellation of risk factors and may greatly enhance successful, personalized prevention of postoperative pain. Effective preoperative employment of behavioral interventions like cognitive-behavioral therapy, stress reduction, and physical and mental prehabilitation may particularly require knowledge of a patient's pain phenotype. Preoperative assessment of patients' pain phenotypes will not only inform high-quality personalized perioperative care clinically, but it will enable enriched testing of novel therapies in future scientific studies.</p>","PeriodicalId":54503,"journal":{"name":"Regional Anesthesia and Pain Medicine","volume":"50 2","pages":"86-92"},"PeriodicalIF":5.1,"publicationDate":"2025-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11804873/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143257337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Upskilling pain relief after surgery: a scoping review of perioperative behavioral intervention efficacy and practical considerations for implementation.
IF 5.1 2区 医学
Regional Anesthesia and Pain Medicine Pub Date : 2025-02-05 DOI: 10.1136/rapm-2024-105601
Beth D Darnall, Lauren Abshire, Rena E Courtney, Sara Davin
{"title":"Upskilling pain relief after surgery: a scoping review of perioperative behavioral intervention efficacy and practical considerations for implementation.","authors":"Beth D Darnall, Lauren Abshire, Rena E Courtney, Sara Davin","doi":"10.1136/rapm-2024-105601","DOIUrl":"10.1136/rapm-2024-105601","url":null,"abstract":"<p><p>Perioperative skills-based interventions may support non-pharmacological management of pain and opioid reduction after surgery. Such interventions may target and enhance predictors for surgical recovery and possibly reduce chronic postsurgical pain. Existing meta-analyses are limited by inclusion of studies that are either non-surgical or with outcomes occurring only in the hours after surgery. Lacking is a scoping review of studies testing perioperative skills-based interventions for postsurgical pain relief and opioid reduction in the days and months after surgery. We reviewed the efficacy of perioperative behavioral interventions; over what time frame and in which surgical populations efficacy evidence exists; and whether such interventions can prevent chronic postsurgical pain. 20 randomized trials were included, with the following intervention types: hypnosis, relaxation therapy, stress management training, mindfulness, mixed-type skills interventions (mind-body skills, preoperative pain self-management, empowered relief for surgery); cognitive behavioral-therapy (CBT); and mindfulness-based CBT. We summarize study methods, treatment specifics, and analgesic effects. No studies were designed to test intervention efficacy for preventing chronic postsurgical pain. Only two studies used active controls as the study comparator. Two studies showed positive effects on postsurgical opioid use. No studies tested whether the interventions enhanced time to pain cessation after surgery. Four studies demonstrated durable analgesic effects at 3-12 months after surgery. We describe the real-world practicality of intervention integration into the perioperative pathway and provide dissemination and implementation methodologies that may increase intervention uptake and therefore fulfill calls from national agencies to better integrate behavioral pain treatments into perioperative care.</p>","PeriodicalId":54503,"journal":{"name":"Regional Anesthesia and Pain Medicine","volume":"50 2","pages":"93-101"},"PeriodicalIF":5.1,"publicationDate":"2025-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11877026/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143257394","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Postamputation pain: a multidisciplinary review of epidemiology, mechanisms, prevention, and treatment.
IF 5.1 2区 医学
Regional Anesthesia and Pain Medicine Pub Date : 2025-02-05 DOI: 10.1136/rapm-2024-105817
Tina L Doshi, Edward Dolomisiewicz, Michael J Caterina, Allan Belzberg, Alexander J Kastl, Steven P Cohen
{"title":"Postamputation pain: a multidisciplinary review of epidemiology, mechanisms, prevention, and treatment.","authors":"Tina L Doshi, Edward Dolomisiewicz, Michael J Caterina, Allan Belzberg, Alexander J Kastl, Steven P Cohen","doi":"10.1136/rapm-2024-105817","DOIUrl":"10.1136/rapm-2024-105817","url":null,"abstract":"<p><p>Despite humanity's long experience with amputations, postamputation pain remains a highly prevalent, incompletely understood, and clinically challenging condition. There are two main types of postamputation pain: residual limb pain (including but not limited to the \"stump\") and phantom limb pain. Despite considerable overlap between the two, they also have distinct clinical features, risk factors, and pathophysiological mechanisms. Central, peripheral, and spinal mechanisms may all contribute to the protean manifestations of persistent postamputation pain; an improved understanding of these mechanisms will be essential to identify the most promising interventions for the prevention and treatment of postamputation pain. Although there are currently no standardized prevention or treatment recommendations for any type of postamputation pain, an evidence-based, multimodal strategy including pharmacological agents, nonsurgical procedures, surgery, complementary and integrative techniques, and assistive technologies may prevent the development of chronic postamputation pain after amputation and/or optimize treatment outcomes.</p>","PeriodicalId":54503,"journal":{"name":"Regional Anesthesia and Pain Medicine","volume":"50 2","pages":"175-183"},"PeriodicalIF":5.1,"publicationDate":"2025-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143257209","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lessons learned from establishing a transitional pain service in the USA.
IF 5.1 2区 医学
Regional Anesthesia and Pain Medicine Pub Date : 2025-02-05 DOI: 10.1136/rapm-2024-105610
T Kyle Harrison, Edward R Mariano, J David Clark, Seshadri C Mudumbai, Oluwatobi O Hunter
{"title":"Lessons learned from establishing a transitional pain service in the USA.","authors":"T Kyle Harrison, Edward R Mariano, J David Clark, Seshadri C Mudumbai, Oluwatobi O Hunter","doi":"10.1136/rapm-2024-105610","DOIUrl":"10.1136/rapm-2024-105610","url":null,"abstract":"","PeriodicalId":54503,"journal":{"name":"Regional Anesthesia and Pain Medicine","volume":"50 2","pages":"184-187"},"PeriodicalIF":5.1,"publicationDate":"2025-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143256743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Innovations in acute and chronic pain biomarkers: enhancing diagnosis and personalized therapy.
IF 5.1 2区 医学
Regional Anesthesia and Pain Medicine Pub Date : 2025-02-05 DOI: 10.1136/rapm-2024-106030
Sean Mackey, Nima Aghaeepour, Brice Gaudilliere, Ming-Chih Kao, Merve Kaptan, Edward Lannon, Dario Pfyffer, Kenneth Weber
{"title":"Innovations in acute and chronic pain biomarkers: enhancing diagnosis and personalized therapy.","authors":"Sean Mackey, Nima Aghaeepour, Brice Gaudilliere, Ming-Chih Kao, Merve Kaptan, Edward Lannon, Dario Pfyffer, Kenneth Weber","doi":"10.1136/rapm-2024-106030","DOIUrl":"10.1136/rapm-2024-106030","url":null,"abstract":"<p><p>Pain affects millions worldwide, posing significant challenges in diagnosis and treatment. Despite advances in understanding pain mechanisms, there remains a critical need for validated biomarkers to enhance diagnosis, prognostication, and personalized therapy. This review synthesizes recent advancements in identifying and validating acute and chronic pain biomarkers, including imaging, molecular, sensory, and neurophysiological approaches. We emphasize the emergence of composite, multimodal strategies that integrate psychosocial factors to improve the precision and applicability of biomarkers in chronic pain management. Neuroimaging techniques like MRI and positron emission tomography provide insights into structural and functional abnormalities related to pain, while electrophysiological methods like electroencepholography and magnetoencepholography assess dysfunctional processing in the pain neuroaxis. Molecular biomarkers, including cytokines, proteomics, and metabolites, offer diagnostic and prognostic potential, though extensive validation is needed. Integrating these biomarkers with psychosocial factors into clinical practice can revolutionize pain management by enabling personalized treatment strategies, improving patient outcomes, and potentially reducing healthcare costs. Future directions include the development of composite biomarker signatures, advances in artificial intelligence, and biomarker signature integration into clinical decision support systems. Rigorous validation and standardization efforts are also necessary to ensure these biomarkers are clinically useful. Large-scale collaborative research will be vital to driving progress in this field and implementing these biomarkers in clinical practice. This comprehensive review highlights the potential of biomarkers to transform acute and chronic pain management, offering hope for improved diagnosis, treatment personalization, and patient outcomes.</p>","PeriodicalId":54503,"journal":{"name":"Regional Anesthesia and Pain Medicine","volume":"50 2","pages":"110-120"},"PeriodicalIF":5.1,"publicationDate":"2025-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11877092/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143256716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine learning research methods to predict postoperative pain and opioid use: a narrative review.
IF 5.1 2区 医学
Regional Anesthesia and Pain Medicine Pub Date : 2025-02-05 DOI: 10.1136/rapm-2024-105603
Dale J Langford, Julia F Reichel, Haoyan Zhong, Benjamin H Basseri, Marc P Koch, Ramana Kolady, Jiabin Liu, Alexandra Sideris, Robert H Dworkin, Jashvant Poeran, Christopher L Wu
{"title":"Machine learning research methods to predict postoperative pain and opioid use: a narrative review.","authors":"Dale J Langford, Julia F Reichel, Haoyan Zhong, Benjamin H Basseri, Marc P Koch, Ramana Kolady, Jiabin Liu, Alexandra Sideris, Robert H Dworkin, Jashvant Poeran, Christopher L Wu","doi":"10.1136/rapm-2024-105603","DOIUrl":"10.1136/rapm-2024-105603","url":null,"abstract":"<p><p>The use of machine learning to predict postoperative pain and opioid use has likely been catalyzed by the availability of complex patient-level data, computational and statistical advancements, the prevalence and impact of chronic postsurgical pain, and the persistence of the opioid crisis. The objectives of this narrative review were to identify and characterize methodological aspects of studies that have developed and/or tested machine learning algorithms to predict acute, subacute, or chronic pain or opioid use after any surgery and to propose considerations for future machine learning studies. Pairs of independent reviewers screened titles and abstracts of 280 PubMed-indexed articles and ultimately extracted data from 61 studies that met entry criteria. We observed a marked increase in the number of relevant publications over time. Studies most commonly focused on machine learning algorithms to predict chronic postsurgical pain or opioid use, using real-world data from patients undergoing orthopedic surgery. We identified variability in sample size, number and type of predictors, and how outcome variables were defined. Patient-reported predictors were highlighted as particularly informative and important to include in such machine learning algorithms, where possible. We hope that findings from this review might inform future applications of machine learning that improve the performance and clinical utility of resultant machine learning algorithms.</p>","PeriodicalId":54503,"journal":{"name":"Regional Anesthesia and Pain Medicine","volume":"50 2","pages":"102-109"},"PeriodicalIF":5.1,"publicationDate":"2025-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143256748","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mechanisms of chronic postsurgical pain.
IF 5.1 2区 医学
Regional Anesthesia and Pain Medicine Pub Date : 2025-02-05 DOI: 10.1136/rapm-2024-105964
Adrien Tassou, Philippe Richebe, Cyril Rivat
{"title":"Mechanisms of chronic postsurgical pain.","authors":"Adrien Tassou, Philippe Richebe, Cyril Rivat","doi":"10.1136/rapm-2024-105964","DOIUrl":"10.1136/rapm-2024-105964","url":null,"abstract":"<p><p>Chronic pain after surgery, also known as chronic postsurgical pain (CPSP), is recognized as a significant public health issue with serious medical and economic consequences. Current research on CPSP underscores the significant roles of both peripheral and central sensitization in pain development and maintenance. Peripheral sensitization occurs at the site of injury, through the hyperexcitability of nerve fibers due to surgical damage and the release of inflammatory mediators. This leads to increased expression of pronociceptive ion channels and receptors, such as transient receptor potential and acid-sensing ion channels (ASIC), enhancing pain signal transmission. Central sensitization involves long-term changes in the central nervous system, particularly in the spinal cord. In this context, sensitized spinal neurons become more responsive to pain signals, driven by continuous nociceptive input from the periphery, which results in an enhanced pain response characterized by hyperalgesia and/or allodynia. Key players in this process include N-methyl-D-aspartate receptor and α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid receptors, along with proinflammatory cytokines and chemokines released by activated glia. These glial cells release substances that further increase neuronal excitability, maintaining the sensitized state and contributing to persistent pain. The activation of antinociceptive systems is required for the resolution of pain after surgery, and default in these systems may also be considered as an important component of CPSP. In this review, we will examine the clinical factors underlying CPSP in patients and the mechanisms previously established in preclinical models of CPSP that may explain how acute postoperative pain may transform into chronic pain in patients.</p>","PeriodicalId":54503,"journal":{"name":"Regional Anesthesia and Pain Medicine","volume":"50 2","pages":"77-85"},"PeriodicalIF":5.1,"publicationDate":"2025-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143257225","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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