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Springborg AH, Kehlet H, Nielsen NI, Gromov K, Troelsen A, Varnum C, Foss NB. Predictors of subacute postoperative pain after total knee arthroplasty: A secondary analysis of two randomized trials. Eur J Pain 2025; 29:e4703. [PMID: 39001706 DOI: 10.1002/ejp.4703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 06/21/2024] [Accepted: 07/05/2024] [Indexed: 07/15/2024]
Abstract
BACKGROUND Methods for identifying high-pain responders undergoing total knee arthroplasty remain important to improve individualized pain management. This study aimed at evaluating pre- and perioperative predictors of pain on Days 2-7 after total knee arthroplasty. METHODS This is a secondary analysis of data from 227 patients participating in two randomized trials. Pain outcomes were mean pain during walking on Days 2-7 and on Days 2, 4 and 7. Multivariable linear and logistic regressions were carried out in two steps. First, only preoperative available variables including demographics, comorbidities, pain catastrophizing scale and preoperative pain were evaluated while controlling for trial intervention and recruitment site. In the second step, perioperative variables and pain during walking 24 h postoperatively were added. RESULTS The model with only preoperative predictors for mean pain Days 2-7 showed preoperative pain (R-squared 0.097) as the only predictor. In the second model, adding postoperative available variables, only pain 24 h postoperatively (R-squared 0.248) was significant, with a significant main effect of recruitment site. Results for the separate day analysis similarly showed preoperative pain and pain during walking 24 h postoperatively as predictors. The overall best sensitivity (60%) and specificity (74%) for predicting a high-subacute postoperative pain response on Days 2-7 was with cut-off values of VAS 45.5 (out of 100) for pain during walking 24 h postoperatively. CONCLUSIONS Postoperative pain during walking at 24 h is predictive of subacute postoperative pain on Days 2-7 after total knee arthroplasty, while preoperative pain was only a weak predictor. SIGNIFICANCE STATEMENT This study investigated factors associated with pain after total knee arthroplasty beyond the immediate postoperative period. The analysis revealed significant associations between preoperative pain levels and, particularly, pain 24 h postoperatively, with subsequent subacute pain the following week. These findings can assist in identifying patients who would benefit from enhanced, individualized analgesic interventions to facilitate postoperative recovery.
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Affiliation(s)
- Anders H Springborg
- Department of Anaesthesiology, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
| | - Henrik Kehlet
- Section of Surgical Pathophysiology, 7621, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Niklas I Nielsen
- Department of Anaesthesiology, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
| | - Kirill Gromov
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Orthopaedic Surgery, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
| | - Anders Troelsen
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Orthopaedic Surgery, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
| | - Claus Varnum
- Department of Orthopaedic Surgery, Lillebaelt Hospital - Vejle, Vejle, Denmark
| | - Nicolai B Foss
- Department of Anaesthesiology, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Solomito MJ, Witmer DK, Lucchio P, Kostyun RO. Utility of the Patient-Reported Outcomes Measurement Information System Global Mental Health T-Score to Identify Patients at Risk for Poor Postsurgical Outcomes Following Total Hip Arthroplasty. J Arthroplasty 2024:S0883-5403(24)01001-5. [PMID: 39357686 DOI: 10.1016/j.arth.2024.09.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 09/24/2024] [Accepted: 09/25/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND Mental illness is a known risk factor for poor postoperative outcomes following total hip arthroplasty (THA); however, the relationship between a patients overall mental health and recovery from THA is not as well established. Using the preoperative Patient-Reported Outcomes Measurement Information System (PROMIS-10) Mental Health Subdomain T-Score (MHT), the purpose of this study was to understand the association between mental health and postoperative outcomes up to one year following THA. METHODS This was a retrospective chart review of patients undergoing elective primary THA. Patients who did not have a formal diagnosis of a mental illness condition were divided based on their MHT (above average [AA] > 50, average 40 to 50, below average [BA] < 40). Postsurgical parameters included inpatient opioid consumption and patient satisfaction, and 1-year postsurgery self-reported pain and patient-reported outcomes scores. A total of 972 patients were included in this study (AA 61.2%, average 33.1%, BA 5.7%). RESULTS After controlling for confounders, multivariate models demonstrated that the MHT was an independent predictor of pain, opioid consumption, patient-reported outcomes, and satisfaction. Patients in the AA group overall demonstrated better outcomes and required fewer opioids than those in the BA group. CONCLUSIONS The MHT can be used as a preoperative screening tool that can identify an at-risk group that has not been previously described. An MHT < 40 was associated with poor postoperative outcomes, increased pain and opioid consumption, and lower overall satisfaction scores.
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Affiliation(s)
- Matthew J Solomito
- Research Department, Hartford Hospital's Bone and Joint Institute, Hartford, Connecticut
| | - Daniel K Witmer
- Research Department, Hartford Hospital's Bone and Joint Institute, Hartford, Connecticut; Joint Surgery, Orthopedic Associates of Hartford, Hartford, Connecticut
| | - Peter Lucchio
- Research Department, Hartford Hospital's Bone and Joint Institute, Hartford, Connecticut
| | - Regina O Kostyun
- Research Department, Hartford Hospital's Bone and Joint Institute, Hartford, Connecticut
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3
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Wu F, Liu J, Zheng L, Chen C, Basnet D, Zhang J, Shen C, Feng X, Sun Y, Du X, Zheng JC, Liu J. Preoperative pain sensitivity and its correlation with postoperative acute and chronic pain: a systematic review and meta-analysis. Br J Anaesth 2024; 133:591-604. [PMID: 38879440 DOI: 10.1016/j.bja.2024.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 04/24/2024] [Accepted: 05/21/2024] [Indexed: 08/12/2024] Open
Abstract
BACKGROUND Preoperative pain sensitivity (PPS) can be associated with postsurgical pain. However, estimates of this association are scarce. Confirming this correlation is essential to identifying patients at high risk for severe postoperative pain and for developing analgesic strategy. This systematic review and meta-analysis summarises PPS and assessed its correlation with postoperative pain. METHODS PubMed, Scopus, Cochrane Library, and PsycINFO were searched up to October 1, 2023, for studies reporting the association between PPS and postsurgical pain. Two authors abstracted estimates of the effect of each method independently. A random-effects model was used to combine data. Subgroup analyses were performed to investigate the effect of pain types and surgical procedures on outcomes. RESULTS A total of 70 prospective observational studies were included. A meta-analysis of 50 studies was performed. Postoperative pain was negatively associated with pressure pain threshold (PPT; r=-0.15, 95% confidence interval [CI] -0.23 to -0.07]) and electrical pain threshold (EPT; r=-0.28, 95% CI -0.42 to -0.14), but positively correlated with temporal summation of pain (TSP; r=0.21, 95% CI 0.12-0.30) and Pain Sensitivity Questionnaire (PSQ; r=0.25, 95% CI 0.13-0.37). Subgroup analysis showed that only TSP was associated with acute and chronic postoperative pain, whereas PPT, EPT, and PSQ were only associated with acute pain. A multilevel (three-level) meta-analysis showed that PSQ was not associated with postoperative pain. CONCLUSIONS Lower PPT and EPT, and higher TSP are associated with acute postoperative pain while only TSP is associated with chronic postoperative pain. Patients with abnormal preoperative pain sensitivity should be identified by clinicians to adopt early interventions for effective analgesia. SYSTEMATIC REVIEW PROTOCOL PROSPERO (CRD42023465727).
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Affiliation(s)
- Fan Wu
- Department of Anaesthesiology, School of Medicine, Tongji Hospital, Tongji University, Shanghai, China
| | - Jiehui Liu
- Department of Anaesthesiology, School of Medicine, Tongji Hospital, Tongji University, Shanghai, China
| | - Liang Zheng
- Research Center for Translation Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Changqi Chen
- Department of Anaesthesiology, School of Medicine, Tongji Hospital, Tongji University, Shanghai, China
| | - Diksha Basnet
- Department of Anaesthesiology, School of Medicine, Tongji Hospital, Tongji University, Shanghai, China
| | - Jingya Zhang
- Department of Anaesthesiology, School of Medicine, Tongji Hospital, Tongji University, Shanghai, China
| | - Chaonan Shen
- Research Center for Translation Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Xuanran Feng
- Department of Anaesthesiology, School of Medicine, Tongji Hospital, Tongji University, Shanghai, China
| | - Yiyan Sun
- Department of Anaesthesiology, School of Medicine, Tongji Hospital, Tongji University, Shanghai, China
| | - Xue Du
- Department of Anaesthesiology, School of Medicine, Tongji Hospital, Tongji University, Shanghai, China
| | - Jialin C Zheng
- Center for Translational Neurodegeneration and Regenerative Therapy, Tongji Hospital Affiliated to Tongji University School of Medicine, Shanghai, China; Translational Research Institute of Brain and Brain-Like Intelligence, Shanghai Fourth People's Hospital Affiliated to Tongji University School of Medicine, Shanghai, China
| | - Jianhui Liu
- Department of Anaesthesiology, School of Medicine, Tongji Hospital, Tongji University, Shanghai, China.
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Vigotsky AD, Cong O, Pinto CB, Barroso J, Perez J, Petersen KK, Arendt-Nielsen L, Hardt KD, Manning D, Apkarian AV, Branco P. Prognostic value of preoperative mechanical hyperalgesia and neuropathic pain qualities for postoperative pain after total knee replacement. Eur J Pain 2024. [PMID: 38850090 DOI: 10.1002/ejp.2295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/26/2024] [Accepted: 05/20/2024] [Indexed: 06/09/2024]
Abstract
BACKGROUND Total knee replacement (TKR) is the gold standard treatment for end-stage chronic osteoarthritis pain, yet many patients report chronic postoperative pain after TKR. The search for preoperative predictors for chronic postoperative pain following TKR has been studied with inconsistent findings. METHODS This study investigates the predictive value of quantitative sensory testing (QST) and PainDETECT for postoperative pain 3, 6 and 12 months post-TKR. We assessed preoperative and postoperative (3 and 6 months) QST measures in 77 patients with knee OA (KOA) and 41 healthy controls, along with neuropathic pain scores in patients (PainDETECT). QST parameters included pressure pain pressure threshold (PPT), pain tolerance threshold (PTT), conditioned pain modulation (CPM) and temporal summation (TS) using cuff algometry, alongside mechanical hyperalgesia and temporal summation to repeated pinprick stimulation. RESULTS Compared to healthy controls, KOA patients at baseline demonstrated hyperalgesia to pinprick stimulation at the medial knee undergoing TKR, and cuff pressure at the calf. Lower cuff algometry PTT and mechanical pinprick hyperalgesia were associated with preoperative KOA pain intensity. Moreover, preoperative pinprick pain hyperalgesia explained 25% of variance in pain intensity 12 months post-TKR and preoperative neuropathic pain scores also captured 30% and 20% of the variance in postoperative pain at 6 and 12 months respectively. A decrease in mechanical pinprick hyperalgesia from before surgery to 3 months after TKR was associated with lower postoperative pain at the 12 months post-TKR follow-up. CONCLUSION Our findings suggest that preoperative pinprick hyperalgesia and neuropathic-like pain symptoms show predictive value for the development of chronic post-TKR pain. SIGNIFICANCE STATEMENT This study's findings hold significant implications for chronic pain management in knee osteoarthritis patients, particularly those undergoing total knee replacement surgery (TKR). Mechanical hyperalgesia and neuropathic pain-like characteristics predict postoperative pain 1 year after TKR, emphasizing the importance of understanding pain phenotypes in OA for selecting appropriate pain management strategies. The normalization of hyperalgesia after surgery correlates with better long-term outcomes, further highlighting the therapeutic potential of addressing abnormal pain processing mechanisms pre- and post-TKR.
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Affiliation(s)
- Andrew D Vigotsky
- Center for Translational Pain Research, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Biomedical Engineering and Statistics, Northwestern University, Evanston, Illinois, USA
| | - Olivia Cong
- Center for Translational Pain Research, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Neuroscience, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Camila B Pinto
- Center for Translational Pain Research, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Neuroscience, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Joana Barroso
- Department of Anesthesiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jennifer Perez
- Center for Translational Pain Research, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Neuroscience, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Kristian Kjaer Petersen
- Department of Health Science and Technology, Center for Neuroplasticity and Pain (CNAP), SMI, Faculty of Medicine, Aalborg University, Aalborg, Denmark
- Department of Material and Production, Center for Mathematical Modeling of Knee Osteoarthritis (MathKOA), Faculty of Engineering and Science, Aalborg University, Aalborg, Denmark
| | - Lars Arendt-Nielsen
- Department of Health Science and Technology, Center for Neuroplasticity and Pain (CNAP), SMI, Faculty of Medicine, Aalborg University, Aalborg, Denmark
- Department of Material and Production, Center for Mathematical Modeling of Knee Osteoarthritis (MathKOA), Faculty of Engineering and Science, Aalborg University, Aalborg, Denmark
- Department of Medical Gastroenterology, Mech-Sense, Aalborg University Hospital, Aalborg, Denmark
- Steno Diabetes Center North Denmark, Clinical Institute, Aalborg University Hospital, Aalborg, Denmark
| | - Kevin D Hardt
- Department of Orthopedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - David Manning
- Department of Orthopedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - A Vania Apkarian
- Center for Translational Pain Research, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Neuroscience, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Anesthesiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Paulo Branco
- Center for Translational Pain Research, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Neuroscience, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Anesthesiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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5
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Vigotsky AD, Cong O, Pinto CB, Barroso J, Perez J, Petersen KK, Arendt-Nielsen L, Hardt K, Manning D, Apkarian AV, Branco P. Mechanical hyperalgesia and neuropathic pain qualities impart risk for chronic postoperative pain after total knee replacement. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.01.16.24301372. [PMID: 38293074 PMCID: PMC10827245 DOI: 10.1101/2024.01.16.24301372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
Total knee replacement (TKR) is the gold-standard treatment for end-stage chronic osteoarthritis pain, yet many patients report chronic postoperative pain after TKR. The search for preoperative predictors for chronic postoperative pain following TKR has been studied with inconsistent findings. This study investigates the predictive value of quantitative sensory testing (QST) and PainDETECT for postoperative pain 3, 6, and 12 months post-TKR. We assessed baseline and postoperative (3- and 6-months) QST measures in 77 patients with knee OA (KOA) and 41 healthy controls, along with neuropathic pain scores in patients (PainDETECT). QST parameters included pressure pain pressure threshold (PPT), pain tolerance threshold (PTT), conditioned pain modulation (CPM), and temporal summation (TS) using cuff algometry, alongside mechanical hyperalgesia, and mechanical temporal summation to repeated pinprick stimulation. Compared to healthy controls, KOA patients at baseline demonstrated hyperalgesia to pinprick stimulation at the medial OA-affected knee and cuff pressure on the ipsilateral calf. Lower cuff algometry PTT and mechanical pinprick hyperalgesia were associated with baseline KOA pain intensity. Moreover, baseline pinprick pain hyperalgesia explained 25% of variance in pain intensity 12 months post-TKR and preoperative neuropathic pain scores also captured 30% and 20% of the variance in postoperative pain at 6- and 12-months, respectively. A decrease in mechanical pinprick hyperalgesia from before surgery to 3 months after TKR was associated with lower postoperative pain at the 12 months post-TKR follow-up, and vice-versa. Our findings suggest that preoperative pinprick hyperalgesia and PainDETECT neuropathic-like pain symptoms show predictive value for the development of chronic post-TKR pain.
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Affiliation(s)
- Andrew D. Vigotsky
- Center for Translational Pain Research, Northwestern University Feinberg School of Medicine. Chicago, IL. 60610, USA
- Departments of Biomedical Engineering and Statistics, Northwestern University, Evanston, IL. 60208, USA
| | - Olivia Cong
- Center for Translational Pain Research, Northwestern University Feinberg School of Medicine. Chicago, IL. 60610, USA
- Department of Neuroscience, Northwestern University Feinberg School of Medicine. Chicago, IL. 60610, USA
| | - Camila B Pinto
- Center for Translational Pain Research, Northwestern University Feinberg School of Medicine. Chicago, IL. 60610, USA
- Department of Neuroscience, Northwestern University Feinberg School of Medicine. Chicago, IL. 60610, USA
| | - Joana Barroso
- Department of Anesthesiology, Northwestern University Feinberg School of Medicine. Chicago, IL. 60610, USA
| | - Jennifer Perez
- Center for Translational Pain Research, Northwestern University Feinberg School of Medicine. Chicago, IL. 60610, USA
- Department of Neuroscience, Northwestern University Feinberg School of Medicine. Chicago, IL. 60610, USA
| | - Kristian Kjaer Petersen
- Center for Neuroplasticity and Pain (CNAP), SMI, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
- Center for Mathematical Modeling of Knee Osteoarthritis (MathKOA), Department of Material and Production, Faculty of Engineering and Science, Aalborg University, Aalborg, Denmark
| | - Lars Arendt-Nielsen
- Center for Neuroplasticity and Pain (CNAP), SMI, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark
- Center for Mathematical Modeling of Knee Osteoarthritis (MathKOA), Department of Material and Production, Faculty of Engineering and Science, Aalborg University, Aalborg, Denmark
- Department of Medical Gastroenterology, Mech-Sense, Aalborg University Hospital, Aalborg, Denmark
- Steno Diabetes Center North Denmark, Clinical Institute, Aalborg University Hospital, Aalborg, Denmark
| | - Kevin Hardt
- Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine. Chicago, IL. 60611, USA
| | - David Manning
- Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine. Chicago, IL. 60611, USA
| | - A. Vania Apkarian
- Center for Translational Pain Research, Northwestern University Feinberg School of Medicine. Chicago, IL. 60610, USA
- Department of Neuroscience, Northwestern University Feinberg School of Medicine. Chicago, IL. 60610, USA
- Department of Anesthesiology, Northwestern University Feinberg School of Medicine. Chicago, IL. 60610, USA
| | - Paulo Branco
- Center for Translational Pain Research, Northwestern University Feinberg School of Medicine. Chicago, IL. 60610, USA
- Department of Neuroscience, Northwestern University Feinberg School of Medicine. Chicago, IL. 60610, USA
- Department of Anesthesiology, Northwestern University Feinberg School of Medicine. Chicago, IL. 60610, USA
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Paredes AC, Arendt-Nielsen L, Almeida A, Pinto PR. Sex moderates the association between quantitative sensory testing and acute and chronic pain after total knee/hip arthroplasty. Scand J Pain 2024; 24:sjpain-2024-0004. [PMID: 38683162 DOI: 10.1515/sjpain-2024-0004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 04/05/2024] [Indexed: 05/01/2024]
Abstract
OBJECTIVES Acute postsurgical pain (APSP) may persist over time and become chronic. Research on predictors for APSP and chronic postsurgical pain (CPSP) has produced inconsistent results. This observational study aimed to analyze psychological and psychophysical variables associated with APSP and CPSP after total knee or hip arthroplasty, and to explore the role of sex. METHODS Assessments were conducted before surgery, 48 h, and 3 months postsurgery, including questionnaires (sociodemographic, pain related, and psychological) and quantitative sensory testing (QST). Hierarchical linear regression models analyzed potential predictors of APSP and CPSP, and moderation analyses evaluated the role of sex. RESULTS The study included 63 participants undergoing total knee (34, 54%) or hip (29, 46%) arthroplasty. Thirty-one (49.2%) were female and 32 (50.8%) were male. APSP (48 h) was associated with impaired conditioned pain modulation (CPM) (β = 0.301, p = 0.019). CPSP (3 months) was associated with being female (β = 0.282, p = 0.029), longer presurgical pain duration (β = 0.353, p = 0.006), knee arthroplasty (β = -0.312, p = 0.015), higher APSP intensity (β = 373, p = 0.004), and impaired CPM (β = 0.126, p = 0.004). In multivariate analysis, these clinical variables were significant predictors of CPSP, unlike sex, and CPM (adj. R 2 = 0.349). Moderation analyses showed that wind-up ratio (WUR) was a significant predictor of APSP in men (WUR × sex: b = -1.373, p = 0.046) and CPM was a significant predictor of CPSP in women (CPM × sex: b = 1.625, p = 0.016). CONCLUSIONS Specific QST parameters could identify patients at risk for high-intensity APSP and CPSP, with sex as a moderator. This has important clinical implications for patient care, paving the way for developing tailored preventive pain management strategies.
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Affiliation(s)
- Ana C Paredes
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B's - PT Government Associate Laboratory, Braga, Guimarães, Portugal
- 2CA-Braga, Clinical Academic Center, Hospital de Braga, Braga, Portugal
| | - Lars Arendt-Nielsen
- Department of Health Science and Technology, Faculty of Medicine, Center for Neuroplasticity and Pain (CNAP), SMI, Aalborg University, Selma Lagerløfs Vej 249, Gistrup 9260, Denmark
| | - Armando Almeida
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B's - PT Government Associate Laboratory, Braga, Guimarães, Portugal
- 2CA-Braga, Clinical Academic Center, Hospital de Braga, Braga, Portugal
| | - Patrícia R Pinto
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B's - PT Government Associate Laboratory, Braga, Guimarães, Portugal
- 2CA-Braga, Clinical Academic Center, Hospital de Braga, Braga, Portugal
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7
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Springborg AH, Visby L, Kehlet H, Foss NB. Psychological predictors of acute postoperative pain after total knee and hip arthroplasty: A systematic review. Acta Anaesthesiol Scand 2023; 67:1322-1337. [PMID: 37400963 DOI: 10.1111/aas.14301] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 06/08/2023] [Accepted: 06/14/2023] [Indexed: 07/05/2023]
Abstract
BACKGROUND Identifying patients at high risk of acute postoperative pain after total knee or hip arthroplasty (TKA/THA) will facilitate individualized pain management and research on the efficacy of treatment options. Numerous studies have reported that psychological patient factors may influence acute postoperative pain, but most reviews have focused on chronic pain and functional outcomes. This systematic review aims to evaluate which psychological metrics are associated with acute postoperative pain after TKA and THA. METHODS A systematic search was conducted using the databases PubMed, EMBASE, Web of Science, and Cochrane Library until June 2022. Full-text articles reporting associations of preoperative psychological factors with acute pain within 48 h of TKA or THA surgery were identified. Quality was assessed using the Quality in Prognostic Studies tool. RESULTS Eighteen studies containing 16 unique study populations were included. TKA was the most common procedure, and anxiety and depression were the most evaluated psychological metrics. Several different anesthetic techniques and analgesic regimens were used. The studies were generally rated as having a low to moderate risk of bias. Catastrophizing was associated with acute pain in six studies (of nine), mainly after TKA. In contrast, three studies (of 13) and two studies (of 13) found anxiety and depression, respectively, to be associated with acute postoperative pain. CONCLUSION Pain catastrophizing seemed to be the most consistent psychological predictor of acute postoperative pain after TKA. The results for other psychological factors and THA were inconsistent. However, the interpretation of results was limited by considerable methodological heterogeneity.
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Affiliation(s)
- Anders H Springborg
- Department of Anesthesiology, Copenhagen University Hospital-Amager and Hvidovre, Hvidovre, Denmark
| | - Lasse Visby
- Department of Anesthesiology, Copenhagen University Hospital-Amager and Hvidovre, Hvidovre, Denmark
| | - Henrik Kehlet
- Section of Surgical Pathophysiology, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Nicolai B Foss
- Department of Anesthesiology, Copenhagen University Hospital-Amager and Hvidovre, Hvidovre, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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8
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Kehlet H. Prediction of postoperative pain: are we missing the target? Anaesthesia 2023; 78:1301-1302. [PMID: 37314728 DOI: 10.1111/anae.16063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/03/2023] [Indexed: 06/15/2023]
Affiliation(s)
- H Kehlet
- Rigshospitalet, Copenhagen, Denmark
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9
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Kim A(J, Szabo E, Lunde CE, Comptdaer G, Zurakowski D, Sieberg CB, Holmes SA. Quantitative sensory testing in a magnetic resonance environment: considerations for thermal sensitivity and patient safety. FRONTIERS IN PAIN RESEARCH 2023; 4:1223239. [PMID: 37766817 PMCID: PMC10520956 DOI: 10.3389/fpain.2023.1223239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 08/21/2023] [Indexed: 09/29/2023] Open
Abstract
Introduction Quantitative sensory testing (QST) is often used to understand the perceptual basis of acute and chronic conditions, including pain. As the need grows for developing a mechanistic understanding of neurological pathways underlying perception in the basic and clinical sciences, there is a greater need to adapt techniques such as QST to the magnetic resonance (MR) environment. No studies have yet evaluated the impact of the MR environment on the perception of thermal stimuli. This study aimed to evaluate the differences in temperature sensitivity outside an MR environment and during an MRI scanning session. We hypothesized that there would be a difference in how participants reported their pain sensitivity between the two environments. Methods Healthy participants underwent thermal QST outside the MR scanning environment, where they were asked to rate the temperature of a noxious stimulus at which they perceived their pain to be 7/10, using a Likert scale ranging from 0 to 10. Participants repeated this procedure inside a 3.0 T MRI approximately 30 min later. We repeated our investigation in a clinical cohort of participants with a chronic pain condition. Results There were statistically significant changes of 1.1°C in thermal sensitivity between environments. This increase in pain threshold was found in healthy participants and replicated in the clinical cohort. Discussion Findings can be applied toward improving MR safety, the resolution of brain pathways underlying pain mechanisms, and to more broadly comment on the impact of the MR environment on investigations that integrate perception-influenced processes.
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Affiliation(s)
- Ayeong (Jenny) Kim
- Department of Anesthesiology, Critical Care, and Pain Medicine, Pain and Affective Neuroscience Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- Biobehavioral Pain Innovations Lab, Department of Psychiatry and Behavioral Sciences, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
| | - Edina Szabo
- Department of Anesthesiology, Critical Care, and Pain Medicine, Pain and Affective Neuroscience Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- Biobehavioral Pain Innovations Lab, Department of Psychiatry and Behavioral Sciences, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
| | - Claire E. Lunde
- Department of Anesthesiology, Critical Care, and Pain Medicine, Pain and Affective Neuroscience Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- Biobehavioral Pain Innovations Lab, Department of Psychiatry and Behavioral Sciences, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- Nuffield Department of Women’s & Reproductive Health, Oxford University, Oxford, United Kingdom
| | - Gabriela Comptdaer
- Department of Anesthesiology, Critical Care, and Pain Medicine, Pain and Affective Neuroscience Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- Biobehavioral Pain Innovations Lab, Department of Psychiatry and Behavioral Sciences, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
| | - David Zurakowski
- Departments of Anesthesiology and Surgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
| | - Christine B. Sieberg
- Department of Anesthesiology, Critical Care, and Pain Medicine, Pain and Affective Neuroscience Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- Biobehavioral Pain Innovations Lab, Department of Psychiatry and Behavioral Sciences, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States
| | - Scott A. Holmes
- Department of Anesthesiology, Critical Care, and Pain Medicine, Pain and Affective Neuroscience Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
- Pediatric Pain Pathway Lab, Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, MA, United States
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10
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Fuller AM, Bharde S, Sikandar S. The mechanisms and management of persistent postsurgical pain. FRONTIERS IN PAIN RESEARCH 2023; 4:1154597. [PMID: 37484030 PMCID: PMC10357043 DOI: 10.3389/fpain.2023.1154597] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 06/16/2023] [Indexed: 07/25/2023] Open
Abstract
An estimated 10%-50% of patients undergoing a surgical intervention will develop persistent postsurgical pain (PPP) lasting more than 3 months despite adequate acute pain management and the availability of minimally invasive procedures. The link between early and late pain outcomes for surgical procedures remains unclear-some patients improve while others develop persistent pain. The elective nature of a surgical procedure offers a unique opportunity for prophylactic or early intervention to prevent the development of PPP and improve our understanding of its associated risk factors, such as pre-operative anxiety and the duration of severe acute postoperative pain. Current perioperative pain management strategies often include opioids, but long-term consumption can lead to tolerance, addiction, opioid-induced hyperalgesia, and death. Pre-clinical models provide the opportunity to dissect mechanisms underpinning the transition from acute to chronic, or persistent, postsurgical pain. This review highlights putative mechanisms of PPP, including sensitisation of peripheral sensory neurons, neuroplasticity in the central nervous system and nociceptive signalling along the neuro-immune axis.
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11
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Vervullens S, Meert L, Meeus M, Baert I, Heusdens CHW, Caethoven C, Charpentier N, Vervliet A, Smeets RJEM. Evolution of somatosensory processing signs after nociceptive targeted surgery in patients with musculoskeletal disorders: a systematic review. Pain 2023; 164:1428-1450. [PMID: 36727896 DOI: 10.1097/j.pain.0000000000002867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 12/30/2022] [Indexed: 02/03/2023]
Abstract
ABSTRACT Surgery is often advised when conservative treatment fails in musculoskeletal pain conditions, but a substantial proportion still suffers chronic pain after surgery. Somatosensory processing system (SPS) signs were previously studied as potential predictors for chronic postsurgical pain, but results are inconsistent. Therefore, studying the evolution of SPS signs could be of added value. The aim was to summarize all studies that measured how SPS signs evolved after nociceptive targeted surgery in musculoskeletal disorders and to find preoperative, perioperative, and postoperative predictors for the evolution of these SPS signs. Data were summarized, and risk of bias and level of evidence and recommendation were determined. Twenty-one studies were included. Five scored a low, 3 a moderate, and 13 a high risk of bias. In general, no consistent evolution of SPS signs comparing preoperative and postoperative values and predictors for this evolution in musculoskeletal disorders could be found. In most cases, static quantitative sensory testing (QST) did not change or conflicting results were found. On the other hand, dynamic QST mostly improved after surgery. Worthfully mentioning is that worsening of SPS signs was only seen at a follow-up of <3 months after surgery, that conclusions are stronger when evaluating dynamic QST with a follow-up of ≥3 months after surgery, and that pain improvement postsurgery was an important predictor. Future high-quality research should focus on the evolution of SPS signs after nociceptive targeted surgery, accounting for pain improvement groups and focusing on preoperative, perioperative, and postoperative predictors of this evolution.
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Affiliation(s)
- Sophie Vervullens
- Research Group MOVANT, Department of Rehabilitation Sciences and Physiotherapy (REVAKI), University of Antwerp, Wilrijk, Belgium
- Research School CAPHRI, Department of Rehabilitation Medicine, Maastricht University Maastricht, the Netherlands
- Pain in Motion International Research Group (PiM) Antwerp, Belgium
| | - Lotte Meert
- Research Group MOVANT, Department of Rehabilitation Sciences and Physiotherapy (REVAKI), University of Antwerp, Wilrijk, Belgium
- Research School CAPHRI, Department of Rehabilitation Medicine, Maastricht University Maastricht, the Netherlands
- Pain in Motion International Research Group (PiM) Antwerp, Belgium
| | - Mira Meeus
- Research Group MOVANT, Department of Rehabilitation Sciences and Physiotherapy (REVAKI), University of Antwerp, Wilrijk, Belgium
- Pain in Motion International Research Group (PiM) Antwerp, Belgium
- Department of Rehabilitation Sciences and Physiotherapy, Ghent University, Ghent, Belgium
| | - Isabel Baert
- Research Group MOVANT, Department of Rehabilitation Sciences and Physiotherapy (REVAKI), University of Antwerp, Wilrijk, Belgium
- Pain in Motion International Research Group (PiM) Antwerp, Belgium
| | - Christiaan H W Heusdens
- Department of Orthopedics and Traumatology, University Hospital of Antwerp, Antwerp, Belgium
- Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium
| | - Cleo Caethoven
- Research Group MOVANT, Department of Rehabilitation Sciences and Physiotherapy (REVAKI), University of Antwerp, Wilrijk, Belgium
| | - Nina Charpentier
- Research Group MOVANT, Department of Rehabilitation Sciences and Physiotherapy (REVAKI), University of Antwerp, Wilrijk, Belgium
| | - Amber Vervliet
- Research Group MOVANT, Department of Rehabilitation Sciences and Physiotherapy (REVAKI), University of Antwerp, Wilrijk, Belgium
| | - Rob J E M Smeets
- Research School CAPHRI, Department of Rehabilitation Medicine, Maastricht University Maastricht, the Netherlands
- Pain in Motion International Research Group (PiM) Antwerp, Belgium
- CIR Revalidatie, Eindhoven, the Netherlands
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12
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Li R, Holley AL, Palermo TM, Ohls O, Edwards RR, Rabbitts JA. Feasibility and reliability of a quantitative sensory testing protocol in youth with acute musculoskeletal pain postsurgery or postinjury. Pain 2023; 164:1627-1638. [PMID: 36727891 PMCID: PMC10277219 DOI: 10.1097/j.pain.0000000000002865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 12/16/2022] [Indexed: 02/03/2023]
Abstract
ABSTRACT Quantitative sensory testing (QST) is increasingly used in pediatric chronic pain; however, assessment in youth with acute musculoskeletal (MSK) pain is limited. This study evaluated the feasibility, reliability, and sources of variability of a brief QST protocol in 2 clinical samples of youth with acute MSK pain. Participants were 277 youth (M age = 14.5 years, SD = 2.0, range = 11-18 years, 59% female, 81% non-Hispanic) across 3 geographic study sites who completed a QST protocol assessing pressure and thermal pain sensitivity, temporal summation of pain, and conditioned pain modulation 8 weeks after MSK surgery (n = 100) or within 4 weeks after an acute MSK injury (n = 177). High feasibility was demonstrated by protocol completion rates ranging from 97.5% to 100% for each task, with 95.3% of youth completing all tasks. Reliability was high, with reliability coefficients of >0.97 for 7 out of 8 QST parameters and minimal influence of examiner or participating site effects. Younger youth had lower pressure and heat pain thresholds (11-12 vs 13-18 years, d = -0.80 to -0.56) and cold pain tolerance (d = -0.33). Hispanic youth had higher pressure and heat pain thresholds (d = 0.37-0.45) and pain ratings for cold pain tolerance (d = 0.54) compared with non-Hispanic youth. No significant differences were observed in QST values by sex or personal contextual factors at the time of assessment (momentary pain, menstrual period, use of pain medications). Overall findings demonstrate feasibility of a brief QST protocol with youth with diverse acute MSK pain and data provide initial support for the reliability of this QST protocol for multisite research studies.
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Affiliation(s)
- Rui Li
- Center for Child Health, Behavior & Development, Seattle Children’s Research Institute, Seattle, WA, United States
| | - Amy L. Holley
- Division of Psychology, Department of Pediatrics, Oregon Health and Science University (OHSU), Portland, OR, United States
| | - Tonya M. Palermo
- Center for Child Health, Behavior & Development, Seattle Children’s Research Institute, Seattle, WA, United States
- Department of Anesthesiology & Pain Medicine, University of Washington School of Medicine, Seattle, WA, United States
| | - Olivia Ohls
- Center for Child Health, Behavior & Development, Seattle Children’s Research Institute, Seattle, WA, United States
| | - Robert R. Edwards
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Harvard Medical School, Massachusetts, United States
| | - Jennifer A. Rabbitts
- Department of Anesthesiology & Pain Medicine, University of Washington School of Medicine, Seattle, WA, United States
- Center for Clinical and Translational Research, Seattle Children’s Research Institute, Seattle, Washington, United States
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13
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Petersen KKS, Kilic K, Hertel E, Sejersgaard-Jacobsen TH, Jørgensen MK, Troelsen A, Arendt-Nielsen L, Boye Larsen D. Quantitative sensory testing as an assessment tool to predict the response to standard pain treatment in knee osteoarthritis: a systematic review and meta-analysis. Pain Rep 2023; 8:e1079. [PMID: 38699564 PMCID: PMC11065125 DOI: 10.1097/pr9.0000000000001079] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 02/27/2023] [Accepted: 03/09/2023] [Indexed: 05/05/2024] Open
Abstract
Emerging evidence suggest that quantitative sensory testing (QST) may predict the treatment response to pain-relieving therapies. This systematic review and meta-analysis focus on the predictive value of QST for pain management of knee osteoarthritis (OA). MEDLINE and EMBASE were systematically searched for all studies from year 2000 to 2023 on pretreatment QST and treatment of OA including surgical, pharmaceutical, and nonsurgical and nonpharmaceutical therapies. Preclinical studies and reviews were excluded. The systematic review followed the PRISMA guidelines and was pre-registered on the Open Science Framework website (link: https://osf.io/4FETK/, Identifier: DOI 10.17605/OSF.IO/4FETK). Meta-analysis were conducted to demonstrate the strength of the pre-treatment QST predictions on pain outcomes after OA treatments. Sixteen surgical (all on total knee arthroplasty [TKA], N = 1967), 5 pharmaceutical (4 on non-steroidal anti-inflammatory drugs [NSAIDs], N = 271), and 4 exercise-based therapy studies (N = 232) were identified. Pretreatment QST parameters predicted pain-relieving treatment outcomes in 81% of surgical, 100% of pharmaceutical, and 50% of exercise-based therapy studies. Meta-analyses found pretreatment QST profiles to predicted pain outcomes after TKA (random effects: 0.309, 95% confidence interval [CI]: 0.206-0.405, P < 0.001), NSAIDs (random effects: 0.323, 95% CI: 0.194-0.441, P < 0.001), and exercise-based therapies (random effects: 0.417, 95% CI: 0.138-0.635, P = 0.004). The overall risk of bias for the included studies was low to moderate. This systematic review and meta-analysis demonstrate weak-to-moderate associations between pretreatment QST and pain outcomes after standard OA pain treatments. Based on this work, it is hypothesized that a subset of specific pain sensitive patients with OA exist and that these patients do not respond adequately to standard OA pain treatments.
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Affiliation(s)
- Kristian Kjær-Staal Petersen
- Center for Neuroplasticity and Pain (CNAP), SMI, Department of Health Science and Technology, School of Medicine, Aalborg University, Aalborg, Denmark
- Center for Mathematical Modeling of Knee Osteoarthritis (MathKOA), Department of Material and Production, Faculty of Engineering and Science, Aalborg University, Aalborg, Denmark
| | - Kübra Kilic
- Center for Neuroplasticity and Pain (CNAP), SMI, Department of Health Science and Technology, School of Medicine, Aalborg University, Aalborg, Denmark
| | - Emma Hertel
- Center for Neuroplasticity and Pain (CNAP), SMI, Department of Health Science and Technology, School of Medicine, Aalborg University, Aalborg, Denmark
- Center for Mathematical Modeling of Knee Osteoarthritis (MathKOA), Department of Material and Production, Faculty of Engineering and Science, Aalborg University, Aalborg, Denmark
| | - Trine Hyttel Sejersgaard-Jacobsen
- Department of Anesthesia, Aalborg University Hospital, Thisted, Denmark
- Department of Orthopedic Anesthesia, Aalborg University Hospital, Aalborg, Denmark
| | - Marlene Kanstrup Jørgensen
- Department of Anesthesia, Aalborg University Hospital, Thisted, Denmark
- Department of Orthopedic Anesthesia, Aalborg University Hospital, Aalborg, Denmark
| | - Anders Troelsen
- Department of Orthopedic Surgery, Copenhagen University Hospital, Hvidovre, Denmark
| | - Lars Arendt-Nielsen
- Center for Neuroplasticity and Pain (CNAP), SMI, Department of Health Science and Technology, School of Medicine, Aalborg University, Aalborg, Denmark
- Center for Mathematical Modeling of Knee Osteoarthritis (MathKOA), Department of Material and Production, Faculty of Engineering and Science, Aalborg University, Aalborg, Denmark
- Department of Medical Gastroenterology, Mech-Sense, Aalborg University Hospital, Aalborg, Denmark
| | - Dennis Boye Larsen
- Center for Neuroplasticity and Pain (CNAP), SMI, Department of Health Science and Technology, School of Medicine, Aalborg University, Aalborg, Denmark
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Dias P, Tavares I, Fonseca S, Pozza DH. Outcomes of a QST Protocol in Healthy Subjects and Chronic Pain Patients: A Controlled Clinical Trial. Biomedicines 2023; 11:biomedicines11041023. [PMID: 37189640 DOI: 10.3390/biomedicines11041023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 03/21/2023] [Accepted: 03/23/2023] [Indexed: 03/29/2023] Open
Abstract
Chronic pain is an important cause of disability with a high burden to society. Quantitative sensory testing (QST) is a noninvasive multimodal method used to discriminate the function of nerve fibers. The aim of this study is to propose a new, reproducible, and less time-consuming thermal QST protocol to help characterize and monitor pain. Additionally, this study also compared QST outcomes between healthy and chronic pain subjects. Forty healthy young/adult medical students and fifty adult/elderly chronic pain patients were evaluated in individual sessions including pain history, followed by QST assessments divided into three proposed tests: pain threshold, suprathreshold, and tonic pain. In the chronic pain group, a significantly higher pain threshold (hypoesthesia) and a higher pain sensibility (hyperalgesia) were demonstrated at threshold temperature when compared to healthy participants. The sensitivity to the suprathreshold and tonic stimulus did not prove to be significantly different between both groups. The main results demonstrated that the heat threshold QST tests can be helpful in evaluating hypoesthesia and that the sensitivity threshold temperature test can demonstrate hyperalgesia in individuals with chronic pain. In conclusion, this study demonstrates the importance of using tools such as QST as a complement to detect changes in several pain dimensions.
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15
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Transition from acute to chronic pain: a misleading concept? Pain 2022; 163:e985-e988. [PMID: 35384919 DOI: 10.1097/j.pain.0000000000002631] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 03/08/2022] [Indexed: 11/27/2022]
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