Evidence map›Paper›PMID 41952495›Full record

ArticleBioscience reports2026

Renal function dynamics in COVID-19: exploring biomarker interactions with D-dimer and C-reactive proteins.

Ishita Saha, Anirban Sinha, Anup Kumar Sadhu, Rabindra Nath Das, Satadru Ghosh, Priyajit Banerjee, Oly Banerjee, Shampa Sarkar Biswas, Sandip Mukherjee, Palash Kumar Pal

Abstract read
In one paragraph

Article in Bioscience reports, 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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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

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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

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No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

10 authors.

Ishita SahaDepartment of Physiology, Medical College and Hospital, Kolkata 700073, West Bengal, India.
Anirban SinhaDepartment of Endocrinology, Medical College and Hospital, Kolkata 700073, West Bengal, India.
Anup Kumar SadhuConsultant Radiologist, EKO Diagnostic, Medical College and Hospital, Kolkata 700073, West Bengal, India.
Rabindra Nath DasDepartment of Statistics, The University of Burdwan, Golapbag, Burdwan 713104, West Bengal, India.
Satadru GhoshLaboratory of Drug Discovery and Protein Engineering, School of Life Sciences, Swami Vivekananda University, Barrackpore 700121, West Bengal, India.
Priyajit BanerjeeLaboratory of Drug Discovery and Protein Engineering, School of Life Sciences, Swami Vivekananda University, Barrackpore 700121, West Bengal, India.
Oly BanerjeeDepartment of Medical Laboratory Technology, School of Allied Health Sciences, Swami Vivekananda University, Barrackpore 700121, West Bengal, India.
Shampa Sarkar BiswasDepartment of Life Sciences, Presidency University, Kolkata 700073, West Bengal, India.
Sandip MukherjeeDepartment of Physiology, Serampore College, Hooghly 712201, West Bengal, India.ORCID 0000-0003-4176-3496
Palash Kumar PalEco-toxicology and Environmental Endocrinology Laboratory, School of Life Sciences, Swami Vivekananda University, Barrackpore 700121, West Bengal, India.ORCID 0000-0002-0383-4647

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

COVID-19, caused by the SARS-CoV-2 virus, is mainly recognized for its respiratory manifestations. However, growing evidence regarding the widespread expression of ACE2 and TMPRSS2 receptors on diverse extrapulmonary sites, particularly in renal tubular epithelial cells, suggests susceptibility of other organ systems, including the kidneys, to such conditions as acute kidney injury (AKI). In the present retrospective study, we explored the interrelationship between disease severity and renal function abnormalities by analyzing key biochemical parameters: blood urea nitrogen (BUN), serum creatinine (Cr), the BUN/Cr ratio, and estimated glomerular filtration rate (eGFR). Using descriptive statistics and joint generalized linear models, we examined both the mean and variance components of these markers alongside inflammatory indicators such as C-reactive protein (CRP) and D-dimer. Our findings revealed a significant positive correlation between serum urea levels and both CRP and D-dimer concentrations, suggesting that elevated urea may reflect heightened inflammatory activity. Additionally, eGFR showed a positive association with CRP, indicating potential renal involvement in systemic inflammation. Our in silico studies supported such observations, as genes responsible for CRP and D-dimer elevation were found to be common in AKI-associated pathways, particularly IL-6/JAK-STAT, NF-κB, HIF-1, and complement pathways, ultimately causing renal microthrombosis, tubular necrosis, and fibrotic remodeling. Notably, serum Cr revealed no significant association with CRP or D-dimer, possibly due to its lower sensitivity in early renal dysfunction. Although the study is limited by a relatively small sample size and lacks longitudinal data, it underscores the importance of monitoring renal function parameters in COVID-19 patients as potential markers of disease progression.

Indexed as

Acute Kidney InjuryCOVID-19C-Reactive ProteinFibrin Fibrinogen Degradation ProductsKidneyAgedBiomarkersBlood Urea NitrogenCreatinineFemaleGlomerular Filtration RateHumansMaleMiddle AgedRetrospective StudiesSARS-CoV-2BiomarkersC-Reactive ProteinCreatinineFibrin Fibrinogen Degradation Productsfibrin fragment DBlood urea nitrogenCOVID-19C-reactive proteinCreatinineD-dimerRenal function

Identifiers

PMID41952495
PMCPMC13136562

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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.