Longitudinal CBC-Derived Biomarkers and Peritonitis in Peritoneal Dialysis: A Prentice, Williams and Peterson Recurrent-Event Analysis

Background: Peritonitis remains a major complication of peritoneal dialysis (PD), and most previous studies have focused little on the recurrent burden of peritonitis. We investigated the associations of longitudinal complete blood count (CBC)-derived biomarkers with first and subsequent qualifying peritonitis episodes using a recurrent-event framework. Methods: Incident PD patients enrolled between 28 December 2011 and 3 November 2021 were followed through 31 December 2022. Each CBC-derived biomarker was modeled separately as a time-varying exposure in an event-order-stratified Prentice, Williams and Peterson total time (PWP-TT) model of 30-day-separated qualifying peritonitis episodes, adjusted for confounding factors. Restricted cubic splines (RCS) revealed the true shape of the relationship. Biomarkers were assessed separately with Benjamini–Hochberg false discovery rate (BH-FDR) correction for multiple comparisons. Sensitivity analyses included a common complete-case analysis, PWP gap time (PWP-GT), and patient-level shared frailty models. Results: A total of 374 incident PD patients, 10,057 lab records and 179 peritonitis episodes were included in the analysis. Higher neutrophil-to-lymphocyte ratio (NLR) was associated with increased risk of qualifying peritonitis episodes in the multivariate PWP-TT analysis (HR 1.073, 95% CI 1.025–1.123, BH-FDR-adjusted p = 0.018). RCS analysis showed a nonlinear association for NLR (p overall < 0.001, p nonlinearity = 0.022), with risk increasing at higher NLR levels. Systemic inflammation response index (SIRI) showed a similar association (HR 1.099, 95% CI 1.021–1.184, BH-FDR-adjusted p = 0.050) with no evidence of nonlinearity (p nonlinearity = 0.112). Findings were unchanged in the common complete-case analysis and directionally consistent in PWP-GT and shared frailty models. Conclusions: Higher NLR was robustly associated with an increased risk of first and subsequent qualifying peritonitis episodes, with a nonlinear pattern. Whereas SIRI showed a similar but less robust association. These findings support the potential utility of NLR for longitudinal peritonitis risk assessment in PD.

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Journal
Life
Published
2026-10-29
DOI
https://doi.org/10.3390/life16111831
Primary Topic
Dialysis and Renal Disease Management
Type
article
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0.00

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article

Longitudinal CBC-Derived Biomarkers and Peritonitis in Peritoneal Dialysis: A Prentice, Williams and Peterson Recurrent-Event Analysis

Wen Tang, Xiao-Qing Zhang
7 links
Life
Dialysis and Renal Disease Management
article

Longitudinal CBC-Derived Biomarkers and Peritonitis in Peritoneal Dialysis: A Prentice, Williams and Peterson Recurrent-Event Analysis

Wen Tang, Xiao-Qing Zhang
article en

Abstract

Background: Peritonitis remains a major complication of peritoneal dialysis (PD), and most previous studies have focused little on the recurrent burden of peritonitis. We investigated the associations of longitudinal complete blood count (CBC)-derived biomarkers with first and subsequent qualifying peritonitis episodes using a recurrent-event framework. Methods: Incident PD patients enrolled between 28 December 2011 and 3 November 2021 were followed through 31 December 2022. Each CBC-derived biomarker was modeled separately as a time-varying exposure in an event-order-stratified Prentice, Williams and Peterson total time (PWP-TT) model of 30-day-separated qualifying peritonitis episodes, adjusted for confounding factors. Restricted cubic splines (RCS) revealed the true shape of the relationship. Biomarkers were assessed separately with Benjamini–Hochberg false discovery rate (BH-FDR) correction for multiple comparisons. Sensitivity analyses included a common complete-case analysis, PWP gap time (PWP-GT), and patient-level shared frailty models. Results: A total of 374 incident PD patients, 10,057 lab records and 179 peritonitis episodes were included in the analysis. Higher neutrophil-to-lymphocyte ratio (NLR) was associated with increased risk of qualifying peritonitis episodes in the multivariate PWP-TT analysis (HR 1.073, 95% CI 1.025–1.123, BH-FDR-adjusted p = 0.018). RCS analysis showed a nonlinear association for NLR (p overall < 0.001, p nonlinearity = 0.022), with risk increasing at higher NLR levels. Systemic inflammation response index (SIRI) showed a similar association (HR 1.099, 95% CI 1.021–1.184, BH-FDR-adjusted p = 0.050) with no evidence of nonlinearity (p nonlinearity = 0.112). Findings were unchanged in the common complete-case analysis and directionally consistent in PWP-GT and shared frailty models. Conclusions: Higher NLR was robustly associated with an increased risk of first and subsequent qualifying peritonitis episodes, with a nonlinear pattern. Whereas SIRI showed a similar but less robust association. These findings support the potential utility of NLR for longitudinal peritonitis risk assessment in PD.

LifeVol. 16(11)
Peking University Third Hospital (CN)
National Natural Science Foundation of China
Good health and well-being
Openalex Percentile: Top 12%
Dialysis and Renal Disease Management
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