| Literature DB >> 30057738 |
Jeremy Steinberger1, Jeffrey Gilligan1, Branko Skovrlj2, Christopher A Sarkiss1, Javier Z Guzman3, Samuel K Cho3, John M Caridi1.
Abstract
STUDYEntities:
Year: 2018 PMID: 30057738 PMCID: PMC6051025 DOI: 10.1155/2018/8428403
Source DB: PubMed Journal: Parkinsons Dis ISSN: 2042-0080
ICD-9-CM procedural and diagnosis codes used.
| ICD-9-CM procedural and diagnosis codes | |
|---|---|
| Procedural codes | |
| 81.04 | Dorsal and dorsolumbar fusion, anterior technique |
| 81.05 | Dorsal or dorsolumbar fusion, posterior technique |
| 81.06 | Lumbar and lumbosacral fusion, anterior technique |
| 81.07 | Lumbar and lumbosacral fusion, lateral transverse process technique |
| 81.08 | Lumbar and lumbosacral fusion, posterior technique |
| 81.34 | Refusion of dorsal and dorsolumbar spine, anterior technique |
| 81.35 | Refusion of dorsal and dorsolumbar spine, posterior technique |
| 81.36 | Refusion of lumbar and lumbosacral spine, anterior technique |
| 81.37 | Refusion of lumbar and lumbosacral spine, lateral transverse process technique |
| 81.38 | Refusion of lumbar and lumbosacral spine, posterior technique |
| 03.09 | Posterior lumbar decompression without fusion |
|
| |
| Diagnosis codes | |
| 721.3 | Lumbosacral spondylosis without myelopathy |
| 721.42 | Lumbar region, spondylogenic compression of lumbar spinal cord |
| 722.1 | Lumbar intervertebral disc without myelopathy |
| 722.52 | Lumbar or lumbosacral intervertebral disc |
| 722.73 | Lumbar region, intervertebral disc disorder with myelopathy |
| 722.83 | Lumbar region, postlaminectomy syndrome |
| 722.93 | Lumbar region, other and unspecified disc disorder |
| 724.02 | Lumbar region, spinal stenosis |
ICD-9-CM: International Classification of Diseases, Ninth Edition, Clinical Modification.
Figure 1Stock plot demonstrating increased prevalence of Parkinson's disease patients undergoing lumbar spine surgery for degenerative conditions between the years 2002 and 2011.
Patients with and without PD undergoing lumbar spine surgery.
| Demographics | No PD | PD |
|
|---|---|---|---|
| Mean age | 58.9 | 70.7 | <0.0001 |
|
| |||
| Age groups | <0.0001 | ||
| 0–44 | 18.53 | 0.45 | |
| 45–64 | 42.09 | 21.57 | |
| >65 | 39.31 | 77.94 | |
|
| |||
| Gender | |||
| Male | 47.07 | 58.61 | <0.0001 |
| Female | 52.93 | 41.39 | <0.0001 |
|
| |||
| Race | <0.0001 | ||
| White | 65.08 | 69.81 | |
| Black | 4.87 | 1.42 | |
| Hispanic | 4.17 | 3.75 | |
| Asian | 0.78 | 1.31 | |
| Native American | 0.29 | 0.15 | |
| Other | 1.75 | 1.62 | |
| Missing | 23.06 | 21.93 | |
|
| |||
| Insurance | <0.0001 | ||
| Medicare | 41.13 | 77.66 | |
| Medicaid | 6.37 | 3.50 | |
| Private | 41.96 | 17.04 | |
| Uninsured | 0.83 | 0.34 | |
| Other | 9.52 | 1.35 | |
| Missing | 0.19 | 0.11 | |
|
| |||
| Procedures | |||
| Lumbar fusion | 53.98 | 40.56 | <0.0001 |
| Lumbar decompression without fusion | 42.23 | 55.42 | <0.0001 |
| Lumbar fusion revision | 3.79 | 4.02 | 0.488 |
|
| |||
| Modified Elixhauser index | 0.32 | 0.70 | <0.0001 |
PD: Parkinson's disease.
Comorbidities of patients with and without PD.
| Comorbidities | No PD | PD |
|
|---|---|---|---|
| Congestive heart failure | 1.94 | 3.61 | <0.0001 |
| Valvular heart disease | 2.86 | 4.34 | <0.0001 |
| Pulmonary circulation disease | 0.51 | 0.87 | 0.001 |
| Peripheral vascular disease | 2.43 | 3.12 | 0.006 |
| Hypertension | 49.50 | 55.53 | <0.0001 |
| Paralysis | 1.65 | 2.73 | <0.0001 |
| Chronic pulmonary disease | 13.99 | 10.62 | <0.0001 |
| Diabetes w/o chronic complications | 14.88 | 14.22 | 0.276 |
| Diabetes w/chronic complications | 1.54 | 2.26 | 0.000 |
| Hypothyroidism | 9.56 | 12.99 | <0.0001 |
| Renal failure | 1.68 | 2.39 | 0.001 |
| Liver disease | 0.76 | 0.33 | 0.002 |
| Peptic ulcer disease | 0.02 | 0.05 | 0.160 |
| Acquired immune deficiency syndrome | 0.03 | 0.05 | 0.544 |
| Lymphoma | 0.23 | 0.22 | 0.869 |
| Metastatic cancer | 0.16 | 0.16 | 0.916 |
| Solid tumor w/o metastasis | 0.35 | 0.76 | <0.0001 |
| Rheumatoid arthritis | 2.82 | 2.61 | 0.438 |
| Coagulopathy | 1.21 | 2.16 | <0.0001 |
| Obesity | 10.18 | 5.79 | <0.0001 |
| Weight loss | 0.38 | 0.91 | <0.0001 |
| Fluid and electrolyte disorders | 6.15 | 8.46 | <0.0001 |
| Chronic blood loss anemia | 0.87 | 1.01 | 0.374 |
| Deficiency anemia | 6.89 | 8.69 | <0.0001 |
| Alcohol abuse | 0.92 | 0.54 | 0.014 |
| Drug abuse | 0.79 | 0.50 | 0.041 |
| Psychoses | 1.69 | 2.79 | <0.0001 |
| Depression | 10.94 | 12.46 | 0.002 |
| Osteoporosis | 3.95 | 7.89 | <0.0001 |
PD: Parkinson's disease.
Adjusted complication odds ratio in PD patients undergoing lumbar surgery.
| Complications | Odds ratio | Low 95% CI | High 95% CI |
|
|---|---|---|---|---|
| Cerebrovascular accident | 0.49 | 0.07 | 3.58 | 0.484 |
| Respiratory complication | 0.85 | 0.56 | 1.29 | 0.444 |
| Cardiac complication | 1.01 | 0.72 | 1.43 | 0.940 |
| Deep venous thrombosis | 1.76 | 0.98 | 3.17 | 0.061 |
| Peripheral vascular disease | 1.38 | 0.45 | 4.31 | 0.575 |
| Neurological complication | 2.03 | 0.99 | 4.16 | 0.052 |
| Genitourinary complication | 1.47 | 1.16 | 1.87 | 0.001 |
| Postoperative shock | 1.24 | 0.40 | 3.87 | 0.716 |
| Wound complication | 0.88 | 0.12 | 6.47 | 0.904 |
| Pulmonary embolism | <0.001 | <0.001 | <0.001 | <0.0001 |
| Postoperative infection | 1.48 | 0.90 | 2.43 | 0.123 |
| Postoperative hemorrhage | 1.30 | 1.16 | 1.47 | <0.0001 |
| Postoperative pneumonia | 0.39 | 0.05 | 2.85 | 0.354 |
| Myocardial infarction | 1.16 | 0.42 | 3.15 | 0.778 |
| Arrhythmia | 0.99 | 0.62 | 1.60 | 0.977 |
| Death | 0.53 | 0.17 | 1.667 | 0.277 |
PD: Parkinson's disease. Regression modeling adjusting for gender, race, hospital (bed size, region, and location), and modified Elixhauser index—reference for PD patients without PD.
Length of stay and costs for patients with PD undergoing degenerative lumbar spine surgery.
| Length of stay (LOS) | Costs ($USD) | |||||
|---|---|---|---|---|---|---|
| No PD | PD |
| No PD | PD |
| |
| Lumbar fusion | 4.00 | 5.13 | <0.0001 | $27,272 | $29,427 | <0.0001 |
| Lumbar decompression | 3.28 | 4.15 | <0.0001 | $12,366 | $12,469 | 0.717 |
| Lumbar fusion revision | 4.80 | 6.24 | <0.0001 | $31,866 | $39,885 | <0.0001 |
PD: Parkinson's disease.
Multivariate analysis assessing risk factors associated with lumbar revision surgery in patients with PD.
| Risk factor | Odds ratio | Low 95% CI | High 95% CI |
|
|---|---|---|---|---|
| Osteoporosis | 1.98 | 1.07 | 3.65 | 0.029 |
| Black | 0.26 | 0.03 | 2.52 | <0.0001 |
| Hispanic | 0.94 | 0.33 | 2.67 | <0.0001 |
| Asian | <0.001 | <0.001 | <0.001 | <0.0001 |
| Native American | <0.001 | <0.001 | <0.001 | <0.0001 |
| Other | 0.57 | 0.18 | 1.80 | <0.0001 |
| Female | 1.07 | 0.72 | 1.58 | 0.750 |
| Age | 0.95 | 0.93 | 0.97 | <0.0001 |
| Small hospital | 0.92 | 0.36 | 2.40 | 0.953 |
| Medium hospital | 0.81 | 0.49 | 1.33 | 0.591 |
| Teaching hospital | 1.40 | 0.92 | 2.14 | 0.118 |
| Midwest | 1.22 | 0.51 | 2.87 | 0.653 |
| South | 1.59 | 0.75 | 3.38 | 0.350 |
| West | 1.72 | 0.79 | 3.75 | 0.209 |
| Urban hospital | 1.02 | 0.43 | 2.42 | 0.964 |
| Modified Elixhauser index | 1.01 | 0.95 | 1.06 | 0.856 |
| Medicare | 1.37 | 0.80 | 2.35 | <0.0001 |
| Medicaid | 0.92 | 0.38 | 2.23 | <0.0001 |
| Uninsured | 9.84 | 1.31 | 73.87 | <0.0001 |
| Other | 0.97 | 0.21 | 4.48 | 0.004 |
| Missing | <0.001 | <0.001 | <0.001 | <0.0001 |
Race reference: white; hospital reference: large hospital; region reference: northeast; insurance reference: private.