Browsing by Author "Sciubba, Daniel M"
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Item Open Access A Comprehensive Review of Complication Rates After Surgery for Adult Deformity: A Reference for Informed Consent.(Spine deformity, 2015-11) Sciubba, Daniel M; Yurter, Alp; Smith, Justin S; Kelly, Michael P; Scheer, Justin K; Goodwin, C Rory; Lafage, Virginie; Hart, Robert A; Bess, Shay; Kebaish, Khaled; Schwab, Frank; Shaffrey, Christopher I; Ames, Christopher P; International Spine Study Group (ISSG)Objective
An up-to-date review of recent literatures and a comprehensive reference for informed consent specific to ASD complications is lacking. The goal of the present study was to determine current complication rates after ASD surgery, in order to provide a reference for informed consent as well as to determine differences between three-column and non-three-column osteotomy procedures to aid in shared decision making.Methods
A review of the literature was conducted using the PubMed database. Randomized controlled trials, nonrandomized trials, cohort studies, case-control studies, and case series providing postoperative complications published in 2000 or later were included. Complication rates were recorded and calculated for perioperative (both major and minor) and long-term complication rates. Postoperative outcomes were all stratified by surgical procedure (ie, three-column osteotomy and non-three-column osteotomy).Results
Ninety-three articles were ultimately eligible for analysis. The data of 11,692 patients were extracted; there were 3,646 complications, mean age at surgery was 53.3 years (range: 25-77 years), mean follow-up was 3.49 years (range: 6 weeks-9.7 years), estimated blood loss was 2,161 mL (range: 717-7,034 mL), and the overall mean complication rate was 55%. Specifically, major perioperative complications occurred at a mean rate of 18.5%, minor perioperative complications occurred at a mean rate of 15.7%, and long-term complications occurred at a mean rate of 20.5%. Furthermore, three-column osteotomy resulted in a higher overall complication rate and estimated blood loss than non-three-column osteotomy.Conclusions
A review of recent literatures providing complication rates for ASD surgery was performed, providing the most up-to-date incidence of early and late complications. Providers may use such data in helping to counsel patients of the literature-supported complication rates of such procedures despite the planned benefits, thus obtaining a more thorough informed consent.Item Open Access A New Piece of the Puzzle to Understand Cervical Sagittal Alignment: Utilizing a Novel Angle δ to Describe the Relationship among T1 Vertebral Body Slope, Cervical Lordosis, and Cervical Sagittal Alignment.(Neurosurgery, 2020-03) Goldschmidt, Ezequiel; Angriman, Federico; Agarwal, Nitin; Trevisan, Marcos; Zhou, James; Chen, Katherine; Gerszten, Peter C; Kanter, Adam S; Okonkwo, David O; Passias, Peter; Scheer, Justin; Protopsaltis, Themistocles; Lafage, Virginie; Lafage, Renaud; Schwab, Frank; Bess, Shay; Ames, Christopher; Smith, Justin S; Shaffrey, Christopher I; Miller, Emily; Jain, Amit; Neuman, Brian; Sciubba, Daniel M; Burton, Douglas; Hamilton, D Kojo; International Spine Study Group (ISSG)Cervical alignment has become increasingly important in the planning of spine surgery. A relationship between the slope of T1 (T1S), the cervical lordosis (CL), and the overall cervical sagittal vertical axis (cSVA) has previously been demonstrated, but the exact nature of this relationship is poorly understood. In this study, we derive theoretical and empirical equations to better understand how T1S and CL affect cSVA. The first equation was developed on a theoretical basis using inherent trigonometric relationships of the cervical spine. By treating the cervical spine as the arc of a circumference, and by taking into account the cervical height (CH), the geometric relationship between theT1S, CL, and cSVA was described via a trigonometric identity utilizing a novel angle δ subtended by the CH and cSVA (δ = T1S-CL/2). The second equation was developed on an empiric basis by performing a multiple linear regression on data obtained from a retrospective review of a large multicenter deformity database. The theoretical equation determined that the value of cSVA could be expressed as: $cSVA\ = \ CH*{\rm{tan}}( {\pi /180*( {T1S - CL/2} )} )$. The empirical equation determined that value of cSVA could be expressed as: $cSVA=({1.1*T1} )\ - ( {0.43*CL} ) + 6.69$. In both, the sagittal alignment of the head over the shoulders is directly proportional to the T1S and inversely proportional to CL/2. These 2 equations may allow surgeons to better understand how the CL compensates for the T1S, to accurately predict the postoperative cSVA, and to customize cervical interbody grafts by taking into consideration each individual patient's specific cervical spine parameters.Item Open Access A novel classification system for spinal instability in neoplastic disease: an evidence-based approach and expert consensus from the Spine Oncology Study Group.(Spine, 2010-10) Fisher, Charles G; DiPaola, Christian P; Ryken, Timothy C; Bilsky, Mark H; Shaffrey, Christopher I; Berven, Sigurd H; Harrop, James S; Fehlings, Michael G; Boriani, Stefano; Chou, Dean; Schmidt, Meic H; Polly, David W; Biagini, Roberto; Burch, Shane; Dekutoski, Mark B; Ganju, Aruna; Gerszten, Peter C; Gokaslan, Ziya L; Groff, Michael W; Liebsch, Norbert J; Mendel, Ehud; Okuno, Scott H; Patel, Shreyaskumar; Rhines, Laurence D; Rose, Peter S; Sciubba, Daniel M; Sundaresan, Narayan; Tomita, Katsuro; Varga, Peter P; Vialle, Luiz R; Vrionis, Frank D; Yamada, Yoshiya; Fourney, Daryl RStudy design
Systematic review and modified Delphi technique.Objective
To use an evidence-based medicine process using the best available literature and expert opinion consensus to develop a comprehensive classification system to diagnose neoplastic spinal instability.Summary of background data
Spinal instability is poorly defined in the literature and presently there is a lack of guidelines available to aid in defining the degree of spinal instability in the setting of neoplastic spinal disease. The concept of spinal instability remains important in the clinical decision-making process for patients with spine tumors.Methods
We have integrated the evidence provided by systematic reviews through a modified Delphi technique to generate a consensus of best evidence and expert opinion to develop a classification system to define neoplastic spinal instability.Results
A comprehensive classification system based on patient symptoms and radiographic criteria of the spine was developed to aid in predicting spine stability of neoplastic lesions. The classification system includes global spinal location of the tumor, type and presence of pain, bone lesion quality, spinal alignment, extent of vertebral body collapse, and posterolateral spinal element involvement. Qualitative scores were assigned based on relative importance of particular factors gleaned from the literature and refined by expert consensus.Conclusion
The Spine Instability Neoplastic Score is a comprehensive classification system with content validity that can guide clinicians in identifying when patients with neoplastic disease of the spine may benefit from surgical consultation. It can also aid surgeons in assessing the key components of spinal instability due to neoplasia and may become a prognostic tool for surgical decision-making when put in context with other key elements such as neurologic symptoms, extent of disease, prognosis, patient health factors, oncologic subtype, and radiosensitivity of the tumor.Item Open Access A Novel Tool for Deformity Surgery Planning: Determining the Magnitude of Lordotic Correction Required to Achieve a Desired Sagittal Vertical Axis.(World neurosurgery, 2017-08) Goldschmidt, Ezequiel; Angriman, Federico; Agarwal, Nitin; Zhou, James; Chen, Katherine; Tempel, Zachary J; Gerszten, Peter C; Kanter, Adam S; Okonkwo, David O; Passias, Peter; Scheer, Justin; Protopsaltis, Themistocles; Lafage, Virginie; Lafage, Renaud; Schwab, Frank; Bess, Shay; Ames, Christopher; Smith, Justin S; Shaffrey, Christopher I; Miller, Emily; Jain, Amit; Neuman, Brian; Sciubba, Daniel M; Burton, Douglas; Hamilton, D Kojo; International Spine Study GroupObjective
We sought to create a model capable of predicting the magnitude of pelvic incidence-lumbar lordosis (PI-LL) correction necessary to achieve a desired change in sagittal vertical axis (SVA).Methods
A retrospective review was conducted of a prospectively maintained multicenter adult spinal deformity database collected by the International Spine Study Group between 2009 and 2014. The independent variable of interest was the degree of correction achieved in the PI-LL mismatch 6 weeks after surgery. Primary outcome was the change in global sagittal alignment 6 weeks and 1 year after surgery. We used a linear mixed-effects model to determine the extent to which corrections in the PI-LL relationship affected postoperative changes in SVA.Results
A total of 1053 adult patients were identified. Of these patients, 590 were managed surgically. Eighty-seven surgically managed patients were excluded because of incomplete or missing PI-LL measurements on follow-up; the remaining 503 patients were selected for inclusion. For each degree of improvement in the PI-LL mismatch at 6 weeks, the SVA decreased by 2.18 mm (95% confidence interval, -2.56, -1.79; P < 0.01) and 1.67 mm (95% confidence interval, -2.07, -1.27; P < 0.01) at 6 weeks and 12 months, respectively. A high SVA measurement (>50 mm) 1 year after surgery was negatively associated with health-related quality of life as measured by the Scoliosis Research Society 22 outcomes assessment.Conclusions
We describe a novel model that shows how surgical correction of the PI-LL relationship affects postoperative changes in SVA. This model may enable surgeons to determine preoperatively the amount of LL necessary to achieve a desired change in SVA.Item Open Access Adult Scoliosis Deformity Surgery: Comparison of Outcomes Between One Versus Two Attending Surgeons.(Spine, 2017-07) Gomez, Jaime A; Lafage, Virginie; Sciubba, Daniel M; Bess, Shay; Mundis, Gregory M; Liabaud, Barthelemy; Hanstein, Regina; Shaffrey, Christopher; Kelly, Michael; Ames, Christopher; Smith, Justin S; Passias, Peter G; Errico, Thomas; Schwab, Frank; International Spine Study GroupStudy design
Retrospective review of prospectively collected data.Objective
Assess outcomes of adult spinal deformity (ASD) surgery performed by one versus two attending surgeons.Summary of background data
ASD centers have developed two attending teams to improve efficiency; their effects on complications and outcomes have not been reported.Methods
Patients with ASD with five or more levels fused and more than 2-year follow-up were included. Estimated blood loss (EBL), length of stay (LOS), operating room (OR) time, complications, quality of life (Health Related Quality of Life), and x-rays were analyzed. Outcomes were compared between one-surgeon (1S) and two-surgeon (2S) centers. A deformity-matched cohort was analyzed.Results
A total of 188 patients in 1S and 77 in 2S group were included. 2S group patients were older and had worse deformity based on the Scoliosis Research Society-Schwab classification (P < 0.05). There were no significant differences in levels fused (P = 0.57), LOS (8.7 vs 8.9 days), OR time (445.9 vs 453.2 min), or EBL (2008 vs 1898 cm; P > 0.05). 2S patients had more three-column osteotomies (3CO; P < 0.001) and used less bone morphogenetic protein 2 (BMP-2; 79.9% vs 15.6%; P < 0.001). The 2S group had fewer intraoperative complications (1.3% vs 11.1%; P = 0.006). Postoperative (6 wk to 2 yr) complications were more frequent in the 2S group (4.8% vs 15.6%; P < 0.002). After matching for deformity, there were no differences in (9.1 vs 10.1 days), OR time (467.8 vs 508.4 min), or EBL (3045 vs 2247 cm; P = 0.217). 2S group used less BMP-2 (20.6% vs 84.8%; P < 0.001), had fewer intraoperative complications (P = 0.015) but postoperative complications due to instrumentation failure/pseudarthrosis were more frequent (P < 0.01).Conclusion
No significant differences were found in LOS, OR time, or EBL between the 1S and 2S groups, even when matching for severity of deformity. 2S group had less BMP-2 use, fewer intraoperative complications but more postoperative complications.Level of evidence
2.Item Open Access An assessment of frailty as a tool for risk stratification in adult spinal deformity surgery.(Neurosurgical focus, 2017-12) Miller, Emily K; Neuman, Brian J; Jain, Amit; Daniels, Alan H; Ailon, Tamir; Sciubba, Daniel M; Kebaish, Khaled M; Lafage, Virginie; Scheer, Justin K; Smith, Justin S; Bess, Shay; Shaffrey, Christopher I; Ames, Christopher P; International Spine Study GroupOBJECTIVE The goal of this study was to analyze the value of an adult spinal deformity frailty index (ASD-FI) in preoperative risk stratification. Preoperative risk assessment is imperative before procedures known to have high complication rates, such as ASD surgery. Frailty has been associated with risk of complications in trauma surgery, and preoperative frailty assessments could improve the accuracy of risk stratification by providing a comprehensive analysis of patient factors that contribute to an increased risk of complications. METHODS Using 40 variables, the authors calculated frailty scores with a validated method for 417 patients (enrolled between 2010 and 2014) with a minimum 2-year follow-up in an ASD database. On the basis of these scores, the authors categorized patients as not frail (NF) (< 0.3 points), frail (0.3-0.5 points), or severely frail (SF) (> 0.5 points). The correlation between frailty category and incidence of complications was analyzed. RESULTS The overall mean ASD-FI score was 0.33 (range 0.0-0.8). Compared with NF patients (n = 183), frail patients (n = 158) and SF patients (n = 109) had longer mean hospital stays (1.2 and 1.6 times longer, respectively; p < 0.001). The adjusted odds of experiencing a major intraoperative or postoperative complication were higher for frail patients (OR 2.8) and SF patients ( 4.1) compared with NF patients (p < 0.01). For frail and SF patients, respectively, the adjusted odds of developing proximal junctional kyphosis (OR 2.8 and 3.1) were higher than those for NF patients. The SF patients had higher odds of developing pseudarthrosis (OR 13.0), deep wound infection (OR 8.0), and wound dehiscence (OR 13.4) than NF patients (p < 0.05), and they had 2.1 times greater odds of reoperation (p < 0.05). CONCLUSIONS Greater patient frailty, as measured by the ASD-FI, was associated with worse outcome in many common quality and value metrics, including greater risk of major complications, proximal junctional kyphosis, pseudarthrosis, deep wound infection, wound dehiscence, reoperation, and longer hospital stay.Item Open Access Appropriate Risk Stratification and Accounting for Age-Adjusted Reciprocal Changes in the Thoracolumbar Spine Reduces the Incidence and Magnitude of Distal Junctional Kyphosis in Cervical Deformity Surgery.(Spine, 2021-11) Passias, Peter G; Bortz, Cole; Pierce, Katherine E; Kummer, Nicholas A; Lafage, Renaud; Diebo, Bassel G; Line, Breton G; Lafage, Virginie; Burton, Douglas C; Klineberg, Eric O; Kim, Han Jo; Daniels, Alan H; Mundis, Gregory M; Protopsaltis, Themistocles S; Eastlack, Robert K; Sciubba, Daniel M; Bess, Shay; Schwab, Frank J; Shaffrey, Christopher I; Smith, Justin S; Ames, Christopher P; International Spine Study Group (ISSG)Study design
Retrospective cohort study of a prospective cervical deformity (CD) database.Objective
Identify factors associated with distal junctional kyphosis (DJK); assess differences across DJK types.Summary of background data
DJK may develop as compensation for mal-correction of sagittal deformity in the thoracic curve. There is limited understanding of DJK drivers, especially for different DJK types.Methods
Included: patients with pre- and postoperative clinical/radiographic data. Excluded: patients with previous fusion to L5 or below. DJK was defined per surgeon note or DJK angle (kyphosis from LIV to LIV-2)<-10°, and pre- to postoperative change in DJK angle by<-10°. Age-specific target LL-TK alignment was calculated as published. Offset from target LL-TK was correlated to DJK magnitude and inclination. DJK types: severe (DJK<-20°), progressive (DJK increase>4.4°), symptomatic (reoperation or published disability thresholds of NDI ≥ 24 or mJOA≤14). Random forest identified factors associated with DJK. Means comparison tests assessed differences.Results
Included: 136 CD patients (61 ± 10 yr, 61%F). DJK rate was 30%. Postop offset from ideal LL-TK correlated with greater DJK angle (r = 0.428) and inclination of the distal end of the fusion construct (r = 0.244, both P < 0.02). Seven of the top 15 factors associated with DJK were radiographic, four surgical, and four clinical. Breakdown by type: severe (22%), progressive (24%), symptomatic (61%). Symptomatic had more posterior osteotomies than asymptomatic (P = 0.018). Severe had worse NDI and upper-cervical deformity (CL, C2 slope, C0-C2), as well as more posterior osteotomies than nonsevere (all P < 0.01). Progressive had greater malalignment both globally and in the cervical spine (all P < 0.03) than static. Each type had varying associated factors.Conclusion
Offset from age-specific alignment is associated with greater DJK and more anterior distal construct inclination, suggesting DJK may develop due to inappropriate realignment. Preoperative clinical and radiographic factors are associated with symptomatic and progressive DJK, suggesting the need for preoperative risk stratification.Level of Evidence: 3.Item Open Access Are insufficient corrections a major factor in distal junctional kyphosis? A simulated analysis of cervical deformity correction using in-construct measurements.(Journal of neurosurgery. Spine, 2024-05) Ani, Fares; Sissman, Ethan; Woo, Dainn; Soroceanu, Alex; Mundis, Gregory; Eastlack, Robert K; Smith, Justin S; Hamilton, D Kojo; Kim, Han Jo; Daniels, Alan H; Klineberg, Eric O; Neuman, Brian; Sciubba, Daniel M; Gupta, Munish C; Kebaish, Khaled M; Passias, Peter G; Hart, Robert A; Bess, Shay; Shaffrey, Christopher I; Schwab, Frank J; Lafage, Virginie; Ames, Christopher P; Protopsaltis, Themistocles SObjective
The present study utilized recently developed in-construct measurements in simulations of cervical deformity surgery in order to assess undercorrection and predict distal junctional kyphosis (DJK).Methods
A retrospective review of a database of operative cervical deformity patients was analyzed for severe DJK and mild DJK. C2-lower instrumented vertebra (LIV) sagittal angle (SA) was measured postoperatively, and the correction was simulated in the preoperative radiograph in order to match the C2-LIV by using the planning software. Linear regression analysis that used C2 pelvic angle (CPA) and pelvic tilt (PT) determined the simulated PT that matched the virtual CPA. Linear regression analysis was used to determine the C2-T1 SA, C2-T4 SA, and C2-T10 SA that corresponded to DJK of 20° and cervical sagittal vertical axis (cSVA) of 40 mm.Results
Sixty-nine cervical deformity patients were included. Severe and mild DJK occurred in 11 (16%) and 22 (32%) patients, respectively; 3 (4%) required DJK revision. Simulated corrections demonstrated that severe and mild DJK patients had worse alignment compared to non-DJK patients in terms of cSVA (42.5 mm vs 33.0 mm vs 23.4 mm, p < 0.001) and C2-LIV SVA (68.9 mm vs 57.3 mm vs 36.8 mm, p < 0.001). Linear regression revealed the relationships between in-construct measures (C2-T1 SA, C2-T4 SA, and C2-T10 SA), cSVA, and change in DJK (all R > 0.57, p < 0.001). A cSVA of 40 mm corresponded to C2-T4 SA of 10.4° and C2-T10 SA of 28.0°. A DJK angle change of 10° corresponded to C2-T4 SA of 5.8° and C2-T10 SA of 20.1°.Conclusions
Simulated cervical deformity corrections demonstrated that severe DJK patients have insufficient corrections compared to patients without DJK. In-construct measures assess sagittal alignment within the fusion separate from DJK and subjacent compensation. They can be useful as intraoperative tools to gauge the adequacy of cervical deformity correction.Item Open Access Assessment of a Novel Adult Cervical Deformity Frailty Index as a Component of Preoperative Risk Stratification.(World neurosurgery, 2018-01) Miller, Emily K; Ailon, Tamir; Neuman, Brian J; Klineberg, Eric O; Mundis, Gregory M; Sciubba, Daniel M; Kebaish, Khaled M; Lafage, Virginie; Scheer, Justin K; Smith, Justin S; Hamilton, D Kojo; Bess, Shay; Shaffrey, Christopher I; Ames, Christopher P; International Spine Study GroupTo determine the value of a novel adult cervical deformity frailty index (CD-FI) in preoperative risk stratification.We reviewed a prospective, multicenter database of adults with cervical spine deformity. We selected 40 variables to construct the CD-FI using a validated method. Patients were categorized as not frail (NF) (<0.2), frail (0.2-0.4), or severely frail (SF) (>0.4) according to CD-FI score. We performed multivariate logistic regression to determine the relationships between CD-FI score and incidence of complications, length of hospital stay, and discharge disposition.Of 61 patients enrolled from 2009 to 2015 with at least 1 year of follow-up, the mean CD-FI score was 0.26 (range 0.25-0.59). Seventeen patients were categorized as NF, 34 as frail, and 10 as SF. The incidence of major complications increased with greater frailty, with a gamma correlation coefficient of 0.25 (asymptotic standard error, 0.22). The odds of having a major complication were greater for frail patients (odds ratio 4.4; 95% confidence interval 0.6-32) and SF patients (odds ratio 43; 95% confidence interval 2.7-684) compared with NF patients. Greater frailty was associated with a greater incidence of medical complications and had a gamma correlation coefficient of 0.30 (asymptotic standard error, 0.26). Surgical complications, discharge disposition, and length of hospital stay did not correlate significantly with frailty.Greater frailty was associated with greater risk of major complications for patients undergoing cervical spine deformity surgery. The CD-FI may be used to improve the accuracy of preoperative risk stratification and allow for adequate patient counseling.Item Open Access Canadian Spine Society: 23rd Annual Scientific Conference, Wednesday, March 1 - Saturday, March 4, Fairmont Le Château Frontenac, Québec, Que., Canada.(Can J Surg, 2023) Birk, Manjot; Sidhu, Kara; Filezio, Marina Rosa; Singh, Vishwajeet; Ferri-de-Barros, Fabio; Chan, Vivien; Shumilak, Geoffrey; Nataraj, Andrew; Langston, Holly; Yee, Nicholas J; Iorio, Carlo; Shkumat, Nicholas; Rocos, Brett; Ertl-Wagner, Birgit; Lebel, David; Camp, Mark W; Dimentberg, Evan; Saran, Neil; Laflamme, Melissa; Ouellet, Jean A; Wenghofer, Jessica; Livock, Holly; Beaton, Luke; Tice, Andrew; Smit, Kevin; Graham, Ryan; Duarte, Matias Pereira; Roy-Beaudry, Marjolaine; Turgeon, Isabelle; Joncas, Julie; Mac-Thiong, Jean-Marc; Labelle, Hubert; Barchi, Soraya; Parent, Stefan; Gholamian, Tara; Livock, Holly; Tice, Andrew; Smit, Kevin; Yoon, Samuel; Zulfiqar, Amna; Rocos, Brett; Murphy, Anne; Bath, Natasha; Moll, Stanley; Sorbara, Julia; Lebel, David; Camp, Mark W; Nallet, Jérémie Arthur; Rocos, Brett; Lebel, David Eduard; Zeller, Reinhard; Dermott, Jennifer A; Kim, Dorothy J; Anthony, Alison; Zeller, Reinhard; Lebel, David E; Wang, Zhi; Shen, Jesse; Kamel, Youssef; Liu, Jia; Shedid, Daniel; Al-Shakfa, Fidaa; Yuh, Sung-Joo; Boubez, Ghassan; Rizkallah, Maroun; Rizkallah, Maroun; Shen, Jesse; Boubez, Ghassan; Kamel, Youssef; Liu, Jia; Shedid, Daniel; Al-Shakfa, Fidaa; Lavoie, Frederic; Yug, Sung-Joo; Wang, Zhi; Alavi, Fatemeh; Nielsen, Christopher; Rampersaud, Raja; Lewis, Stephen; Cheung, Angela M; Cadieux, Chloe; Fernandes, Renan; Brzozowski, Pawel; Zdero, Radovan; Bailey, Chris; Rasoulinejad, Parham; Cherry, Ahmed; Manoharan, Ragavan; Xu, Mark; Srikandarajah, Nisaharan; Iorio, Carlo; Raj, Aditya; Nielsen, Christopher; Rampersaud, Raja; Lewis, Stephen; Beange, Kristen; Graham, Ryan; Livock, Holly; Smit, Kevin; Manoharan, Ragavan; Cherry, Ahmed; Srikandarajah, Nisaharan; Raj, Aditya; Xu, Mark; Iorio, Carlo; Nielsen, Christopher J; Rampersaud, Y Raja; Lewis, Stephen J; Nasrabadi, Ali Asghar Mohammadi; Moammer, Gemah; Phee, John Mc; Walker, Taryn; Urquhart, Jennifer C; Glennie, R Andrew; Rampersaud, Y Raja; Fisher, Charles G; Bailey, Chris S; Herrington, Brandon J; Fernandes, Renan R; Urquhart, Jennifer C; Rasoulinejad, Parham; Siddiqi, Fawaz; Bailey, Christopher S; Urquhart, Jennifer; Fernandes, Renan R; Glennie, R Andrew; Rampersaud, Y Raja; Fisher, Charles G; Bailey, Chris S; Yang, Michael MH; Riva-Cambrin, Jay; Cunningham, Jonathan; Casha, Steven; Cadieux, Chloe N; Urquhart, Jennifer; Fernandes, Renan; Glennie, Andrew; Fisher, Charles; Rampersaud, Raja; Xu, Mark; Manoharan, Ragavan; Cherry, Ahmed; Raj, Aditya; Srikandarajah, Nish; Iorio, Carlo; Nielsen, Christopher; Lewis, Stephen; Rampersaud, Raja; Cherry, Ahmed; Raj, Aditya; McIntosh, Greg; Manoharan, Ragavan; Murray, Jean-Christophe; Nielsen, Christopher; Xu, Mark; Srikandarajah, Nisaharan; Iorio, Carlo; Perruccio, Anthony; Canizares, Mayilee; Rampersaud, Raja; El-Mughayyar, Dana; Bigney, Erin; Richardson, Eden; Manson, Neil; Abraham, Edward; Attabib, Najmedden; Small, Chris; Kolyvas, George; LeRoux, Andre; Outcomes, Canadian Spine; Investigators, Research Network; Hebert, Jeff; Baisamy, Victor; Rizkallah, Maroun; Shen, Jesse; Cresson, Thierry; Vazquez, Carlos; Wang, Zhi; Boubez, Ghassan; Lung, Tiffany; Canizares, Mayilee; Perruccio, Anthony; Rampersaud, Raja; Crawford, Eric J; Ravinsky, Robert A; Perruccio, Anthony V; Rampersaud, Y Raja; Coyte, Peter C; Bond, Michael; Street, John; Fisher, Charles; Charest-Morin, Raphaele; Sutherland, Jason M; Bartolozzi, Arthur R; Barzilai, Ori; Chou, Dean; Laufer, Ilya; Verlaan, Jorrit-Jan; Sahgal, Arjun; Rhines, Laurence D; Scuibba, Daniel M; Lazary, Aron; Weber, Michael H; Schuster, James M; Boriani, Stefano; Bettegowda, Chetan; Arnold, Paul M; Clarke, Michelle J; Fehlings, Michael G; Reynolds, Jeremy J; Gokaslan, Ziya L; Fisher, Charles G; Dea, Nicolas; Versteeg, Anne L; Charest-Morin, Raphaele; Laufer, Ilya; Teixeira, William; Barzilai, Ori; Gasbarrini, Alessandro; Fehlings, Michael G; Chou, Dean; Johnson, Michael G; Gokaslan, Ziya L; Dea, Nicolas; Verlaan, Jorrit-Jan; Goldschlager, Tony; Shin, John H; O'Toole, John E; Sciubba, Daniel M; Bettegowda, Chetan; Clarke, Michelle J; Weber, Michael H; Mesfin, Addisu; Kawahara, Norio; Goodwin, Rory; Disch, Alexander; Lazary, Aron; Boriani, Stefano; Sahgal, Arjun; Rhines, Laurence; Fisher, Charles G; Versteeg, Anne L; Gal, Roxanne; Reich, Leilani; Tsang, Angela; Aludino, Allan; Sahgal, Arjun; Verlaan, Jorrit-Jan; Fisher, Charles G; Verkooijen, Lenny; Rizkallah, Maroun; Wang, Zhi; Yuh, Sung-Joo; Shedid, Daniel; Shen, Jesse; Al-Shakfa, Fidaa; Belguendouz, Céline; AlKafi, Rayan; Boubez, Ghassan; MacLean, Mark A; Georgiopoulos, Miltiadis; Charest-Morin, Raphaele; Germscheid, Niccole; Goodwin, C Rory; Weber, Michael; International, Ao Spine; Rizkallah, Maroun; Boubez, Ghassan; Zhang, Hao; Al-Shakfa, Fidaa; Brindamour, Pamela; Boule, Danielle; Shen, Jesse; Shedid, Daniel; Yuh, Sung-Joo; Wang, Zhi; Correale, Marcia Rebecca; Soever, Leslie Jayne; Rampersaud, Raja; Malic, Claudia Cristina; Dubreuil, Melanie; Duke, Kate; Kingwell, Stephen P; Lin, Zihan; MacLean, Mark A; Julien, Lisa C; Patriquin, Glenn; LeBlanc, Jason; Green, Ryan; Alant, Jacob; Barry, Sean; Glennie, R Andrew; Oxney, William; Christie, Sean D; Sarraj, Mohamed; Alqahtani, Abdullah; Thornley, Patrick; Koziarz, Frank; Bailey, Christopher S; Freire-Archer, Millaray; Bhanot, Kunal; Kachur, Edward; Bhandari, Mohit; Oitment, Colby; Malhotra, Armaan K; Balas, Michael; Jaja, Blessing NR; Harrington, Erin M; Hofereiter, Johann; Jaffe, Rachael H; He, Yingshi; Byrne, James P; Wilson, Jefferson R; Witiw, Christopher D; Brittain, Kennedy CM; Christie, Sean; Pillai, Saranyan; Dvorak, Marcel F; Evaniew, Nathan; Chen, Melody; Waheed, Zeina; Rotem-Kohavi, Naama; Fallah, Nader; Noonan, Vanessa K; Fisher, Charles G; Charest-Morin, Raphaële; Dea, Nicolas; Ailon, Tamir; Street, John; Kwon, Brian K; Sandarage, Ryan V; Galuta, Ahmad; Ghinda, Diana; Kwan, Jason CS; TsaI, Eve C; Hachem, Laureen D; Hong, James; Velumian, Alexander; Mothe, Andrea J; Tator, Charles H; Fehlings, Michael G; Shakil, Husain; Jaja, Blessing NR; Zhang, Peng; Jaffe, Rachael; Malhotra, Armaan K; Wilson, Jefferson R; Witiw, Christopher D; Rotem-Kohavi, Naama; Dvorak, Marcel F; Dea, Nicolas; Evaniew, Nathan; Chen, Melody; Waheed, Zeina; Xu, Jijie; Fallah, Nader; Noonan, Vanessa; Kwon, Brian; Dandurand, Charlotte; Muijs, Sander; Dvorak, Marcel; Schnake, Klaus; Cumhur; Ouml Ner; Greene, Ryan; Furlong, Bradley; Smith-Forrester, Jenna; Swab, Michelle; Christie, Sean D; Hall, Amanda; Leck, Erika; Marshall, Emily; Christie, Sean; Dvorak, Marcel F; Cumhur, F; Ouml Ner; Vaccaro, Alexander R; Benneker, Lorin M; Rajasekaran, Shanmuganathan; El-Sharkawi, Mohammad; Popescu, Eugen Cezar; Tee, Jin Wee; Paquet, Jerome; France, John C; Allen, Richard; Lavelle, William F; Hirschfeld, Miguel; Pneumaticos, Spyros; Dandurand, Charlotte; Cumhur; Ouml Ner; Muijs, Sander; Schnake, Klaus; Dvorak, Marcel; Fernandes, Renan Rodrigues; Thornley, Patrick; Urquhart, Jennifer; Kelly, Sean; Alenezi, Nasser; Alahmari, Abdulmajeed; Siddiqi, Fawaz; Singh, Supriya; Rasoulinejad, Parham; Bailey, Christopher; Evaniew, Nathan; Burger, Lukas D; Dea, Nicolas; Cadotte, David W; McIntosh, Greg; Jacobs, Bradley; St-Laurent-Lebeux, Loïc; Bourassa-Moreau, Étienne; Sarraj, Mohamed; Majeed, Meerab; Guha, Daipayan; Pahuta, Markian; Laflamme, Mathieu; McIntosh, Greg; Dea, Nicolas; Bak, Alex B; Alvi, Mohammed A; Moghaddamjou, Ali; Fehlings, Michael G; Silva, Yan Gabriel Morais David; Goulet, Julien; McIntosh, Greg; Bedard, Sonia; Pimenta, Newton; Blanchard, Jocelyn; Couture, Jerome; LaRue, Bernard; Investigators, Csorn; Adams, Tyler; Cunningham, Erin; El-Mughayyar, Dana; Bigney, Erin; Vandewint, Amanda; Manson, Niel; Abraham, Edward; Small, Chris; Attabib, Najmedden; Richardson, Eden; Hebert, Jeffery; Bond, Michael; Street, John; Fisher, Charles; Charest-Morin, Raphaele; Sutherland, Jason M; Hillier, Troy; Bailey, Chris S; Fisher, Charles; Rampersaud, Raja; Koto, Prosper; Glennie, R Andrew; Soroceanu, Alex; Nicholls, Fred; Thomas, Ken; Evaniew, Nathan; Lewkonia, Peter; Bouchard, Jacques; Jacobs, Brad; Ben-Israel, David; Crawford, Eric J; Fisher, Charles; Dea, Nicolas; Spackman, Eldon; Rampersaud, Raja; Thomas, Kenneth C; Srikandarajah, Nisaharan; Murray, Jean-Christophe; Nielsen, Christopher; Manoharan, Ragavan; Cherry, Ahmed; Raj, Aditiya; Xu, Mark; Iorio, Carlo; Bailey, Chris; Dea, Nicolas; Fisher, Charles; Hall, Hamilton; Manson, Neil; Thomas, Kenneth; Canizares, Mayilee; Rampersaud, Yoga Raja; Urquhart, Jennifer; Fernandes, Renan R; Glennie, R Andrew; Rampersaud, Y Raja; Fisher, Charles G; Bailey, Chris; Yang, Michael MH; Far, Rena; Sajobi, Tolulope; Riva-Cambrin, Jay; Casha, Steven; Bond, Michael; Street, John; Fisher, Charles; Charest-Morin, Raphaele; Sutherland, Jason M; Silva, Yan; Pimenta, Newton Godoy; LaRue, Bernard; Bedard, Sonia; Oviedo, Sonia Cheng; Goulet, Julien; Couture, Jerome; Blanchard, Jocelyn; McDonald, James; Al-Jahdali, Fares; Urquhart, Jennifer; Alahmari, Abdulmajeed; Rampersaud, Raja; Fisher, Charles; Bailey, Chris; Glennie, Andrew; Evaniew, Nathan; Coyle, Matthew; Rampersaud, Y Raja; Bailey, Christopher S; Jacobs, W Bradley; Cadotte, David W; Thomas, Kenneth C; Attabib, Najmedden; Paquet, Jérôme; Nataraj, Andrew; Christie, Sean D; Weber, Michael H; Phan, Philippe; Charest-Morin, Raphaële; Fisher, Charles G; Hall, Hamilton; McIntosh, Greg; Dea, Nicolas; Malhotra, Armaan K; Davis, Aileen M; He, Yingshi; Harrington, Erin M; Jaja, Blessing NR; Zhu, Mary P; Shakil, Husain; Dea, Nicolas; Jacobs, W Bradley; Cadotte, David W; Paquet, Jérôme; Weber, Michael H; Phan, Philippe; Christie, Sean D; Nataraj, Andrew; Bailey, Christopher S; Johnson, Michael G; Fisher, Charles G; Manson, Neil; Rampersaud, Y Raja; Thomas, Kenneth C; Hall, Hamilton; Fehlings, Michael G; Ahn, Henry; Ginsberg, Howard J; Witiw, Christopher D; Wilson, Jefferson R; Althagafi, Alwalaa; McIntosh, Greg; Charest-Morin, Raphaële; Rizzuto, Michael A; Ailon, Tamir; Dea, Nicolas; Evaniew, Nathan; Jacobs, Bradley W; Paquet, Jerome; Rampersaud, Raja; Hall, Hamilton; Bailey, Christopher S; Weber, Michael; Johnson, Michael G; Nataraj, Andrew; Attabib, Najmedden; Cadotte, David W; Manson, Neil; Stratton, Alexandra; Christie, Sean D; Thomas, Kenneth C; Wilson, Jefferson R; Fisher, Charles G; Charest-Morin, Raphaele; Bak, Alex B; Alvi, Mohammed A; Moghaddamjou, Ali; Fehlings, Michael G; Bak, Alex B; Alvi, Mohammed A; Moghaddamjou, Ali; Fehlings, Michael G; Soroceanu, Alex; Nicholls, Fred; Thomas, Ken; Evaniew, Nathan; Salo, Paul; Bouchard, Jacques; Jacobs, Brad; Dandurand, Charlotte; Laghaei, Pedram Farimani; Ailon, Tamir; Charest-Morin, Raphaele; Dea, Nicolas; Dvorak, Marcel; Fisher, Charles; Kwon, Brian K; Paquette, Scott; Street, John; Soroceanu, Alex; Nicholls, Fred; Thomas, Ken; Evaniew, Nathan; Bouchard, Jacques; Salo, Paul; Jacobs, Brad; Varshney, Vishal P; Sahjpaul, Ramesh; Paquette, Scott; Osborn, Jill; Bak, Alex B; Moghaddamjou, Ali; Fehlings, Michael G; Leck, Erika; Marshall, Emily; Christie, Sean; Elkaim, Lior M; Lasry, Oliver J; Raj, Aditya; Murray, Jean-Christophe; Cherry, Ahmed; McIntosh, Greg; Nielsen, Christopher; Srikandarajah, Nisaharan; Manoharan, Ragavan; Iorio, Carlo; Xu, Mark; Perruccio, Anthony; Canizares, Mayilee; Rampersaud, Yoga Raja; Stratton, Alexandra; Tierney, Sarah; Wai, Eugene K; Phan, Philippe; Kingwell, Stephen; Magnan, Marie-Claude; Soroceanu, Alex; Nicholls, Fred; Thomas, Ken; Evaniew, Nathan; Salo, Paul; Bouchard, Jacques; Jacobs, Brad; Spanninga, Barend; Hoelen, Thomáy-Claire A; Johnson, Scott; Arts, Jacobus JC; Bailey, Chris S; Urquhart, Jennifer C; Glennie, R Andrew; Rampersaud, Y Raja; Fisher, Charles G; Levett, Jordan J; Elkaim, Lior M; Alotaibi, Naif M; Weber, Michael H; Dea, Nicolas; Abd-El-Barr, Muhammad M; Cherry, Ahmed; Yee, Albert; Jaber, Nadia; Fehlings, Michael; Cunningham, Erin; Adams, Tyler; El-Mughayyar, Dana; Bigney, Erin; Vandewint, Amanda; Manson, Neil; Abraham, Edward; Small, Chris; Attabib, Najmedden; Richardson, Eden; Hebert, Jeffery; Werier, Joel; Smit, Kevin; Villeneuve, James; Sachs, Adam; Abdelbary, Hesham; Al-Mosuli, Yusra Kassim; Rakhra, Kawan; Phan, Philippe; Nagata, Kosei; Gum, Jeffrey L; Brown, Morgan E; Daniels, Christy L; Carreon, Leah Y; Bonello, John-Peter; Koucheki, Robert; Abbas, Aazad; Lex, Johnathan; Nucci, Nicholas; Whyne, Cari; Larouche, Jeremie; Ahn, Henry; Finkelstein, Joel; Lewis, Stephen; Toor, Jay; Lee, Nathan J; Orosz, Lindsay D; Gum, Jeffrey L; Poulter, Gregory T; Jazini, Ehsan; Haines, Colin M; Good, Christopher R; Lehman, Ronald A; Crawford, Eric J; Ravinsky, Robert A; Perruccio, Anthony V; Coyte, Peter C; Rampersaud, Y Raja; Freire-Archer, Millaray; Sarraj, Mohamed; AlShaalan, Fawaz; Koziarz, Alex; Thornley, Patrick; Alnemari, Haitham; Oitment, Colby; Bharadwaj, Lalita; El-Mughayyar, Dana; Bigney, Erin; Manson, Neil; Abraham, Edward; Small, Chris; Attabib, Najmedden; Richardson, Eden; Kearney, Jill; Kundap, Uday; Investigators, Csorn; Hebert, Jeffrey; Elkaim, Lior M; Levett, Jordan J; Niazi, Farbod; Bokhari, Rakan; Alotaibi, Naif M; Lasry, Oliver J; Bissonnette, Vincent; Yen, David; Muddaluru, Varun S; Gandhi, Pranjan; Mastrolonardo, Alexander; Guha, Daipayan; Pahuta, Markian A; Christie, Sean D; Vandertuin, Trevor; Ritcey, Gillian; Rainham, Daniel; Alhawsawi, Mamdoh; Mumtaz, Rohail; Abdelnour, Mark; Qumquji, Feras; Soroceanu, Alex; Swamy, Ganesh; Thomas, Kenneth; Wai, Eugene; Phan, Philippe; Bhatt, Fenil R; Orosz, Lindsay D; Yamout, Tarek; Good, Christopher R; Schuler, Thomas C; Nguyen, Tiffany; Jazini, Ehsan; Haines, Colin M; Oppermann, Marcelo; Gupta, Shaurya; Ramjist, Joel; Oppermann, Priscila Santos; Yang, Victor XD; Levett, Jordan J; Elkaim, Lior M; Niazi, Farbod; Weber, Michael H; Ioro-Morin, Christian; Bonizzato, Marco; Weil, Alexander G; Oppermann, Marcelo; Ramjist, Joel; Gupta, Shaurya; Oppermann, Priscila S; Yang, Victor XD; Jung, Youngkyung; Muddalaru, Varun; Gandhi, Pranjan; Guha, Daipayan; Koucheki, Robert; Bonello, John-Peter; Abbas, Aazad; Lex, Johnathan R; Nucci, Nicholas; Whyne, Cari; Yee, Albert; Ahn, Henry; Finkelstein, Joel; Larouche, Jeremie; Lewis, Stephen; Toor, Jay; Dhawan, Alaina; Dhawan, Jillian; Sharma, Ajay N; Azzam, Daniel B; Cherry, Ahmed; Fehlings, Michael G; Orosz, Lindsay D; Lee, Nathan J; Yamout, Tarek; Gum, Jeffrey L; Lehman, Ronald A; Poulter, Gregory T; Haines, Colin M; Jazini, Ehsan; Good, Christopher R; Ridha, Barzany B; Persad, Amit; Fourney, Daryl; Byers, Elizabeth; Gallagher, Michelle; Sugar, James; Brown, Justin L; Wang, Zhi; Shen, Jesse; Boubez, Ghassan; Al-Shakfa, Fidaa; Yuh, Sung-Joo; Shedid, Daniel; Rizkallah, Maroun; Singh, Manmohan; Singh, Pankaj Kumar; Lawrence, Peyton Lloyd; Dell, Shevaughn; Goodluck-Tyndall, Ronette; Wade, Kevin; Morgan, Mark; Bruce, Carl; Silva, Yan Gabriel Morais David; Pimenta, Newton; LaRue, Bernard; Aldakhil, Salman; Blanchard, Jocelyn; Couture, Jerome; Goulet, Julien; Bednar, Drew A; Raj, Ruheksh; Urquhart, Jennifer; Bailey, Chris; Christie, Sean D; Greene, Ryan; Chaves, Jennyfer Paulla Galdino; Zarrabian, Mohammed; Sigurdson, Leif; Manoharan, Ragavan; Cherry, Ahmed; Iorio, Carlo; Srikandarajah, Nisaharan; Xu, Mark; Raj, Aditya; Nielsen, Christopher J; Rampersaud, Yoga Raja; Lewis, Stephen JItem Open Access Clinical and radiographic presentation and treatment of patients with cervical deformity secondary to thoracolumbar proximal junctional kyphosis are distinct despite achieving similar outcomes: Analysis of 123 prospective CD cases.(Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia, 2018-10) Passias, Peter G; Horn, Samantha R; Poorman, Gregory W; Daniels, Alan H; Hamilton, D Kojo; Kim, Han Jo; Diebo, Bassel G; Steinmetz, Leah; Bortz, Cole A; Segreto, Frank A; Sciubba, Daniel M; Smith, Justin S; Neuman, Brian J; Shaffrey, Christopher I; Lafage, Renaud; Lafage, Virginie; Ames, Christopher; Hart, Robert; Mundis, Gregory; Eastlack, Robert K; Schwab, Frank J; International Spine Study Group (ISSG)CD development secondary to PJK was recently documented in adult spinal deformity patients after surgical correction for thoracolumbar ASD. This study analyzes surgical management of patients with CD secondary to proximal junctional kyphosis (PJK) versus patients with primary CD. Retrospective review of multicenter cervical deformity (CD) database. CD defined as at least one of the following: C2-C7 coronal Cobb > 10°, cervical lordosis (CL) > 10°, cervical sagittal vertical axis (cSVA) > 4cm, CBVA > 25°. Patients were grouped into those with PJK (UIV +2 < -10°) prior to cervical surgery versus who don't (Non-PJK). Independent t-tests and chi-squared tests compared radiographic, clinical, and surgical metrics between PJK and non-PJK groups. Of 123 eligible CD patients, 26(21.1%) had radiographic PJK prior to cervical surgery. PJK patients had significantly greater T2-T12 thoracic kyphosis (-58.8° vs -45.0°, p = 0.002), cSVA (49.1 mm vs 38.9 mm, p = 0.020), T1 Slope (42.6° vs 28.4°, p < 0.001), TS-CL (44.1° vs 35.6°, p = 0.048), C2-T3 SVA (98.8 mm vs 75.8 mm, p = 0.015), C2 Slope (45.4° vs 36.0°, p = 0.043), and CTPA (6.4° vs 4.6°, p = 0.005). Comparing their surgeries, the PJK group had significantly more levels fused (10.7 vs 7.4, p = 0.01). There was significantly greater blood loss in PJK patients (1158 ± 1063vs 738 ± 793 cc, p = 0.028); operative time, surgical approach, and BMP-2 use were similar (all p > 0.05). PJK patients experienced higher rates of complications 30 and 90 days post-operatively (23.1% vs. 5.2%, p = 0.004; 30.8% vs. 19.6%, p = 0.026), and more instrumentation failure 30 days postoperatively (7.8% vs. 1.0%, p = 0.004). Patients with cervical deformity secondary to PJK had worse baseline CD, despite no differences in HRQL or demographics. Surgical correction of CD associated with PJK required more invasive surgery and had higher complication rates than non-PJK patients, despite achieving similar clinical outcomes.Item Open Access Comparative analysis of perioperative complications between a multicenter prospective cervical deformity database and the Nationwide Inpatient Sample database.(The spine journal : official journal of the North American Spine Society, 2017-11) Passias, Peter G; Horn, Samantha R; Jalai, Cyrus M; Poorman, Gregory; Bono, Olivia J; Ramchandran, Subaraman; Smith, Justin S; Scheer, Justin K; Sciubba, Daniel M; Hamilton, D Kojo; Mundis, Gregory; Oh, Cheongeun; Klineberg, Eric O; Lafage, Virginie; Shaffrey, Christopher I; Ames, Christopher P; International Spine Study GroupBackground context
Complication rates for adult cervical deformity are poorly characterized given the complexity and heterogeneity of cases.Purpose
To compare perioperative complication rates following adult cervical deformity corrective surgery between a prospective multicenter database for patients with cervical deformity (PCD) and the Nationwide Inpatient Sample (NIS).Study design/setting
Retrospective review of prospective databases.Patient sample
A total of 11,501 adult patients with cervical deformity (11,379 patients from the NIS and 122 patients from the PCD database).Outcome measures
Perioperative medical and surgical complications.Methods
The NIS was queried (2001-2013) for cervical deformity discharges for patients ≥18 years undergoing cervical fusions using International Classification of Disease, Ninth Revision (ICD-9) coding. Patients ≥18 years from the PCD database (2013-2015) were selected. Equivalent complications were identified and rates were compared. Bonferroni correction (p<.004) was used for Pearson chi-square. Binary logistic regression was used to evaluate differences in complication rates between databases.Results
A total of 11,379 patients from the NIS database and 122 patiens from the PCD database were identified. Patients from the PCD database were older (62.49 vs. 55.15, p<.001) but displayed similar gender distribution. Intraoperative complication rate was higher in the PCD (39.3%) group than in the NIS (9.2%, p<.001) database. The PCD database had an increased risk of reporting overall complications than the NIS (odds ratio: 2.81, confidence interval: 1.81-4.38). Only device-related complications were greater in the NIS (7.1% vs. 1.1%, p=.007). Patients from the PCD database displayed higher rates of the following complications: peripheral vascular (0.8% vs. 0.1%, p=.001), gastrointestinal (GI) (2.5% vs. 0.2%, p<.001), infection (8.2% vs. 0.5%, p<.001), dural tear (4.1% vs. 0.6%, p<.001), and dysphagia (9.8% vs. 1.9%, p<.001). Genitourinary, wound, and deep veinthrombosis (DVT) complications were similar between databases (p>.004). Based on surgicalapproach, the PCD reported higher GI and neurologic complication rates for combined anterior-posterior procedures (p<.001). For posterior-only procedures, the NIS had more device-related complications (12.4% vs. 0.1%, p=.003), whereas PCD had more infections (9.3% vs. 0.7%, p<.001).Conclusions
Analysis of the surgeon-maintained cervical database revealed higher overall and individual complication rates and higher data granularity. The nationwide database may underestimate complications of patients with adult cervical deformity (ACD) particularly in regard to perioperative surgical details owing to coding and deformity generalizations. The surgeon-maintained database captures the surgical details, but may underestimate some medical complications.Item Open Access Comparing and Contrasting the Clinical Utility of Sagittal Spine Alignment Classification Frameworks: Roussouly Versus SRS-Schwab.(Spine, 2022-03) Passias, Peter G; Bortz, Cole; Pierce, Katherine E; Passfall, Lara; Kummer, Nicholas A; Krol, Oscar; Lafage, Renaud; Diebo, Bassel G; Lafage, Virginie; Ames, Christopher P; Burton, Douglas C; Gupta, Munish C; Sciubba, Daniel M; Schoenfeld, Andrew J; Bess, Shay; Hostin, Richard; Shaffrey, Christopher I; Line, Breton G; Klineberg, Eric O; Smith, Justin S; Schwab, Frank J; International Spine Study GroupStudy design
Retrospective cohort study of a prospectively collected database.Objective
To compare clinical utility of two common classification systems for adult spinal deformity (ASD) and determine whether both should be considered in surgical planning to improve patient outcomes.Summary of background data
Surgical restoration of appropriate Roussouly classification shape or SRS-Schwab ASD classification may improve outcomes.Methods
ASD patients with pre- and 2-year postop (2Y) radiographic/health-related quality of life (HRQL) data were grouped by "theoretical" and "current" Roussouly type. Univariate analyses assessed outcomes of patients who mismatched Roussouly types at both pre- and 2Y intervals (Mismatched) and those of preoperative mismatched patients who matched at 2-years (Matched). Subanalysis assessed outcomes of patients who improved in Schwab modifiers, and patients who both improved in both Schwab modifiers and matched Roussouly type by 2Y.Results
Included: 515 ASD patients (59 ± 14 yrs, 80% F). Preoperative breakdown of "current" Roussouly types: Type 1 (10%), 2 (54%), 3 (24%), and 4 (12%). Matched and Mismatched groups did not differ in rates of reaching MCID for any HRQL metrics by 2Y (all P > 0.10). Reoperation, PJK, and complications did not differ between Matched and Mismatched (all P > 0.10), but Roussouly Matched patients had toward lower rates of instrumentation failure (17.2% vs. 24.8%, P = 0.038). By 2Y, 28% of patients improved in PT Schwab modifier, 37% in SVA, and 46% in PI-LL. Patients who both Matched Roussouly at 2Y and improved in all Schwab modifiers met MCID for Oswestry Disability Index (ODI) and Scoliosis Research Society (SRS) activity at higher rates than patients who did not.Conclusion
Isolated restoration per the Roussouly system was not associated with superior outcomes. Patients who both matched Roussouly type and improved in Schwab modifiers had superior patient-reported outcomes at 2-years. Concurrent consideration of both systems may offer utility in establishing optimal realignment goals.Level of Evidence: 3.Item Open Access Development of a Novel Cervical Deformity Surgical Invasiveness Index.(Spine, 2020-01) Passias, Peter G; Horn, Samantha R; Soroceanu, Alexandra; Oh, Cheongeun; Ailon, Tamir; Neuman, Brian J; Lafage, Virginie; Lafage, Renaud; Smith, Justin S; Line, Breton; Bortz, Cole A; Segreto, Frank A; Brown, Avery; Alas, Haddy; Pierce, Katherine E; Eastlack, Robert K; Sciubba, Daniel M; Protopsaltis, Themistocles S; Klineberg, Eric O; Burton, Douglas C; Hart, Robert A; Schwab, Frank J; Bess, Shay; Shaffrey, Christopher I; Ames, Christopher P; International Spine Study GroupSTUDY DESIGN:Retrospective review. OBJECTIVE:The aim of this study was to develop a novel surgical invasiveness index for cervical deformity (CD) surgery that incorporates CD-specific parameters. SUMMARY OF BACKGROUND DATA:There has been a surgical invasiveness index for general spine surgery and adult spinal deformity, but a CD index has not been developed. METHODS:CD was defined as at least one of the following: C2-C7 Cobb >10°, cervical lordosis (CL) >10°, cervical sagittal vertical axis (cSVA) >4 cm, chin brow vertical angle >25°. Consensus from experienced spine and neurosurgeons selected weightings for each variable that went into the invasiveness index. Binary logistic regression predicted high operative time (>338 minutes), estimated blood loss (EBL) (>600 mL), or length of stay (LOS) >5 days) based on the median values of operative time, EBL, and LOS. Multivariable regression modeling was utilized to construct a final model incorporating the strongest combination of factors to predict operative time, LOS, and EBL. RESULTS:Eighty-five CD patients were included (61 years, 66% females). The variables in the newly developed CD invasiveness index with their corresponding weightings were: history of previous cervical surgery (3), anterior cervical discectomy and fusion (2/level), corpectomy (4/level), levels fused (1/level), implants (1/level), posterior decompression (2/level), Smith-Peterson osteotomy (2/level), three-column osteotomy (8/level), fusion to upper cervical spine (2), absolute change in T1 slope minus cervical lordosis, cSVA, T4-T12 thoracic kyphosis (TK), and sagittal vertical axis (SVA) from baseline to 1-year. The newly developed CD-specific invasiveness index strongly predicted long LOS (R = 0.310, P < 0.001), high EBL (R = 0.170, P = 0.011), and extended operative time (R = 0.207, P = 0.031). A second analysis used multivariable regression modeling to determine which combination of factors in the newly developed index were the strongest determinants of operative time, LOS, and EBL. The final predictive model included: number of corpectomies, levels fused, decompression, combined approach, and absolute changes in SVA, cSVA, and TK. This model predicted EBL (R = 0.26), operative time (R = 0.12), and LOS (R = 0.13). CONCLUSION:Extended LOS, operative time, and high blood loss were strongly predicted by the newly developed CD invasiveness index, incorporating surgical factors and radiographic parameters clinically relevant for patients undergoing CD corrective surgery. LEVEL OF EVIDENCE:4.Item Open Access Development of a preoperative predictive model for major complications following adult spinal deformity surgery.(Journal of neurosurgery. Spine, 2017-06) Scheer, Justin K; Smith, Justin S; Schwab, Frank; Lafage, Virginie; Shaffrey, Christopher I; Bess, Shay; Daniels, Alan H; Hart, Robert A; Protopsaltis, Themistocles S; Mundis, Gregory M; Sciubba, Daniel M; Ailon, Tamir; Burton, Douglas C; Klineberg, Eric; Ames, Christopher P; International Spine Study GroupOBJECTIVE The operative management of patients with adult spinal deformity (ASD) has a high complication rate and it remains unknown whether baseline patient characteristics and surgical variables can predict early complications (intraoperative and perioperative [within 6 weeks]). The development of an accurate preoperative predictive model can aid in patient counseling, shared decision making, and improved surgical planning. The purpose of this study was to develop a model based on baseline demographic, radiographic, and surgical factors that can predict if patients will sustain an intraoperative or perioperative major complication. METHODS This study was a retrospective analysis of a prospective, multicenter ASD database. The inclusion criteria were age ≥ 18 years and the presence of ASD. In total, 45 variables were used in the initial training of the model including demographic data, comorbidities, modifiable surgical variables, baseline health-related quality of life, and coronal and sagittal radiographic parameters. Patients were grouped as either having at least 1 major intraoperative or perioperative complication (COMP group) or not (NOCOMP group). An ensemble of decision trees was constructed utilizing the C5.0 algorithm with 5 different bootstrapped models. Internal validation was accomplished via a 70/30 data split for training and testing each model, respectively. Overall accuracy, the area under the receiver operating characteristic (AUROC) curve, and predictor importance were calculated. RESULTS Five hundred fifty-seven patients were included: 409 (73.4%) in the NOCOMP group, and 148 (26.6%) in the COMP group. The overall model accuracy was 87.6% correct with an AUROC curve of 0.89 indicating a very good model fit. Twenty variables were determined to be the top predictors (importance ≥ 0.90 as determined by the model) and included (in decreasing importance): age, leg pain, Oswestry Disability Index, number of decompression levels, number of interbody fusion levels, Physical Component Summary of the SF-36, Scoliosis Research Society (SRS)-Schwab coronal curve type, Charlson Comorbidity Index, SRS activity, T-1 pelvic angle, American Society of Anesthesiologists grade, presence of osteoporosis, pelvic tilt, sagittal vertical axis, primary versus revision surgery, SRS pain, SRS total, use of bone morphogenetic protein, use of iliac crest graft, and pelvic incidence-lumbar lordosis mismatch. CONCLUSIONS A successful model (87% accuracy, 0.89 AUROC curve) was built predicting major intraoperative or perioperative complications following ASD surgery. This model can provide the foundation toward improved education and point-of-care decision making for patients undergoing ASD surgery.Item Open Access Development of a validated computer-based preoperative predictive model for pseudarthrosis with 91% accuracy in 336 adult spinal deformity patients.(Neurosurgical focus, 2018-11) Scheer, Justin K; Oh, Taemin; Smith, Justin S; Shaffrey, Christopher I; Daniels, Alan H; Sciubba, Daniel M; Hamilton, D Kojo; Protopsaltis, Themistocles S; Passias, Peter G; Hart, Robert A; Burton, Douglas C; Bess, Shay; Lafage, Renaud; Lafage, Virginie; Schwab, Frank; Klineberg, Eric O; Ames, Christopher P; International Spine Study GroupOBJECTIVEPseudarthrosis can occur following adult spinal deformity (ASD) surgery and can lead to instrumentation failure, recurrent pain, and ultimately revision surgery. In addition, it is one of the most expensive complications of ASD surgery. Risk factors contributing to pseudarthrosis in ASD have been described; however, a preoperative model predicting the development of pseudarthrosis does not exist. The goal of this study was to create a preoperative predictive model for pseudarthrosis based on demographic, radiographic, and surgical factors.METHODSA retrospective review of a prospectively maintained, multicenter ASD database was conducted. Study inclusion criteria consisted of adult patients (age ≥ 18 years) with spinal deformity and surgery for the ASD. From among 82 variables assessed, 21 were used for model building after applying collinearity testing, redundancy, and univariable predictor importance ≥ 0.90. Variables included demographic data along with comorbidities, modifiable surgical variables, baseline coronal and sagittal radiographic parameters, and baseline scores for health-related quality of life measures. Patients groups were determined according to their Lenke radiographic fusion type at the 2-year follow-up: bilateral or unilateral fusion (union) or pseudarthrosis (nonunion). A decision tree was constructed, and internal validation was accomplished via bootstrapped training and testing data sets. Accuracy and the area under the receiver operating characteristic curve (AUC) were calculated to evaluate the model.RESULTSA total of 336 patients were included in the study (nonunion: 105, union: 231). The model was 91.3% accurate with an AUC of 0.94. From 82 initial variables, the top 21 covered a wide range of areas including preoperative alignment, comorbidities, patient demographics, and surgical use of graft material.CONCLUSIONSA model for predicting the development of pseudarthrosis at the 2-year follow-up was successfully created. This model is the first of its kind for complex predictive analytics in the development of pseudarthrosis for patients with ASD undergoing surgical correction and can aid in clinical decision-making for potential preventative strategies.Item Open Access Durability of Satisfactory Functional Outcomes Following Surgical Adult Spinal Deformity Correction: A 3-Year Survivorship Analysis.(Operative neurosurgery (Hagerstown, Md.), 2020-02) Passias, Peter G; Bortz, Cole A; Lafage, Virginie; Lafage, Renaud; Smith, Justin S; Line, Breton; Eastlack, Robert; Gupta, Munish C; Hostin, Richard A; Horn, Samantha R; Segreto, Frank A; Egers, Max; Sciubba, Daniel M; Gum, Jeffrey L; Kebaish, Khaled M; Klineberg, Eric O; Burton, Douglas C; Schwab, Frank J; Shaffrey, Christopher I; Ames, Christopher P; Bess, ShayBackground
Despite reports showing positive long-term functional outcomes following adult spinal deformity (ASD)-corrective surgery, it is unclear which factors affect the durability of these outcomes.Objective
To assess durability of functional gains following ASD-corrective surgery; determine predictors for postoperative loss of functionality.Methods
Surgical ASD patients > 18 yr with 3-yr Oswestry Disability Index (ODI) follow-up, and 1-yr postoperative (1Y) ODI scores reaching substantial clinical benefit (SCB) threshold (SCB < 31.3 points). Patients were grouped: those sustaining ODI at SCB threshold beyond 1Y (sustained functionality) and those not (functional decline). Kaplan-Meier survival analysis determined postoperative durability of functionality. Multivariate Cox regression assessed the relationship between patient/surgical factors and functional decline, accounting for age, sex, and levels fused.Results
All 166 included patients showed baseline to 1Y functional improvement (mean ODI: 35.3 ± 16.5-13.6 ± 9.2, P < .001). Durability of satisfactory functional outcomes following the 1Y postoperative interval was 88.6% at 2-yr postoperative, and 71.1% at 3-yr postoperative (3Y). Those sustaining functionality after 1Y had lower baseline C2-S1 sagittal vertical axis (SVA) and T1 slope (both P < .05), and lower 1Y thoracic kyphosis (P = .035). From 1Y to 3Y, patients who sustained functionality showed smaller changes in alignment: pelvic incidence minus lumbar lordosis, SVA, T1 slope minus cervical lordosis, and C2-C7 SVA (all P < .05). Those sustaining functionality beyond 1Y were also younger, less frail at 1Y, and had lower rates of baseline osteoporosis, hypertension, and lung disease (all P < .05). Lung disease (Hazard Ratio:4.8 [1.4-16.4]), 1Y frailty (HR:1.4 [1.1-1.9]), and posterior approach (HR:2.6 [1.2-5.8]) were associated with more rapid decline.Conclusion
Seventy-one percent of ASD patients maintained satisfactory functional outcomes by 3Y. Of those who failed to sustain functionality, the largest functional decline occurred 3-yr postoperatively. Frailty, preoperative comorbidities, and surgical approach affected durability of functional gains following surgery.Item Open Access Early Patient-Reported Outcomes Predict 3-Year Outcomes in Operatively Treated Patients with Adult Spinal Deformity.(World neurosurgery, 2017-06) Jain, Amit; Kebaish, Khaled M; Sciubba, Daniel M; Hassanzadeh, Hamid; Scheer, Justin K; Neuman, Brian J; Lafage, Virginie; Bess, Shay; Protopsaltis, Themistocles S; Burton, Douglas C; Smith, Justin S; Shaffrey, Christopher I; Hostin, Richard A; Ames, Christopher P; International Spine Study GroupBackground
For patients with adult spinal deformity (ASD), surgical treatment may improve their health-related quality of life. This study investigates when the greatest improvement in outcomes occurs and whether incremental improvements in patient-reported outcomes during the first postoperative year predict outcomes at 3 years.Methods
Using a multicenter registry, we identified 84 adults with ASD treated surgically from 2008 to 2012 with complete 3-year follow-up. Pairwise t tests and multivariate regression were used for analysis. Significance was set at P < 0.01.Results
Mean Oswestry Disability Index (ODI) and Scoliosis Research Society-22r total (SRS-22r) scores improved by 13 and 0.8 points, respectively, from preoperatively to 3 years (both P < 0.001). From preoperatively to 6 weeks postoperatively, ODI scores worsened by 5 points (P = 0.049) and SRS-22r scores improved by 0.3 points (P < 0.001). Between 6 weeks and 1 year, ODI and SRS-22r scores improved by 19 and 0.5 points, respectively (both P < 0.001). Incremental improvements during the first postoperative year predicted 3-year outcomes in ODI and SRS-22r scores (adjusted R2 = 0.52 and 0.42, respectively). There were no significant differences in the measured or predicted 3-year ODI (P = 0.991) or SRS-22r scores (P = 0.986).Conclusions
In surgically treated patients with ASD, the greatest improvements in outcomes occurred between 6 weeks and 1 year postoperatively. A model with incremental improvements from baseline to 6 weeks and from 6 weeks to 1 year can be used to predict ODI and SRS-22r scores at 3 years.Item Open Access Effectiveness of preoperative autologous blood donation for protection against allogeneic blood exposure in adult spinal deformity surgeries: a propensity-matched cohort analysis.(Journal of neurosurgery. Spine, 2016-01) Kelly, Michael P; Zebala, Lukas P; Kim, Han Jo; Sciubba, Daniel M; Smith, Justin S; Shaffrey, Christopher I; Bess, Shay; Klineberg, Eric; Mundis, Gregory; Burton, Douglas; Hart, Robert; Soroceanu, Alex; Schwab, Frank; Lafage, Virginie; International Spine Study GroupObjective
The goal of this study was to examine the effectiveness of preoperative autologous blood donation (PABD) in adult spinal deformity (ASD) surgery.Methods
Patients undergoing single-stay ASD reconstructions were identified in a multicenter database. Patients were divided into groups according to PABD (either PABD or NoPABD). Propensity weighting was used to create matched cohorts of PABD and NoPABD patients. Allogeneic (ALLO) exposure, autologous (AUTO) wastage (unused AUTO), and complication rates were compared between groups.Results
Four hundred twenty-eight patients were identified as meeting eligibility criteria. Sixty patients were treated with PABD, of whom 50 were matched to 50 patients who were not treated with PABD (NoPABD). Nearly one-third of patients in the PABD group (18/60, 30%) did not receive any autologous transfusion and donated blood was wasted. In 6 of these cases (6/60, 10%), patients received ALLO blood transfusions without AUTO. In 9 cases (9/60, 15%), patients received ALLO and AUTO blood transfusions. Overall rates of transfusion of any type were similar between groups (PABD 70% [42/60], NoPABD 75% [275/368], p = 0.438). Major and minor in-hospital complications were similar between groups (Major PABD 10% [6/60], NoPABD 12% [43/368], p = 0.537; Minor PABD 30% [18/60], NoPABD 24% [87/368], p = 0.499). When controlling for potential confounders, PABD patients were more likely to receive some transfusion (OR 15.1, 95% CI 2.1-106.7). No relationship between PABD and ALLO blood exposure was observed, however, refuting the concept that PABD is protective against ALLO blood exposure. In the matched cohorts, PABD patients were more likely to sustain a major perioperative cardiac complication (PABD 8/50 [16%], NoPABD 1/50 [2%], p = 0.046). No differences in rates of infection or wound-healing complications were observed between cohorts.Conclusions
Preoperative autologous blood donation was associated with a higher probability of perioperative transfusions of any type in patients with ASD. No protective effect of PABD against ALLO blood exposure was observed, and no risk of perioperative infectious complications was observed in patients exposed to ALLO blood only. The benefit of PABD in patients with ASD remains undefined.Item Open Access External validation of the adult spinal deformity (ASD) frailty index (ASD-FI)(European Spine Journal, 2018-09-01) Miller, Emily K; Vila-Casademunt, Alba; Neuman, Brian J; Sciubba, Daniel M; Kebaish, Khaled M; Smith, Justin S; Alanay, Ahmet; Acaroglu, Emre R; Kleinstück, Frank; Obeid, Ibrahim; Sánchez Pérez-Grueso, Francisco Javier; Carreon, Leah Y; Schwab, Frank J; Bess, Shay; Scheer, Justin K; Lafage, Virginie; Shaffrey, Christopher I; Pellisé, Ferran; Ames, Christopher P; European Spine Study Group; International Spine Study Group© 2018, Springer-Verlag GmbH Germany, part of Springer Nature. Purpose: To assess the ability of the recently developed adult spinal deformity frailty index (ASD-FI) to predict odds of perioperative complications, odds of reoperation, and length of hospital stay after adult spinal deformity (ASD) surgery using a database other than the one used to create the index. Methods: We used the ASD-FI to calculate frailty scores for 266 ASD patients who had minimum postoperative follow-up of 2 years in the European Spine Study Group (ESSG) database. Patients were enrolled from 2012 through 2013. Using ASD-FI scores, we categorized patients as not frail (NF) (< 0.3 points), frail (0.3–0.5 points), or severely frail (SF) (> 0.5 points). Multivariable logistic regression, adjusted for preoperative and surgical factors such as operative time and blood loss, was performed to determine the relationship between ASD-FI category and odds of major complications, odds of reoperation, and length of hospital stay. Results: We categorized 135 patients (51%) as NF, 90 patients (34%) as frail, and 41 patients (15%) as SF. Overall mean ASD-FI score was 0.29 (range 0–0.8). The adjusted odds of experiencing a major intraoperative or postoperative complication (OR 4.5, 95% CI 2.0–10) or having a reoperation (OR 3.9, 95% CI 1.7–8.9) were higher for SF patients compared with NF patients. Mean hospital stay was 2.1 times longer (95% CI 1.8–2.4) for SF patients compared with NF patients. Conclusions: Greater patient frailty, as measured by the ASD-FI, is associated with longer hospital stays and greater odds of major complications and reoperation. Graphical abstract: These slides can be retrieved under Electronic Supplementary Material.[Figure not available: see fulltext.].
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