Novel proteomic signatures may indicate MRI-assessed intrahepatic fat state and changes; the DIRECT PLUS clinical trial

Dana T. Goldberg,Anat Yaskolka Meir, Gal Tsaban,Ehud Rinott, Alon Kaplan, Hila Zelicha,Nora Kloeting,Uta Ceglarek, Berend Iserman, Ilan Shelef,Philip Rosen, Matthias Blueher,Michael Stumvoll, Ohad Etzion,Meir J. Stampfer, Frank B. Hu,Iris Shai

HEPATOLOGY(2024)

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摘要
Objective:We demonstrated in the randomized 18-month DIRECT PLUS trial (n=294) that a Mediterranean (MED) diet, supplemented with polyphenol-rich Mankai duckweed, green tea, and walnuts and restricted in red/processed meat, caused substantial intrahepatic fat (IHF%) loss compared with two other healthy diets, reducing NAFLD by half, regardless similar weight loss. Here, we investigated the baseline proteomic profile associated with IHF% and the changes in proteomics associated with IHF% changes induced by lifestyle intervention. Methods:We calculated IHF% by proton-magnetic-resonance-spectroscopy (H-MRS; normal-IHF%<5%; abnormal-IHF%>=5%). We assayed baseline and 18-month samples for 95 proteomic biomarkers. Results:Participants (age=51.3 +/- 10.8years; 89%men; body-mass-index=31.3 +/- 3.9 kg/m(2)) had an 89.8% 18-month-retention-rate; 83% had eligible follow-up proteomics-measurements, and 78% had follow-up H-MRS. At baseline, 39-candidate-proteins were significantly associated with IHF% (FDR<0.05), mostly related to immune-function-pathways (e.g., HAOX1). An IHF%-prediction based on the DIRECT PLUS by combined-model (R-2=0.47, RMSE=1.05) successfully predicted IHF% (R-2=0.53) during testing and was stronger than separately-inputting-proteins/traditional markers (R-2=0.43/0.44). The 18-month lifestyle intervention induced changes in 18 of the 39-candidate-proteins, which were significantly associated with IHF% change, with proteins related to metabolism, extracellular-matrix-remodeling, and immune-function pathways. THBS2 protein-change was higher in the green-MED compared to the MED group, beyond weight-and-IHF%-loss (p-value=0.01). Protein principal-component-analysis revealed differences in the 3rd-principal-component time-distinct interactions across abnormal/normal-IHF% trajectory combinations; p<0.05 for all). Conclusions:Our findings suggest novel proteomic signatures that may indicate MRI-assessed intrahepatic fat state and changes during lifestyle intervention. Specifically, CA5A, HAOX1, and THBS2 protein changes are independently associated with IHF% change, and THBS2 protein change is greater in the green-MED/high-polyphenols diet.
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关键词
Non-alcoholic Fatty Liver Disease,Randomized controlled trial,Dietary interventions,Prediction,Omics
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