| Literature DB >> 30325882 |
Ning A Rosenthal1, Kirstin H Heinrich2, Jessica Chung1, Holly Yu2.
Abstract
STUDYEntities:
Mesh:
Year: 2019 PMID: 30325882 PMCID: PMC6485304 DOI: 10.1097/BRS.0000000000002898
Source DB: PubMed Journal: Spine (Phila Pa 1976) ISSN: 0362-2436 Impact factor: 3.468
Figure 1Staphylococcus aureus infection post spinal fusion surgery study patient selection flow chart.
Baseline Patient and Hospital Characteristics by Infection Status
| Characteristics | No | Invasive | Any | ||
| Total number of unique patients | 12,918 | 151 | 294 | ||
| Male sex (%) | 42.69 | 36.42 | 0.2993 | 42.86 | 0.9872 |
| Mean age in yrs (Std. Dev.) | 60.97 (13.51) | 60.61 (13.81) | 0.7793 | 60.24 (13.80) | 0.3697 |
| Race, white (%) | 81.43 | 82.12 | 0.8280 | 87.41 | 0.0089 |
| Multiple level of fusion (%) | 69.25 | 81.46 | 0.0012 | 73.13 | 0.1540 |
| Type of index surgery (%) | |||||
| Fusion | 92.26 | 91.39 | 0.0972 | 93.54 | 0.1129 |
| Refusion | 5.05 | 3.31 | 2.72 | ||
| Both fusion and refusion | 2.69 | 5.30 | 3.74 | ||
| Year of index surgery (%) | |||||
| 2010 | 24.34 | 30.46 | 0.4521 | 23.13 | 0.1726 |
| 2011 | 20.04 | 21.85 | 26.19 | ||
| 2012 | 20.88 | 15.89 | 20.07 | ||
| 2013 | 17.77 | 16.56 | 17.01 | ||
| 2014 | 11.74 | 10.60 | 9.18 | ||
| 2015 | 5.23 | 4.64 | 4.42 | ||
| Location of index surgery (%) | |||||
| Thoracolumbar/lumbar | 87.20 | 88.74 | 0.3118 | 88.44 | 0.8023 |
| Cervical | 11.81 | 9.27 | 10.54 | ||
| Both cervical and thoracolumbar/lumbar | 0.99 | 1.99 | 1.02 | ||
| Had surgery during the 3 months before index surgery (%) | 2.24 | 3.31 | 0.3967 | 1.70 | 0.5323 |
| Prophylactic antibiotic use (%) | 98.07 | 96.69 | 0.2219 | 98.30 | 0.7794 |
| Hospital size (%) | |||||
| 1–299 beds | 32.47 | 23.84 | < 0.001 | 43.88 | < 0.001 |
| 300–499 beds | 44.96 | 39.07 | 35.03 | ||
| 500+ beds | 22.57 | 37.09 | 21.09 | ||
| Teaching hospital (%) | 42.88 | 50.33 | 0.0659 | 34.01 | 0.0024 |
| Population served, rural (%) | 4.47 | 4.64 | 0.9203 | 2.72 | 0.1502 |
| Region of hospital (%) | |||||
| Midwest | 15.81 | 21.85 | 0.0206 | 12.93 | < 0.001 |
| Northeast | 20.84 | 21.85 | 15.65 | ||
| South | 37.35 | 40.40 | 56.46 | ||
| West | 26.00 | 15.89 | 14.97 | ||
No S. aureus infection group is the comparison group for both invasive and any S. aureus infection groups.
Baseline Patient Comorbidities by Infection Status
| Variables | No | Invasive | Any | ||
| Total number of unique patients | 12,918 | 151 | 294 | ||
| Type of comorbidities (%) | |||||
| Myocardial infarction | 4.34 | 5.96 | 0.3306 | 4.42 | 0.9424 |
| Congestive heart failure | 3.51 | 5.96 | 0.1045 | 3.40 | 0.9226 |
| Peripheral vascular | 2.80 | 4.64 | 0.2059 | 3.40 | 0.5392 |
| Cerebrovascular disease | 2.14 | 1.99 | 1.0000 | 2.04 | 0.9035 |
| Dementia | 0.63 | 0.66 | 0.6200 | 1.36 | 0.1249 |
| Chronic pulmonary disease | 20.09 | 23.84 | 0.2529 | 18.71 | 0.5588 |
| Rheumatic disease | 4.30 | 5.30 | 0.5501 | 4.76 | 0.7024 |
| Peptic ulcer disease | 0.63 | 0.66 | 0.6155 | 0.68 | 0.7081 |
| Mild liver disease | 0.35 | 0.66 | 0.4146 | 0.34 | 1.0000 |
| Diabetes without chronic complication | 20.39 | 32.45 | < 0.001 | 26.53 | 0.0099 |
| Diabetes with chronic complication | 2.93 | 1.32 | 0.3315 | 1.02 | 0.0529 |
| Hemiplegia or paraplegia | 0.55 | 1.99 | 0.0541 | 1.02 | 0.2274 |
| Renal disease | 5.41 | 5.30 | 0.9513 | 4.08 | 0.3179 |
| Moderate or severe liver disease | 0.11 | 0.66 | 0.1601 | 0.34 | 0.2866 |
| Any malignancy | 1.18 | 1.99 | 0.2662 | 1.02 | 1.0000 |
| Metastatic solid tumor | 0.53 | 0.66 | 0.5525 | 0.34 | 1.0000 |
| AIDS/HIV | 0.07 | 0.00 | 0.7456 | 0.00 | 0.6507 |
| Mean CCI Score (Std. Dev.) | 0.83 (1.23) | 1.09 (1.28) | 0.0006 | 0.83 (1.11) | 0.4500 |
No S. aureus infection group is the comparison group for both invasive and any S. aureus infection groups.
S. aureus indicates Staphylococcus aureus.
*Including lymphoma and leukemia, not include malignant neoplasm of skin.
†Mutually exclusive with any malignancy group.
Unadjusted Hospital Resource Utilization and Cost by Infection Status During the 180-day Follow-up Period
| Outcomes | No | Invasive | Any | ||
| Total number of unique patients | 12,918 | 151 | 294 | ||
| Mean number of all-cause readmission (Std. Dev.) | 0.25 (0.59) | 1.65 (0.99) | < 0.001 | 0.90 (1.07) | < 0.001 |
| All-cause readmission rate (%) | 19.18 | 96.03 | < 0.001 | 54.76 | < 0.001 |
| Total length of stay, days | |||||
| Mean | 6.24 | 21.26 | < 0.001 | 12.60 | < 0.001 |
| STD | 6.74 | 18.79 | 16.24 | ||
| Median | 4.00 | 17.00 | 6.00 | ||
| IQR | 3, 7 | 9, 28 | 3, 17 | ||
| Range | 1, 189 | 4, 121 | 1, 121 | ||
| Total hospitalization cost (in 2015 U.S. dollars) | |||||
| Mean | $48,968 | $98,382 | < 0.001 | $68,460 | < 0.001 |
| STD | $33,674 | $80,526 | $67,982 | ||
| Median | $40,273 | $79,569 | $49,516 | ||
| IQR | $27,747, $59,812 | $53,122, $113,779 | $28,378, $83,397 | ||
| Range | $444,026 | $586,069 | $591,722 | ||
| Total variable hospitalization cost (in 2015 U.S. dollars) | |||||
| Mean | $31,351 | $57,144 | < 0.001 | $42,387 | < 0.001 |
| STD | $22,578 | $45,848 | $38,289 | ||
| Median | $25,595 | $43,983 | $31,580 | ||
| IQR | $17,225, $38,584 | $31,559, $67,127 | $20,445, $51,565 | ||
| Range | $364,867 | $388,928 | $389,854 | ||
| Discharge status for latest inpatient admission (%) | |||||
| Home/Home health | 68.00 | 50.99 | < 0.001 | 66.67 | 0.1419 |
| Skilled nursing, hospice, rehabilitation centers | 31.34 | 47.02 | 32.31 | ||
| Transfer to another acute care hospital | 0.27 | 1.99 | 1.02 | ||
| Expired | 0.25 | 0.00 | 0.00 | ||
| Other/unknown | 0.14 | 0.00 | 0.00 | ||
No S. aureus infection group is the comparison group for both invasive and any S. aureus infection groups.
S. aureus indicates Staphylococcus aureus.
Multivariable Regression Analysis Results for Total and Variable Hospitalization Costs and Hospital Resource Utilization by Infection Status
| Hospitalization Cost | Invasive | Any | No |
| Total number of unique patients | 151 | 294 | 12,918 |
| Total number of 180-day readmissions | |||
| Adjusted mean | 1.65 | 0.94 | 0.25 |
| 95% CI | 1.33–2.05 | 0.78–1.14 | 0.22–0.27 |
| Total length of stay, days | |||
| Adjusted mean | 20.98 | 13.15 | 6.77 |
| 95% CI | 18.80–23.42 | 12.07–14.33 | 6.54–7.01 |
| Total hospitalization cost | |||
| Mean | $88,353 | $64,356 | $47,366 |
| 95% CI | $78,907–$100,893 | $58,106–$70,893 | $46,840–$47,889 |
| Total variable hospitalization cost | |||
| Mean | $50,966 | $39,820 | $30,243 |
| 95% CI | $45,802–$57,975 | $36,199–$43,673 | $29,918–$30,592 |
(1) Bootstrapping was used in the modeling. Confounding variables adjusted in the models included age, race, fusion type, fusion level, Charlson Comorbidity Index, hospital size, teaching status, and hospital region. (2) Estimates for No S. aureus infection group were from modeling comparisons between invasive S. aureus and No S. aureus group. No S. aureus group is the reference group for each set of comparisons. (3) All cost calculation was adjusted to 2015 US dollars based on Consumer Price Index for all urban consumers for hospital and related services.
CI indicates confidence interval; S. aureus, Staphylococcus aureus.
Figure 2Adjusted mean hospitalization cost and 95% confidence interval by infection status. Solid black bar represents Invasive S. aureus Infection group, grey bar with line pattern represents Any Invasive S. aureus Infection group, and white bar with dot pattern represents No S. aureus Infection group. Note: The 95% confidence intervals for the No S. aureus infection group were too narrow to show up in the chart but they did not overlap with intervals of the other two infection groups for either total or variable cost.
Multivariable Poisson Regression Modeling With Robust Error Variance Analysis Results for 180-day Readmission Risk
| Variable | Model 1: Invasive | Model 2: Any | ||
| Risk Ratio | 95% CI | Risk Ratio | 95% CI | |
| Invasive | 2.15 | 2.06–2.25 | N/A | N/A |
| Overall | N/A | N/A | 1.70 | 1.61–1.80 |
| Age in yrs (%) | ||||
| 18–49 | Reference | Reference | Reference | Reference |
| 50–64 | 1.24 | 1.10–1.39 | 1.22 | 1.09–1.37 |
| 65–74 | 1.72 | 1.54–1.93 | 1.69 | 1.51–1.89 |
| 75+ | 2.06 | 1.82–2.32 | 2.04 | 1.81–2.30 |
| Race (%) | ||||
| White | Reference | Reference | Reference | Reference |
| Nonwhite | 1.09 | 1.05–1.14 | 1.10 | 1.05–1.14 |
| Level of fusion (%) | ||||
| Single level | Reference | Reference | Reference | Reference |
| Multiple level | 1.17 | 1.13–1.22 | 1.18 | 1.13–1.23 |
| Type of index surgery (%) | ||||
| Fusion | Reference | Reference | Reference | Reference |
| Refusion | 1.11 | 0.95–1.29 | 1.11 | 0.95–1.30 |
| Both fusion and refusion | 1.28 | 1.08–1.52 | 1.29 | 1.09–1.53 |
| Charlson Comorbidity Index | 1.13 | 1.11–1.16 | 1.14 | 1.12–1.16 |
| Hospital size (%) | ||||
| 1–299 beds | 0.80 | 0.75–0.85 | 0.78 | 0.73–0.82 |
| 300–499 beds | 1.10 | 1.05–1.16 | 1.11 | 1.06–1.17 |
| 500+ beds | Reference | Reference | Reference | Reference |
| Teaching status (%) | ||||
| Nonteaching hospital | Reference | Reference | Reference | Reference |
| Teaching hospital | 0.82 | 0.78–0.86 | 0.83 | 0.79–0.87 |
| Region of hospital (%) | ||||
| Midwest | 1.14 | 1.07–1.22 | 1.15 | 1.08–1.23 |
| Northeast | 1.00 | 0.92–1.09 | 1.01 | 0.93–1.11 |
| South | 1.03 | 0.97–1.08 | 1.00 | 0.95–1.06 |
| West | Reference | Reference | Reference | Reference |
Model 1 assessed the association between invasive S. aureus infection and 90-day readmission risk adjusting for all known confounders. Model 2 assessed the association between any S. aureus infection and 90-day readmission risk adjusting for all known confounders.
CI indicates confidence interval; S. aureus, Staphylococcus aureus.