# Identification of potential metabolic biomarkers and immune cell infiltration for metabolic associated steatohepatitis by bioinformatics analysis and machine learning

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/identification-of-potential-metabolic-biomarkers-and-immune-cell-infiltration/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Haoran Xie,Junjun Wang,Qiuyan Zhao |
| Citations | 6 |
| DOI | 10.1038/s41598-025-86397-x |
| Fields | Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.nature.com/articles/s41598-025-86397-x.pdf |
| OpenAlex ID | https://openalex.org/W4410318083 |
| PMID | 40360670 |
| Type | article |
| Year | 2025 |

## Paper authors

- [Haoran Xie](https://scholariq.org/researchers/haoran-xie/)
- [Junjun Wang](https://scholariq.org/researchers/junjun-wang/)
- [Qiuyan Zhao](https://scholariq.org/researchers/qiuyan-zhao/)

## Paper journal

- [Scientific Reports](https://scholariq.org/journals/scientific-reports/)

## Paper primary topic

- [Liver Disease Diagnosis and Treatment](https://scholariq.org/topics/liver-disease-diagnosis-and-treatment/)

## Paper topics

- [Liver Disease Diagnosis and Treatment](https://scholariq.org/topics/liver-disease-diagnosis-and-treatment/)
- [Liver Diseases and Immunity](https://scholariq.org/topics/liver-diseases-and-immunity/)
- [Ferroptosis and cancer prognosis](https://scholariq.org/topics/ferroptosis-and-cancer-prognosis/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.