Multi‐omics analysis reveals a crosstalk between ferroptosis and peroxisomes on steatotic graft failure after liver transplantation

Author:

Liu Zhengtao12345ORCID,Zhu Hai346,Zhao Junsheng12,Yu Lu157,Que Shuping8,Xu Jun9,Geng Lei9,Zhou Lin349,Valenti Luca101112,Zheng Shusen12345

Affiliation:

1. Shulan International Medical College Zhejiang Shuren University Hangzhou China

2. Key Laboratory of Artificial Organs and Computational Medicine in Zhejiang Province Shulan International Medical College Zhejiang Shuren University Hangzhou China

3. NHC Key Laboratory of Combined Multi‐Organ Transplantation Key Laboratory of the Diagnosis and Treatment of Organ Transplantation CAMS, First Affiliated Hospital School of Medicine Zhejiang University Hangzhou China

4. Key Laboratory of Organ Transplantation First Affiliated Hospital School of Medicine Zhejiang University Hangzhou China

5. Shulan Hospital (Hangzhou) Hangzhou China

6. Department of Hepatobiliary Surgery First Affiliated Hospital of Guangxi Medical University Nanning China

7. School of Medicine Zhejiang Chinese Medical University Hangzhou China

8. DingXiang Clinics Hangzhou China

9. Division of Hepatobiliary and Pancreatic Surgery Department of Surgery First Affiliated Hospital School of Medicine Zhejiang University Hangzhou China

10. Department of Pathophysiology and Transplantation Università degli Studi di Milano Milan Italy

11. Transfusion Medicine Unit Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico Milan Italy

12. Biological Resource Center Unit Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico Milan Italy

Abstract

AbstractTo identify the mechanism underlying macrosteatosis (MaS)‐related graft failure (GF) in liver transplantation (LT) by multi‐omics network analysis. The transcriptome and metabolome were assayed in graft and recipient plasma in discovery (n = 68) and validation (n = 89) cohorts. Differentially expressed molecules were identified by MaS and GF status. Transcriptional regulatory networks were generated to explore the mechanism for MaS‐related inferior post‐transplant prognosis. The differentially expressed molecules associated with MaS and GF were enriched in ferroptosis and peroxisome‐related pathways. Core features of MaS‐related GF were presented on decreased transferrin and impaired anti‐oxidative capacity dependent upon dysregulation of transcription factors hepatocyte nuclear factor 4A (HNF4A) and hypoxia‐inducible factor 1A (HIF1A). Furthermore, miR‐362‐3p and miR‐299‐5p inhibited transferrin and HIF1A expression, respectively. Lower M2 macrophages but higher memory CD4 T cells were observed in MaS‐related GF cases. These results were validated in clinical specimens and cellular models. Systemic analysis of multi‐omics data depicted a panorama of biological pathways deregulated in MaS‐related GF. Transcriptional regulatory networks centered on transferrin and anti‐oxidant responses were associated with poor MaS graft quality, qualifying as potential targets to improve prognosis of patients after LT.

Funder

National Natural Science Foundation of China

Publisher

Wiley

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