Objective Approximately one-third of sepsis patients experience poor outcomes including chronic critical illness (CCI, intensive care unit (ICU) stay > 14 days) or early death (in-hospital death within 14 days). We sought to characterize lipoprotein predictive ability for poor outcomes and contribution to sepsis heterogeneity. Design Prospective cohort study with independent replication cohort. Setting Emergency department and surgical ICU at two hospitals. Patients Sepsis patients presenting within 24 h. Methods Measures included cholesterol levels (total cholesterol, high density lipoprotein cholesterol [HDL-C], low density lipoprotein cholesterol [LDL-C]), triglycerides, paraoxonase-1 (PON-1), and apolipoprotein A-I (Apo A-I) in the first 24 h. Inflammatory and endothelial markers, and sequential organ failure assessment (SOFA) scores were also measured. LASSO selection assessed predictive ability for outcomes. Unsupervised clustering was used to investigate the contribution of lipid variation to sepsis heterogeneity. Measurements and main results 172 patients were enrolled. Most (~ 67%, 114/172) rapidly recovered, while ~ 23% (41/172) developed CCI, and ~ 10% (17/172) had early death. ApoA-I, LDL-C, mechanical ventilation, vasopressor use, and Charlson Comorbidity Score were significant predictors of CCI/early death in LASSO models. Unsupervised clustering yielded two discernible phenotypes. The Hypolipoprotein phenotype was characterized by lower lipoprotein levels, increased endothelial dysfunction (ICAM-1), higher SOFA scores, and worse clinical outcomes (45% rapid recovery, 40% CCI, 16% early death; 28-day mortality, 21%). The Normolipoprotein cluster patients had higher cholesterol levels, less endothelial dysfunction, lower SOFA scores and better outcomes (79% rapid recovery, 15% CCI, 6% early death; 28-day mortality, 15%). Phenotypes were validated in an independent replication cohort (N = 86) with greater sepsis severity, which similarly demonstrated lower HDL-C, ApoA-I, and higher ICAM-1 in the Hypolipoprotein cluster and worse outcomes (46% rapid recovery, 23% CCI, 31% early death; 28-day mortality, 42%). Normolipoprotein patients in the replication cohort had better outcomes (55% rapid recovery, 32% CCI, 13% early death; 28-day mortality, 28%) Top features for cluster discrimination were HDL-C, ApoA-I, total SOFA score, total cholesterol level, and ICAM-1. Conclusions Lipoproteins predicted poor sepsis outcomes. A Hypolipoprotein sepsis phenotype was identified and characterized by lower lipoprotein levels, increased endothelial dysfunction (ICAM-1) and organ failure, and worse clinical outcomes.
BACKGROUND: This study examined the effect of Medicaid expansion on 1-year survival of pancreatic cancer for nonelderly adults. We further evaluated whether sociodemographic and county characteristics alter the association of Medicaid expansion and 1-year survival. STUDY DESIGN: We obtained data from the Surveillance Epidemiology and End-Results dataset on individuals diagnosed with pancreatic cancer from 2007 to 2015. A Difference-in-Differences model compared those from early-adopting states to non–early-adopting states, before and after adoption (2014), while taking into consideration sociodemographic and county characteristics to estimate the effect of Medicaid expansion on 1-year survival. RESULTS: In the univariable Difference-in-Differences model, the probability of 1-year survival for pancreatic cancer increased by 4.8 percentage points (ppt) for those from Medicaid expansion states postexpansion (n = 35,347). After adjustment for covariates, the probability of 1-year survival was reduced to 0.8 ppt. Interestingly, after multivariable adjustment the effect of living in an expansion state on 1-year survival was similar for men and women (0.6 ppt for men vs 1.2 ppt for women), was also similar for Whites (2.6 ppt), and was higher in those of other races (5.9 ppt) but decreased for Blacks (–2.0 ppt). Those who were insured (–0.1 ppt) or uninsured (–2.2 ppt) experienced a decrease in the probability of 1-year survival; however, those who were covered by Medicaid at diagnosis experienced an increase in the probability of 1-year survival (7.4 ppt). CONCLUSIONS: Medicaid expansion during or after 2014 is associated with an increase in the probability of 1-year survival for pancreatic cancer; however, this effect is attenuated after adjustment for sociodemographic characteristics. Of note, the positive association was more pronounced in certain categories of key covariates suggesting further inquiry focused on these subgroups.
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