Microbiological Findings and Risk Profiles in Hepatobiliary and Pancreatic Surgery Associated Surgical Site Infections: A Retrospective Cohort Study
Abstract
1. Introduction
2. Materials and Methods
- Clinical data: Age, sex, ICU admission, primary diagnosis, affected organ, presence of malignancy, comorbidities (hypertension, diabetes mellitus, cardiac disease, renal failure, chronic obstructive pulmonary disease, liver disease), obesity (Body Mass Index (BMI) ≥ 30 kg/m2), anemia (hemoglobin (Hb) levels < 12.0 g/dL in women and <13.0 g/dL in men), albumin requirement, transfusion history, smoking status, infective microorganisms, and laboratory parameters (white blood cell count, hemoglobin).
- Operative variables: Type of operation, emergency versus elective setting, duration of surgery, length of preoperative hospitalization, need for reoperation and interval to reoperation and ASA score.
- Outcomes: Mortality (yes/no, time to mortality in days), postoperative complications.
- Exclusion criteria: Patients with a history of organ transplantation, those who underwent multiple hepatobiliary or pancreatic surgeries, and patients who died before postoperative day 30 without evidence of SSI were excluded because they did not meet the CDC 30-day criterion, and early mortality could bias the outcome assessment.
2.1. Microbiological Methods
2.2. Statistical Analysis
3. Results
3.1. Patient Characteristics
3.2. Risk Factor Evaluation for Operative Characteristics
3.3. Risk Factor Evaluation for Comorbidities
3.4. Predictive Performance of Risk Variables for SSI
3.5. Discriminative Performance of SSI Risk Indicators
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| SSI | Surgical site infection |
| HPB | Hepatobiliary and pancreatic |
| ICU | Intensive care unit |
| BMI | Body-Mass Index |
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| Antimicrobial Agent | E. coli | K. pneumoniae | P. aeruginosa | Antimicrobial Agent | Enterococcus spp. | S. aureus |
|---|---|---|---|---|---|---|
| Ampicillin | 51.6% | NT | NT | Ampicillin | 8.3% | 35.2% |
| Amoxicillin Clavulanate | 43.5% | 58.8% | NT | Amoxicillin Clavulanate | 5.5% | NT |
| Piperacillin-Tazobactam | 54.0% | 71.7% | 48.5% | Oxacillin | NT | 41.1% |
| Cefuroxime | 51.5% | 56.9% | NT | Benzylpenicillin | 5.5% | 94.1% |
| Cefoxitin | NT | 16.2% | NT | Gentamicin | 8.3% | NT |
| Ceftriaxone | 61.6% | 65.0% | NT | Tobramycin | NT | 47.0% |
| Ceftazidime | 52.3% | 66.9% | 10.5% | Streptomycin | 16.6% | NT |
| Cefepime | 60.0% | 63.2% | 50.0% | Ciprofloxacin | NT | 29.4% |
| Ceftaroline | 23.8% | 18.6% | NT | Levofloxacin | NT | 29.4% |
| Imipenem | 6.1% | 18.6% | 11.9% | Moxifloxacin | NT | 5.8% |
| Meropenem | 15.4% | 50.7% | 39.4% | Tetracycline | NT | 64.7% |
| Ertapenem | 32.2% | 60.7% | NT | Tigecycline | 0% | 11.7% |
| Amikacin | 2.0% | 21.0% | 13.3% | Vancomycin | 0% | 0% |
| Gentamicin | 30.8% | 47.8% | 21.1% | Teicoplanin | 0% | 0% |
| Tobramycin | NT | NT | 6.3% | Linezolid | 0% | 5.8% |
| Netilmicin | 25.5% | 39.2% | 28.8% | Daptomycin | 0% | 5.8% |
| Ciprofloxacin | 65.5% | 75.5% | 39.4% | Trimethoprim-Sulfamethoxazole | NT | 0% |
| Tigecycline | 0.6% | 29.6% | NT | Erythromycin | NT | 47.0% |
| Trimethoprim-Sulfamethoxazole | 58.1% | 65.0% | NT | Clindamycin | NT | 47.0% |
| Colistin | 1.0% | 5.7% | 2.8% | Fusidic Acid | NT | 23.5% |
| Rifampicin | NT | 58.8% |
| Parameters | Surgical Site Infection | p Value | |
|---|---|---|---|
| Present | Absent | ||
| Age ( ± sd) | 56.1 ± 16.4 | 55.4 ± 17.4 | 1 0.308 |
| Sex (n,%) | |||
| Female | 123 (45.7%) | 145 (51.1%) | 2 0.210 |
| Male | 146 (54.3%) | 139 (48.9%) | |
| Surgery type | |||
| Emergency | 72 (26.8%) | 89 (32.3%) | 2 0.237 |
| Elective | 197 (73.2%) | 295 (68.7%) | |
| Surgery technique | |||
| Open | 206 (76.6%) | 175 (61.6%) | 2 0.001 * |
| Laparoscopic | 63 (23.4%) | 109 (38.4%) | |
| Extent of surgery (n,%) | |||
| Biliary system | 145 (53.9%) | 139 (48.9%) | 2 0.001 * |
| Liver | 50 (18.6%) | 82 (28.9%) | |
| Pancreas | 48 (17.8%) | 58 (20.4%) | |
| Multiorgan | 26 (9.7%) | 5 (1.8%) | |
| ASA | |||
| ASA I | 23 (8.6%) | 43 (15.1%) | 2 0.001 * |
| ASA II | 77 (28.6%) | 121 (42.6%) | |
| ASA III | 169 (62.8%) | 120 (42.3%) | |
| Preoperative hospital stay (days; ± sd) | 4 ± 5.7 | 2.4 ± 4.4 | 1 0.001 * |
| Duration of surgery (minutes; ± sd) | 180.4 ± 130.7 | 140 ± 134.3 | 1 0.001 * |
| Requirement for re-operation (n,%) | |||
| Yes | 77 (28.6%) | 40 (14.1%) | 2 0.001 * |
| No | 192 (71.4%) | 244 (85.9%) | |
| Time to reoperation (days; ± sd) | 3.6 ± 7.6 | 1.7 ± 6 | 1 0.001 * |
| 90-day-Mortality ( ± sd) | 0.08 ± 0.28 | 1.43 ± 6.26 | 1 0.309 |
| Mortality (days; ± sd) | 2.33 ± 9.01 | 11.72 ± 5.24 | 1 0.085 |
| Parameters | Surgical Site Infection | p Value | |
|---|---|---|---|
| Present | Absent | ||
| Malignancy (n,%) | |||
| Present | 93 (34.6%) | 43 (15.1%) | 2 0.001 * |
| Absent | 176 (65.4%) | 241 (84.9%) | |
| Hypertension (n,%) | |||
| Present | 92 (34.2%) | 60 (21.1%) | 2 0.001 * |
| Absent | 177 (65.8%) | 224 (78.9%) | |
| Diabetes mellitus (n,%) | |||
| Present | 93 (34.6%) | 60 (21.1%) | 2 0.001 * |
| Absent | 176 (65.4%) | 224 (78.9%) | |
| Heart failure (n,%) | |||
| Present | 70 (26.0%) | 18 (6.3%) | 2 0.001 * |
| Absent | 199 (74.0%) | 266 (93.7%) | |
| Renal Failure (n,%) | |||
| Present | 37 (13.8%) | 5 (1.8%) | 2 0.001 * |
| Absent | 232 (86.2%) | 279 (98.2%) | |
| Liver Failure (n,%) | |||
| Present | 13 (4.8%) | 1(0.4%) | 2 0.001 * |
| Absent | 256 (95.2%) | 283 (99.6%) | |
| Chronic Obstructive Pulmonary Disease (n,%) | |||
| Present | 24 (8.9%) | 2 (0.7%) | 2 0.001 * |
| Absent | 245 (91.1%) | 282 (99.3%) | |
| Obesity (n,%) | |||
| Present | 43 (16.0%) | 29 (10.2%) | 2 0.044 * |
| Absent | 226 (84.0%) | 255 (89.8%) | |
| Preoperative anemia (n,%) | |||
| Present | 154 (57.2%) | 88 (31.0%) | 2 0.001 * |
| Absent | 115 (42.8%) | 196 (69.0%) | |
| Preoperative WBC (109/L; ± sd) | 12.88 ± 6.02 | 11.72 ± 5.24 | 1 0.008 * |
| Smoking (n,%) | |||
| Present | 101 (37.5%) | 41 (14.4%) | 2 0.001 * |
| Absent | 168 (62.5%) | 243 (85.6%) | |
| Requirement for Albumin (n,%) | |||
| Present | 99 (36.8%) | 68 (23.9%) | 2 0.001 * |
| Absent | 170 (63.2%) | 216 (76.1%) | |
| Requirement for Transfusion (n,%) | |||
| Present | 54 (20.1%) | 34 (12.0%) | 2 0.009 * |
| Absent | 215 (79.9%) | 250 (88.0%) | |
| Postoperative ICU stay over 48 h (n,%) | |||
| Present | 39 (14.5%) | 44 (15.5%) | 2 0.743 |
| Absent | 230 (85.5%) | 240 (84.5%) | |
| Parameters | Surgical Site Infection | |||
|---|---|---|---|---|
| Univariate | Multivariate | |||
| OR (%95 CI) | p Value | OR (%95 CI) | p Value | |
| Age | 0.98 (0.97–1.00) | 0.026 * | 0.99 (0.98–1.00) | 0.175 |
| Sex | ||||
| Male | 1 | - | ||
| Female | 0.95 (0.64–1.40) | 0.807 | ||
| ASA | ||||
| ASA I | 1 | - | ||
| ASA II | 1.06 (0.56–2.02) | 0.843 | ||
| ASA III | 1.73 (0.85–3.53) | 0.130 | ||
| Surgery type | ||||
| Emergency | 1 | - | ||
| Elective | 1.13 (0.71–1.79) | 0.601 | ||
| Surgery technique | ||||
| Laparoscopic | 1 | - | ||
| Open | 1.58 (0.95–2.61) | 0.075 | ||
| Duration of surgery | 1.00 (0.99–1.00) | 0.269 | ||
| Postoperative ICU stay | ||||
| Absent | 1 | - | ||
| Present | 0.77 (0.44–1.32) | 0.347 | ||
| Malignancy | ||||
| Absent | 1 | - | 1 | - |
| Present | 1.93 (1.14–3.23) | 0.013 * | 2.49 (1.60–3.89) | 0.001 * |
| Hypertension | ||||
| Absent | 1 | - | ||
| Present | 1.22 (0.74–2.01) | 0.421 | ||
| Diabetes mellitus | ||||
| Absent | 1 | - | ||
| Present | 0.85 (0.51–1.39) | 0.521 | ||
| Renal failure | ||||
| Absent | 1 | - | 1 | - |
| Present | 5.41 (1.83–15.94) | 0.002 * | 6.49 (2.41–17.47) | 0.001 * |
| COPD | ||||
| Absent | 1 | - | 1 | - |
| Present | 10.95 (2.36–50.79) | 0.002 * | 11.89 (2.63–53.64) | 0.001 * |
| Heart failure | ||||
| Absent | 1 | - | ||
| Present | 7.76 (0.83–71.80) | 0.071 | ||
| Preoperative anemia | ||||
| Absent | 1 | - | 1 | - |
| Present | 2.58 (1.68–3.97) | 0.001 * | 2.47 (1.70–3.58) | 0.001 * |
| Requirement for transfusion | ||||
| Absent | 1 | - | ||
| Present | 0.84 (0.46–1.52) | 0.573 | ||
| WBC | 1.02 (0.99–1.06) | 0.142 | ||
| Parameter | Cut-Off Value | Sensitivity (%) | Specificity (%) | AUC (%95 CL) | p Value |
|---|---|---|---|---|---|
| Age | 56.5 | 0.55 | 0.50 | 0.51 | 0.728 |
| Duration of surgery (min) | 117.5 | 0.66 | 0.54 | 0.56 | 0.019 * |
| WBC (109/L) | 11.45 | 0.54 | 0.60 | 0.58 | 0.020 * |
| Age * Surgery duration | - | 0.60 | 0.60 | 0.60 | 0.000 * |
| Age * WBC | - | 0.55 | 0.55 | 0.55 | 0.045 * |
| Surgery duration * WBC | - | 0.59 | 0.41 | 0.63 | 0.000 * |
| Age * Surgery duration * WBC | - | 0.58 | 0.42 | 0.61 | 0.000 * |
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Erinmez, M.; Birgin, H.; Yılmaz, L.; Zer, Y. Microbiological Findings and Risk Profiles in Hepatobiliary and Pancreatic Surgery Associated Surgical Site Infections: A Retrospective Cohort Study. Pathogens 2025, 14, 1215. https://doi.org/10.3390/pathogens14121215
Erinmez M, Birgin H, Yılmaz L, Zer Y. Microbiological Findings and Risk Profiles in Hepatobiliary and Pancreatic Surgery Associated Surgical Site Infections: A Retrospective Cohort Study. Pathogens. 2025; 14(12):1215. https://doi.org/10.3390/pathogens14121215
Chicago/Turabian StyleErinmez, Mehmet, Hatice Birgin, Latif Yılmaz, and Yasemin Zer. 2025. "Microbiological Findings and Risk Profiles in Hepatobiliary and Pancreatic Surgery Associated Surgical Site Infections: A Retrospective Cohort Study" Pathogens 14, no. 12: 1215. https://doi.org/10.3390/pathogens14121215
APA StyleErinmez, M., Birgin, H., Yılmaz, L., & Zer, Y. (2025). Microbiological Findings and Risk Profiles in Hepatobiliary and Pancreatic Surgery Associated Surgical Site Infections: A Retrospective Cohort Study. Pathogens, 14(12), 1215. https://doi.org/10.3390/pathogens14121215

