Patient Satisfaction after Adult Spinal Deformity Surgery Does Not Strongly Correlate with Health-Related Quality of Life Scores, Radiographic Parameters or Occurrence of Complications
Hamilton, D 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
STUDY DESIGN: This is a multicenter retrospective review of prospectively collected cases. OBJECTIVE: Our objective was to evaluate the relationship between patient satisfaction, HRQoL scores, complications, and radiographic measures at 2 years post-operative follow-up. SUMMARY OF BACKGROUND DATA: For patients receiving operative management for adult spine deformity (ASD), the relationship between health-related quality of life (HRQoL) measures, radiographic parameters, post-operative 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 post-operative 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 (VAS). 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 post-operative 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 to LS (n = 60) patients, HS (n = 188) patients demonstrated greater improvement in final ODI, SF-36 component scores, SRS-Total, and VAS back scores (p < 0.05). The correlations between SAT and the final follow-up and 2 year change from baseline values were moderate for MCS, PCS, and ODI or weak for HRQoL scores (p < 0.0001). The HS and LS groups were equal in pre- or final post-operative 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 post-operative complications. Other factors, such as patient expectations and relationship with the surgeon, may be stronger drivers of patient satisfaction.
PMID: 27748701
ISSN: 1528-1159
CID: 2410612
Operative fusion of multilevel cervical spondylotic myelopathy: Impact of patient demographics
McClelland, Shearwood 3rd; Marascalchi, Bryan J; Passias, Peter G; Protopsaltis, Themistocles S; Frempong-Boadu, Anthony K; Errico, Thomas J
Cervical spondylotic myelopathy (CSM) is the most common cause of spinal cord dysfunction in patients older than age 55, with operative management being a widely adopted approach. Previous work has shown that private insurance status, gender and patient race are predictive of the operative approach patients receive (anterior-only, posterior-only, combined anterior-posterior). The Nationwide Inpatient Sample from 2001 to 2010 was used to assess the potential role of multilevel CSM as a contributing factor in determining which operative approach CSM patients receive, as it is rare for an anterior-only approach to be sufficient for CSM patients requiring fusion of four or more involved levels. Multivariate analyses revealed that female sex (OR=3.78; 95% CI=2.08-6.89; p<0.0001), private insurance (OR=5.02; 95% CI=2.26-11.12; p<0.0001), and elective admission type (OR=4.12; 95% CI=1.65-10.32; p=0.0025) were predictive of increased receipt of a 3+ level fusion in CSM. No other variables, including patient age, race, income, or admission source were predictive of either increased or decreased likelihood of receiving fusion of at least three levels for CSM. In conclusion, female sex, private insurance status, and elective admission type are each independent predictors in CSM for receipt of a 3+ level fusion, while patient age, race and income are not. Given the propensity of fusions greater than three levels to require posterior approaches and the association between posterior CSM approaches and increased morbidity/mortality, these findings may prove useful as to which patient demographics are predictive of increased morbidity and mortality in operative treatment of CSM.
PMID: 28087188
ISSN: 1532-2653
CID: 2410582
Morbidity of Adult Spinal Deformity Surgery in Elderly Has Declined Over Time
Passias, Peter G; Poorman, Gregory W; Jalai, Cyrus M; Neuman, Brian; de la Garza-Ramos, Rafael; Miller, Emily; Jain, Amit; Sciubba, Daniel; McClelland, Shearwood; Day, Louis; Ramachadran, Subbu; Vira, Shaleen; Diebo, Bassel; Isaacs, Evan; Bono, Olivia; Bess, Shay; Gerling, Michael; Lafage, Virginie
STUDY DESIGN: A retrospective review of a prospectively collected database, the Nationwide Inpatient Sample (NIS), years 2003 to 2012. OBJECTIVES: The aim of this study was to examine trends in the management of scoliosis in elderly (age >75 yrs) patients from 2003 to 2012. SUMMARY OF BACKGROUND DATA: Scoliosis incidence rises with increasing age, and age has been shown to be an independent risk factor for surgical complications in scoliosis surgery. Previous studies have displayed increasing surgical frequency on elderly scoliotic patients in the last decade, but have not investigated complications in the same years. METHODS: ICD-9 coding identified elderly (age >/=75 yrs) patients with a primary diagnosis of scoliosis undergoing lumbar fusion or decompression. Analysis of variance (ANOVA) comparisons and linear trend analysis described changes from 2003 to 2012 in surgical invasiveness (Mirza scale: levels fused/decompressed/instrumented and by approach), intraoperative complications, and Charlson Comorbidity Index (CCI). Secondary outcome measures included cost and discharge outcomes. RESULTS: Eight thousand one elderly patients with ASD from 2003 to 2012 were included for analysis. Fusion incidence increased on average 13.8% per year (P < 0.001), surgical invasiveness by Mirza scale increased from 2.0 in 2003 to 5.9 in 2012 (P < 0.001), and CCI increased from 0.77 to 1.44 (p < 0.001). Over the same interval, elderly patients undergoing fusion displayed overall reduction in complications (excluding anemia)-from 26.7% to 8.6% (P < 0.001); specifically, surgical complications decreased from 11.7% to 0.7% (P < 0.001) and respiratory complications decreased from 6.7% to 1.4% (P = 0.004). CONCLUSION: From 2003 to 2012, surgical management of ASD in the elderly population increased in incidence and complexity, while number of patient comorbidities increased and in-hospital morbidity decreased. This may indicate increased willingness of surgeon's to operate on elderly patients, and reflect a development of overall understanding of deformity in the past decade. LEVEL OF EVIDENCE: 3.
PMID: 28059982
ISSN: 1528-1159
CID: 2386892
Full-Body Analysis of Age-Adjusted Alignment in Adult Spinal Deformity Patients and Lower-Limb Compensation
Jalai, Cyrus M; Cruz, Dana L; Diebo, Bassel G; Poorman, Gregory; Lafage, Renaud; Bess, Shay; Ramachandran, Subaraman; Day, Louis M; Vira, Shaleen; Liabaud, Barthelemy; Henry, Jensen K; Schwab, Frank J; Lafage, Virginie; Passias, Peter G
STUDY DESIGN: Single-center retrospective review. OBJECTIVE: This study evaluates the impact of increasing spinal deformity deviation from age-adjusted alignment ideals on lower extremity compensation. SUMMARY OF BACKGROUND DATA: Though current understanding of compensatory mechanisms in adult spinal deformity (ASD) is progressing due to full-body stereographic assessment, the impact of age-adjusted deformity targets on lower limb compensation remains unexamined. METHODS: ASD patients >/=18 years with biplanar full-body stereographic x-rays were included. Patients were stratified into age cohorts: <40y, 40-65y, >/=65y. Age-specific alignment goals (IDEAL) for pelvic tilt (PT), spino-pelvic mismatch (PI-LL), sagittal vertical axis (SVA), and T1 pelvic angle (TPA) were calculated for each patient using published formulas and compared to patients' real (ACTUAL) radiographic parameters. The difference between ACTUAL and IDEAL alignment (OFFSET) was calculated. ANOVA compared ACTUAL, IDEAL, and OFFSET between age groups, and OFFSET was correlated with lower-limb compensation (SFA: sacrofemoral angle, PS: pelvic shift, KA: knee angle, AA: ankle angle). RESULTS: 778 ASD patients (74.1% female) were included. ACTUAL and IDEAL alignments matched for PT (p = 0.37) in patients <40yrs, SVA (p = 0.12) in patients 40-65 yrs and PT, SVA and TPA (p > 0.05) in patients >/=65yrs. SVA and TPA OFFSETs decreased significantly with increasing age (p<0.001). Hip extension correlated with all OFFSETs in patients <40yrs (positively with PT, PI-LL, TPA; negatively with SVA). Knee flexion correlated with PI-LL, SVA, TPA, across all age groups with strongest correlations (0.525
40yr) age groups. Posterior pelvic displacement correlated positively with all OFFSET groups, and was highest (0.526PMID: 27974739
ISSN: 1528-1159
CID: 2363562
The impact of obesity on compensatory mechanisms in response to progressive sagittal malalignment
Jalai, Cyrus M; Diebo, Bassel G; Cruz, Dana L; Poorman, Gregory W; Vira, Shaleen; Buckland, Aaron J; Lafage, Renaud; Bess, Shay; Errico, Thomas J; Lafage, Virginie; Passias, Peter G
BACKGROUND CONTEXT: Obesity's impact on standing sagittal alignment remains poorly understood, especially with respect to the role of the lower-limbs. Given energetic expenditure in standing, a complete understanding of compensation in obese patients with sagittal malalignment remains relevant. PURPOSE: This study compares obese and non-obese patients with progressive sagittal malalignment for differences in recruitment of pelvic and lower limb mechanisms. STUDY DESIGN/SETTING: Single center retrospective review. PATIENT SAMPLE: 554 patients (277 obese, 277 non-obese) identified for analysis. OUTCOME MEASURES: Upper body alignment parameters: sagittal vertical axis (SVA) and T1 spino-pelvic inclination (T1SPi). Compensatory lower-limb mechanisms: pelvic translation (PS: pelvic shift), knee (KA) and ankle (AA) flexion, hip extension (SFA: sacrofemoral angle), and global sagittal angle (GSA). METHODS: Inclusion criteria were patients>/=18 years that underwent full body stereographic x-rays. Included patients were categorized as non-obese (N-Ob: BMI<30 kg/m2) and obese (Ob: BMI>/=30 kg/m2). To control for potential confounders, groups were propensity score matched by age, gender and baseline pelvic incidence (PI), and subsequently categorized by increasing spino-pelvic (PI-LL) mismatch: <10 degrees , 10 degrees -20 degrees , >20 degrees . Independent t-tests and linear regression models compared sagittal (SVA, T1SPi) and lower limb (PS, KA, AA, SFA, GSA) parameters between obesity cohorts. RESULTS: 554 patients (277 Ob, 277 N-Ob) were included for analysis, and were stratified to the following mismatch categories: <10 degrees : n=367; 10 degrees -20 degrees : n=91; >20 degrees : n=96. Ob patients had higher SVA, KA, PS and GSA compared to N-Ob (p<0.001 all). Low PI-LL mismatch Ob patients had greater SVA with lower SFA (142.22 degrees vs. 156.66 degrees , p=0.032), higher KA (5.22 degrees vs. 2.93 degrees , p=0.004) and PS (4.91 vs. -5.20 mm, p<0.001) compared to N-Ob. With moderate PI-LL mismatch, Ob patients similarly demonstrated greater SVA, KA, and PS, combined with significantly lower PT (23.69 degrees vs. 27.14 degrees , p=0.012). Obese patients of highest (>20 degrees ) PI-LL mismatch showed greatest forward malalignment (SVA, T1SPi) with significantly greater PS, and a concomitantly high GSA (12.86 degrees vs. 9.67 degrees , p=0.005). Regression analysis for lower-limb compensation revealed that increasing BMI and PI-LL predicted KA (r2=0.234) and GSA (r2=0.563). CONCLUSIONS: With progressive sagittal malalignment, obese patients differentially recruit lower extremity compensatory mechanisms while non-obese preferentially recruit pelvic mechanisms. The ability to compensate for progressive sagittal malalignment with the pelvic retroversion is limited by obesity.
PMID: 27916684
ISSN: 1878-1632
CID: 2354162
The Interobserver and Intraobserver Reliability of the Sanders Classification Versus the Risser Stage
Vira, Shaleen; Husain, Qasim; Jalai, Cyrus; Paul, Justin; Poorman, Gregory W; Poorman, Caroline; Yoon, Richard S; Looze, Christopher; Lonner, Baron; Passias, Peter G
BACKGROUND: Estimation of skeletal maturity, classically performed using Risser sign, plays a crucial role in the treatment of AIS. Recent data, however, has shown the simplified Tanner-Whitehouse (Sanders) classification, based on an anteriorposterior (AP) hand radiographs, to correlate more closely to the rapid growth phase and thus curve progression. This study evaluated the interobserver and intraobserver reliability of the Sanders and Risser classifications among clinicians at different levels of training. METHODS: Twenty AP scoliosis radiographs and 20 AP hand radiographs were randomized and distributed to 11 graders. The graders consisted of 3 orthopaedic residents, 3 spine fellows, 3 spine surgeons, and 1 radiologist. The graders were then asked to classify the radiographs according to the Sanders and Risser classifications. There were 3 rounds of grading, each done 3 weeks apart. The overall kappa coefficient was then calculated for each system to evaluate the interobserver and intraobserver reliability. RESULTS: For all graders the average kappa coefficient for the interobserver and intraobserver reliability of the Sanders classification was 0.54 and 0.62, respectively, and 0.46 and 0.49 for the Risser classification. With respect to spine attendings alone, the average kappa coefficient for the interobserver and intraobserver reliability of Sanders classification was 0.72 and 0.77, respectively, and 0.46 and 0.67 for the Risser classification. CONCLUSIONS: Our study demonstrated that the Sanders classification had moderate reliability with respect to physicians at various levels of training and had good reliability with respect to attending spine surgeons. Interestingly, the Risser staging was found to have less interobserver and intraobserver reliability overall. The Sanders classification is a reliable and reproducible system and should be in the armamentarium of surgeons who treat adolescent idiopathic scoliosis. LEVEL OF EVIDENCE: Level III.
PMID: 27861212
ISSN: 1539-2570
CID: 2311042
Thoracolumbar Realignment Surgery Results in Simultaneous Reciprocal Changes in Lower Extremities and Cervical Spine
Day, Louis M; Ramchandran, Subaraman; Jalai, Cyrus M; Diebo, Bassel G; Liabaud, Barthelemy; Lafage, Renaud; Protopsaltis, Themistocles; Passias, Peter G; Schwab, Frank J; Bess, Shay; Errico, Thomas J; Lafage, Virginie; Buckland, Aaron J
STUDY DESIGN: Retrospective clinical and radiographic single-center study OBJECTIVE.: Assess simultaneous cervical spine and lower extremity compensatory changes with changes in thoracolumbar spinal alignment. SUMMARY OF BACKGROUND DATA: Full-body stereoradiographic imaging allows better understanding of reciprocal changes in cervical and lower extremity alignment in the setting of thoracolumbar malalignment. Few studies describe the simultaneous effect of alignment correction on these mechanisms. METHODS: Patients >/=18 years undergoing instrumented thoracolumbar fusion without previous cervical spine fusion, hip, knee or ankle arthroplasty were included. Spinopelvic, lower extremity and cervical alignment were assessed from full-body standing stereoradiographs using validated software. Patients were matched for pelvic incidence and stratified based on baseline T1-pelvic angle (TPA) as: TPA-Low <14 degrees , TPA-Moderate =14-22 degrees and TPA-High >22 degrees . Perioperative changes between baseline and first postoperative visit <6 months in lower extremity alignment (pelvic shift: P Shift, sacrofemoral angle: SFA, Knee Angle: KA, Ankle Angle: AA, global sagittal axis: GSA) and cervical alignment (C0-C2 angle, C2-slope, C2-C7 lordosis and C2-C7 SVA:cSVA) were correlated with change in magnitude of TPA and sagittal vertical axis (SVA) correction. RESULTS: After matching, 87 patients were assessed. Increasing baseline TPA severity associated with a progressive increase in all regional spinopelvic parameters except thoracic kyphosis, in addition to increased SFA, P Shift, KA, GSA, and C2-C7 lordosis. As TPA correction increased, there was a reciprocal reduction in SFA, KA, P Shift, GSA and C2-C7 lordosis. Change in SVA correlated most with change in GSA (r = 0.886), P Shift (r = 0.601), KA (r = 0.534) and C2-C7 lordosis (r = 0.467). Change in TPA correlated with change in SFA (r = 0.372) while SVA did not. CONCLUSIONS: Patients with thoracolumbar malalignment exhibit compensatory changes in cervical spine and lower extremity simultaneously in the form of cervical hyperlordosis, pelvic shift, knee flexion, and pelvic retroversion. These compensatory mechanisms resolve reciprocally in a linear fashion following optimal surgical correction. LEVEL OF EVIDENCE: 3.
PMID: 27755494
ISSN: 1528-1159
CID: 2279952
The Impact of Smoking on 30-day Morbidity and Mortality in Adult Spinal Deformity Surgery
De la Garza Ramos, Rafael; Goodwin, C Rory; Qadi, Mohamud; Abu-Bonsrah, Nancy; Passias, Peter G; Lafage, Virginie; Schwab, Frank; Sciubba, Daniel M
STUDY DESIGN: Retrospective cohort study of a prospectively-collected surgical database. OBJECTIVE: The aim of this study was to investigate the effect of smoking on 30-day morbidity and mortality in patients undergoing surgery for adult spinal deformity (ASD). SUMMARY OF BACKGROUND DATA: There is conflicting evidence regarding the impact of smoking on short-term outcomes after spinal fusion. METHODS: A retrospective review of the prospectively-collected American College of Surgeons National Surgical Quality Improvement database was performed for the years 2007-2013. Patients who underwent spinal fusion for ASD were identified. 30-day morbidity and mortality were compared between current smokers and nonsmokers. The independent effect of smoking was investigated via multivariate logistic regression analysis. RESULTS: A total of 1,368 patients met inclusion criteria and were included in this study. Of the 1,368 patients, 15.9% were smokers and 84.1% nonsmokers. The proportion of smokers who developed at least one complication was 9.7% versus 13.6% for nonsmokers (p = 0.119). Major complication rates (including 30-day mortality) were 6.5% for smokers and 8.4% for nonsmokers (p = 0.328). Current smoking status was not associated with increased odds of developing any complication (OR 0.90; 95% CI, 0.47-1.71; p = 0.752) or major complications (OR 1.32; 95% CI 0.64-2.70; p = 0.447) after multivariate analysis. CONCLUSION: Smoking was not associated with higher 30-day complications or mortality after corrective surgery for ASD in this study. However, given the negative effects of smoking on overall health and spine surgery outcomes in the long-term, smoking cessation prior to spinal fusion is still recommended. LEVEL OF EVIDENCE: 3.
PMID: 27434180
ISSN: 1528-1159
CID: 2185372
Incidence, Risk Factors, and Mortality of Reintubation in Adult Spinal Deformity Surgery
De la Garza Ramos, Rafael; Passias, Peter G; Schwab, Frank; Bydon, Ali; Lafage, Virginie; Sciubba, Daniel M
STUDY DESIGN: Retrospective study of an administrative database. OBJECTIVE: The objective was to investigate the incidence, risk factors, and mortality rate of reintubation after adult spinal deformity (ASD) surgery. BACKGROUND DATA: There are limited data regarding the occurrence of reintubation after ASD surgery. MATERIALS AND METHODS: The Nationwide Inpatient Sample database from 2002 to 2011 was used to identify adult patients who underwent elective surgery for scoliosis. Patients who required reintubation were identified and compared with controls (no reintubation). A multivariable logistic regression analysis was performed to identify independent factors associated with reintubation. RESULTS: A total of 9734 patients who underwent surgery for ASD were identified, and 182 required reintubation [1.8%; 95% confidence interval (CI), 1.6%-2.1%] on average 2 days after surgery (range, 0-28 d). After multivariable analysis, the strongest independent risk factors associated with reintubation included postoperative acute respiratory failure [odds ratio (OR), 12.0; 95% CI, 8.6-16.6], sepsis (OR, 6.9; 95% CI, 3.5-13.6), and deep vein thrombosis (OR, 5.7; 95% CI, 3.0-10.9); history of chronic lung disease (OR, 1.6; 95% CI, 1.1-2.3) and fusion of 8 or more segments (OR, 1.5; 95% CI, 1.1-2.2) were also independent risk factors. Mortality rates were significantly higher in reintubated patients (7.3%) compared with that in nonreintubated patients (0.2%, P<0.001). More importantly, reintubation was an independent risk factor for inpatient mortality (OR, 9.8; 95% CI, 4.1-23.5; P<0.001). CONCLUSIONS: The reintubation rate after ASD surgery is approximately 1.8%. Patients with a history of chronic lung disease and patients undergoing fusion of 8 or more segments may be at an increased risk for reintubation; other associated factors included acute respiratory failure, sepsis, and deep vein thrombosis. Patients who required postoperative airway management after ASD surgery were 9.8 times more likely to die during their hospital stay compared with controls.
PMID: 27352366
ISSN: 2380-0194
CID: 2166992
Impact of Race and Insurance Status on Surgical Approach for Cervical Spondylotic Myelopathy in the United States: a Population-Based Analysis
McClelland, Shearwood 3rd; Marascalchi, Bryan J; Passias, Peter G; Protopsaltis, Themistocles S; Frempong-Boadu, Anthony K; Errico, Thomas J
STUDY DESIGN: Retrospective cohort study OBJECTIVE.: To assess factors potentially impacting the operative approach chosen for CSM patients on a nationwide level. SUMMARY OF BACKGROUND DATA: Cervical spondylotic myelopathy (CSM) is one of the most common spinal disorders treated by spine surgeons, with operative management consisting of three approaches: anterior-only, posterior-only, or combined anterior-posterior. It is unknown whether the operative approach used differs based on patient demographics and/or insurance status. METHODS: The Nationwide Inpatient Sample from 2001-2010 was used for analysis. Admissions having a diagnosis code of 721.1 and a primary procedure code of 81.02/81.03, 81.32/81.33, 81.02/81.03 or 81.32/81.33 (combined anterior and posterior fusion/refusion at C2 or below), and 3.09 (decompression of the spinal canal including laminoplasty) were included. Analysis was adjusted for several variables including patient age, race, sex, primary payer for care, and admission source/type. RESULTS: Multivariate analyses revealed that non-Caucasian race [Black (OR = 1.39;95%CI = 1.32-1.47;p < 0.0001), Hispanic (OR = 1.51;95%CI = 1.38-1.66;p < 0.0001), Asian/Pacific Islander (OR = 1.40;95%CI = 1.15-1.70;p = 0.0007), Native American (OR = 1.33;95%CI = 1.02-1.73;p = 0.037)] and increasing age (OR = 1.03; p < 0.0001) were predictive of receiving posterior-only approaches. Female sex (OR = 1.39;95%CI = 1.34-1.43;p < 0.0001), private insurance (OR = 1.19;95%CI = 1.14-1.25;p < 0.0001), and non-trauma center admission type (OR = 1.29-1.39;95%CI = 1.16-1.56;p < 0.0001) were independently predictive of increased likelihood of receiving an anterior-only approach. Hispanic race (OR = 1.35;95%CI = 1.14-1.59;p = 0.0004) and admission source [another hospital (OR = 1.65;95%CI = 1.20-2.27;p = 0.0023), other health facility (OR = 1.68;95%CI = 1.13-2.51;p = 0.011)] were the only variables predictive of increased combined anterior-posterior approaches; Native American race (OR = 0.32;95%CI = 0.13-0.78;p = 0.013) decreased the likelihood of a combined anterior-posterior approach. CONCLUSIONS: Private insurance status, female sex, and Caucasian race independently predict receipt of anterior-only CSM approaches, while non-Caucasian race (Black, Hispanic, Asian/Pacific Islander, Native American) and non-private insurance predict receiving posterior-only CSM approaches. Given recent literature demonstrating posterior-only approaches as predictive of increased mortality in CSM (Kaye et al., 2015), our findings indicate that for CSM patients, non-Caucasian race may significantly increase mortality risk, while private insurance status may significantly decrease the risk of mortality. Further prospective study will be needed to more definitively address these issues. LEVEL OF EVIDENCE: 3.
PMID: 27196022
ISSN: 1528-1159
CID: 2112262