| Literature DB >> 30202707 |
Andrew S Chung1, Ryan DiGiovanni2, Steve Tseng2, Joshua W Hustedt2, Norman Chutkan2.
Abstract
STUDYEntities:
Keywords: cervical; cost; elective spine; fusion; obstructive sleep apnea; thoracolumbar
Year: 2017 PMID: 30202707 PMCID: PMC6125927 DOI: 10.1177/2192568217740898
Source DB: PubMed Journal: Global Spine J ISSN: 2192-5682
International Classification of Diseases, Ninth Revision (ICD-9) and Clinical Classification Codes (CCS).
| ICD-9 Code | |
|---|---|
| Procedure codes | |
| Laminectomy, discectomy | 03.09, 80.50, 80.51 |
| Cervical fusion | 81.01 – 81.03, 81.31 – 81.33 |
| Thoracolumbar fusion | 81.04-81.08, 81.34-81.38 |
| Multilevel (>3 level) fusion | 81.62-81.64 |
| Relevant diagnosis codes | |
| Obstructive sleep apnea | 327.23 |
| Infection | 722.93 |
| Fracture | 805.2-805.9, 733.13 730.28 |
| Clinical Classification Codes (CCS) | |
| Postoperative complication | |
| Acute myocardial infarction | 100 |
| Cardiac arrest | 107 |
| Septicemia | 2 |
| Shock | 249 |
| Stroke | 109 |
| Pulmonary embolism | 103 |
| Adult respiratory distress syndrome | 221 |
| Acute renal failure | 157 |
| Deep venous thrombosis | 118 |
| Pneumonia | 122 |
| Complications of procedure | 238 |
| Complications of device | 237 |
| Acute posthemorrhagic anemia | 60 |
| Urinary tract infection | 159 |
Patient Characteristics by Obstructive Sleep Apnea (OSA) Status.
| Parameter | Patients Without OSA (n = 1 052 837), n (%) | Patients With OSA (n = 56 372), n (%) |
|
|---|---|---|---|
| Age, years | 57.6 (SD = 15.0) | 60.3 (SD = 11.9) | <.001 |
| Sex, female | 523 546 (49.9) | 19 460 (34.5) | <.001 |
| Race | <.001 | ||
| White | 730 517 (83.4) | 39 974 (85.2) | |
| Black | 63 677 (7.3) | 3586 (7.6) | |
| Hispanic | 41 910 (4.8) | 1591 (3.4) | |
| Asian/Pacific Islander | 12 763 (1.5) | 337 (0.7) | |
| Native American | 4288 (0.5) | 276 (0.6) | |
| Other | 22 404 (2.6) | 1146 (2.4) | |
| Procedure performed | |||
| Cervical | 238 964 (22.7) | 12 354 (21.9) | <.001 |
| Thoracolumbar | 813 872 (77.3) | 44 018 (78.1) | <.001 |
| Payer | <.001 | ||
| Medicare | 404 140 (38.5) | 24 558 (43.6) | |
| Medicaid | 53 912 (5.1) | 2132 (3.8) | |
| Private | 486 523 (46.3) | 25 309 (45.0) | |
| Self | 13 652 (1.3) | 436 (0.8) | |
| Other | 1637 (0.2) | 45 (0.1) | |
| Missing | 90 864 (8.6) | 3809 (6.8) | |
| Charlson Comorbidity Index severity | <.001 | ||
|
| 850 094 (80.7) | 30 204 (53.6) | |
| Medium (3-4) | 173 209 (16.5) | 19 591 (34.8) | |
| High (≥5) | 29 534 (2.8) | 6578 (11.7) |
Comorbidities by Obstructive Sleep Apnea (OSA) Patients.
| Diagnosis | Patients Without OSA (n = 1 052 837), n (%) | Patients With OSA (n = 56 372), n (%) |
|
|---|---|---|---|
| Alcoholism | 10 789 (1.0) | 687 (1.2) | <.001 |
| Anemia | 48 967 (4.7) | 3837 (6.8) | <.001 |
| Inflammatory arthritis | 28 829 (2.7) | 2163 (3.8) | <.001 |
| Congestive heart failure | 14 974 (1.4) | 2465 (4.4) | <.001 |
| Chronic pulmonary disease | 143 456 (13.6) | 14 128 (25.1) | <.001 |
| Coagulopathy | 11 191 (1.1) | 1033 (1.8) | <.001 |
| Depression | 121 990 (11.6) | 11 266 (20.0) | <.001 |
| Diabetes | 173 201 (16.5) | 18 990 (33.7) | <.001 |
| Electrolyte disorders | 44 694 (4.2) | 4501 (8.0) | <.001 |
| Hypertension | 510 364 (48.5) | 40 003 (71.0) | <.001 |
| Hypothyroidism | 99 208 (9.4) | 6885 (12.2) | <.001 |
| Neurologic disorders | 54 610 (5.2) | 5253 (9.3) | <.001 |
| Obesity | 108 252 (10.3) | 20 588 (36.5) | <.001 |
| Renal failure | 22 697 (2.2) | 2831 (5.0) | <.001 |
| Peripheral vascular disease | 22 737 (2.2) | 1851 (3.3) | <.001 |
| Psychiatric illness | 140 617 (13.4) | 12 987 (23.0) | <.001 |
| Valvular disease | 25 114 (2.4) | 1877 (3.3) | <.001 |
Univariate Analysis: Outcomes by Obstructive Sleep Apnea (OSA) Status.
| Parameter | Patients Without OSA (n = 1 052 837), n (%) | Patients With OSA (n = 56 372), n (%) |
|
|---|---|---|---|
| Major complicationsa | |||
| Cardiac complication | 2941 (0.3) | 301 (0.5) | <.001 |
| Septicemia | 2755 (0.3) | 185 (0.3) | .003 |
| Septic shock | 1035 (0.1) | 67 (0.1) | .128 |
| Stroke | 2155 (0.2) | 160 (0.3) | <.001 |
| Pulmonary embolism | 3613 (0.3) | 916 (1.6) | <.001 |
| Overall | 20 699 (2.0) | 4470 (7.9) | <.001 |
| Pulmonary complications | |||
| Ventilated/ Intubated | 4898 (0.5) | 383 (0.7) | <.001 |
| Respiratory failure | 12 639 (1.2) | 3390 (6.0) | <.001 |
| Pneumonia | 5943 (0.6) | 692 (1.2) | <.001 |
| Overall | 21 611 (2.1) | 4184 (7.4) | <.001 |
| Minor complicationsa | |||
| Deep venous thrombosis | 22 782 (2.2) | 2279 (4.0) | <.001 |
| Acute renal failure | 8027 (0.8) | 1201 (2.1) | |
| Surgical complications | 135 692 (12.9) | 9632 (17.1) | <.001 |
| Postoperative anemia | 46 229 (4.4) | 4002 (7.1) | .001 |
| Urinary tract infection | 17 749 (1.7) | 1255 (2.2) | <.001 |
| Overall | 198 775 (18.9) | 15 256 (27.1) | <.001 |
| Mean length of stay (days) | 2.6 | 3.2 | <.001 |
| Inpatient mortality | 1132 (0.1) | 95 (0.2) | <.001 |
| Hospital charges,b $ | 48 082 | 55 153 | <.001 |
a Include some pulmonary complications in the overall complication rate, however, specific complication rates are listed under “Pulmonary complications.”
b Hospital charges calculated irrespective of procedure type.
Logistic Regression Analysis of Comorbidities and Outcomes.
| Minor Complication | Major Complication | Pulmonary Complication | ||||
|---|---|---|---|---|---|---|
| Odds Ratio (95% CI) |
| Odds Ratio (95% CI) |
| Odds Ratio (95% CI) |
| |
| Comorbiditiesa | ||||||
| Obstructive sleep apnea | 1.25 (1.22-1.28) | <.001 | 2.82 (2.71-2.93) | <.001 | 2.69 (2.59-2.79) | <.001 |
| Alcoholism | 1.19 (1.13-1.24) | <.001 | 1.42 (1.31-1.55) | <.001 | 1.62 (1.49-1.77) | <.001 |
| Anemia | 1.44 (1.41-1.47) | <.001 | 1.11 (1.06-1.16) | <.001 | 1.37 (1.31-1.43) | <.001 |
| Coagulopathy | 3.06 (2.94-3.18) | <.001 | <.001 | 2.90 (2.72-3.08) | <.001 | |
| Congestive heart failure | 1.62 (1.57-1.68) | <.001 | 2.52 (2.40-2.66) | <.001 | 2.91 (2.75-3.07) | <.001 |
| Chronic obstructive pulmonary disease | 1.31 (1.12-1.15) | <.001 | 1.49 (1.44-1.54) | <.001 | 2.12 (2.05-2.18) | <.001 |
| Diabetes | 1.03 (1.02-1.05) | <.001 | 0.75 (0.73-0.78) | <.001 | 0.98 (0.95-1.02) | .389 |
| Electrolyte disorder | 4.13 (4.05-4.22) | <.001 | 4.08 (3.93-4.23) | <.001 | 5.56 (5.36-5.77) | <.001 |
| Hypothyroidism | 1.15 (1.13-1.17) | <.001 | 0.71 (0.68-0.74) | <.001 | 0.90 (0.86-0.94) | <.001 |
| Hypertension | 1.04 (1.03-1.05) | <.001 | 0.65 (0.63-0.68) | <.001 | 0.78 (0.76-0.81) | <.001 |
| Inflammatory arthritis | 1.29 (1.26-1.33) | <.001 | 0.82 (0.77-0.88) | <.001 | 1.04 (0.97-1.11) | .238 |
| Neurologic disorder | 1.45 (1.42-1.48) | <.001 | 1.62 (1.55-1.69) | <.001 | 1.77 (1.70-1.85) | <.001 |
| Obesity | 1.16 (1.14-1.18) | <.001 | 0.90 (0.87-0.94) | <.001 | 1.12 (1.08-1.16) | .360 |
| Peripheral vascular disease | 1.18 (1.14-1.22) | <.001 | 1.25 (1.19-1.33) | <.001 | 1.52 (1.43-1.61) | <.001 |
| Psychiatric disorder | 1.30 (1.28-1.32) | <.001 | 0.70 (0.67-0.72) | <.001 | 0.95 (0.912-0.99) | .008 |
| Renal failure | 1.59 (1.55-1.64) | <.001 | 1.10 (1.05-1.16) | <.001 | 1.29 (1.21-1.36) | <.001 |
| Valvular heart disease | 1.15 (1.11-1.18) | <.001 | 1.48 (1.40-1.56) | <.001 | 1.01 (0.94-1.08) | .864 |
| Charlson Comorbidity Index severity | ||||||
| Low | Ref | Ref | Ref | |||
| Medium | 1.09 (1.06-1.11) | <.001 | 3.31 (3.15-3.48) | <.001 | 1.57 (1.50-1.65) | <.001 |
| High | 0.92 (0.89- 0.96) | <.001 | 6.45 (5.93-7.03) | <.001 | 1.56 (1.43-1.70) | <.001 |
a The reference group was the absence of the specified comorbidity.