Browsing by Author "Ailon, Tamir"
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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 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 Assessment of Impact of Long-Cassette Standing X-Rays on Surgical Planning for Cervical Pathology: An International Survey of Spine Surgeons.(Neurosurgery, 2016-05) Ramchandran, Subaraman; Smith, Justin S; Ailon, Tamir; Klineberg, Eric; Shaffrey, Christopher; Lafage, Virginie; Schwab, Frank; Bess, Shay; Daniels, Alan; Scheer, Justin K; Protopsaltis, Themi S; Arnold, Paul; Haid, Regis W; Chapman, Jens; Fehlings, Michael G; Ames, Christopher P; AOSpine North America, International Spine Study GroupBackground
Understanding the role of regional segments of the spine in maintaining global balance has garnered significant attention recently. Long-cassette radiographs (LCR) are necessary to evaluate global spinopelvic alignment. However, it is unclear how LCRs impact operative decision-making for cervical spine pathology.Objective
To evaluate whether the addition of LCRs results in changes to respondents' operative plans compared to standard imaging of the involved cervical spine in an international survey of spine surgeons.Methods
Fifteen cases (5 control cases with normal and 10 test cases with abnormal global alignment) of cervical pathology were presented online with a vignette and cervical imaging. Surgeons were asked to select a surgical plan from 6 options, ranging from the least (1 point) to most (6 points) extensive. Cases were then reordered and presented again with LCRs and the same surgical plan question.Results
One hundred fifty-seven surgeons completed the survey, of which 79% were spine fellowship trained. The mean response scores for surgical plan increased from 3.28 to 4.0 (P = .003) for test cases with the addition of LCRs. However, no significant changes (P = .10) were identified for the control cases. In 4 of the test cases with significant mid thoracic kyphosis, 29% of participants opted for the more extensive surgical options of extension to the mid and lower thoracic spine when they were provided with cervical imaging only, which significantly increased to 58.3% upon addition of LCRs.Conclusion
In planning for cervical spine surgery, surgeons should maintain a low threshold for obtaining LCRs to assess global spinopelvic alignment.Item Open Access Assessment of Surgical Treatment Strategies for Moderate to Severe Cervical Spinal Deformity Reveals Marked Variation in Approaches, Osteotomies, and Fusion Levels.(World neurosurgery, 2016-07) Smith, Justin S; Klineberg, Eric; Shaffrey, Christopher I; Lafage, Virginie; Schwab, Frank J; Protopsaltis, Themistocles; Scheer, Justin K; Ailon, Tamir; Ramachandran, Subaraman; Daniels, Alan; Mundis, Gregory; Gupta, Munish; Hostin, Richard; Deviren, Vedat; Eastlack, Robert; Passias, Peter; Hamilton, D Kojo; Hart, Robert; Burton, Douglas C; Bess, Shay; Ames, Christopher P; International Spine Study GroupObjective
Although previous reports suggest that surgery can improve the pain and disability of cervical spinal deformity (CSD), techniques are not standardized. Our objective was to assess for consensus on recommended surgical plans for CSD treatment.Methods
Eighteen CSD cases were assembled, including a clinical vignette, cervical imaging (radiography, computed tomography/magnetic resonance imaging), and full-length standing radiography. Fourteen deformity surgeons (10 orthopedic, 4 neurosurgery) were queried regarding recommended surgical plans.Results
There was marked variation in treatment plans across all deformity types. Even for the least complex deformities (moderate midcervical apex kyphosis), there was lack of agreement on approach (50% combined anterior-posterior, 25% anterior only, 25% posterior only), number of anterior (range, 2-6) and posterior (range, 4-16) fusion levels, and types of osteotomies. As the kyphosis apex moved caudally (cervical-thoracic junction/upper thoracic spine) and for cases with chin-on-chest kyphosis, >80% of surgeons agreed on a posterior-only approach and >70% recommended a pedicle subtraction osteotomy or vertebral column resection, but the range in number of anterior (4-8) and posterior (4-27) fusion levels was exceptionally broad. Cases of cervical/cervical-thoracic scoliosis had the least agreement for approach (48% posterior only, 33% combined anterior-posterior, 17% anterior-posterior-anterior or posterior-anterior-posterior, 2% anterior only) and had broad variation in the number of anterior (2-5) and posterior (6-19) fusion levels, and recommended osteotomies (41% pedicle subtraction osteotomy/vertebral column resection).Conclusions
Among a panel of deformity surgeons, there was marked lack of consensus on recommended surgical approach, osteotomies, and fusion levels for CSD. Further study is warranted to assess whether specific surgical treatment approaches are associated with better outcomes.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 Degenerative Spinal Deformity.(Neurosurgery, 2015-10) Ailon, Tamir; Smith, Justin S; Shaffrey, Christopher I; Lenke, Lawrence G; Brodke, Darrel; Harrop, James S; Fehlings, Michael; Ames, Christopher PDegenerative spinal deformity afflicts a significant portion of the elderly and is increasing in prevalence. Recent evidence has revealed sagittal plane malalignment to be a key driver of pain and disability in this population and has led to a significant shift toward a more evidence-based management paradigm. In this narrative review, we review the recent literature on the epidemiology, evaluation, management, and outcomes of degenerative adult spinal deformity (ASD). ASD is increasing in prevalence in North America due to an aging population and demographic shifts. It results from cumulative degenerative changes focused in the intervertebral discs and facet joints that occur asymmetrically to produce deformity. Deformity correction focuses on restoration of global alignment, especially in the sagittal plane, and decompression of the neural elements. General realignment goals have been established, including sagittal vertical axis <50 mm, pelvic tilt <22°, and lumbopelvic mismatch <±9°; however, these should be tailored to the patient. Operative management, in carefully selected patients, yields satisfactory outcomes that appear to be superior to nonoperative strategies. ASD is characterized by malalignment in the sagittal and/or coronal plane and, in adults, presents with pain and disability. Nonoperative management is recommended for patients with mild, nonprogressive symptoms; however, evidence of its efficacy is limited. Surgery aims to restore global spinal alignment, decompress neural elements, and achieve fusion with minimal complications. The surgical approach should balance the desired correction with the increased risk of more aggressive maneuvers. In well-selected patients, surgery yields excellent outcomes.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 Unknown Development of a Preoperative Predictive Model for Reaching the Oswestry Disability Index Minimal Clinically Important Difference for Adult Spinal Deformity Patients(Spine Deformity, 2018-09-01) Scheer, Justin K; Osorio, Joseph A; Smith, Justin S; Schwab, Frank; Hart, Robert A; Hostin, Richard; Lafage, Virginie; Jain, Amit; Burton, Douglas C; Bess, Shay; Ailon, Tamir; Protopsaltis, Themistocles S; Klineberg, Eric O; Shaffrey, Christopher I; Ames, Christopher P; International Spine Study Group© 2018 Scoliosis Research Society Study Design: Retrospective review of prospective multicenter adult spinal deformity (ASD) database. Objective: To create a model based on baseline demographic, radiographic, health-related quality of life (HRQOL), and surgical factors that can predict patients meeting the Oswestry Disability Index (ODI) minimal clinically important difference (MCID) at the two-year postoperative follow-up. Summary of Background Data: Surgical correction of ASD can result in significant improvement in disability as measured by ODI, with the goal of reaching at least one MCID. However, a predictive model for reaching MCID following ASD correction does not exist. Methods: ASD patients ≥18 years and baseline ODI ≥ 30 were included. Initial training of the model comprised forty-three variables including demographic data, comorbidities, modifiable surgical variables, baseline HRQOL, and coronal/sagittal radiographic parameters. Patients were grouped by whether or not they reached at least one ODI MCID at two-year follow-up. Decision trees were constructed using the C5.0 algorithm with five different bootstrapped models. Internal validation was accomplished via a 70:30 data split for training and testing each model, respectively. Final predictions from the models were chosen by voting with random selection for tied votes. Overall accuracy, and the area under a receiver operating characteristic curve (AUC) were calculated. Results: 198 patients were included (MCID: 109, No-MCID: 89). Overall model accuracy was 86.0%, with an AUC of 0.94. The top 11 predictors of reaching MCID were gender, Scoliosis Research Society (SRS) activity subscore, back pain, sagittal vertical axis (SVA), pelvic incidence–lumbar lordosis mismatch (PI-LL), primary version revision, T1 spinopelvic inclination angle (T1SPI), American Society of Anesthesiologists (ASA) grade, T1 pelvic angle (T1PA), SRS pain, SRS total. Conclusions: A successful model was built predicting ODI MCID. Most important predictors were not modifiable surgical parameters, indicating that baseline clinical and radiographic status is a critical factor for reaching ODI MCID. Level of Evidence: Level II.Item Unknown Development of Validated Computer-based Preoperative Predictive Model for Proximal Junction Failure (PJF) or Clinically Significant PJK With 86% Accuracy Based on 510 ASD Patients With 2-year Follow-up.(Spine, 2016-11) Scheer, Justin K; Osorio, Joseph A; Smith, Justin S; Schwab, Frank; Lafage, Virginie; Hart, Robert A; Bess, Shay; Line, Breton; Diebo, Bassel G; Protopsaltis, Themistocles S; Jain, Amit; Ailon, Tamir; Burton, Douglas C; Shaffrey, Christopher I; Klineberg, Eric; Ames, Christopher P; International Spine Study GroupStudy design
A retrospective review of large, multicenter adult spinal deformity (ASD) database.Objective
The aim of this study was to build a model based on baseline demographic, radiographic, and surgical factors that can predict clinically significant proximal junctional kyphosis (PJK) and proximal junctional failure (PJF).Summary of background data
PJF and PJK are significant complications and it remains unclear what are the specific drivers behind the development of either. There exists no predictive model that could potentially aid in the clinical decision making for adult patients undergoing deformity correction.Methods
Inclusion criteria: age ≥18 years, ASD, at least four levels fused. Variables included in the model were demographics, primary/revision, use of three-column osteotomy, upper-most instrumented vertebra (UIV)/lower-most instrumented vertebra (LIV) levels and UIV implant type (screw, hooks), number of levels fused, and baseline sagittal radiographs [pelvic tilt (PT), pelvic incidence and lumbar lordosis (PI-LL), thoracic kyphosis (TK), and sagittal vertical axis (SVA)]. PJK was defined as an increase from baseline of proximal junctional angle ≥20° with concomitant deterioration of at least one SRS-Schwab sagittal modifier grade from 6 weeks postop. PJF was defined as requiring revision for PJK. An ensemble of decision trees were constructed using the C5.0 algorithm with five different bootstrapped models, and internally validated via a 70 : 30 data split for training and testing. Accuracy and the area under a receiver operator characteristic curve (AUC) were calculated.Results
Five hundred ten patients were included, with 357 for model training and 153 as testing targets (PJF: 37, PJK: 102). The overall model accuracy was 86.3% with an AUC of 0.89 indicating a good model fit. The seven strongest (importance ≥0.95) predictors were age, LIV, pre-operative SVA, UIV implant type, UIV, pre-operative PT, and pre-operative PI-LL.Conclusion
A successful model (86% accuracy, 0.89 AUC) was built predicting either PJF or clinically significant PJK. This model can set the groundwork for preop point of care decision making, risk stratification, and need for prophylactic strategies for patients undergoing ASD surgery.Level of evidence
3.Item Open Access Frailty and Health-Related Quality of Life Improvement Following Adult Spinal Deformity Surgery.(World neurosurgery, 2018-04) Reid, Daniel BC; Daniels, Alan H; Ailon, Tamir; Miller, Emily; Sciubba, Daniel M; Smith, Justin S; Shaffrey, Christopher I; Schwab, Frank; Burton, Douglas; Hart, Robert A; Hostin, Richard; Line, Breton; Bess, Shay; Ames, Christopher P; International Spine Study GroupAlthough the Adult Spinal Deformity Frailty Index (ASD-FI) predicts major complications and prolonged hospital length of stay after adult spinal deformity surgery, the impact of frailty on postoperative changes in health-related quality of life (HRQoL) is unknown.Patients who underwent instrumented fusion of ≥4 levels for adult spinal deformity with minimum 2-year follow-up were stratified by Adult Spinal Deformity Frailty Index score into 3 groups: nonfrail, frail, and severely frail. Baseline and follow-up demographics, HRQoL measures, and radiographic parameters were analyzed. Primary outcome measures included proportion of patients who achieved substantial clinical benefit (SCB) in terms of Oswestry Disability Index, 36-Item Short Form Health Survey Physical Component Summary, and numeric back and leg pain scores.Inclusion criteria were met by 332 patients (135 nonfrail, 175 frail, 22 severely frail). Frail and severely frail patients were older and had more comorbidities, worse baseline HRQoL and pain scores, and worse radiographic deformity than nonfrail patients (P < 0.05). At 2-year follow-up, all outcome scores were worse in frail and severely frail patients compared with nonfrail patients. Frail patients improved more than nonfrail patients and were more likely to reach SCB for Oswestry Disability Index (43.7% vs. 29.3%; P = 0.025), 36-Item Short Form Health Survey Physical Component Summary (56.9% vs. 51.2%; P = 0.03), and leg pain (45.8% vs. 23.0%; P = 0.03) scores, but not back pain (57.5% vs. 63.4%; P = 0.045) score.Despite higher risk stratification and worse baseline HRQoL, frail patients were more likely to reach SCB for most HRQoL measures compared with nonfrail patients. Severely frail patients were the least likely to reach SCB for most HRQoL measures.Item Open Access Impact of Movement Disorders on Management of Spinal Deformity in the Elderly.(Neurosurgery, 2015-10) Ha, Yoon; Oh, Jae Keun; Smith, Justin S; Ailon, Tamir; Fehlings, Michael G; Shaffrey, Christopher I; Ames, Christopher PSpinal deformities are frequent and disabling complications of movement disorders such as Parkinson disease and multiple system atrophy. The most distinct spinal deformities include camptocormia, antecollis, Pisa syndrome, and scoliosis. Spinal surgery has become lower risk and more efficacious for complex spinal deformities, and thus more appealing to patients, particularly those for whom conservative treatment is inappropriate or ineffective. Recent innovations and advances in spinal surgery have revolutionized the management of spinal deformities in elderly patients. However, spinal deformity surgeries in patients with Parkinson disease remain challenging. High rates of mechanical complications can necessitate revision surgery. The success of spinal surgery in patients with Parkinson disease depends on an interdisciplinary approach, including both surgeons and movement disorder specialists, to select appropriate surgical patients and manage postoperative movement in order to decrease mechanical failures. Achieving appropriate correction of sagittal alignment with strong biomechanical instrumentation and bone fusion is the key determinant of satisfactory results.Item Open Access Impact of preoperative depression on 2-year clinical outcomes following adult spinal deformity surgery: the importance of risk stratification based on type of psychological distress.(Journal of neurosurgery. Spine, 2016-10) Theologis, Alexander A; Ailon, Tamir; Scheer, Justin K; Smith, Justin S; Shaffrey, Christopher I; Bess, Shay; Gupta, Munish; Klineberg, Eric O; Kebaish, Khaled; Schwab, Frank; Lafage, Virginie; Burton, Douglas; Hart, Robert; Ames, Christopher P; International Spine Study GroupOBJECTIVE The objective of this study was to isolate whether the effect of a baseline clinical history of depression on outcome is independent of associated physical disability and to evaluate which mental health screening tool has the most utility in determining 2-year clinical outcomes after adult spinal deformity (ASD) surgery. METHODS Consecutively enrolled patients with ASD in a prospective, multicenter ASD database who underwent surgical intervention with a minimum 2-year follow-up were retrospectively reviewed. A subset of patients who completed the Distress and Risk Assessment Method (DRAM) was also analyzed. The effects of categorical baseline depression and DRAM classification on the Oswestry Disability Index (ODI), SF-36, and Scoliosis Research Society questionnaire (SRS-22r) were assessed using univariate and multivariate linear regression analyses. The probability of achieving ≥ 1 minimal clinically important difference (MCID) on the ODI based on the DRAM's Modified Somatic Perceptions Questionnaire (MSPQ) score was estimated. RESULTS Of 267 patients, 66 (24.7%) had self-reported preoperative depression. Patients with baseline depression had significantly more preoperative back pain, greater BMI and Charlson Comorbidity Indices, higher ODIs, and lower SRS-22r and SF-36 Physical/Mental Component Summary (PCS/MCS) scores compared with those without self-reported baseline depression. They also had more severe regional and global sagittal malalignment. After adjusting for these differences, preoperative depression did not impact 2-year ODI, PCS/MCS, or SRS-22r totals (p > 0.05). Compared with those in the "normal" DRAM category, "distressed somatics" (n = 11) had higher ODI (+23.5 points), lower PCS (-10.9), SRS-22r activity (-0.9), and SRS-22r total (-0.8) scores (p ≤ 0.01), while "distressed depressives" (n = 25) had lower PCS (-8.4) and SRS-22r total (-0.5) scores (p < 0.05). After adjusting for important covariates, each additional point on the baseline MSPQ was associated with a 0.8-point increase in 2-year ODI (p = 0.03). The probability of improving by at least 1 MCID in 2-year ODI ranged from 77% to 21% for MSPQ scores 0-20, respectively. CONCLUSIONS A baseline clinical history of depression does not correlate with worse 2-year outcomes after ASD surgery after adjusting for baseline differences in comorbidities, health-related quality of life, and spinal deformity severity. Conversely, DRAM improved risk stratification of patient subgroups predisposed to achieving suboptimal surgical outcomes. The DRAM's MSPQ was more predictive than MCS and SRS mental domain for 2-year outcomes and may be a valuable tool for surgical screening.Item Open Access Long-Segment Fusion for Adult Spinal Deformity Correction Using Low-Dose Recombinant Human Bone Morphogenetic Protein-2: A Retrospective Review of Fusion Rates.(Neurosurgery, 2016-08) Schmitt, Paul J; Kelleher, John P; Ailon, Tamir; Heller, Joshua E; Kasliwal, Manish K; Shaffrey, Christopher I; Smith, Justin SBackground
Although use of very high-dose recombinant human bone morphogenetic protein-2 (rhBMP-2) has been reported to markedly improve fusion rates in adult spinal deformity (ASD) surgery, most centers use much lower doses due to cost constraints. How effective these lower doses are for fusion enhancement remains unclear.Objective
To assess fusion rates using relatively low-dose rhBMP-2 for ASD surgery.Methods
This was a retrospective review of consecutive ASD patients that underwent thoracic to sacral fusion. Patients that achieved 2-year follow-up were analyzed. Impact of patient and surgical factors on fusion rate was assessed, and fusion rates were compared with historical cohorts.Results
Of 219 patients, 172 (78.5%) achieved 2-year follow-up and were analyzed. Using an average rhBMP-2 dose of 3.1 mg/level (average total dose = 35.9 mg/case), the 2-year fusion rate was 73.8%. Cancellous allograft, local autograft, and very limited iliac crest bone graft (<20 mL, obtained during iliac bolt placement) were also used. On multivariate analysis, female sex was associated with a higher fusion rate, whereas age, comorbidity score, deformity type, and 3-column osteotomy were not. There were no complications directly attributable to rhBMP-2.Conclusion
Fusion rates for ASD using low-dose rhBMP-2 were comparable to those reported for iliac crest bone graft but lower than for high-dose rhBMP-2. Importantly, there were substantial differences between patients in the present series and those in the historical comparison groups that could not be fully adjusted for based on available data. Prospective evaluation of rhBMP-2 dosing for ASD surgery is warranted to define the most appropriate dose that balances benefits, risks, and costs.Abbreviations
ASD, adult spinal deformityICBG, iliac crest bone graftOR, odds ratiorhBMP-2, recombinant human bone morphogenetic protein-2RR, risk ratioTCO, 3-column osteotomy.Item Open Access Outcomes of Operative and Nonoperative Treatment for Adult Spinal Deformity: A Prospective, Multicenter, Propensity-Matched Cohort Assessment With Minimum 2-Year Follow-up.(Neurosurgery, 2016-06) Smith, Justin S; Lafage, Virginie; Shaffrey, Christopher I; Schwab, Frank; Lafage, Renaud; Hostin, Richard; OʼBrien, Michael; Boachie-Adjei, Oheneba; Akbarnia, Behrooz A; Mundis, Gregory M; Errico, Thomas; Kim, Han Jo; Protopsaltis, Themistocles S; Hamilton, D Kojo; Scheer, Justin K; Sciubba, Daniel; Ailon, Tamir; Fu, Kai-Ming G; Kelly, Michael P; Zebala, Lukas; Line, Breton; Klineberg, Eric; Gupta, Munish; Deviren, Vedat; Hart, Robert; Burton, Doug; Bess, Shay; Ames, Christopher P; International Spine Study GroupBackground
High-quality studies that compare operative and nonoperative treatment for adult spinal deformity (ASD) are needed.Objective
To compare outcomes of operative and nonoperative treatment for ASD.Methods
This is a multicenter, prospective analysis of consecutive ASD patients opting for operative or nonoperative care. Inclusion criteria were age >18 years and ASD. Operative and nonoperative patients were propensity matched with the baseline Oswestry Disability Index, Scoliosis Research Society-22r, thoracolumbar/lumbar Cobb angle, pelvic incidence-to-lumbar lordosis mismatch (PI-LL), and leg pain score. Analyses were confined to patients with a minimum of 2 years of follow-up.Results
Two hundred eighty-six operative and 403 nonoperative patients met the criteria, with mean ages of 53 and 55 years, 2-year follow-up rates of 86% and 55%, and mean follow-up of 24.7 and 24.8 months, respectively. At baseline, operative patients had significantly worse health-related quality of life (HRQOL) based on all measures assessed (P < .001) and had worse deformity based on pelvic tilt, pelvic incidence-to-lumbar lordosis mismatch, and sagittal vertical axis (P ≤ .002). At the minimum 2-year follow-up, all HRQOL measures assessed significantly improved for operative patients (P < .001), but none improved significantly for nonoperative patients except for modest improvements in the Scoliosis Research Society-22r pain (P = .04) and satisfaction (P < .001) domains. On the basis of matched operative-nonoperative cohorts (97 in each group), operative patients had significantly better HRQOL at follow-up for all measures assessed (P < .001), except Short Form-36 mental component score (P = .06). At the minimum 2-year follow-up, 71.5% of operative patients had ≥1 complications.Conclusion
Operative treatment for ASD can provide significant improvement of HRQOL at a minimum 2-year follow-up. In contrast, nonoperative treatment on average maintains presenting levels of pain and disability.Abbreviations
ASD, adult spinal deformityHRQOL, health-related quality of lifeLL, lumbar lordosisMCID, minimal clinically important differenceNRS, numeric rating scaleODI, Oswestry Disability IndexPI, pelvic incidenceSF-36, Short Form-36SRS-22r, Scoliosis Research Society-22rSVA, sagittal vertical axis.Item Open Access Outcomes of Operative Treatment for Adult Cervical Deformity: A Prospective Multicenter Assessment With 1-Year Follow-up.(Neurosurgery, 2018-11) Ailon, Tamir; Smith, Justin S; Shaffrey, Christopher I; Kim, Han Jo; Mundis, Gregory; Gupta, Munish; Klineberg, Eric; Schwab, Frank; Lafage, Virginie; Lafage, Renaud; Passias, Peter; Protopsaltis, Themistocles; Neuman, Brian; Daniels, Alan; Scheer, Justin K; Soroceanu, Alex; Hart, Robert; Hostin, Rick; Burton, Douglas; Deviren, Vedat; Albert, Todd J; Riew, K Daniel; Bess, Shay; Ames, Christopher P; International Spine Study GroupBACKGROUND:Despite the potential for profound impact of adult cervical deformity (ACD) on function and health-related quality of life (HRQOL), there are few high-quality studies that assess outcomes of surgical treatment for these patients. OBJECTIVE:To determine the impact of surgical treatment for ACD on HRQOL. METHODS:We conducted a prospective cohort study of surgically treated ACD patients eligible for 1-yr follow-up. Baseline deformity characteristics, surgical parameters, and 1-yr HRQOL outcomes were assessed. RESULTS:Of 77 ACD patients, 55 (71%) had 1-yr follow-up (64% women, mean age of 62 yr, mean Charlson Comorbidity Index of 0.6, previous cervical surgery in 47%). Diagnoses included cervical sagittal imbalance (56%), cervical kyphosis (55%), proximal junctional kyphosis (7%) and coronal deformity (9%). Posterior fusion was performed in 85% (mean levels = 10), and anterior fusion was performed in 53% (mean levels = 5). Three-column osteotomy was performed in 24% of patients. One year following surgery, ACD patients had significant improvement in Neck Disability Index (50.5 to 38.0, P < .001), neck pain numeric rating scale score (6.9 to 4.3, P < .001), EuroQol 5 dimension (EQ-5D) index (0.51 to 0.66, P < .001), and EQ-5D subscores: mobility (1.9 to 1.7, P = .019), usual activities (2.2 to 1.9, P = .007), pain/discomfort (2.4 to 2.1, P < .001), anxiety/depression (1.8 to 1.5, P = .014). CONCLUSION:Based on a prospective multicenter series of ACD patients, surgical treatment provided significant improvement in multiple measures of pain and function, including Neck Disability Index, neck pain numeric rating scale score, and EQ-5D. Further follow-up will be necessary to assess the long-term durability of these improved outcomes.Item Open Access Patient Satisfaction After Adult Spinal Deformity Surgery Does Not Strongly Correlate With Health-Related Quality of Life Scores, Radiographic Parameters, or Occurrence of Complications.(Spine, 2017-05) Hamilton, David Kojo; Kong, Christopher; Hiratzka, Jayme; Contag, Alec G; Ailon, Tamir; Line, Breton; Daniels, Alan; Smith, Justin S; Passias, Peter; Protopsaltis, Themistocles; Sciubba, Daniel; Burton, Douglas; Shaffrey, Christopher; Klineberg, Eric; Mundis, Gregory; Kim, Han-Jo; Lafage, Virginie; Lafage, Renaud; Scheer, Justin; Boachie-Adjei, Oheneba; Bess, Shay; Hart, Robert AStudy design
This is a multicenter retrospective review of prospectively collected cases.Objective
Our objective was to evaluate the relationship between patient satisfaction, health-related quality of life (HRQoL) scores, complications, and radiographic measures at 2 years postoperative follow-up.Summary of background data
For patients receiving operative management for adult spine deformity (ASD), the relationship between HRQoL measures, radiographic parameters, postoperative complications, and self-reported satisfaction remains unclear.Methods
Data from 248 patients across 11 centers within the United States who underwent thoracolumbar fusion for ASD and had a minimum of 2 years follow-up was collected. Pre- and postoperative scores were obtained from the Scoliosis Research Society 22-item (SRS-22r), the Oswestry Disability Index (ODI), the 36-Item Short Form Health Survey (SF-36), and the Visual Analogue Scale. Sagittal vertical axis, coronal C7 plumbline, lumbar lordosis, pelvic tilt, T1 pelvic angle, and the difference between pelvic incidence and lumbar lordosis were assessed using postoperative radiographic films. Satisfaction (SAT) was assessed using the SRS-22r; patients were categorized as highly satisfied (HS) or less satisfied (LS). The correlation between SAT and HRQoL scores, radiographic parameters, and complications was determined.Results
When compared with LS (n = 60) patients, HS (n = 188) patients demonstrated greater improvement in final ODI, SF-36 component scores, SRS-Total, and Visual Analogue Scale back scores (P < 0.05). The correlations between SAT and the final follow-up and 2 year change from baseline values were moderate for Mental Component Summary, Physical Component Summary, and ODI or weak for HRQoL scores (P < 0.0001). The HS and LS groups were equal in pre- or final postoperative radiographic parameters. Occurrence of complications had no effect on satisfaction.Conclusion
Among operatively treated ASD patients, satisfaction was moderately correlated with some HRQoL measures, and not with radiographic changes or postoperative complications. Other factors, such as patient expectations and relationship with the surgeon, may be stronger drivers of patient satisfaction.Level of evidence
3.Item Open Access Patients with Adult Spinal Deformity with Previous Fusions Have an Equal Chance of Reaching Substantial Clinical Benefit Thresholds in Health-Related Quality of Life Measures but Do Not Reach the Same Absolute Level of Improvement(World Neurosurgery, 2018-05) Ailon, Tamir; Smith, Justin S; Shaffrey, Christopher I; Soroceanu, Alex; Lafage, Virginie; Schwab, Frank; Burton, Douglas; Hart, Robert; Kim, Han Jo; Gum, Jeffrey; Hostin, Richard; Kelly, Michael P; Glassman, Steven; Scheer, Justin K; Bess, Shay; Ames, Christopher P; International Spine Study Group© 2018 Elsevier Inc. Background: Substantial clinical benefit (SCB) represents a threshold above which patients recognize substantial improvement and represents a rational target for defining clinical success. In adult spinal deformity (ASD) surgery, previous fusions may impact outcomes after deformity correction. Objective: To investigate the impact of previous spinal fusion on the likelihood of reaching SCB thresholds for 2-year health-related quality of life (HRQOL) after ASD surgery. Methods: We conducted a retrospective review comparing baseline demographic, HRQOL, and radiographic features for patients with ASD undergoing primary versus revision procedures. The primary outcome measure was reaching SCB threshold in Oswestry Disability Index (ODI), SF-36 Physical Component Summary (PCS), and back and leg pain (numeric rating scale). Secondary outcomes included absolute and change scores in ODI, PCS, and back and leg pain. Results: In total, 332 patients achieved 2-year follow-up (228 primary; 104 revision cases). Those undergoing revision surgery had similar demographic features (age 58.3/55.9, female 80.8%/82.9%) to patients undergoing primary surgery. They had worse baseline HRQOL (ODI 48.5/41.2, PCS 29.5/33.4, back 7.5/7.0, and leg pain 4.9/4.3; P < 0.001) and radiographic deformity (sagittal vertical axis 111.4/45.1, lumbopelvic mismatch 26.7/11.0, pelvic tilt 29.5/21.0; P < 0.0001). Nevertheless, the number of patients who reached SCB for ODI (38.3/36.3%), PCS (48.5/53.4%), back (53.1/60.5%), and leg pain numeric rating scale (28.6/36.9%) did not significantly differ. Revision patients had worse 2-year HRQOL for all measures. Conclusions: Patients undergoing revision surgery have worse baseline HRQOL and deformity. Although they do not achieve the same absolute level of 2-year HRQOL outcome, they have a similar likelihood of reaching SCB threshold for improvement in 2-year HRQOL.Item Open Access Predictive Modeling of Length of Hospital Stay Following Adult Spinal Deformity Correction: Analysis of 653 Patients with an Accuracy of 75% within 2 Days.(World neurosurgery, 2018-07) Safaee, Michael M; Scheer, Justin K; Ailon, Tamir; Smith, Justin S; Hart, Robert A; Burton, Douglas C; Bess, Shay; Neuman, Brian J; Passias, Peter G; Miller, Emily; Shaffrey, Christopher I; Schwab, Frank; Lafage, Virginie; Klineberg, Eric O; Ames, Christopher P; International Spine Study GroupLength of stay (LOS) after surgery for adult spinal deformity (ASD) is a critical period that allows for optimal recovery. Predictive models that estimate LOS allow for stratification of high-risk patients.A prospectively acquired multicenter database of patients with ASD was used. Patients with staged surgery or LOS >30 days were excluded. Univariable predictor importance ≥0.90, redundancy, and collinearity testing were used to identify variables for model building. A generalized linear model was constructed using a training dataset developed from a bootstrap sample; patients not randomly selected for the bootstrap sample were selected to the training dataset. LOS predictions were compared with actual LOS to calculate an accuracy percentage.Inclusion criteria were met by 653 patients. The mean LOS was 7.9 ± 4.1 days (median 7 days; range, 1-28 days). Following bootstrapping, 893 patients were modeled (653 in the training model and 240 in the testing model). Linear correlations for the training and testing datasets were 0.632 and 0.507, respectively. The prediction accuracy within 2 days of actual LOS was 75.4%.Our model successfully predicted LOS after ASD surgery with an accuracy of 75% within 2 days. Factors relating to actual LOS, such as rehabilitation bed availability and social support resources, are not captured in large prospective datasets. Predictive analytics will play an increasing role in the future of ASD surgery, and future models will seek to improve the accuracy of these tools.Item Open Access Progressive Spinal Kyphosis in the Aging Population.(Neurosurgery, 2015-10) Ailon, Tamir; Shaffrey, Christopher I; Lenke, Lawrence G; Harrop, James S; Smith, Justin SThoracic kyphosis tends to increase with age. Hyperkyphosis is defined as excessive curvature of the thoracic spine and may be associated with adverse health effects. Hyperkyphosis in isolation or as a component of degenerative kyphoscoliosis has important implications for the surgical management of adult spinal deformity. Our objective was to review the literature on the epidemiology, etiology, natural history, management, and outcomes of thoracic hyperkyphosis. We performed a narrative review of literature on thoracic hyperkyphosis and its implications for adult spinal deformity surgery. Hyperkyphosis has a prevalence of 20% to 40% and is more common in the geriatric population. The cause is multifactorial and involves an interaction between degenerative changes, vertebral compression fractures, muscular weakness, and altered biomechanics. It may be associated with adverse health consequences including impaired physical function, pain and disability, impaired pulmonary function, and increased mortality. Nonoperative management may slow the progression of kyphosis and improve function. Surgery is rarely performed for isolated hyperkyphosis in the elderly due to the associated risk, but is an option when kyphosis occurs in the context of significant deformity. In this scenario, increased thoracic kyphosis influences selection of fusion levels and overall surgical planning. Kyphosis is common in older individuals and is associated with adverse health effects and increased mortality. Current evidence suggests a role for nonoperative therapies in reducing kyphosis and delaying its progression. Isolated hyperkyphosis in the elderly is rarely treated surgically; however, increased thoracic kyphosis as a component of global spinal deformity has important implications for patient selection and operative planning.