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Mickle AM, Staud R, Garvan CS, Kusko DA, Sambuco N, Addison BR, Vincent KR, Redden DT, Goodin BR, Fillingim RB, Sibille KT. Dispositional traits help explain individual differences in relationships between a radiographic knee osteoarthritis measure, pain, and physical function. Ther Adv Musculoskelet Dis 2024; 16:1759720X241235805. [PMID: 38516228 PMCID: PMC10956141 DOI: 10.1177/1759720x241235805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 02/02/2024] [Indexed: 03/23/2024] Open
Abstract
Background The concordance between radiograph-derived Kellgren-Lawrence (KL) scores for knee osteoarthritis (KOA) and experimental and clinical pain and KOA-related physical function is conflicting. Objectives We investigate whether the inclusion of dispositional traits reduces variability between KOA radiographic findings, experimental pain, clinical pain, and function in individuals with knee pain. Design This study is a cross-sectional, secondary analysis of data collected from the UPLOAD-II study. Methods Adults aged 45-85 years with and without knee pain were enrolled. Data collected included sociodemographics, knee radiographs, experimental pain, clinical pain and function, and trait affect. Vulnerable and protective dispositional traits were classified from combined positive and negative trait affect measures. KL scores were determined from the knee radiographs. Unadjusted and adjusted (age, sex, comorbidities, and body mass index) regression analyses were completed with SAS version 9.4 (Cary, NC, USA). Results The study included 218 individuals with a mean age of 58 years, 63.6% women, and 48.2% non-Hispanic black adults. Dispositional traits were associated with the experimental pain measures. No association between radiographic KOA and experimental pain was observed. In a combined and adjusted analysis, dispositional traits were predictive of knee punctate pain temporal summation (p = 0.0382). Both dispositional traits and radiographic KOA scores independently and combined were predictive of Graded Chronic Pain Scale pain and function, and Western Ontario and McMaster University pain and function (ps ⩽ 0.01). Improvements in R2 were noted across all models with the inclusion of dispositional traits. Conclusion Consideration of dispositional traits reduces the variability between radiographic KOA and pain and function. Non-pathological and associated pain-related psychological factors and dispositional traits might serve as parsimonious proxy tools to improve clinical assessments. Registration N/A.
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Affiliation(s)
- Angela M. Mickle
- Department of Physical Medicine & Rehabilitation, University of Florida, Campus Box 100242, 2004 Mowry Road, Gainesville, FL 32610, USA
- Department of Community Dentistry, University of Florida, Gainesville, FL, USA
| | - Roland Staud
- Department of Medicine, University of Florida, Gainesville, FL, USA
| | - Cynthia S. Garvan
- Department of Anesthesiology, University of Florida, Gainesville, FL, USA
| | - Daniel A. Kusko
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Nicola Sambuco
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
| | - Brittany R. Addison
- Department of Physical Medicine and Rehabilitation, University of Florida, Gainesville, FL, USA
| | - Kevin R. Vincent
- Department of Physical Medicine and Rehabilitation, University of Florida, Gainesville, FL, USA
| | - David T. Redden
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Burel R. Goodin
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
- Department of Anesthesiology, Washington University, St. Louis, MO, USA
| | - Roger B. Fillingim
- Department of Community Dentistry, University of Florida, Gainesville, FL, USA
- Pain Research Center of Excellence, University of Florida, Gainesville, FL, USA
| | - Kimberly T. Sibille
- Department of Physical Medicine and Rehabilitation, University of Florida, Gainesville, FL, USA
- Department of Anesthesiology, University of Florida, Gainesville, FL, USA
- Pain Research Center of Excellence, University of Florida, Gainesville, FL, USA
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Mickle AM, Sibille KT. Deciphering relationships between stress biomarkers and fibromyalgia syndrome with implications relevant to other chronic pain conditions. Pain 2024; 165:243-245. [PMID: 38100365 PMCID: PMC10752222 DOI: 10.1097/j.pain.0000000000003111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2023]
Affiliation(s)
- Angela M Mickle
- Department of Physical Medicine & Rehabilitation, University of Florida, Gainesville, FL, United States
| | - Kimberly T Sibille
- Department of Physical Medicine & Rehabilitation, University of Florida, Gainesville, FL, United States
- Division of Pain Medicine, Department of Anesthesiology, University of Florida, Gainesville, FL, United States
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Sambuco N, Mickle AM, Garvan C, Cardoso J, Johnson AJ, Kusko DA, Addison A, Glover TL, Staud R, Redden D, Goodin B, Fillingim RB, Sibille KT. Vulnerable Dispositional Traits and Chronic Pain: Predisposing but not Predetermining. THE JOURNAL OF PAIN 2022; 23:693-705. [PMID: 34856411 DOI: 10.1016/j.jpain.2021.11.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 11/08/2021] [Accepted: 11/17/2021] [Indexed: 01/13/2023]
Abstract
Dispositional traits can be protective or contribute to increased vulnerability in individuals with chronic pain. This study aims to evaluate the association between two dispositional trait measures, affect balance style and multi-domain trait groups, with psychosocial measures, clinical pain, functional pain, and experimental pain at two years in individuals with chronic knee pain. The study is a prospective analysis of 168 community dwelling individuals aged 45 to 85 years old with knee pain with or at risk for knee osteoarthritis. At baseline, affect balance style and multi-domain trait groups were associated with psychosocial measures, clinical pain, and functional status. At the two-year time point, the multi-domain trait groups were associated with the clinical pain measures. Interestingly, individuals with previously demonstrated vulnerable traits showed more variability in dispositional trait status at the two-year time point compared to those with dispositional traits previously demonstrated as more protective. Findings reiterate that dispositional traits are predisposing but are not predetermining regarding pain-related experiences. PERSPECTIVE: Vulnerable and protective dispositional traits are positively and negatively associated with clinical pain and functional limitations respectively. Although considered relatively stable, a 30-50% shift in dispositional traits was indicated over a two-year period. Findings highlight that dispositional trait are modifiable and thus, predisposing but not predetermining for persisting chronic pain.
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Affiliation(s)
- Nicola Sambuco
- College of Public Health and Health Professions, Department of Clinical and Health Psychology, University of Florida, Gainesville, Florida.
| | - Angela M Mickle
- College of Dentistry, Community Dentistry and Behavioral Science, University of Florida, Gainesville, Florida; College of Dentistry, Pain Research and Intervention Center of Excellence, University of Florida, Gainesville, Florida
| | - Cynthia Garvan
- College of Medicine, Anesthesiology, University of Florida, Gainesville, Florida
| | - Josue Cardoso
- College of Dentistry, Pain Research and Intervention Center of Excellence, University of Florida, Gainesville, Florida
| | - Alisa J Johnson
- College of Dentistry, Pain Research and Intervention Center of Excellence, University of Florida, Gainesville, Florida
| | - Daniel A Kusko
- College of Arts and Science, Psychology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Adriana Addison
- College of Arts and Science, Psychology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Toni L Glover
- School of Nursing, Oakland University, Rochester, Michigan
| | - Roland Staud
- College of Dentistry, Pain Research and Intervention Center of Excellence, University of Florida, Gainesville, Florida; College of Medicine, Rheumatology, University of Florida, Gainesville, Florida
| | - David Redden
- College of Medicine, Public Health, University of Alabama at Birmingham, Birmingham, Alabama
| | - Burel Goodin
- College of Arts and Science, Psychology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Roger B Fillingim
- College of Dentistry, Community Dentistry and Behavioral Science, University of Florida, Gainesville, Florida; College of Dentistry, Pain Research and Intervention Center of Excellence, University of Florida, Gainesville, Florida
| | - Kimberly T Sibille
- College of Dentistry, Pain Research and Intervention Center of Excellence, University of Florida, Gainesville, Florida; College of Medicine, Anesthesiology, University of Florida, Gainesville, Florida; College of Medicine, Aging and Geriatric Research, University of Florida, Gainesville, Florida
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Medial Prefrontal Transcranial Direct Current Stimulation Aimed to Improve Affective and Attentional Modulation of Pain in Chronic Low Back Pain Patients. J Clin Med 2021; 10:jcm10040889. [PMID: 33671714 PMCID: PMC7926794 DOI: 10.3390/jcm10040889] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 02/09/2021] [Accepted: 02/18/2021] [Indexed: 01/09/2023] Open
Abstract
Chronic low back pain (CLBP) is often without clear underlying pathology. Affective disturbance and dysfunctional pain mechanisms, commonly observed in populations with CLBP, have, therefore, been suggested as potential contributors to CLBP development and maintenance. However, little consensus exists on how these features interact and if they can be targeted using non-invasive brain stimulation. In this pilot trial, 12 participants completed two phases (Active or Sham) of high-definition transcranial direct current stimulation (HD-tDCS) to the medial prefrontal cortex, applied for 20 min on three consecutive days. Clinical pain ratings, questionnaires, and sensitivity to painful cuff pressure were completed at baseline, then 4 trials of conditioned pain modulation (CPM; alone, with distraction using a Flanker task, with positive affect induction, and with negative affect induction using an image slideshow) were performed prior to HD-tDCS on Day 1 and Day 4 (24 h post-HD-tDCS). At baseline, attentional and affective manipulations were effective in inducing the desired state (p < 0.001) but did not significantly change the magnitude of CPM-effect. Active HD-tDCS was unable to significantly alter the magnitude of the shift in valence and arousal due to affective manipulations, nor did it alter the magnitude of CPM under any basal, attentional, or affective manipulation trial significantly on Day 4 compared to sham. The CPM-effect was greater across all manipulations on Day 1 than Day 4 (p < 0.02) but also showed poor reliability across days. Future work is needed to expand upon these findings and better understand how and if HD-tDCS can be used to enhance attentional and affective effects on pain modulation.
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Bouncing back after lumbar spine surgery: early postoperative resilience is associated with 12-month physical function, pain interference, social participation, and disability. Spine J 2021; 21:55-63. [PMID: 32736036 DOI: 10.1016/j.spinee.2020.07.013] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 06/09/2020] [Accepted: 07/21/2020] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Positive psychosocial factors early after surgery, such as resilience and self-efficacy, may be important characteristics for informing individualized postoperative care. PURPOSE To examine the association of early postoperative resilience and self-efficacy on 12-month physical function, pain interference, social participation, disability, pain intensity, and physical activity after lumbar spine surgery. STUDY DESIGN/SETTING Pooled secondary analysis of prospectively collected trial data from two academic medical centers. PATIENT SAMPLE Two hundred and forty-eight patients who underwent laminectomy with or without fusion for a degenerative lumbar condition. OUTCOME MEASURES Physical function, pain inference, and social participation (ability to participate in social roles and activities) were measured using the Patient Reported Outcomes Measurement Information System. The Oswestry Disability Index, Numeric Rating Scale, and accelerometer activity counts were used to measure disability, pain intensity, and physical activity, respectively. METHODS Participants completed validated outcome questionnaires at 6 weeks (baseline) and 12 months after surgery. Baseline positive psychosocial factors included resilience (Brief Resilience Scale) and self-efficacy (Pain Self-Efficacy Questionnaire). Multivariable linear regression analyses were used to assess the associations between early postoperative psychosocial factors and 12-month outcomes adjusting for age, sex, study site, randomized group, fusion status, fear of movement (Tampa Scale for Kinesiophobia), and outcome score at baseline. This study was funded by Patient-Centered Outcomes Research Institute and Foundation for Physical Therapy Research. There are no conflicts of interest. RESULTS Resilience at 6 weeks after surgery was associated with 12-month physical function (unstandardized beta=1.85 [95% confidence interval [CI]: 0.29; 3.40]), pain interference (unstandardized beta=-1.80 [95% CI: -3.48; -0.12]), social participation (unstandardized beta=2.69 [95% CI: 0.97; 4.41]), and disability (unstandardized beta=-3.03 [95% CI: -6.04; -0.02]). Self-efficacy was associated with 12-month disability (unstandardized beta=-0.21 [95% CI: -0.37; -0.04]. CONCLUSIONS Postoperative resilience and pain self-efficacy were associated with improved 12-month patient-reported outcomes after spine surgery. Future work should consider how early postoperative screening for positive psychosocial characteristics can enhance risk stratification and targeted rehabilitation management in patients undergoing spine surgery.
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Hassett AL, Whibley D, Kratz A, Williams DA. Measures for the Assessment of Pain in Adults. Arthritis Care Res (Hoboken) 2020; 72 Suppl 10:342-357. [PMID: 33091243 DOI: 10.1002/acr.24222] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 04/09/2020] [Indexed: 12/16/2022]
Affiliation(s)
| | - Daniel Whibley
- University of Michigan, Ann Arbor, and University of Aberdeen, Aberdeen, Scotland
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Hassett AL, Pierce J, Goesling J, Fritsch L, Bakshi RR, Kohns DJ, Brummett CM. Initial validation of the electronic form of the Michigan Body Map. Reg Anesth Pain Med 2019; 45:rapm-2019-101084. [PMID: 31857372 DOI: 10.1136/rapm-2019-101084] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Revised: 11/26/2019] [Accepted: 11/30/2019] [Indexed: 11/04/2022]
Abstract
BACKGROUND The Michigan Body Map (MBM) was developed to assess pain location in a reliable and valid manner; however, electronic formats have not been validated. This study had two aims: (1) initial validation of the electronic form of the MBM (eMBM) and (2) preliminary test of assessing pain severity within body zones. METHODS For the first aim, 68 participants with chronic pain completed paper and electronic forms of the MBM, then underwent scripted interviews to assess preferences among body maps and verbal confirmation of pain locations. For the second aim, a subset of the participants (n=40) completed the Brief Pain Inventory (BPI) pain severity subscale, as well as the eMBM again and endorsed pain severity using additional screens showing body zones that contained areas in which pain was endorsed. RESULTS There were few discrepancies between MBM, eMBM and verbal report (1.9% and 1.6%, respectively), and no difference between forms in perceived ability to indicate areas of pain or ease of completion. Patients accurately indicated their bodily pain on both maps, with 84% and 87% reporting one or no errors on MBM and eMBM, respectively. Participants also reported no preference for which version best-depicted areas of pain or best distinguished left from right. Lastly, the most preferred measure was eMBM with pain severity zones, followed by eMBM without zones, followed by the BPI pain severity subscale. CONCLUSIONS These data support the validity of the eMBM for patients with chronic pain. Further, an expanded form of the eMBM that assesses pain severity was preferred by most participants.
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Affiliation(s)
- Afton L Hassett
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Jennifer Pierce
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Jenna Goesling
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Laura Fritsch
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Rishi R Bakshi
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, Michigan, USA
| | - David J Kohns
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, Michigan, USA
| | - Chad M Brummett
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan, USA
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Holehouse K, Oliver K, Rawlinson G, Roddam H. Collaborative service delivery to address public health issues within a musculoskeletal setting: evaluation of the Healthy Mind, Healthy Body project. INTERNATIONAL JOURNAL OF THERAPY AND REHABILITATION 2019. [DOI: 10.12968/ijtr.2018.00196] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Background/Aims There is a need for greater focus on public health and its impact on musculoskeletal conditions within healthcare delivery. Physiotherapists are well positioned to support this. Outpatient physiotherapy musculoskeletal services traditionally focus on rehabilitation and physical exercise, yet many service users require support to improve both their mental and physical health. This innovative service improvement aimed to embed integrated health promotion within musculoskeletal physiotherapy service delivery. Methods A physiotherapy-led multidisciplinary team introduced patients to other community-based support services to address wider health needs. Results Service evaluation demonstrated a high uptake of self-referral to community services, validating the potential benefit for musculoskeletal condition management. Positive patient feedback indicates that patients valued the service and were well-supported to engage with health improvement. Conclusions Musculoskeletal physiotherapy services need to consider the wider aspects of health, putting public health at the heart of musculoskeletal service delivery.
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Affiliation(s)
| | - Karen Oliver
- East Lancashire Hospitals NHS Trust, Blackburn, UK
| | - Gillian Rawlinson
- School of Health Sciences, University of Central Lancashire, Preston, UK
| | - Hazel Roddam
- School of Health Sciences, University of Central Lancashire, Preston, UK
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Pastor-Mira MA, López-Roig S, Martínez-Zaragoza F, León E, Abad E, Lledó A, Peñacoba C. Goal Preferences, Affect, Activity Patterns and Health Outcomes in Women With Fibromyalgia. Front Psychol 2019; 10:1912. [PMID: 31496975 PMCID: PMC6712496 DOI: 10.3389/fpsyg.2019.01912] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Accepted: 08/05/2019] [Indexed: 02/05/2023] Open
Abstract
Some motivational models understand health behavior as a result of the interaction between goal preferences and mood. However, this perspective has not been explored in fibromyalgia. Furthermore, in chronic pain, it has only been explored with regard to negative affect. Thus, our aims were: (1) to develop a Spanish version of the Goal Pursuit Questionnaire (GPQ); (2) to explore the relationships between goal preferences and health outcomes, testing the moderator role of affect and the mediating role of chronic pain activity patterns. We conducted two cross-sectional studies. In Study 1, after a double translation/back-translation process, we interviewed 94 women attending the Fibromyalgia Unit of the Community of Valencia in order to identify the cultural feasibility and the content validity of the GPQ. Study 2 comprised 260 women. We explored the GPQ structure and performed path analyses to test conditional mediation relationships. Eight activities from the original GPQ were changed while maintaining the conceptual equivalence. Exploratory factor analysis showed two factors: 'Pain-avoidance goal' and 'Mood-management goal' (37 and 13% of explained variance, respectively). These factors refer to patients' preference for hedonic goals (pain avoidance or mood-management) over achievement goals. Robust RMSEA fit index of the final models ranged from 0.039 for pain to 0.000 for disability and fibromyalgia impact. Pain avoidance goals and negative affect influenced pain mediated by task-contingent persistence. They also affected disability mediated by task and excessive persistence. Pain avoidance goals and positive affect influenced fibromyalgia impact mediated by activity avoidance. We also found a direct effect of negative and positive affect on health outcomes. Preference for pain avoidance goals was always related to pain, disability and fibromyalgia impact through activity patterns. Affect did not moderate these relationships and showed direct and indirect paths on health outcomes, mainly by increasing persistence and showing positive affect as an asset and not a risk factor. Intervention targets should include flexible reinforcement of achievement goals relative to pain avoidance goals and positive affect in order to promote task-persistence adaptive activity patterns and decreased activity avoidance.
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Affiliation(s)
| | - Sofía López-Roig
- Department of Behavioral Sciences and Health, Miguel Hernández University, Elche, Spain
| | | | - Eva León
- Department of Behavioral Sciences and Health, Miguel Hernández University, Elche, Spain
| | - Ester Abad
- Fibromyalgia Unit, San Vicente del Raspeig Hospital, San Vicente del Raspeig, Spain
| | - Ana Lledó
- Department of Behavioral Sciences and Health, Miguel Hernández University, Elche, Spain
| | - Cecilia Peñacoba
- Health Sciences Faculty, Rey Juan Carlos University, Madrid, Spain
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Hemington KS, Cheng JC, Bosma RL, Rogachov A, Kim JA, Davis KD. Beyond Negative Pain-Related Psychological Factors: Resilience Is Related to Lower Pain Affect in Healthy Adults. THE JOURNAL OF PAIN 2017; 18:1117-1128. [DOI: 10.1016/j.jpain.2017.04.009] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Revised: 04/21/2017] [Accepted: 04/25/2017] [Indexed: 11/29/2022]
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Hassett AL, Finan PH. The Role of Resilience in the Clinical Management of Chronic Pain. Curr Pain Headache Rep 2016; 20:39. [DOI: 10.1007/s11916-016-0567-7] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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