Pain Measures Research Articles

Preoperative measures of pain at rest and movement-evoked pain in knee arthroplasty: Associations with pain and function outcome trajectories from a prospective multicentre longitudinal cohort study.

The study of pain at rest (PAR) and movement-evoked pain (MEP) in persons with musculoskeletal pain has received substantial attention. Despite strong interest, relatively little attention has been directed to the psychometric development of these constructs. Our purpose was to explore the relationship between PAR and MEP and to examine the prognostic utility of these measures in persons with knee arthroplasty. We used prospectively collected data from persons scheduled for knee arthroplasty who had moderate to high levels of pain catastrophizing. Preoperative latent variables for PAR and MEP were developed and used to determine if they were associated with a binary latent variable of good versus poor pain and function outcome trajectories. Factor correlations were used to determine the extent to which the variance for PAR and MEP was overlapping. PAR and MEP are significant predictors of good versus poor pain and function classes. Odds ratios ranged from 1.21 to 1.64 (p < 0.001) indicating a significant increase in the likelihood of poor outcome. Correlation between PAR and MEP latent variables was high (r = 0.89; 95% CI: 0.86-0.92) indicating substantially overlapping variance. PAR and MEP, as defined in our study, can be used to make prognostic judgements regarding risk of poor postoperative outcome trajectory following knee arthroplasty. However, PAR and MEP showed substantially overlapping variance indicating that measurements of both are not necessary when making prognostic assessments. Preoperative PAR and MEP latent variables, as defined in our study, had prognostic significance for 1 year pain and function outcome trajectories. PAR and MEP latent variables had substantially overlapping variance which suggested that only one is needed to make prognostic judgements. The prognostic significance of PAR and MEP as well as their substantially overlapping variance is new to the field prognostic research in knee arthroplasty.

To escape the pain: Paths to voluntary turnover, social pain, and influences on the selection of a new job role

SummaryThe unfolding model of voluntary turnover established that there is no “one size fits all” turnover experience. Anecdotal evidence suggests that voluntary turnover experiences can be painful, yet the role of social pain (as distinct from dissatisfaction) in turnover and subsequent job selection has not yet received much scholarly attention. In Study 1, we re‐analyze 13 detailed case histories of employees who had recently quit one organization and entered another. Using a cluster analysis of the terms they used when describing their reasons for leaving and when describing what attracted them to their new roles, we find that experiencing social pain in the prior role affected the things people prioritized when selecting a new role. Furthermore, sentiment analysis revealed that higher social pain was linked with lower positive sentiment (hope, excitement, joy, etc.) during the job search process. Study 2 creates a self‐report measure of social pain, and Study 3 quantitatively reaffirms the relationship between social pain and subsequent affect. This set of studies provides initial evidence that social pain is different from the attitudinal constructs that have been traditionally incorporated into voluntary turnover models (e.g., satisfaction, commitment, embeddedness) and that social pain may have implications for turnover, retention, and employees' post‐turnover destinations.

Low Back Pain Complaints of Online Ojek Drivers in Indramayu Regency in 2021

Jobs as online motorcycle taxis attract a lot of public interest, but there are potential health problems for online motorcycle taxi drivers, one of the health problems is low back pain (lower back pain). This study was conducted to find complaints of low back pain in online motorcycle taxi drivers at the Indramayu Regency in 2021. This study used a cross-sectional design. The population in this study was 460 respondents. Samples were taken using purposive sampling of as many as 82 respondents. Measurement of Low back pain (lower back pain) using the Nordic body map. Data analysis was done by univariate, bivariate with chi-square test. The results of this study indicate that there are 56 respondents (68.3%) experiencing low back pain of moderate level. The results of the chi-square test showed that there was a significant relationship between years of service (p-value 0.00) and complaints of low back pain in online motorcycle taxi drivers in Indramayu Regency in 2021. In addition, the variables BMI (p-value 0.416), age (p-value 0.288), and smoking status (p-value 0.015) had no relationship with complaints of low back pain.

A Nonlinear Analysis of Nociceptive Flexion Reflex Changes Before and After Acute Inflammation

Objectives: The nociceptive flexion reflex (NFR) is used as a pseudo-objective measure of pain that is measured using electromyography (EMG). EMG signals can be analyzed using nonlinear methods to identify complex changes in physiological systems. Physiological complexity has been shown to allow a wider range of adaptable states for the system to deal with stressors. The purpose of this study was to examine changes in complexity and entropy of EMG signals from the biceps femoris during non-noxious stimuli and noxious stimuli that evoked the NFR before and after acute inflammation. Methods and Materials: Twelve healthy participants (25.17y ± 3.43) underwent the NFR protocol. EMG signal complexity was calculated using Hurst Exponent (H), determinism (DET), and recurrence rate (RR), and Sample Entropy (SampEn). Results: RR (∼200%), DET (∼70%), and H (∼35%) were higher and SampEn was reduced (∼50%) during the noxious stimulus that evoked the NFR compared to non-noxious stimuli. No significant differences were found for any of the complexity and entropy measures before and after exercise-induced inflammation (p<0.05). Reduced complexity (increased H, DET, and RR) and increased regularity (SampEn) reflect reduced adaptability to stressors. Conclusions: Nonlinear methods such as complexity and entropy measures could be useful in understanding how a healthy neuromuscular system responds to disturbances. The reductions in complexity following a noxious stimulus could reflect the neuromuscular system adapting to environmental conditions to prevent damage or injury to the body.

Pain Interference in Juvenile Idiopathic Arthritis.

Despite treatment advances, pain remains a serious problem for many children with juvenile idiopathic arthritis (JIA). To better understand pain in children with JIA and identify potentially modifiable factors, this study evaluated Patient-Reported Outcomes Measurement Information System (PROMIS) Pediatric Pain Interference (PI) and its relationships with other pain measures and demographic, clinical, psychosocial, and functional variables. This cross-sectional, observational, multicenter study used descriptive statistics and a mix of bivariate and multivariable analyses to describe PI and characterize relationships with other measures and variables. Among 355 children with JIA, 27% reported moderate or severe PI and 13.3% reported daily pain. PI correlated with other pain measures. Increasing age, decreasing disease duration, and increasing number of active joints, as well as presence of active disease, steroid treatment, and biologic treatment, were associated with greater PI. All PROMIS psychosocial and functional measures were associated with PI in the expected direction except for PROMIS Pediatric Physical Activity, which showed no association. In multivariable analyses, only PROMIS Fatigue, PROMIS Mobility, and the exploratory interaction of PROMIS Anxiety and disease-modifying antirheumatic drug treatment were significant. Moderate and severe PI was prevalent in this sample of children with JIA. PI increased with age and indicators of disease activity, but was more strongly associated with increasing fatigue and decreasing mobility. Findings support the use of PI as a short, easily administered multidimensional pain measure as part of routine clinical care. Fatigue, mobility, and disease activity should be assessed further when PI is high.

Crosswalking 4 Pain Impact Measures in a Nationally Representative Sample of Adults With Back Pain

ObjectiveTo generate crosswalk equations and tables for 4 pain impact measures: the Impact Stratification Score (ISS), Oswestry Disability Index (ODI), Roland-Morris Disability Questionnaire (RMDQ), and the Pain, Enjoyment of Life and General Activity Scale (PEG). DesignCross-sectional survey assessing demographics and pain impact. Crosswalks were developed using item-response theory (IRT) cocalibrations and linear regressions between the ISS, ODI, RMDQ, and PEG. SettingOnline panel. ParticipantsPopulation-based sample of United States adults aged 18 and older. Eligibility criteria were reporting current back pain, not reporting 2 fake health conditions, and having data for 2 or more pain measures (N=1530; 37% of sample). Crosswalks were developed (n=1030) and cross-validated in a subsample of 500 participants (n=125 randomly sampled from each ISS quartile). InterventionsNot applicable. Main Outcome MeasuresISS, ODI, RMDQ, and the PEG. ResultsAssociations of the ISS with the PEG and ODI met the criteria for IRT cocalibration. Other measure pairs were crosswalked using regression. Associations were strongest between the PEG and the ISS (r=0.87, normalized mean absolute error [NMAE]=0.38) and between the ODI and the ISS (r=0.85, NMAE=0.39). Associations were weakest between the PEG and the RMDQ (r=0.69, R2=0.48, NMAE: 0.55-0.58). Regression equations and IRT accounted for 48%-64% of the variance (NMAE: 0.38-0.58) in corresponding pain measures in the cross-validation sample. ConclusionsThe crosswalks between the ISS and common legacy pain measures created in this study of a nationally representative sample of United States adults with back pain can be used to estimate 1 pain impact measure from another. Further evaluation in clinical samples is recommended.

Current Trends in Modalities of Pain Assessment: A Narrative Review.

Pain is a common complaint among a spectrum of diseases. Although an ideal objective method of pain assessment is lacking, several validated tools are available for use in clinical research and practice. The tool considerations are based upon the parameters to be assessed and factors specific to patient, disease, and availability of instruments. This review classifies and brings the key aspects of currently available pain assessment tools on a single platform to ease the selection process for researchers/practitioners. The tools utilized for pain assessment were collected from articles available in PubMed and Google Scholar databases and classified into the following domains: unidimensional, multi-dimensional, investigation-based, and computerized algorithm-based tools. Their purpose of use and limitations are reviewed. The unidimensional scales are used to describe only the characteristics of pain, like intensity (e.g. numerical rating scale), type (e.g. neuropathic pain questionnaire), or pattern. In contrast, multi-dimensional tools, like Mc Gill Questionnaire, assess not only pain as an individual symptom but also its influence on physical functioning and general well-being. However, certain components like ethnicity, age, cognitive impairment, sedation, and emotion become a limiting factor in selecting the scale. In addition to these scales, a potential role of parameters such as biopotentials/markers has also been shown in pain assessment. Last, artificial intelligence is also being applied in evaluation of pain. Pain measurement is subjective in nature as assessed through questionnaires and observational tools. Currently, multi-dimensional approaches of pain assessment are available, which can lead to precision pain management.

Association of cannabis use with patient-reported pain measures among adults with chronic pain in US states with medical cannabis programs

IntroductionMost Americans live in a state that has legalized cannabis as a medical treatment for pain, but it is unclear how chronic pain intensity relates to cannabis use. Our objective...

Conclusions Regarding the Role of Expectations in Placebo Analgesia Studies May Depend on How We Investigate It: A Meta-Analysis, Systematic Review, and Proposal for Methodological Discussions.

Expectations are highlighted as a key component in placebo effects. However, there are different approaches to whether and how placebo studies should account for expectations, and the direct contribution has yet to be estimated in meta-analyses. Using different methodological approaches, this meta-analysis and systematic review examines the extent to which expectations contribute to pain in placebo studies. The databases PubMed, PsycINFO, Embase, and Web of Science were searched for placebo analgesia mechanism studies with numerical measures of both expectations and pain. Thirty-one studies, comprising 34 independent study populations (1566 subjects: patients and healthy participants) were included. Two meta-analyses were conducted: meta-analysis 1, using study-level data, estimated the effect of expectation interventions without taking measures of expectations into account (expectations assumed); and meta-analysis 2, using individual-level data, estimated the direct impact of participants' expectations on pain (expectations assessed). Risk of bias was assessed using the Cochrane risk-of-bias tool. Meta-analysis 1 showed a moderate effect of expectation interventions over no expectation intervention on pain intensity (Hedges g = 0.45, I2 = 54.19). Based on 10 studies providing individual-level data, meta-analysis 2 showed that expectations predicted pain intensity in placebo and control groups ( b = 0.36, SE = 0.05), although inconsistently across study methodologies. Participants' expectations contributed moderately to pain in placebo analgesia studies. However, this may largely be influenced by how we measure expectations and how their contribution is conceptualized and analyzed-both within and across studies.

Microfragmented Adipose Tissue Injection Reduced Pain Compared With a Saline Control Among Patients With Symptomatic Osteoarthritis of the Knee During 1-Year Follow-Up: A Randomized Controlled Trial

PurposeTo evaluate the effectiveness of microfragmented adipose tissue (MFAT) for pain relief and improved joint functionality in knee OA in a randomized, controlled clinical trial with 1-year follow-up. MethodsSeventy-five patients were stratified by baseline pain level, and randomized to one of three treatment groups: MFAT, corticosteroid (CS), or saline control (C) injection. Patients 18 years of age or older, diagnosed with symptomatic knee osteoarthritis, with radiographic evidence of knee osteoarthritis and a visual analog pain scale (VAS) score of 3/10 or greater were included. Patients were excluded if they had any prior intra-articular knee injection, current knee ligamentous instability or an allergy to lidocaine/corticosteroid. The VAS pain scale, Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC), and the Knee Injury and Osteoarthritis Outcome score (KOOS) were recorded pre-procedure and at 2 weeks, 6 weeks, 3 and 6 months, and 1 year follow-up. ResultsMFAT demonstrated consistent and statistically significant improvements across all primary outcome measures for joint pain and functionality compared to C. For MFAT, there was a significant improvement over baseline at each follow-up, with median (95% CI) KOOS Pain score changes of 18.1 (11.1, 26.4) at week 2 to 27.8 (19.4, 37.5) at 1 year. For CS, the median KOOS pain score reached a maximum of 22.2 (15.3, 30.6) at week 2, only to level off to 13.9 (-2.8, 29.2), a level not statistically different from baseline, at 1 year. The median changes for C hovered around 6-11 points, with statistically significant improvements over baseline indicating a placebo effect. Similar trends were seen for the WOMAC Pain score and VAS Pain score. ConclusionsIn this study, MFAT demonstrated a clinically significant improvement in primary outcome scores compared with a saline control group, while the corticosteroid group only showed statistically significant improvement compared to the control group at 2 and 6 weeks. This finding indicates that MFAT may be a viable alternative treatment for patients with knee OA that fall into the orthopaedic treatment gap.

Prospective Assessment of Outcomes After Femoral Condyle Osteochondral Allograft Transplantation With Concurrent Meniscus Allograft Transplantation.

Osteochondral allograft transplantation (OCAT) and meniscus allograft transplantation (MAT) have each become more commonly implemented for the treatment of young to middle-aged patients with complex knee pathology. Evidence regarding tibiofemoral OCAT in the setting of concurrent MAT is limited. The purpose of this study was to characterize outcomes for femoral condyle OCAT with concurrent MAT (OCAT+MAT) in the ipsilateral compartment of patients after evidence-based shifts in practice. It was hypothesized that OCAT+MAT would be associated with successful outcomes characterized by statistically significant and clinically meaningful improvements in patient-reported outcome measures (PROMs) of knee pain and function in >80% of patients for at least 2 years after transplantation. Case series; Level of evidence, 4. With institutional review board approval and documented informed consent, patients who underwent primary OCAT+MAT between 2016 and 2020 and enrolled in a lifelong registry for prospective collection of outcomes after OCAT were included. Patients with minimum 2-year follow-up data regarding complications, failures, adherence, and PROMs were analyzed. Patients who required OCAT and/or MAT revision or conversion to arthroplasty were defined as experiencing treatment failures. A total of 23 consecutive patients (mean age, 37.1 years; mean body mass index, 28 kg/m2; 14 men) met the inclusion criteria, with a mean follow-up of 51 months (range, 24-86 months). The initial treatment success rate was 78% based on 5 initial treatment failures, and the overall success rate was 83% based on a successful revision OCAT. All failures occurred in the medial compartment. Older patient age (42.2 vs 32.1 years; P = .046) and nonadherence to postoperative restriction and rehabilitation protocols (P = .033; odds ratio, 14) were significant risk factors for treatment failure. All measured PROMs achieved significant improvements (P < .001) and minimum clinically important differences at a minimum of 2 years postoperatively. OCAT+MAT was associated with successful short- to mid-term outcomes in 83% of cases. Evidence-based shifts in practice were implemented before the enrollment of this patient cohort. Older patients and those who were not adherent to postoperative restriction and rehabilitation protocols had a significantly higher risk for treatment failure and subsequent conversion to arthroplasty.

437. MEASUREMENT OF FUNCTIONAL, PSYCHOSOCIAL, AND QUALITY OF LIFE IMPACTS OF ROBOTIC VERSUS HYBRID OESOPHAGO-GASTRECTOMY

Abstract Background Since the introduction of Robotic-Assisted Minimally-Invasive Oesophago-gastrectomy (RAMIO), comparisons to other surgical approaches have focussed primarily on peri-operative and oncological outcomes. Few studies have focused on quality-of-life measures once the patient has been discharged home. We sought to compare physical, psychosocial, sleep, pain and employment related measures at six weeks following discharge in patients undergoing RAMIO versus Hybrid Oesophago-gastrectomy. Methods We performed a prospective cohort study comparing RAMIO and Hybrid Oesophago-gastrectomy. Twenty-five consecutive patients on a curative surgical pathway were recruited to each group. Participants were contacted via telephone pre-operatively and six weeks post-operatively. Parameters studied were: physical activity, social activity, sleep, pain control, and employment. Psychological wellbeing was measured using the Hospital Anxiety and Depression Scale, and quality of life with the European Organisation for Research and Treatment of Cancer questionnaires C30 (all cancer patients) and OG25 (patients undergoing oesophago-gastric cancer treatment). Results were analysed using Chi Square and Mann-Whitney-U statistical tests. Results There were no differences in age, ASA, or anaerobic threshold between study groups. At six weeks the RAMIO group was more likely than Hybrid to have returned to pre-operative physical and social activity (physical 7/25 vs. 1/25, p=0.04, social 13/25 vs. 5/25, p=0.03). The RAMIO group stopped regular analgesia earlier, and required fewer opiates. Patients were more likely to return to work in the RAMIO group (7/15 vs. 1/12,p=0.04). The RAMIO group had fewer cases of depression (2 vs. 9, p=0.03), lower QLQ C30 and OG25 scores, and reported higher overall health and quality of life scores (p=0.001). Conclusion We have demonstrated an improvement in physical and social activity, a faster return to work, a reduction in analgesia requirements, lower rates of depression and improved health and quality of life, six weeks post-operatively when comparing RAMIO to Hybrid Oesophago-Gastrectomy. This study has highlighted additional considerations for the selection of surgical modality in oesophago-gastrectomy beyond peri-operative outcomes. Further investigation across a larger sample size and longer time frame to quantify the full spectrum of potential benefits of robotic oesophago-gastric surgery is warranted.

Virtual Reality for Subacute Pain After Orthopedic Traumatic Musculoskeletal Injuries: A Mixed Methods Pilot Study.

Acute orthopedic traumatic musculoskeletal injuries are prevalent, costly, and often lead to persistent pain and functional limitations. Psychological risk factors (eg, pain catastrophizing and anxiety) exacerbate these outcomes but are often overlooked in acute orthopedic care. Addressing gaps in current treatment approaches, this mixed-methods pilot study explored the use of a therapeutic virtual reality (VR; RelieVRx ), integrating principles of mindfulness and cognitive-behavioral therapy, for pain self-management at home following orthopedic injury. We enrolled 10 adults with acute orthopedic injuries and elevated pain catastrophizing or pain anxiety from Level 1 Trauma Clinics within the Mass General Brigham health care system. Participants completed daily RelieVRx sessions at home for 8 weeks, which included pain education, relaxation, mindfulness, games, and dynamic breathing biofeedback. Primary outcomes were a priori feasibility, appropriateness, acceptability, satisfaction, and safety. Secondary outcomes were pre-post measures of pain, physical function, sleep, depression, and hypothesized mechanisms (pain self-efficacy, mindfulness, and coping). The VR and study procedures met or exceeded all benchmarks. We observed preliminary improvements in pain, physical functioning, sleep, depression, and mechanisms. Qualitative exit interviews confirmed high satisfaction with RelieVRx and yielded recommendations for promoting VR-based trials with orthopedic patients. The results support a larger randomized clinical trial of RelieVRx versus a sham placebo control to replicate the findings and explore mechanisms. There is potential for self-guided VR to promote evidence-based pain management strategies and address the critical mental health care gap for patients following acute orthopedic injuries.

Undernutrition, Sarcopenia, Sarcopenic Obesity, and Sarcopenic Undernutrition: A Cross-sectional View on Patients Before Total Joint Arthroplasty.

Diagnostic criteria of malnutrition phenotypes have been recently updated. Uncovering the prevalence of these conditions in patients undergoing hip replacement may be crucial in order to apply the most appropriate diagnostic-therapeutic paths to the right patient at the right time. Sixty patients aged between 60 and 85 undergoing elective hip replacement were recruited. Preoperative measures concerning eating behaviors, anthropometry, physical performance, laboratory parameters, and patient reported measures of pain and function were collected, used to make diagnosis, and explored whether they differed based on malnutrition categorization. Patients undernourished were 18.75%, sarcopenic 13.34%, sarcopenic obesity 4.26%, and 8.88% undernourished and sarcopenic. Well-nourished patients ate more cereals and meat, exhibited lower white blood cells but higher lymphocytes, and reported greater hip-related pain. One in three older patients undergoing elective hip replacement was malnourished. Eating behaviors and leucocytes were the discriminating factors between malnourished and well-nourished. It remains to be established whether malnutrition affects outcome after surgery.

Implementation of the WHO standards to assess quality of care for children with acute pain in EDs: findings of a multicentre study (CHOICE) in Italy

BackgroundThere is little experience on the use of the WHO Standards for improving the quality of care (QOC) for children. We describe the use of four prioritised WHO Standard-based Quality...

Kajian Karakteristik pada Anak Yang Terkonfirmasi Positif Covid-19 di Sumatera Barat Pada Periode Juli-Desember 2020

This study employed a pre-experimental method with a one-group pretest-posttest design. The sample size consisted of 30 respondents. The population included all laboring mothers in the first stage of labor with cervical dilation of 6–8 cm, selected through purposive sampling. Data collection was conducted using counterpressure with a birth ball questionnaires and the Numeric Rating Scale (NRS) for pain measurement. Data analysis was performed using the Wilcoxon test and paired t-test. The Wilcoxon test results showed a Z-value of -4.902 with an asymp.sig (2-tailed) value of 0.000 &gt; 0.05, indicating that the data supports the conclusion that there is a significant difference before and after performing counterpressure with a birth ball. Additionally, the paired t-test revealed that the average pain level before the intervention was 8.20, while the average pain level after the intervention was 6.23. This indicates a reduction in pain intensity with a difference of 1.97, and the significance value obtained was 0.000 &gt; 5% (p-value = 0.000 &lt; 0.05). Therefore, the hypothesis (Ha) is accepted, meaning that counterpressure with a birth ball has a significant effect on reducing labor pain during the active phase of the first stage of labor. The study suggests that counterpressure using a birth ball can be used as an alternative non-pharmacological therapy for pain management during the active phase of the first stage of labor.

Hubungan Teknik Couterpressure Massage Dengan Birth Ball Terhadap Penurunan Nyeri Persalinan Kala I Fase Aktif di PMB Wilayah Kelurahan Kembangan Selatan Kota Jakarta Barat Tahun 2023

This study employed a pre-experimental method with a one-group pretest-posttest design. The sample size consisted of 30 respondents. The population included all laboring mothers in the first stage of labor with cervical dilation of 6–8 cm, selected through purposive sampling. Data collection was conducted using counterpressure with a birth ball questionnaires and the Numeric Rating Scale (NRS) for pain measurement. Data analysis was performed using the Wilcoxon test and paired t-test. The Wilcoxon test results showed a Z-value of -4.902 with an asymp.sig (2-tailed) value of 0.000 &gt; 0.05, indicating that the data supports the conclusion that there is a significant difference before and after performing counterpressure with a birth ball. Additionally, the paired t-test revealed that the average pain level before the intervention was 8.20, while the average pain level after the intervention was 6.23. This indicates a reduction in pain intensity with a difference of 1.97, and the significance value obtained was 0.000 &gt; 5% (p-value = 0.000 &lt; 0.05). Therefore, the hypothesis (Ha) is accepted, meaning that counterpressure with a birth ball has a significant effect on reducing labor pain during the active phase of the first stage of labor. The study suggests that counterpressure using a birth ball can be used as an alternative non-pharmacological therapy for pain management during the active phase of the first stage of labor.

Resting-state frontal electroencephalography (EEG) biomarkers for detecting the severity of chronic neuropathic pain

Increasing evidence is present to enable pain measurement by using frontal channel EEG-based signals with spectral analysis and phase-amplitude coupling. To identify frontal channel EEG-based biomarkers for quantifying pain severity, we investigated band-power features to more complex features and employed various machine learning algorithms to assess the viability of these features. We utilized a public EEG dataset obtained from 36 patients with chronic pain during an eyes-open resting state and performed correlation analysis between clinically labelled pain scores and EEG features from Fp1 and Fp2 channels (EEG band-powers, phase-amplitude couplings (PAC), and its asymmetry features). We also conducted regression analysis with various machine learning models to predict patients’ pain intensity. All the possible feature sets combined with five machine learning models (Linear Regression, random forest and support vector regression with linear, non-linear and polynomial kernels) were intensively checked, and regression performances were measured by adjusted R-squared value. We found significant correlations between beta power asymmetry (r = −0.375), gamma power asymmetry (r = −0.433) and low beta to low gamma coupling (r = −0.397) with pain scores while band power features did not show meaningful results. In the regression analysis, Support Vector Regression with a polynomial kernel showed the best performance (R squared value = 0.655), enabling the regression of pain intensity within a clinically usable error range. We identified the four most selected features (gamma power asymmetry, PAC asymmetry of theta to low gamma, low beta to low/high gamma). This study addressed the importance of complex features such as asymmetry and phase-amplitude coupling in pain research and demonstrated the feasibility of objectively observing pain intensity using the frontal channel-based EEG, that are clinically crucial for early intervention.

Severe Cognitive Impairment in Trauma-Affected Refugees-Exploring the Impact of Traumatic Brain Injury.

Background/Objectives: This study explores the relationship between cognitive performance measured by the Symbol Digit Modality Test (SDMT) and the severity of self-reported head injury, traumatic brain injury (TBI), post-traumatic stress disorder (PTSD), depression, pain, and psychosocial dysfunction in a population of trauma-affected refugees. Refugees, especially those who have been subjected to torture, often face various difficulties, such as PTSD, depression and somatic disturbances (e.g., pain), which can significantly impact their day-to-day functioning. Methods: Participants included 141 adult refugees (38% women) with a mean age of 45.4 years (SD = 9.4) and 9.7 years (SD = 4.9) of education who were referred for treatment of post-traumatic distress to DIGNITY, Danish Institute Against Torture. Participants completed standardized self-report measures of PTSD, anxiety, depression, pain, and health-related disability and measures of trauma history, physical injuries including head injury and loss of consciousness, and the SDMT, a quick standardized performance-based measure of cognitive impairment. Results: Eighty-eight percent of participants evidenced signs of substantial cognitive impairment as indexed by lower SDMT scores. Those with a self-reported history of TBI, marked by loss of consciousness, exhibited lower SDMT scores and higher health-related disabilities. Severity of PTSD, depression, anxiety, and pain were highly correlated with lower SDMT scores. TBI history was not significantly associated with the severity of PTSD, depression, anxiety, or pain, suggesting a complex interplay among these factors. Conclusions: Cognitive impairments are prevalent in trauma-affected refugees, interacting with symptoms of post-traumatic stress and pain, likely explaining the high disability levels in this population. Further research should employ a broader range of cognitive measures and detailed investigations of head injury/TBI experiences to investigate their impact on overall functioning, treatment response, and longer-term outcomes. This study adds to a small but growing body of studies documenting cognitive impairments in trauma-affected refugees, highlighting the importance of addressing cognitive impairments in treatment for trauma-affected refugees, particularly those with histories of torture and TBI. Clinicians working with trauma-affected refugees should consider the assessment of cognitive difficulties as part of comprehensive care planning.

Clinical and biobehavioral phenotypic assessments and data harmonization for the RE-JOIN research consortium: Recommendations for common data element selection

BackgroundThe Restoring Joint Health and Function to Reduce Pain (RE-JOIN) Consortium is part of the Helping to End Addiction Long-term® (HEAL) Initiative. HEAL is an ambitious, NIH-wide initiative to speed scientific solutions to stem the national opioid public health crisis. The RE-JOIN consortium’s over-arching goal is to define how chronic joint pain-mediating neurons innervate different articular and peri-articular tissues, with a focus on the knee and temporomandibular joints (TMJ) across species employing the latest neuroscience approaches. The aim of this manuscript is to elucidate the human data gathered by the RE-JOIN consortium, as well as to expound upon its underlying rationale and the methodologies and protocols for harmonization and standardization that have been instituted by the RE-JOIN Consortium. MethodsThe consortium-wide human models working subgroup established the RE-JOIN minimal harmonized data elements that will be collected across all human studies and set the stage to develop parallel pre-clinical data collection standards. Data harmonization considerations included requirements from the HEAL program and recommendations from the consortium’s researchers and experts on informatics, knowledge management, and data curation. ResultsMultidisciplinary experts − including preclinical and clinical researchers, with both clinician-scientists- developed the RE-JOIN’s Minimal Human Data Standard with required domains and outcome measures to be collected across projects and institutions. The RE-JOIN minimal data standard will include HEAL Common Data Elements (CDEs) (e.g., standardized demographics, general pain, psychosocial and functional measures), and RE-JOIN common data elements (R-CDE) (i.e., both general and joint-specific standardized and clinically important self-reported pain and function measures, as well as pressure pain thresholds part of quantitative sensory testing). In addition, discretionary, site-specific measures will be collected by individual institutions (e.g., expanded quantitative sensory testing and gait biomechanical assessments), specific to the knee or TMJ. Research teams will submit datasets of standardized metadata to the RE-JOIN Data Coordinating Center (DCG) via a secure cloud-based central data repository and computing infrastructure for researchers to share and conduct analyses on data collected by or acquired for RE-JOIN. RE-JOIN datasets will have protected health information (PHI) removed and be publicly available on the SPARC portal and accessible through the HEAL Data Ecosystem. ConclusionData Harmonization efforts provide the multidisciplinary consortium with an opportunity to effectively collaborate across decentralized research teams, and data standardization sets the framework for efficient future analyses of RE-JOIN data collected by the consortium. The harmonized phenotypic information obtained will significantly enhance our understanding of the neurobiology of the pain-pathology relationships in humans, providing valuable insights for comparison with pre-clinical models.