Evidence map›Paper›PMID 42581076›Full record

ArticleScientific reports2026

Triglyceride-glucose index, neutrophil-to-lymphocyte ratio, and high-sensitivity C-reactive protein across albuminuria stages in type 2 diabetes.

Marwa Mohamed Seyam, Hebatuallah Abdelhaleem Elhabiby, Zeinab Shafeek Hamed, Eman Rizk El Fiky, Manar Mohammed Elgebaly, Reham Abdelmageed Aboeida

Abstract read
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Article in Scientific 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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1 · What the graph read from it

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Marwa Mohamed SeyamInternal Medicine Department, Faculty of Medicine, Tanta University, Tanta, 31511, Elgharbia, Egypt. marwa.seyam@med.tanta.edu.eg.
Hebatuallah Abdelhaleem ElhabibyInternal Medicine Department, Faculty of Medicine, Tanta University, Tanta, 31511, Elgharbia, Egypt.
Zeinab Shafeek HamedInternal Medicine Department, Faculty of Medicine, Kafr El Sheikh University, Kafr El Sheikh, Egypt.
Eman Rizk El FikyClinical Pathology Department, Faculty of Medicine, Tanta University, Tanta, Egypt.
Manar Mohammed ElgebalyInternal Medicine Department, Faculty of Medicine, Tanta University, Tanta, 31511, Elgharbia, Egypt.
Reham Abdelmageed AboeidaInternal Medicine Department, Faculty of Medicine, Tanta University, Tanta, 31511, Elgharbia, Egypt.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Diabetic kidney disease (DKD) is a major microvascular complication of type 2 diabetes mellitus (T2DM) and a leading cause of progressive renal failure worldwide. Although urinary albumin-to-creatinine ratio (UACR) and estimated glomerular filtration rate remain the cornerstone measures for DKD assessment, simple and readily available biomarkers may provide complementary clinical information. In this cross-sectional study, 300 patients with T2DM were categorized into three groups according to UACR. The study evaluated and compared the triglyceride-glucose (TyG) index, neutrophil-to-lymphocyte ratio (NLR), and high-sensitivity C-reactive protein (hs-CRP) across albuminuria categories. All three biomarkers differed significantly among the albuminuria categories, with the highest levels observed in patients with macroalbuminuria. Receiver operating characteristic analyses demonstrated good discriminatory performance for albuminuria, with both NLR and hs-CRP exhibiting significantly greater discriminatory ability than the TyG index in several comparisons. In adjusted multinomial logistic regression analysis, NLR was independently associated with both microalbuminuria and macroalbuminuria, whereas the TyG index and hs-CRP were independently associated only with macroalbuminuria. These findings support the complementary role of these readily available biomarkers in the assessment of albuminuria in T2DM and provide a basis for future longitudinal studies to clarify their clinical significance.

Indexed as

AlbuminuriaBlood GlucoseC-Reactive ProteinDiabetes Mellitus, Type 2Diabetic NephropathiesLymphocytesNeutrophilsTriglyceridesAgedBiomarkersCross-Sectional StudiesFemaleHumansMaleMiddle AgedROC CurveBiomarkersBlood GlucoseC-Reactive ProteinTriglyceridesDiabetic kidney diseaseHigh-sensitivity C-reactive proteinNeutrophil–lymphocyte ratioTriglyceride–glucose indexType 2 diabetes mellitus

Identifiers

PMID42581076
PMCPMC13462733

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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.