Arthroplasty and IBD
Tidy data
Load packages
Load data
Clean data
Explore data
| Name | Piped data |
| Number of rows | 264159 |
| Number of columns | 781 |
| _______________________ | |
| Column type frequency: | |
| factor | 2 |
| numeric | 3 |
| ________________________ | |
| Group variables | None |
Variable type: factor
| skim_variable | n_missing | complete_rate | ordered | n_unique | top_counts |
|---|---|---|---|---|---|
| disch_yr | 0 | 1 | FALSE | 11 | 201: 29478, 201: 28147, 201: 27736, 201: 26506 |
| gender_cd | 3 | 1 | FALSE | 2 | Fem: 146818, Mal: 117338 |
Variable type: numeric
| skim_variable | n_missing | complete_rate | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| age | 0 | 1.00 | 64.93 | 11.76 | 10 | 57.00 | 65.00 | 73 | 106.00 | ▁▁▇▆▁ |
| length_of_stay | 8671 | 0.97 | 2.98 | 2.63 | 1 | 2.00 | 3.00 | 3 | 280.00 | ▇▁▁▁▁ |
| followup | 0 | 1.00 | 2.96 | 2.92 | 0 | 0.17 | 2.16 | 5 | 10.99 | ▇▃▂▂▁ |
| Name | Piped data |
| Number of rows | 264159 |
| Number of columns | 781 |
| _______________________ | |
| Column type frequency: | |
| logical | 6 |
| ________________________ | |
| Group variables | ibd |
Variable type: logical
| skim_variable | ibd | n_missing | complete_rate | mean | count |
|---|---|---|---|---|---|
| eventual_revision | FALSE | 0 | 1 | 0.02 | FAL: 256385, TRU: 5619 |
| eventual_revision | TRUE | 0 | 1 | 0.03 | FAL: 2101, TRU: 54 |
| any_rev_infection | FALSE | 0 | 1 | 0.01 | FAL: 260092, TRU: 1912 |
| any_rev_infection | TRUE | 0 | 1 | 0.01 | FAL: 2140, TRU: 15 |
| any_medical_complication | FALSE | 0 | 1 | 0.00 | FAL: 261540, TRU: 464 |
| any_medical_complication | TRUE | 0 | 1 | 0.00 | FAL: 2151, TRU: 4 |
| ed_visit_within_3months | FALSE | 0 | 1 | 0.09 | FAL: 237123, TRU: 24881 |
| ed_visit_within_3months | TRUE | 0 | 1 | 0.12 | FAL: 1901, TRU: 254 |
| readmission_within_3months | FALSE | 0 | 1 | 0.07 | FAL: 244756, TRU: 17248 |
| readmission_within_3months | TRUE | 0 | 1 | 0.09 | FAL: 1956, TRU: 199 |
| mortality_3months | FALSE | 0 | 1 | 0.00 | FAL: 261209, TRU: 795 |
| mortality_3months | TRUE | 0 | 1 | 0.00 | FAL: 2146, TRU: 9 |
Methods
Summary of included patients
Initial data query yielded a total of 332,638 cases in 281,988 patients. Revision cases where the corresponding primary case was not found in the database (e.g., because the primary occurred prior to the study period or outside of New York state) were excluded (10,721 in 8,418 patients). Additional cases with illogical or inconsistent data, likely to be the result of medical coding errors, were removed as necessary (e.g., patients greater than 2 primary cases or more than 1 primary case of the same laterality). For the purposes of this analysis, hemiarthroplasty cases were excluded (48,612 cases).
Results
Demographics
| Characteristic | Overall, N = 228,4391 | IBD | p-value2 | |
|---|---|---|---|---|
| IBD, N = 1,8781 | No IBD, N = 226,5611 | |||
| Indication | <0.001 | |||
| OA | 137,904 (60.4%) | 1,018 (54.2%) | 136,886 (60.4%) | |
| Fracture | 17,551 (7.7%) | 219 (11.7%) | 17,332 (7.7%) | |
| AVN | 12,142 (5.3%) | 180 (9.6%) | 11,962 (5.3%) | |
| Inflammatory arthritis | 5,589 (2.4%) | 83 (4.4%) | 5,506 (2.4%) | |
| Unspecified | 55,253 (24.2%) | 378 (20.1%) | 54,875 (24.2%) | |
| Age (years) | 65.0 +/- 11.9 | 64.6 +/- 12.3 | 65.0 +/- 11.8 | 0.163 |
| Sex | <0.001 | |||
| Female | 126,600 (55.4%) | 1,135 (60.4%) | 125,465 (55.4%) | |
| Male | 101,836 (44.6%) | 743 (39.6%) | 101,093 (44.6%) | |
| Race | <0.001 | |||
| White | 185,521 (81.2%) | 1,671 (89.0%) | 183,850 (81.1%) | |
| Black | 17,167 (7.5%) | 73 (3.9%) | 17,094 (7.5%) | |
| Hispanic | 10,698 (4.7%) | 57 (3.0%) | 10,641 (4.7%) | |
| Asian | 2,192 (1.0%) | 9 (0.5%) | 2,183 (1.0%) | |
| Native American | 429 (0.2%) | 4 (0.2%) | 425 (0.2%) | |
| Other or Unknown | 12,432 (5.4%) | 64 (3.4%) | 12,368 (5.5%) | |
| Elixhauser score | 1.0 +/- 4.7 | 1.6 +/- 5.3 | 1.0 +/- 4.6 | <0.001 |
| Insurance | <0.001 | |||
| Private | 112,002 (49.0%) | 868 (46.2%) | 111,134 (49.1%) | |
| Medicare | 103,189 (45.2%) | 936 (49.8%) | 102,253 (45.1%) | |
| Medicaid | 7,120 (3.1%) | 34 (1.8%) | 7,086 (3.1%) | |
| Worker's Compensation | 3,312 (1.4%) | 19 (1.0%) | 3,293 (1.5%) | |
| Other | 2,814 (1.2%) | 21 (1.1%) | 2,793 (1.2%) | |
| Follow-up duration (years) | 3.0 +/- 3.0 | 3.2 +/- 2.9 | 3.0 +/- 3.0 | 0.015 |
| 1 n (%); Mean +/- SD | ||||
| 2 Pearson’s Chi-squared test; Welch Two Sample t-test; Fisher’s Exact Test for Count Data with simulated p-value (based on 2000 replicates) | ||||
| Characteristic | Overall, N = 118,9471 | IBD | p-value2 | |
|---|---|---|---|---|
| IBD, N = 1,0341 | No IBD, N = 117,9131 | |||
| Indication | <0.001 | |||
| OA | 57,733 (48.5%) | 480 (46.4%) | 57,253 (48.6%) | |
| Fracture | 6,655 (5.6%) | 90 (8.7%) | 6,565 (5.6%) | |
| AVN | 6,612 (5.6%) | 105 (10.2%) | 6,507 (5.5%) | |
| Inflammatory arthritis | 3,150 (2.6%) | 44 (4.3%) | 3,106 (2.6%) | |
| Unspecified | 44,797 (37.7%) | 315 (30.5%) | 44,482 (37.7%) | |
| Age (years) | 65.3 +/- 11.7 | 64.7 +/- 12.2 | 65.3 +/- 11.7 | 0.146 |
| Sex | 0.016 | |||
| Female | 67,619 (56.8%) | 626 (60.5%) | 66,993 (56.8%) | |
| Male | 51,328 (43.2%) | 408 (39.5%) | 50,920 (43.2%) | |
| Race | <0.001 | |||
| White | 97,602 (82.1%) | 924 (89.4%) | 96,678 (82.0%) | |
| Black | 8,805 (7.4%) | 36 (3.5%) | 8,769 (7.4%) | |
| Hispanic | 5,458 (4.6%) | 32 (3.1%) | 5,426 (4.6%) | |
| Asian | 720 (0.6%) | 5 (0.5%) | 715 (0.6%) | |
| Native American | 199 (0.2%) | 2 (0.2%) | 197 (0.2%) | |
| Other or Unknown | 6,163 (5.2%) | 35 (3.4%) | 6,128 (5.2%) | |
| Elixhauser score | 1.0 +/- 4.5 | 1.5 +/- 4.9 | 1.0 +/- 4.4 | 0.004 |
| Insurance | 0.004 | |||
| Private | 57,248 (48.1%) | 446 (43.1%) | 56,802 (48.2%) | |
| Medicare | 55,495 (46.7%) | 541 (52.3%) | 54,954 (46.6%) | |
| Medicaid | 3,184 (2.7%) | 21 (2.0%) | 3,163 (2.7%) | |
| Worker's Compensation | 1,692 (1.4%) | 12 (1.2%) | 1,680 (1.4%) | |
| Other | 1,326 (1.1%) | 14 (1.4%) | 1,312 (1.1%) | |
| Follow-up duration (years) | 5.4 +/- 2.3 | 5.3 +/- 2.3 | 5.4 +/- 2.3 | 0.477 |
| 1 n (%); Mean +/- SD | ||||
| 2 Pearson’s Chi-squared test; Welch Two Sample t-test; Fisher’s Exact Test for Count Data with simulated p-value (based on 2000 replicates) | ||||
Outcomes
| Characteristic | IBD | p-value2 | |
|---|---|---|---|
| IBD, N = 1,1651 | No IBD, N = 133,6361 | ||
| Length of hospital stay (days) | 3.5 +/- 2.3 | 3.2 +/- 2.3 | <0.001 |
| ED presentation within 3 months | 157 (13.5%) | 14,811 (11.1%) | 0.010 |
| Readmission within 3 months | 123 (10.6%) | 10,258 (7.7%) | <0.001 |
| Readmission within 12 months | 202 (17.3%) | 17,049 (12.8%) | <0.001 |
| All-cause revision | 42 (3.6%) | 3,814 (2.9%) | 0.126 |
| Revision for PJI | 9 (0.8%) | 1,240 (0.9%) | 0.582 |
| Time to first revision (years) | 3.5 +/- 2.7 | 2.9 +/- 2.7 | 0.153 |
| Reoperation within 3 months of primary | 9 (0.8%) | 833 (0.6%) | 0.520 |
| Reoperation within 12 months of primary | 12 (1.0%) | 1,300 (1.0%) | 0.843 |
| 1 Mean +/- SD; n (%) | |||
| 2 Wilcoxon rank sum test; Pearson’s Chi-squared test | |||
| Characteristic | IBD | p-value2 | |
|---|---|---|---|
| IBD, N = 2,1551 | No IBD, N = 262,0041 | ||
| ED presentation within 3 months | 254 (11.8%) | 24,881 (9.5%) | <0.001 |
| Readmission within 3 months | 199 (9.2%) | 17,248 (6.6%) | <0.001 |
| Readmission within 12 months | 327 (15.2%) | 28,001 (10.7%) | <0.001 |
| Mortality within 3 months | 9 (0.4%) | 795 (0.3%) | 0.338 |
| Mortality within 12 months | 15 (0.7%) | 1,597 (0.6%) | 0.608 |
| 1 n (%) | |||
| 2 Pearson’s Chi-squared test | |||
Survival analysis
GLM for risk of revision
Table 5: Logistic regression models demonstrating the odds of all-cause revision (a) and revision for PJI (b) for patients undergoing THA with at least 2 years of follow-up. Patients with IBD did not have an increased risk of all-cause revision or infection-related revision compared to patients without IBD.
| Characteristic | OR1 | 95% CI1 | p-value |
|---|---|---|---|
| IBD | |||
| No IBD | — | — | |
| IBD | 1.20 | 0.87, 1.62 | 0.244 |
| Age (years) | 0.99 | 0.98, 0.99 | <0.001 |
| Sex | |||
| Female | — | — | |
| Male | 0.95 | 0.89, 1.01 | 0.112 |
| Elixhauser score | 1.00 | 1.00, 1.01 | 0.467 |
| Operative indication | |||
| OA | — | — | |
| Fracture | 1.65 | 1.45, 1.87 | <0.001 |
| Inflammatory arthritis | 1.62 | 1.37, 1.89 | <0.001 |
| AVN | 1.22 | 1.07, 1.39 | 0.003 |
| Unspecified | 0.90 | 0.83, 0.97 | 0.004 |
| Obesity | |||
| No | — | — | |
| Yes | 1.13 | 1.04, 1.22 | 0.003 |
| DM | |||
| No | — | — | |
| Yes | 1.01 | 0.91, 1.11 | 0.915 |
| Length of hospital stay (days) | 1.02 | 1.01, 1.03 | <0.001 |
| 1 OR = Odds Ratio, CI = Confidence Interval | |||
| Characteristic | OR1 | 95% CI1 | p-value |
|---|---|---|---|
| IBD | |||
| No IBD | — | — | |
| IBD | 0.79 | 0.38, 1.43 | 0.474 |
| Age (years) | 0.98 | 0.97, 0.98 | <0.001 |
| Sex | |||
| Female | — | — | |
| Male | 1.22 | 1.09, 1.37 | <0.001 |
| Elixhauser score | 1.02 | 1.01, 1.03 | 0.002 |
| Operative indication | |||
| OA | — | — | |
| Fracture | 1.75 | 1.39, 2.19 | <0.001 |
| Inflammatory arthritis | 1.95 | 1.48, 2.54 | <0.001 |
| AVN | 1.51 | 1.22, 1.86 | <0.001 |
| Unspecified | 1.02 | 0.90, 1.16 | 0.781 |
| Obesity | |||
| No | — | — | |
| Yes | 1.64 | 1.44, 1.87 | <0.001 |
| DM | |||
| No | — | — | |
| Yes | 1.22 | 1.04, 1.42 | 0.012 |
| Length of hospital stay (days) | 1.02 | 1.01, 1.03 | <0.001 |
| 1 OR = Odds Ratio, CI = Confidence Interval | |||