Early-admission serum albumin and hospitalization burden in a selected serial-culture cohort of patients with diabetic foot ulcers and subsequent Pseudomonas aeruginosa detection: a retrospective cohort study
- 1Affiliated Hospital of Shandong Second Medical University , , ,
Abstract
Background: Patients with diabetic foot ulcers (DFUs) who undergo repeat wound culture and subsequent Pseudomonas aeruginosa (PA) detection form a selected clinical trajectory. Early-admission serum albumin reflects inflammation, capillary permeability, hepatic synthesis, protein loss, hydration, and nutritional reserve; it is not a stand-alone measure of nutritional status. We examined its association with hospitalization burden conditional on this serial-culture trajectory.
Methods: This single-center retrospective cohort included 408 hospitalized patients with DFU who had a PA-positive wound culture after an earlier non-PA culture during the same admission. Because cohort eligibility required continued hospitalization until repeat sampling and later PA detection, inference was conditional on a post-admission selection event susceptible to immortal-time and collider-selection bias. The culture sequence was an operational ascertainment pattern, not evidence of nosocomial acquisition, microbiological conversion, or invasive PA infection. The co-primary outcomes were length of stay (LOS) and institution-specific nominal hospital charges. Negative binomial and gamma log-link models estimated adjusted within-cohort associations. Exploratory prognostic analyses used bootstrap optimism correction and same-center temporal assessment (development, 2013–2016; assessment, 2017–2018).
Results: Among 408 patients [261 men (64.0%)], median LOS was 14 days [interquartile range (IQR), 9–19] and median nominal hospital charges were CNY 18,708 (IQR, 12,532–27,979). Compared with albumin ≥35 g/L, albumin 30 to <35 g/L was associated with longer LOS [adjusted rate ratio (aRR), 1.24; 95% CI, 1.10–1.40] and higher charges [adjusted charge ratio (aCR), 1.28; 95% CI, 1.12–1.46]; corresponding estimates for albumin <30 g/L were 1.52 (95% CI, 1.29–1.78) and 1.67 (95% CI, 1.40–1.99). Per 5-g/L lower albumin, the aRR for LOS was 1.19 (95% CI, 1.14–1.25) and the aCR for charges was 1.22 (95% CI, 1.16–1.28). Baseline-only estimates changed by less than 3% on the log-ratio scale. Adding albumin increased the apparent area under the curve (AUC) from 0.679 to 0.758 (optimism-corrected, 0.643 to 0.729; ΔAUC, 0.079; bootstrap 95% CI, 0.036–0.120). In the same-center temporal assessment sample (126 patients; 50 events), the AUC was 0.592 for the core model and 0.719 after albumin was added; corresponding Brier scores were 0.234 and 0.204, and calibration slopes were 0.625 and 0.994. These small-sample performance estimates were treated as descriptive. The median bootstrap-optimal albumin cutoff was 35 g/L (95% bootstrap percentile interval, 33–37 g/L).
Conclusions: Within this selected serial-culture cohort, lower early-admission albumin was associated with greater hospitalization burden and with numerically better exploratory prognostic performance in same-center analyses. These findings do not establish causality, transportability, a diagnosis of malnutrition, or a clinically actionable albumin threshold.
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BibTeX
@article{kan2026earlyadmission,
title = {{Early-admission serum albumin and hospitalization burden in a selected serial-culture cohort of patients with diabetic foot ulcers and subsequent Pseudomonas aeruginosa detection: a retrospective cohort study}},
author = {Feifei Kan and Aihong Wang and Youliang Tan and Huizhen Dai},
journal = {Frontiers in endocrinology},
year = {2026},
month = oct,
doi = {10.3389/fendo.2026.1918069},
url = {https://europepmc.org/article/PMC/PMC13668586},
note = {CC BY},
}
RIS
TY - JOUR
TI - Early-admission serum albumin and hospitalization burden in a selected serial-culture cohort of patients with diabetic foot ulcers and subsequent Pseudomonas aeruginosa detection: a retrospective cohort study
AU - Feifei Kan
AU - Aihong Wang
AU - Youliang Tan
AU - Huizhen Dai
PY - 2026
DA - 2026/10/01
JO - Frontiers in endocrinology
DO - 10.3389/fendo.2026.1918069
UR - https://europepmc.org/article/PMC/PMC13668586
AB - Background: Patients with diabetic foot ulcers (DFUs) who undergo repeat wound culture and subsequent Pseudomonas aeruginosa (PA) detection form a selected clinical trajectory. Early-admission serum albumin reflects inflammation, capillary permeability, hepatic synthesis, protein loss, hydration, and nutritional reserve; it is not a stand-alone measure of nutritional status. We examined its association with hospitalization burden conditional on this serial-culture trajectory. Methods: This single-center retrospective cohort included 408 hospitalized patients with DFU who had a PA-positive wound culture after an earlier non-PA culture during the same admission. Because cohort eligibility required continued hospitalization until repeat sampling and later PA detection, inference was conditional on a post-admission selection event susceptible to immortal-time and collider-selection bias. The culture sequence was an operational ascertainment pattern, not evidence of nosocomial acquisition, microbiological conversion, or invasive PA infection. The co-primary outcomes were length of stay (LOS) and institution-specific nominal hospital charges. Negative binomial and gamma log-link models estimated adjusted within-cohort associations. Exploratory prognostic analyses used bootstrap optimism correction and same-center temporal assessment (development, 2013–2016; assessment, 2017–2018). Results: Among 408 patients [261 men (64.0%)], median LOS was 14 days [interquartile range (IQR), 9–19] and median nominal hospital charges were CNY 18,708 (IQR, 12,532–27,979). Compared with albumin ≥35 g/L, albumin 30 to <35 g/L was associated with longer LOS [adjusted rate ratio (aRR), 1.24; 95% CI, 1.10–1.40] and higher charges [adjusted charge ratio (aCR), 1.28; 95% CI, 1.12–1.46]; corresponding estimates for albumin <30 g/L were 1.52 (95% CI, 1.29–1.78) and 1.67 (95% CI, 1.40–1.99). Per 5-g/L lower albumin, the aRR for LOS was 1.19 (95% CI, 1.14–1.25) and the aCR for charges was 1.22 (95% CI, 1.16–1.28). Baseline-only estimates changed by less than 3% on the log-ratio scale. Adding albumin increased the apparent area under the curve (AUC) from 0.679 to 0.758 (optimism-corrected, 0.643 to 0.729; ΔAUC, 0.079; bootstrap 95% CI, 0.036–0.120). In the same-center temporal assessment sample (126 patients; 50 events), the AUC was 0.592 for the core model and 0.719 after albumin was added; corresponding Brier scores were 0.234 and 0.204, and calibration slopes were 0.625 and 0.994. These small-sample performance estimates were treated as descriptive. The median bootstrap-optimal albumin cutoff was 35 g/L (95% bootstrap percentile interval, 33–37 g/L). Conclusions: Within this selected serial-culture cohort, lower early-admission albumin was associated with greater hospitalization burden and with numerically better exploratory prognostic performance in same-center analyses. These findings do not establish causality, transportability, a diagnosis of malnutrition, or a clinically actionable albumin threshold.
SN - 1664-2392
ER -