Diagnostic Utility of Serum Activating Transcription Factor 4 and Toll-like Receptor 4 as Early Biomarkers of Inflammation in Metabolic Dysfunction–Associated Steatotic Liver Disease

<b>Background/Objectives:</b> This study aimed to evaluate the serum activating transcription factor 4 (ATF4) and toll-like receptor 4 (TLR4) levels in patients with metabolic dysfunction-associated steatotic liver disease (MASLD), and to explain the mechanism in the inflammatory and fibrogenic signaling pathways that are thought to play a role in the development of MASLD through these parameters. <b>Methods:</b> Eighty-eight patients with MASLD and 88 age-sex matched healthy controls were included in this study. Serum ATF4 and TLR4 concentrations were measured using an ELISA method. <b>Results:</b> Both TLR4 (<i>p</i> = 0.010) and ATF4 (<i>p</i> < 0.001) levels were higher in the MASLD group. In this group, TLR4 showed a negative correlation with age. ROC analysis indicated that an ATF4 value of 1.305 or above identified MASLD with 93.2% sensitivity and 85.2% specificity (AUC = 0.968, <i>p</i> < 0.001). For TLR4, a cut-off of 343.5 yielded a sensitivity of 54.5% and a specificity of 70.5% (AUC = 0.613, <i>p</i> = 0.01), indicating limited discriminative ability. <b>Conclusions:</b> Patients with MASLD had higher serum TLR4 and ATF4 levels, consistent with their involvement in inflammatory and fibrotic pathways. ATF4 showed strong diagnostic performance and may serve as a useful non-invasive marker for early MASLD. When evaluated together with TLR4, it may provide complementary information regarding inflammatory pathway activation.

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Publication Details

Journal
Journal of Clinical Medicine
Published
2026-01-09
DOI
https://doi.org/10.3390/jcm15020559
Primary Topic
Liver Disease Diagnosis and Treatment
Type
article
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article

Diagnostic Utility of Serum Activating Transcription Factor 4 and Toll-like Receptor 4 as Early Biomarkers of Inflammation in Metabolic Dysfunction–Associated Steatotic Liver Disease

Isa Yalcinkaya, Şeyma Dümür, Gülden ANATACA, Elif Kadioglu Yeniyurt et al.
Journal of Clinical Medicine
Liver Disease Diagnosis and Treatment
article

Diagnostic Utility of Serum Activating Transcription Factor 4 and Toll-like Receptor 4 as Early Biomarkers of Inflammation in Metabolic Dysfunction–Associated Steatotic Liver Disease

Isa Yalcinkaya, Şeyma Dümür, Gülden ANATACA, Elif Kadioglu Yeniyurt, Omer Vehbi Alpaydin, Omur Tabak, Iskender Ekinci, Hafize Uzun, Eda Nur Duran, Melda Yalcinkaya
article en

Abstract

<b>Background/Objectives:</b> This study aimed to evaluate the serum activating transcription factor 4 (ATF4) and toll-like receptor 4 (TLR4) levels in patients with metabolic dysfunction-associated steatotic liver disease (MASLD), and to explain the mechanism in the inflammatory and fibrogenic signaling pathways that are thought to play a role in the development of MASLD through these parameters. <b>Methods:</b> Eighty-eight patients with MASLD and 88 age-sex matched healthy controls were included in this study. Serum ATF4 and TLR4 concentrations were measured using an ELISA method. <b>Results:</b> Both TLR4 (<i>p</i> = 0.010) and ATF4 (<i>p</i> < 0.001) levels were higher in the MASLD group. In this group, TLR4 showed a negative correlation with age. ROC analysis indicated that an ATF4 value of 1.305 or above identified MASLD with 93.2% sensitivity and 85.2% specificity (AUC = 0.968, <i>p</i> < 0.001). For TLR4, a cut-off of 343.5 yielded a sensitivity of 54.5% and a specificity of 70.5% (AUC = 0.613, <i>p</i> = 0.01), indicating limited discriminative ability. <b>Conclusions:</b> Patients with MASLD had higher serum TLR4 and ATF4 levels, consistent with their involvement in inflammatory and fibrotic pathways. ATF4 showed strong diagnostic performance and may serve as a useful non-invasive marker for early MASLD. When evaluated together with TLR4, it may provide complementary information regarding inflammatory pathway activation.

Journal of Clinical MedicineVol. 15(2)
Bezmiâlem Vakıf Üniversitesi (TR), Sivas State Hospital (TR), Bayburt State Hospital (TR), Sağlık Bilimleri Üniversitesi (TR), İstanbul Kanuni Sultan Süleyman Eğitim ve Araştırma Hastanesi (TR), Istanbul University (TR), University of Health Sciences Antigua (AG)
Reduced inequalities
Openalex Percentile: Top 94%
Liver Disease Diagnosis and Treatment
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