Evidence map›Paper›PMID 41501711›Full record

ArticleBMC infectious diseases2026

Distribution of pathogenic bacteria and analysis of risk factors for surgical site infections after hepatobiliary surgery.

Hong Chen, Qiu-Feng Han, Fan Wu

Abstract read
In one paragraph

Article in BMC infectious diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Hong ChenDepartment of Hospital Infection Management and Disease Prevention and Control, The First Affiliated Hospital of Fujian Medical University, 20 Chazhong Road, Taijiang District, Fuzhou City, Fujian Province, 350005, China. hongchen011116@outlook.com.
Qiu-Feng HanDepartment of Hospital Infection Management and Disease Prevention and Control, The First Affiliated Hospital of Fujian Medical University, 20 Chazhong Road, Taijiang District, Fuzhou City, Fujian Province, 350005, China.
Fan WuDepartment of Hospital Infection Management and Disease Prevention and Control, The First Affiliated Hospital of Fujian Medical University, 20 Chazhong Road, Taijiang District, Fuzhou City, Fujian Province, 350005, China. FanWu623@hotmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSurgical site infections (SSIs) are major complications following hepatobiliary surgery, leading to prolonged hospitalization, increased healthcare costs, and higher morbidity. Identifying causative pathogens and clinical risk factors is essential for guiding effective prevention and management strategies.

methodsThis retrospective study included 916 adult patients who underwent hepatobiliary surgery between January 2023 and June 2024. Patients were classified into SSI (n = 51) and non-SSI (n = 865) groups according to Centers for Disease Control and Prevention (CDC) diagnostic criteria. Clinical, surgical, and microbiological data were collected. Pathogen identification and antimicrobial susceptibility testing were conducted using standard microbiological techniques and Clinical and Laboratory Standards Institute (CLSI) guidelines. Univariate and multivariate logistic regression analyses were performed to identify independent risk factors for SSI occurrence. Model calibration and discrimination were assessed with the Hosmer–Lemeshow test and area under the receiver operating characteristic curve (AUC).

resultsAmong 916 patients, 51 (5.6%) developed SSIs. Gram-negative bacilli predominated (66.7%), with Escherichia coli (29.4%) and Klebsiella pneumoniae (21.6%) as the most frequent pathogens. Extended-spectrum β-lactamase production was identified in 20.0% of E. coli and 18.1% of K. pneumoniae isolates, whereas carbapenem resistance was low. Multivariate analysis identified diabetes mellitus (odds ratio (Moraes CMT, Corrêa LM, Procópio RJ, Carmo G, Navarro TP. Rev Col Bras Cir 49:e20223125.1, 2022) 2.08, 95% confidence interval [CI] 1.07–4.05), hypoalbuminemia < 35 g/L (OR 2.95, 95% CI 1.60–5.45), operative duration ≥ 240 min (OR 2.72, 95% CI 1.45–5.11), and biliary drainage (OR 1.91, 95% CI 1.01–3.61) as independent predictors. Model calibration was adequate (Hosmer–Lemeshow p = 0.62), with good discrimination (AUC = 0.81).

conclusionsSSIs following hepatobiliary surgery are primarily caused by multidrug-resistant Gram-negative organisms. Perioperative optimization, including glycemic and nutritional management, reduction of operative time, and careful use of biliary drainage, is critical for lowering. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

BacteriaBiliary Tract Surgical ProceduresSurgical Wound InfectionAdultAgedAnti-Bacterial AgentsFemaleHumansMaleMiddle AgedRetrospective StudiesRisk FactorsAnti-Bacterial AgentsEscherichia coliExtended-spectrum β-lactamaseHepatobiliary surgeryKlebsiella pneumoniaeMultidrug resistanceRisk factorsSurgical site infections

Identifiers

PMID41501711
PMCPMC12882521

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.