Evidence map›Paper›PMID 41752967›Full record

ArticleLife (Basel, Switzerland)2026

Early Changes in Renal Function as Predictors of In-Hospital Mortality in COVID-19 Patients.

Nicu Olariu, Nilima Rajpal Kundnani, Simona Ruxanda Dragan, Luciana-Elena Marc, Victor Buciu, Delia Mira Berceanu Vaduva, Andreas Valcovici, Ioana Adela Ratiu, Petru Bucuras, Adelina Mihaescu

Abstract read
In one paragraph

Article in Life (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Observational
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

10 authors.

Nicu OlariuDepartment of Internal Medicine II, Division of Nephrology, "Victor Babeș" University of Medicine and Pharmacy, 300041 Timisoara, Romania.ORCID 0009-0009-4743-2453
Nilima Rajpal KundnaniUniversity Clinic of Internal Medicine and Ambulatory Care, Prevention and Cardiovascular Recovery, Department VI-Cardiology, "Victor Babeș" University of Medicine and Pharmacy, 300041 Timisoara, Romania.ORCID 0000-0002-2824-7182
Simona Ruxanda DraganUniversity Clinic of Internal Medicine and Ambulatory Care, Prevention and Cardiovascular Recovery, Department VI-Cardiology, "Victor Babeș" University of Medicine and Pharmacy, 300041 Timisoara, Romania.ORCID 0000-0002-3892-0211
Luciana-Elena MarcDepartment of Internal Medicine II, Division of Nephrology, "Victor Babeș" University of Medicine and Pharmacy, 300041 Timisoara, Romania.
Victor BuciuDoctoral School, "Victor Babeș" University of Medicine and Pharmacy, 300041 Timisoara, Romania.
Delia Mira Berceanu VaduvaDepartment XIV-Microbiology, "Victor Babeș" University of Medicine and Pharmacy, 300041 Timisoara, Romania.
Andreas ValcoviciDoctoral School, "Victor Babeș" University of Medicine and Pharmacy, 300041 Timisoara, Romania.
Ioana Adela RatiuFaculty of Medicine and Pharmacy, University of Oradea, 1st December Square 10, 410073 Oradea, Romania.ORCID 0000-0003-0879-1903
Petru BucurasNephrology Clinic, "Pius Brinzeu" Emergency County Hospital, 300723 Timisoara, Romania.
Adelina MihaescuDepartment of Internal Medicine II, Division of Nephrology, "Victor Babeș" University of Medicine and Pharmacy, 300041 Timisoara, Romania.ORCID 0000-0002-3220-6623

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAcute kidney injury (AKI) is a frequent and prognostically relevant complication of COVID-19. However, reliance on static creatinine values or binary AKI definitions may overlook clinically meaningful early renal dynamics. We evaluated whether early renal function trajectories within the first 24-48 h of hospitalization provide incremental prognostic information.

methodsWe conducted a retrospective, single-center cohort study of adults hospitalized with laboratory-confirmed COVID-19 between December 2020 and December 2021. Early renal function patterns were defined using KDIGO-based changes in serum creatinine between admission and 24-48 h, classifying patients as stable, early improvement, or early deterioration. The primary outcome was in-hospital mortality. Multivariable logistic regression adjusted for age, sex, chronic kidney disease, comorbidities, inflammatory burden (C-reactive protein), nutritional status (albumin), pulmonary involvement, and treatment variables.

resultsAmong 721 patients, 65.2% had stable renal function, 22.5% had early improvement, and 12.3% had early deterioration. In-hospital mortality differed significantly across dynamic patterns (

conclusionsEarly renal function change patterns within the first 24-48 h of hospitalization carry prognostic value beyond static creatinine measures. Apparent early creatinine improvement may reflect recovery from prior injury or systemic instability rather than true renal recovery, identifying a subgroup at heightened risk. Classification based on early renal function assessment may enhance early risk stratification in hospitalized patients with COVID-19.

Indexed as

acute kidney injuryCOVID-19eGFRhemodialysisinflammation

Identifiers

PMID41752967
PMCPMC12941961

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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 OpenQuestion graph.