Evidence mapPaperPMID 42360430Full record

ArticlePediatric cardiology2026

Nonlinear Association of Serum Sodium with Urine Output in Postoperative Pediatric Cardiac Patients Receiving Furosemide: A Retrospective Study.

David Gilad, Arielle Jacover, Shalom Levy, Reut Kassif Lerner, Eitan Keizman, David Mishali, Yelena Skourikhin, Uriel Katz, Tal Tirosh Wagner, Itai M Pessach and 1 more

Abstract read
PubMed Publisher
In one paragraph

Article in Pediatric cardiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

David Gilad *Department of Pediatric Intensive Care, The Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Tel-Hashomer, 52621, Ramat Gan, Israel.
Arielle Jacover *Department of General Surgery and Transplantation, Sheba Medical Center, Tel-Hashomer, Ramat Gan, Israel.
Shalom LevyFaculty of Humanities and Social Sciences, Ariel University, Ariel, Israel.
Reut Kassif LernerDepartment of Pediatric Intensive Care, The Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Tel-Hashomer, 52621, Ramat Gan, Israel.
Eitan KeizmanGray Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.
David MishaliPediatric and Congenital Cardiothoracic Surgery, The Edmond J. Safra International Congenital Heart Center (EJS-ICHC), Sheba Medical Center, Tel-Hashomer, Ramat Gan, Israel.
Yelena SkourikhinDepartment of Pediatric Intensive Care, The Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Tel-Hashomer, 52621, Ramat Gan, Israel.
Uriel KatzThe Institute of Pediatric Cardiology, The Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel.
Tal Tirosh WagnerThe Institute of Pediatric Cardiology, The Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel.
Itai M PessachDepartment of Pediatric Intensive Care, The Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Tel-Hashomer, 52621, Ramat Gan, Israel.
Evyatar HubaraDepartment of Pediatric Intensive Care, The Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Tel-Hashomer, 52621, Ramat Gan, Israel. evyatarhu@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Furosemide resistance and fluid overload remain major challenges in postoperative pediatric cardiac patients. Although adult studies suggest synergistic effects of hypertonic saline with loop diuretics, pediatric postoperative physiology differs substantially. Data describing the relationship between serum sodium and diuretic responsiveness after congenital heart surgery remain limited. We conducted a retrospective observational cohort study of 264 pediatric patients (0-18 years) admitted to a tertiary cardiac intensive care unit following cardiac surgery (2021-2023) who received intravenous furosemide. The analytic window comprised postoperative days 1-2 (POD1-2), yielding 528 patient-day observations. The primary outcome was total urine output normalized to body weight (mL/kg/day); the primary exposure was mean daily serum sodium (mEq/L). Linear mixed-effects models with patient-level random intercepts were used. Serum sodium was modeled using natural cubic splines (3 degrees of freedom) to allow for nonlinearity, adjusting for furosemide dose, log(VIS + 1) as a marker of vasoactive support, albumin, creatinine, fluids administered, postoperative day, and infusion mode (continuous infusion vs. bolus). To complement the spline model with a clinically interpretable summary, we additionally fit a piecewise threshold model with a data-driven changepoint. To address temporal-direction concerns from same-window measurement, we performed prespecified lagged-exposure (POD1 sodium → POD2 urine output and POD2 → POD3) and within-patient first-difference sensitivity analyses. The strength of unmeasured confounding required to attenuate the primary association to the null was quantified via E-values for the point estimate and the lower bound of the 95% confidence interval. Multiple imputation by chained equations (m = 30) was used for modest missingness on laboratory covariates; the primary outcome and furosemide dose were essentially fully observed. Mean age was 2.7 ± 3.7 years (median 1.0 [IQR 3.6]). The sodium-urine-output association followed a steep-then-flat shape: predicted urine output rose with sodium across the hyponatremic range and plateaued near low-normal values; a data-driven changepoint analysis on a single imputed dataset estimated the slope transition at serum sodium ≈ 136.5 mEq/L (95% CI 133.5 to 139.5). The formal test for nonlinearity was not significant (χ²=3.24, df = 2, p = 0.198). Translated to a clinically standard 5 mEq/L contrast, correcting sodium from 135 to 140 mEq/L was associated with + 9.48 mL/kg/day urine output (95% CI 7.24 to 11.72), while no significant change was observed for 140 to 145 mEq/L (+ 0.90 mL/kg/day, 95% CI - 1.29 to 3.09). Daily fluids administered were positively associated with urine output (β = +0.27 mL/kg/day per 1 mL/kg/day intake; 95% CI 0.18 to 0.36; p < 0.001), the most precisely estimated covariate in the model. Vasoactive support, entered as log(VIS + 1), was independently associated with greater urine output (β = +11.11 mL/kg/day per unit log[VIS + 1]; 95% CI 7.13 to 15.10; p < 0.001). Continuous furosemide infusion was associated with + 24.76 mL/kg/day greater urine output than bolus dosing (95% CI 7.15 to 42.37; p = 0.006). Furosemide total daily dose was not independently associated with urine output after adjustment (β = -0.27 mL/kg/day per mg/kg/day; p = 0.85). Serum sodium did not modify furosemide responsiveness (interaction likelihood-ratio test χ²=2.26, df = 3, p = 0.520). The primary association was directionally consistent in lagged analyses (POD2 sodium → POD3 urine output: contrast + 9.22 mL/kg/day, 95% CI 7.45 to 11.00; POD1 → POD2: +6.83 mL/kg/day, 95% CI 5.41 to 8.25). The E-value for the lower 95% confidence bound of the primary contrast was 1.75. In postoperative pediatric cardiac patients receiving intravenous furosemide, higher serum sodium in the hyponatremic range was associated with substantially greater urine output, with the association plateauing near 136 mEq/L. Vasoactive support intensity was an additional independent positive correlate of urine output, while serum sodium and furosemide dose did not interact. These observational findings are most consistent with serum sodium serving as a marker of physiologic recovery and renal perfusion rather than a directly modifiable mediator of diuresis. Prospective studies are needed to test whether sodium-modifying or infusion-mode interventions improve diuretic responsiveness and clinical outcomes.

Indexed as

Diuretic resistanceFluid overloadFurosemideMixed-effects modelsPediatric cardiac surgerySerum sodiumUrine outputVasoactive-inotropic score

Identifiers

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.