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Zhou LF, Jiang T, Zhang XQ, Li ZR. Construction and validation of a nomogram prediction model for postoperative recurrence of lumbar disc herniation treated with percutaneous laminectomy. Medicine (Baltimore) 2024; 103:e40626. [PMID: 39560513 PMCID: PMC11575954 DOI: 10.1097/md.0000000000040626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 11/04/2024] [Indexed: 11/20/2024] Open
Abstract
The aim was to investigate the independent risk factors for postoperative recurrence of lumbar disc herniation treated by percutaneous intervertebral laminectomy, and to establish a nomogram prediction model accordingly. Data on patients with lumbar disc herniation were collected from January 2018 to December 2023 in our hospital, and single-factor and multifactorial logistic regression analyses were used to determine the independent risk factors for postoperative recurrence of lumbar disc herniation and establish the corresponding nomogram. The receiver operating characteristic curves were plotted the area under the curve was calculated, and the calibration curves and decision curves were plotted to evaluate the model performance. A total of 644 patients with lumbar disc herniation were included in the study, and 61 patients had a postoperative recurrence, with a recurrence rate of 9.5%. After univariate and multivariate logistic regression model analysis, a total of 7 variables were identified as independent risk factors for postoperative recurrence of lumbar disc herniation: age > 60 years (OR, 3.709; 95% CI, 1.284-10.714), type of nucleus pulposus protrusion as herniation (OR, 7.342; 95% CI, 1.500-35.929), nucleus pulposus degeneration grade III-V (OR, 4.068; 95% CI, 1.214-13.627), operative segment L4-L5 (OR, 5.060; 95% CI, 1.659-15.431), incomplete intraoperative medullary removal (OR, 5.355; 95% CI, 2.017-14.220), and broken fibrous ring (OR, 5.229; 95% CI, 1.235-22.142), and postoperative high-intensity activity (OR, 5.096; 95% CI, 1.420-17.669). The nomogram constructed in this study for postoperative recurrence of lumbar disc herniation treated by percutaneous intervertebral foramenoscopy has good predictive accuracy, which helps orthopedic surgeons to intervene in advance in patients at high risk of postoperative recurrence of lumbar disc herniation treated by percutaneous intervertebral foramenoscopy.
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Affiliation(s)
- Lin-feng Zhou
- Ya’an Hospital of Traditional Chinese Medicine, China
| | - Tao Jiang
- Ya’an Hospital of Traditional Chinese Medicine, China
| | | | - Zhi-rong Li
- Ya’an Hospital of Traditional Chinese Medicine, China
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Latif A, Al Janabi HF, Joshi M, Fusari G, Shepherd L, Darzi A, Leff DR. Use of commercially available wearable devices for physical rehabilitation in healthcare: a systematic review. BMJ Open 2024; 14:e084086. [PMID: 39515863 PMCID: PMC11552580 DOI: 10.1136/bmjopen-2024-084086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 10/09/2024] [Indexed: 11/16/2024] Open
Abstract
OBJECTIVES To evaluate whether commercially available 'off-the-shelf' wearable technology can improve patient rehabilitation outcomes, and to categorise all wearables currently being used to augment rehabilitation, including the disciplines and conditions under investigation. DESIGN Systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analysis 2020 statement checklist, and using the Grading of Recommendations, Assessment, Development and Evaluation approach. DATA SOURCES Embase, MEDLINE, Web of Science and the Cochrane Library were searched up to and including July 2023. ELIGIBILITY CRITERIA We included trials and observational studies evaluating the use of consumer-grade wearables, in real patient cohorts, to aid physical therapy or rehabilitation. Only studies investigating rehabilitation of acute events with defined recovery affecting adult patients were included. DATA EXTRACTION AND SYNTHESIS Two independent reviewers used a standardised protocol to search, screen and extract data from the included studies. Risk of bias was assessed using the Cochrane Methods Risk of Bias in Randomised Trials V.2 and Risk of Bias in Non-Randomised Studies of Interventions tools for randomised controlled trials (RCTs) and observational studies, respectively. RESULTS Eighteen studies encompassing 1754 patients met eligibility criteria, including six RCTs, six quasi-experimental studies and six observational studies. Eight studies used wearables in Orthopaedics, seven in Stroke Medicine, two in Oncology and one in General Surgery. All six RCTs demonstrated that wearable-driven feedback increases physical activity. Step count was the most common measure of physical activity. Two RCTs in orthopaedics demonstrated non-inferiority of wearable self-directed rehabilitation compared with traditional physiotherapy, highlighting the potential of wearables as alternatives to traditional physiotherapy. All 12 non-randomised studies demonstrated the feasibility and acceptability of wearable-driven self-directed rehabilitation. CONCLUSION This review demonstrates that consumer-grade wearables can be used as adjuncts to traditional physiotherapy, and potentially as alternatives for self-directed rehabilitation of non-chronic conditions. Better designed studies, and larger RCTs, with a focus on economic evaluations are needed before a case can be made for their widespread adoption in healthcare settings. PROSPERO REGISTRATION ID CRD42023459567.
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Affiliation(s)
- Ahmed Latif
- Department of Surgery and Cancer, Imperial College London, London, UK
| | | | - Meera Joshi
- Department of Surgery and Cancer, Imperial College London, London, UK
- Division of Surgery, Imperial College Healthcare NHS Trust, London, UK
| | | | | | - Ara Darzi
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Daniel R Leff
- Department of Surgery and Cancer, Imperial College London, London, UK
- Division of Surgery, Imperial College Healthcare NHS Trust, London, UK
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Li J, Song Y, Wu L, Su D, Wang LF. Effects of a new continuous nursing program on the short-term and long-term low back pain in patients after UBED: a retrospective study based on 282 patients. Front Surg 2024; 11:1443231. [PMID: 39268492 PMCID: PMC11390385 DOI: 10.3389/fsurg.2024.1443231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 08/06/2024] [Indexed: 09/15/2024] Open
Abstract
Background Unilateral biportal endoscopic discectomy (UBED) is a widely accepted minimally invasive surgery for the treatment of lumbar degenerative diseases. However, some patients continue to have persistent low back pain (LBP) symptoms in the short and long term after surgery, which may be related to improper postoperative nursing and rehabilitation of patients. Further research is needed to determine whether continuous nursing can improve the symptoms of patients after UBED. Methods This study retrospectively enrolled 282 lumbar disc herniation (LDH) patients who underwent UBED in our hospital from January 2019 to January 2022. The patients were divided into two groups according to whether they accepted the continuous nursing program: 147 patients in the traditional nursing group and 135 patients in the continuous nursing group. Demographic characteristics, radiological parameters, and follow-up data of the patients were collected. Finally, the risk factors of LBP after UBED were analyzed. Results The visual analog scale (VAS) score of LBP in the continuous nursing group was 0.97 ± 1.159 at 3 months and 0.61 ± 0.954 at 12 months after operation, and VAS of leg pain was 0.23 ± 0.421 at 12 months after operation, which were better than those in the traditional nursing group (1.51 ± 1.313, 1.10 ± 1.076, 0.68 ± 0.788, respectively, p < 0.001) The Oswestry disability index (ODI) score of the continuous nursing group was lower than that of the traditional nursing group at 12 months after operation (7.36 ± 6.526 vs. 12.43 ± 6.942, p < 0.001). The rehabilitation completion (7.98 ± 1.857), efficacy satisfaction (9.13 ± 1.101), and re-herniation worry scores (1.97 ± 1.217) in the continuous nursing group were better than those in the traditional nursing group (4.14 ± 3.066, 8.28 ± 1.240, 2.79 ± 1.973, respectively, P < 0.001). The re-herniation rate within 1 year was similar between the two groups (3/135 vs. 2/147, p = 0.673). No incision infection occurred. Multivariate regression analysis showed that risk factors for persistent LBP at 3-month follow-up were degenerative disc [odds ratio (OR): 2.144, CI: 1.306-3.519, p = 0.03], Pfirrmann grade (OR: 3.073, CI: 1.427-6.614, p = 0.04), and surgical time (OR: 0.969, CI: 0.937-1.003, p = 0.74). At the 12-month follow-up, the risk factors for persistent LBP were preoperative VAS of the legs (OR: 1.261, CI: 1.000-1.591, p = 0.05) and Pfirrmann grade (OR: 3.309, CI: 1.460-7.496, p = 0.04). Conclusion Continuous nursing programs can improve the symptoms of short-term and long-term persistent LBP in patients after UBED, enhance the completion of rehabilitation training after UBED, alleviate patients' concerns about recurrence, and improve patients' satisfaction.
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Affiliation(s)
- Jucai Li
- Department of Spine Surgery, Third Hospital of Hebei Medical University, Shijiazhuang, China
| | - Yanli Song
- Department of Spine Surgery, Third Hospital of Hebei Medical University, Shijiazhuang, China
| | - Lumei Wu
- Department of Spine Surgery, Third Hospital of Hebei Medical University, Shijiazhuang, China
| | - Dan Su
- Department of Spine Surgery, Third Hospital of Hebei Medical University, Shijiazhuang, China
| | - Lin-Feng Wang
- Department of Spine Surgery, Third Hospital of Hebei Medical University, Shijiazhuang, China
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Kurz E, Schenk P, Brakopp F, Diers M, Klingel O, Bone S, Meisel HJ, Delank KS, Ullrich BW. Muscle activity and rehabilitation in spinal stenosis (MARSS) after conservative therapy and surgical decompression with or without fusion: Protocol for a partially randomized patient preference trial on rehabilitation timing. Contemp Clin Trials Commun 2024; 38:101273. [PMID: 38425423 PMCID: PMC10904237 DOI: 10.1016/j.conctc.2024.101273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Revised: 01/07/2024] [Accepted: 02/13/2024] [Indexed: 03/02/2024] Open
Abstract
Background Patients affected by lumbar spinal stenosis (LSS) suffer from a multifactorial degeneration of the lumbar spine resulting in narrowing of the neuroforamina and spinal canal, leading to various functional limitations. It remains unclear whether LSS patients after surgery would benefit from early post-operative rehabilitation, or if a delayed rehabilitation would be more advantageous. The purpose of this partially randomized patient preference trial is to evaluate the impact of post-operative rehabilitation timing as well as surgical intervention type on psychometric properties and functional outcomes in patients with LSS. Methods Data for this patient preference trial are collected before and after surgical (decompression only or decompression and fusion) and rehabilitative interventions as well as six, 12 and 24 months after completing rehabilitation. The study participants are patients diagnosed with LSS who are at least 18 years old. After a medical check-up, participants will complete patient-reported outcome measures (PAREMO-20, SIBAR, FREM-8, SF-12, SFI, ODI) and different functional assessments (functional reach test, loaded reach test, handgrip strength, standing balance control, 6-min walk test). Ethics and dissemination The results of this study will be published through peer-reviewed publications and scientific contributions at national and international conferences. This research has been approved by the Institutional Review Board of Martin Luther University Halle-Wittenberg (reference number: 2022-128).
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Affiliation(s)
- Eduard Kurz
- Department of Orthopedic and Trauma Surgery, Martin Luther University Halle-Wittenberg, Ernst-Grube-Str. 40, 06120, Halle (Saale), Germany
| | - Philipp Schenk
- Department of Science, Research and Education, BG Klinikum Bergmannstrost Halle gGmbH, Merseburger Str. 165, 06112, Halle (Saale), Germany
| | - Florian Brakopp
- Department of Trauma and Reconstructive Surgery, BG Klinikum Bergmannstrost Halle gGmbH, Merseburger Str. 165, 06112, Halle (Saale), Germany
| | - Moritz Diers
- Department of Orthopedic and Trauma Surgery, Martin Luther University Halle-Wittenberg, Ernst-Grube-Str. 40, 06120, Halle (Saale), Germany
| | - Oliver Klingel
- Saline Rehabilitationsklinik, Mansfelder Str. 52, 06108, Halle (Saale), Germany
| | - Stefan Bone
- Department of Neurosurgery, BG Klinikum Bergmannstrost Halle gGmbH, Merseburger Str. 165, 06112, Halle (Saale), Germany
| | - Hans Jörg Meisel
- Department of Neurosurgery, BG Klinikum Bergmannstrost Halle gGmbH, Merseburger Str. 165, 06112, Halle (Saale), Germany
| | - Karl-Stefan Delank
- Department of Orthopedic and Trauma Surgery, Martin Luther University Halle-Wittenberg, Ernst-Grube-Str. 40, 06120, Halle (Saale), Germany
| | - Bernhard W. Ullrich
- Department of Trauma and Reconstructive Surgery, BG Klinikum Bergmannstrost Halle gGmbH, Merseburger Str. 165, 06112, Halle (Saale), Germany
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Zhong Y, Ding Y, Fu B, Ma G, Cui H, Li M, Yu Y, Guan L. The effectiveness of postoperative exercise based on gait analysis compared with conventional exercise in patients with lumbar spinal stenosis: A randomized clinical trial. J Back Musculoskelet Rehabil 2023; 36:1399-1409. [PMID: 37482981 DOI: 10.3233/bmr-220409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/25/2023]
Abstract
BACKGROUND Despite being used as a program of postoperative rehabilitation, few randomized controlled trials have compared the effectiveness of postoperative exercise based on gait analysis in patients with lumbar spinal stenosis (LSS). OBJECTIVE To investigate the effectiveness of postoperative exercise based on gait analysis in patients with LSS and to compare it with the effectiveness of conventional exercise. METHODS This was a double-blind, randomized clinical trial. Sixty-eight participants with LSS were randomly assigned to one of two groups. After receiving a standardized surgical procedure, the observation group received exercises based on 3-D gait analysis, and the control group received empirical physiotherapy containing 4 basic interventions. Both groups took a one-hour session twice daily for 2 weeks. The Oswestry Disability Index (ODI) scale and the Visual Analog Scale (VAS) were measured before and 2 weeks and 6 months after intervention. The gait indicators were measured before and 6 months after intervention. RESULTS At baseline, there were no significant differences in the ODI, VAS or absolute symmetry index (ASI) of the gait variables between the observation group and the control group. However, at 6 months, pain intensity, walking, standing, social life and summary scores of ODI and VAS of the leg demonstrated significant differences (p< 0.05, respectively) between groups, and the observation group had greater reductions in ASI of stride length, hip flexion, knee flexion and ankle dorsiflexion compared with the control group (p< 0.05, respectively). CONCLUSIONS The postoperative rehabilitation scheme based on gait analysis resulted in significant short- to medium-term improvements in pain intensity, walking, standing, social life and the summary score of ODI, VAS of leg and symmetry of stride length, hip flexion, knee flexion and ankle dorsiflexion compared with empirical exercise in patients with LSS.
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Affiliation(s)
- Yuxian Zhong
- Medical School of Chinese PLA, Beijing, China
- Department of Rehabilitation Medicine, The Six Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Yu Ding
- Orthopedics of Traditional Chinese Medicine Unit, The Six Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Bensheng Fu
- Department of Rehabilitation Medicine, The Six Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Guanghao Ma
- Department of Rehabilitation Medicine, The Six Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Hongpeng Cui
- Orthopedics of Traditional Chinese Medicine Unit, The Six Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Minyue Li
- Department of Rehabilitation Medicine, The Six Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Yang Yu
- Department of Rehabilitation Medicine, The Six Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Ling Guan
- Acupuncture Department of Traditional Chinese Medicine Unit, The Six Medical Center of Chinese PLA General Hospital, Beijing, China
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