Skip to main content
Global Spine Journal logoLink to Global Spine Journal
. 2024 Nov 19;15(4):2443–2449. doi: 10.1177/21925682241303103

Despite a Multifactorial Etiology, Rates of Distal Junctional Kyphosis After Adult Cervical Deformity Corrective Surgery Can be Dramatically Diminished by Optimizing Age Specific Radiographic Improvement

Jamshaid M Mir 1, Oluwatobi O Onafowokan 1,2, Pawel P Jankowski 3, Oscar Krol 1, Tyler Williamson 1, Ankita Das 1, Zach Thomas 4, Benjamin Padon 1, Andrew J Schoenfeld 5, Muhammad Burhan Janjua 6, Peter G Passias 1,2,
PMCID: PMC11577333  PMID: 39561223

Abstract

Study Design

Retrospective cohort study of a prospectively collected single-center database.

Objective

Distal Junctional Kyphosis (DJK) is one of the most common complications in adult cervical deformity (ACD) correction. The utility of radiographic alignment alone in predicting and minimizing DJK occurrence warrants further study. To investigate the impact of post-operative radiographic alignment on development of DJK in ACD patients.

Methods

ACD patients (≥18 yrs) with complete baseline (BL) and two-year (2Y) radiographic data were included. DJF was defined as DJK greater than 15° (Passias et al) or DJK with reop. Multivariable logistic regression (MVA) identified 3-month predictors of DJK. Conditional inference tree (CIT) machine learning analysis determined threshold cutoffs. Radiographic predictors were combined in a model to determine predictive value using area under the curve (AUC) methodology. “Match” refers to ideal age-adjusted alignment.

Results

140 cervical deformity patients met inclusion criteria (61.3 yrs, 67% F, BMI: 29 kg/m2, CCI: 0.96 ± 1.3). Surgically, 51.3% had osteotomies, 47.1% had a posterior approach, 34.5% combined approach, 18.5% anterior approach, with an average 7.6 ± 3.8 levels fused and EBL of 824 mL. Overall, 33 patients (23.6%) developed DJK, and 11 patients (9%) developed DJF. MVA controlling for age, and baseline deformity, followed by CIT found 3M cSVA <3.7 cm (OR: .2, 95% CI:.06-.6), and TK T4-T12 <50 (OR:.17, 95% CI:.05-.5, both P < .05) were significant predictors of a lower likelihood of DJK. Receiver operator curve AUC using age, T1S match, TS-CL match, LL-TK match, cSVA <3.7 cm, and T4-T12 <50 predicted DJK with an AUC of .91 for DJK by 2Y, and .88 for DJF by 2Y.

Conclusion

These findings suggest post-operative radiographic alignment is strongly associated with distal junctional kyphosis. When utilizing age-adjusted realignment in addition to newly developed thresholds, a suggested post-operative cSVA target of 3.7 cm and thoracic kyphosis less than 50, it is possible to substantially reduce the occurrence of distal junctional kyphosis and distal junctional failure.

Keywords: cervical deformity, spine, C2 slope, T1 slope, clinical outcomes, DJK, DJF, reoperation

Keywords: III

Introduction

Cervical deformity frequently produces major disability, manifesting through neurological deficits, axial and upper extremity pain.1-5 The differing presentations of cervical deformity make identifying the etiology difficult. Previous research has sought to devise classifications that properly stratify the severity of deformity across novel cervical parameters.6,7 Yet, when compared to the realignment schema in adult spinal deformity surgery, less progress has been made and poor outcomes continue to plague the postoperative course of cervical deformity corrective surgery.6-9

The goals of adult cervical deformity (ACD) corrective surgery are to improve patient outcomes through restoration of ideal alignment and horizontal gaze.3-5 Due to advances in surgical technology and peri-operative management and planning, post-operative cervical deformity patients have experienced substantial clinical improvement. By utilizing post-operative radiographic alignment, age-specific spinopelvic parameters can be applied to designate age-specific realignment thresholds for adult spinal deformity (ASD). These thresholds are critical for more precise pre-operative planning to ensure better patient experiences and clinical results. The age-specific values for spinopelvic sagittal parameters can be measured as PI-LL (mismatch between pelvic incidence and L1-S2 lumbar lordosis), PT (pelvic tilt), SVA (global alignment measured via the sagittal vertical axis), TPA (T1 pelvic angle). 1 More cervical-specific parameters can also be applied to evaluate postoperative changes, such as the C2-C7 coronal Cobb angle, cSVA (cervical sagittal vertical axis), T1 slope, C2 slope, and TS-CL (T1 slope minus cervical lordosis). 2 These parameters can be assessed from baseline and post-operative radiograph analyses to evaluate for the development of Distal Junctional Kyphosis (DJK) or Distal Junctional Failure (DJF), post-cervical deformity correction surgery.

The most common type of deformity in the cervical spine is kyphosis, which can be associated with degenerative, iatrogenic, neuromuscular pathologies, myelopathy and post-laminectomy syndrome. 6 DJK is a primary clinical consequence when correcting for cervical deformity, and can result in failed realignment and revision surgery.6,7 The development of DJK is radiographically defined as a loss of alignment at one or two levels distal to the lowest instrumented vertebra. This is typically due to a fixation failure, adjacent level fracture, or spondylolisthesis, and can progress into a DJF.

We propose that post-operative radiographic alignment can be utilized in the prediction of the development of distal junctional kyphosis, post-cervical deformity correction surgery. Our analysis will be based on the application of age-adjusted realignment measures to develop thresholds for post-operative patients, to better predict the development of DJK and DJF.

Materials and Methods

Study Inclusion Criteria

Patients with a clinical diagnosis of cervical spine deformity, greater or equal to 18 years of age, undergoing cervical fusion procedures by a single spine surgeon were included in the dataset. The database required the upper-instrumented vertebra (UIV) of the fusion construct above the level of C7 AND radiographic evidence of cervical deformity, defined previously as meeting at least one of the following radiographic parameters: C2-C7 lordosis <−15°, TS-CL >35°, segmental cervical kyphosis >15° across any 3 vertebrae between C2-T1, C2-C7 SVA >4 cm, McGregor’s slope >20°, or CBVA >25°, measured with preoperative radiographs.10,11 Patients included had radiographic data at baseline and up to 2-years postoperatively examined. Institutional Review Board approval was obtained prior to enrollment, and every patient gave consent before data collection (Tables 15).

Table 1.

Baseline Cohort Details.

Baseline Demographics
 Age 57.6 ± 10.0 years
 Gender 60% F
 BMI 28.7 ± 7.1 kg/m2
 CCI 0.9 ± 1.2
 Frailty 0.25 ± 0.13
Surgical Details
 EBL 791 mL
 Operative Time 393 min
 Number of Levels Fused 5.5 ± 3.0 levels
 Surgical Approach Anterior: 14.7%, Posterior: 46.1%, Combined: 39.2%
 Length of Stay 4.6 ± 3.0 days
Radiographic Parameters
 TS-CL 28.8 ± 18.0°
 C2-C7 Lordosis −2.8 ± 14.9°
 C2-slope 25.9 ± 17.5°
 T1-slope 28.3 ± 14.5°
 cSVA 27.0 ± 22.3 mm
 McGregor Slope −0.2 ± 11.3°
Baseline HRQLs
 EQ5D VAS 59.2
 NDI 55.3
 NRS Neck 7.4
 mJOA Score 13.0

Table 2.

Outcomes by 2Y Based on T1 Slope Thresholds.

Below T1S Optimal Threshold (%) Above T1S Optimal Threshold (%) P-value Below T1S Severe Threshold (%) Above T1S Severe Threshold (%) P-value
Virk’s Good Clinical Outcome 78.6 43.8 .001 58.1 26.7 .025
DJK 16.0 40.9 .012 29.6 60.0 .023
DJF 8.0 14.1 .434 8.6 33.3 .008
Reoperation 28.0 21.1 .487 18.5 46.7 .017
Optimal Outcome 78.6 39.7 <.001 55.8 20.0 .007

Table 3.

Outcomes by 2Y Based on C2 Slope Thresholds.

Below C2S Optimal Threshold (%) Above C2S Optimal Threshold (%) P-value Below C2S Severe Threshold (%) Above C2S Severe Threshold (%) P-value
Virk’s Good Clinical Outcome 88.2 41.8 <.001 58.4 14.3 .021
DJK 7.7 43.1 .001 33.8 60.0 .113
DJF 7.7 16.9 .317 8.8 60.0 <.001
Reoperation 15.4 29.2 .257 21.1 85.7 .001
Optimal Outcome 94.1 44.8 <.001 55.8 0.0 <.001

Table 4.

Outcomes by 2Y Based on Both Slope Thresholds.

Below Both Optimal Thresholds (%) Remaining Cohort (%) P-value
Virk’s Good Clinical Outcome 100 42.2 <.001
DJK 0 40.7 <.001
DJF 0 14.8 <.001
Reoperation 9.1 25.9 .122
Optimal Outcome 100 45.8 <.001

Table 5.

Ames.

Ames Cervical Deformity Classification
Modifiers
Baseline 0 + ++
 cSVA 6.9% 48.3% 44.8%
 CBVA 32.1% 42.7% 25.2%
 TS-CL 10.4% 4.9% 84.7%
 mJOA 25.5% 38.3% 25.5%
3 Month
 cSVA 80.7% 19.3% 0%
 CBVA 50.6% 36.2% 13.2%
 TS-CL 20.5% 12.5% 67.0%
 mJOA 19.3% 25.7% 17.9%
2 Year
 cSVA 97.9% 2.1% 0%
 CBVA 75% 25% 0%
 TS-CL 26.1% 15.2% 58.7%
 mJOA 25.0% 27.7% 15.7%

Data Collection

Demographic data included age, gender, body mass index (BMI), history of prior cervical fusion, frailty index per the modified cervical deformity frailty index by Passias et al (mCD-FI), and baseline comorbidities incorporated into a score known as the Charlson Comorbidity Index (CCI).12,13 Surgical data collected included number of levels fused, estimated blood loss, operative time, surgical approach, decompression type (discectomy, foraminotomy, corpectomy, laminectomy), and osteotomy type (Smith-Peterson, incomplete/complete facet), as well as perioperative details such as length of stay, admission to the surgical intensive care unit (SICU), and disposition status upon discharge. Complication assessments were made based on review of imaging, patient reports, and clinical follow-up.

Radiographic Assessment

Baseline and up to 2-year postoperative radiographs were measured using validated software programming (SpineView; ENSAM Laboratory of Biomechanics, Paris, France) at a single academic center.14-16 Cervical sagittal alignment and balance were evaluated using C2-7 Cobb angle for cervical lordosis (CL: angle between the lower endplates of C2 and C7), C2 slope, T1 slope (T1S), cervical sagittal vertical axis (cSVA: C2 plumbline offset from the posterosuperior corner of C7), and the mismatch between T1 slope and CL (TS-CL). Global sagittal alignment was assessed via the C7-S1 sagittal vertical axis (SVA), the mismatch between pelvic incidence and lumbar lordosis (PI-LL), pelvic tilt (PT), and thoracic kyphosis (T4-T12; TK).

Alignment classifications were also assessed. Baseline and postoperative alignment at three months and two years post-operatively in age adjusted cervical alignment, the Passias cervical deformity classification, Ames, and overall global using Global Alignment and Proportionality score (GAP).

Assessment of Distal Junctional Kyphosis and Failure

Distal junctional kyphosis, per previous literature, was defined per physician note or radiographically as DJK angle (kyphosis between the superior endplate of the lowest instrumented vertebra [LIV] and the inferior endplate of the second distal vertebra [LIV-2]) >15°, or DJK with reoperation.

Definition of Age-Adjusted Realignment Criteria

For each patient, the age-adjusted alignment targets were calculated based on prior literature values. Age-specific realignment thresholds were generated from radiographic spino-pelvic parameters, patient age, and physical component score (PCS), via linear regression analysis. Formulas for LL-TK, T1S, and TS-CL were generated as follows

TS:(age55)/4+28.75
TSCL:constantbetween14.5and26.5°
LLTK=(Age55)2+15

Statistical Analysis

Multivariable logistic regression was used to identify 3-month predictors of DJK. Conditional inference tree (CIT) machine learning was used to determine threshold cutoffs. A P-value lower than .05 would be recognized as reaching significance. Radiographic predictors were combined in a model to determine predictive value using area under the curve (AUC) methodology. “Match” refers to ideal age-adjusted alignment. All analyses were performed using SPSS.

Results

Cohort Overview

We included 140 CD patients in the present study. The mean age of the cohort was 61.3 years, 67% were female, mean BMI of 29 kg/m2, and mean CCI of 0.96 ± 1.3. Examination of surgical details revealed a mean levels fused of 7.6 ± 3.8, and average estimated blood loss (EBL) of 824 mL. By surgical approach, 51.3% had osteotomies, 17.9% of the cohort underwent an anterior-only approach, 47.1% a posterior-only, and 35% underwent combined anterior-posterior approach.

Baseline Radiographic Parameters

The mean baseline radiographic parameters were as follows: PT of 17.7 ± 8.9°, PI-LL of −2.0 ± 14.0°, SVA of −9.9 ± 58.9 mm, T2-T12 kyphosis (TK) of −41.5 ± 25.5°, C2-C7 lordosis of −2.8 ± 14.9°, T1-slope (T1S) of 28.3 ± 14.5°, TS-CL of 28.8 ± 18.0°, C2-Slope (C2S) of 25.9 ± 17.5°, cSVA of 27.0 ± 22.3 mm, C2-T3 Cobb angle of −8.3 ± 16.4°, and McGregor’s slope of −0.2 ± 11.3° (Table 1).

Post-Operative Radiographic Parameters

At 3 months postoperatively, the cohort had a mean C2 slope of 22.8 ± 13.9° and a T1-slope (T1S) of 34.7 ± 14.0°. By 2 years postoperatively, both parameters had slightly decreased with a C2 slope of 19.8 ± 9.7° and a T1-slope (T1S) of 30.7 ± 12.6°.

Radiographic Categorization

For Ames classification descriptors at baseline 54% were type C, 27% were type CT, 15% type T, and the lowest group was type S at 3%. Significant improvement in Ames modifiers were seen post-operatively. (Table 5). Age-adjusted analysis depicted under correction was significantly correlated with development of DJK and DJF (P < .05). Passias cervical deformity classification depicted.

Patient Reported Outcomes

Preoperatively NDI was 55, mJOA was 13, NRS neck was 7.4 and EQ5D VAS was 59. This improved postoperatively and was found to be 43.6 for NDI, mJOA was 14, NRS neck improved to 5.0, and EQ5d VAS 72.

Complications

Regarding complications, overall, 54.7% had complications. 28.2% developed DJK, and 11.8% developed DJF, with 23% reoperation and 14.8% failure. Minor complications were seen in 24%, while major were in 25%. Dysphagia was present in 3%, while 17% had neurological complications. The rates of DJK did not differ by surgical approach (anterior 20%, posterior 30.3%, combined 24.5%, P = 0.149)

Multivariable Analysis

Parameters and complication correlates at three months was conducted with multivariable analysis controlling for age, and baseline deformity, followed by CIT found three month cSVA <3.7 cm (OR: .2, 95% CI:.06-.6), and TK T4-T12 <50 (OR:.17, 95% CI:.05-.5, both P < .05) were significant predictors of a lower likelihood of DJK.

Prediction of Three-Month Alignment on Occurrence of DJK and DJF

Receiver operator curve AUC using age, T1S match, TS-CL match, LL-TK match, cSVA <3.7 cm, and T4-T12 <50 predicted DJK with an AUC of .91 for DJK by 2Y, and .88 for DJF by 2Y.

Discussion

Patients suffering from cervical deformity (CD) can undergo corrective surgery as a means to achieve a higher quality of life in both physical presentation, and pain experience. Many encouraging results have been published on the short-term outcomes of CD corrective surgery, but not as much has been evaluated for long-term patient experience and clinical presentation. 1 Although corrective surgery has been shown to have many beneficial clinical outcomes, there are often associated complications, depending on the complexity of the case, which can result in further spinal deformity. 2 Encouraging results have demonstrated that the use of post-operative radiographic analysis can be used to better predict the development of complications, such as DJK and DJF.17-21

Our research proposes the use of age-adjusted realignment thresholds in post-operative CD patients, to better evaluate for the progression of DJK, via established radiographic spinal parameters. This is an important contribution to the understanding of CD-corrective surgery outcomes, because it investigates radiographic age-adjusted thresholds which can better predict the development of DJK post-operatively. In our study 140 patients met the inclusion criteria, with an average age of 60 years, majority being female and overweight. Nearly half (47.1%) of the patients underwent a posterior approach, with a little more than half (51.3%) undergoing a three-column osteotomy and under 1L estimated blood loss during surgery. In terms of mechanical complications, 33 patients (23.6%) developed DJK, 11 patients (9%) developed DJF that required return to OR. A 3-month post-operative analysis, controlling for age and baseline deformity, demonstrated that of the patients who developed DJK and DJF from ACD corrective surgery, showed that a cSVA <3.7 cm (OR: 0.2, 95% CI: 0.06-0.6), TK T4-T12 <50 (OR: 0.17, 95% CI: 0.05-0.5, both P < 0.05) were significant predictors for a lower likelihood of DJK.

We also found that in a receiver operator curve using age, T1S match, TS-CL match, LL-TK match, cSVA <3.7 cm, and T4-T12 <50 predicted DJK with an AUC of 0.91 for DJK by 2Y, and 0.88 for DJF by 2Y. These findings show that there is a strong association between post-operative radiographic alignment and the development of DJK, and these thresholds can be used to help reduce the progression of DJK.

Although there have been many surgical advancements in CD corrective surgery, the reported rates of complications remain high.3-5 This is typically because of variability in surgical treatment, lack of readily defined radiographic intraoperative targets, and individual health issues affecting the patient such as frailty and bone quality. These factors can influence the development of DJK and DJF.6-8 Better understanding of both pre and post-operative factors that predispose patients to the development of DJK can help to prevent such complications and result in better outcomes for patients. A predictive model by Passias et al. was developed that was able to identify with an accuracy of 88% those individuals that were at risk of developing DJK following ACD corrective surgery. 6 However this model did not incorporate post operative radiographic alignment targets. Previous findings have demonstrated that CD patients with severe baseline malalignment were at increased risk of developing DJK irrespective of age-adjusted alignment radiographic alignment targets. 9 Our study, in comparison, utilized descriptive statistical analysis for characterization of the operative population and each cohort, followed by multivariable regression analysis for predictors of DJK. Conditional inference tree analysis was used to derive thresholds for operative radiographic targets. Then, ROC analysis was used to compare the efficacy of these predicted thresholds thereby showing that the radiographic targets established in our study are influenced by age adjusted metrics.

Other work has helped to develop composite alignment scores that are predictive of mechanical failures and the development of DJK, following ACDS based on offsets from age adjusted alignment targets. However, this method was predictive for the development of DJK at the 1 year post-op mark and included less patients than our study. 22

Likewise previous work analyzed various ACD procedures and patient malalignment to predict the incidence of DJK for up to 1 year. 23 Pre-operative C2-T1 tilt, cervical kyphosis, SVA and cervical lordosis were all shown be strong predictors of DJK at specific cut-off points. 23 However, this study did not incorporate age-adjusted alignment thresholds. The formulas in our study were generated from radiographic spino-pelvic parameters, patient age, and physical component score (PCS) via linear regression analysis based on previously published work.

This study has several notable limitations. The retrospective nature of this study could limit the findings and predispose to bias, including confounding by indication. The relatively small sample size might also create potential for restricted clinical variation and truncation in certain areas. The sample size also makes it difficult to ascertain significant findings from more granular analyses relative to the surgical approach. Additionally, ankylosing spondylitis is a notable etiology of ACD which was not present in our dataset. These patients require targeted surgical intervention specific to their needs, and the findings of this study may not be directly generalizable to this cohort of patients. Furthermore, as ACD is a heterogeneous condition, the radiographic parameters used to analyze ACD may lack precision. The statistical approach should also be viewed as exploratory, rather than definitive. There is also limited understanding of the clinical use of radiographic age-adjusted alignment measures as means to compare our findings to. Considering these issues, the findings presented here should be seen as hypothesis generating as opposed to clinically prescriptive. Further external validation in large-scale studies remains to be done before the results presented here can be considered truly clinically actionable.

Conclusions

There is a strong association between postoperative radiographic alignment and the development of DJK. When utilizing age-adjusted realignment in addition to newly developed thresholds, a suggested post-operative cSVA target of less than 3.7 cm and thoracic kyphosis less than 50°, it is possible to substantially reduce the occurrence of distal junctional kyphosis and distal junctional failure. Special attention to age, T1S, T1S-CL, LL-TK matching may also help guide early identification and prevention of DJK/DJF. Application of these thresholds can be used in future cervical deformity corrective surgery patients to better reduce the risk of complications such as DJK or DJF.

Footnotes

Author’s Note: Permission to reproduce Figure 1 and Figure 2 by Ames et al and Passias et al has been received.

The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.

Funding: The author(s) received no financial support for the research, authorship, and/or publication of this article.

Ethical Statement

Ethical Approval

Institutional Review Board approval was obtained before enrolling patients in the prospective database. (IRB # S18-006688). Informed consent was obtained from each patient prior to enrollment.

ORCID iDs

Oluwatobi O. Onafowokan https://orcid.org/0000-0002-7488-3227

Tyler Williamson https://orcid.org/0000-0003-2584-291X

Zach Thomas https://orcid.org/0000-0002-4563-6059

Peter G. Passias https://orcid.org/0000-0002-1479-4070

References

  • 1.Lafage R, Schwab F, Challier V, et al. Defining spino-pelvic alignment thresholds should operative goals in adult spinal deformity surgery account for age? Spine. 2016;41(1):62-68. doi: 10.1097/BRS.0000000000001171 [DOI] [PubMed] [Google Scholar]
  • 2.Lafage R, Smith JS, Elysee J, et al. Sagittal age-adjusted score (SAAS) for adult spinal deformity (ASD) more effectively predicts surgical outcomes and proximal junctional kyphosis than previous classifications. Spine Deform. 2022;10(1):121-131. doi: 10.1007/s43390-021-00397-1 [DOI] [PubMed] [Google Scholar]
  • 3.Deviren V, Scheer J, Ames C. Technique of cervicothoracic junction pedicle subtraction osteotomy for cervical sagittal imbalance: report of 11 cases. J Neurosurg Spine. 2011;15(2):174-181. [DOI] [PubMed] [Google Scholar]
  • 4.Suk KS, Kim KT, Lee SH, Kim JM. Significance of chin-brow vertical angle in correction of kyphotic deformity of ankylosing spondylitis patients. Spine. 2003;28(17):2001-2005. doi: 10.1097/01.BRS.0000083239.06023.78 [DOI] [PubMed] [Google Scholar]
  • 5.Passias PG, Jalai CM, Smith JS, et al. Characterizing adult cervical deformity and disability based on existing cervical and adult deformity classification schemes at presentation and following correction. Neurosurgery. 2018;82(2):192-201. doi: 10.1093/neuros/nyx175 [DOI] [PubMed] [Google Scholar]
  • 6.Passias PG, Vasquez-Montes D, Poorman GW, et al. Predictive model for distal junctional kyphosis after cervical deformity surgery. Spine J. 2018;18(12):2187-2194. doi: 10.1016/j.spinee.2018.04.017 [DOI] [PubMed] [Google Scholar]
  • 7.Protopsaltis T, Sissman E. Planning cervical deformity surgery including DJK prevention strategies. In: Lv X, Wang G, Wang J, Wu Z, eds. Frontiers in Clinical Neurosurgery. IntechOpen; 2021. doi: 10.5772/intechopen.94390. [DOI] [Google Scholar]
  • 8.Lowe TG, Lenke L, Betz R, et al. Distal junctional kyphosis of adolescent idiopathic thoracic curves following anterior or posterior instrumented fusion: incidence, risk factors, and prevention. Spine. 2006;31(3):299-302. doi: 10.1097/01.brs.0000197221.23109.fc [DOI] [PubMed] [Google Scholar]
  • 9.Scheer JK, Tang JA, Smith JS, et al. Cervical spine alignment, sagittal deformity, and clinical implications: a review. SPI. 2013;19(2):141-159. doi: 10.3171/2013.4.SPINE12838 [DOI] [PubMed] [Google Scholar]
  • 10.Kato S, Oshima Y, Matsubayashi Y, Taniguchi Y, Tanaka S, Takeshita K. Minimum clinically important difference and patient acceptable symptom state of Japanese orthopaedic association score in degenerative cervical myelopathy patients. Spine. 2019;44(10):691-697. doi: 10.1097/BRS.0000000000002928 [DOI] [PubMed] [Google Scholar]
  • 11.Soroceanu A, Smith JS, Lau D, et al. Establishing the minimum clinically important difference in neck disability index and modified Japanese orthopaedic association scores for adult cervical deformity. J Neurosurg Spine. 2020;33(4):441-445. doi: 10.3171/2020.3.SPINE191232 [DOI] [PubMed] [Google Scholar]
  • 12.Passias PG, Bortz CA, Segreto FA, et al. Development of a modified cervical deformity frailty index: a streamlined clinical tool for preoperative risk stratification. Spine. 2019;44(3):169-176. doi: 10.1097/BRS.0000000000002778 [DOI] [PubMed] [Google Scholar]
  • 13.Koller H, Ames C, Mehdian H, et al. Characteristics of deformity surgery in patients with severe and rigid cervical kyphosis (CK): results of the CSRS-Europe multi-centre study project. Eur Spine J. 2019;28(2):324-344. doi: 10.1007/s00586-018-5835-2 [DOI] [PubMed] [Google Scholar]
  • 14.Pierce KE, Passias PG, Brown AE, et al. Predictors of superior recovery kinetics in adult cervical deformity correction: an analysis using a novel area under the curve methodology. Spine. 2021;46(9):559-566. doi: 10.1097/BRS.0000000000003971 [DOI] [PubMed] [Google Scholar]
  • 15.Smith JS, Klineberg E, Lafage V, et al. Prospective multicenter assessment of perioperative and minimum 2-year postoperative complication rates associated with adult spinal deformity surgery. SPI. 2016;25(1):1-14. doi: 10.3171/2015.11.SPINE151036 [DOI] [PubMed] [Google Scholar]
  • 16.Shah NV, Jain I, Moattari CR, et al. Comparing predictors of complications after anterior cervical diskectomy and fusion, total disk arthroplasty, and combined anterior cervical diskectomy and fusion-total disk arthroplasty with a minimum 2-year follow-up. J Am Acad Orthop Surg. 2020;28(17):e759-e765. doi: 10.5435/JAAOS-D-19-00666 [DOI] [PubMed] [Google Scholar]
  • 17.Passias PG, Horn SR, Oh C, et al. Predicting the occurrence of postoperative distal junctional kyphosis in cervical deformity patients. Neurosurg. 2020;86(1):E38-E46. doi: 10.1093/neuros/nyz347 [DOI] [PubMed] [Google Scholar]
  • 18.Berjano P, Damilano M, Pejrona M, Langella F, Lamartina C. Revision surgery in distal junctional kyphosis. Eur Spine J. 2020;29(S1):86-102. doi: 10.1007/s00586-020-06304-y [DOI] [PubMed] [Google Scholar]
  • 19.Passias P, Horn S, Lafage V, et al. Effect of age-adjusted alignment goals and distal inclination angle on the fate of distal junctional kyphosis in cervical deformity surgery. J Craniovert Jun Spine. 2021;12(1):65-71. doi: 10.4103/jcvjs.jcvjs_170_20 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Horn SR, Passias PG, Oh C, et al. Predicting the combined occurrence of poor clinical and radiographic outcomes following cervical deformity corrective surgery. J Neurosurg Spine. 2020;32(2):182-190. doi: 10.3171/2019.7.SPINE18651 [DOI] [PubMed] [Google Scholar]
  • 21.Lau D, Joshi RS, Haddad AF, Deviren V, Ames CP. Incidence and risk factors of mechanical complications after posterior-based osteotomies for correction of moderate to severe adult cervical deformity: 1-year and 2-year follow-up. Neurosurgery. 2022;90(2):207-214. doi: 10.1227/NEU.0000000000001781 [DOI] [PubMed] [Google Scholar]
  • 22.Lafage R, Smith JS, Soroceanu A, et al. Predicting mechanical failure following cervical deformity surgery: a composite score integrating age-adjusted cervical alignment targets. Global Spine J. 2023;13(8):2432-2438. doi: 10.1177/21925682221086535 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.International Spine Study Group (ISSG) Passias PG, Horn SR, et al. Evaluating cervical deformity corrective surgery outcomes at 1-year using current patient-derived and functional measures: are they adequate? J Spine Surg. 2018;4(2):295-303. doi: 10.21037/jss.2018.05.29 [DOI] [PMC free article] [PubMed] [Google Scholar]

Articles from Global Spine Journal are provided here courtesy of SAGE Publications

RESOURCES