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Full-Body Radiographic Analysis of Postoperative Deviations From Age-Adjusted Alignment Goals in Adult Spinal Deformity Correction and Related Compensatory Recruitment

Passias, Peter G; Jalai, Cyrus M; Diebo, Bassel G; Cruz, Dana L; Poorman, Gregory W; Buckland, Aaron J; Day, Louis M; Horn, Samantha R; Liabaud, Barthélemy; Lafage, Renaud; Soroceanu, Alexandra; Baker, Joseph F; McClelland, Shearwood; Oren, Jonathan H; Errico, Thomas J; Schwab, Frank J; Lafage, Virginie
Background/UNASSIGNED:Full-body stereographs for adult spinal deformity (ASD) have enhanced global deformity and lower-limb compensation associations. The advent of age-adjusted goals for classic ASD parameters (sagittal vertical axis, pelvic tilt, spino-pelvic mismatch [PI-LL]) has enabled individualized evaluation of successful versus failed realignment, though these remain to be radiographically assessed postoperatively. This study analyzes pre- and postoperative sagittal alignment to quantify patient-specific correction against age-adjusted goals, and presents differences in compensation in patients whose postoperative profile deviates from targets. Methods/UNASSIGNED:tests. Results/UNASSIGNED: < .001). Conclusions/UNASSIGNED:Global alignment cohort improvements were observed, and when comparing actual to age-adjusted alignment, undercorrections recruited pelvic and lower-limb flexion to compensate. Level of Evidence/UNASSIGNED:3.
PMCID:6512393
PMID: 31131222
ISSN: 2211-4599
CID: 3903412

Impact of presenting patient characteristics on surgical complications and morbidity in early onset scoliosis

Segreto, Frank A; Vasquez-Montes, Dennis; Bortz, Cole A; Horn, Samantha R; Diebo, Bassel G; Vira, Shaleen; Kelly, John J; Stekas, Nicholas; Ge, David H; Ihejirika, Yael U; Lafage, Renaud; Lafage, Virginie; Karamitopoulos, Mara; Delsole, Edward M; Hockley, Aaron; Petrizzo, Anthony M; Buckland, Aaron J; Errico, Thomas J; Gerling, Michael C; Passias, Peter G
This study sought to assess comorbidity profiles unique to early-onset-scoliosis (EOS) patients by employing cluster analytics and to determine the influence of isolated comorbidity clusters on perioperative complications, morbidity and mortality using a high powered administrative database. The KID database was queried for ICD-9 codes pertaining to congenital and idiopathic scoliosis from 2003, 2006, 2009, 2012. Patients <10 y/o (EOS group) were included. Demographics, incidence and comorbidity profiles were assessed. Comorbidity profiles were stratified by body systems (neurological, musculoskeletal, pulmonary, cardiovascular, renal). K-means cluster and descriptive analyses elucidated incidence and comorbidity relationships between frequently co-occurring comorbidities. Binary logistic regression models determined predictors of perioperative complication development, mortality, and extended length-of-stay (≥75th percentile). 25,747 patients were included (Age: 4.34, Female: 52.1%, CCI: 0.64). Incidence was 8.9 per 100,000 annual discharges. 55.2% presented with pulmonary comorbidities, 48.7% musculoskeletal, 43.8% neurological, 18.6% cardiovascular, and 11.9% renal; 38% had concurrent neurological and pulmonary. Top inter-bodysystem clusters: Pulmonary disease (17.2%) with epilepsy (17.8%), pulmonary failure (12.2%), restrictive lung disease (10.5%), or microcephaly and quadriplegia (2.1%). Musculoskeletal comorbidities (48.7%) with renal and cardiovascular comorbidities (8.2%, OR: 7.9 [6.6-9.4], p < 0.001). Top intra-bodysystem clusters: Epilepsy (11.7%) with quadriplegia (25.8%) or microcephaly (20.5%). Regression analysis determined neurological and pulmonary clusters to have a higher odds of perioperative complication development (OR: 1.28 [1.19-1.37], p < 0.001) and mortality (OR: 2.05 [1.65-2.54], p < 0.001). Musculoskeletal with cardiovascular and renal anomalies had higher odds of mortality (OR: 1.72 [1.28-2.29], p < 0.001) and extLOS (OR: 2.83 [2.48-3.22], p < 0.001). EOS patients with musculoskeletal conditions were 7.9x more likely to have concurrent cardiovascular and renal anomalies. Clustered neurologic and pulmonary anomalies increased mortality risk by as much as 105%. These relationships may benefit pre-operative risk assessment for concurrent anomalies and adverse outcomes. Level of Evidence: III - Retrospective Prognostic Study.
PMID: 30635164
ISSN: 1532-2653
CID: 3580042

Measurement of Spinopelvic Angles on Prone Intraoperative Long-Cassette Lateral Radiographs Predicts Postoperative Standing Global Alignment in Adult Spinal Deformity Surgery

Oren, Jonathan H; Tishelman, Jared C; Day, Louis M; Baker, Joseph F; Foster, Norah; Ramchandran, Subaraman; Jalai, Cyrus; Poorman, Gregory; Cassilly, Ryan; Buckland, Aaron; Passias, Peter G; Bess, Shay; Errico, Thomas J; Protopsaltis, Themistocles S
STUDY DESIGN:Retrospective review from a single institution. OBJECTIVES:To evaluate intraoperative T1-pelvic angle (TPA), T4PA, and T9PA as predictors of postoperative global alignment after adult spinal deformity (ASD) surgery. SUMMARY OF BACKGROUND DATA:Malalignment following adult spinal surgery is associated with disability and correlates with health-related quality of life. Preoperative planning and intraoperative verification are crucial for optimal postoperative outcomes. Currently, only pelvic incidence minus lumbar lordosis (PI-LL) mismatch has been used to assess intraoperative correction. METHODS:Patients undergoing ≥4-level spinal fusion with full-length pre-, intra-, and first postoperative calibrated radiographs were included from a single institution. Alignment measurements were obtained for sagittal vertical axis (SVA), PI-LL, TPA, T4PA, and T9PA. The whole cohort was divided into upper thoracic (UT: UIV > T7) and lower thoracic fusions (LT: UIV < T7). Change was assessed between phases, and a subanalysis was included for UT and LT groups to compare alignment changes for differing extent of proximal fusion in the sagittal plane. RESULTS:Eighty patients (mean 63.4 years, 70% female, mean levels fused 11.9) underwent significant ASD correction (ΔPI-LL = 22.1°; ΔTPA = 13.8°). For all, intraoperative TPA, T4PA, and T9PA correlated with postoperative SVA (range, r = 0.41-0.59), whereas intraoperative PI-LL correlated less (r = 0.38). For UT (n = 49), all spinopelvic angles and LL were similar intraoperative to postoperatively (p > .09). For LT (n = 31), intraoperative and postoperative T9PA and LL were similar (p > .10) but TPA and T4PA differed (p < .02). For UT, all intraoperative and postoperative spinopelvic angles strongly correlated (r = 0.8-0.9). For LT, intraoperative to postoperative T9PA strongly correlated (r = 0.83) and TPA, T4PA, and LL correlated moderately (r = 0.65-0.70). LT trended toward more reciprocal kyphosis postoperatively (8.1° vs. 2.6°; p = .059). CONCLUSIONS:Intraoperative measurements of TPA, T4PA, and T9PA correlated better with postoperative global alignment than PI-LL, demonstrating their utility in confirming alignment goals. When comparing intraoperative to postoperative films, only T9PA was similar in LT whereas all spinopelvic angles were similar in UT. Reciprocal kyphosis in unfused segments of LT fusions may account for difference in TPA and T4PA from intraoperative to postoperative films. LEVEL OF EVIDENCE:Level III.
PMID: 30660229
ISSN: 2212-1358
CID: 4369272

Ponte Osteotomies Increase the Risk of Neuromonitoring Alerts in Adolescent Idiopathic Scoliosis Correction Surgery

Buckland, Aaron J; Moon, John Y; Betz, Randal R; Lonner, Baron S; Newton, Peter O; Shufflebarger, Harry L; Errico, Thomas J
STUDY DESIGN/METHODS:Observational cohort study of prospective database registry. OBJECTIVE:To determine the incidence of neurological complications in AIS patients undergoing surgical treatment with PO. SUMMARY OF BACKGROUND DATA/BACKGROUND:Despite the widespread use of Ponte Osteotomies (PO) in adolescent idiopathic scoliosis (AIS) correction, outcomes and complications in patients treated with this technique have not been well characterized. METHODS:A multicenter prospective registry of patients undergoing surgical correction of AIS was queried at 2-year follow up for patient demographics, surgical data, deformity characteristics and peri-operative complications. A neurological complication was defined as perioperative nerve root or spinal cord injury as identified by the surgeon. Patients were divided into those that underwent peri-apical PO and those without, and further stratified by Lenke curve classification into 3 groups (I-types 1 & 2, II- types 3, 4, 6, and III-type 5). Patients with- and without neurological complications were compared with respect to baseline demographics, surgical variables, curve types, fusion construct types (screws vs. hybrid), curve magnitude (coronal and sagittal Cobb), apical vertebral translation, and coronal- deformity angular ratios (C-DAR). RESULTS:Of 2210 patients included in the study, 1611 underwent PO. Peri-operative neurological complications occurred in 7 patients, with 6 in the PO group (0.37%) and 1 in non-PO group (0.17%) though this was not a statistically significant risk factor for peri-operative neurological injury (p = 0.45). Neuromonitoring alerts were recorded in 168 patients (7.6%: 9.3% PO group; 4.2% no-PO group (p < 0.001). Multivariate logistic regression analysis found PO and curve magnitude to be independent risk factors for intra-operative neuromonitoring alerts (p < 0.01). CONCLUSIONS:PO and curve magnitude were independent risk factors for intra-operative neuromonitoring alerts in surgical AIS correction. The effect of Ponte osteotomy on neurological complications remains unknown due to the low incidence of these complications. LEVEL OF EVIDENCE/METHODS:3.
PMID: 30005041
ISSN: 1528-1159
CID: 3200292

Comparison of Patient Reported Outcome Measurement Information System (PROMIS) with Neck Disability Index (NDI) and Visual Analog Scale (VAS) in Patients with Neck Pain

Moses, Michael J; Tishelman, Jared C; Stekas, Nicholas; Jevotovsky, David S; Vasquez-Montes, Dennis; Karia, Raj; Errico, Thomas; Buckland, Aaron; Protopsaltis, Themistocles S
STUDY DESIGN/METHODS:A retrospective analysis of a patient-reported outcomes database from a single institution from December 2016 to April 2017. OBJECTIVE:To validate the association of PROMIS with NDI in patients with neck pain and examine each instruments ability to capture concomitant arm pain and concomitant back pain. SUMMARY OF BACKGROUND DATA/BACKGROUND:PROMIS has been increasingly utilized and its computer adapted testing methodology improves assessment of pain and disability. However literature is lacking regarding how these instruments perform in neck pain patients with concomitant arm pain or back pain. METHODS:Inclusion criteria were age>18years and a primary complaint of neck pain. The NDI, VAS Back, Neck, Arm and Leg, and PROMIS Physical Function, Pain Intensity, and Pain Interference questionnaires were administered. Propensity score matching was performed to compare patients with high and low back and arm pain while controlling for neck pain. Bivariate correlations and independent samples t-tests were performed to assess linear relationships and compare back and arm pain groups with PROMIS. RESULTS:130 patients were included. NDI correlated strongly to PROMIS Physical Function (r = -0.771, p < 0.001), Pain Intensity (r = 0.605, p < 0.001), and Pain Interference (r = 0.786, p < 0.001). VAS Neck and Arm Pain also correlated to the PROMIS Pain Intensity instrument (VAS Neck: r = 0.642, p < 0.001; VAS Arm: r = 0.376, p < 0.001).Following matching for neck pain, the high and low back pain groups each included 32 patients. There were significant differences in PROMIS Physical Function when high and low back pain groups were compared (39.07 vs 43.68, p = 0.031). No significant difference was found for any outcome metric for high and low arm pain groups. CONCLUSIONS:PROMIS instruments are capable of characterizing pain and disability in patients with neck pain and are sensitive to disability in regions adjacent to the neck. LEVEL OF EVIDENCE/METHODS:3.
PMID: 30015716
ISSN: 1528-1159
CID: 3200652

Patient-Reported Outcomes Measurement Information System instruments: outperforming traditional quality of life measures in patients with back and neck pain

Tishelman, Jared C; Vasquez-Montes, Dennis; Jevotovsky, David S; Stekas, Nicholas; Moses, Michael J; Karia, Raj J; Errico, Thomas; Buckland, Aaron J; Protopsaltis, Themistocles S
OBJECTIVEThe Patient-Reported Outcomes Measurement Information System (PROMIS) has become increasingly popular due to computer adaptive testing methodology. This study aims to validate the association between PROMIS and legacy outcome metrics and compare PROMIS to legacy metrics in terms of ceiling and floor effects and questionnaire burden.METHODSA retrospective review of an outcomes database was performed at a single institution from December 2016 to April 2017. Inclusion criteria were age > 18 years and a chief complaint of back pain or neck pain. The PROMIS computer adaptive testing Pain Interference, Physical Function (PF), and Pain Intensity domains; Oswestry Disability Index (ODI); Neck Disability Index (NDI); and visual analog scale (VAS) back, VAS leg, VAS neck, and VAS arm were completed in random order. PROMIS was compared to legacy metrics in terms of the average number of questions needed to complete each questionnaire and the score distributions in the lower and higher bounds of scores.RESULTSA total of 494 patients with back pain and 130 patients with neck pain were included. For back pain, ODI showed a strong correlation with PROMIS-PF (R = -0.749, p < 0.001), Pain Intensity (R = 0.709, p < 0.001), and Pain Interference (R = 0.790, p < 0.001) domains. Additionally, the PROMIS Pain Intensity domain correlated to both VAS back and neck pain (R = 0.642, p < 0.001 for both). PROMIS-PF took significantly fewer questions to complete compared to the ODI (4.123 vs 9.906, p < 0.001). When assessing for instrument sensitivity, neither survey presented a significant ceiling and floor effect in the back pain population (ODI: 0.40% and 2.63%; PROMIS-PF: 0.60% and 1.41%). In the neck pain cohort, NDI showed a strong correlation with PROMIS-PF (R = 0.771, p < 0.001). Additionally, PROMIS Pain Intensity correlated to VAS neck (R = 0.642, p < 0.001). The mean number of questions required to complete the questionnaire was much lower for PROMIS-PF compared to NDI (4.417 vs 10, p < 0.001). There were no significant differences found in terms of ceiling and floor effects for neck complaints (NDI: 2.3% and 6.92%; PROMIS-PF: 0.00% and 5.38%) or back complaints (ODI: 0.40% and 2.63%; PROMIS-PF: 1.41% and 0.60%).CONCLUSIONSPROMIS correlates strongly with traditional disability measures in patients with back pain and neck pain. For both back and neck pain, the PROMIS-PF required patients to answer significantly fewer questions to achieve similar granularity. There were no significant differences in ceiling and floor effects for NDI or ODI when compared with the PROMIS-PF instrument.
PMID: 30717038
ISSN: 1547-5646
CID: 3683982

Predicting the occurrence of complications following corrective cervical deformity surgery: Analysis of a prospective multicenter database using predictive analytics

Passias, Peter G; Oh, Cheongeun; Horn, Samantha R; Kim, Han Jo; Hamilton, D Kojo; Sciubba, Daniel M; Neuman, Brian J; Buckland, Aaron J; Poorman, Gregory W; Segreto, Frank A; Bortz, Cole A; Brown, Avery E; Protopsaltis, Themistocles S; Klineberg, Eric O; Ames, Christopher; Smith, Justin S; Lafage, Virginie
We developed a predictive model to describe risk factors for complications in cervical deformity surgeries. Cervical deformity (CD) surgical patients are growing in number, but remain under-studied in the literature. CD was defined as at least one of the following: C2-C7 Cobb >10°, CL >10°, cSVA >4 cm, CBVA >25°. Patient demographics and clinical data were assessed as risk factors for medical/surgical complications using multivariate regression models. 123 patients underwent CD surgery (60.6 yrs, 60.8% F). The most common complications were neurologic (24.4%), dysphagia (13.0%), cardiopulmonary (11.4%), infection (9.7%). 51 (41.5%) of patients experienced a medical complication and 73 (59.3%) had a surgical complication. An overall complication was predicted with high accuracy (AUC = 0.79) by the following combinations of factors: higher baseline EQ5D pain and lower baseline EQ5D anxiety/depression scores, and higher cervical and global SVA. A medical complication can be predicted by male gender, baseline mJOA score, and cervical SVA (AUC = 0.770). A surgical complication can be predicted by higher estimated blood loss, lower anxiety scores, and larger global SVA (AUC = 0.739). 64.2% of patients undergoing cervical deformity correction sustained any complication. While the most reliable predictor of the occurrence of a complication involved a cluster of risk factors, a radiographic baseline sagittal parameter of cervical SVA was the strongest isolated predictor for complications across categories. Although these findings are specific to a cervical population with moderate to severe deformities, collectively they can be utilized for pre-operative risk assessment and patient education.
PMID: 30459012
ISSN: 1532-2653
CID: 3479652

Modifiable and nonmodifiable factors associated with patient satisfaction in spine surgery and other orthopaedic subspecialties: A retrospective survey analysis

Steinmetz, Leah; Vasquez-Montes, Dennis; Johnson, Bradley C.; Buckland, Aaron J.; Goldstein, Jeffrey A.; Bendo, John A.; Errico, Thomas J.; Fischer, Charla R.
ISI:000494780100011
ISSN: 1940-7041
CID: 4193642

Implementation and early adaptation of patient-reported outcome measures into an electronic health record: A technical report

Gold, Heather Taffet; Karia, Raj J; Link, Alissa; Lebwohl, Rachel; Zuckerman, Joseph D; Errico, Thomas J; Slover, James D; Buckland, Aaron J; Mann, Devin M; Cantor, Michael N
We integrated and optimized patient-reported outcome measures into the electronic health record to provide quantitative, objective data regarding patients' health status, which is important for patient care, payer contracts, and research. With a multidisciplinary team from information technology, clinical informatics, population health, and physician champions, we used formal human-computer interaction techniques and user-centered design to integrate several technology platforms and computerized adaptive testing for the National Institutes of Health Patient-Reported Outcomes Measurement Information System. The patient-reported outcome measure system leverages software frequently used by health systems and provides data for research and clinical care via a mobile-responsive web application using Symfony, with REDCap for configuring assessments and de-identified data storage. The system incorporates Oracle databases and Epic flowsheets. Patients complete patient-reported outcome measures, with data viewable in MyChart and Epic Synopsis Reports. Researchers can access data portals. The highly usable, successful patient-reported outcome measures platform is acceptable to patients and clinicians and achieved 73 percent overall completion rates.
PMID: 30516095
ISSN: 1741-2811
CID: 3520672

The Influence of Body Mass Index on Achieving Age-Adjusted Alignment Goals in Adult Spinal Deformity Corrective Surgery with Full-Body Analysis at 1 Year

Horn, Samantha R; Segreto, Frank A; Ramchandran, Subbu; Poorman, Gregory R; Sure, Akhila; Marascalachi, Bryan; Bortz, Cole A; Varlotta, Christopher G; Tishelman, Jared; Vasquez-Montes, Dennis; Ihejirika, Yael; Zhou, Peter; Moon, John; Lafage, Renaud; Diebo, Bassel G; Vira, Shaleen; Jalai, Cyrus M; Wang, Charles; Shenoy, Kartik; Errico, Thomas; Lafage, Virginie; Buckland, Aaron; Passias, Peter G
BACKGROUND:The impact of obesity on global spinopelvic alignment is poorly understood. This study investigated the effect of body mass index on achieving alignment targets and compensation mechanisms after corrective surgery for adult spinal deformity (ASD). METHODS:Retrospective review of a single-center database. Inclusion: patients ≥18 years with full-body stereographic images (baseline and 1 year) and who met ASD criteria (sagittal vertical axis [SVA] >5 cm, pelvic incidence minus lumbar lordosis [PI-LL] >10°, coronal curvature >20° or pelvic tilt >20°). Patients were stratified by age (<40, 40-65, and ≥65 years) and body mass index (<25, 25-30, and >30). Postoperative alignment was compared with age-adjusted ideal values. Prevalence of patients who matched ideals and unmatched (undercorrected/overcorrected) was assessed. Health-related quality of life (HRQL) scores, alignment, and compensatory mechanisms were compared across cohorts using analysis of variance and temporally with paired t tests. RESULTS:A total of 116 patients were included (average age, 62 years; 66% female). After corrective surgery, obese and overweight patients had more residual malalignment (worse PI-LL, T1 pelvic angle, pelvic tilt, and SVA) compared with normal patients (P < 0.05). In addition, obese and overweight patients recruited more pelvic shift (obese, 62.36; overweight, 49.80; normal, 31.50) and had a higher global sagittal angle (obese, 6.51; overweight, 6.35; normal, 3.40) (P < 0.05). Obese and overweight patients showed lower overcorrection rates and higher undercorrection rates (P < 0.05). Obese patients showed worse postoperative HRQL scores (Scoliosis Research Society 22 Questionnaire, Oswestry Disability Index, visual analog scale-leg) than did overweight and normal patients (P < 0.05). Obese and overweight patients who matched age-adjusted alignment targets for SVA or PI-LL showed no HRQL improvements (P > 0.05). CONCLUSIONS:After surgery, obese patients were undercorrected, showed more residual malalignment, recruited more pelvic shift, and had a greater global sagittal angle and worse HRQL scores. The benefits from age-adjusted alignment targets seem to be less substantial for obese and overweight patients.
PMID: 30165222
ISSN: 1878-8769
CID: 3500382