The role of lipid-derived indices in patients with MASLD in Turkey: a nationwide, multicenter cross-sectional study

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Authors: İhsan Solmaz, Ali Kırık, İsmail Demir, Oğuzhan Sıtkı Dizdar, Nevzat Gözel, Gökhan Tazegül, Bilgin Bahadır Başgöz, Cem Şahin, Kubilay İşsever, Gülali Aktaş, Pınar Yildiz, Emin Gemcioğlu
+88 more Enes Seyda Şahiner, Hilal Bektaş Uysal, Yasin Şahintürk, Ömer Faruk Alakuş, Mustafa Akdeniz, Hilmi Erdem Sümbül, Nizameddin Koca, Türkan Paşalı Kilit, Sibel Demiral Sezer, Emine Binnetoglu, Eşref Araç, Hacer Şen, Bahri Abaylı, Hale Akan, Canan Akkuş, Berrin Aksakal, Burçin Meryem Atak Tel, Ahmet Aydın, Sami Bahçebaşı, Orhan Balıkçı, Lale Saka Baraz, Muharrem Bayrak, Hatice Beyazal Polat, İrem Biçer, Rıfat Bozkuş, Fatih Coşkun, Cüneyt Çağatay, Feride Çağlar, Erkan Çakmak, Deniz Çekiç, Ülfet Değer, Ayşe Kevser Demir, Erkan Dulkadiroğlu, Nur Düzen Oflas, Betül Erişmiş, Ali Emre Erol, Ayşegül Ertınmaz, Müzeyyen Eryılmaz, Ahmed Bilal Genç, Melis Gökgöz, Fatih İleri, Uğur Can İzlimek, Ozge Kama Basci, Aynur Kamburoğlu, Fatih Kamış, Sanem Kayhan, İsmail Kırlı, Yusuf Kimyon, Şeref Enes Kocaman, Kamil Konur, Özge Kurtkulağı, Celalettin Küçük, Mehmet Selim Mamiş, Hatice Metin, Necip Nas, Sıbel Ocak Serın, Oktay Olmuşçelik, Alihan Oral, Muhammet Özbilen, Erkan Özdemir, Ensar Özmen, Hikmet Öztop, Serdar Öztürk, Osman Özüdoğru, Emel Sağlam, Hatice Özge Serin, Hasan Sözel, Melisa Şahin Tekin, Ahmet Veli ŞANİBAŞ, Hakan Şıvgın, Abdullah Tanrıkulu, Tuba Taslamacıoğlu Duman, Elif Duygu Topan, Hasan Tunca, Seyit Uyar, Ece ÜNAL ÇETİN, Nazif Yalçın, Demet Yalçın Kehribar, Selçuk Yaylacı, Hasan Esat Yıldırım, Hüseyin Yıldız, Hasan Esat Yücel, Oğuzhan Zengin, Ali Zeynettin, Fatih Atik, Selin Müge Aslan, Mert Akyıldız, Nurcan Aslan
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References: 28

Abstract

To investigate the role of lipid-derived indices—the monocyte-to-HDL cholesterol ratio (MHR), visceral adiposity index (VAI), atherogenic index of plasma (PAI), and cardiometabolic index (CMI)—in determining hepatic steatosis and fibrosis among patients with metabolic dysfunction-associated steatotic liver disease (MASLD) across Turkey. This nationwide, multicenter, retrospective cross-sectional study included 14,322 individuals from 44 internal medicine clinics in 31 provinces of Turkey. Anthropometric, clinical, and biochemical data were collected, and Participants were classified as MASLD (+) if ultrasonographic hepatic steatosis was present in the setting of ≥ 1 cardiometabolic risk factor according to current EASL–EASD–EASO guidelines; individuals without ultrasonographic steatosis were classified as MASLD (–). FIB-4 scores were calculated to assess the risk of advanced hepatic fibrosis. Cardiometabolic risk factors included obesity (BMI ≥ 25 kg/m² or increased waist circumference), type 2 diabetes mellitus, hypertension, impaired fasting glucose, and dyslipidemia as defined by international guidelines. The relationships between MHR, VAI, PAI, CMI, and MASLD presence and fibrosis severity were analyzed via nonparametric statistical tests. MASLD was detected in 10,836 participants (75.7%). The VAI, PAI, and CMI were significantly greater in the MASLD (+) group than in the MASLD (–) group (p < 0.001 for all), whereas the MHR was not significantly different (p = 0.453). Among MASLD (+) patients, 1,214 (11.2%) had high FIB-4 scores (≥ 1.3; ≥2.0 if > 65 years) yet none of the lipid indices correlated significantly with FIB-4 levels. In multivariable logistic regression analysis restricted to MASLD-positive individuals, none of the lipid-derived indices were independently associated with high FIB-4 risk after adjustment for metabolic covariates. A weak negative correlation was observed only between FIB-4 score and the MHR (r=–0.030, p = 0.002). VAI, PAI, and CMI are significantly associated with hepatic steatosis in MASLD, suggesting their potential role as supportive, noninvasive markers in identifying individuals at increased risk of MASLD. However, these indices are not reliable predictors of advanced hepatic fibrosis risk based on FIB-4. The combination of these tools with other noninvasive fibrosis assessment tools may increase diagnostic accuracy in MASLD management.

Fields of Study & Subjects

Liver Disease Diagnosis and Treatment Liver Disease and Transplantation Cardiovascular Disease and Adiposity

Publication details

Journal / source
Scientific Reports
Publisher
Springer Science and Business Media LLC
Volume
16
Issue
1
Publication date
19 April 2026
Language
EN