Evidence map›Paper›PMID 41567657›Full record

ArticleBiomarker insights2026

Abnormal Serum Albumin, Alanine Aminotransferase, and Blood Urea Nitrogen are Associated with Higher Risks for Mechanical Ventilation and In-Hospital Mortality in COVID-19 Positive US Veterans.

Whitney D Moss, Giovanna R Pires, Guo Wei, Jessica L Marquez, Jack D Sudduth, Aaron J Miller, Gregory J Stoddard, Jayant P Agarwal, Sujee Jeyapalina

Abstract read
In one paragraph

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

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0cells of the map it votes in
0citing papers in PubMed
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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

9 authors.

Whitney D MossDepartment of Surgery, University of Utah School of Medicine, Salt Lake City, UT, USA.
Giovanna R PiresDepartment of Surgery, University of Utah School of Medicine, Salt Lake City, UT, USA.
Guo WeiDivision of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA.
Jessica L MarquezDepartment of Surgery, University of Utah School of Medicine, Salt Lake City, UT, USA.
Jack D SudduthDepartment of Surgery, University of Utah School of Medicine, Salt Lake City, UT, USA.
Aaron J MillerDepartment of Surgery, University of Utah School of Medicine, Salt Lake City, UT, USA.ORCID https://orcid.org/0009-0000-6286-2974
Gregory J StoddardDivision of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA.
Jayant P AgarwalDepartment of Surgery, University of Utah School of Medicine, Salt Lake City, UT, USA.
Sujee JeyapalinaDepartment of Surgery, University of Utah School of Medicine, Salt Lake City, UT, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Since the first reported case of Coronavirus Disease 2019 (COVID-19), clinicians and scientists have been challenged to contrive ideal prevention, detection, and treatment strategies. As the death toll surpasses 1 million in the United States, identifying disease risk factors, specifically those risks related to severe disease manifesting as in-hospital mortality and invasive mechanical ventilation (MV), becomes crucial. Objectives: This study evaluated the association between abnormal blood biochemical markers, specifically albumin, alanine aminotransferase (ALT), creatinine, serum sodium, and blood urea nitrogen (BUN), to MV and in-hospital mortality in COVID-19 positive United States Veterans. Design: We performed a retrospective cohort analysis on 298 760 US veterans admitted to any national Veterans Affairs Hospital (VHA) with a positive COVID-19 test from March 1, 2020, to August 31, 2021, resulting in a total of 30 729 patients. Methods: A selection of patient-specific and COVID-19 test-related data was collected from the COVID-19 Shared Data Resources sourced from the VHA's Corporate Data Warehouse. These data were statistically analyzed using multivariable Cox regression models. Results: Patients with lower albumin (<3.5 g/L); and higher BUN (>23 mg/dL), creatinine (>1.5 mg/dL), and ALT (>40 U/L) levels had increased risks for MV (29%, 40%, 20%, 26%) and in-hospital mortality (46%, 69%, 23%, 13%), respectively. Interestingly, patients with lower BUN (<11 mg/dL) values had decreased risks for both MV (22%) and in-hospital mortality (31%). Patients with sodium <135 mmol/L had an increased risk for MV and in-hospital mortality (30%, 9%), while sodium >145 mmol/L had an increased risk for in-hospital mortality (125%). Conclusion: Overall, veterans hospitalized with COVID-19 and having abnormal albumin, ALT, BUN, and creatinine values were statistically associated with ventilatory status and case-fatality.

Indexed as

biomarkersCOVID-19in-hospital mortalityventilatory supportveterans

Identifiers

PMID41567657
PMCPMC12816536

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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.