Integrative proteo-transcriptomic characterization of advanced fibrosis in chronic liver disease across etiologies

被引:0
|
作者
Yang, Hong [1 ]
Atak, Dila [2 ]
Yuan, Meng [1 ]
Li, Mengzhen [1 ]
Altay, Ozlem [1 ]
Demirtas, Elif [3 ]
Peltek, Ibrahim Batuhan [3 ]
Ulukan, Burge [2 ]
Yigit, Buket [2 ]
Sipahioglu, Tarik [2 ]
Alvez, Maria Bueno [1 ]
Meng, Lingqi
Yuksel, Bayram [4 ]
Turkez, Hasan [5 ]
Kirimlioglu, Hale [6 ]
Saka, Burcu [7 ]
Yurdaydin, Cihan [2 ]
Akyildiz, Murat [2 ]
Dayangac, Murat [10 ]
Uhlen, Mathias [1 ]
Boren, Jan [8 ,9 ]
Zhang, Cheng [1 ]
Mardinoglu, Adil [1 ,11 ]
Zeybel, Mujdat [2 ,12 ]
机构
[1] KTH Royal Inst Technol, Sci Life Lab, Stockholm, Sweden
[2] Koc Univ, Sch Med, Dept Gastroenterol & Hepatol, TR-34010 Istanbul, Turkiye
[3] Koc Univ, Sch Med, TR-34450 Istanbul, Turkiye
[4] SZAOMICS Biotechnol R&D, TR-34010 Istanbul, Turkiye
[5] Ataturk Univ, Fac Med, Dept Med Biol, TR-25240 Erzurum, Turkiye
[6] Acibadem Mehmet Ali Aydinlar Univ, Sch Med, Dept Pathol, TR-34752 Istanbul, Turkiye
[7] Koc Univ, Sch Med, Dept Pathol, TR-34010 Istanbul, Turkiye
[8] Univ Gothenburg, Dept Mol & Clin Med Cardiol, Gothenburg, Sweden
[9] Sahlgrens Univ Hosp, Gothenburg, Sweden
[10] Medipol Univ, Int Sch Med, Dept Gen Surg, TR-34010 Istanbul, Turkiye
[11] Kings Coll London, Fac Dent Oral & Craniofacial Sci, Ctr Host & Microbiome Interact, London SE1 9RT, England
[12] Koc Univ Hosp, Clin Trials Unit, TR-34010 Istanbul, Turkiye
基金
欧盟地平线“2020”;
关键词
R PACKAGE; COMPLICATIONS; MANAGEMENT;
D O I
10.1016/j.xcrm.2025.101935
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Chronic hepatic injury and inflammation from various causes can lead to fibrosis and cirrhosis, potentially predisposing to hepatocellular carcinoma. The molecular mechanisms underlying fibrosis and its progression remain incompletely understood. Using a proteo-transcriptomics approach, we analyze liver and plasma samples from 330 individuals, including 40 healthy individuals and 290 patients with histologically characterized fibrosis due to chronic viral infection, alcohol consumption, or metabolic dysfunction-associated steatotic liver disease. Our findings reveal dysregulated pathways related to extracellular matrix, immune response, inflammation, and metabolism in advanced fibrosis. We also identify 132 circulating proteins associated with advanced fibrosis, with neurofascin and growth differentiation factor 15 demonstrating superior predictive performance for advanced fibrosis(area under the receiver operating characteristic curve [AUROC] 0.89 [95% confidence interval (CI) 0.81-0.97]) compared to the fibrosis-4 model (AUROC 0.85 [95% CI 0.78- 0.93]). These findings provide insights into fibrosis pathogenesis and highlight the potential for more accurate non-invasive diagnosis.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] A proteo-transcriptomic map of non-alcoholic fatty liver disease signatures
    Olivier Govaere
    Megan Hasoon
    Leigh Alexander
    Simon Cockell
    Dina Tiniakos
    Mattias Ekstedt
    Jörn M. Schattenberg
    Jerome Boursier
    Elisabetta Bugianesi
    Vlad Ratziu
    Ann K. Daly
    Quentin M. Anstee
    Nature Metabolism, 2023, 5 : 572 - 578
  • [2] A proteo-transcriptomic map of non-alcoholic fatty liver disease signatures
    Govaere, Olivier
    Hasoon, Megan
    Alexander, Leigh
    Cockell, Simon
    Tiniakos, Dina
    Ekstedt, Mattias
    Schattenberg, Joern M.
    Boursier, Jerome
    Bugianesi, Elisabetta
    Ratziu, Vlad K.
    Daly, Ann K. M.
    Anstee, Quentin M.
    LITMUS Investigators
    NATURE METABOLISM, 2023, 5 (04) : 572 - +
  • [3] Proteo-Transcriptomic Characterization of Sirex nitobei (Hymenoptera: Siricidae) Venom
    Gao, Chenglong
    Ren, Lili
    Wang, Ming
    Wang, Zhengtong
    Fu, Ningning
    Wang, Huiying
    Wang, Xiaochen
    Ao, Tegen
    Du, Wensheng
    Zheng, Zijin
    Li, Huadong
    Shi, Juan
    TOXINS, 2021, 13 (08)
  • [4] Integrative Proteo-Transcriptomic Characterization of Androgenetic Alopecia Identifying ME1-Mediated PPAR Signaling as a Potential Mediator
    Dai, Ru
    Yang, Xiaoshuang
    Bao, Lixin
    Wu, Xianjie
    Lu, Zhongfa
    JOURNAL OF COSMETIC DERMATOLOGY, 2025, 24 (02)
  • [5] Proteo-Transcriptomic Characterization of the Venom from the Endoparasitoid Wasp Pimpla turionellae with Aspects on Its Biology and Evolution
    Ozbek, Rabia
    Wielsch, Natalie
    Vogel, Heiko
    Lochnit, Guenter
    Foerster, Frank
    Vilcinskas, Andreas
    von Reumont, Bjoern Marcus
    TOXINS, 2019, 11 (12)
  • [6] Two-dimensional shear wave elastography (ElastQ) accurately rules out liver fibrosis and rules in advanced chronic liver disease across liver disease etiologies: a prospective multicenter study
    Bauer, David J. M.
    De SilvestriI, Annalisa
    Mare, Ruxandra
    Maiocchi, Laura
    Raimondi, Ambra
    Semmler, Georg
    Mandorfer, Mattias
    Sporea, Ioan
    Ferraioli, Giovanna
    Reiberger, Thomas
    ULTRASONOGRAPHY, 2023, 42 (04) : 544 - 554
  • [7] Integrative proteo-transcriptomic and immunophenotyping signatures of HIV-1 elite control phenotype: A cross-talk between glycolysis and HIF signaling
    Akusjarvi, Sara Svensson
    Ambikan, Anoop T.
    Krishnan, Shuba
    Gupta, Soham
    Sperk, Maike
    Vegvari, Akos
    Mikaeloff, Flora
    Healy, Katie
    Vesterbacka, Jan
    Nowak, Piotr
    Sonnerborg, Anders
    Neogi, Ujjwal
    ISCIENCE, 2022, 25 (01)
  • [8] Integrative Review of Co-Occurring Symptoms Across Etiologies of Chronic Liver Disease and Implications for Symptom Management Research and Practice
    An, Kyungeh
    Jallo, Nancy
    Menzies, Victoria
    Kinser, Patricia
    Robins, Jo Lynne W.
    Starkweather, Angela
    JOURNAL OF NURSING SCHOLARSHIP, 2015, 47 (04) : 310 - 317
  • [9] Platelet Counts Are Predictive of Fibrosis Stage Across Most, But Not All, Liver Disease Etiologies
    Parker, Elaine W.
    Tran, Tram T.
    Jensen, Chris
    Mirocha, James M.
    Enayati, Pedram
    Basseri, Benjamin
    Rakoski, Mina O.
    Chee, Grace M.
    Poordad, F. Fred
    GASTROENTEROLOGY, 2009, 136 (05) : A326 - A326
  • [10] Integrative proteogenomic characterization of hepatocellular carcinoma across etiologies and stages
    Charlotte K. Y. Ng
    Eva Dazert
    Tuyana Boldanova
    Mairene Coto-Llerena
    Sandro Nuciforo
    Caner Ercan
    Aleksei Suslov
    Marie-Anne Meier
    Thomas Bock
    Alexander Schmidt
    Sylvia Ketterer
    Xueya Wang
    Stefan Wieland
    Matthias S. Matter
    Marco Colombi
    Salvatore Piscuoglio
    Luigi M. Terracciano
    Michael N. Hall
    Markus H. Heim
    Nature Communications, 13