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Deville R, Khalifé M, Rollet ME, Chatelain L, Guigui P, de Loubresse CG, Ferrero E. Readmission rate after adult scoliosis surgery on primary cases over 45 years-old with long term follow-up. 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 2024; 33:3880-3886. [PMID: 39147908 DOI: 10.1007/s00586-024-08429-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 07/13/2024] [Accepted: 07/24/2024] [Indexed: 08/17/2024]
Abstract
PURPOSE Scoliosis surgery is becoming increasingly frequent. Rate of readmission is little discussed in the literature. It is an interesting data for the patient's information and for public authorities to calculate cost-effectiveness. Aim of the study was to evaluate rate and causes of short and long-term readmissions in patients > 45 years old operated on for a scoliosis primary cases, then to look for predictors of these readmissions. METHODS In this monocentric retrospective cohort study, over 45 years-old scoliosis primary cases operated on between 2015 and 2018 and with a minimum of 2 years follow-up were included. The number of readmissions and their causes were analyzed. Rehospitalized patients (RH) were then compared to non-rehospitalized patients (NRH). Risk factors were sought using a multivariate analysis by logistic regression. RESULTS 105 patients were included (90% female; 64 ± 8 years). 56% were readmitted at least once. Main cause of readmission as pseudarthrosis (70%). Among the RH patients, fifty-eight required at least one revision. We found no significant difference between RH and NRH, apart from the rate of immediate post-operative medical complications which was significantly higher in RH (17% (n = 11) vs. 4% (n = 2), p = 0.04). According to multivariate analysis, BMI and age were found as predictors of readmission of mechanical origin, and BMI for readmissions of septic origin. CONCLUSION The readmission rate after scoliosis surgery was 56%. The main cause was pseudarthrosis. Rehospitalized patients had more immediate post-operative medical complications. The elderly and overweight patients are more likely to be readmitted for mechanical or septic reasons.
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Affiliation(s)
- Robin Deville
- Department of Orthopaedic Surgery, Hôpital Européen Georges Pompidou, AP-HP, 20, rue Leblanc, Paris, 75015, France.
- Université Paris-Cité, Paris, France.
| | - Marc Khalifé
- Department of Orthopaedic Surgery, Hôpital Européen Georges Pompidou, AP-HP, 20, rue Leblanc, Paris, 75015, France
- Université Paris-Cité, Paris, France
| | - Marie-Eva Rollet
- Clinique Arnault Tzanck, 231 Avenue Du Docteur Maurice Donat, Saint Laurent du Var, 06721, France
| | - Léonard Chatelain
- Department of Orthopaedic Surgery, Hôpital Européen Georges Pompidou, AP-HP, 20, rue Leblanc, Paris, 75015, France
- Université Paris-Cité, Paris, France
| | - Pierre Guigui
- Department of Orthopaedic Surgery, Hôpital Européen Georges Pompidou, AP-HP, 20, rue Leblanc, Paris, 75015, France
- Université Paris-Cité, Paris, France
| | - Christian Garreau de Loubresse
- Department of Orthopaedic Surgery, Hôpital Européen Georges Pompidou, AP-HP, 20, rue Leblanc, Paris, 75015, France
- Université Paris-Cité, Paris, France
| | - Emmanuelle Ferrero
- Department of Orthopaedic Surgery, Hôpital Européen Georges Pompidou, AP-HP, 20, rue Leblanc, Paris, 75015, France
- Université Paris-Cité, Paris, France
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Yang C, Wang F, Huang X, Zhang H, Shi S, Zhang FM, Gao J, Yu X. Finite element analysis of biomechanical effects of percutaneous cement discoplasty in scoliosis. BMC Musculoskelet Disord 2024; 25:285. [PMID: 38609902 PMCID: PMC11015543 DOI: 10.1186/s12891-023-06741-y] [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: 02/02/2023] [Accepted: 07/20/2023] [Indexed: 04/14/2024] Open
Abstract
OBJECTIVE To investigate the effect of bone cement on the vertebral body and biomechanical properties in percutaneous cement discoplasty (PCD) for degenerative lumbar disc disease. METHODS Three-dimensional reconstruction of L2 ~ L3 vertebral bodies was performed in a healthy volunteer, and the corresponding finite element model of the spine was established. Biomechanical analysis was performed on the changes in stress distribution in different groups of models by applying quantitative loads. RESULTS Models with percutaneous discoplasty (PCD) showed improved stability under various stress conditions, and intervertebral foraminal heights were superior to models without discoplasty. CONCLUSION Cement discoplasty can improve the stability of the vertebral body to a certain extent and restore a certain height of the intervertebral foramen, which has a good development prospect and potential.
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Affiliation(s)
- Cunheng Yang
- Affiliated Zhongshan Hospital of Dalian University, No. 6 Jiefang Street, Zhongshan District, Dalian, Liaoning Province, 116001, People's Republic of China
| | - Fumin Wang
- Affiliated Zhongshan Hospital of Dalian University, No. 6 Jiefang Street, Zhongshan District, Dalian, Liaoning Province, 116001, People's Republic of China
| | - Xingxing Huang
- Affiliated Zhongshan Hospital of Dalian University, No. 6 Jiefang Street, Zhongshan District, Dalian, Liaoning Province, 116001, People's Republic of China
| | - Hao Zhang
- Affiliated Zhongshan Hospital of Dalian University, No. 6 Jiefang Street, Zhongshan District, Dalian, Liaoning Province, 116001, People's Republic of China
| | - Shengbo Shi
- Affiliated Zhongshan Hospital of Dalian University, No. 6 Jiefang Street, Zhongshan District, Dalian, Liaoning Province, 116001, People's Republic of China
| | - Fangjun Meng Zhang
- Affiliated Zhongshan Hospital of Dalian University, No. 6 Jiefang Street, Zhongshan District, Dalian, Liaoning Province, 116001, People's Republic of China
| | - Junxiao Gao
- Affiliated Zhongshan Hospital of Dalian University, No. 6 Jiefang Street, Zhongshan District, Dalian, Liaoning Province, 116001, People's Republic of China
| | - Xiaobing Yu
- Affiliated Zhongshan Hospital of Dalian University, No. 6 Jiefang Street, Zhongshan District, Dalian, Liaoning Province, 116001, People's Republic of China.
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Failure in Adult Spinal Deformity Surgery: A Comprehensive Review of Current Rates, Mechanisms, and Prevention Strategies. Spine (Phila Pa 1976) 2022; 47:1337-1350. [PMID: 36094109 DOI: 10.1097/brs.0000000000004435] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 06/22/2022] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Literature review. OBJECTIVE The aim of this review is to summarize recent literature on adult spinal deformity (ASD) treatment failure as well as prevention strategies for these failure modes. SUMMARY OF BACKGROUND DATA There is substantial evidence that ASD surgery can provide significant clinical benefits to patients. The volume of ASD surgery is increasing, and significantly more complex procedures are being performed, especially in the aging population with multiple comorbidities. Although there is potential for significant improvements in pain and disability with ASD surgery, these procedures continue to be associated with major complications and even outright failure. METHODS A systematic search of the PubMed database was performed for articles relevant to failure after ASD surgery. Institutional review board approval was not needed. RESULTS Failure and the potential need for revision surgery generally fall into 1 of 4 well-defined phenotypes: clinical failure, radiographic failure, the need for reoperation, and lack of cost-effectiveness. Revision surgery rates remain relatively high, challenging the overall cost-effectiveness of these procedures. CONCLUSION By consolidating the key evidence regarding failure, further research and innovation may be stimulated with the goal of significantly improving the safety and cost-effectiveness of ASD surgery.
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Crutchfield CR, Zhong JR, Lee NJ, Fortney TA, Ahmad CS, Lynch TS. Operative Time Less Than 1.5 Hours, Male Sex, Dependent Functional Status, Presence of Dyspnea, and Reoperations Within 30 days Are Independent Risk Factors for Readmission After ACLR. Arthrosc Sports Med Rehabil 2022; 4:e1305-e1313. [PMID: 36033184 PMCID: PMC9402418 DOI: 10.1016/j.asmr.2022.04.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 03/10/2022] [Accepted: 04/12/2022] [Indexed: 12/03/2022] Open
Abstract
Purpose The purposes of this study are to use a large, patient-centered database to describe the 30-day readmission rate and to identify predictive risk factors for readmission after elective isolated ACLR. Methods The National Surgical Quality Improvement Program Database was retrospectively queried for isolated ACLR procedures between 2011 and 2017. Current Procedural Terminology (CPT) codes were used to identify isolated ACLR patients. Those undergoing additional procedures such as meniscectomy or multi-ligamentous reconstruction were excluded. Readmissions were analyzed against demographic variables with bivariate analysis. Multivariate logistic regression was used to find independent risk factors for 30-day readmissions after ACLR. Results A total of 11,060 patients (37.2% female) were included with an average age of 32.2 ± 10.6 years and mean body mass index (BMI) of 27.9 ± 6.5 kg/m2 (29.2% were >30). The overall readmission rate was 0.59%. The most reported reason for readmission was infection 0.22 (24 out of 11,060). The following variables were associated with significantly higher readmission rates: male sex (P = .001), history of severe chronic obstructive pulmonary disease (COPD) (P = .025), cardiac comorbidity (P = .034), operative time >1.5 hours (P <.001), partially dependent functional health status (P = .002), high preoperative creatinine (P = .009), normal preoperative albumin (P = .020), hypertension (P = .034), and reoperations (P < .001). Operative time >1.5 hours, male sex, dependent functional status, the presence of dyspnea, and undergoing a reoperation were identified as independent risk factors for 30-day readmissions (P < .05 for all). Conclusions Isolated ACLR is associated with low 30-day readmission rates. Operative time >1.5 hours, male sex, dependent functional status, the presence of dyspnea, and 30-day reoperations are independent risk factors for readmission that should be considered in patient selection and addressed with preoperative counseling. Level of Evidence Level III, retrospective cohort study.
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Lee NJ, Cerpa M, Leung E, Sardar ZM, Lehman RA, Lenke LG. Do readmissions and reoperations adversely affect patient-reported outcomes following complex adult spinal deformity surgery at a minimum 2 years postoperative? Spine Deform 2021; 9:789-801. [PMID: 33860916 DOI: 10.1007/s43390-020-00235-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 10/19/2020] [Indexed: 10/21/2022]
Abstract
BACKGROUND Unplanned readmissions and reoperations are known to be associated with undesirable costs and potentially inferior outcomes in complex adult spinal deformity (ASD) surgery. A paucity of literature exists on the impact of readmissions/reoperations on patient-reported outcomes (PRO) in this population. METHODS Consecutively treated adult patients who underwent complex ASD surgery at a single institution from 2015-2018 and minimum 2-year follow-up were studied. Demographics/comorbidities, operative factors, inpatient complications, and postoperative clinical and patient-reported outcomes (SRS-22r, ODI) were assessed for those with and without readmission/reoperation. RESULTS 175 patients (72% female, mean age 52.6 ± 16.4) were included. Mean total instrumented/fused levels was 13.3 ± 4.1, range 6-25. The readmission and reoperation rates were 16.6% and 12%, respectively. The two most common causes of reoperation were pseudarthrosis (5.1%) and PJK (4.0%). Predictors for readmission within 2 years following surgery included pulmonary, cardiac, depression and gastrointestinal comorbidities, along with performance of a VCR, and TLIF. At 2 years postoperatively, those who required a readmission/reoperation had significant increases in SRS and reductions in ODI compared to 1-year and preoperative values. Inpatient complications did not negatively impact 2-year PRO's. The 2-year MCID in PROs was not significantly different between those with and without readmission/reoperation. CONCLUSION Complex ASD surgery carries risk, but the vast majority can achieve MCID (SRS-86.4%, ODI-68.2%) in PROs by 2 years. Importantly, even those with inpatient complications and those who required unplanned readmission/reoperation can improve PROs by 2-year follow-up compared to preoperative baseline and 1-year follow-up and achieve similar improvements compared to those who did not require a readmission. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Nathan J Lee
- Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, 161 Fort Washington Avenue, New York, NY, 10032, USA
| | - Meghan Cerpa
- Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, 161 Fort Washington Avenue, New York, NY, 10032, USA.
| | - Eric Leung
- Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, 161 Fort Washington Avenue, New York, NY, 10032, USA
| | - Zeeshan M Sardar
- Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, 161 Fort Washington Avenue, New York, NY, 10032, USA
| | - Ronald A Lehman
- Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, 161 Fort Washington Avenue, New York, NY, 10032, USA
| | - Lawrence G Lenke
- Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, 161 Fort Washington Avenue, New York, NY, 10032, USA
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Passias PG, Bortz CA, Pierce KE, Alas H, Brown A, Vasquez-Montes D, Naessig S, Ahmad W, Diebo BG, Raman T, Protopsaltis TS, Buckland AJ, Gerling MC, Lafage R, Lafage V. A Simpler, Modified Frailty Index Weighted by Complication Occurrence Correlates to Pain and Disability for Adult Spinal Deformity Patients. Int J Spine Surg 2021; 14:1031-1036. [PMID: 33560265 DOI: 10.14444/7154] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND The Miller et al adult spinal deformity frailty index (ASD-FI) correlates with complication risk; however, its development was not rooted in clinical outcomes, and the 40 factors needed for its calculation limit the index's clinical utility. The present study aimed to develop a simplified, weighted frailty index for ASD patients METHODS: This study is a retrospective review of a single-center database. Component ASD-FI parameters contributing to overall ASD-FI score were assessed via Pearson correlation. Top significant, clinically relevant factors were regressed against ASD-FI score to generate the modified ASD-FI (mASD-FI). Component mASD-FI factors were regressed against incidence of medical complications, and factor weights were calculated from regression of these coefficients. Total mASD-FI score ranged from 0 to 21, and was calculated by summing weights of expressed parameters. Linear regression and published ASD-FI cutoffs generated corresponding mASD-FI frailty cutoffs: not frail (NF, <7), frail (7-12), severely frail (SF, >12). Analysis of variance assessed the relationship between frailty category and validated baseline measures of pain and disability at baseline. RESULTS The study included 50 ASD patients. Eight factors were included in the mASD-FI. Overall mean mASD-FI score was 5.7 ± 5.2. Combined, factors comprising the mASD-FI showed a trend of predicting the incidence of medical complications (Nagelkerke R 2 = 0.558; Cox & Snell R 2 = 0.399; P = .065). Breakdown by frailty category is NF (70%), frail (12%), and SF (18%). Increasing frailty category was associated with significant impairments in measures of pain and disability: Oswestry Disability Index (NF: 23.4; frail: 45.0; SF: 49.3; P < .001), SRS-22r (NF: 3.5; frail: 2.6; SF: 2.4; P = .001), Pain Catastrophizing Scale (NF: 41.9; frail: 32.4; SF: 27.6; P < .001), and NRS Leg Pain (NF: 2.3; frail: 7.2; SF: 5.6; P = .001). CONCLUSIONS This study modifies an existing ASD frailty index and proposes a weighted, shorter mASD-FI. The mASD-FI relies less on patient-reported variables, and it weights component factors by their contribution to adverse outcomes. Because increasing mASD-FI score is associated with inferior clinical measures of pain and disability, the mASD-FI may serve as a valuable tool for preoperative risk assessment.
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Affiliation(s)
- Peter G Passias
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York, New York
| | - Cole A Bortz
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York, New York
| | - Katherine E Pierce
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York, New York
| | - Haddy Alas
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York, New York
| | - Avery Brown
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York, New York
| | | | - Sara Naessig
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York, New York
| | - Waleed Ahmad
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York, New York
| | - Bassel G Diebo
- Department of Orthopedics, SUNY Downstate Medical Center, Brooklyn, New York
| | - Tina Raman
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York, New York
| | | | - Aaron J Buckland
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York, New York
| | - Michael C Gerling
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York, New York
| | - Renaud Lafage
- Department of Orthopedics, Hospital for Special Surgery, New York, New York
| | - Virginie Lafage
- Department of Orthopedics, Hospital for Special Surgery, New York, New York
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De la Garza Ramos R, Yassari R. Commentary: Machine Learning With Feature Domains Elucidates Candidate Drivers of Hospital Readmission Following Spine Surgery in a Large Single-Center Patient Cohort. Neurosurgery 2020; 87:E511-E512. [PMID: 32445561 DOI: 10.1093/neuros/nyaa209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2020] [Accepted: 03/23/2020] [Indexed: 11/13/2022] Open
Affiliation(s)
- Rafael De la Garza Ramos
- Spine Research Group, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, New York.,Department of Neurological Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, New York
| | - Reza Yassari
- Spine Research Group, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, New York.,Department of Neurological Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, New York
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Camino Willhuber G, Kido G, Pereira Duarte M, Estefan M, Bendersky M, Bassani J, Petracchi M, Gruenberg M, Sola C. Percutaneous Cement Discoplasty for the Treatment of Advanced Degenerative Disc Conditions: A Case Series Analysis. Global Spine J 2020; 10:729-734. [PMID: 32707012 PMCID: PMC7383797 DOI: 10.1177/2192568219873885] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
STUDY DESIGN Retrospective analysis. Level of evidence III. OBJECTIVES To describe the results after a minimum 1-year follow-up in patients treated with percutaneous discoplasty (PD), a minimally invasive technique to treat low back pain in elderly patients with advanced degenerative disc disease. The procedure consists in improving stability by injecting bone cement in a severely degenerated pneumodisc. There are few reports in the literature about this technique. METHODS Fifty-four patients with advanced disc disease with/without degenerative scoliosis treated with PD with at least 1 year follow-up were studied, variables included clinical (visual analogue scale [VAS] and Owestry Disability Index [ODI]) and radiological parameters (lumbar lordosis and Cobb angle), as well as hospital length of stay and complications. RESULTS At 1-year postoperation, significant pain reduction (VAS: preoperative 7.8 ± 0.90; postoperative 4.4 ± 2.18) and improvement in the ODI (preoperative 62 ± 7.12; postoperative 36.2 ± 15.47) were observed with partial correction of radiological parameters (5° mean increase in lumbar lordosis and decrease in Cobb angle). Mean surgical time was 38 minutes, and the mean length of hospital stay was 1.2 days. CONCLUSION PD, currently not a very well-known technique, appears to be-at least in the short-term follow-up-an effective treatment option in selected cases with low back pain due to advanced degenerative disc disease.
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Affiliation(s)
- Gaston Camino Willhuber
- Hospital Italiano de Buenos Aires, Buenos Aires, Argentina,Gaston Camino Willhuber, MD, Orthopaedic and Traumatology Department, Institute of Orthopedics “Carlos E. Ottolenghi” Hospital Italiano de Buenos Aires, Buenos Aires, Argentina.
| | - Gonzalo Kido
- Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | | | - Martin Estefan
- Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | | | - Julio Bassani
- Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | | | | | - Carlos Sola
- Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
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Cho PG, Kim TH, Lee H, Ji GY, Park SH, Shin DA. Incidence, reasons, and risk factors for 30-day readmission after lumbar spine surgery for degenerative spinal disease. Sci Rep 2020; 10:12672. [PMID: 32728078 PMCID: PMC7391755 DOI: 10.1038/s41598-020-69732-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 07/14/2020] [Indexed: 11/09/2022] Open
Abstract
This study investigated risk factors for 30-day readmission of discharged patients who had undergone lumbar spinal surgery. This retrospective, case–control study reviewed 3,933 patients discharged after elective spinal surgery for lumbar degenerative diseases from 2005 to 2012 at a university hospital. Of these patients, 102 were re-hospitalized within 30 days of discharge. Patient medical records were reviewed. The incidence of readmission within 30 days was 2.6%, and uncontrolled pain was the most common reason for readmission. In the univariate analysis, age, mental illness, the number of medical comorbidities, previous spinal surgery, fusion surgery, number of fusion levels, estimated blood loss, operation time, intensive care unit (ICU) admission, length of hospital stays, and total medical expenses were associated with a higher risk of readmission within 30 days. Multiple logistic regression analysis revealed that previous spinal surgery, operation time, ICU admission, length of hospital stays, and total medical expenses were independent risk factors for 30-day readmission. Independent risk factors for readmission were longer operation time, a previous spinal surgery, ICU admission, longer hospital stays, and higher medical expenses. Further studies controlling these risk factors could contribute to reducing readmission and thus improving the quality of care.
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Affiliation(s)
- Pyung Goo Cho
- Department of Neurosurgery, Ajou University College of Medicine, Suwon, Republic of Korea
| | - Tae Hyun Kim
- Graduate School of Public Health, Yonsei University, Seoul, Republic of Korea
| | - Hana Lee
- Department of Neurosurgery, Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul, 120-752, Republic of Korea
| | - Gyu Yeul Ji
- Department of Neurosurgery, Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul, 120-752, Republic of Korea
| | - Sang Hyuk Park
- Department of Neurosurgery, Seoul Now Hospital, Seongnam, Republic of Korea
| | - Dong Ah Shin
- Department of Neurosurgery, Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul, 120-752, Republic of Korea.
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Readmission following complex spine surgery in a prospective cohort of 679 patients - 2-years follow-up using the Spine AdVerse Event Severity (SAVES) system. Spine J 2020; 20:717-729. [PMID: 31843469 DOI: 10.1016/j.spinee.2019.12.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Revised: 12/10/2019] [Accepted: 12/10/2019] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Recent studies suggest that prospective registration more accurately reflects the true incidence of adverse events (AEs). To our knowledge, no previous study has investigated prospectively registered AEs' influence on hospital readmission following spine surgery. PURPOSE To determine the frequency and type of unplanned readmissions after complex spine surgery, and to investigate if prospectively registered AEs can predict readmissions. DESIGN This is a prospective, consecutive cohort study. PATIENT SAMPLE We conducted a single-center study of 679 consecutive patients who underwent complex spine surgery defined as conditions deemed too complicated for surgery at a secondary institute, or patients with severe comorbidities requiring multidisciplinary observation and treatment. OUTCOME MEASURES The outcomes in this study were (1) readmission to any hospital department within 30 days of discharge and (2) readmission to a surgical spine center at any time in follow-up. METHODS All patients undergoing complex spine surgery, at our tertiary referral center, were consecutively, and prospectively, included from January 1 to December 31, 2013. Demographics and perioperative AEs were registered using the Spine AdVerse Events Severity (SAVES) system. Patients were followed for a minimum of two years. A competing risk survival model was used to estimate rates of readmissions with death as a competing risk. Patient characteristics, surgical parameters and perioperative AEs were analyzed to identify factors associated with readmission. Analyses of 30-day readmission were performed using logistic regression models. A proportional odds model, with death as competing risk, was used for readmissions to a spine center at any time in follow-up. Results were reported as odds ratios with 95% confidence intervals (95% CI). RESULTS Within 2 years of index discharge, 443 (65%) were readmitted. Only 20% of readmissions were to a spine center. Cumulative incidence (95% CI) of readmission was estimated to 13% (10%-16%) at 30 days, 26% (23%-30%) at 90 days, 50% (46%-54%) at 1 year, and 59% (55%-63%) at 2 years following discharge. Rates were markedly lower for readmissions to a spine center. Increased odds of 30-day readmission were correlated to intraoperative hypotension (p=.02) and major intraoperative blood loss (p<.01). Readmission to a spine center was associated with the number of instrumented vertebrae (p=.047), major intraoperative AE (p=.01), and intraoperative hypotension (p<.01). CONCLUSIONS To the best of our knowledge, this is the first study to analyze prospectively registered AEs' association to readmission up to 2 years after complex spine surgery. We found that readmissions were more frequent than previously reported when including readmissions to any department or hospital. Factors related to major intraoperative blood loss were associated to increased odds of readmission. This should be considered during planning of postoperative observation and care.
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Berjano P, Damilano M, Pejrona M, Langella F, Lamartina C. Revision surgery in distal junctional kyphosis. 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; 29:86-102. [DOI: 10.1007/s00586-020-06304-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 01/18/2020] [Accepted: 01/18/2020] [Indexed: 10/25/2022]
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Daniels AH, Reid DBC, Tran SN, Hart RA, Klineberg EO, Bess S, Burton D, Smith JS, Shaffrey C, Gupta M, Ames CP, Hamilton DK, LaFage V, Schwab F, Eastlack R, Akbarnia B, Kim HJ, Kelly M, Passias PG, Protopsaltis T, Mundis GM. Evolution in Surgical Approach, Complications, and Outcomes in an Adult Spinal Deformity Surgery Multicenter Study Group Patient Population. Spine Deform 2019; 7:481-488. [PMID: 31053319 DOI: 10.1016/j.jspd.2018.09.013] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2018] [Revised: 07/23/2018] [Accepted: 09/16/2018] [Indexed: 01/22/2023]
Abstract
STUDY DESIGN Retrospective review of a prospectively collected multicenter database. OBJECTIVES To evaluate the evolution of surgical treatment strategies, complications, and patient-reported outcomes for adult spinal deformity (ASD) patients. SUMMARY OF BACKGROUND DATA ASD surgery is associated with high complication rates. Evolving treatment strategies may reduce these risks. METHODS Adult patients undergoing ASD surgery from 2009 to 2016 were analyzed (n = 905). Preoperative and surgical parameters were compared across years. Subgroup analysis of 436 patients with minimum two-year follow-up was also performed. RESULTS From 2009 to 2016, there was a significant increase in the mean preoperative age (52 to 63.1, p < .001), body mass index (26.3 to 32.2, p = .003), Charlson Comorbidity index (1.4 to 2.2, p < .001), rate of previous spine surgery (39.8% to 53.1%, p = .01), and baseline disability (visual analog scale [VAS] back and leg pain) scores (p < .01), Oswestry Disability Index, and 22-item Scoliosis Research Society Questionnaire scores (p < .001). Preoperative Schwab sagittal alignment modifiers and overall surgical invasiveness index were similar across time. Three-column osteotomy utilization decreased from 36% in 2011 to 16.7% in 2016. Lateral lumbar interbody fusion increased from 6.4% to 24.1% (p = .004), anterior lumbar interbody fusion decreased from 22.9% to 16.7% (p = .043), and transforaminal lumbar interbody fusion/posterior lumbar interbody fusion utilization remained similar (p = .448). Use of recombinant human bone morphogenetic protein-2 (rhBMP-2) in 2012 was 84.6%, declined to 58% in 2013, and rebounded to 76.3% in 2016 (p = .006). Tranexamic acid use increased rapidly from 2009 to 2016 (13.3% to 48.6%, p < .001). Two-year follow-up sagittal vertical axis, pelvic tilt, pelvic incidence-lumbar lordosis, and maximum Cobb angles were similar across years. Intraoperative complications decreased from 33% in 2010 to 9.3% in 2016 (p < .001). Perioperative (<30 days, <90 days) complications peaked in 2010 (42.7%, 46%) and decreased by 2016 (24.1%, p < .001; 29.6%, p = .007). The overall complication rate decreased from 73.2% in 2008-2014 patients to 62.6% in 2015-2016 patients (p = .03). Two-year health-related quality of life outcomes did not significantly differ across the years (p > .05). CONCLUSIONS From 2009 to 2016, despite an increasingly elderly, medically compromised, and obese patient population, complication rates decreased. Evolving strategies may result in improved treatment of ASD patients. LEVEL OF EVIDENCE Level IV.
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Affiliation(s)
- Alan H Daniels
- Adult Spinal Deformity Service, Department of Orthopedics, Brown University, Providence, RI 02912, USA
| | - Daniel B C Reid
- Adult Spinal Deformity Service, Department of Orthopedics, Brown University, Providence, RI 02912, USA.
| | - Stacie Nguyen Tran
- Scripps Clinic and San Diego Center for Spinal Disorders, 4130 La Jolla Village Dr #300, La Jolla, CA 92037, USA
| | - Robert A Hart
- Orthopaedics, Swedish Medical Center, 501 E Hampden Ave, Englewood, CO 80113, USA
| | - Eric O Klineberg
- Orthopaedics, University of California, 1 Shields Ave, Davis, CA 95616, USA
| | - Shay Bess
- Orthopaedics, Denver International Spine Center, Presbyterian/St. Luke's, Rocky Mountain Hospital for Children, 2001 N High St, Denver, CO 80205, USA
| | - Douglas Burton
- Orthopedics, University of Kansas Hospital, 4000 Cambridge St, Kansas City, KS 66160, USA
| | - Justin S Smith
- Neurosurgery, University of Virginia Health System, 1215 Lee St, Charlottesville, VA 22903, USA
| | - Christopher Shaffrey
- Neurosurgery, University of Virginia Health System, 1215 Lee St, Charlottesville, VA 22903, USA
| | - Munish Gupta
- Orthopaedics, Washington University in St. Louis, One Brookings Drive, St. Louis, MO 63130, USA
| | - Christopher P Ames
- Neurosurgery, University of California, 400 Parnassus Ave, San Francisco, CA 94122, USA
| | - D Kojo Hamilton
- Neurosurgery, University of Pittsburgh, 4200 Fifth Ave, Pittsburgh, PA 15260, USA
| | - Virginie LaFage
- Orthopaedics, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Frank Schwab
- Orthopaedics, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Robert Eastlack
- Scripps Clinic and San Diego Center for Spinal Disorders, 4130 La Jolla Village Dr #300, La Jolla, CA 92037, USA
| | - Behrooz Akbarnia
- Scripps Clinic and San Diego Center for Spinal Disorders, 4130 La Jolla Village Dr #300, La Jolla, CA 92037, USA
| | - Han Jo Kim
- Orthopaedics, Hospital for Special Surgery, 535 East 70th Street, New York, NY 10021, USA
| | - Michael Kelly
- Orthopaedics, Washington University in St. Louis, One Brookings Drive, St. Louis, MO 63130, USA
| | - Peter G Passias
- Orthopaedics, New York University, 70 Washington Square South, New York, NY 10012, USA
| | | | - Gregory M Mundis
- Scripps Clinic and San Diego Center for Spinal Disorders, 4130 La Jolla Village Dr #300, La Jolla, CA 92037, USA
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Swamy G, Lopatina E, Thomas KC, Marshall DA, Johal HS. The cost effectiveness of minimally invasive spine surgery in the treatment of adult degenerative scoliosis: a comparison of transpsoas and open techniques. Spine J 2019; 19:339-348. [PMID: 29859350 DOI: 10.1016/j.spinee.2018.05.040] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2017] [Revised: 04/10/2018] [Accepted: 05/24/2018] [Indexed: 02/03/2023]
Abstract
INTRODUCTION Surgical treatment improves quality of life in patients with adult degenerative scoliosis (ADS). However, open ADS surgeries are complex, large magnitude operations associated with a high rate of complications. The lateral transpsoas interbody fusion technique is a less invasive alternative to open ADS surgery, but less invasive techniques tend to be more expensive. The objective of this study was to evaluate the cost effectiveness of the transpsoas technique for patients with ADS over a 12-month time horizon from a public payer perspective. METHODS A cost-effectiveness analysis was performed based on a consecutive case series of patients who underwent ADS surgeries between 2006 and 2012. Effectiveness was expressed as the difference in patient reported preoperative and 12-month postoperative health-related quality of life (HRQOL), which was measured in quality-adjusted life years. Health-care resource use was tabulated based on a clinical chart review on an item-by-item basis. Unit cost data were obtained from published provincial costs in Alberta, Canada. All costs were adjusted to 2015 Canadian dollars. The base case analysis included costs for the surgery, initial hospitalization, and treatment for complications over a 12-month follow-up period. The uncomplicated case analysis included costs for the surgery and initial hospitalization only. The joint uncertainty surrounding the cost and HRQOL differences was estimated using bootstrapping with 10,000 replicates. RESULTS A total of 10 open technique and 12 transpsoas technique T11-pelvis fusions were included in the analysis. In the base case analysis, the transpsoas technique was less costly compared with the open technique, total cost of $83,513 (95% CI: $72,772-$94,253) versus $111,381 (95% CI: $36,340-$186,423), respectively (incremental cost $27,869), and was associated with 0.06 more quality-adjusted life years and/or patient. However, in the uncomplicated case, the open technique was less costly compared with the transpsoas technique ($47,795 [95% CI: $39,003-$56,586] vs $76,510 [95% CI: $72,273-$80,746]), respectively, with an incremental cost of $28,715. Based on the probabilistic analysis of 10,000 bootstrap iterations for the base case analysis, the transpsoas technique was more effective and less costly compared with the open technique 57% of time. One-way deterministic sensitivity analysis by adjusting bone-morphogenetic protein-2 dosage further improved cost effectiveness of the transpsoas technique by lowering overall costs. CONCLUSIONS Transpsoas surgeries were associated with better outcomes in terms of HRQOL and lower costs over 1-year follow-up period compared with more invasive open technique. This study should be viewed as a pilot evaluation and should be replicated in a larger prospective multicenter controlled study.
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Affiliation(s)
- Ganesh Swamy
- University of Calgary Spine Program, Health Sciences Centre, 3330 Hospital Drive NW, Calgary, Alberta , Canada, T2N 4N1.
| | - Elena Lopatina
- University of Calgary, Room 3C60, Health Research Innovation Centre, 3280 Hospital Drive NW, Calgary, Alberta, Canada, T2N 4Z6.
| | - Ken C Thomas
- University of Calgary Spine Program, Health Sciences Centre, 3330 Hospital Drive NW, Calgary, Alberta , Canada, T2N 4N1.
| | - Deborah A Marshall
- University of Calgary, Room 3C60, Health Research Innovation Centre, 3280 Hospital Drive NW, Calgary, Alberta, Canada, T2N 4Z6.
| | - Herman S Johal
- Division of Orthopaedic Surgery, McMaster University, Center for Evidence Based Orthopedics, 293 Wellington Street North, Hamilton, Ontario, Canada L8L 8E7.
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Allaoui M, Zairi F, Tétard MC, Gaughan J, Chopin D, Assaker R. Contribution of Dynamic Surgical Guidance to the Accurate Placement of Pedicle Screws in Deformity Surgery: A Retrospective Case Series. World Neurosurg 2018; 120:e466-e471. [PMID: 30149178 DOI: 10.1016/j.wneu.2018.08.105] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2018] [Revised: 08/12/2018] [Accepted: 08/13/2018] [Indexed: 11/16/2022]
Abstract
OBJECTIVE We assessed the contribution of a dynamic surgical guidance (DSG) probe in the accurate placement of thoracic and lumbar pedicle screws (PSs) in patients with spinal deformity. METHODS A retrospective review was performed of 98 patients (104 procedures) with various spinal deformities, who had received posterior instrumentation with PSs inserted using either DSG or the conventional free-hand (FH) technique. A total of 882 PSs were inserted using DSG (DSG group) and 603 using the FH technique (FH group). The DSG probe was preferably chosen for large osteosyntheses and severe deformities. Two neurosurgeons, unaware of the surgical groups, reviewed all the intraoperative computed tomography scans and assessed all the PS placements. RESULTS Of the PSs used, 95.4% in the DSG group and 92.2% in the FH group were correctly placed (P = 0.0136). The difference in screw placement accuracy was greater at the thoracic level (DSG group, 92.5%; vs. FH group, 87.0%; P = 0.0310) than at the lumbar level (DSG group, 98.0%; vs. FH group, 95.4%; P = 0.0385). Severe (>4 mm) lateral breaches occurred in 24 cases (4.0%) in the FH group but in only 5 (0.6%) in the DSG group (P < 0.0001). No severe medial breach was observed in either group. CONCLUSIONS Despite having more patients with severe deformities in the DSG group, PS insertion was significantly more accurate with DSG. This technique also reduced the severe unacceptable lateral misplacement rate (>4 mm) and, consequently, the incidence of intraoperative screw revisions even in patients with severe deformities.
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Affiliation(s)
- Mohamed Allaoui
- Department of Neurosurgery, Polyclinique de Navarre, Pau, France; Department of Neurosurgery, Lille University Hospital, Lille, France
| | - Fahed Zairi
- Department of Neurosurgery, Lille University Hospital, Lille, France; Department of Neurosurgery, Ramsay Général de Santé, Hôpital Privé Le Bois, Lille, France.
| | | | - John Gaughan
- Biostatistics Consulting Center, Temple University School of Medicine, Philadelphia, Pennsylvania, USA
| | - Daniel Chopin
- Department of Neurosurgery, Lille University Hospital, Lille, France
| | - Richard Assaker
- Department of Neurosurgery, Lille University Hospital, Lille, France
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Percutaneous cement discoplasty for the treatment of advanced degenerative disk disease in elderly patients. 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; 30:2200-2208. [PMID: 29569159 DOI: 10.1007/s00586-018-5547-7] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2017] [Revised: 03/01/2018] [Accepted: 03/04/2018] [Indexed: 10/17/2022]
Abstract
PURPOSE The authors describe a percutaneous technique to treat advanced degenerative disk disease in elderly patients. METHOD A step-by-step technical description based on our experience in selected cases. RESULT Postoperative imaging results are presented as well as indications and recommendations. CONCLUSION Percutaneous discoplasty can result as an alternative minimal invasive strategy for the treatment of advanced degenerative disk disease.
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16
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Yeramaneni S, Gum JL, Carreon LY, Klineberg EO, Smith JS, Jain A, Hostin RA. Impact of Readmissions in Episodic Care of Adult Spinal Deformity: Event-Based Cost Analysis of 695 Consecutive Cases. J Bone Joint Surg Am 2018; 100:487-495. [PMID: 29557865 DOI: 10.2106/jbjs.16.01589] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Readmissions following adult spinal deformity surgical procedures frequently occur, placing a substantial burden on patients and providers. Existing literature on readmission costs, including reason-specific readmission costs, is limited. The purposes of this study were to determine the most expensive reasons for readmission, to assess the impact of reasons and timing on readmission costs, and to estimate the drivers of total costs associated with adult spinal deformity surgical procedures. METHODS We performed a retrospective review of 695 patients with adult spinal deformity (≥18 years of age) who underwent a corrective spine surgical procedure at a single center from 2005 to 2013. Demographic, surgical, and direct cost data expressed in 2010 dollars for the entire inpatient episode of care were obtained from the hospital administrative database. A multivariable linear regression model with a gamma distribution and log-link function was used to estimate the impact of reasons and timing on readmission costs and to identify the primary drivers of long-term costs. RESULTS The mean age (and standard deviation) of the patients was 50.6 ± 15.8 years, 589 patients (85%) were women, and 637 patients (92%) were Caucasian. The observed readmission rates were 24% overall (costing $10.1 million), 8.8% for 30 days (costing $3.2 million), and 11.7% for 90 days (costing $4.6 million). The most expensive readmissions and their mean readmission cost were pseudarthrosis ($92,755), infection ($75,172), and proximal junctional kyphosis ($66,713), after adjusting for patient and surgical factors. The mean readmission cost after 2 years was $86,081. Older age (p = 0.001), ≥8 levels fused (p = 0.01), and length of index stay at the hospital (p < 0.0001) were independently associated with higher total cost. Surgical procedures in patients with a thoracic-only curve (p = 0.004) or a double curve (p = 0.05) and a surgical approach that was anterior-only (p < 0.0001) or posterior-only (p = 0.01) were independently associated with lower total costs. CONCLUSIONS Compared with readmission cost due to medical reasons, readmission due to pseudarthrosis increases mean readmission cost by 105%, readmission due to infection increases mean readmission cost by 72%, and readmission due to proximal junctional kyphosis increases mean readmission cost by 63%. Together, these 3 reasons accounted for 73% of readmission costs. This study identifies potential areas for cost reduction and opportunities for reducing readmission rates. CLINICAL RELEVANCE Although reducing the 30-day and 90-day readmission rates and costs are important; adult spinal deformity surgery is unique, because the most common and most expensive complications occur after 1 year. We believe that our paper is clinically relevant as it will help to guide clinical focus on the most impactful complications.
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Affiliation(s)
- Samrat Yeramaneni
- Center for Clinical Effectiveness, Baylor Scott & White Health, Dallas, Texas
| | - Jeffrey L Gum
- Norton Leatherman Spine Center, Louisville, Kentucky
| | | | - Eric O Klineberg
- Department of Orthopaedic Surgery, University of California Davis, Sacramento, California
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia, Charlottesville, Virginia
| | - Amit Jain
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, Maryland
| | - Richard A Hostin
- Department of Orthopaedic Surgery, Baylor Scoliosis Center, Plano, Texas
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Complications in adult spine deformity surgery: a systematic review of the recent literature with reporting of aggregated incidences. 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; 27:2272-2284. [DOI: 10.1007/s00586-018-5535-y] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Revised: 01/16/2018] [Accepted: 02/24/2018] [Indexed: 10/17/2022]
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18
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Smith JS, Shaffrey CI, Bess S, Shamji MF, Brodke D, Lenke LG, Fehlings MG, Lafage V, Schwab F, Vaccaro AR, Ames CP. Recent and Emerging Advances in Spinal Deformity. Neurosurgery 2017; 80:S70-S85. [DOI: 10.1093/neuros/nyw048] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Accepted: 10/14/2016] [Indexed: 11/13/2022] Open
Abstract
Abstract
BACKGROUND: Over the last several decades, significant advances have occurred in the assessment and management of spinal deformity.
OBJECTIVE: The primary focus of this narrative review is on recent advances in adult thoracic, thoracolumbar, and lumbar deformities, with additional discussions of advances in cervical deformity and pediatric deformity.
METHODS: A review of recent literature was conducted.
RESULTS: Advances in adult thoracic, thoracolumbar, and lumbar deformities reviewed include the growing applications of stereoradiography, development of new radiographic measures and improved understanding of radiographic alignment objectives, increasingly sophisticated tools for radiographic analysis, strategies to reduce the occurrence of common complications, and advances in minimally invasive techniques. In addition, discussion is provided on the rapidly advancing applications of predictive analytics and outcomes assessments that are intended to improve the ability to predict risk and outcomes. Advances in the rapidly evolving field of cervical deformity focus on better understanding of how cervical alignment is impacted by thoracolumbar regional alignment and global alignment and how this can affect surgical planning. Discussion is also provided on initial progress toward development of a comprehensive cervical deformity classification system. Pediatric deformity assessment has been substantially improved with low radiation-based 3-D imaging, and promising clinical outcomes data are beginning to emerge on the use of growth-friendly implants.
CONCLUSION: It is ultimately through the reviewed and other recent and ongoing advances that care for patients with spinal deformity will continue to evolve, enabling better informed treatment decisions, more meaningful patient counseling, reduced complications, and achievement of desired clinical outcomes.
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Affiliation(s)
- Justin S. Smith
- Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, Virginia
| | - Christopher I. Shaffrey
- Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, Virginia
| | - Shay Bess
- Rocky Mountain Scoliosis and Spine Center, Denver, Colorado
| | - Mohammed F. Shamji
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Darrel Brodke
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Lawrence G. Lenke
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Michael G. Fehlings
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Virginie Lafage
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, New York
| | - Frank Schwab
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, New York
| | - Alexander R. Vaccaro
- Department of Orthopaedics, Thomas Jefferson Univer-sity, Philadelphia, Pennsylvania
| | - Christopher P. Ames
- Depart-ment of Neurosurgery, University of California San Francisco, San Francisco, California
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