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Soydan Z, Bayramoglu E, Altas O. The Impact of Spinopelvic Alignment on the Facet Joint Degeneration. Global Spine J 2025; 15:306-313. [PMID: 36893076 PMCID: PMC11877576 DOI: 10.1177/21925682231162813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/10/2023] Open
Abstract
STUDY DESIGN Retrospective Cohort. OBJECTIVES This study aims to evaluate the relations between facet joint degeneration (FD) and sagittal spinopelvic parameters. Second, the association of FD with degenerative disc disease (DDD) and lumbar disc herniations (LDH) was assessed. METHODS The radiologic data of 192 patients was retrospectively analyzed. Total, proximal, and distal lumbar lordosis (LL, PLL, and DLL), pelvic incidence (PI), pelvic tilt (PT), sacral slope (SS), and sacral table angle (STA) were measured on lumbar x-ray plates. DDD and FD was graded on the MRI images. The apex of lumbar lordosis and PI-LL imbalance were noted in each patient. Correlation analyses were performed. RESULTS Age and body mass index (BMI) were correlated with FD. LL and DLL are positively associated with upper-level FDs (L1-2 and L2-3) (P < 0,05). PLL were positively associated with lower level FD (L5-S1) (P < 0,05). A significant increase in PI was associated with FD in L2-3 and L4-5. A larger PT was found in FD in L4. The PI-LL imbalance was not correlated with the FD. Correlation between DDD and LDH and FD was observed in each level (P < 0,01). The level of FD is not affected by the apex of the curve. CONCLUSION Age and BMI have a direct impact on FD. However, spinopelvic parameters influence the severity of FD rather than its occurrence. In addition to the effects of lumbar lordosis as a single entity, it is essential to consider separately the effects of proximal and distal lumbar lordosis at the FD level.
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Affiliation(s)
- Zafer Soydan
- Department of Orthopaedics and Traumatology, Bhtclinic İstanbul Tema Hospital, Nisantasi University, Istanbul, Turkey
| | - Emru Bayramoglu
- Orthopedics and Traumatology, Bursa City Hospital, Istanbul, Turkey
| | - Okyar Altas
- Orthopaedics and Traumatology, Basaksehir Cam Sakura City Hospital, Istanbul, Turkey
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Koutalos AA, Gkekas NK, Akrivos V, Stefanou N, Karachalios T. Spinopelvic Motion Evaluation in Patients Undergoing Total Hip Arthroplasty and Patient-Specific Target for Acetabular Cup Placement. J Pers Med 2024; 14:1161. [PMID: 39728073 DOI: 10.3390/jpm14121161] [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: 09/25/2024] [Revised: 10/22/2024] [Accepted: 12/18/2024] [Indexed: 12/28/2024] Open
Abstract
Background/Objectives: Instability is a major reason for revision after total hip arthroplasty (THA), and acetabular cup placement in the "traditional" safe zone does not protect against dislocations. Spinopelvic mobility may play a role in impingement and dislocation after THA. Personalized acetabular cup placement that incorporates spinopelvic mobility is currently lacking in the literature. Methods: The spinopelvic motion of 116 patients was evaluated during preoperative planning. All patients underwent radiological assessments with an anteroposterior pelvis radiograph in the standing and supine positions and a lateral view of the lumbar spine and pelvis in the standing and sitting positions. The pelvic incidence, pelvic tilt, sacral slope, standing anterior pelvic plane tilt, sitting anterior pelvic plane tilt, and lumbar lordosis angle were measured, and the degree of pelvic motion from standing to sitting was calculated. The development of the patient-specific target for the acetabular cup was based on the mean mobility of the whole group and the specific posture of each patient. Results: The average pelvic incidence was 51.0 ± 13.1 degrees, the sacral slope was 35.0 ± 10.3 degrees, the pelvic tilt was 16.0 ± 13.3 degrees, the standing anterior pelvic plane tilt was 3.4 ± 12 degrees backward, and the degree of lumbar lordosis was 39.5 ± 11.3 degrees. The mean spinopelvic mobility was 27.3 ± 13.4 degrees. The measurements had good to excellent interobserver and intraobserver reliability. On the basis of these measurements, we developed a novel algorithm for a patient-specific target for acetabular cup placement. Conclusions: the evaluation of spinopelvic mobility has good to excellent interobserver and intraobserver reliability and can be used for personalized acetabular cup placement.
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Affiliation(s)
- Antonios A Koutalos
- Orthopaedic Department, School of Health Sciences, Faculty of Medicine, University of Thessaly, 41110 Larissa, Greece
| | - Nifon K Gkekas
- Orthopaedic Department, School of Health Sciences, Faculty of Medicine, University of Thessaly, 41110 Larissa, Greece
| | - Vasileios Akrivos
- Orthopaedic Department, School of Health Sciences, Faculty of Medicine, University of Thessaly, 41110 Larissa, Greece
| | - Nikolaos Stefanou
- Orthopaedic Department, School of Health Sciences, Faculty of Medicine, University of Thessaly, 41110 Larissa, Greece
| | - Theofilos Karachalios
- Orthopaedic Department, School of Health Sciences, Faculty of Medicine, University of Thessaly, 41110 Larissa, Greece
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Dalton JF, Fourman MS, Rynearson B, Wawrose R, Cluts L, Shaw JD, Lee JY. The L3 Flexion Angle Predicts Failure of Non-Operative Management in Patients with Tandem Spondylolithesis. Global Spine J 2024; 14:1944-1951. [PMID: 36881755 PMCID: PMC11418704 DOI: 10.1177/21925682231161305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/09/2023] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE Determine impact of standard/novel spinopelvic parameters on global sagittal imbalance, health-related quality of life (HRQoL) scores, and clinical outcomes in patients with multi-level, tandem degenerative spondylolisthesis (TDS). METHODS Single institution analysis; 49 patients with TDS. Demographics, PROMIS and ODI scores collected. Radiographic measurements-sagittal vertical axis (SVA), pelvic incidence (PI), lumbar lordosis (LL), PI-LL mismatch, sagittal L3 flexion angle (L3FA) and L3 sagittal distance (L3SD). Stepwise linear multivariate regression performed using full length cassettes to identify demographic and radiographic factors predictive of aberrant SVA (≥5 cm). Receiver operative curve (ROC) analysis used to identify cutoffs for lumbar radiographic values independently predictive of SVA ≥5 cm. Univariate comparisons of patient demographics, (HRQoL) scores and surgical indication were performed around this cutoff using two-way Student's t-tests and Fisher's exact test for continuous and categorical variables, respectively. RESULTS Patients with increased L3FA had worse ODI (P = .006) and increased rate of failing non-operative management (P = .02). L3FA (OR 1.4, 95% CI) independently predicted of SVA ≥5 cm (sensitivity and specifity of 93% and 92%). Patients with SVA ≥5 cm had lower LL (48.7 ± 19.5 vs 63.3 ± 6.9 mm, P < .021), higher L3SD (49.3 ± 12.9 vs 28.8 ± 9.2, P < .001) and L3FA (11.6 ± 7.9 vs -3.2 ± 6.1, P < .001) compared to patients with SVA ≤5 cm. CONCLUSIONS Increased flexion of L3, which is easily measured by the novel lumbar parameter L3FA, predicts global sagittal imbalance in TDS patients. Increased L3FA is associated with worse performance on ODI, and failure of non-operative management in patients with TDS.
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Affiliation(s)
- Jonathan F. Dalton
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
- Pittsburgh Orthopaedic Spine Research Group (POSR), University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Mitchell S. Fourman
- Pittsburgh Orthopaedic Spine Research Group (POSR), University of Pittsburgh Medical Center, Pittsburgh, PA, USA
- Department of Orthopaedic Surgery, Hospital for Special Surgery, Bronx, NY, USA
| | - Bryan Rynearson
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
- Pittsburgh Orthopaedic Spine Research Group (POSR), University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Rick Wawrose
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
- Pittsburgh Orthopaedic Spine Research Group (POSR), University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Landon Cluts
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
- Pittsburgh Orthopaedic Spine Research Group (POSR), University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Jeremy D. Shaw
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
- Pittsburgh Orthopaedic Spine Research Group (POSR), University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Joon Y. Lee
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
- Pittsburgh Orthopaedic Spine Research Group (POSR), University of Pittsburgh Medical Center, Pittsburgh, PA, USA
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Betz JW, Lightstone DF, Oakley PA, Haas JW, Moustafa IM, Harrison DE. Reliability of the Biomechanical Assessment of the Sagittal Lumbar Spine and Pelvis on Radiographs Used in Clinical Practice: A Systematic Review of the Literature. J Clin Med 2024; 13:4650. [PMID: 39200793 PMCID: PMC11355792 DOI: 10.3390/jcm13164650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Revised: 07/27/2024] [Accepted: 08/06/2024] [Indexed: 09/02/2024] Open
Abstract
Background: Biomechanical analysis of the sagittal alignment of the lumbar spine and pelvis on radiographs is common in clinical practices including chiropractic, physical therapy, scoliosis-related thoraco-lumbo-sacral orthosis (TLSO) management, orthopedics, and neurosurgery. Of specific interest is the assessment of pelvic morphology and the relationship between angle of pelvic incidence, sacral slope, and lumbar lordosis to pain, disability, and clinical treatment of spine conditions. The current state of the literature on the reliability of common methods quantifying these parameters on radiographs is limited. Methods: The objective of this systematic review is to identify and review the available studies on the reliability of different methods of biomechanical analysis of sagittal lumbo-pelvic parameters used in clinical practice. Our review followed the recommendations of the preferred reporting items for systematic reviews and meta-analyses (PRISMA). The design of this systematic review was registered with PROSPERO (CRD42023379873). Results: The search strategy yielded a total of 2387 articles. A total of 1539 articles were screened after deduplication and exclusion by automation tools, leaving 473 full-text articles that were retrieved. After exclusion, 64 articles met the inclusion criteria. The preponderance of the evidence showed good to excellent reliability for biomechanical assessment of sagittal lumbo-pelvic spine alignment. Conclusions: The results of this systematic review of the literature show that sagittal radiographic analysis of spinal biomechanics and alignment of the human lumbo-pelvic spine is a reliable tool for aiding diagnosis and management in clinical settings.
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Affiliation(s)
| | | | - Paul A. Oakley
- Kinesiology and Health Science, York University, Toronto, ON M3J 1P3, Canada;
| | - Jason W. Haas
- Chiropractic Biophysics NonProfit, Inc., Eagle, ID 83616, USA;
| | - Ibrahim M. Moustafa
- Department of Physiotherapy, College of Health Sciences, University of Sharjah, Sharjah 27272, United Arab Emirates;
- Neuromusculoskeletal Rehabilitation Research Group, RIMHS—Research Institute of Medical and Health Sciences, University of Sharjah, Sharjah 27272, United Arab Emirates
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Sadeghzadeh S, Yoo KH, Lopez I, Johnstone T, Schonfeld E, Haider G, Marianayagam NJ, Stienen MN, Veeravagu A. Impact of Supine versus Prone Positioning on Segmental Lumbar Lordosis in Patients Undergoing ALIF Followed by PSF: A Comparative Study. J Clin Med 2024; 13:3555. [PMID: 38930084 PMCID: PMC11204788 DOI: 10.3390/jcm13123555] [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: 03/27/2024] [Revised: 06/11/2024] [Accepted: 06/12/2024] [Indexed: 06/28/2024] Open
Abstract
Background: Anterior lumbar interbody fusion (ALIF) and posterior spinal fusion (PSF) play pivotal roles in restoring lumbar lordosis in spinal surgery. There is an ongoing debate between combined single-position surgery and traditional prone-position PSF for optimizing segmental lumbar lordosis. Methods: This retrospective study analyzed 59 patients who underwent ALIF in the supine position followed by PSF in the prone position at a single institution. Cobb angles were measured preoperatively, post-ALIF, and post-PSF using X-ray imaging. One-way repeated measures ANOVA and post-hoc analyses with Bonferroni adjustment were employed to compare mean Cobb angles at different time points. Cohen's d effect sizes were calculated to assess the magnitude of changes. Sample size calculations were performed to ensure statistical power. Results: The mean segmental Cobb angle significantly increased from preoperative (32.2 ± 13.8 degrees) to post-ALIF (42.2 ± 14.3 degrees, Cohen's d: -0.71, p < 0.0001) and post-PSF (43.6 ± 14.6 degrees, Cohen's d: -0.80, p < 0.0001). There was no significant difference between Cobb angles after ALIF and after PSF (Cohen's d: -0.10, p = 0.14). The findings remained consistent when Cobb angles were analyzed separately for single-screw and double-screw ALIF constructs. Conclusions: Both supine ALIF and prone PSF significantly increased segmental lumbar lordosis compared to preoperative measurements. The negligible difference between post-ALIF and post-PSF lordosis suggests that supine ALIF followed by prone PSF can be an effective approach, providing flexibility in surgical positioning without compromising lordosis improvement.
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Affiliation(s)
- Sina Sadeghzadeh
- Department of Neurosurgery, Stanford University, 453 Quarry Road, Stanford, CA 94305, USA; (S.S.); (I.L.); (T.J.); (E.S.); (G.H.); (N.J.M.)
| | - Kelly H. Yoo
- Department of Neurosurgery, Stanford University, 453 Quarry Road, Stanford, CA 94305, USA; (S.S.); (I.L.); (T.J.); (E.S.); (G.H.); (N.J.M.)
| | - Ivan Lopez
- Department of Neurosurgery, Stanford University, 453 Quarry Road, Stanford, CA 94305, USA; (S.S.); (I.L.); (T.J.); (E.S.); (G.H.); (N.J.M.)
| | - Thomas Johnstone
- Department of Neurosurgery, Stanford University, 453 Quarry Road, Stanford, CA 94305, USA; (S.S.); (I.L.); (T.J.); (E.S.); (G.H.); (N.J.M.)
| | - Ethan Schonfeld
- Department of Neurosurgery, Stanford University, 453 Quarry Road, Stanford, CA 94305, USA; (S.S.); (I.L.); (T.J.); (E.S.); (G.H.); (N.J.M.)
| | - Ghani Haider
- Department of Neurosurgery, Stanford University, 453 Quarry Road, Stanford, CA 94305, USA; (S.S.); (I.L.); (T.J.); (E.S.); (G.H.); (N.J.M.)
| | - Neelan J. Marianayagam
- Department of Neurosurgery, Stanford University, 453 Quarry Road, Stanford, CA 94305, USA; (S.S.); (I.L.); (T.J.); (E.S.); (G.H.); (N.J.M.)
| | - Martin N. Stienen
- Department of Neurosurgery & Spine Center of Eastern Switzerland, Cantonal Hospital St. Gallen, Rorschacher Str. 95, CH-9007 St. Gallen, Switzerland;
| | - Anand Veeravagu
- Department of Neurosurgery, Stanford University, 453 Quarry Road, Stanford, CA 94305, USA; (S.S.); (I.L.); (T.J.); (E.S.); (G.H.); (N.J.M.)
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6
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Oyekan A, Dalton J, Fourman MS, Ridolfi D, Cluts L, Couch B, Shaw JD, Donaldson W, Lee JY. Multilevel tandem spondylolisthesis associated with a reduced "safe zone" for a transpsoas lateral lumbar interbody fusion at L4-5. Neurosurg Focus 2023; 54:E5. [PMID: 36587399 DOI: 10.3171/2022.10.focus22605] [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: 09/01/2022] [Accepted: 10/18/2022] [Indexed: 01/02/2023]
Abstract
OBJECTIVE The aim of this study was to investigate the effect of degenerative spondylolisthesis (DS) on psoas anatomy and the L4-5 safe zone during lateral lumbar interbody fusion (LLIF). METHODS In this retrospective, single-institution analysis, patients managed for low-back pain between 2016 and 2021 were identified. Inclusion criteria were adequate lumbar MR images and radiographs. Exclusion criteria were spine trauma, infection, metastases, transitional anatomy, or prior surgery. There were three age and sex propensity-matched cohorts: 1) controls without DS; 2) patients with single-level DS (SLDS); and 3) patients with multilevel, tandem DS (TDS). Axial T2-weighted MRI was used to measure the apical (ventral) and central positions of the psoas relative to the posterior tangent line at the L4-5 disc. Lumbar lordosis (LL), pelvic incidence (PI), pelvic tilt (PT), sacral slope (SS), and PI-LL mismatch were measured on lumbar radiographs. The primary outcomes were apical and central psoas positions at L4-5, which were calculated using stepwise multivariate linear regression including demographics, spinopelvic parameters, and degree of DS. Secondary outcomes were associations between single- and multilevel DS and spinopelvic parameters, which were calculated using one-way ANOVA with Bonferroni correction for between-group comparisons. RESULTS A total of 230 patients (92 without DS, 92 with SLDS, and 46 with TDS) were included. The mean age was 68.0 ± 8.9 years, and 185 patients (80.4%) were female. The mean BMI was 31.0 ± 7.1, and the mean age-adjusted Charlson Comorbidity Index (aCCI) was 4.2 ± 1.8. Age, BMI, sex, and aCCI were similar between the groups. Each increased grade of DS (no DS to SLDS to TDS) was associated with significantly increased PI (p < 0.05 for all relationships). PT, PI-LL mismatch, center psoas, and apical position were all significantly greater in the TDS group than in the no-DS and SLDS groups (p < 0.05). DS severity was independently associated with 2.4-mm (95% CI 1.1-3.8 mm) center and 2.6-mm (95% CI 1.2-3.9 mm) apical psoas anterior displacement per increased grade (increasing from no DS to SLDS to TDS). CONCLUSIONS TDS represents more severe sagittal malalignment (PI-LL mismatch), pelvic compensation (PT), and changes in the psoas major muscle compared with no DS, and SLDS and is a risk factor for lumbar plexus injury during L4-5 LLIF due to a smaller safe zone.
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Affiliation(s)
- Anthony Oyekan
- 1Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh.,2Pittsburgh Orthopaedic Spine Research Group, Pittsburgh
| | - Jonathan Dalton
- 1Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh.,2Pittsburgh Orthopaedic Spine Research Group, Pittsburgh
| | - Mitchell S Fourman
- 2Pittsburgh Orthopaedic Spine Research Group, Pittsburgh.,4Department of Orthopaedic Surgery, Montefiore Medical Center, Bronx, New York
| | - Dominic Ridolfi
- 2Pittsburgh Orthopaedic Spine Research Group, Pittsburgh.,3University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania; and
| | - Landon Cluts
- 2Pittsburgh Orthopaedic Spine Research Group, Pittsburgh.,3University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania; and
| | - Brandon Couch
- 1Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh.,2Pittsburgh Orthopaedic Spine Research Group, Pittsburgh
| | - Jeremy D Shaw
- 1Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh.,2Pittsburgh Orthopaedic Spine Research Group, Pittsburgh
| | - William Donaldson
- 1Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh.,2Pittsburgh Orthopaedic Spine Research Group, Pittsburgh
| | - Joon Y Lee
- 1Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh.,2Pittsburgh Orthopaedic Spine Research Group, Pittsburgh
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Soydan Z, Bayramoglu E, Sen C. Elucidation of effect of spinopelvic parameters in degenerative disc disease. Neurochirurgie 2023; 69:101388. [PMID: 36502876 DOI: 10.1016/j.neuchi.2022.101388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 09/07/2022] [Accepted: 09/13/2022] [Indexed: 12/13/2022]
Abstract
INTRODUCTION This study aims to find out if there is any relationship between disc pathology and spinopelvic morphology, respectively. METHODS A total of 152 patients who complained about low back pain were assessed retrospectively. Patients were divided into three groups based on the presence of disc pathology: non-degenerative (ND) (n=34), degenerative disc disease (DDD) (n=80), and lumbar disc herniation (LDH) (n=38). Spinopelvic parameters were measured on the lateral standing radiographs using Surgimap® Software. The degree of degeneration of each disc was evaluated using T2-weighted images according to the Pfirmann classification. Correlation analyses were performed. RESULTS No significant difference was observed between the three groups in terms of sagittal spinal and pelvic parameters. Age and BMI were positively correlated with DDD and LDH. PI and proximal lombar lordosis (PLL) were the only effective variables in predicting DDD. PT and distal lumbar lordosis (DLL) were found to be effective variables in predicting LDH. PI and PT values in patients with L1, L2, and L3 DDD were statistically significantly higher than those without degeneration (P<0.05). Although there were no statistical differences between PI and PT values (P>0.05), DLL values in L4 and L5 DDD patients were significantly lower than those without degeneration (P=0.041; P=0.046; P<0.05). CONCLUSIONS The sagittal morphology of the spine directly influences the extent of lumbar disc degeneration. As the values of PI and PT increase, disc degeneration tends to occur at higher levels (L1-2-3). Disc degeneration at lower levels (L4-5) was associated with low DLL levels. LEVEL OF EVIDENCE Level III, retrospective study.
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Affiliation(s)
- Z Soydan
- Nisantasi University, Department of Orthopaedics and Traumatology, Bhtclinic İstanbul Tema Hastanesi, Orthopedics And Traumatology, Atakent Mh 4.Cadde No 36 PC 34307, Kucukcekmece/Istanbul, Turkey.
| | - E Bayramoglu
- Bursa City Hospital, Orthopedics and Traumatology, Bursa, Turkey.
| | - C Sen
- Istanbul University Istanbul Faculty of Medicine, Orthopedics and Traumatology, Bursa, Turkey.
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Knapik DM, Clapp IM, Wichman DM, Nho SJ. Spinopelvic Parameters Do Not Influence Outcomes Following Primary Hip Arthroscopy for the Treatment of Femoroacetabular Impingement Syndrome. Arthrosc Sports Med Rehabil 2022; 5:e119-e127. [PMID: 36866311 PMCID: PMC9971872 DOI: 10.1016/j.asmr.2022.11.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 11/06/2022] [Indexed: 12/24/2022] Open
Abstract
Purpose To evaluate the influence of spinopelvic parameters on short-term postoperative patient-reported outcomes (PROs) following primary hip arthroscopy for the treatment of femoroacetabular impingement syndrome (FAIS). Methods Patients undergoing primary hip arthroscopy between January 2012 and December 2015 were retrospectively reviewed. Hip Outcome Score - Activities of Daily Living, Hip Outcome Score - Sports-Specific Subscale, modified Harris Hip Score, International Hip Outcome Tool-12, and visual analog scale pain were recorded preoperatively and at final follow-up. Lumbar lordosis (LL), pelvic tilt (PT), sacral slope, and pelvic incidence (PI) were measured on lateral radiographs in standing position. Patients were split into subgroups for individual analyses based on previous literature cutoffs: |PI-LL|> or <10°, PT> or <20°, and PI <40°, 40° < PI < 65°, and PI >65°. PROs and rate of achievement of patient acceptable symptom state (PASS) were compared between subgroups at final follow-up. Results Sixty-one patients who underwent unilateral hip arthroscopy were included in the analysis, and 66% of patients were female. Mean patient age was 37.6 ± 11.3 years, whereas mean body mass index was 25.0 ± 5.7. Mean follow-up time was 27.6 ± 9.0 months. No significant difference in preoperative nor postoperative PROs were appreciated in patients with spinopelvic mismatch (|PI-LL| >10°) versus those without, whereas patients with mismatch achieved PASS according to the modified Harris Hip Score (P = .037) and International Hip Outcome Tool-12 (P = .030) at greater rates. When we compared patients with a PT ≥20° versus PT <20°, no significant differences in postoperative PROs were present. When we compared patients in the following pelvic incidence groups: PI <40°, 40° < PI <65°, and PI >65°, no significant differences in 2-year PROs or rates of PASS achievement for any PRO were appreciated (P > .05 for all). Conclusions In this study, spinopelvic parameters and traditional measures of sagittal imbalance did not influence PROs in patients undergoing primary hip arthroscopy for FAIS. Patients with sagittal imbalance (|PI-LL|> 10° or PT >20°) achieved a greater rate of PASS. Level of Evidence IV; Prognostic case series.
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Affiliation(s)
| | - Ian M. Clapp
- Address correspondence to Ian M. Clapp, Department of Orthopedic Surgery, Rush University Medical Center, 1611 W Harrison St, Suite 300, Chicago, IL 60612.
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Gowd AK, Beck EC, Trammell AP, Edge C, Stubbs AJ. Evaluation of additional causes of hip pain in patients with femoroacetabular impingement syndrome. Front Surg 2022; 9:697488. [PMID: 36034352 PMCID: PMC9399470 DOI: 10.3389/fsurg.2022.697488] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 07/26/2022] [Indexed: 11/13/2022] Open
Abstract
Femoroacetabular impingement syndrome (FAIS) is an increasingly prevalent pathology in young and active patients, that has contributing factors from both abnormal hip morphology as well as abnormal hip motion. Disease progression can be detrimental to patient quality of life in the short term, from limitations on sport and activity, as well as the long term through early onset of hip arthritis. However, several concurrent or contributing pathologies may exist that exacerbate hip pain and are not addressed by arthroscopic intervention of cam and pincer morphologies. Lumbopelvic stiffness, for instance, places increased stress on the hip to achieve necessary flexion. Pathology at the pubic symphysis and sacroiliac joint may exist concurrently to FAIS through aberrant muscle forces. Additionally, both femoral and acetabular retro- or anteversion may contribute to impingement not associated with traditional cam/pincer lesions. Finally, microinstability of the hip from either osseous or capsuloligamentous pathology is increasingly being recognized as a source of hip pain. The present review investigates the pathophysiology and evaluation of alternate causes of hip pain in FAIS that must be evaluated to optimize patient outcomes.
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Tseng T, Chen Y, Yeh Y, Kuo C, Fan T, Lin Y. Automatic prosthetic‐parameter estimation from anteroposterior pelvic radiographs after total hip arthroplasty using deep learning‐based keypoint detection. Int J Med Robot 2022; 18:e2394. [DOI: 10.1002/rcs.2394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 03/15/2022] [Accepted: 03/16/2022] [Indexed: 11/05/2022]
Affiliation(s)
- Tsung‐Wei Tseng
- Department of Orthopaedic Surgery Chang Gung Memorial Hospital (CGMH) Taoyuan Taiwan
- Bone and Joint Research Center Chang Gung Memorial Hospital (CGMH) Taoyuan Taiwan
| | - Yueh‐Peng Chen
- Center for Artificial Intelligence in Medicine Chang Gung Memorial Hospital Linkou Medical Center Taoyuan Taiwan
| | - Yu‐Cheng Yeh
- Department of Orthopaedic Surgery Chang Gung Memorial Hospital (CGMH) Taoyuan Taiwan
- Bone and Joint Research Center Chang Gung Memorial Hospital (CGMH) Taoyuan Taiwan
| | - Chang‐Fu Kuo
- Center for Artificial Intelligence in Medicine Chang Gung Memorial Hospital Linkou Medical Center Taoyuan Taiwan
| | - Tzuo‐Yau Fan
- Center for Artificial Intelligence in Medicine Chang Gung Memorial Hospital Linkou Medical Center Taoyuan Taiwan
| | - Yu‐Chih Lin
- Department of Orthopaedic Surgery Chang Gung Memorial Hospital (CGMH) Taoyuan Taiwan
- Bone and Joint Research Center Chang Gung Memorial Hospital (CGMH) Taoyuan Taiwan
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11
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Yazici Sacaklidir G, Sencan S, Sacaklidir R, Gunduz OH. The effect of spinopelvic parameters on transforaminal epidural steroid injection treatment success in lumbar disc herniation. Int J Clin Pract 2021; 75:e14708. [PMID: 34370361 DOI: 10.1111/ijcp.14708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 08/06/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Spinopelvic parameters (SPP) is closely associated with diseases such as lumbar disc herniation (LDH), disc degeneration and spondylolisthesis. Although there exist many known clinical and radiological factors affecting the success of the transforaminal epidural steroid injection (TFESI) treatment, the effect of SPP has not yet been investigated. This study aims to examine the effects of SPP on treatment success in patients who undergo TFESI because of lumbar disc herniation and to investigate the correlation among multifidus cross-sectional area (MFCSA). METHODS This was a prospective, observational study. Patients with low back and/or leg pain, unilateral nerve root compression were applied TFESI. Outcome measures included the numerical rating scale (NRS), Oswestry Disability Index (ODI) and Beck Depression Inventory (BDI). The patients were evaluated at the first hour, third week and third month. The SPP and MFCSA measurements were made on direct radiographs and MRIs. RESULTS A total of 58 patients, 24 women and 34 men, with an average age of 42.0 ± 9.5 were included. NRS, ODI and BDI scores improved significantly up to three months follow-up (P < .001). Moderately positive correlations were found between leg NRS and PT/PI scores immediately after treatment (r: 0.307 and r: 0.334) and a weak positive correlation was found between BDI and PT at third week (r: 0.269). The MFCSA/vertebral sectional area (VSA) and MFCSA/total multifidus cross-sectional area (TMFCSA) of the affected side was found to be significantly low (P < .001). CONCLUSIONS Subjects with high PI and PT reported less improvement in leg pain immediately after treatment and patients with high PT had fewer BDI improvements. MFCSA had no correlations with SPPs in patients who underwent TFESI.
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Affiliation(s)
- Gonca Yazici Sacaklidir
- Department of Physical Medicine and Rehabilitation, Sureyyapasa Chest Diseases and Thoracic Surgery Training Hospital, İstanbul, Turkey
| | - Savas Sencan
- Division of Pain Medicine, Department of Physical Medicine and Rehabilitation, Faculty of Medicine, Marmara University, İstanbul, Turkey
| | - Rekib Sacaklidir
- Division of Pain Medicine, Department of Physical Medicine and Rehabilitation, Faculty of Medicine, Marmara University, İstanbul, Turkey
| | - Osman Hakan Gunduz
- Division of Pain Medicine, Department of Physical Medicine and Rehabilitation, Faculty of Medicine, Marmara University, İstanbul, Turkey
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12
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Accuracy and Reliability of Standing Lateral Lumbar Radiographs for Measurements of Spinopelvic Parameters. Spine (Phila Pa 1976) 2021; 46:1033-1038. [PMID: 34228695 DOI: 10.1097/brs.0000000000003930] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective observational study. OBJECTIVE To assess the accuracy and reliability of standing lateral lumbar radiographs for measurements of spinopelvic parameters, compared with whole-spine EOS® images. SUMMARY OF BACKGROUND DATA Lateral lumbar radiographs are commonly used for measurements of spinopelvic parameters. However, variable magnifications by fan-beam x-ray projection at margins may cause measurement errors. METHODS Fifty consecutive patients with standing lateral lumbar radiographs and whole-spine EOS® images were retrospectively reviewed from March to July in 2019. Two orthopedic surgeons (observers) independently measured the spinopelvic parameters including pelvic incidence (PI), pelvic tilt (PT), sacral slope (SS), and lumbar lordosis (LL) on the computers. These spinopelvic parameters of each patient were measured twice on both lateral lumbar radiograph and EOS® image by two observers with the usage of Surgimap software. The measurement difference and agreement of each parameter value between lateral lumbar radiographs and EOS® images were analyzed by paired t test and the interclass correlation coefficient (ICC) respectively. Intra- and inter-observer's reliabilities of both imaging methods were assessed by ICC. RESULTS The measurement difference of each spinopelvic parameter on EOS® images and lateral lumbar radiographs was less than 1° on average. Only the measurement difference of PI value revealed statistically significant (P = 0.020) with 0.9° discrepancy (95% confidential interval: 0.2-1.6), which indicated no clinical significance. The ICC values of lateral lumbar radiographs and EOS® images were more than 0.870 (range, 0.872-0.976), thus showed good to excellent measurement agreement between both imaging methods. All the ICC values for evaluating intra- and inter-observer reliability were greater than 0.960 (range, 0.963-0.993), indicating excellent reliability for observer's measurements. CONCLUSION Measurements of spinopelvic parameters (PI, PT, SS, and LL) on standing lateral lumbar radiographs are accurate and reliable, which are comparable to whole-spine EOS® images.Level of Evidence: 3.
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13
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Yeh YC, Weng CH, Huang YJ, Fu CJ, Tsai TT, Yeh CY. Deep learning approach for automatic landmark detection and alignment analysis in whole-spine lateral radiographs. Sci Rep 2021; 11:7618. [PMID: 33828159 PMCID: PMC8027006 DOI: 10.1038/s41598-021-87141-x] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 03/18/2021] [Indexed: 12/21/2022] Open
Abstract
Human spinal balance assessment relies considerably on sagittal radiographic parameter measurement. Deep learning could be applied for automatic landmark detection and alignment analysis, with mild to moderate standard errors and favourable correlations with manual measurement. In this study, based on 2210 annotated images of various spinal disease aetiologies, we developed deep learning models capable of automatically locating 45 anatomic landmarks and subsequently generating 18 radiographic parameters on a whole-spine lateral radiograph. In the assessment of model performance, the localisation accuracy and learning speed were the highest for landmarks in the cervical area, followed by those in the lumbosacral, thoracic, and femoral areas. All the predicted radiographic parameters were significantly correlated with ground truth values (all p < 0.001). The human and artificial intelligence comparison revealed that the deep learning model was capable of matching the reliability of doctors for 15/18 of the parameters. The proposed automatic alignment analysis system was able to localise spinal anatomic landmarks with high accuracy and to generate various radiographic parameters with favourable correlations with manual measurements.
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Affiliation(s)
- Yu-Cheng Yeh
- Department of Orthopaedic Surgery, Spine Division, Bone and Joint Research Center, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan, ROC
| | - Chi-Hung Weng
- aetherAI Co., Ltd., 9F., No.3-2, Yuanqu St., Nangang Dist., Taipei City, 115, Taiwan, ROC
| | - Yu-Jui Huang
- Department of Orthopaedic Surgery, Spine Division, Bone and Joint Research Center, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan, ROC
| | - Chen-Ju Fu
- Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan, ROC
| | - Tsung-Ting Tsai
- Department of Orthopaedic Surgery, Spine Division, Bone and Joint Research Center, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan, ROC
| | - Chao-Yuan Yeh
- aetherAI Co., Ltd., 9F., No.3-2, Yuanqu St., Nangang Dist., Taipei City, 115, Taiwan, ROC.
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14
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Kleeman-Forsthuber LT, Elkins JM, Miner TM, Yang CC, Jennings JM, Dennis DA. Reliability of Spinopelvic Measurements That May Influence the Cup Position in Total Hip Arthroplasty. J Arthroplasty 2020; 35:3758-3764. [PMID: 32888750 DOI: 10.1016/j.arth.2020.06.056] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 06/08/2020] [Accepted: 06/18/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Spinopelvic pathology has been identified as a potential risk factor for instability after total hip arthroplasty. Spinopelvic radiographic parameters used to diagnose spinopelvic disease may also impact optimal cup placement. The purpose of this study was to assess the arthroplasty surgeon accuracy in making spinopelvic measurements. METHODS Five fellowship-trained or in-training arthroplasty surgeons reviewed 44 lateral lumbar radiographs in two sessions. All evaluators were instructed how to perform measurements but had little experience in doing so. Traditional measurements included the pelvic tilt (PT), pelvic incidence (PI), and sacral slope (SS), and novel measurements included the acetabular ante-inclination (AI) and pelvic femoral angle. Surgeon measurements were compared with those made by experienced engineers. intraclass coefficients (ICCs) were calculated and interpreted. RESULTS The interobserver reliability for 4 of 5 of the spinopelvic parameters was good to excellent (ICC >0.75) with the highest reliability seen for PI measurement (ICC = 0.939). Only moderate interobserver reliability was observed for AI measurement (ICC = 0.559). Intraobserver reliability was the highest for the PI and SS, ranging from moderate to good (ICC, 0.718 to 0.896). The lowest intraobserver reliability was seen for the AI (ICC range, 0.026 to 0.545) and pelvic femoral angle (ICC range, 0.035 to 0.828). Surgeon measurements of PT and SS were compared with engineer measurements with extremely poor correlation observed (ICC <0 for all). CONCLUSION Surgeon intraobserver and interobserver reliability in making novel radiographic measurements was low compared with traditional radiographic measurements. Surgeon reliability in making traditional measurements of the PT and SS was very poor compared with experienced assessors using software-based measurements.
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Affiliation(s)
| | | | | | | | | | - Douglas A Dennis
- Colorado Joint Replacement, Denver, CO; Department of Biomedical Engineering, University of Tennessee, Knoxville, TN; University of Colorado Health Sciences Center, Denver, CO
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15
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Poonia A, Lodha S, Sharma NC. Evaluation of spinopelvic parameters in lumbar prolapsed intervertebral disc. Indian J Radiol Imaging 2020; 30:253-262. [PMID: 33273757 PMCID: PMC7694732 DOI: 10.4103/ijri.ijri_49_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 04/10/2020] [Accepted: 06/14/2020] [Indexed: 12/02/2022] Open
Abstract
Background: Sacro-pelvic morphology and orientation are usually described in terms of pelvic incidence (PI), pelvic tilt (PT), and sacral slope (SS). Orientation and morphology of pelvis can affect degenerative changes in the lumbar spine. Thus, here we investigated the relationships between various sagittal spinopelvic parameters and the degree of disc degeneration in young adults. Material and Methods: A hospital-based cross-sectional study with a total of 60 cases was done. Patients presenting with back or leg pain having prolapsed disc on magnetic resonance imaging (MRI) were included in the study. A standing X-ray of LS spine from dorso-lumbar junction to mid-thigh was taken. Various spinopelvic parameters were assessed from the scannogram using the software. Results: The mean age was 39.27 years. L5S1 was the most common level. Mean SS, PT, PI, and LL were 37.78°, 13.52°, 51.33°, and 41.01°. Disc pathologies at L1L2, L2L3, and L4L5 level showed a positive correlation with PT, PI, and LL. Disc pathology at the L5S1 level shows a positive correlation with PT and LL. A statistically significant correlation between SS and degenerative spondylolisthesis at L4L5 was found from data with P = 0.023. Discussion: An increase in SS statistically significantly increases the chance of development of degenerative spondylolisthesis at L4L5. An increase in PT, PI, and LL will cause an increase in disc pathology at L1L2. An increase in SS, PT, PI, and LL will cause an increase in disc pathology at L2L3. An increase in SS, PT, PI, and LL will cause an increase in disc pathology at L4L5. An increase in PT and LL will cause an increase in disc pathology at L5S1. Conclusion: Standing lateral view radiograph from dorso-lumbar junction to the mid-thigh is as good as standing whole spine radiograph for measurement of spinopelvic parameters. Degenerative spondylolisthesis at L4L5 has a statistically significant correlation with an increase in SS.
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Affiliation(s)
- Apoorva Poonia
- Department of Radiology, Geetanjali Medical College and Hospital, Udaipur, Rajasthan, India
| | - Sambhav Lodha
- Department of Radiology, Geetanjali Medical College and Hospital, Udaipur, Rajasthan, India
| | - N C Sharma
- Department of Radiology, Geetanjali Medical College and Hospital, Udaipur, Rajasthan, India
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16
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Criteria for surgical reduction in high-grade lumbosacral spondylolisthesis based on quality of life measures. 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 2019; 28:2060-2069. [DOI: 10.1007/s00586-019-05954-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Revised: 03/01/2019] [Accepted: 03/14/2019] [Indexed: 11/26/2022]
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17
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Misir A, Kizkapan TB, Tas SK, Yildiz KI, Ozcamdalli M, Yetis M. Lumbar spine posture and spinopelvic parameters change in various standing and sitting postures. 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 2018; 28:1072-1081. [PMID: 30498961 DOI: 10.1007/s00586-018-5846-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Revised: 11/14/2018] [Accepted: 11/27/2018] [Indexed: 10/27/2022]
Abstract
PURPOSE This study aimed to compare differences in lumbosacral and spinopelvic parameters between pain developers and non-pain developers as well as the effects of various posture changes. METHODS A total of 38 consecutive participants, 20 standing-induced low back pain developers (mean age: 27.7 ± 5.3; mean BMI: 22.64 ± 2.95) and 18 non-pain developers (mean age: 29.0 ± 7.5; mean BMI: 24.2 ± 1.87) (p > 0.05), were prospectively evaluated. Six sagittal plane radiographs were taken. Upright standing posture was used as the reference posture. Lumbar lordosis, lumbosacral lordosis, L1/L2 and L5/S1 intervertebral (IV) joint angles, pelvic incidence, pelvic tilt and sacral slope were measured on each radiograph. RESULTS There were no significant differences in terms of age, BMI, SF-36 score, or Oswestry Disability Index scores between pain developer and non-pain developer groups (p > 0.05). Pain developers had significantly larger lumbar lordosis, larger L1/L2 intervertebral angles, larger pelvic incidences and sacral slopes in all postures (p < 0.05). The contribution of L5/S1 intervertebral angle to lumbar flexion was higher than that of the L1/L2 intervertebral angle during stair descent, the sitting and the leaning forward while sitting postures (p < 0.05). CONCLUSION The current study supports the assertion that increased lumbar lordosis is associated with increased pain. Lumbar spine angles change in various postures. The changes were more prominent in pain developers than in non-pain developers. Larger lumbar lordosis due to larger pelvic incidence may be a risk factor for the development of standing-induced low back pain. These slides can be retrieved under Electronic Supplementary Material.
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Affiliation(s)
- Abdulhamit Misir
- Department of Orthopaedics and Traumatology, Sanliurfa Training and Research Hospital, Akpiyar mah. 4061. Sk. Yasamkent park evleri no: 29 B blok daire:21 Karakopru, Sanliurfa, Turkey.
| | - Turan Bilge Kizkapan
- Department of Orthopaedics and Traumatology, Bursa Cekirge State Hospital, Bursa, Turkey
| | - Suleyman Kasim Tas
- Department of Orthopaedics and Traumatology, Baltalimani Bone and Joint Diseases Training and Research Hospital, Istanbul, Turkey
| | - Kadir Ilker Yildiz
- Department of Orthopaedics and Traumatology, Baltalimani Bone and Joint Diseases Training and Research Hospital, Istanbul, Turkey
| | - Mustafa Ozcamdalli
- Department of Orthopaedics and Traumatology, Faculty of Medicine, Ahi Evran University, Kirsehir, Turkey
| | - Mehmet Yetis
- Department of Orthopaedics and Traumatology, Faculty of Medicine, Ahi Evran University, Kirsehir, Turkey
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18
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Frenkel MB, Frey CD, Renfrow JJ, Wolfe SQ, Powers AK, Branch CL. A call for consistent radiographic definition of lumbar lordosis. J Neurosurg Spine 2018; 29:231-234. [DOI: 10.3171/2017.11.spine17976] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Mark B. Frenkel
- 1Department of Neurosurgery, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina; and
| | - Casey D. Frey
- 2Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Jaclyn J. Renfrow
- 1Department of Neurosurgery, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina; and
| | - Stacey Q. Wolfe
- 1Department of Neurosurgery, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina; and
| | - Alexander K. Powers
- 1Department of Neurosurgery, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina; and
| | - Charles L. Branch
- 1Department of Neurosurgery, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina; and
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