Differential Prognostic Associations of Monocyte-Containing and Traditional Systemic Inflammatory Indices with Overall Survival After Resection or Palliative Bypass for Pancreatic Cancer: A Retrospective Cohort Study.
5 affiliations
- 1Faculty of Medicine, George Emil Palade University of Medicine, Pharmacy, Sciences and Technology of Târgu Mureș, 540139 Târgu-Mureș, Romania.
- 2General Surgery Clinic No. 1, County Emergency Clinical Hospital of Târgu-Mureș, 540136 Târgu-Mureș, Romania.
- 3Surgery Department, RCSI University of Medicine and Health Sciences, D09 YD60 Dublin, Ireland.
- 4Clinical Pathology Department, Mures Clinical County Hospital, 540011 Târgu-Mureș, Romania.
- 5Pathophysiology Department, George Emil Palade University of Medicine, Pharmacy, Sciences and Technology of Targu Mures, 540142 Târgu-Mureș, Romania.
Abstract
Background/objectives
Systemic inflammatory indices may differ prognostically between resectable and palliative pancreatic cancer. We compared associations of the aggregate index of systemic inflammation (AISI), systemic inflammation response index (SIRI), neutrophil-to-lymphocyte ratio (NLR), systemic immune-inflammation index (SII), and monocyte-to-lymphocyte ratio (MLR) with overall survival after pancreatic resection or palliative bypass.Methods
This single-center retrospective cohort included 240 patients treated during 2013-2023 (99 resections; 141 palliative bypasses). Indices derived from preoperative blood counts were natural-log transformed, standardized to 1 SD, and entered separately into operative-group-stratified Cox models. Group-specific associations and interactions were estimated. Reconstructed AJCC eighth-edition stage was incorporated only in the resection stratum. Interaction p values were Holm-adjusted. AISI was designated primary and SIRI key secondary.Results
Overall, 215 deaths occurred. Median overall survival was 17.9 months after resection and 5.4 months after palliative bypass. AISI was associated with mortality following bypass (adjusted hazard ratio [HR] per 1-SD increase in ln(AISI), 1.54; 95% confidence interval [CI], 1.28-1.86) but not following resection (HR, 0.97; 95% CI, 0.75-1.25; interaction p = 0.003; Holm-adjusted p = 0.010). SIRI showed corresponding HRs of 1.60 (95% CI, 1.30-1.96) and 0.93 (95% CI, 0.72-1.20), respectively (interaction p = 0.001; Holm-adjusted p = 0.004). Exploratory MLR analysis also showed statistical heterogeneity. SII was associated with mortality following bypass, but its operative-group interaction was not significant. The conventional NLR interaction was also nonsignificant, although model-assumption violations limited its interpretation. The AISI and SIRI findings remained robust in the sensitivity analyses.Conclusions
AISI and SIRI showed statistical heterogeneity in their associations with overall survival between operative groups, with higher values associated with mortality following palliative bypass. These findings do not establish that the operative procedure modifies the underlying biological relationship. The absence of pathological staging in the bypass group leaves potential residual confounding by disease extent. Independent external validation is required before clinical implementation.
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BibTeX
@article{voda2026differential,
title = {{Differential Prognostic Associations of Monocyte-Containing and Traditional Systemic Inflammatory Indices with Overall Survival After Resection or Palliative Bypass for Pancreatic Cancer: A Retrospective Cohort Study.}},
author = {Rares Voda and Sohaib Ahmed and Ovidiu Aurelian Budișcă and Cătălin-Dumitru Cosma and Ovidiu Simion Cotoi and Călin Molnar and Vladimir Bacârea},
journal = {Diseases (Basel, Switzerland)},
year = {2026},
month = sep,
doi = {10.3390/diseases14100358},
url = {https://europepmc.org/article/MED/42929985},
note = {CC BY},
}
RIS
TY - JOUR
TI - Differential Prognostic Associations of Monocyte-Containing and Traditional Systemic Inflammatory Indices with Overall Survival After Resection or Palliative Bypass for Pancreatic Cancer: A Retrospective Cohort Study.
AU - Rares Voda
AU - Sohaib Ahmed
AU - Ovidiu Aurelian Budișcă
AU - Cătălin-Dumitru Cosma
AU - Ovidiu Simion Cotoi
AU - Călin Molnar
AU - Vladimir Bacârea
PY - 2026
DA - 2026/09/28
JO - Diseases (Basel, Switzerland)
DO - 10.3390/diseases14100358
UR - https://europepmc.org/article/MED/42929985
AB - Background/objectives Systemic inflammatory indices may differ prognostically between resectable and palliative pancreatic cancer. We compared associations of the aggregate index of systemic inflammation (AISI), systemic inflammation response index (SIRI), neutrophil-to-lymphocyte ratio (NLR), systemic immune-inflammation index (SII), and monocyte-to-lymphocyte ratio (MLR) with overall survival after pancreatic resection or palliative bypass.Methods This single-center retrospective cohort included 240 patients treated during 2013-2023 (99 resections; 141 palliative bypasses). Indices derived from preoperative blood counts were natural-log transformed, standardized to 1 SD, and entered separately into operative-group-stratified Cox models. Group-specific associations and interactions were estimated. Reconstructed AJCC eighth-edition stage was incorporated only in the resection stratum. Interaction p values were Holm-adjusted. AISI was designated primary and SIRI key secondary.Results Overall, 215 deaths occurred. Median overall survival was 17.9 months after resection and 5.4 months after palliative bypass. AISI was associated with mortality following bypass (adjusted hazard ratio [HR] per 1-SD increase in ln(AISI), 1.54; 95% confidence interval [CI], 1.28-1.86) but not following resection (HR, 0.97; 95% CI, 0.75-1.25; interaction p = 0.003; Holm-adjusted p = 0.010). SIRI showed corresponding HRs of 1.60 (95% CI, 1.30-1.96) and 0.93 (95% CI, 0.72-1.20), respectively (interaction p = 0.001; Holm-adjusted p = 0.004). Exploratory MLR analysis also showed statistical heterogeneity. SII was associated with mortality following bypass, but its operative-group interaction was not significant. The conventional NLR interaction was also nonsignificant, although model-assumption violations limited its interpretation. The AISI and SIRI findings remained robust in the sensitivity analyses.Conclusions AISI and SIRI showed statistical heterogeneity in their associations with overall survival between operative groups, with higher values associated with mortality following palliative bypass. These findings do not establish that the operative procedure modifies the underlying biological relationship. The absence of pathological staging in the bypass group leaves potential residual confounding by disease extent. Independent external validation is required before clinical implementation.
SN - 2079-9721
ER -