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Predicting the Occurrence of Postoperative Distal Junctional Kyphosis in Cervical Deformity Patients
Passias, Peter G; Horn, Samantha R; Oh, Cheongeun; Lafage, Renaud; Lafage, Virginie; Smith, Justin S; Line, Breton; Protopsaltis, Themistocles S; Yagi, Mitsuru; Bortz, Cole A; Segreto, Frank A; Alas, Haddy; Diebo, Bassel G; Sciubba, Daniel M; Kelly, Michael P; Daniels, Alan H; Klineberg, Eric O; Burton, Douglas C; Hart, Robert A; Schwab, Frank J; Bess, Shay; Shaffrey, Christopher I; Ames, Christopher P
BACKGROUND:Distal junctional kyphosis (DJK) development after cervical deformity (CD)-corrective surgery is a growing concern for surgeons and patients. Few studies have investigated risk factors that predict the occurrence of DJK. OBJECTIVE:To predict DJK development after CD surgery using predictive modeling. METHODS:CD criteria was at least one of the following: C2-C7 Coronal/Cobb > 10°, C2-7 sagittal vertical axis (cSVA) > 4 cm, chin-brow vertical angle > 25°. DJK was defined as the development of an angle <-10° from the end of fusion construct to the second distal vertebra, and change in this angle by <-10° from baseline to postoperative. Baseline demographic, clinical, and surgical information were used to predict the occurrence of DJK using generalized linear modeling both as one overall model and as submodels using baseline demographic and clinical predictors or surgical predictors. RESULTS:One hundred seventeen CD patients were included. At any postoperative visit up to 1 yr, 23.1% of CD patients developed DJK. DJK was predicted with high accuracy using a combination of baseline demographic, clinical, and surgical factors by the following factors: preoperative neurological deficit, use of transition rod, C2-C7 lordosis (CL)<-12°, T1 slope minus CL > 31°, and cSVA > 54 mm. In the model using only baseline demographic/clinical predictors of DJK, presence of comorbidities, presence of baseline neurological deficit, and high preoperative C2-T3 angle were included in the final model (area under the curve = 87%). The final model using only surgical predictors for DJK included combined approach, posterior upper instrumented vertebrae below C4, use of transition rod, lack of anterior corpectomy, more than 3 posterior osteotomies, and performance of a 3-column osteotomy. CONCLUSION/CONCLUSIONS:Preoperative assessment and consideration should be given to these factors that are predictive of DJK to mitigate poor outcomes.
PMID: 31838540
ISSN: 1524-4040
CID: 4243422
Surgeon Attitudes Toward Physiotherapeutic Scoliosis-Specific Exercises in Adult Patients With Spinal Deformities
Steinmetz, Leah; Segreto, Frank; Varlotta, Christopher; Grimes, Kelly; Bakarania, Prachi; Berdishevsky, Hagit; Lanre-Amos, Tomi; Fischer, Charla R
Background/UNASSIGNED:Physiotherapeutic scoliosis-specific exercise (PSSE) has proven to be an important treatment for patients with adolescent idiopathic scoliosis. However, there is a lack of understanding of the role of PSSE in older adults with spinal deformity. Methods/UNASSIGNED:An electronic, 14-question survey with questions regarding the use of physical therapy (PT) and PSSE for adult spinal deformity was administered to all Scoliosis Research Society members. Physician location, age, specialty, years in experience, and management preferences were quantified using descriptive analyses. Results/UNASSIGNED:Of the 98 surgeons who participated in this study, the majority of respondents were from North America (71.1%), and the mean age was 51.87 ± 10.93 years; approximately 98% of respondents were orthopedic surgeons, and 48.0% had been in practice for more than 21 years. Sixty-four percent reported they prescribed PT in their practice, with 52% of respondents often using PT as nonoperative treatment; 21.4%, preoperative; and 40.8% postoperative. The primary reason for PT referral was persistent pain (40.3%), followed by impairments to the patient's balance or gait (34.3%) and difficulty with daily living activities (25.4%). The primary indications for not referring postoperative patients to PT were lack of perceived value from PT (50%), lack of evidence supporting the benefits from PT (31.3%), and a lack of physical therapists appropriately trained for scoliosis (18.8%). Of the respondents, 74% were familiar with PSSE and 66% were comfortable prescribing PSSE postoperatively. In addition, 28% of respondents agreed that >12 weeks postoperation was the ideal time for PSSE referral, followed by 6 to 8 weeks postoperation (26.2%) and immediately postoperation (18%). Conclusions/UNASSIGNED:The results show that the majority of respondents prescribed PSSE solely for nonoperative treatment. Respondents who did not prescribe PSSE reported skepticism due to a lack of perceived value. This suggests the need for further research into the benefits of PSSE. Level of Evidence/UNASSIGNED:5. Clinical Relevance/UNASSIGNED:Physiotherapeutic Scoliosis Specific Exercises (PSSE) is an important non-operative treatment for patients with Adolescent Idiopathic Scoliosis (AIS) but is understudied in Adult Spinal Deformity (ASD) patients, suggesting further clinical research. This study demonstrates that only two-thirds of the respondents familiar with PSSE were comfortable prescribing PSSE postoperatively suggesting the need for further research into the effectiveness and benefits of PSSE in ASD patients.
PMCID:6962000
PMID: 31970053
ISSN: 2211-4599
CID: 4273942
Correction to: Prior bariatric surgery lowers complication rates following spine surgery in obese patients
Passias, Peter G; Horn, Samantha R; Vasquez-Montes, Dennis; Shepard, Nicholas; Segreto, Frank A; Bortz, Cole A; Poorman, Gregory W; Jalai, Cyrus M; Wang, Charles; Stekas, Nicholas; Frangella, Nicholas J; Deflorimonte, Chloe; Diebo, Bassel G; Raad, Micheal; Vira, Shaleen; Horowitz, Jason A; Sciubba, Daniel M; Hassanzadeh, Hamid; Lafage, Renaud; Afthinos, John; Lafage, Virginie
The AHRQ (Agency for Healthcare Research and Quality) has requested the correction of the result Tables 1-3 of this study: All stated numbers below 10 shall be modified to read "<10" instead.
PMID: 31583474
ISSN: 0942-0940
CID: 4116512
The Association between Frailty Status and Odontoid Fractures Following Traumatic Falls: Investigation of Varying Injury Mechanisms among 70 Elderly Odontoid Fracture Patients
Alas, Haddy; Segreto, Frank A; Chan, Hoi Ying; Brown, Avery E; Pierce, Katherine E; Bortz, Cole A; Horn, Samantha R; Varlotta, Christopher G; Baker, Joseph F; Passias, Peter G
OBJECTIVES/OBJECTIVE:Determine significant associations between patient frailty status and odontoid fractures across common traumatic mechanisms of injuries (MOI) in the elderly. DESIGN/METHODS:Retrospective review. SETTING/METHODS:Single, academic-affiliated hospital with full surgical servicesPatients/Participants: Patients >65 years old with traumatic odontoid fracture were included. INTERVENTION/METHODS:Non-operative management (soft/hard collar, halo, traction tongs, minerva) and/or operative fixation. MAIN OUTCOME MEASUREMENTS/METHODS:mFI, MOI, concurrent injuries, inpatient LOS, reoperation and mortality rates. RESULTS:70 patients were included (80.6±8.5yrs, 60%F, 88% European, 10% Maori/Pacific, 1.4% Asian, CCI 5.3± 2.2, mFI 0.21±0.15). The most common MOIs were Falls (74.3%), high speed MVAs (17.1%), low speed MVAs (5.7%), and pedestrian vs car (2.9%). Patients with traumatic falls exhibited significantly higher mFI scores (0.25) compared to low speed MVAs (0.16), high speed MVAs (0.08), and pedestrian vs car (0.01) (p=0.003). Twenty-seven patients with odontoid fractures were Frail, 33 were Pre-frail, and 10 were Robust. 92% of Frail patients had traumatic fall as their MOI, as opposed to 73% of Pre-frail and 30% of Robust patients (p<0.001). Pre-frail and Frail patients were 4.3 times more likely than Robust patients to present with odontoid fractures via traumatic fall (OR: 4.33 [1.47-12.75], p=0.008), and frailty increased likelihood of reoperation (OR: 4.2 [1.2-14.75], p=0.025) and extended LOS (OR: 5.71 [1.05-10.37], p=0.017). Frail patients had the highest 30-day (p=0.017) and 1-year mortality (p<0.001) compared to other groups. CONCLUSION/CONCLUSIONS:Patients with traumatic odontoid fracture from falls were significantly more frail in comparison to any other MOI, with worse short and long-term outcomes. LEVEL OF EVIDENCE/METHODS:Level III Retrospective Cohort Study.
PMID: 31365449
ISSN: 1531-2291
CID: 4015352
Predicting the combined occurrence of poor clinical and radiographic outcomes following cervical deformity corrective surgery
Horn, Samantha R; Passias, Peter G; Oh, Cheongeun; Lafage, Virginie; Lafage, Renaud; Smith, Justin S; Line, Breton; Anand, Neel; Segreto, Frank A; Bortz, Cole A; Scheer, Justin K; Eastlack, Robert K; Deviren, Vedat; Mummaneni, Praveen V; Daniels, Alan H; Park, Paul; Nunley, Pierce D; Kim, Han Jo; Klineberg, Eric O; Burton, Douglas C; Hart, Robert A; Schwab, Frank J; Bess, Shay; Shaffrey, Christopher I; Ames, Christopher P
OBJECTIVE:Cervical deformity (CD) correction is clinically challenging. There is a high risk of developing complications with these highly complex procedures. The aim of this study was to use baseline demographic, clinical, and surgical factors to predict a poor outcome following CD surgery. METHODS:The authors performed a retrospective review of a multicenter prospective CD database. CD was defined as at least one of the following: cervical kyphosis (C2-7 Cobb angle > 10°), cervical scoliosis (coronal Cobb angle > 10°), C2-7 sagittal vertical axis (cSVA) > 4 cm, or chin-brow vertical angle (CBVA) > 25°. Patients were categorized based on having an overall poor outcome or not. Health-related quality of life measures consisted of Neck Disability Index (NDI), EQ-5D, and modified Japanese Orthopaedic Association (mJOA) scale scores. A poor outcome was defined as having all 3 of the following categories met: 1) radiographic poor outcome: deterioration or severe radiographic malalignment 1 year postoperatively for cSVA or T1 slope-cervical lordosis mismatch (TS-CL); 2) clinical poor outcome: failing to meet the minimum clinically important difference (MCID) for NDI or having a severe mJOA Ames modifier; and 3) complications/reoperation poor outcome: major complication, death, or reoperation for a complication other than infection. Univariate logistic regression followed by multivariate regression models was performed, and internal validation was performed by calculating the area under the curve (AUC). RESULTS:In total, 89 patients with CD were included (mean age 61.9 years, female sex 65.2%, BMI 29.2 kg/m2). By 1 year postoperatively, 18 (20.2%) patients were characterized as having an overall poor outcome. For radiographic poor outcomes, patients' conditions either deteriorated or remained severe for TS-CL (73% of patients), cSVA (8%), horizontal gaze (34%), and global SVA (28%). For clinical poor outcomes, 80% and 60% of patients did not reach MCID for EQ-5D and NDI, respectively, and 24% of patients had severe symptoms (mJOA score 0-11). For the complications/reoperation poor outcome, 28 patients experienced a major complication, 11 underwent a reoperation, and 1 had a complication-related death. Of patients with a poor clinical outcome, 75% had a poor radiographic outcome; 35% of poor radiographic and 37% of poor clinical outcome patients had a major complication. A poor outcome was predicted by the following combination of factors: osteoporosis, baseline neurological status, use of a transition rod, number of posterior decompressions, baseline pelvic tilt, T2-12 kyphosis, TS-CL, C2-T3 SVA, C2-T1 pelvic angle (C2 slope), global SVA, and number of levels in maximum thoracic kyphosis. The final model predicting a poor outcome (AUC 86%) included the following: osteoporosis (OR 5.9, 95% CI 0.9-39), worse baseline neurological status (OR 11.4, 95% CI 1.8-70.8), baseline pelvic tilt > 20° (OR 0.92, 95% CI 0.85-0.98), > 9 levels in maximum thoracic kyphosis (OR 2.01, 95% CI 1.1-4.1), preoperative C2-T3 SVA > 5.4 cm (OR 1.01, 95% CI 0.9-1.1), and global SVA > 4 cm (OR 3.2, 95% CI 0.09-10.3). CONCLUSIONS:Of all CD patients in this study, 20.2% had a poor overall outcome, defined by deterioration in radiographic and clinical outcomes, and a major complication. Additionally, 75% of patients with a poor clinical outcome also had a poor radiographic outcome. A poor overall outcome was most strongly predicted by severe baseline neurological deficit, global SVA > 4 cm, and including more of the thoracic maximal kyphosis in the construct.
PMID: 31675700
ISSN: 1547-5646
CID: 4163492
Diminishing Clinical Returns of Multilevel Minimally Invasive Lumbar Interbody Fusion
Passias, Peter G; Bortz, Cole; Horn, Samantha R; Segreto, Frank A; Stekas, Nicholas; Ge, David H; Alas, Haddy; Varlotta, Christopher G; Frangella, Nicholas J; Lafage, Renaud; Lafage, Virginie; Steinmetz, Leah; Vasquez-Montes, Dennis; Diebo, Bassel; Janjua, Muhammad B; Moawad, Mohamed A; Deflorimonte, Chloe; Protopsaltis, Themistocles S; Buckland, Aaron J; Gerling, Michael C
STUDY DESIGN/METHODS:Single institution retrospective clinical review. OBJECTIVE:To investigate the relationship between levels fused and clinical outcomes in patients undergoing open and minimally invasive surgical (MIS) lumbar fusion. SUMMARY OF BACKGROUND DATA/BACKGROUND:Minimally invasive spinal fusion aims to reduce the morbidity associated with conventional open surgery. As multilevel arthrodesis procedures are increasingly performed using MIS techniques, it is necessary to weigh the risks and benefits of multilevel MIS lumbar fusion as a function of fusion length. METHODS:Patients undergoing <4 level lumbar interbody fusion were stratified by surgical technique (MIS or open), and grouped by fusion length: 1-level, 2-levels, 3+ levels. Demographics, Charlson Comorbidity Index (CCI), surgical factors, and perioperative complication rates were compared between technique groups at different fusion lengths using means comparison tests. RESULTS:Included: 361 patients undergoing lumbar interbody fusion (88% transforaminal, 14% lateral; 41% MIS). Breakdown by fusion length: 63% 1-level, 22% 2-level, 15% 3+ level. Op-time did not differ between groups at 1-level (MIS: 233 min vs. Open: 227, P = 0.554), though MIS at 2-levels (332 min vs. 281) and 3+ levels (373 min vs. 323) were longer (P = 0.033 and P = 0.231, respectively). While complication rates were lower for MIS at 1-level (15% vs. 30%, P = 0.006) and 2-levels (13% vs. 27%, P = 0.147), at 3+ levels, complication rates were comparable (38% vs. 35%, P = 0.870). 3+ level MIS fusions had higher rates of ileus (13% vs. 0%, P = 0.008) and a trend of increased adverse pulmonary events (25% vs. 7%, P = 0.110). MIS was associated with less EBL at all lengths (all P < 0.01) and lower rates of anemia at 1-level (5% vs. 18%, P < 0.001) and 2-levels (7% vs. 16%, P = 0.193). At 3+ levels, however, anemia rates were similar between groups (13% vs. 15%, P = 0.877). CONCLUSION/CONCLUSIONS:MIS lumbar interbody fusions provided diminishing clinical returns for multilevel procedures. While MIS patients had lower rates of perioperative complications for 1- and 2-level fusions, 3+ level MIS fusions had comparable complication rates to open cases, and higher rates of adverse pulmonary and ileus events. LEVEL OF EVIDENCE/METHODS:3.
PMID: 31589201
ISSN: 1528-1159
CID: 4129272
C2 Fractures in the Elderly: Single-Center Evaluation of Risk Factors for Mortality
Chan, Hoi-Ying H; Segreto, Frank A; Horn, Samantha R; Bortz, Cole; Choy, Godwin G; Passias, Peter G; Deverall, Hamish H; Baker, Joseph F
Study Design:Retrospective cohort study. Purpose:The aim of this study was to identify features associated with increased mortality risk in traumatic C2 fractures in the elderly, including measures of comorbidity and frailty. Overview of Literature:C2 fractures in the elderly are of increasing relevance in the setting of an aging global population and have a high mortality rate. Previous analyzes of risk factors for mortality have not included the measures of comorbidity and/or frailty, and no local data have been reported to date. Methods:This study comprises a retrospective review of 70 patients of age >65 years at Waikato Hospital, New Zealand with traumatic C2 fractures identified on computed tomography between 2010 and 2016. Demographic details, medical history, laboratory results on admission, mechanism of injury, and neurological status on presentation were recorded. Medical comorbidities were also detailed allowing calculation of the Charlson Comorbidity Index (CCI) and the modified Frailty Index (mFI). Results:The most common mechanism of injury was a fall from standing height (n=52, 74.3%). Mortality rates were 14.3% (n=10) at day 30, and 35.7% (n=25) at 1 year. Bivariate analysis showed that both CCI and mFI correlated with 1-year mortality rates. Reduced albumin and hemoglobin levels were also associated with 30-day and 1-year mortality rates. Forward stepwise logistic regression models determined CCI and low hemoglobin as predictors of mortality within 30 days, whereas CCI, low albumin, increased age, and female gender predicted mortality at 1 year. Conclusions:The CCI was a useful tool for predicting mortality at 1 year in the patient cohort. Other variables, including common laboratory markers, can also be used for risk stratification, to initiate timely multidisciplinary management, and prognostic counseling for patients and family members.
PMCID:6773992
PMID: 31079430
ISSN: 1976-1902
CID: 5030702
Predictors of Hospital-Acquired Conditions Are Predominately Similar for Spine Surgery and Other Common Elective Surgical Procedures, With Some Key Exceptions
Horn, Samantha R; Pierce, Katherine E; Oh, Cheongeun; Segreto, Frank A; Egers, Max; Bortz, Cole; Vasquez-Montes, Dennis; Lafage, Renaud; Lafage, Virginie; Vira, Shaleen; Steinmetz, Leah; Ge, David H; Buza, John A; Moon, John; Diebo, Bassel G; Alas, Haddy; Brown, Avery E; Shepard, Nicholas A; Hassanzadeh, Hamid; Passias, Peter G
Study Design/UNASSIGNED:Retrospective review of a prospectively collected database. Objective/UNASSIGNED:To predict the occurrence of hospital-acquired conditions (HACs) 30-days postoperatively and to compare predictors of HACs for spine surgery with other common elective surgeries. Methods/UNASSIGNED:Patients ≥18 years undergoing elective spine surgery were identified in the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database from 2005 to 2013. Outcome measures included any HACs: superficial or deep surgical site infection (SSI), venous thromboembolism (VTE), urinary tract infection (UTI). Spine surgery patients were compared with those undergoing other common procedures. Random forest followed by multivariable regression analysis was used to determine risk factors for the occurrence of HACs. Results/UNASSIGNED:A total of 90 551 elective spine surgery patients, of whom 3021 (3.3%) developed at least 1 HAC, 1.4% SSI, 1.3% UTI, and 0.8% VTE. The occurrence of HACs for spine patients was predicted with high accuracy (area under the curve [AUC] 77.7%) with the following variables: female sex, baseline functional status, hypertension, history of transient ischemic attack (TIA), quadriplegia, steroid use, preoperative bleeding disorders, American Society of Anesthesiologists (ASA) class, operating room duration, operative time, and level of residency supervision. Functional status and hypertension were HAC predictors for total knee arthroplasty (TKA), bariatric, and cardiothoracic patients. ASA class and operative time were predictors for most surgery cohorts. History of TIA, preoperative bleeding disorders, and steroid use were less predictive for most other common surgical cohorts. Conclusions/UNASSIGNED:Occurrence of HACs after spine surgery can be predicted with demographic, clinical, and surgical factors. Predictors for HACs in surgical spine patients, also common across other surgical groups, include functional status, hypertension, and operative time. Understanding the baseline patient risks for HACs will allow surgeons to become more effective in their patient selection for surgery.
PMCID:6745634
PMID: 31552152
ISSN: 2192-5682
CID: 4105512
Indicators for Nonroutine Discharge Following Cervical Deformity-Corrective Surgery: Radiographic, Surgical, and Patient-Related Factors
Bortz, Cole A; Passias, Peter G; Segreto, Frank; Horn, Samantha R; Lafage, Virginie; Smith, Justin S; Line, Breton; Mundis, Gregory M; Kebaish, Khaled M; Kelly, Michael P; Protopsaltis, Themistocles; Sciubba, Daniel M; Soroceanu, Alexandra; Klineberg, Eric O; Burton, Douglas C; Hart, Robert A; Schwab, Frank J; Bess, Shay; Shaffrey, Christopher I; Ames, Christopher P
BACKGROUND:Nonroutine discharge, including discharge to inpatient rehab and skilled nursing facilities, is associated with increased cost-of-care. Given the rising prevalence of cervical deformity (CD)-corrective surgery and the necessity of value-based healthcare, it is important to identify indicators for nonroutine discharge. OBJECTIVE:To identify factors associated with nonroutine discharge after CD-corrective surgery using a statistical learning algorithm. METHODS:A retrospective review of patients ≥18 yr with discharge and baseline (BL) radiographic data. Conditional inference decision trees identified factors associated with nonroutine discharge and cut-off points at which factors were significantly associated with discharge status. A conditional variable importance table used nonreplacement sampling set of 10 000 conditional inference trees to identify influential patient/surgical factors. The binary logistic regression indicated odds of nonroutine discharge for patients with influential factors at significant cut-off points. RESULTS:Of 138 patients (61 yr, 63% female) undergoing surgery for CD (8 ± 5 levels; 49% posterior approach, 16% anterior, and 35% combined), 29% experienced nonroutine discharge. BL cervical/upper-cervical malalignment showed the strongest relationship with nonroutine discharge: C1 slope ≥ 14°, C2 slope ≥ 57°, TS-CL ≥ 57°. Patient-related factors associated with nonroutine discharge included BL gait impairment, age ≥ 59 yr and apex of CD primary driver ≥ C7. The only surgical factor associated with nonroutine discharge was fusion ≥ 8 levels. There was no relationship between nonhome discharge and reoperation within 6 mo or 1 yr (both P > .05) of index procedure. Despite no differences in BL EQ-5D (P = .946), nonroutine discharge patients had inferior 1-yr postoperative EQ-5D scores (P = .044). CONCLUSION/CONCLUSIONS:Severe preoperative cervical malalignment was strongly associated with nonroutine discharge following CD-corrective surgery. Age, deformity driver, and ≥ 8 level fusions were also associated with nonroutine discharge and should be taken into account to improve patient counseling and health care resource allocation.
PMID: 30848284
ISSN: 1524-4040
CID: 3724202
P58. Patients with psychiatric diagnoses have increased odds of morbidity and mortality in elective orthopedic surgery [Meeting Abstract]
Brown, A; Bortz, C; Pierce, K E; Alas, H; Vasquez-Montes, D; Ihejirika-Lomedico, R C; Segreto, F A; Haskel, J; Kaplan, D J; Nikas, D C; Segar, A; Diebo, B G; Hockley, A; Gerling, M C; Passias, P G
BACKGROUND CONTEXT: Psychiatric diagnoses (PD) present a significant burden on elective surgery patients and may have potentially dramatic impacts on outcomes. As ailments of the spine can be particularly debilitating, the effect of PD on outcomes was compared between elective spine surgery patients and other common elective orthopedic surgery procedures. PURPOSE: Investigate the rates of PD in elective orthopedic procedures. STUDY DESIGN/SETTING: Retrospective review of the National Inpatient Database 2007-2013. PATIENT SAMPLE: A total of 15,434,393 weighted hospital discharges. OUTCOME MEASURES: Rates of PD, post-operative complications, length of stay (LOS), cost to charge (CCR), discharge location, and death.
METHOD(S): Inclusion criteria: elective orthopedic surgery procedures from 2007-2013 as defined by ICD-9-CM codes. Exclusion criteria: emergency, trauma, or non-elective surgery. Patients were grouped as shoulder, elbow, hand, spine, hip, knee, or foot/ankle. Descriptive statistics assessed demographics. Rates of DSM-IV PD, as classified by single-level C
EMBASE:2002162435
ISSN: 1878-1632
CID: 4052312