Table 1.
Key model input parameters.
|
Baseline characteristics of total knee arthroplasty recipients with type II diabetes mellitus | ||
| Parameter |
Estimate |
Source |
| Mean (SDa) age, years | 68.2 (9.5) | Partners Research Patient Data Repository (RPDR) for TKA procedures coded as: CPT 27447, ICD-9 81.54, or LMR LPA427 |
| Mean (SD) BMIb, kg/m2 | 35.4 (8.5) | [37] Ganz 2014 |
| Prevalence of DM among TKA recipients | 20.2% | [24] Paxton 2010 |
| Odds ratio of deep joint infection with DM | 3.72 | [18] Chen 2013 |
| Probability of dental visits in past year |
65.8% |
[38] Tomar 2000 |
|
Infection characteristics in general population | ||
| Parameter |
Estimate |
Source |
| Number of PJIs occurring in year of surgery | 41 | [74] Pulido 2008 |
| Person-years observed in year of surgery | 9245 | [74] Pulido 2008 |
| Number of PJIs occurring in subsequent years | 22 | [74] Pulido 2008 |
| Person-years observed in subsequent years | 33,128 | [74] Pulido 2008 |
| Percent hematogenous infections attributable to dental procedures | 17%c | [40] Waldman 1997, [41] Kaiser Family Foundation |
| Antibiotic efficacy | 63% | [43] Young 2014 |
|
Probability of infection among total knee arthroplasty (TKA) recipients without increased risk of infectionc | ||
| Year of surgery | 0.36% | [18,24,74,[81], [82], [83]] |
| Subsequent years |
0.08% |
[18,24,74,[81], [82], [83]] |
|
Probability of PJI in diabetic cohortc | ||
| First year |
Subsequent years |
|
| No pre-dental antibiotics | 1.04% | 0.22% |
| Pre-dental antibiotics | 1.02% | 0.20% |
|
Costs associated with surgical interventionsd | |
| Parameter |
Estimate |
| Primary TKA (hospital cost, physician fee, post-discharge rehabilitation) | $17,855 [[45], [46], [47], [48], [49], [50]] |
| Revision TKA (hospital cost, physician fee, post-discharge rehabilitation) | $24,992 [[45], [46], [47], [48], [49], [50]] |
| Follow-up care (provider visit, radiograph) | $111 [49,65] |
| Metformin, annual cost | $3,091 [64] |
|
Toxicities associated with total knee arthroplasty (TKA) | |||
| Toxicity |
Probability in year following TKAc [44] |
Annual quality of life decremente |
Costc [[45], [46], [47]] |
| Post-TKA recovery | Variesf | 9.3% | $0 |
| Myocardial infarction | 0.80% | 9.7% | $20,187 |
| Pulmonary embolism | 0.79% | 11.2% | $11,124 |
| Pneumonia | 1.36% | 10.2% | $10,322 |
| Death, primary TKA | 0.62% | 10.3% | $13,212 [44] |
| Death, revision TKA | 0.95% | 10.3% | $13,212 [44] |
| PJI (fatal in 2.24% of cases [84]) | Varies | 14.6% | $48,928 [[45], [46], [47], [48], [49], [50]] |
|
Antibiotic-related adverse eventsg | ||||
| Adverse event (AE) |
Probability |
Cost |
Treatment |
Annual quality of life decrement |
| Minor AE | 2% [43,[57], [58], [59], [60]] | |||
| Probability minor AE being GI upset | 25.4% [56] | $ 40.67 | 50 mg diphenhydramine hydrochloride (2 doses) [85] | 0.01% |
| Probability minor AE being minor anaphylaxis | 74.6% [56] | $ 39.22 | 262mg bismuth subsalicylate [86] | 0.01% |
| Anaphylactic shock | 0.006% [61] | $ 4,629 | 2-day hospitalization [45] | 0.01% |
| Probability of death from anaphylaxis> | 0.002% [57] | $ 13,212 | 10.3% | |
SD: standard deviation; TKA: total knee arthroplasty.
BMI: body mass index.
Derivations are detailed in Section 4 of the Technical Appendix.
Derivations are detailed in Section 3.1 of the Technical Appendix.
Applied to the quality of life until death in the year of surgery; details of derivations have been previously published [31].
All subjects who do not experience another adverse event will experience post-TKA recovery.
Details of derivations regarding antibiotic-related adverse events are described in Section 5 of the Technical Appendix.