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All Journal Jurnal Kedokteran Brawijaya Indonesian Journal of Cancer Chemoprevention Jurnal Teknologi Informasi dan Ilmu Komputer Indonesian Journal of Tropical and Infectious Disease Majalah Kesehatan FKUB JURNAL WACANA KESEHATAN Jurnal Respirologi Indonesia Jurnal Respirasi (JR) Medica Hospitalia Malang Respiratory Journal Jurnal Klinik dan Riset Kesehatan Indonesian Journal of Cancer Journal of Community Health and Preventive Medicine (JOCHAPM)
Djajalaksana, Susanthy
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Biochemistry, Genetics & Molecular Biology Computer Science & IT Dentistry Earth & Planetary Sciences Education Engineering Environmental Science Health Professions Immunology & microbiology Medicine & Pharmacology Nursing Public Health Other

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Journal : Jurnal Respirologi Indonesia

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Path Analysis in PLS for Assessing the Impact of Metabolic Syndrome on Pulmonary Fibrosis in a Rat Model Yaman, Muli; Djajalaksana, Susanthy; Putra, Ngakan Putu Parsama; Yudhanto, Hendy Setyo
Jurnal Respirologi Indonesia Vol 45 No 3 (2025)
Publisher : Perhimpunan Dokter Paru Indonesia (PDPI)/The Indonesian Society of Respirology (ISR)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36497/jri.v45i3.889

Abstract

Background: Metabolic syndrome (MetS) is characterized by obesity, dyslipidemia, hyperglycemia, and insulin resistance, which are associated with increased risk for pulmonary fibrosis. This study investigates the impact of MetS on pulmonary fibrosis in a rat model using Partial Least Squares (PLS) path analysis. Methods: Sprague Dawley rats were fed a high-fat, high-fructose diet for 37 weeks to induce MetS. Key metabolic parameters, including body weight, lipid profiles, fasting blood glucose, fibrosis markers and Aschroft scores, were assessed. PLS path analysis was conducted to explore the relationships between these variables and their influence on pulmonary fibrosis. Results: PLS path analysis identified a strong correlation between increased body weight and MetS development (path coefficient=0.977). Dyslipidemia, characterized by elevated triglycerides and reduced HDL cholesterol, was also associated with MetS. A novel association was found between glucose dysregulation and pulmonary fibrosis (R2=0.908; path coefficient=0.947), suggesting that hyperglycemia contributes to lung fibrosis. Reduced PPARĪ³ expression was associated with insulin resistance and inflammation, implicating it in fibrotic processes. Conclusion: This study highlights the role of metabolic disturbances in promoting pulmonary fibrosis in MetS. PLS path analysis effectively identified key metabolic pathways, suggesting potential targets for therapeutic intervention to mitigate MetS effects and prevent fibrosis. Further research is warranted to explore these pathways and develop targeted therapies.
Co-Authors Afif, Zamroni Arinto Wardoyo Arinto Yudi Ponco Wardoyo Bayuadi, Imam Cendani, Wulan Chen, Chung-Yu Chozin, Iin Chozin, Iin Nur Christanto, Anthony Dini, Zata Djajalakasana, Susanthy Edwin Widodo Eka Pratiwi Eka Pratiwi Eko Sakti Pramukantoro, Eko Sakti Erawati, Dini Erawati, Dini Rachma Fahmi, Kristia Falyani , Silvy Falyani, Silvy Falyani, Silvy Amalia Febriawati, Juwita Fitri Sari, Fitri Harun Al Rasyid Indah Sari, Fitri Indrastuti Normahayu, Indrastuti Iqbal Muhammad Irfan, Ferdy Syah Isharanto, Artono Kevin Wahyudy Prasetyo Kristiani, Maria Kusuma Wardhana, Koernia Listyoko, Aditya Listyoko, Aditya Sri Lyono, Albert Mafisah, Saidah Mahendra, Reza Aditya Matabei, Shannon Conversia Pdabo Michaela, Cleine Muarif, Husnul Nanik Setijowati Okta, Shinta Permana, Deden Permatasari, Adinda Pramitra Prasetya, Fahmi Adhi Prasetyo, Kevin Pratiwi, Suryanti Pratiwi, Suryanti Dwi Putra, Ngakan Putra, Ngakan Putu Parsama Rachma Erawati, Dini Rahman, Perdana Rakhma , Sastia Rakhma, Sastia Ramadhan, Fitratul Retnani, Diah Prabawati Safrina Dewi Ratnaningrum, Safrina Dewi santony, Santony Santosa, Andrew Santosa, I Setyawan, Ungky Setyawan, Ungky Agus Setyo Yudhanto, Hendy Sugiri, Yani Jane Sugiri, Yani Jane Rosihaningsih Suprapta, Aloysius Suryaman, Rachmat Susanti, Lia Suwandi, Gede Sasmika Tantular, Rezki Tanuwijaya, Hendra Timuda, Caesar Ensang Tjahyadi, Rizal Muldani Tri Wahju Astuti, Tri Wahju triandani, Ni Komang Revina Triwahju Astuti Wahyu Tejakusuma, Wahyu Wardhana, Koernia Yaman, Muli Yudhanto, Hendy Yudhanto, Hendy Setyo Yusdianto, Adrian