| Literature DB >> 30229238 |
Ian MacNiven1, Jason E Hsu1, Moni B Neradilek2, Frederick A Matsen1.
Abstract
BACKGROUND: Propionibacterium species are commonly cultured from specimens harvested at the time of revision shoulder arthroplasty. These bacteria reside in normal sebaceous glands, out of reach of surgical skin preparation. The arthroplasty incision transects these structures, which allows Propionibacterium to inoculate the wound and to potentially lead to the formation of a biofilm on the inserted implant. To help identify patients who are at increased risk for wound inoculation, we investigated whether preoperative cultures of the specimens from the unprepared skin surface were predictive of the results of intraoperative cultures of dermal wound-edge specimens obtained immediately after incision of the surgically prepared skin.Entities:
Year: 2018 PMID: 30229238 PMCID: PMC6132903 DOI: 10.2106/JBJS.OA.17.00052
Source DB: PubMed Journal: JB JS Open Access ISSN: 2472-7245
Fig. 2ROC curve for predicting a fresh dermal-wound SpPV of ≥1 from the result of the culture of a specimen from the unprepared skin surface. An ROC curve is a graphical plot that illustrates the performance of a binary classifier system (in this case, whether the dermal wound SpPV is ≥1) as the discrimination threshold (in this case, the skin-surface SpPV) is varied. In this plot, the values next to each dot are the skin-surface SpPV, with the specificity and sensitivity shown in parentheses. Thus, for a threshold of skin-surface SpPV of 4, the specificity for a dermal wound SpPV of ≥1 is 1 and the sensitivity is 0.21. The area under the curve (0.93) is high (a perfect predictor would have an area under the curve of 1).
Characteristics of Patients Undergoing Primary Shoulder Arthroplasty
| Female (N = 18) | Male (N = 48) | P Value | |
| Age | 67.8 ± 9.3 | 65.5 ± 9.5 | 0.384 |
| Unprepared skin surface | |||
| SpPV | 0.19 ± 0.39 | 1.38 ± 1.22 | <0.001 |
| SpPV >0 | 7 (39%) | 36 (75%) | 0.009 |
| SpPV ≥1 | 3 (17%) | 34 (71%) | <0.001 |
| SpCV | 0.23 ± 0.50 | 0.57 ± 0.92 | 0.309 |
| SpCV >0 | 12 (67%) | 31 (65%) | >0.99 |
| SpCV ≥1 | 2 (11%) | 14 (29%) | 0.198 |
| Freshly incised dermis | |||
| SpPV | 0.00 ± 0.00 | 0.78 ± 1.15 | <0.001 |
| SpPV >0 | 0 (0%) | 22 (46%) | <0.001 |
| SpPV ≥1 | 0 (0%) | 19 (40%) | <0.001 |
| SpCV | 0.00 ± 0.00 | 0.06 ± 0.32 | 0.290 |
| SpCV >0 | 0 (0%) | 3 (6%) | 0.556 |
| SpCV ≥1 | 0 (0%) | 2 (4%) | >0.99 |
The values are given as the mean and the standard deviation.
2-sample t test for age, Wilcoxon rank-sum test for ordinal culture variables, and Fisher exact test for percentages.