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Alsubaie AM, Sanderson A, Cabral HV, Martinez-Valdes E, Falla D. Spinal kinematic variability is increased in people with chronic low back pain during a repetitive lifting task. J Electromyogr Kinesiol 2023; 73:102832. [PMID: 37897835 DOI: 10.1016/j.jelekin.2023.102832] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 09/26/2023] [Accepted: 10/13/2023] [Indexed: 10/30/2023] Open
Abstract
Changes in spinal kinematic variability have been observed in people with chronic non-specific LBP (CNSLBP) during the performance of various repetitive functional tasks. However, the direction of these changes (i.e., less or more kinematic variability) is not consistent. This study aimed to assess differences in kinematic variability of the 3D angular displacement of thoracic and lumbar spinal segments in people with CNSLBP compared to asymptomatic individuals during a repetitive lifting task. Eleven people with CNSLBP and 11 asymptomatic volunteers performed 10 cycles of multi-planar lifting movements while spinal kinematics were recorded. For the three planes of motion, point-by-point standard deviations (SDs) were computed across all cycles of lifting and the average was calculated as a measure of kinematic variability for both segments. People with CNSLBP displayed higher thoracic (F = 8.00, p = 0.010, ηp2 = 0.286) and lumbar kinematic variability (F = 5.48, p = 0.030, ηp2 = 0.215) in the sagittal plane. Moreover, group differences were observed in the transversal plane for thoracic (F = 7.62, p = 0.012, ηp2 = 0.276) and lumbar kinematic variability (F = 5.402, p = 0.031, ηp2 = 0.213), as well as in the frontal plane for thoracic (F = 7.27, p = 0.014, ηp2 = 0.267) and lumbar kinematic variability (F = 6.11, p = 0.022, ηp2 = 0.234), all showing higher variability in those with CNSLBP. A significant main effect of group was not detected (p > 0.05) for spinal range of motion (ROM). Thus, people with CNSLBP completed the lifting task with the same ROM in all three planes of motion as observed for asymptomatic individuals, yet they performed the lifting task with higher spinal kinematic cycle-to-cycle variation.
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Affiliation(s)
- Amal M Alsubaie
- Centre of Precision Rehabilitation for Spinal Pain (CPR Spine), School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom; Department of Physical Therapy, Faculty of Medical Rehabilitation Sciences, King Abdulaziz University, Jeddah, Saudi Arabia.
| | - Andy Sanderson
- Department of Sport and Exercise Sciences, Manchester Institute of Sport, Manchester Metropolitan University, Manchester, United Kingdom
| | - Hélio V Cabral
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Eduardo Martinez-Valdes
- Centre of Precision Rehabilitation for Spinal Pain (CPR Spine), School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Deborah Falla
- Centre of Precision Rehabilitation for Spinal Pain (CPR Spine), School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom
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Kiefer D, Braun J, Chatzistefanidi V, Kiltz U, Adolf D, Schwarze I, Kabelitz M, Lange U, Brandt-Jürgens J, Stemmler E, Sartingen S, Baraliakos X. Clinical Relevance of Axial Radiographic Damage in Axial Spondyloarthritis: Evaluation of Functional Consequences by an Objective Electronic Device. J Rheumatol 2023; 50:1422-1429. [PMID: 37061230 DOI: 10.3899/jrheum.2022-1240] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2023] [Indexed: 04/17/2023]
Abstract
OBJECTIVE Axial spondyloarthritis (axSpA) is associated with decreased function and mobility of patients as a result of inflammation and radiographic damage. The Epionics SPINE device (ES), an electronic device that objectively measures spinal mobility, including range of motion (RoM) and speed (ie, range of kinematics [RoK]) of movement, has been clinically validated in axSpA. We investigated the performance of the ES relative to radiographic damage in the axial skeleton of patients with axSpA. METHODS A total of 103 patients with axSpA, 31 with nonradiographic axSpA (nr-axSpA) and 72 with radiographic axSpA (r-axSpA), were consecutively examined. Conventional radiographs of the spine (including presence, number, and location of syndesmophytes) and the sacroiliac joints (SIJs; rated by the modified New York criteria) were analyzed with the ES. Function and mobility were assessed using analyses of covariance and Spearman correlation. RESULTS The number of syndesmophytes correlated positively with Bath Ankylosing Spondylitis Metrology Index scores (r 0.38, P = 0.02) and correlated negatively with chest expansion (r -0.39, P = 0.02) and ES measurements (-0.53 ≤ r ≤ -0.34, all P < 0.03), except for RoM and RoK regarding rotation and RoK for extension of the lumbar and thoracic spines. In the radiographic evaluation of the SIJs, the extent of damage correlated negatively with ES scores and metric measurements (-0.49 ≤ r ≤ -0.33, all P < 0.001). Patients with r-axSpA, as compared to those with nr-axSpA, showed significantly worse ES scores for RoM, RoK, and chest expansion. CONCLUSION The ES scores, in accordance with mobility measurements, correlated well with the presence and extent of radiographic damage in the spine and the SIJs. As expected, patients with r-axSpA had more severe impairments than those with nr-axSpA.
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Affiliation(s)
- David Kiefer
- D. Kiefer, MD, J. Braun, MD, V. Chatzistefanidi, MD, U. Kiltz, MD, X. Baraliakos, MD, Rheumazentrum Ruhrgebiet, Ruhr-University Bochum, Bochum;
| | - Jürgen Braun
- D. Kiefer, MD, J. Braun, MD, V. Chatzistefanidi, MD, U. Kiltz, MD, X. Baraliakos, MD, Rheumazentrum Ruhrgebiet, Ruhr-University Bochum, Bochum
| | - Varvara Chatzistefanidi
- D. Kiefer, MD, J. Braun, MD, V. Chatzistefanidi, MD, U. Kiltz, MD, X. Baraliakos, MD, Rheumazentrum Ruhrgebiet, Ruhr-University Bochum, Bochum
| | - Uta Kiltz
- D. Kiefer, MD, J. Braun, MD, V. Chatzistefanidi, MD, U. Kiltz, MD, X. Baraliakos, MD, Rheumazentrum Ruhrgebiet, Ruhr-University Bochum, Bochum
| | - Daniela Adolf
- D. Adolf, PhD, M. Kabelitz, StatConsult, Gesellschaft für klinische und Versorgungsforschung mbH, Magdeburg
| | | | - Maria Kabelitz
- D. Adolf, PhD, M. Kabelitz, StatConsult, Gesellschaft für klinische und Versorgungsforschung mbH, Magdeburg
| | - Uwe Lange
- U. Lange, MD, Rheumatologie und klinische Immunologie Campus Kerckhoff, Bad Nauheim, Universität Gießen, Gießen
| | | | - Edgar Stemmler
- E. Stemmler, PhD, S. Sartingen, PhD, Medical Immunology, AbbVie Deutschland GmbH & Co. KG, Wiesbaden, Germany
| | - Sabine Sartingen
- E. Stemmler, PhD, S. Sartingen, PhD, Medical Immunology, AbbVie Deutschland GmbH & Co. KG, Wiesbaden, Germany
| | - Xenofon Baraliakos
- D. Kiefer, MD, J. Braun, MD, V. Chatzistefanidi, MD, U. Kiltz, MD, X. Baraliakos, MD, Rheumazentrum Ruhrgebiet, Ruhr-University Bochum, Bochum
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Abu Bakar F, Staal JB, van Cingel R, Saito H, Ostelo R, van Dieën JH. Not all movements are equal: Differences in the variability of trunk motor behavior between people with and without low back pain-A systematic review with descriptive synthesis. PLoS One 2023; 18:e0286895. [PMID: 37682939 PMCID: PMC10490924 DOI: 10.1371/journal.pone.0286895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 07/02/2023] [Indexed: 09/10/2023] Open
Abstract
BACKGROUND Differences in variability of trunk motor behavior between people with and without low back pain (LBP) have been reported in the literature. However, the direction and consistency of these differences remain unclear. Understanding variability of trunk motor behavior between individuals with LBP and those without is crucial to better understand the impact of LBP and potentially optimize treatment outcomes. Identifying such differences may help tailor therapeutic interventions. OBJECTIVE This systematic review aims to answer the question: Is variability of trunk motor behavior different between people with and without LBP and if so, do people with LBP show more or less variability? Furthermore, we addressed the question whether the results are dependent on characteristics of the patient group, the task performed and the type of variability measure. METHODS This study was registered in PROSPERO (CRD42020180003). A comprehensive systematic literature search was performed by searching PubMed, Embase, Cinahl, Cochrane Central Register of Controlled Trials, Web of Science and Sport Discus. Studies were eligible if they (1) included a LBP group and a control group, (2) included adults with non-specific low back pain of any duration and (3) measured kinematic variability, EMG variability and/or kinetic variability. Risk of Bias was evaluated and a descriptive synthesis was performed. RESULTS Thirty-nine studies were included, thirty-one of which were included in the descriptive synthesis. In most studies and experimental conditions, variability did not significantly differ between groups. When significant differences were found, less variability in patients with LBP was more frequently reported than more variability, especially in gait-related tasks. CONCLUSIONS Given the considerable risk of bias of the included studies and the clinical characteristics of the participants with low severity scores for pain, disability and psychological measures, there is insufficient evidence to draw firm conclusions.
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Affiliation(s)
- Florian Abu Bakar
- Han University of Applied Sciences, Research Group Musculoskeletal Rehabilitation Nijmegen, Nijmegen, The Netherlands
| | - J. Bart Staal
- Han University of Applied Sciences, Research Group Musculoskeletal Rehabilitation Nijmegen, Nijmegen, The Netherlands
- Radboud Institute for Health Sciences, IQ Healthcare, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Robert van Cingel
- Radboud Institute for Health Sciences, IQ Healthcare, Radboud University Medical Centre, Nijmegen, The Netherlands
- Sports Medical Centre Papendal, Arnhem, The Netherlands
| | - Hiroki Saito
- Department of Physical Therapy, Tokyo University of Technology, Tokyo, Japan
| | - Raymond Ostelo
- Department of Health Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, The Netherlands
- Department of Epidemiology and Data Science, Amsterdam UMC Location Vrije Universiteit & Amsterdam Movement Sciences, Musculoskeletal Health, Amsterdam, The Netherlands
| | - Jaap H. van Dieën
- Department of Human Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, The Netherlands
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Herrero P, Ríos-Asín I, Lapuente-Hernández D, Pérez L, Calvo S, Gil-Calvo M. The Use of Sensors to Prevent, Predict Transition to Chronic and Personalize Treatment of Low Back Pain: A Systematic Review. SENSORS (BASEL, SWITZERLAND) 2023; 23:7695. [PMID: 37765752 PMCID: PMC10534870 DOI: 10.3390/s23187695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 08/25/2023] [Accepted: 09/02/2023] [Indexed: 09/29/2023]
Abstract
Non-specific low back pain (NSLBP) is a highly prevalent condition that implies substantial expenses and affects quality of life in terms of occupational and recreational activities, physical and psychological health, and general well-being. The diagnosis and treatment are challenging processes due to the unknown underlying causes of the condition. Recently, sensors have been included in clinical practice to implement its management. In this review, we furthered knowledge about the potential benefits of sensors such as force platforms, video systems, electromyography, or inertial measure systems in the assessment process of NSLBP. We concluded that sensors could identify specific characteristics of this population like impaired range of movement, decreased stability, or disturbed back muscular activation. Sensors could provide sufferers with earlier diagnosis, prevention strategies to avoid chronic transition, and more efficient treatment approaches. Nevertheless, the review has limitations that need to be considered in the interpretation of results.
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Affiliation(s)
- Pablo Herrero
- IIS Aragon—iHealthy Research Group, C. de San Juan Bosco, 13, 50009 Zaragoza, Spain; (P.H.); (D.L.-H.); (L.P.); (M.G.-C.)
- Department of Physiatry and Nursing, Faculty of Health Sciences, University of Zaragoza, C. de Domingo Miral, S/N, 50009 Zaragoza, Spain;
| | - Izarbe Ríos-Asín
- Department of Physiatry and Nursing, Faculty of Health Sciences, University of Zaragoza, C. de Domingo Miral, S/N, 50009 Zaragoza, Spain;
- Department of Physiotherapy, Faculty of Health Sciences, University of Granada, Av. de la Ilustración, 60, 18071 Granada, Spain
| | - Diego Lapuente-Hernández
- IIS Aragon—iHealthy Research Group, C. de San Juan Bosco, 13, 50009 Zaragoza, Spain; (P.H.); (D.L.-H.); (L.P.); (M.G.-C.)
- Department of Physiatry and Nursing, Faculty of Health Sciences, University of Zaragoza, C. de Domingo Miral, S/N, 50009 Zaragoza, Spain;
| | - Luis Pérez
- IIS Aragon—iHealthy Research Group, C. de San Juan Bosco, 13, 50009 Zaragoza, Spain; (P.H.); (D.L.-H.); (L.P.); (M.G.-C.)
- Department of Physiatry and Nursing, Faculty of Health Sciences, University of Zaragoza, C. de Domingo Miral, S/N, 50009 Zaragoza, Spain;
| | - Sandra Calvo
- IIS Aragon—iHealthy Research Group, C. de San Juan Bosco, 13, 50009 Zaragoza, Spain; (P.H.); (D.L.-H.); (L.P.); (M.G.-C.)
- Department of Physiatry and Nursing, Faculty of Health Sciences, University of Zaragoza, C. de Domingo Miral, S/N, 50009 Zaragoza, Spain;
| | - Marina Gil-Calvo
- IIS Aragon—iHealthy Research Group, C. de San Juan Bosco, 13, 50009 Zaragoza, Spain; (P.H.); (D.L.-H.); (L.P.); (M.G.-C.)
- Faculty of Physical Activity and Sports Sciences, Universidad de León, Cjón. Campus Vegazana, S/N, 24007 León, Spain
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Alsubaie AM, Mazaheri M, Martinez-Valdes E, Falla D. Is movement variability altered in people with chronic non-specific low back pain? A systematic review. PLoS One 2023; 18:e0287029. [PMID: 37315096 DOI: 10.1371/journal.pone.0287029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 05/28/2023] [Indexed: 06/16/2023] Open
Abstract
BACKGROUND Variability in spine kinematics is a common motor adaptation to pain, which has been measured in various ways. However, it remains unclear whether low back pain (LBP) is typically characterised by increased, decreased or unchanged kinematic variability. Therefore, the aim of this review was to synthesise the evidence on whether the amount and structure of spine kinematic variability is altered in people with chronic non-specific LBP (CNSLBP). METHODS Electronic databases, grey literature, and key journals were searched from inception up to August 2022, following a published and registered protocol. Eligible studies must investigated kinematic variability in CNSLBP people (adults ≥18 years) while preforming repetitive functional tasks. Two reviewers conducted screening, data extraction, and quality assessment independently. Data synthesis was conducted per task type and individual results were presented quantitatively to provide a narrative synthesis. The overall strength of evidence was rated using the Grading of Recommendations, Assessment, Development and Evaluation guidelines. FINDINGS Fourteen observational studies were included in this review. To facilitate the interpretation of the results, the included studies were grouped into four categories according to the task preformed (i.e., repeated flexion and extension, lifting, gait, and sit to stand to sit task). The overall quality of evidence was rated as a very low, primarily due to the inclusion criteria that limited the review to observational studies. In addition, the use of heterogeneous metrics for analysis and varying effect sizes contributed to the downgrade of evidence to a very low level. INTERPRETATION Individuals with chronic non-specific LBP exhibited altered motor adaptability, as evidenced by differences in kinematic movement variability during the performance of various repetitive functional tasks. However, the direction of the changes in movement variability was not consistent across studies.
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Affiliation(s)
- Amal M Alsubaie
- Centre of Precision Rehabilitation for Spinal Pain (CPR Spine), School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom
- Department of Physical Therapy, Faculty of Medical Rehabilitation Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Masood Mazaheri
- Department of Plastic and Reconstructive Surgery, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Eduardo Martinez-Valdes
- Centre of Precision Rehabilitation for Spinal Pain (CPR Spine), School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Deborah Falla
- Centre of Precision Rehabilitation for Spinal Pain (CPR Spine), School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom
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Saraceni N, Campbell A, Kent P, Ng L, Straker L, O'Sullivan P. Does intra-lumbar flexion during lifting differ in manual workers with and without a history of low back pain? A cross-sectional laboratory study. ERGONOMICS 2022; 65:1380-1396. [PMID: 35098885 DOI: 10.1080/00140139.2022.2036819] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Accepted: 01/13/2022] [Indexed: 06/14/2023]
Abstract
Advice to limit or avoid a flexed lumbar curvature during lifting is widely promoted to reduce the risk of low back pain (LBP), yet there is very limited evidence to support this relationship. To provide higher quality evidence this study compared intra-lumbar flexion in manual workers with (n = 21) and without a history of LBP (n = 21) during a repeated lifting task. In contrast to common expectations, the LBP group demonstrated less peak absolute intra-lumbar flexion during lifting than the noLBP group [adjusted difference -3.7° (95%CI -6.9 to -0.6)]. The LBP group was also further from the end of range intra-lumbar flexion and did not use more intra-lumbar range of motion during any lift condition (both symmetrical and asymmetrical lifts and different box loads). Peak absolute intra-lumbar flexion was more variable in the LBP group during lifting and both groups increased their peak absolute intra-lumbar flexion over the lift repetitions. This high-quality capture of intra-lumbar spine flexion during repeated lifting in a clinically relevant cohort questions dominant safe lifting advice.Practitioner summary: Lifting remains a common trigger for low back pain (LBP). This study demonstrated that people with LBP, lift with less intra-lumbar flexion than those without LBP. Providing the best quality in-vivo laboratory evidence, that greater intra-lumbar flexion is not associated with LBP in manual workers, raising questions about lifting advice.
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Affiliation(s)
- Nic Saraceni
- Curtin School of Allied Health, Curtin University, Perth, Australia
| | - Amity Campbell
- Curtin School of Allied Health, Curtin University, Perth, Australia
| | - Peter Kent
- Curtin School of Allied Health, Curtin University, Perth, Australia
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Leo Ng
- Curtin School of Allied Health, Curtin University, Perth, Australia
| | - Leon Straker
- Curtin School of Allied Health, Curtin University, Perth, Australia
| | - Peter O'Sullivan
- Curtin School of Allied Health, Curtin University, Perth, Australia
- Body Logic Physiotherapy Clinic, Perth, Australia
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Differences and Correlations of Anxiety, Sleep Quality, and Pressure-Pain Threshold between Patients with Chronic Low Back Pain and Asymptomatic People. Pain Res Manag 2022; 2022:8648584. [PMID: 35619991 PMCID: PMC9129994 DOI: 10.1155/2022/8648584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 05/07/2022] [Indexed: 11/17/2022]
Abstract
Background. Chronic low back pain (CLBP) is a clinically common and expensive disease. Patients frequently take sick leaves because of pain and dysfunction, and their unpleasant life and work experiences cause psychological depression and anxiety and affect their quality of life. Sleep disturbance is a common problem among patients with low back pain (LBP) with more than 50% complaining about poor sleep quality. This study aimed to explore the correlations between anxiety, sleep quality, and pressure-pain threshold (PPT) and their differences between patients with CLBP and asymptomatic people. Methods. Forty patients with CLBP and 40 asymptomatic people were recruited. Relevant data, including State-Trait Anxiety Inventory, Pittsburgh Sleep Quality Index, and PPT, were individually and independently collected by blinded physiotherapists with a practicing certificate and then statistically analyzed. An independent sample t-test was used to determine the intergroup differences between patients with CLBP and asymptomatic populations. Pearson correlation coefficient was employed for correlation analysis. Results. The CLBP group had significantly higher anxiety scores (41.64 ± 9.88 vs. 36.69 ± 8.31; t = −2.496,
) than the asymptomatic group. A significant difference was found in the total score of the Pittsburgh Sleep Quality Index (6.41 ± 2.43 vs. 5.09 ± 2.18; t = −2.628,
) but not in the trait anxiety (44.00 ± 7.83 vs. 42.67 ± 9.51; t = −0.695,
) of the two groups. State−Trait Anxiety Inventory showed a low to moderate negative correlation with PPT. No remarkable correlation was observed between Pittsburgh Sleep Quality Index and PPT. Conclusions. Patients with CLBP showed considerably worse state anxiety and sleep quality than asymptomatic people; however, no substantial difference in PPT was found between the two groups. The results suggest that in clinical practice, the focus should include pain and related social and psychological factors. CLBP treatment could be considered from multiple perspectives and disciplines.This trial is registered with Chinese Clinical Trial Registry (Trial registration: ChiCTR-TRC-13003701).
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Falla D, Devecchi V, Jiménez-Grande D, Rügamer D, Liew BXW. Machine learning approaches applied in spinal pain research. J Electromyogr Kinesiol 2021; 61:102599. [PMID: 34624604 DOI: 10.1016/j.jelekin.2021.102599] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 07/26/2021] [Accepted: 08/01/2021] [Indexed: 01/13/2023] Open
Abstract
The purpose of this narrative review is to provide a critical reflection of how analytical machine learning approaches could provide the platform to harness variability of patient presentation to enhance clinical prediction. The review includes a summary of current knowledge on the physiological adaptations present in people with spinal pain. We discuss how contemporary evidence highlights the importance of not relying on single features when characterizing patients given the variability of physiological adaptations present in people with spinal pain. The advantages and disadvantages of current analytical strategies in contemporary basic science and epidemiological research are reviewed and we consider how analytical machine learning approaches could provide the platform to harness the variability of patient presentations to enhance clinical prediction of pain persistence or recurrence. We propose that machine learning techniques can be leveraged to translate a potentially heterogeneous set of variables into clinically useful information with the potential to enhance patient management.
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Affiliation(s)
- Deborah Falla
- Centre of Precision Rehabilitation for Spinal Pain (CPR Spine), School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, UK.
| | - Valter Devecchi
- Centre of Precision Rehabilitation for Spinal Pain (CPR Spine), School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, UK
| | - David Jiménez-Grande
- Centre of Precision Rehabilitation for Spinal Pain (CPR Spine), School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, UK
| | - David Rügamer
- Department of Statistics, Ludwig-Maximilians-Universität München, Germany
| | - Bernard X W Liew
- School of Sport, Rehabilitation and Exercise Sciences, University of Essex, Colchester, Essex, UK
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Kiefer D, Baraliakos X, Adolf D, Chatzistefanidi V, Schwarze I, Lange U, Brandt-Jürgens J, Stemmler E, Sartingen S, Braun J. Successful evaluation of spinal mobility measurements with the Epionics SPINE device in patients with axial spondyloarthritis compared to controls. J Rheumatol 2021; 49:44-52. [PMID: 34393107 DOI: 10.3899/jrheum.201470] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/03/2021] [Indexed: 11/22/2022]
Abstract
OBJECTIVE To evaluate ES for quantification of spinal mobility in patients with axSpA. METHODS A total of 153 individuals, 39 females and 114 males, were examined:134 axSpA patients, 40 non-(nr-) and 94 radiographic (r)-axSpA, and 19 healthy controls (HC), respectively. The results were compared using mean ES scores and modeling was performed using multivariable logistic regression models resulting in good validity and high discriminative power. RESULTS ES measurements showed meaningful differences between axSpA patients and HC (all p<0.001) as well as between r- and nr-axSpA (p<0.01). In axSpA patients a negative correlation between ES and BASMI values was found: -0.76≤r≤-0.52 (p<0.05). BASFI scores showed a similar trend (r > -0.39). Patients with r-axSpA had a more limited and slower spinal mobility than those with nr-axSpA. Other patient reported outcomes did almost not correlate. CONCLUSION This study shows that the ES is an objective performance measure and a valid tool to assess spinal mobility in axSpA, also based on OMERACT criteria. RoK and RoM scores provide additional information on physical function of axSpA patients.
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Affiliation(s)
- David Kiefer
- Rheumazentrum Ruhrgebiet, Ruhr-University Bochum; StatConsult, Gesellschaft für klinische und Versorgungsforschung mbH Magdeburg, Germany; Praxis für Rheumatologie, Leipzig; Rheumatologie und klinische Immunologie Campus Kerckhoff, Bad Nauheim, Universität Gießen; Rheumatologische Schwerpunktpraxis, Berlin; Medical Immunology, AbbVie Deutschland GmbH & Co. KG, Germany. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. D. Kiefer, X. Baraliakos, D. Adolf, V. Chatzistefanidi, I. Schwarze, U. Lange, J. Brandt-Jürgens, and J. Braun received speaker or consulting fees from AbbVie. E. Stemmler, and S. Sartingen are employees of AbbVie and may own AbbVie stock. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. Corresponding author: David Kiefer, MD, Rheumazentrum Ruhrgebiet Herne, Ruhr-University Bochum, Claudiusstrasse 45, 44649 Herne, Germany.
| | - Xenofon Baraliakos
- Rheumazentrum Ruhrgebiet, Ruhr-University Bochum; StatConsult, Gesellschaft für klinische und Versorgungsforschung mbH Magdeburg, Germany; Praxis für Rheumatologie, Leipzig; Rheumatologie und klinische Immunologie Campus Kerckhoff, Bad Nauheim, Universität Gießen; Rheumatologische Schwerpunktpraxis, Berlin; Medical Immunology, AbbVie Deutschland GmbH & Co. KG, Germany. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. D. Kiefer, X. Baraliakos, D. Adolf, V. Chatzistefanidi, I. Schwarze, U. Lange, J. Brandt-Jürgens, and J. Braun received speaker or consulting fees from AbbVie. E. Stemmler, and S. Sartingen are employees of AbbVie and may own AbbVie stock. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. Corresponding author: David Kiefer, MD, Rheumazentrum Ruhrgebiet Herne, Ruhr-University Bochum, Claudiusstrasse 45, 44649 Herne, Germany.
| | - Daniela Adolf
- Rheumazentrum Ruhrgebiet, Ruhr-University Bochum; StatConsult, Gesellschaft für klinische und Versorgungsforschung mbH Magdeburg, Germany; Praxis für Rheumatologie, Leipzig; Rheumatologie und klinische Immunologie Campus Kerckhoff, Bad Nauheim, Universität Gießen; Rheumatologische Schwerpunktpraxis, Berlin; Medical Immunology, AbbVie Deutschland GmbH & Co. KG, Germany. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. D. Kiefer, X. Baraliakos, D. Adolf, V. Chatzistefanidi, I. Schwarze, U. Lange, J. Brandt-Jürgens, and J. Braun received speaker or consulting fees from AbbVie. E. Stemmler, and S. Sartingen are employees of AbbVie and may own AbbVie stock. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. Corresponding author: David Kiefer, MD, Rheumazentrum Ruhrgebiet Herne, Ruhr-University Bochum, Claudiusstrasse 45, 44649 Herne, Germany.
| | - Varvara Chatzistefanidi
- Rheumazentrum Ruhrgebiet, Ruhr-University Bochum; StatConsult, Gesellschaft für klinische und Versorgungsforschung mbH Magdeburg, Germany; Praxis für Rheumatologie, Leipzig; Rheumatologie und klinische Immunologie Campus Kerckhoff, Bad Nauheim, Universität Gießen; Rheumatologische Schwerpunktpraxis, Berlin; Medical Immunology, AbbVie Deutschland GmbH & Co. KG, Germany. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. D. Kiefer, X. Baraliakos, D. Adolf, V. Chatzistefanidi, I. Schwarze, U. Lange, J. Brandt-Jürgens, and J. Braun received speaker or consulting fees from AbbVie. E. Stemmler, and S. Sartingen are employees of AbbVie and may own AbbVie stock. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. Corresponding author: David Kiefer, MD, Rheumazentrum Ruhrgebiet Herne, Ruhr-University Bochum, Claudiusstrasse 45, 44649 Herne, Germany.
| | - Ilka Schwarze
- Rheumazentrum Ruhrgebiet, Ruhr-University Bochum; StatConsult, Gesellschaft für klinische und Versorgungsforschung mbH Magdeburg, Germany; Praxis für Rheumatologie, Leipzig; Rheumatologie und klinische Immunologie Campus Kerckhoff, Bad Nauheim, Universität Gießen; Rheumatologische Schwerpunktpraxis, Berlin; Medical Immunology, AbbVie Deutschland GmbH & Co. KG, Germany. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. D. Kiefer, X. Baraliakos, D. Adolf, V. Chatzistefanidi, I. Schwarze, U. Lange, J. Brandt-Jürgens, and J. Braun received speaker or consulting fees from AbbVie. E. Stemmler, and S. Sartingen are employees of AbbVie and may own AbbVie stock. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. Corresponding author: David Kiefer, MD, Rheumazentrum Ruhrgebiet Herne, Ruhr-University Bochum, Claudiusstrasse 45, 44649 Herne, Germany.
| | - Uwe Lange
- Rheumazentrum Ruhrgebiet, Ruhr-University Bochum; StatConsult, Gesellschaft für klinische und Versorgungsforschung mbH Magdeburg, Germany; Praxis für Rheumatologie, Leipzig; Rheumatologie und klinische Immunologie Campus Kerckhoff, Bad Nauheim, Universität Gießen; Rheumatologische Schwerpunktpraxis, Berlin; Medical Immunology, AbbVie Deutschland GmbH & Co. KG, Germany. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. D. Kiefer, X. Baraliakos, D. Adolf, V. Chatzistefanidi, I. Schwarze, U. Lange, J. Brandt-Jürgens, and J. Braun received speaker or consulting fees from AbbVie. E. Stemmler, and S. Sartingen are employees of AbbVie and may own AbbVie stock. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. Corresponding author: David Kiefer, MD, Rheumazentrum Ruhrgebiet Herne, Ruhr-University Bochum, Claudiusstrasse 45, 44649 Herne, Germany.
| | - Jan Brandt-Jürgens
- Rheumazentrum Ruhrgebiet, Ruhr-University Bochum; StatConsult, Gesellschaft für klinische und Versorgungsforschung mbH Magdeburg, Germany; Praxis für Rheumatologie, Leipzig; Rheumatologie und klinische Immunologie Campus Kerckhoff, Bad Nauheim, Universität Gießen; Rheumatologische Schwerpunktpraxis, Berlin; Medical Immunology, AbbVie Deutschland GmbH & Co. KG, Germany. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. D. Kiefer, X. Baraliakos, D. Adolf, V. Chatzistefanidi, I. Schwarze, U. Lange, J. Brandt-Jürgens, and J. Braun received speaker or consulting fees from AbbVie. E. Stemmler, and S. Sartingen are employees of AbbVie and may own AbbVie stock. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. Corresponding author: David Kiefer, MD, Rheumazentrum Ruhrgebiet Herne, Ruhr-University Bochum, Claudiusstrasse 45, 44649 Herne, Germany.
| | - Edgar Stemmler
- Rheumazentrum Ruhrgebiet, Ruhr-University Bochum; StatConsult, Gesellschaft für klinische und Versorgungsforschung mbH Magdeburg, Germany; Praxis für Rheumatologie, Leipzig; Rheumatologie und klinische Immunologie Campus Kerckhoff, Bad Nauheim, Universität Gießen; Rheumatologische Schwerpunktpraxis, Berlin; Medical Immunology, AbbVie Deutschland GmbH & Co. KG, Germany. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. D. Kiefer, X. Baraliakos, D. Adolf, V. Chatzistefanidi, I. Schwarze, U. Lange, J. Brandt-Jürgens, and J. Braun received speaker or consulting fees from AbbVie. E. Stemmler, and S. Sartingen are employees of AbbVie and may own AbbVie stock. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. Corresponding author: David Kiefer, MD, Rheumazentrum Ruhrgebiet Herne, Ruhr-University Bochum, Claudiusstrasse 45, 44649 Herne, Germany.
| | - Sabine Sartingen
- Rheumazentrum Ruhrgebiet, Ruhr-University Bochum; StatConsult, Gesellschaft für klinische und Versorgungsforschung mbH Magdeburg, Germany; Praxis für Rheumatologie, Leipzig; Rheumatologie und klinische Immunologie Campus Kerckhoff, Bad Nauheim, Universität Gießen; Rheumatologische Schwerpunktpraxis, Berlin; Medical Immunology, AbbVie Deutschland GmbH & Co. KG, Germany. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. D. Kiefer, X. Baraliakos, D. Adolf, V. Chatzistefanidi, I. Schwarze, U. Lange, J. Brandt-Jürgens, and J. Braun received speaker or consulting fees from AbbVie. E. Stemmler, and S. Sartingen are employees of AbbVie and may own AbbVie stock. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. Corresponding author: David Kiefer, MD, Rheumazentrum Ruhrgebiet Herne, Ruhr-University Bochum, Claudiusstrasse 45, 44649 Herne, Germany.
| | - Jürgen Braun
- Rheumazentrum Ruhrgebiet, Ruhr-University Bochum; StatConsult, Gesellschaft für klinische und Versorgungsforschung mbH Magdeburg, Germany; Praxis für Rheumatologie, Leipzig; Rheumatologie und klinische Immunologie Campus Kerckhoff, Bad Nauheim, Universität Gießen; Rheumatologische Schwerpunktpraxis, Berlin; Medical Immunology, AbbVie Deutschland GmbH & Co. KG, Germany. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. D. Kiefer, X. Baraliakos, D. Adolf, V. Chatzistefanidi, I. Schwarze, U. Lange, J. Brandt-Jürgens, and J. Braun received speaker or consulting fees from AbbVie. E. Stemmler, and S. Sartingen are employees of AbbVie and may own AbbVie stock. AbbVie sponsored this study and contributed to the design, study conduct, and analysis. AbbVie participated in the interpretation of data, review, and approval of the Manuscript. Corresponding author: David Kiefer, MD, Rheumazentrum Ruhrgebiet Herne, Ruhr-University Bochum, Claudiusstrasse 45, 44649 Herne, Germany.
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10
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Saito H, Watanabe Y, Kutsuna T, Futohashi T, Kusumoto Y, Chiba H, Kubo M, Takasaki H. Spinal movement variability associated with low back pain: A scoping review. PLoS One 2021; 16:e0252141. [PMID: 34029347 PMCID: PMC8143405 DOI: 10.1371/journal.pone.0252141] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 05/10/2021] [Indexed: 11/19/2022] Open
Abstract
Objective To identify suggestions for future research on spinal movement variability (SMV) in individuals with low back pain (LBP) by investigating (1) the methodologies and statistical tools used to assess SMV; (2) characteristics that influence the direction of change in SMV; (3) the methodological quality and potential biases in the published studies; and (4) strategies for optimizing SMV in LBP patients. Methods We searched literature databases (CENTRAL, Medline, PubMed, Embase, and CINAHL) and comprehensively reviewed the relevant papers up to 5 May 2020. Eligibility criteria included studies investigating SMV in LBP subjects by measuring trunk angle using motion capture devices during voluntary repeated trunk movements in any plane. The Newcastle-Ottawa risk of bias tool was used for data quality assessment. Results were reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews. Results Eighteen studies were included: 14 cross-sectional and 4 prospective studies. Seven linear and non-linear statistical tools were used. Common movement tasks included trunk forward bending and backward return, and object lifting. Study results on SMV changes associated with LBP were inconsistent. Two of the three interventional studies reported changes in SMV, one of which was a randomized controlled trial (RCT) involving neuromuscular exercise interventions. Many studies did not account for the potential risk of selection bias in the LBP population. Conclusion Designers of future studies should recognize that each of the two types of statistical tools assesses functionally different aspects of SMV. Future studies should also consider dividing participants into subgroups according to LBP characteristics, as three potential subgroups with different SMV characteristics were proposed in our study. Different task demands also produced different effects. We found preliminary evidence in a RCT that neuromuscular exercises could modify SMV, suggesting a rationale for well-designed RCTs involving neuromuscular exercise interventions in future studies.
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Affiliation(s)
- Hiroki Saito
- Department of Physical Therapy, Tokyo University of Technology, Ota-ku, Tokyo, Japan
- * E-mail:
| | - Yoshiteru Watanabe
- Department of Physical Therapy, Tokyo University of Technology, Ota-ku, Tokyo, Japan
| | - Toshiki Kutsuna
- Department of Physical Therapy, Tokyo University of Technology, Ota-ku, Tokyo, Japan
| | - Toshihiro Futohashi
- Department of Physical Therapy, Tokyo University of Technology, Ota-ku, Tokyo, Japan
| | - Yasuaki Kusumoto
- Department of Physical Therapy, Tokyo University of Technology, Ota-ku, Tokyo, Japan
| | - Hiroki Chiba
- Department of Physical Therapy, Secomedic Hospital, Funabashi, Chiba, Japan
- Postgraduate School, Saitama Prefectural University, Koshigaya, Saitama, Japan
| | - Masayoshi Kubo
- Department of Physical Therapy, Niigata University of Health and Welfare, Niigata, Niigata, Japan
| | - Hiroshi Takasaki
- Department of Physical Therapy, Saitama Prefectural University, Koshigaya, Saitama, Japan
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11
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Trinidad-Fernández M, Beckwée D, Cuesta-Vargas A, González-Sánchez M, Moreno FÁ, González-Jiménez J, Joos E, Vaes P. Differences in movement limitations in different low back pain severity in functional tests using an RGB-D camera. J Biomech 2020; 116:110212. [PMID: 33401131 DOI: 10.1016/j.jbiomech.2020.110212] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 11/25/2020] [Accepted: 12/11/2020] [Indexed: 11/19/2022]
Abstract
Low back pain (LBP) can lead to motor control disturbance which can be one of the causes of reoccurrence of the complaint. It is important to improve our knowledge of movement related disturbances during assessment in LBP and to classify patients according to the severity. The aim of this study is to present differences in kinematic variables using a RGB-D camera in order to classify LBP patients with different severity. A cross-sectional study was carried out. Subjects with non-specific subacute and chronic LBP were screened 6 weeks following an episode. Functional tests were bending trunk test, sock test and sit to stand test. Participants performed as many repetitions as possible during 30 s for each functional test. Angular displacement, velocity and acceleration, linear acceleration, time and repetitions were analysed. Participants were divided into two groups to determine their different LBP severity with a k-means clusters according to the results obtained in Roland Morris questionnaire (RMQ). Comparing different severity groups based on RMQ score (high impact = 17.15, low impact = 7.47), bending trunk test obtained significative differences in linear acceleration (p = 0.002-0.01). The differences of total linear acceleration during the Sit to Stand test were significative (p = 0.004-0.02). Sock test showed not significative differences between groups (p > 0.05). Linear acceleration variables during Sit to Stand test and Bending trunk test were significatively different between the different severity groups. RGB-D camera system and functional tests can detect kinematic differences in different type of LBP according to the functionality. Trial registration: ClinicalTrials.gov NCT03293095 "Functional Task Kinematic in Musculoskeletal Pathology" September 26, 2017.
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Affiliation(s)
- Manuel Trinidad-Fernández
- Rehabilitation Research (RERE) Research Group, Vrije Universiteit Brussel, 1090 Brussels, Belgium; Physiotherapy Department, Institute of Biomedical Research in Malaga (IBIMA), Clinimetric Group F-14, Universidad de Málaga, 29010 Málaga, Spain
| | - David Beckwée
- Rehabilitation Research (RERE) Research Group, Vrije Universiteit Brussel, 1090 Brussels, Belgium; Department of Rehabilitation Sciences and Physiotherapy, University of Antwerp, 2000 Antwerp, Belgium
| | - Antonio Cuesta-Vargas
- Physiotherapy Department, Institute of Biomedical Research in Malaga (IBIMA), Clinimetric Group F-14, Universidad de Málaga, 29010 Málaga, Spain; School of Clinical Science, Faculty of Health Science, Queensland University Technology, 4072 Brisbane, Australia.
| | - Manuel González-Sánchez
- Physiotherapy Department, Institute of Biomedical Research in Malaga (IBIMA), Clinimetric Group F-14, Universidad de Málaga, 29010 Málaga, Spain
| | - Francisco-Ángel Moreno
- Systems Engineering and Automation Deparment, Institute of Biomedical Research in Malaga (IBIMA), Universidad de Málaga, 29010 Málaga, Spain
| | - Javier González-Jiménez
- Systems Engineering and Automation Deparment, Institute of Biomedical Research in Malaga (IBIMA), Universidad de Málaga, 29010 Málaga, Spain
| | - Erika Joos
- Physical Medicine & Rehabilitation Department, UZ Brussel, 1090 Brussels, Belgium
| | - Peter Vaes
- Rehabilitation Research (RERE) Research Group, Vrije Universiteit Brussel, 1090 Brussels, Belgium
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12
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Liew BXW, De Nunzio AM, Srivastava S, Falla D. Influence of low back pain and its remission on motor abundance in a low-load lifting task. Sci Rep 2020; 10:17831. [PMID: 33082380 PMCID: PMC7576852 DOI: 10.1038/s41598-020-74707-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Accepted: 10/06/2020] [Indexed: 11/09/2022] Open
Abstract
Having an abundance of motor solutions during movement may be advantageous for the health of musculoskeletal tissues, given greater load distribution between tissues. The aim of the present study was to understand whether motor abundance differs between people with and without low back pain (LBP) during a low-load lifting task. Motion capture with electromyography (EMG) assessment of 15 muscles was performed on 48 participants [healthy control (con) = 16, remission LBP (rLBP) = 16, current LBP (cLBP) = 16], during lifting. Non-negative matrix factorization and uncontrolled manifold analysis were performed to decompose inter-repetition variability in the temporal activity of muscle modes into goal equivalent (GEV) and non-goal equivalent (NGEV) variabilities in the control of the pelvis and trunk linear displacements. Motor abundance occurs when the ratio of GEV to NGEV exceeds zero. There were significant group differences in the temporal activity of muscle modes, such that both cLBP and rLBP individuals demonstrated greater activity of muscle modes that reflected lumbopelvic coactivation during the lifting phase compared to controls. For motor abundance, there were no significant differences between groups. Individuals with LBP, including those in remission, had similar overall motor abundance, but use different activation profiles of muscle modes than asymptomatic people during lifting.
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Affiliation(s)
- Bernard X W Liew
- School of Sport, Rehabilitation and Exercise Sciences, University of Essex, Colchester, CO4 3SQ, Essex, UK.
| | - Alessandro Marco De Nunzio
- LUNEX International University of Health, Exercise and Sports, 50, avenue du Parc des Sports, 4671, Differdange, Luxembourg
| | - Shraddha Srivastava
- Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina, 77 President Street, Charleston, SC, 29425, USA
| | - Deborah Falla
- Centre of Precision Rehabilitation for Spinal Pain (CPR Spine), School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Edgbaston, B152TT, UK
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13
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Liew BXW, Rugamer D, De Nunzio AM, Falla D. Interpretable machine learning models for classifying low back pain status using functional physiological variables. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2020; 29:1845-1859. [PMID: 32124044 DOI: 10.1007/s00586-020-06356-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Revised: 02/05/2020] [Accepted: 02/18/2020] [Indexed: 01/20/2023]
Abstract
PURPOSE To evaluate the predictive performance of statistical models which distinguishes different low back pain (LBP) sub-types and healthy controls, using as input predictors the time-varying signals of electromyographic and kinematic variables, collected during low-load lifting. METHODS Motion capture with electromyography (EMG) assessment was performed on 49 participants [healthy control (con) = 16, remission LBP (rmLBP) = 16, current LBP (LBP) = 17], whilst performing a low-load lifting task, to extract a total of 40 predictors (kinematic and electromyographic variables). Three statistical models were developed using functional data boosting (FDboost), for binary classification of LBP statuses (model 1: con vs. LBP; model 2: con vs. rmLBP; model 3: rmLBP vs. LBP). After removing collinear predictors (i.e. a correlation of > 0.7 with other predictors) and inclusion of the covariate sex, 31 predictors were included for fitting model 1, 31 predictors for model 2, and 32 predictors for model 3. RESULTS Seven EMG predictors were selected in model 1 (area under the receiver operator curve [AUC] of 90.4%), nine predictors in model 2 (AUC of 91.2%), and seven predictors in model 3 (AUC of 96.7%). The most influential predictor was the biceps femoris muscle (peak [Formula: see text] = 0.047) in model 1, the deltoid muscle (peak [Formula: see text] = 0.052) in model 2, and the iliocostalis muscle (peak [Formula: see text] = 0.16) in model 3. CONCLUSION The ability to transform time-varying physiological differences into clinical differences could be used in future prospective prognostic research to identify the dominant movement impairments that drive the increased risk. These slides can be retrieved under Electronic Supplementary Material.
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Affiliation(s)
- Bernard X W Liew
- School of Sport, Rehabilitation and Exercise Sciences, University of Essex, Colchester, CO4 3SQ, Essex, UK.
| | - David Rugamer
- Department of Statistics, Ludwig-Maximilians-Universität München, Munich, Germany
- Chair of Statistics, School of Business and Economics, Humboldt University of Berlin, Berlin, Germany
| | - Alessandro Marco De Nunzio
- LUNEX International University of Health, Exercise and Sports, 50, Avenue du Parc des Sports, 4671, Differdange, Luxembourg
| | - Deborah Falla
- Centre of Precision Rehabilitation for Spinal Pain (CPR Spine), School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Edgbaston, B152TT, UK
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14
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To Flex or Not to Flex? Is There a Relationship Between Lumbar Spine Flexion During Lifting and Low Back Pain? A Systematic Review With Meta-analysis. J Orthop Sports Phys Ther 2020; 50:121-130. [PMID: 31775556 DOI: 10.2519/jospt.2020.9218] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE To evaluate whether lumbar spine flexion during lifting is a risk factor for low back pain (LBP) onset/persistence or a differentiator of people with and without LBP. DESIGN Etiology systematic review with meta-analysis. LITERATURE SEARCH Database search of ProQuest, CINAHL, MEDLINE, and Embase up to August 21, 2018. STUDY SELECTION CRITERIA We included peer-reviewed articles that investigated whether lumbar spine position during lifting was a risk factor for LBP onset or persistence or a differentiator of people with and without LBP. DATA SYNTHESIS Lifting-task comparison data were tabulated and summarized. The meta-analysis calculated an n-weighted pooled mean ± SD of the results in the LBP and no-LBP groups. If a study contained multiple comparisons (ie, different lifting tasks that used various weights or directions), then only 1 result from that study was included in the meta-analysis. RESULTS Four studies (1 longitudinal study and 3 cross-sectional studies across 5 articles) included in meta-analysis measured lumbar flexion with intralumbar angles and found no difference in peak lumbar spine flexion when lifting (1.5°; 95% confidence interval [CI]: -0.7°, 3.7°; P = .19 for the longitudinal study and -0.9°; 95% CI: -2.5°, 0.7°; P = .29 for the cross-sectional studies). Seven cross-sectional studies measured lumbar flexion with thoracopelvic angles and found that people with LBP lifted with 6.0° less lumbar flexion than people without LBP (95% CI: -11.2°, -0.9°; P = .02). Most (9/11) studies reported no significant between-group differences in lumbar flexion during lifting. The included studies were of low quality. CONCLUSION There was low-quality evidence that greater lumbar spine flexion during lifting was not a risk factor for LBP onset/persistence or a differentiator of people with and without LBP. J Orthop Sports Phys Ther 2020;50(3):121-130. Epub 28 Nov 2019. doi:10.2519/jospt.2020.9218.
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15
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Sung PS, Schalk BM, Latuszek N, Hosmer E. Compensatory spinopelvic motions with and without a handheld task following a perturbation in standing between subjects with and without chronic low back pain. Gait Posture 2020; 76:7-13. [PMID: 31707307 DOI: 10.1016/j.gaitpost.2019.10.040] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 10/01/2019] [Accepted: 10/29/2019] [Indexed: 02/08/2023]
Abstract
BACKGROUND A handheld task-related compensation strategy could be used to avoid injuries in subjects with chronic low back pain (LBP). Those who suffer with LBP demonstrate reduced spinopelvic motion; however, there is a lack of understanding on dynamic mobility with a handheld task. RESEARCH QUESTION Are there differences in three-dimensional spinopelvic motions following a treadmill-induced perturbation in subjects with LBP while considering a handheld task? METHODS Twenty-five subjects (11 female and 14 male) with LBP and 38 control subjects (15 female and 23 male) participated in the study. Each group was introduced to walking perturbations (0.86 m/sec, velocity in 0.1 sec) with and without a handheld tray in a standing position. The induced trip allowed subjects to recover by walking forward for a 5 second duration while the spinopelvic angles were measured during the trip and the subsequent recovery period. RESULTS There was no significant group difference in the three-dimensional (3D) spinopelvic motions while holding or not holding a tray. However, the groups demonstrated a significant interaction on tray usage with 3D motions in the spinopelvic regions (F = 13.46, p = 0.001). The sagittal plane motion was significantly minimized with a handheld task for both the lumbar spine and pelvis in the LBP group. SIGNIFICANCE The LBP group demonstrated minimized lumbar and pelvic motions in the sagittal plane, which underpins their concern to reduce motion while holding a tray. The significant interaction between groups on tray usage for spinopelvic compensation represents a strategy for avoiding injuries. Further studies are required to determine strategies to enhance lumbopelvic integration with handheld tasks in individuals with LBP.
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Affiliation(s)
- Paul S Sung
- Department of Physical Therapy/ Motion Analysis Center, Central Michigan University, United States.
| | - Bradley M Schalk
- Department of Physical Therapy/ Motion Analysis Center, Central Michigan University, United States
| | - Nicholas Latuszek
- Department of Health Sciences, Central Michigan University, United States
| | - Emily Hosmer
- Department of Health Sciences, Central Michigan University, United States
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16
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Larson DJ, Wang Y, Zwambag DP, Brown SHM. Characterizing Local Dynamic Stability of Lumbar Spine Sub-regions During Repetitive Trunk Flexion-Extension Movements. Front Sports Act Living 2019; 1:48. [PMID: 33344971 PMCID: PMC7739619 DOI: 10.3389/fspor.2019.00048] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Accepted: 09/25/2019] [Indexed: 11/13/2022] Open
Abstract
Using a technique of tracking intersegmental spine kinematics via skin surface markers, this study aimed to estimate local dynamic spine stability across smaller sub-regions (or segments) of the lumbar spine while also considering the impact of an external pelvic constraint during repetitive movements. Sixteen participants (10 males) performed two trials [Free Motion (FM), Pelvis Constrained (PC)] each consisting of 65 repetitive trunk flexion-extension movements to assess dynamic spine stability using maximum Lyapunov exponents (LyE). First, results indicated that LyE obtained from analysis of 30 repetitive flexion-extension movements did not differ from those obtained from analysis of greater numbers of repetitive movements, which aligns with results from a previous study for the whole lumbar spine. Next, for both males and females, and FM and PC trials, the most caudal region of the lumbar spine behaved the most dynamically stable, while upper lumbar regions behaved the most dynamically unstable. Finally, females demonstrated greater lumbar and intersegmental stability (lower LyE) during PC trials compared to FM, while males demonstrated slightly decreased lumbar and intersegmental stability (higher LyE) during PC trials compared to FM; this resulted in PC trials, but not FM trials, being different between sexes. Altogether, these data show that dynamic stability of lumbar spine sub-regions may be related to the proximity of the motion segment to rigid skeletal structures, and that consideration is needed when deciding whether to constrain the pelvis during analyses of dynamic spine stability.
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Affiliation(s)
- Dennis J Larson
- Spine and Muscle Biomechanics Lab, Department of Human Health and Nutritional Sciences, University of Guelph, Guelph, ON, Canada
| | - Yunxi Wang
- Spine and Muscle Biomechanics Lab, Department of Human Health and Nutritional Sciences, University of Guelph, Guelph, ON, Canada
| | - Derek P Zwambag
- Department of Kinesiology and Physical Education, Wilfrid Laurier University, Waterloo, ON, Canada
| | - Stephen H M Brown
- Spine and Muscle Biomechanics Lab, Department of Human Health and Nutritional Sciences, University of Guelph, Guelph, ON, Canada
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Kiefer D, Baraliakos X, Bühring B, Kiltz U, Braun J. [Epionics SPINE-use of an objective method to examine spinal mobility in patients with axial spondyloarthritis]. Z Rheumatol 2019; 79:143-152. [PMID: 31468167 DOI: 10.1007/s00393-019-00692-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Axial spondylarthritis (axSpA) is a chronic inflammatory disease of the spine that can be associated with loss of physical function, mobility and upright postural impairment. Established tools for the assessment of function that are largely based on subjective perception are semiquantitatively recorded by standardized questionnaires (Bath ankylosing spondylitis functional index, BASFI), while measurement of spinal mobility of patients with axSpA is based on physical examination of various movement regions particularly the axial skeleton (Bath ankylosing spondylitis metrology index, BASMI). Recently, a performance test has been added to assess the range of motion and speed of certain tasks (AS performance-based improved test, ASPI); however, since these tests have limited reliability and reproducibility, more objective tests would be desirable. In this study the spinal mobility of patients with axSpA was quantified using the Epionics SPINE device (ES) and data were evaluated using the outcome measures in rheumatology (OMERACT) criteria. The ES automatically measures various patterns of spinal movements using electronic sensors, which also assess the range and speed of carrying out movements. Patients with back pain from other causes and persons without back pain served as controls. The measurement results obtained with ES differed between the groups and correlated with BASMI values (r = 0.53-0.82, all p = <0.03). Patients with radiographically detectable axSpA had more limited and slower mobility than those with non-radiographically detectable axSpA. Overall, the results presented here suggest that ES measurements represent a valid and objective measurement procedure of spinal mobility for axSpA patients.
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Affiliation(s)
- D Kiefer
- Rheumazentrum Ruhrgebiet, Herne und Ruhr-Universität Bochum, Claudiusstr. 45, 44649, Herne, Deutschland
| | - X Baraliakos
- Rheumazentrum Ruhrgebiet, Herne und Ruhr-Universität Bochum, Claudiusstr. 45, 44649, Herne, Deutschland
| | - B Bühring
- Rheumazentrum Ruhrgebiet, Herne und Ruhr-Universität Bochum, Claudiusstr. 45, 44649, Herne, Deutschland
| | - U Kiltz
- Rheumazentrum Ruhrgebiet, Herne und Ruhr-Universität Bochum, Claudiusstr. 45, 44649, Herne, Deutschland
| | - J Braun
- Rheumazentrum Ruhrgebiet, Herne und Ruhr-Universität Bochum, Claudiusstr. 45, 44649, Herne, Deutschland.
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Shahvarpour A, Preuss R, Larivière C. The effect of extensible and non-extensible lumbar belts on trunk postural balance in subjects with low back pain and healthy controls. Gait Posture 2019; 72:211-216. [PMID: 31255888 DOI: 10.1016/j.gaitpost.2019.06.013] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Revised: 05/23/2019] [Accepted: 06/19/2019] [Indexed: 02/02/2023]
Abstract
BACKGROUND Previous findings suggest that wearing a lumbar belt may benefit some patients with low back pain; however, the mechanisms of action are not yet fully understood. RESEARCH QUESTION The effect of wearing two flexible (extensible and non-extensible) lumbar belts on trunk postural control was investigated during an unstable sitting task. METHODS Healthy subjects and subjects with LBP sat on a wobbling chair, with and without the lumbar belts. Chair rotation was measured in the sagittal and frontal planes, and 10 linear and nonlinear measures of balance were computed to assess the quantity (3 measures) and quality (7 measures) of the movements. RESULTS Both lumbar belts induced similar changes in specific measures of trunk postural control, for both subject groups, generally indicative of more instability and less controllability, but with low effect sizes (0.14 and 0.40). Subjects with LBP also showed lower entropy (complexity; effect size 0.93) and higher determinism (predictability; effect size 0.56) than healthy controls, under all test conditions. These findings indicate that the subjects with LBP used a less complex, more predictable trunk postural control strategy, suggestive of impaired adaptability and responsiveness to dynamic trunk postural control demands. The findings also suggest other factors related to dynamic adaptability may be impaired by lumbar belt use. SIGNIFICANCE The effects of the lumbar belts on trunk postural control were small, however, their practical implications for the management of LBP remain to be determined in relation to other effects of lumbar belts (e.g. increased mechanical stiffness).
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Affiliation(s)
- Ali Shahvarpour
- Institut de recherche Robert-Sauvé en santé et en sécurité du travail (IRSST), 505 Boul. de Maisonneuve O, Montreal, QC, H3A 3C2, Canada; Center for Interdisciplinary Research in Rehabilitation of Greater Montreal (CRIR), Montreal, QC, Canada.
| | - Richard Preuss
- School of Physical and Occupational Therapy, McGill University, 3654 prom Sir-William-Osler, Montreal, QC, H3G 1Y5, Canada; Center for Interdisciplinary Research in Rehabilitation of Greater Montreal (CRIR), Montreal, QC, Canada.
| | - Christian Larivière
- Institut de recherche Robert-Sauvé en santé et en sécurité du travail (IRSST), 505 Boul. de Maisonneuve O, Montreal, QC, H3A 3C2, Canada; Center for Interdisciplinary Research in Rehabilitation of Greater Montreal (CRIR), Montreal, QC, Canada.
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Bauer CM, Kankaanpää MJ, Meichtry A, Rissanen SM, Suni JH. Efficacy of six months neuromuscular exercise on lumbar movement variability - A randomized controlled trial. J Electromyogr Kinesiol 2019; 48:84-93. [PMID: 31252284 DOI: 10.1016/j.jelekin.2019.06.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Revised: 06/11/2019] [Accepted: 06/20/2019] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION Lumbar movement variability during heavy, repetitive work may be a protective mechanism to diminish the progression of lumbar disorders and maintain neuromuscular functional integrity. The effect of neuromuscular exercise (NME) on the variability of lumbar movement is still to be determined. METHODS A randomised controlled trial was conducted on a population of nursing personnel with subacute LBP. Following randomization, the NME group participants completed an NME program of six months duration. The participants in the control group only attended the assessment sessions. The outcomes were assessed at: baseline; after six months intervention; 12 months. The primary outcome was lumbar movement variability based on angular displacement and velocity. RESULTS A positive treatment effect on lumbar movement variability was seen after six months of NME intervention. Angular displacement improved, and angular velocity remained constant. At the 12-month follow up, however, the effect faded in the NME group. Lumbar movement variability worsened in the control group over all time periods. CONCLUSION NME may improve lumbar movement variability in the short term and may indicate improved neuromuscular functional integrity. The design of an optimal NME program to achieve long-term improvement in lumbar movement variability is a subject worthy of further research.
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Affiliation(s)
- C M Bauer
- University of Tampere, School of Medicine, Kalevantie 4, 33014 University of Tampere, Finland; Zurich University of Applied Sciences, Department of Health, Institute of Physiotherapy, Technikumstrasse 71, 8400 Winterthur, Switzerland.
| | - M J Kankaanpää
- University of Tampere, School of Medicine, Kalevantie 4, 33014 University of Tampere, Finland; Pirkanmaa Hospital District, Physical and Rehabilitation Medicine Outpatient Clinic, Box 2000, 33521 Tampere, Finland.
| | - A Meichtry
- Zurich University of Applied Sciences, Department of Health, Institute of Physiotherapy, Technikumstrasse 71, 8400 Winterthur, Switzerland.
| | - S M Rissanen
- University of Eastern Finland, Department of Applied Physics, P.O. Box 1627, 70211 Kuopio, Finland.
| | - J H Suni
- UKK Institute for Health Promotion Research, Kaupinpuistonkatu 1, 33500 Tampere, Finland.
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Abstract
Compared to healthy individuals, patients with low back pain demonstrate differences in all aspects of trunk motor control that are most often studied as differences in muscle activity and kinematics. However, differences in these aspects of motor control are largely inconsistent. We propose that this may reflect the existence of 2 phenotypes or possibly the ends of a spectrum, with "tight control" over trunk movement at one end and "loose control" at the other. Both may have beneficial effects, with tight control protecting against large tissue strains from uncontrolled movement and loose control protecting against high muscle forces and resulting spinal compression. Both may also have long-term negative consequences. For example, whereas tight control may cause high compressive loading on the spine and sustained muscle activity, loose control may cause excessive tensile strains of tissues. Moreover, both phenotypes could be the result of either an adaptation process aimed at protecting the low back or direct interference of low back pain and related changes with trunk motor control. The existence of such phenotypes would suggest different motor control exercise interventions. Although some promising data supporting these phenotypes have been reported, it remains to be shown whether these phenotypes are valid, how treatment can be targeted to these phenotypes, and whether this targeting yields superior clinical outcomes. J Orthop Sports Phys Ther 2019;49(6):370-379. Epub 12 Jun 2018. doi:10.2519/jospt.2019.7917.
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Gizzi L, Röhrle O, Petzke F, Falla D. People with low back pain show reduced movement complexity during their most active daily tasks. Eur J Pain 2018; 23:410-418. [PMID: 30246275 DOI: 10.1002/ejp.1318] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Revised: 08/15/2018] [Accepted: 09/11/2018] [Indexed: 11/12/2022]
Abstract
BACKGROUND Actigraphy is a quantitative method for the investigation of human physical activity and is normally based on accelerometric and/or kinematic data. METHODS A multichannel actigraphy system, able to record both acceleration and spine angles, was employed in this study to measure the quality of movement in 17 individuals with chronic low back pain (LBP) and 18 healthy individuals during unrestricted daily activities. An indication of movement complexity was computed by means of non-negative matrix factorization throughout the 24 hr period and in the 60 min of highest activity. RESULTS Movement complexity differed only when the 60 min of highest activity was taken into account, with the LBP group showing reduced complexity (e.g., for dimensionality = 8, over 90% of the comparisons showed a significant reduction in the LBP group). CONCLUSIONS The results are compatible with the hypothesis that pain induces a reduction in the available kinematic trajectories and degrees of freedom during natural movements, which becomes more evident when more demanding tasks are performed. A reduced movement complexity suggests a persistent alteration of the descending neural pathways and/or a disrupted somatosensory information processing, which could be possibly contrasted by administering highly variable motor tasks. SIGNIFICANCE People with chronic pain move differently. Movement quality is difficult to evaluate during daily activities, yet it may prove more informative than quantitative measurements. We proposed a new approach for computing movement complexity and found out that patients' movements get more stereotyped when higher spinal acceleration is required.
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Affiliation(s)
- Leonardo Gizzi
- Institute of Applied Mechanics (Civil Engineering), Chair II, Continuum Biomechanics and Mechanobiology Research Group, University of Stuttgart, Stuttgart, Germany.,Pain Clinic, Center for Anesthesiology, Emergency and Intensive Care Medicine, University Hospital Göttingen, Göttingen, Germany
| | - Oliver Röhrle
- Institute of Applied Mechanics (Civil Engineering), Chair II, Continuum Biomechanics and Mechanobiology Research Group, University of Stuttgart, Stuttgart, Germany
| | - Frank Petzke
- Pain Clinic, Center for Anesthesiology, Emergency and Intensive Care Medicine, University Hospital Göttingen, Göttingen, Germany
| | - Deborah Falla
- Pain Clinic, Center for Anesthesiology, Emergency and Intensive Care Medicine, University Hospital Göttingen, Göttingen, Germany.,Centre of Precision Rehabilitation for Spinal Pain (CPR Spine), School of Sport, Exercise and Rehabilitation Sciences, College of Life and Environmental Sciences, University of Birmingham, Birmingham, UK
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22
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Review of existing measurement tools to assess spinal motion during prehospital immobilization. Eur J Emerg Med 2018; 25:161-168. [DOI: 10.1097/mej.0000000000000467] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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Mitchell K, Porter M, Anderson L, Phillips C, Arceo G, Montz B, Levy S, Gombatto SP. Differences in lumbar spine and lower extremity kinematics in people with and without low back pain during a step-up task: a cross-sectional study. BMC Musculoskelet Disord 2017; 18:369. [PMID: 28841866 PMCID: PMC5574078 DOI: 10.1186/s12891-017-1721-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Accepted: 08/11/2017] [Indexed: 03/27/2024] Open
Abstract
BACKGROUND Low back pain (LBP) affects more than one third of the population at any given time, and chronic LBP is responsible for increased medical costs, functional limitations and decreased quality of life. A clear etiology is often difficult to identify, but aberrant posture and movement are considered contributing factors to chronic LBP that are addressed during physiotherapy intervention. Information about aberrant movement during functional activities in people with LBP can help inform more effective interventions. The purpose of this study was to determine if there are differences in lumbar spine and lower extremity kinematics in people with and without LBP during a step-up task. METHODS A convenience sample of 37 participants included 19 with LBP and 18 without a history of LBP. All participants were between the ages of 18 and 65, and controls were matched to participants with LBP based on age, gender and BMI. A motion capture system was used to record spine and lower extremity kinematics during the step-up task. ANOVA tests were used to determine differences in three-dimensional kinematics between groups. RESULTS Participants with LBP displayed less lower lumbar motion in the sagittal plane (P = 0.001), more knee motion in the coronal plane (P = 0.001), and more lower extremity motion in the axial plane (P = 0.002) than controls. CONCLUSIONS People with LBP display less lower lumbar spine motion in the sagittal plane and more out-of-plane lower extremity motion. Clinically, the step-up task can be used to identify these aberrant movements to develop more focused functional interventions for patients with LBP. TRIAL REGISTRATION Not applicable.
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Affiliation(s)
- Katie Mitchell
- San Diego State University Doctor of Physical Therapy Program, San Diego, CA USA
| | - Madeline Porter
- San Diego State University Doctor of Physical Therapy Program, San Diego, CA USA
| | - Lauren Anderson
- San Diego State University Doctor of Physical Therapy Program, San Diego, CA USA
| | - Carter Phillips
- San Diego State University Doctor of Physical Therapy Program, San Diego, CA USA
| | - Grayson Arceo
- San Diego State University Doctor of Physical Therapy Program, San Diego, CA USA
| | - Brian Montz
- San Diego State University Doctor of Physical Therapy Program, San Diego, CA USA
| | - Susan Levy
- San Diego State University School of Exercise and Nutritional Sciences, 5500 Campanile Drive, San Diego, CA 92182-7251 USA
| | - Sara P. Gombatto
- San Diego State University Doctor of Physical Therapy Program, San Diego, CA USA
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Bauer C, Rast F, Ernst M, Meichtry A, Kool J, Rissanen S, Suni J, Kankaanpää M. The effect of muscle fatigue and low back pain on lumbar movement variability and complexity. J Electromyogr Kinesiol 2017; 33:94-102. [DOI: 10.1016/j.jelekin.2017.02.003] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Revised: 01/20/2017] [Accepted: 02/09/2017] [Indexed: 11/17/2022] Open
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Bauer CM, Rast FM, Ernst MJ, Oetiker S, Meichtry A, Kool J, Rissanen SM, Suni JH, Kankaanpää M. Pain intensity attenuates movement control of the lumbar spine in low back pain. J Electromyogr Kinesiol 2015; 25:919-27. [PMID: 26524940 DOI: 10.1016/j.jelekin.2015.10.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2015] [Revised: 10/09/2015] [Accepted: 10/12/2015] [Indexed: 11/26/2022] Open
Abstract
INTRODUCTION Pain intensity attenuates muscular activity, proprioception, and tactile acuity, with consequent changes of joint kinematics. People suffering from low back pain (LBP) frequently show movement control impairments of the lumbar spine in sagittal plane. This cross-sectional, observational study investigated if the intensity of LBP attenuates lumbar movement control. The hypothesis was that lumbar movement control becomes more limited with increased pain intensity. METHODS The effect of LBP intensity, measured with a numeric rating scale (NRS), on lumbar movement control was tested using three movement control tests. The lumbar range of motion (ROM), the ratio of lumbar and hip ROM as indicators of direction specific movement control, and the recurrence and determinism of repetitive lumbar movement patterns were assessed in ninety-four persons suffering from LBP of different intensity and measured with an inertial measurement unit system. Generalized linear models were fitted for each outcome. RESULTS Lumbar ROM (+ 0.03°, p = 0.24) and ratio of lumbar and hip ROM (0.01, p = 0.84) were unaffected by LBP intensity. Each one point increase on the NRS resulted in a decrease of recurrence and determinism of lumbar movement patterns (-3.11 to -0.06, p ⩽ 0.05). DISCUSSION Our results indicate changes in movement control in people suffering from LBP. Whether decreased recurrence and determinism of lumbar movement patterns are intensifiers of LBP intensity or a consequence thereof should be addressed in a future prospective study.
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Affiliation(s)
- C M Bauer
- Zurich University of Applied Sciences, Department of Health, Institute of Physiotherapy, Technikumstrasse 71, 8400 Winterthur, Switzerland; University of Tampere, School of Medicine, Kalevantie 4, 33014 University of Tampere, Finland.
| | - F M Rast
- Zurich University of Applied Sciences, Department of Health, Institute of Physiotherapy, Technikumstrasse 71, 8400 Winterthur, Switzerland
| | - M J Ernst
- Zurich University of Applied Sciences, Department of Health, Institute of Physiotherapy, Technikumstrasse 71, 8400 Winterthur, Switzerland
| | - S Oetiker
- Zurich University of Applied Sciences, Department of Health, Institute of Physiotherapy, Technikumstrasse 71, 8400 Winterthur, Switzerland
| | - A Meichtry
- Zurich University of Applied Sciences, Department of Health, Institute of Physiotherapy, Technikumstrasse 71, 8400 Winterthur, Switzerland
| | - J Kool
- Zurich University of Applied Sciences, Department of Health, Institute of Physiotherapy, Technikumstrasse 71, 8400 Winterthur, Switzerland
| | - S M Rissanen
- University of Eastern Finland, Department of Applied Physics, P.O. Box 1627, 70211 Kuopio, Finland.
| | - J H Suni
- UKK Institute for Health Promotion Research, Kaupinpuistonkatu 1, 33500 Tampere, Finland.
| | - M Kankaanpää
- University of Tampere, School of Medicine, Kalevantie 4, 33014 University of Tampere, Finland; Pirkanmaa Hospital District, Physical and Rehabilitation Medicine Outpatient Clinic, Box 2000, 33521 Tampere, Finland.
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Gizzi L, Muceli S, Petzke F, Falla D. Experimental Muscle Pain Impairs the Synergistic Modular Control of Neck Muscles. PLoS One 2015; 10:e0137844. [PMID: 26382606 PMCID: PMC4575045 DOI: 10.1371/journal.pone.0137844] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Accepted: 08/23/2015] [Indexed: 01/07/2023] Open
Abstract
A motor task can be performed via different patterns of muscle activation that show regularities that can be factorized in combinations of a reduced number of muscle groupings (also referred to as motor modules, or muscle synergies). In this study we evaluate whether an acute noxious stimulus induces a change in the way motor modules are combined to generate movement by neck muscles. The neck region was selected as it is a region with potentially high muscular redundancy. We used the motor modules framework to assess the redistribution of muscular activity of 12 muscles (6 per side) in the neck region of 8 healthy individuals engaged in a head and neck aiming task, in non-painful conditions (baseline, isotonic saline injection, post pain) and after the injection of hypertonic saline into the right splenius capitis muscle. The kinematics of the task was similar in the painful and control conditions. A general decrease of activity was noted for the injected muscle during the painful condition together with an increase or decrease of the activity of the other muscles. Subjects did not adopt shared control strategies (motor modules inter subject similarity at baseline 0.73±0.14); the motor modules recorded during the painful condition could not be used to reconstruct the activation patterns of the control conditions, and the painful stimulus triggered a subject-specific redistribution of muscular activation (i.e., in some subjects the activity of a given muscle increased, whereas in other subjects it decreased with pain). Alterations of afferent input (i.e., painful stimulus) influenced motor control at a multi muscular level, but not kinematic output. These findings provide new insights into the motor adaptation to pain.
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Affiliation(s)
- Leonardo Gizzi
- Pain Clinic, Center for Anesthesiology, Emergency and Intensive Care Medicine, University Hospital Göttingen, Göttingen, Germany
- Department of Neurorehabilitation Engineering, Bernstein Center for Computational Neuroscience, University Medical Center Göttingen, Georg-August University, Göttingen, Germany
| | - Silvia Muceli
- Department of Neurorehabilitation Engineering, Bernstein Center for Computational Neuroscience, University Medical Center Göttingen, Georg-August University, Göttingen, Germany
| | - Frank Petzke
- Pain Clinic, Center for Anesthesiology, Emergency and Intensive Care Medicine, University Hospital Göttingen, Göttingen, Germany
| | - Deborah Falla
- Pain Clinic, Center for Anesthesiology, Emergency and Intensive Care Medicine, University Hospital Göttingen, Göttingen, Germany
- Department of Neurorehabilitation Engineering, Bernstein Center for Computational Neuroscience, University Medical Center Göttingen, Georg-August University, Göttingen, Germany
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Bauer CM, Rast FM, Ernst MJ, Kool J, Oetiker S, Rissanen SM, Suni JH, Kankaanpää M. Concurrent validity and reliability of a novel wireless inertial measurement system to assess trunk movement. J Electromyogr Kinesiol 2015; 25:782-90. [PMID: 26126796 DOI: 10.1016/j.jelekin.2015.06.001] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Revised: 06/03/2015] [Accepted: 06/04/2015] [Indexed: 10/23/2022] Open
Abstract
INTRODUCTION Assessment of movement dysfunctions commonly comprises trunk range of motion (ROM), movement or control impairment (MCI), repetitive movements (RM), and reposition error (RE). Inertial measurement unit (IMU)-systems could be used to quantify these movement dysfunctions in clinical settings. The aim of this study was to evaluate a novel IMU-system when assessing movement dysfunctions in terms of concurrent validity and reliability. METHODS The concurrent validity of the IMU-system was tested against an optoelectronic system with 22 participants. The reliability of 14 movement dysfunction tests were analysed using generalizability theory and coefficient of variation, measuring 24 participants in seven trials on two days. RESULTS The IMU-system provided valid estimates of trunk movement in the primary movement direction when compared to the optoelectronic system. Reliability varied across tests and variables. On average, ROM and RM were more reliable, compared to MCI and RE tests. DISCUSSION When compared to the optoelectronic system, the IMU-system is valid for estimates of trunk movement in the primary movement direction. Four ROM, two MCI, one RM, and one RE test were identified as reliable and should be studied further for inter-subject comparisons and monitoring changes after an intervention.
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Affiliation(s)
- C M Bauer
- Zurich University of Applied Sciences, Department of Health, Institute of Physiotherapy, Technikumstrasse 71, 8400 Winterthur, Switzerland; University of Tampere, School of Medicine, Kalevantie 4, FI-33014 University of Tampere, Finland.
| | - F M Rast
- Zurich University of Applied Sciences, Department of Health, Institute of Physiotherapy, Technikumstrasse 71, 8400 Winterthur, Switzerland
| | - M J Ernst
- Zurich University of Applied Sciences, Department of Health, Institute of Physiotherapy, Technikumstrasse 71, 8400 Winterthur, Switzerland
| | - J Kool
- Zurich University of Applied Sciences, Department of Health, Institute of Physiotherapy, Technikumstrasse 71, 8400 Winterthur, Switzerland
| | - S Oetiker
- Zurich University of Applied Sciences, Department of Health, Institute of Physiotherapy, Technikumstrasse 71, 8400 Winterthur, Switzerland
| | - S M Rissanen
- University of Eastern Finland, Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland.
| | - J H Suni
- UKK Institute for Health Promotion Research, Kaupinpuistonkatu 1, 33500 Tampere, Finland.
| | - M Kankaanpää
- University of Tampere, School of Medicine, Kalevantie 4, FI-33014 University of Tampere, Finland; Tampere University Hospital, Department of Physical and Rehabilitation Medicine, Tampere University Hospital, P.O. Box 2000, 33521 Tampere, Finland.
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