Fluid Resuscitation Volume After Early Echocardiography and Mortality in Sepsis: Target Trial Emulations With Strictly Pre-Exposure Confounder Measurement in MIMIC-IV

Abstract Background Whether echocardiographic phenotypes modify the association between early fluid resuscitation volume and mortality in sepsis is unknown. We emulated three target trials within a single cohort of Sepsis-3 patients with early transthoracic echocardiography (TTE), measuring every confounder strictly before the start of the exposure window. Methods Using MIMIC-IV v3.1 (2008–2022), we identified Sepsis-3 stays with TTE within ± 24 h of ICU admission (first stay per patient; n = 7,819). Emulation 1 (primary) compared post-TTE 24-h fluid volume ≥ 30 vs < 30 mL/kg with a landmark at TTE + 24 h (n = 7,398). Emulation 2 (secondary) compared dobutamine new-users versus non-users within the LVEF < 40% stratum (n = 1,201; 100 new-users). Emulation 3 (secondary) compared vasopressin new-users versus non-users (n = 6,474; 360 new-users). All adjustment covariates—including SOFA components, vasopressor exposure with norepinephrine dose, Sepsis-3 septic shock status, fluid balance and urine output—were measured strictly before the echocardiogram. Overlap weighting was used throughout; propensity scores were re-estimated within phenotype strata. The outcome was 28-day all-cause mortality from each landmark. Effect modification was assessed with formal interaction tests on multiplicative and additive scales. Bias analyses included E-values with hazard-to-risk-ratio conversion, tipping-point grids, and negative control outcomes restricted to diagnoses from prior admissions. Results Post-echocardiography fluid volume ≥ 30 mL/kg was associated with higher 28-day mortality (HR 1.74, 95% CI 1.54–1.97; weighted risk 38.7% vs 24.8%; risk difference + 13.9%, 95% CI 10.8–17.0). The association was similar across LVEF strata (< 40%: HR 1.63, 1.26–2.10, n = 1,361; 40–54%: 2.02, 1.47–2.79, n = 1,180; 55–69%: 1.88, 1.51–2.34, n = 2,752; ≥70% hyperdynamic: 1.39, 1.02–1.89, n = 896) and across RV strata (normal: 1.67, 1.42–1.97, n = 4,814; dysfunction: 1.77, 1.43–2.18, n = 1,979). No formal interaction test supported effect modification (LVEF: multiplicative p = 0.44, additive p = 0.56; RV: multiplicative p = 0.65, additive p = 0.16; LVEF modelled continuously: p = 0.82). A previously observed protective association in hyperdynamic hearts without cardiac disease was not confirmed when cardiac disease was ascertained from pre-admission diagnoses (HR 1.33, 0.90–1.97). The association persisted within pre-TTE SOFA tertiles and septic-shock strata, at 20 and 40 mL/kg thresholds, per 10 mL/kg as a continuous exposure (HR 1.14, 1.11–1.17), with a 6-h exposure window (HR 1.43, 1.27–1.60), and after excluding pre-ICU echocardiograms (HR 1.64, 1.44–1.87). Dobutamine initiation (Emulation 2) was imprecisely estimated (HR 1.57, 0.95–2.60); vasopressin initiation (Emulation 3) was strongly associated with mortality (HR 2.55, 2.13–3.06) without phenotype interaction (multiplicative p = 0.23). The E-value was 2.60 (2.29 for the confidence bound); prior-admission negative control outcomes indicated residual bias acting, if anything, toward the null. Conclusions After strict temporal alignment of confounder measurement, exposure and follow-up, higher fluid volume in the 24 h after early echocardiography was consistently associated with higher 28-day mortality in sepsis, but we found no statistically supported evidence that LVEF or RV phenotype modifies this association. These results do not support phenotype-guided fluid restriction derived from observational subgroup patterns; adequately powered randomised trials with protocolised echocardiography remain necessary.

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Research Square
Published
2026-11-01
DOI
https://doi.org/10.21203/rs.3.rs-11247095/v1
Primary Topic
Sepsis Diagnosis and Treatment
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preprint
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preprint

Fluid Resuscitation Volume After Early Echocardiography and Mortality in Sepsis: Target Trial Emulations With Strictly Pre-Exposure Confounder Measurement in MIMIC-IV

Yilong Hao, Jian Wan, Hui Ye, Peng Li et al.
2 links
Research Square
Sepsis Diagnosis and Treatment
preprint

Fluid Resuscitation Volume After Early Echocardiography and Mortality in Sepsis: Target Trial Emulations With Strictly Pre-Exposure Confounder Measurement in MIMIC-IV

Yilong Hao, Jian Wan, Hui Ye, Peng Li, Zhang Qian, Chen Song
preprint en

Abstract

Abstract Background Whether echocardiographic phenotypes modify the association between early fluid resuscitation volume and mortality in sepsis is unknown. We emulated three target trials within a single cohort of Sepsis-3 patients with early transthoracic echocardiography (TTE), measuring every confounder strictly before the start of the exposure window. Methods Using MIMIC-IV v3.1 (2008–2022), we identified Sepsis-3 stays with TTE within ± 24 h of ICU admission (first stay per patient; n = 7,819). Emulation 1 (primary) compared post-TTE 24-h fluid volume ≥ 30 vs < 30 mL/kg with a landmark at TTE + 24 h (n = 7,398). Emulation 2 (secondary) compared dobutamine new-users versus non-users within the LVEF < 40% stratum (n = 1,201; 100 new-users). Emulation 3 (secondary) compared vasopressin new-users versus non-users (n = 6,474; 360 new-users). All adjustment covariates—including SOFA components, vasopressor exposure with norepinephrine dose, Sepsis-3 septic shock status, fluid balance and urine output—were measured strictly before the echocardiogram. Overlap weighting was used throughout; propensity scores were re-estimated within phenotype strata. The outcome was 28-day all-cause mortality from each landmark. Effect modification was assessed with formal interaction tests on multiplicative and additive scales. Bias analyses included E-values with hazard-to-risk-ratio conversion, tipping-point grids, and negative control outcomes restricted to diagnoses from prior admissions. Results Post-echocardiography fluid volume ≥ 30 mL/kg was associated with higher 28-day mortality (HR 1.74, 95% CI 1.54–1.97; weighted risk 38.7% vs 24.8%; risk difference + 13.9%, 95% CI 10.8–17.0). The association was similar across LVEF strata (< 40%: HR 1.63, 1.26–2.10, n = 1,361; 40–54%: 2.02, 1.47–2.79, n = 1,180; 55–69%: 1.88, 1.51–2.34, n = 2,752; ≥70% hyperdynamic: 1.39, 1.02–1.89, n = 896) and across RV strata (normal: 1.67, 1.42–1.97, n = 4,814; dysfunction: 1.77, 1.43–2.18, n = 1,979). No formal interaction test supported effect modification (LVEF: multiplicative p = 0.44, additive p = 0.56; RV: multiplicative p = 0.65, additive p = 0.16; LVEF modelled continuously: p = 0.82). A previously observed protective association in hyperdynamic hearts without cardiac disease was not confirmed when cardiac disease was ascertained from pre-admission diagnoses (HR 1.33, 0.90–1.97). The association persisted within pre-TTE SOFA tertiles and septic-shock strata, at 20 and 40 mL/kg thresholds, per 10 mL/kg as a continuous exposure (HR 1.14, 1.11–1.17), with a 6-h exposure window (HR 1.43, 1.27–1.60), and after excluding pre-ICU echocardiograms (HR 1.64, 1.44–1.87). Dobutamine initiation (Emulation 2) was imprecisely estimated (HR 1.57, 0.95–2.60); vasopressin initiation (Emulation 3) was strongly associated with mortality (HR 2.55, 2.13–3.06) without phenotype interaction (multiplicative p = 0.23). The E-value was 2.60 (2.29 for the confidence bound); prior-admission negative control outcomes indicated residual bias acting, if anything, toward the null. Conclusions After strict temporal alignment of confounder measurement, exposure and follow-up, higher fluid volume in the 24 h after early echocardiography was consistently associated with higher 28-day mortality in sepsis, but we found no statistically supported evidence that LVEF or RV phenotype modifies this association. These results do not support phenotype-guided fluid restriction derived from observational subgroup patterns; adequately powered randomised trials with protocolised echocardiography remain necessary.

Research Square
Shanghai Jiao Tong University (CN), Shanghai University of Traditional Chinese Medicine (CN), Seventh People's Hospital of Shanghai (CN), Pudong New Area People's Hospital (CN)
Good health and well-being
Sepsis Diagnosis and Treatment
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